All-in-one Literature Review Software
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MAXQDA The All-in-one Literature Review Software
MAXQDA is the best choice for a comprehensive literature review. It works with a wide range of data types and offers powerful tools for literature review , such as reference management, qualitative, vocabulary, text analysis tools, and more.
Document viewer
Your analysis.
As your all-in-one literature review software, MAXQDA can be used to manage your entire research project. Easily import data from texts, interviews, focus groups, PDFs, web pages, spreadsheets, articles, e-books, and even social media data. Connect the reference management system of your choice with MAXQDA to easily import bibliographic data. Organize your data in groups, link relevant quotes to each other, keep track of your literature summaries, and share and compare work with your team members. Your project file stays flexible and you can expand and refine your category system as you go to suit your research.
Developed by and for researchers – since 1989
Having used several qualitative data analysis software programs, there is no doubt in my mind that MAXQDA has advantages over all the others. In addition to its remarkable analytical features for harnessing data, MAXQDA’s stellar customer service, online tutorials, and global learning community make it a user friendly and top-notch product.
Sally S. Cohen – NYU Rory Meyers College of Nursing
Advanced literature review software for Windows and Mac
Easily import your literature review data
With a literature review software like MAXQDA, you can easily import bibliographic data from reference management programs for your literature review. MAXQDA can work with all reference management programs that can export their databases in RIS-format which is a standard format for bibliographic information. Like MAXQDA, these reference managers use project files, containing all collected bibliographic information, such as author, title, links to websites, keywords, abstracts, and other information. In addition, you can easily import the corresponding full texts. Upon import, all documents will be automatically pre-coded to facilitate your literature review at a later stage.
Capture your ideas while analyzing your literature
Great ideas will often occur to you while you’re doing your literature review. Using MAXQDA as your literature review software, you can create memos to store your ideas, such as research questions and objectives, or you can use memos for paraphrasing passages into your own words. By attaching memos like post-it notes to text passages, texts, document groups, images, audio/video clips, and of course codes, you can easily retrieve them at a later stage. Particularly useful for literature reviews are free memos written during the course of work from which passages can be copied and inserted into the final text.
Find concepts important to your literature review
When conducting a literature review you might need to analyze a large amount of text. Luckily MAXQDA as the #1 literature review software offers Text Search tools that allow you to explore your documents without reading or coding them first. Automatically search for keywords (or dictionaries of keywords), such as important concepts for your literature review, and automatically code them with just a few clicks. Document variables that were automatically created during the import of your bibliographic information can be used for searching and retrieving certain text segments. MAXQDA’s powerful Coding Query allows you to analyze the combination of activated codes in different ways.
Aggregate your literature review
When conducting a literature review you can easily get lost. But with MAXQDA as your literature review software, you will never lose track of the bigger picture. Among other tools, MAXQDA’s overview and summary tables are especially useful for aggregating your literature review results. MAXQDA offers overview tables for almost everything, codes, memos, coded segments, links, and so on. With MAXQDA literature review tools you can create compressed summaries of sources that can be effectively compared and represented, and with just one click you can easily export your overview and summary tables and integrate them into your literature review report.
Powerful and easy-to-use literature review tools
Quantitative aspects can also be relevant when conducting a literature review analysis. Using MAXQDA as your literature review software enables you to employ a vast range of procedures for the quantitative evaluation of your material. You can sort sources according to document variables, compare amounts with frequency tables and charts, and much more. Make sure you don’t miss the word frequency tools of MAXQDA’s add-on module for quantitative content analysis. Included are tools for visual text exploration, content analysis, vocabulary analysis, dictionary-based analysis, and more that facilitate the quantitative analysis of terms and their semantic contexts.
Visualize your literature review
As an all-in-one literature review software, MAXQDA offers a variety of visual tools that are tailor-made for qualitative research and literature reviews. Create stunning visualizations to analyze your material. Of course, you can export your visualizations in various formats to enrich your literature review analysis report. Work with word clouds to explore the central themes of a text and key terms that are used, create charts to easily compare the occurrences of concepts and important keywords, or make use of the graphical representation possibilities of MAXMaps, which in particular permit the creation of concept maps. Thanks to the interactive connection between your visualizations with your MAXQDA data, you’ll never lose sight of the big picture.
Collect relevant insights and develop new theories
MAXQDA 2022 introduces a brand new and innovative workspace to gather important visualization, notes, segments, and other analytics results! The perfect tool to organize your thoughts and data. Create a separate worksheet for your topics and research questions, fill it with associated analysis elements from MAXQDA, and add your conclusions, theories, and insights as you go. The new Questions-Themes-Theories tool will support you during the analysis phase after coding and is perfectly suited to help you finalize your literature review reports. That’s why MAXQDA is the kind of Literature Review Software that enables you to focus on your research, not on the software.
Share your literature review
Your literature review is just waiting to be shared with the world! Export parts of your project, single documents, search results, visualizations, charts, or the whole project into easily readable file formats, like Excel, or Word. You can also export complete projects into a clear and understandable folder structure to archive your analysis or reuse your project in the future. Because MAXQDA is a literature review software developed by and for researchers, it supports researchers working on collaborative research projects. By following the REFI-QDA standard, MAXQDA allows you to export and import data from other QDA software packages.
Work with any Language in MAXQDA
MAXQDA offers a variety of possibilities to work with different languages. Not only is the User Interface available in numerous languages, but you can also conduct your literature review in every single language of the world. The fact that MAXQDA supports Unicode makes it possible to import and analyze documents in any script and language. If you are new to MAXQDA you can learn how to use MAXQDA in your preferred language with our Getting Started Guides and video tutorials. Additionally, our international Professional Trainer Network provides the opportunity to participate in multilingual MAXQDA Workshops.
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Accelerate your research with the best systematic literature review tools
ATLAS.ti empowers researchers to perform powerful and collaborative analysis using the leading software for literature review.
Finalize your literature review faster with comfort
ATLAS.ti makes it easy to manage, organize, and analyze articles, PDFs, excerpts, and more for your projects. Get the deep insights you need, with a comprehensive toolset built specifically for your literature review research projects.
Figure out the "why" behind your participant's motivations
Understand the behaviors and emotions that are driving your focus group participants. With ATLAS.ti, you can transform your raw data and turn it into qualitative insights you can learn from. Easily determine user intent in the same spot you're deciphering your overall focus group data.
Visualize your research findings like never before
We make it simple to present your analysis results with meaningful charts, networks, and diagrams. Instead of figuring out how to communicate the insights you just unlocked, we enable you to leverage easy-to-use visualizations that support your goals.
Everything you need to elevate your literature review
Import and organize literature data.
Import and analyze any type of text content – ATLAS.ti supports all standard text and transcription files such as Word and PDF.
Analyze with ease and speed
Utilize easy-to-learn workflows that save valuable time, such as auto coding, sentiment analysis, team collaboration, and more.
Leverage AI-driven tools
Make efficiency a priority and let ATLAS.ti do your work with AI-powered research tools and features for faster results.
Visualize and present findings
With just a few clicks, you can create meaningful visualizations like charts, word clouds, tables, networks, among others.
The faster way to make sense of your literature review. Try it for free, today.
A literature review analyzes the most current research within a research area. A literature review consists of published studies from many sources:
- peer-reviewed academic publications
- full-length books
- university bulletins
- conference proceedings
- dissertations and theses
Literature reviews allow researchers to:
- summarize the state of the research
- identify unexplored research inquiries
- recommend practical applications
- critique currently published research
Literature reviews are either standalone publications or part of a paper as background for an original research project. A literature review, as a section of a more extensive research article, summarizes the current state of the research to justify the primary research described in the paper.
For example, a researcher may have reviewed the literature on a new supplement's health benefits and concluded that more research needs to be conducted on those with a particular condition. This research gap warrants a study examining how this understudied population reacted to the supplement. Researchers need to establish this research gap through a literature review to persuade journal editors and reviewers of the value of their research.
Consider a literature review as a typical research publication presenting a study, its results, and the salient points scholars can infer from the study. The only significant difference with a literature review treats existing literature as the research data to collect and analyze. From that analysis, a literature review can suggest new inquiries to pursue.
Identify a focus
Similar to a typical study, a literature review should have a research question or questions that analysis can answer. This sort of inquiry typically targets a particular phenomenon, population, or even research method to examine how different studies have looked at the same thing differently. A literature review, then, should center the literature collection around that focus.
Collect and analyze the literature
With a focus in mind, a researcher can collect studies that provide relevant information for that focus. They can then analyze the collected studies by finding and identifying patterns or themes that occur frequently. This analysis allows the researcher to point out what the field has frequently explored or, on the other hand, overlooked.
Suggest implications
The literature review allows the researcher to argue a particular point through the evidence provided by the analysis. For example, suppose the analysis makes it apparent that the published research on people's sleep patterns has not adequately explored the connection between sleep and a particular factor (e.g., television-watching habits, indoor air quality). In that case, the researcher can argue that further study can address this research gap.
External requirements aside (e.g., many academic journals have a word limit of 6,000-8,000 words), a literature review as a standalone publication is as long as necessary to allow readers to understand the current state of the field. Even if it is just a section in a larger paper, a literature review is long enough to allow the researcher to justify the study that is the paper's focus.
Note that a literature review needs only to incorporate a representative number of studies relevant to the research inquiry. For term papers in university courses, 10 to 20 references might be appropriate for demonstrating analytical skills. Published literature reviews in peer-reviewed journals might have 40 to 50 references. One of the essential goals of a literature review is to persuade readers that you have analyzed a representative segment of the research you are reviewing.
Researchers can find published research from various online sources:
- journal websites
- research databases
- search engines (Google Scholar, Semantic Scholar)
- research repositories
- social networking sites (Academia, ResearchGate)
Many journals make articles freely available under the term "open access," meaning that there are no restrictions to viewing and downloading such articles. Otherwise, collecting research articles from restricted journals usually requires access from an institution such as a university or a library.
Evidence of a rigorous literature review is more important than the word count or the number of articles that undergo data analysis. Especially when writing for a peer-reviewed journal, it is essential to consider how to demonstrate research rigor in your literature review to persuade reviewers of its scholarly value.
Select field-specific journals
The most significant research relevant to your field focuses on a narrow set of journals similar in aims and scope. Consider who the most prominent scholars in your field are and determine which journals publish their research or have them as editors or reviewers. Journals tend to look favorably on literature reviews that include articles they have published.
Incorporate recent research
Recently published studies have greater value in determining the gaps in the current state of research. Older research is likely to have encountered challenges and critiques that may render their findings outdated or refuted. What counts as recent differs by field; start by looking for research published within the last three years and gradually expand to older research when you need to collect more articles for your review.
Consider the quality of the research
Literature reviews are only as strong as the quality of the studies that the researcher collects. You can judge any particular study by many factors, including:
- the quality of the article's journal
- the article's research rigor
- the timeliness of the research
The critical point here is that you should consider more than just a study's findings or research outputs when including research in your literature review.
Narrow your research focus
Ideally, the articles you collect for your literature review have something in common, such as a research method or research context. For example, if you are conducting a literature review about teaching practices in high school contexts, it is best to narrow your literature search to studies focusing on high school. You should consider expanding your search to junior high school and university contexts only when there are not enough studies that match your focus.
You can create a project in ATLAS.ti for keeping track of your collected literature. ATLAS.ti allows you to view and analyze full text articles and PDF files in a single project. Within projects, you can use document groups to separate studies into different categories for easier and faster analysis.
For example, a researcher with a literature review that examines studies across different countries can create document groups labeled "United Kingdom," "Germany," and "United States," among others. A researcher can also use ATLAS.ti's global filters to narrow analysis to a particular set of studies and gain insights about a smaller set of literature.
ATLAS.ti allows you to search, code, and analyze text documents and PDF files. You can treat a set of research articles like other forms of qualitative data. The codes you apply to your literature collection allow for analysis through many powerful tools in ATLAS.ti:
- Code Co-Occurrence Explorer
- Code Co-Occurrence Table
- Code-Document Table
Other tools in ATLAS.ti employ machine learning to facilitate parts of the coding process for you. Some of our software tools that are effective for analyzing literature include:
- Named Entity Recognition
- Opinion Mining
- Sentiment Analysis
As long as your documents are text documents or text-enable PDF files, ATLAS.ti's automated tools can provide essential assistance in the data analysis process.
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7 open source tools to make literature reviews easy
Opensource.com
A good literature review is critical for academic research in any field, whether it is for a research article, a critical review for coursework, or a dissertation. In a recent article, I presented detailed steps for doing a literature review using open source software .
The following is a brief summary of seven free and open source software tools described in that article that will make your next literature review much easier.
1. GNU Linux
Most literature reviews are accomplished by graduate students working in research labs in universities. For absurd reasons, graduate students often have the worst computers on campus. They are often old, slow, and clunky Windows machines that have been discarded and recycled from the undergraduate computer labs. Installing a flavor of GNU Linux will breathe new life into these outdated PCs. There are more than 100 distributions , all of which can be downloaded and installed for free on computers. Most popular Linux distributions come with a "try-before-you-buy" feature. For example, with Ubuntu you can make a bootable USB stick that allows you to test-run the Ubuntu desktop experience without interfering in any way with your PC configuration. If you like the experience, you can use the stick to install Ubuntu on your machine permanently.
Linux distributions generally come with a free web browser, and the most popular is Firefox . Two Firefox plugins that are particularly useful for literature reviews are Unpaywall and Zotero. Keep reading to learn why.
3. Unpaywall
Often one of the hardest parts of a literature review is gaining access to the papers you want to read for your review. The unintended consequence of copyright restrictions and paywalls is it has narrowed access to the peer-reviewed literature to the point that even Harvard University is challenged to pay for it. Fortunately, there are a lot of open access articles—about a third of the literature is free (and the percentage is growing). Unpaywall is a Firefox plugin that enables researchers to click a green tab on the side of the browser and skip the paywall on millions of peer-reviewed journal articles. This makes finding accessible copies of articles much faster that searching each database individually. Unpaywall is fast, free, and legal, as it accesses many of the open access sites that I covered in my paper on using open source in lit reviews .
Formatting references is the most tedious of academic tasks. Zotero can save you from ever doing it again. It operates as an Android app, desktop program, and a Firefox plugin (which I recommend). It is a free, easy-to-use tool to help you collect, organize, cite, and share research. It replaces the functionality of proprietary packages such as RefWorks, Endnote, and Papers for zero cost. Zotero can auto-add bibliographic information directly from websites. In addition, it can scrape bibliographic data from PDF files. Notes can be easily added on each reference. Finally, and most importantly, it can import and export the bibliography databases in all publishers' various formats. With this feature, you can export bibliographic information to paste into a document editor for a paper or thesis—or even to a wiki for dynamic collaborative literature reviews (see tool #7 for more on the value of wikis in lit reviews).
5. LibreOffice
Your thesis or academic article can be written conventionally with the free office suite LibreOffice , which operates similarly to Microsoft's Office products but respects your freedom. Zotero has a word processor plugin to integrate directly with LibreOffice. LibreOffice is more than adequate for the vast majority of academic paper writing.
If LibreOffice is not enough for your layout needs, you can take your paper writing one step further with LaTeX , a high-quality typesetting system specifically designed for producing technical and scientific documentation. LaTeX is particularly useful if your writing has a lot of equations in it. Also, Zotero libraries can be directly exported to BibTeX files for use with LaTeX.
7. MediaWiki
If you want to leverage the open source way to get help with your literature review, you can facilitate a dynamic collaborative literature review . A wiki is a website that allows anyone to add, delete, or revise content directly using a web browser. MediaWiki is free software that enables you to set up your own wikis.
Researchers can (in decreasing order of complexity): 1) set up their own research group wiki with MediaWiki, 2) utilize wikis already established at their universities (e.g., Aalto University ), or 3) use wikis dedicated to areas that they research. For example, several university research groups that focus on sustainability (including mine ) use Appropedia , which is set up for collaborative solutions on sustainability, appropriate technology, poverty reduction, and permaculture.
Using a wiki makes it easy for anyone in the group to keep track of the status of and update literature reviews (both current and older or from other researchers). It also enables multiple members of the group to easily collaborate on a literature review asynchronously. Most importantly, it enables people outside the research group to help make a literature review more complete, accurate, and up-to-date.
Wrapping up
Free and open source software can cover the entire lit review toolchain, meaning there's no need for anyone to use proprietary solutions. Do you use other libre tools for making literature reviews or other academic work easier? Please let us know your favorites in the comments.
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Distiller SR: Literature Review Software
Smarter reviews: trusted evidence.
Securely automate every stage of your literature review to produce evidence-based research faster, more accurately, and more
transparently at scale.
Software Built for Every Stage of a Literature Review
Broader, Automated Literature Searches
Search more efficiently with DistillerSR’s integrations with data providers, such as PubMed, automatic review updates, and AI-powered duplicate detection and removal.
PubMed Integration
Automatic review updates.
Automatically import newly published references, always keeping literature reviews up-to-date with DistillerSR LitConnect .
Duplicate Detection
Detect and remove duplicate citations preventing skew and bias caused by studies included more than once.
Faster, More Effective Reference Screening
Reduce your screening burden by 60% with DistillerSR. Start working on later stages of your review sooner by finding relevant references faster and addressing conflicts more easily.
AI-Powered Screening
Conflict resolution.
Automatically identifies conflicts and disagreements between literature reviewers for easy resolution.
AI Quality Check
Increase the thoroughness of your literature review by having AI double-check your exclusion decisions and validate your categorization of records with the help of DistillerSR AI Classifiers software module.
Cost-Effective Access to Full-Text Documents
Ensure your literature review is always up-to-date with DistillerSR’s direct connections to full-text data sources, all the while lowering overall subscription costs.
Ensure your review is always up-to-date with DistillerSR’s direct connections to full-text data sources, all the while lowering overall subscription costs.
Open Access Integrations
Automatically search for and upload full-text documents from PMC , and link directly to source material through DOI.org .
Copyright Compliant Bulk Search
Retrieve full-text articles for the lowest possible cost through Article Galaxy .
Ad-Hoc Document Retrieval
Leverage existing RightFind and Article Galaxy subscriptions, the open access Unpaywall plugin, and internal libraries to access copyright compliant documents.
Simple Yet Powerful Data-Extraction
Simplify data extraction through templates and configurable forms. Extract data easily with in-form validations and calculations, and easily capture repeating, complex data sets.
Cross-Review, Data Reuse
Prevent duplication of effort across your organization and reduce data extraction times with DistillerSR CuratorCR by easily reusing data across literature reviews.
Capturing Complex Output
Easily capture complex data, such as a variable number of time points across multiple studies in an easy-to-understand and ready-to-analyze way.
Smart Forms
Cut down on literature review data cleaning, data conversions, and effective measure calculations with input validation and built-in form calculations.
Automatic and Configurable Reporting
Customizable Reporting Engine
Build reports and schedule automated email updates to stakeholders. Integrate your data with third-party reporting applications and databases with DistillerSR API .
Auto-Generated Reports
View, edit and download standard reports, like PRISMA 2020 diagram, inter-rater reliability scores and admin reports for your literature reviews.
Comprehensive Audit-Trail
Automatically keeps track of every entry and decision providing transparency and reproducibility in your literature review.
Easy-to-use Literature Review Project Management
Facilitate project management throughout the literature review process with real-time user and project metric monitoring, reusable configurations, and granular user permissions.
Facilitate project management throughout the review process with real-time user and project metric monitoring, reusable configurations, and granular user permissions.
Real-Time User and Project Metrics
Monitor teams and literature review progress in real-time, improving management and quality oversight into projects.
Repeatable, Configurable Processes
Secure literature reviews.
Single sign-on (SSO) and fully configurable user roles and permissions simplify the literature reviewer experience while also ensuring data integrity and security .
I can’t think of a way to do reviews faster than with DistillerSR. Being able to monitor progress and collaborate with team members, no matter where they are located makes my life a lot easier.
DistillerSR Frequently Asked Questions
What types of reviews can be done with distillersr systematic reviews, living reviews, rapid reviews, or clinical evaluation report (cer) literature reviews.
Literature reviews can be a very simple or highly complex process, and literature reviews can use a variety of methods for finding, assessing, and presenting evidence. We describe DistillerSR as a literature review software because it supports all types of reviews , from systematic reviews to rapid reviews, and from living reviews to CER literature reviews.
DistillerSR software is used by over 300 customers in many different industries to support their evidence generation initiatives, from guideline development to HEOR analysis to CERs to post-market surveillance (PMS) and pharmacovigilance.
What are some of DistillerSR’s capabilities that support conducting systematic reviews?
Systematic reviews are the gold standard of literature reviews that aim to identify and screen all evidence relating to a specific research question. DistillerSR facilitates systematic reviews through a configurable, transparent, reproducible process that makes it easy to view the provenance of every cell of data.
DistillerSR was originally designed to support systematic reviews. The software handles dual reviewer screening, conflict resolution, capturing exclusion reasons while you work, risk of bias assessments, duplicate detection, multiple database searches, and reporting templates such as PRISMA. DistillerSR can readily scale for systematic reviews of all sizes, supporting more than 700,000 references per project through a robust enterprise-grade technical architecture . Using software like DistillerSR makes conducting systematic reviews easier to manage and configure to produce transparent evidence-based research faster and more accurately.
How does DistillerSR support clinical evaluation reports (CERs) and performance evaluation reports (PERs) program management?
The new European Union Medical Device Regulation (EU-MDR) and In-Vitro Device Regulation (EU-IVDR) require medical device manufacturers to increase the frequency, traceability, and overall documentation for CERs in the MDR program or PERs in the IVDR counterpart. Literature review software is an ideal tool to help you comply with these regulations.
DistillerSR automates literature reviews to enable a more transparent, repeatable, and auditable process , enabling manufacturers to create and implement a standard framework for literature reviews. This framework for conducting literature reviews can then be incorporated into all CER and PER program management plans consistently across every product, division, and research group.
How can DistillerSR help rapid reviews?
DistillerSR’s AI automation capabilities are ideal to speed up the rapid review process without compromising on quality. The AI-powered screening enables you to find references faster by continuously reordering relevant references, resulting in accelerated screening. The AI can also double-check your exclusion decisions to ensure relevant references are not left out of the rapid review.
DistillerSR title screening functionality enables you to quickly perform title screening on large numbers of references.
Does DistillerSR support living reviews?
The short answer is yes. DistillerSR has multiple capabilities that automate living systematic reviews , such as automatically importing newly published references into your projects and notifying reviewers that there’s screening to do. You can also put reports on an automated schedule so you’re never caught off guard when important new data is collected. These capabilities help ensure the latest research is included in your living systematic review and that your review is up-to-date.
How can DistillerSR help ensure the accuracy of Literature and Systematic reviews?
The quality of systematic reviews is foundational to evidence-based science. However, quality may be compromised because systematic reviews – by their very nature – are often tedious and repetitive, and prone to human error. Tracking all review activity in systematic review software, like DistillerSR, and making it easy to trace the provenance of every cell of data, delivers total transparency and auditability into the systematic review process. DistillerSR enables team members to work on the same project simultaneously without the risk of duplicating work or overwriting each other’s results. Configurable workflow filters ensure that the right references are automatically assigned to the right reviewers, and DistillerSR’s cross-project dashboard allows reviewers to monitor to-do lists for all projects from one place.
Why should I add DistillerSR to my Literature and Systematic Review Toolbox and retire my current spreadsheet solution?
It’s estimated that 90% of spreadsheets contain formula errors and approximately 50% have material defects. These errors, coupled with the time and resources necessary to fix them, adversely impact the management of the systematic review process. DistillerSR software was specifically designed to address the challenges faced by systematic review authors, namely the ever-increasing volume of research to screen and extract, review bottlenecks, and regulatory requirements for auditability and transparency, as well as a tool for managing a remote global workforce. Efficiency, consistency, better collaboration, and quality control are just a few of the benefits you’ll get when you choose DistillerSR’s systematic review process over a manual spreadsheet tool.
What is the role of AI in your systematic review process?
DistillerSR’s AI component enables the automation of the logistic-heavy tasks involved in conducting a systematic literature review, such as finding references faster using AI to continuously reorder references based on relevance. Continuous AI Reprioritization uses machine learning to learn from the references you are including and excluding and automatically reorder the ones you have left to screen, putting the most pertinent references in front of you first. This means that you find included references much more quickly. DistillerSR also uses classifiers , which use NLP to classify and process information in the systematic review. DistillerSR can also increase the thoroughness of your systematic review by having AI double-check your exclusion decisions.
What about the security and scalability of systematic literature reviews done on DistillerSR?
DistillerSR builds security, scalability, and availability into everything we do, so you can focus on producing evidence-based research faster, more accurately, and more securely with our software. We undergo an annual independent third-party audit and certify our products using the American Institute of Certified Public Accountants SOC 2 framework. In terms of scalability, systematic review projects in DistillerSR can easily handle a large number of references; some of our customers have over 700,000 references in their projects.
Do you offer any commitments on the frequency of new product and capability launches?
We pride ourselves on listening to and working with our customers to regularly introduce new capabilities that improve DistillerSR and the systematic review process. We plan on offering two major releases a year in addition to two minor feature enhancements. We notify customers in advance about upcoming releases, host webinars, develop tools and training to introduce the new capabilities, and provide extensive release notes.
I have a unique literature review protocol. Is your software configurable with my literature review data and process?
Configurability is one of the key foundations of DistillerSR. In fact, with over 300 customers in many different industries, we have yet to see a literature review protocol that our software couldn’t handle. DistillerSR is a professional B2B SaaS company with an exceptional customer success team that will work with you to understand your unique requirements and systematic review process to get you started quickly. Our global support team is available 24/7 to help you.
Still unsure if DistillerSR will meet your systematic literature review requirements?
Adopting a new software is about more than just money. New software is also about commitment and trusting that the new platform will match your scalability needs. We have resources to help you in your analysis and decision: check out the systematic review software checklist or the literature review software checklist .
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- Research Skills Blog
5 software tools to support your systematic review processes
By Dr. Mina Kalantar on 19-Jan-2021 13:01:01
Systematic reviews are a reassessment of scholarly literature to facilitate decision making. This methodical approach of re-evaluating evidence was initially applied in healthcare, to set policies, create guidelines and answer medical questions.
Systematic reviews are large, complex projects and, depending on the purpose, they can be quite expensive to conduct. A team of researchers, data analysts and experts from various fields may collaborate to review and examine incredibly large numbers of research articles for evidence synthesis. Depending on the spectrum, systematic reviews often take at least 6 months, and sometimes upwards of 18 months to complete.
The main principles of transparency and reproducibility require a pragmatic approach in the organisation of the required research activities and detailed documentation of the outcomes. As a result, many software tools have been developed to help researchers with some of the tedious tasks required as part of the systematic review process.
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The first generation of these software tools were produced to accommodate and manage collaborations, but gradually developed to help with screening literature and reporting outcomes. Some of these software packages were initially designed for medical and healthcare studies and have specific protocols and customised steps integrated for various types of systematic reviews. However, some are designed for general processing, and by extending the application of the systematic review approach to other fields, they are being increasingly adopted and used in software engineering, health-related nutrition, agriculture, environmental science, social sciences and education.
Software tools
There are various free and subscription-based tools to help with conducting a systematic review. Many of these tools are designed to assist with the key stages of the process, including title and abstract screening, data synthesis, and critical appraisal. Some are designed to facilitate the entire process of review, including protocol development, reporting of the outcomes and help with fast project completion.
As time goes on, more functions are being integrated into such software tools. Technological advancement has allowed for more sophisticated and user-friendly features, including visual graphics for pattern recognition and linking multiple concepts. The idea is to digitalise the cumbersome parts of the process to increase efficiency, thus allowing researchers to focus their time and efforts on assessing the rigorousness and robustness of the research articles.
This article introduces commonly used systematic review tools that are relevant to food research and related disciplines, which can be used in a similar context to the process in healthcare disciplines.
These reviews are based on IFIS' internal research, thus are unbiased and not affiliated with the companies.
This online platform is a core component of the Cochrane toolkit, supporting parts of the systematic review process, including title/abstract and full-text screening, documentation, and reporting.
The Covidence platform enables collaboration of the entire systematic reviews team and is suitable for researchers and students at all levels of experience.
From a user perspective, the interface is intuitive, and the citation screening is directed step-by-step through a well-defined workflow. Imports and exports are straightforward, with easy export options to Excel and CVS.
Access is free for Cochrane authors (a single reviewer), and Cochrane provides a free trial to other researchers in healthcare. Universities can also subscribe on an institutional basis.
Rayyan is a free and open access web-based platform funded by the Qatar Foundation, a non-profit organisation supporting education and community development initiative . Rayyan is used to screen and code literature through a systematic review process.
Unlike Covidence, Rayyan does not follow a standard SR workflow and simply helps with citation screening. It is accessible through a mobile application with compatibility for offline screening. The web-based platform is known for its accessible user interface, with easy and clear export options.
Function comparison of 5 software tools to support the systematic review process
Eppi-reviewer.
EPPI-Reviewer is a web-based software programme developed by the Evidence for Policy and Practice Information and Co-ordinating Centre (EPPI) at the UCL Institute for Education, London .
It provides comprehensive functionalities for coding and screening. Users can create different levels of coding in a code set tool for clustering, screening, and administration of documents. EPPI-Reviewer allows direct search and import from PubMed. The import of search results from other databases is feasible in different formats. It stores, references, identifies and removes duplicates automatically. EPPI-Reviewer allows full-text screening, text mining, meta-analysis and the export of data into different types of reports.
There is no limit for concurrent use of the software and the number of articles being reviewed. Cochrane reviewers can access EPPI reviews using their Cochrane subscription details.
EPPI-Centre has other tools for facilitating the systematic review process, including coding guidelines and data management tools.
CADIMA is a free, online, open access review management tool, developed to facilitate research synthesis and structure documentation of the outcomes.
The Julius Institute and the Collaboration for Environmental Evidence established the software programme to support and guide users through the entire systematic review process, including protocol development, literature searching, study selection, critical appraisal, and documentation of the outcomes. The flexibility in choosing the steps also makes CADIMA suitable for conducting systematic mapping and rapid reviews.
CADIMA was initially developed for research questions in agriculture and environment but it is not limited to these, and as such, can be used for managing review processes in other disciplines. It enables users to export files and work offline.
The software allows for statistical analysis of the collated data using the R statistical software. Unlike EPPI-Reviewer, CADIMA does not have a built-in search engine to allow for searching in literature databases like PubMed.
DistillerSR
DistillerSR is an online software maintained by the Canadian company, Evidence Partners which specialises in literature review automation. DistillerSR provides a collaborative platform for every stage of literature review management. The framework is flexible and can accommodate literature reviews of different sizes. It is configurable to different data curation procedures, workflows and reporting standards. The platform integrates necessary features for screening, quality assessment, data extraction and reporting. The software uses Artificial Learning (AL)-enabled technologies in priority screening. It is to cut the screening process short by reranking the most relevant references nearer to the top. It can also use AL, as a second reviewer, in quality control checks of screened studies by human reviewers. DistillerSR is used to manage systematic reviews in various medical disciplines, surveillance, pharmacovigilance and public health reviews including food and nutrition topics. The software does not support statistical analyses. It provides configurable forms in standard formats for data extraction.
DistillerSR allows direct search and import of references from PubMed. It provides an add on feature called LitConnect which can be set to automatically import newly published references from data providers to keep reviews up to date during their progress.
The systematic review Toolbox is a web-based catalogue of various tools, including software packages which can assist with single or multiple tasks within the evidence synthesis process. Researchers can run a quick search or tailor a more sophisticated search by choosing their approach, budget, discipline, and preferred support features, to find the right tools for their research.
If you enjoyed this blog post, you may also be interested in our recently published blog post addressing the difference between a systematic review and a systematic literature review.
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Advanced Literature Review Software
Synthesis provides advanced literature review software with analytical and automation functionality for delivering timely evidence-based information in hours, not months, for better decisions.
Strategic Analysis
Perform Scoping and Systematic Reviews quickly and accurately using the latest automation and information management algorithms.
Reference Management
Synthesis organizes and manages all your references and PDFs. You can then quickly search the Abstract and Full-Text PDFs for keywords and phrases.
Advanced Analytics
Quickly summarize the reference by searching and tagging for keywords, preform topic clustering or word clouds on the literature, and then graph all your data.
Multiple Databases
PubMed, PubMed Central, IEEE, US Patents, Ovid (Medline, Embase, Global Health), Web of Science, Scopus, ProQuest, and many others..
Distribution
Export capabilities for sharing the Knowledge that you have just created as either CSV files or for importing into Cite and Write managers.
Internationally Recognized
Synthesis is used in academic research universities, hospitals, government agencies, private corporations and non-governmental organziations throughout the world.
Synthesis applies the latest in automation and enhanced analytic functionality for improving the efficiency and effectiveness of conducting literature reviews...
How to get started
Explore the features of Synthesis to see what truly sets it apart from other approaches for managing and analyzing the academic and business literature.
Synthesis provides online embedded searching on major bibliographical databases, validated automated de-duplication of references, automated importing of PDFs, methods to analyze the literature, and many more features.
Synthesis is available for Windows, Macintosh, Linux and as a Java application that can be run on any platform.
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Synthesis Research Inc is a software development company focused on improving the way that literature is managed and analyzed. This desire is based around the goal of providing the best synthesized knowledge for supporting evidence-based decision making.
Synthesis Research Inc applies the latest computer science algorithms based around automation and information retrieval and management for improving the efficiency and effectiveness of conducting literature reviews through automating manual processes and enhancing the workflow.
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5 Tools for Easy Literature Review (With 2 Bonus Tools)
Context matters. It matters when you’re watching a movie, when you’re part of a conversation, and it certainly matters when you’re presenting a research paper. Leaving it out of your article can be not only confusing but also disingenuous to your audience.
That’s where a literature review comes into play. And we’re here to discuss what is a literature review and how you can have an easier time writing it.
What is a literature review?
Your literature review is the lore behind your research paper. It comes in two forms, systematic and scoping , both serving the purpose of rounding up previously published works in your research area that led you to write and finish your own. A literature review is vital as it provides the reader with a critical overview of the existing body of knowledge, your methodology, and an opportunity for research applications.
Some steps to follow while writing your review:
- Pick an accessible topic for your paper
- Do thorough research and gather evidence surrounding your topic
- Read and take notes diligently
- Create a rough structure for your review
- Synthesis your notes and write the first draft
- Edit and proofread your literature review
Tools to streamline your literature review
A literature review is one of the most critical yet tedious stages in composing a research paper. Many students find it an uphill task since it requires extensive reading and careful organization .
Using the tools listed here, you can make your life easier by overcoming some of the existing challenges in literature reviews. From collecting and classifying to analyzing and publishing research outputs, these improve your productivity without additional effort or expenses.
1. SciSpace
SciSpace is a one-stop solution for an effective literature search and barrier-free access to scientific knowledge. It is a massive repository where you can find millions of peer-reviewed articles and full-text PDF files. You can use the platform in various ways to optimize your workflow.
Find the right information
The comprehensive search filter, teamed with the ' Trace ' does a quick and easy job of finding what you want. You can narrow down on papers based on PDF availability, year of publishing, document type, and affiliated institution. Then, once you find the right paper, you can use the Trace feature to find related papers, authors, topics, and more.
Find instant explanations for papers and their abstracts
SciSpace has an AI assistant called SciSpace Copilot . Its primary function is to explain papers in simple terms. You can highlight text, clip maths and tables, and ask any question you're curious about. Copilot will give you an instant answer. While you're conducting a literature review, you can use Copilot to get a better clarity on the abstract and decide how relevant the paper is to your project.
Assess credibility of papers
Since a literature review forms the foundation of your research, it should come from credible and peer-reviewed origins. Sometimes even grey literature. SciSpace Discover helps you assess the quality of a source by providing an overview of its references, citations, and performance metrics.
Get the complete picture in no time
SciSpace Discover’s personalized suggestion engine helps you stay on course and get all the information related to the topic from one place. Every time you visit an article page , it provides you links to related papers. Besides that, it helps you understand what’s trending, who are the top authors, and the leading publishers on a topic.
Conveniently refer sources
To ensure you don't lose track of your sources, it’s best to make notes while doing your research. SciSpace Discover makes this step effortless. Click the 'Cite' button on an article page, and you will receive preloaded citation text in multiple styles. All you have to do is copy-paste it into your manuscript.
2. Mendeley
Mendeley Citation Manager is a free web and desktop application. It helps simplify your citation management workflow significantly. Here are some ways you can speed up your referencing game with Mendeley.
Generate citations and bibliographies
Easily add references from your Mendeley library to your Word document, change your citation style, and create a bibliography, all without leaving your document.
Retrieve references
It allows you to access your references quickly. Search for a term, and it will return results by referencing the year, author, or source.
Add sources to your Mendeley library by dragging PDF to Mendeley Reference Manager. Mendeley will automatically remove the PDF(s) metadata and create a library entry.
Read and annotate documents
It helps you highlight and comment across multiple PDFs while keep them all in one place using Mendeley Notebook . Notebook pages are not tied to a reference and let you quote from many PDFs.
Zotero is a free, open-source tool for managing citations that works as a plug-in on your browser. It helps you gather the information you need, cite your sources, lets you attach PDFs, notes, and images to your citations, and create bibliographies.
Import research articles to your database
Search for research articles on a keyword, and add relevant results to your database. Then, select the articles you are most interested in, and import them into Zotero.
Add bibliography in a variety of formats
With Zotero, you don’t have to scramble for different bibliography formats. Simply use the Zotero-Word plug-in to insert in-text citations and generate a bibliography.
Share your research
You can save a paper and sync it with an online library to easily share your research for group projects. Zotero can be used to create your database and decrease the time you spend formatting citations.
Sysrev facilitates screening, collaboration, and data extraction from academic publications, abstracts, and PDF documents using machine learning. The platform is free and supports public and Open Access projects only.
Some of the features of Sysrev include:
Group labels
Group labels can be a powerful concept for creating database tables from documents. When exported and re-imported, each group label creates a new table. To make labels for a project, go into the manage -> labels section of the project.
Group labels enable project managers to pull table information from documents. It makes it easier to communicate review results for specific articles.
Track reviewer performance
Sysrev's label counting tool provides filtering and visualization options for keeping track of the distribution of labels throughout the project's progress. Project managers can check their projects at any point to track progress and the reviewer's performance.
Tool for concordance
The Sysrev tool for concordance allows project administrators and reviewers to perform analysis on their labels. Concordance is measured by calculating the number of times users agree on the labels they have extracted.
Colandr is a free, open-source, internet-based analysis and screening software based on machine learning. It was designed to ease collaboration across various stages of the systematic review procedure. The tool can be a little complex to use. So, here are the steps involved in working with Colandr.
Create a review
The first step to using Colandr is setting up an organized review project. This is helpful to librarians who are assisting researchers with systematic reviews.
The planning stage is setting the review's objectives along with research queries. Any reviewer can review the details of the planning stage. However, they can only be modified by the author for the review.
Citation screening/import
In this phase, users can upload their results from database searches. Colandr also offers an automated deduplication system.
Full-text screening
The system in Colandr will discover the combination of terms and expressions that are most useful for the reader. If an article is selected, it will be moved to the final step.
Data extraction/export
Colandr data extraction is more efficient than the manual method. It creates the form fields for data extraction during the planning stage of the review procedure. Users can decide to revisit or modify the form for data extraction after completing the initial screening.
Bonus Tools
SRDR+ is a web-based tool for extracting and managing systematic review or meta-analysis data. It is open and has a searchable archive of systematic reviews and their data.
7. Plot Digitizer
Plot Digitizer is an efficient tool for extracting information from graphs and images, equipped with many features that facilitate data extraction. The program comes with a free online application, which is adequate to extract data quickly.
Writing a literature review is not easy. It’s a time-consuming process, which can become tiring at times. The softwares mentioned in this blog do an excellent job of maximizing your efforts and helping you write literature reviews much more efficiently. With them, you can breathe a sigh of relief and give more time to your research.
Frequently Asked Questions (FAQs)
1. what is rrl in research.
RRL stands for Review of Related Literature and sometimes interchanged with ‘Literature Review.’ RRL is a body of studies relevant to the topic being researched. These studies may be in the form of journal articles, books, reports, and other similar documents. Review of related literature is used to support an argument or theory being made by the researcher, as well as to provide information on how others have approached the same topic.
2. What are few softwares and tools available for literature review?
• SciSpace Discover
• Mendeley
• Zotero
• Sysrev
• Colandr
• SRDR+
3. How to generate an online literature review?
The Scispace Discover tool, which offers an excellent repository of millions of peer-reviewed articles and resources, will help you generate or create a literature review easily. You may find relevant information by utilizing the filter option, checking its credibility, tracing related topics and articles, and citing in widely accepted formats with a single click.
4. What does it mean to synthesize literature?
To synthesize literature is to take the main points and ideas from a number of sources and present them in a new way. The goal is to create a new piece of writing that pulls together the most important elements of all the sources you read. Make recommendations based on them, and connect them to the research.
5. Should we write abstract for literature review?
Abstracts, particularly for the literature review section, are not required. However, an abstract for the research paper, on the whole, is useful for summarizing the paper and letting readers know what to expect from it. It can also be used to summarize the main points of the paper so that readers have a better understanding of the paper's content before they read it.
6. How do you evaluate the quality of a literature review?
• Whether it is clear and well-written.
• Whether Information is current and up to date.
• Does it cover all of the relevant sources on the topic.
• Does it provide enough evidence to support its conclusions.
7. Is literature review mandatory?
Yes. Literature review is a mandatory part of any research project. It is a critical step in the process that allows you to establish the scope of your research and provide a background for the rest of your work.
8. What are the sources for a literature review?
• Reports
• Theses
• Conference proceedings
• Company reports
• Some government publications
• Journals
• Books
• Newspapers
• Articles by professional associations
• Indexes
• Databases
• Catalogues
• Encyclopaedias
• Dictionaries
• Bibliographies
• Citation indexes
• Statistical data from government websites
9. What is the difference between a systematic review and a literature review?
A systematic review is a form of research that uses a rigorous method to generate knowledge from both published and unpublished data. A literature review, on the other hand, is a critical summary of an area of research within the context of what has already been published.
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Top 15 tools to help you with writing a literature review.
- July 27, 2015
- Posted by: Mike Rucker
- Category: Literature Review
When you are preparing to write your literature review having the right tools at hand can immensely increase your productivity. Since a lot of your time getting prepared to write will be spent searching for papers, reading and reviewing them, as well as organizing citations… here are some programs, tools and sites that can help you out and make the process more efficient and organized.
- Get access to a good research database
You need to make sure you can access research databases that cover your subject matter. The easiest way to do this is via your university. School librarians are a great, often unutilized resource, your best bet is to start there. Alternatively, you can look for literature through free websites that provide access to research articles, journals, published studies and other scholarly sources. Try the following:
- Google Scholar
- Academia.edu
- Be sure about the citation style you’re using
It’s essential that you get familiar with the citation style you are expected to use. Each style has its own specifics and for complex examples you might need to consult the original source (manuscript) as you write your review.
- For APA (American Psychological Association) style see: https://owl.english.purdue.edu/owl/resource/560/16
- Check out this quick guide for Harvard referencing: https://www.staffs.ac.uk/assets/harvard_quick_guide_tcm44-47797.pdf
- For Chicago style use: http://www.chicagomanualofstyle.org/tools_citationguide.html
- If you need to follow MLA (Modern Language Association) guidelines, have a look at: https://owl.english.purdue.edu/owl/resource/747/01
Also, some databases and websites already offer a ‘cite’ option/button, so see if you can simply utilize existing services that can save you precious time.
- Manage your literature
As you go through numerous sources, it is important to keep track of them all and to organize and store them for easy reference. The more you can make finding them again effortless, the easier it will be to find them when you need to include them in your text. This is where Mandalay and EndNote might come in handy.
- With Mendeley all you need to do is download a PDF of the paper and move it to Mendeley. The program then annotates all the titles, authors and other information, and also syncs the papers to the cloud and other devices, so you will not lose your data if your computer breaks down. It also allows you to insert the citations in the correct format as you work on your literature review.
- EndNote does a similar job and also lets you communicate and share with your colleagues. However, it’s only free for a trial period of 30 days after which you will need to pay a subscription fee.
- Watch your style and grammar
Proper grammar is key to a great literature review so it is good to have some tools at hand that can help you check or double-check meanings and definitions, as well as spelling and correct word use. The following resources you may find useful:
- Dictionary.com
- Thesaurus.com
- Store and organize the information you find
Since you will be going through a plethora of sources, it might be a good idea to keep all your ideas organized, here are a couple of programs that can help with that:
- Evernote is a simple software program that can help you with the task of storing your ideas and accessing them later. No more bookmarks and scribbly notes. You can instead take screenshots, write digital notes yourself or take photos with your phone. Evernote makes sure all data is synchronized and accessible every day, and the basic option is free of charge.
- OneNote is Microsoft’s version of Evernote and in a similar fashion to Evernote lets you keep all of your research available in one place. Those accustomed and happy with other products associated with Microsoft’s Office Suite might find OneNote’s user interface familiar.
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- How to Write a Literature Review | Guide, Examples, & Templates
How to Write a Literature Review | Guide, Examples, & Templates
Published on January 2, 2023 by Shona McCombes .
What is a literature review? A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research that you can later apply to your paper, thesis, or dissertation topic .
There are five key steps to writing a literature review:
- Search for relevant literature
- Evaluate sources
- Identify themes, debates, and gaps
- Outline the structure
- Write your literature review
A good literature review doesn’t just summarize sources—it analyzes, synthesizes , and critically evaluates to give a clear picture of the state of knowledge on the subject.
Table of contents
What is the purpose of a literature review, examples of literature reviews, step 1 – search for relevant literature, step 2 – evaluate and select sources, step 3 – identify themes, debates, and gaps, step 4 – outline your literature review’s structure, step 5 – write your literature review, free lecture slides, frequently asked questions, introduction.
- Quick Run-through
- Step 1 & 2
When you write a thesis , dissertation , or research paper , you will likely have to conduct a literature review to situate your research within existing knowledge. The literature review gives you a chance to:
- Demonstrate your familiarity with the topic and its scholarly context
- Develop a theoretical framework and methodology for your research
- Position your work in relation to other researchers and theorists
- Show how your research addresses a gap or contributes to a debate
- Evaluate the current state of research and demonstrate your knowledge of the scholarly debates around your topic.
Writing literature reviews is a particularly important skill if you want to apply for graduate school or pursue a career in research. We’ve written a step-by-step guide that you can follow below.
Writing literature reviews can be quite challenging! A good starting point could be to look at some examples, depending on what kind of literature review you’d like to write.
- Example literature review #1: “Why Do People Migrate? A Review of the Theoretical Literature” ( Theoretical literature review about the development of economic migration theory from the 1950s to today.)
- Example literature review #2: “Literature review as a research methodology: An overview and guidelines” ( Methodological literature review about interdisciplinary knowledge acquisition and production.)
- Example literature review #3: “The Use of Technology in English Language Learning: A Literature Review” ( Thematic literature review about the effects of technology on language acquisition.)
- Example literature review #4: “Learners’ Listening Comprehension Difficulties in English Language Learning: A Literature Review” ( Chronological literature review about how the concept of listening skills has changed over time.)
You can also check out our templates with literature review examples and sample outlines at the links below.
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Before you begin searching for literature, you need a clearly defined topic .
If you are writing the literature review section of a dissertation or research paper, you will search for literature related to your research problem and questions .
Make a list of keywords
Start by creating a list of keywords related to your research question. Include each of the key concepts or variables you’re interested in, and list any synonyms and related terms. You can add to this list as you discover new keywords in the process of your literature search.
- Social media, Facebook, Instagram, Twitter, Snapchat, TikTok
- Body image, self-perception, self-esteem, mental health
- Generation Z, teenagers, adolescents, youth
Search for relevant sources
Use your keywords to begin searching for sources. Some useful databases to search for journals and articles include:
- Your university’s library catalogue
- Google Scholar
- Project Muse (humanities and social sciences)
- Medline (life sciences and biomedicine)
- EconLit (economics)
- Inspec (physics, engineering and computer science)
You can also use boolean operators to help narrow down your search.
Make sure to read the abstract to find out whether an article is relevant to your question. When you find a useful book or article, you can check the bibliography to find other relevant sources.
You likely won’t be able to read absolutely everything that has been written on your topic, so it will be necessary to evaluate which sources are most relevant to your research question.
For each publication, ask yourself:
- What question or problem is the author addressing?
- What are the key concepts and how are they defined?
- What are the key theories, models, and methods?
- Does the research use established frameworks or take an innovative approach?
- What are the results and conclusions of the study?
- How does the publication relate to other literature in the field? Does it confirm, add to, or challenge established knowledge?
- What are the strengths and weaknesses of the research?
Make sure the sources you use are credible , and make sure you read any landmark studies and major theories in your field of research.
You can use our template to summarize and evaluate sources you’re thinking about using. Click on either button below to download.
Take notes and cite your sources
As you read, you should also begin the writing process. Take notes that you can later incorporate into the text of your literature review.
It is important to keep track of your sources with citations to avoid plagiarism . It can be helpful to make an annotated bibliography , where you compile full citation information and write a paragraph of summary and analysis for each source. This helps you remember what you read and saves time later in the process.
To begin organizing your literature review’s argument and structure, be sure you understand the connections and relationships between the sources you’ve read. Based on your reading and notes, you can look for:
- Trends and patterns (in theory, method or results): do certain approaches become more or less popular over time?
- Themes: what questions or concepts recur across the literature?
- Debates, conflicts and contradictions: where do sources disagree?
- Pivotal publications: are there any influential theories or studies that changed the direction of the field?
- Gaps: what is missing from the literature? Are there weaknesses that need to be addressed?
This step will help you work out the structure of your literature review and (if applicable) show how your own research will contribute to existing knowledge.
- Most research has focused on young women.
- There is an increasing interest in the visual aspects of social media.
- But there is still a lack of robust research on highly visual platforms like Instagram and Snapchat—this is a gap that you could address in your own research.
There are various approaches to organizing the body of a literature review. Depending on the length of your literature review, you can combine several of these strategies (for example, your overall structure might be thematic, but each theme is discussed chronologically).
Chronological
The simplest approach is to trace the development of the topic over time. However, if you choose this strategy, be careful to avoid simply listing and summarizing sources in order.
Try to analyze patterns, turning points and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred.
If you have found some recurring central themes, you can organize your literature review into subsections that address different aspects of the topic.
For example, if you are reviewing literature about inequalities in migrant health outcomes, key themes might include healthcare policy, language barriers, cultural attitudes, legal status, and economic access.
Methodological
If you draw your sources from different disciplines or fields that use a variety of research methods , you might want to compare the results and conclusions that emerge from different approaches. For example:
- Look at what results have emerged in qualitative versus quantitative research
- Discuss how the topic has been approached by empirical versus theoretical scholarship
- Divide the literature into sociological, historical, and cultural sources
Theoretical
A literature review is often the foundation for a theoretical framework . You can use it to discuss various theories, models, and definitions of key concepts.
You might argue for the relevance of a specific theoretical approach, or combine various theoretical concepts to create a framework for your research.
Like any other academic text , your literature review should have an introduction , a main body, and a conclusion . What you include in each depends on the objective of your literature review.
The introduction should clearly establish the focus and purpose of the literature review.
Depending on the length of your literature review, you might want to divide the body into subsections. You can use a subheading for each theme, time period, or methodological approach.
As you write, you can follow these tips:
- Summarize and synthesize: give an overview of the main points of each source and combine them into a coherent whole
- Analyze and interpret: don’t just paraphrase other researchers — add your own interpretations where possible, discussing the significance of findings in relation to the literature as a whole
- Critically evaluate: mention the strengths and weaknesses of your sources
- Write in well-structured paragraphs: use transition words and topic sentences to draw connections, comparisons and contrasts
In the conclusion, you should summarize the key findings you have taken from the literature and emphasize their significance.
When you’ve finished writing and revising your literature review, don’t forget to proofread thoroughly before submitting. Not a language expert? Check out Scribbr’s professional proofreading services !
This article has been adapted into lecture slides that you can use to teach your students about writing a literature review.
Scribbr slides are free to use, customize, and distribute for educational purposes.
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A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .
It is often written as part of a thesis, dissertation , or research paper , in order to situate your work in relation to existing knowledge.
There are several reasons to conduct a literature review at the beginning of a research project:
- To familiarize yourself with the current state of knowledge on your topic
- To ensure that you’re not just repeating what others have already done
- To identify gaps in knowledge and unresolved problems that your research can address
- To develop your theoretical framework and methodology
- To provide an overview of the key findings and debates on the topic
Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.
The literature review usually comes near the beginning of your thesis or dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .
A literature review is a survey of credible sources on a topic, often used in dissertations , theses, and research papers . Literature reviews give an overview of knowledge on a subject, helping you identify relevant theories and methods, as well as gaps in existing research. Literature reviews are set up similarly to other academic texts , with an introduction , a main body, and a conclusion .
An annotated bibliography is a list of source references that has a short description (called an annotation ) for each of the sources. It is often assigned as part of the research process for a paper .
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Information and Software Technology
A systematic literature review of capstone courses in software engineering.
Our taxonomy of course features is based on ACM/IEEE guide for capstone courses.
There is a vast diversity in how capstone courses in SE can be implemented.
Many of the capstone courses were shorter than the recommended two semesters.
Many of the capstone courses were missing an external client.
Self- and peer-reviews were used in student assessment in a minority of courses.
Tertiary education institutions aim to prepare their computer science and software engineering students for working life. While much of the technical principles are covered in lower-level courses, team-based capstone courses are a common way to provide students with hands-on experience and teach soft skills.
This paper explores the characteristics of project-based software engineering capstone courses presented in the literature. The goal of this work is to understand the pros and cons of different approaches by synthesising the various aspects of software engineering capstone courses and related experiences.
In a systematic literature review for 2007–2022, we identified 127 articles describing real-world capstone courses. These articles were analysed based on their presented course characteristics and the reported course outcomes.
The characteristics were synthesised into a taxonomy consisting of duration, team sizes, client and project sources, project implementation, and student assessment. We found out that capstone courses generally last one semester and divide students into groups of 4–5 where they work on a project for a client. For a slight majority of courses, the clients are external to the course staff and students are often expected to produce a proof-of-concept level software product as the main end deliverable. The courses generally include various forms of student assessment both during and at the end of the course.
Conclusions:
This paper provides researchers and educators with a classification of characteristics of software engineering capstone courses based on previous research. We also further synthesise insights on the reported course outcomes. Our review study aims to help educators to identify various ways of organising capstones and effectively plan and deliver their own capstone courses. The characterisation also helps researchers to conduct further studies on software engineering capstones.
Data availability
Data will be made available on request.
Cited by (0)
Saara Tenhunen has recently graduated with a Master of Science from the University of Helsinki (UH) and works in software development. Her interests lie in software engineering and improving software engineering education for students like herself.
Tomi Männistö received his PhD from the Helsinki University of Technology, nowadays known as Aalto University. He is a full professor at the University of Helsinki of the empirical software engineering research group. His research interests include software architectures, variability modelling and management, configuration knowledge, and requirements engineering.
Matti Luukkainen received his PhD from the University of Helsinki. He is a university lecturer at the University of Helsinki, specialising in teaching web development and software engineering. His current research interest is in computer science education.
Petri Ihantola works as an associate professor of big data learning analytics and director of the MOOC-center at the University of Helsinki, Finland. He received his PhD from Aalto University in 2011. His research interests span educational data mining and building educational software with a particular focus on smart content, automated assessment, and learning analytics in computing education.
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Writing in the Health and Social Sciences: Literature Reviews and Synthesis Tools
- Journal Publishing
- Style and Writing Guides
- Readings about Writing
- Citing in APA Style
- Resources for Dissertation Authors
- Citation Management and Formatting Tools
- What are Literature Reviews?
- Conducting & Reporting Systematic Reviews
- Finding Systematic Reviews
- Tutorials & Tools for Literature Reviews
Systematic Literature Reviews: Steps & Resources
These steps for conducting a systematic literature review are listed below .
Also see subpages for more information about:
- The different types of literature reviews, including systematic reviews and other evidence synthesis methods
- Tools & Tutorials
Literature Review & Systematic Review Steps
- Develop a Focused Question
- Scope the Literature
- Refine & Expand the Search
- Limit the Results
- Download Citations
- Abstract & Analyze
- Create Flow Diagram
- Synthesize & Report Results
1. Develop a Focused Question
Consider the PICO Format: Population/Problem, Intervention, Comparison, Outcome
Focus on defining the Population or Problem and Intervention (don't narrow by Comparison or Outcome just yet!)
"What are the effects of the Pilates method for patients with low back pain?"
Tools & Additional Resources:
- PICO Question Help
- Stillwell, Susan B., DNP, RN, CNE; Fineout-Overholt, Ellen, PhD, RN, FNAP, FAAN; Melnyk, Bernadette Mazurek, PhD, RN, CPNP/PMHNP, FNAP, FAAN; Williamson, Kathleen M., PhD, RN Evidence-Based Practice, Step by Step: Asking the Clinical Question, AJN The American Journal of Nursing : March 2010 - Volume 110 - Issue 3 - p 58-61 doi: 10.1097/01.NAJ.0000368959.11129.79
2. Scope the Literature
A "scoping search" investigates the breadth and/or depth of the initial question or may identify a gap in the literature.
Eligible studies may be located by searching in:
- Background sources (books, POC tools)
- Article databases
- Trial registries
- Grey literature
- Cited reference searching
- Reference lists
When searching, if possible, translate terms to controlled vocabulary of the database. Use text word searching when necessary.
Use Boolean operators to connect search terms:
- Combine separate concepts with AND (resulting in a narrower search)
- Connecting synonyms with OR (resulting in an expanded search)
Search: pilates AND ("low back pain" OR backache )
Download a Boolean worksheet (PDF)
3. Refine & Expand Your Search
Expand your search strategy with synonymous search terms harvested from:
- database thesauri
- reference lists
- relevant studies
Example:
(pilates OR exercise movement techniques) AND ("low back pain" OR backache* OR sciatica OR lumbago OR spondylosis)
As you develop a final, reproducible strategy for each database, save your strategies in a:
- a personal database account (e.g., MyNCBI for PubMed)
- Log in with your NYU credentials
- Open and "Make a Copy" to create your own tracker for your literature search strategies
4. Limit Your Results
Use database filters to limit your results based on your defined inclusion/exclusion criteria. In addition to relying on the databases' categorical filters, you may also need to manually screen results.
- Limit to Article type, e.g.,: "randomized controlled trial" OR multicenter study
- Limit by publication years, age groups, language, etc.
NOTE: Many databases allow you to filter to "Full Text Only". This filter is not recommended . It excludes articles if their full text is not available in that particular database (CINAHL, PubMed, etc), but if the article is relevant, it is important that you are able to read its title and abstract, regardless of 'full text' status. The full text is likely to be accessible through another source (a different database, or Interlibrary Loan).
- Filters in PubMed
- CINAHL Advanced Searching Tutorial
5. Download Citations
Selected citations and/or entire sets of search results can be downloaded from the database into a citation management tool. If you are conducting a systematic review that will require reporting according to PRISMA standards, a citation manager can help you keep track of the number of articles that came from each database, as well as the number of duplicate records.
In Zotero, you can create a Collection for the combined results set, and sub-collections for the results from each database you search. You can then use Zotero's 'Duplicate Items" function to find and merge duplicate records.
- Citation Managers - General Guide
6. Abstract and Analyze
- Migrate citations to data collection/extraction tool
- Screen Title/Abstracts for inclusion/exclusion
- Screen and appraise full text for relevance, methods,
- Resolve disagreements by consensus
Covidence is a web-based tool that enables you to work with a team to screen titles/abstracts and full text for inclusion in your review, as well as extract data from the included studies.
- Covidence Support
- Critical Appraisal Tools
- Data Extraction Tools
7. Create Flow Diagram
The PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) flow diagram is a visual representation of the flow of records through different phases of a systematic review. It depicts the number of records identified, included and excluded. It is best used in conjunction with the PRISMA checklist .
Example from: Stotz, S. A., McNealy, K., Begay, R. L., DeSanto, K., Manson, S. M., & Moore, K. R. (2021). Multi-level diabetes prevention and treatment interventions for Native people in the USA and Canada: A scoping review. Current Diabetes Reports, 2 (11), 46. https://doi.org/10.1007/s11892-021-01414-3
- PRISMA Flow Diagram Generator (Theta Collaborative, U Toronto)
- PRISMA Diagram Templates (Word and PDF)
- Make a copy of the file to fill out the template
- Image can be downloaded as PDF, PNG, JPG, or SVG
- Covidence generates a PRISMA diagram that is automatically updated as records move through the review phases
8. Synthesize & Report Results
There are a number of reporting guideline available to guide the synthesis and reporting of results in systematic literature reviews.
It is common to organize findings in a matrix, also known as a Table of Evidence (ToE).
- Reporting Guidelines for Systematic Reviews
- Download a sample template of a health sciences review matrix (MS Excel)
Steps modified from:
Cook, D. A., & West, C. P. (2012). Conducting systematic reviews in medical education: a stepwise approach. Medical Education , 46 (10), 943–952.
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Why would I ask you to write paper for me?
Despite the obvious and even natural resistance to the idea of paper writing in principle that may occur with any student, you may also ask yourself, ‘Why would I need you to help me write my paper?’ The answer to this question lies in the spectrum of your routine actions. It’s not surprising that studying becomes part of our lives, but sometimes we’ve just got too much going on!
When you write an essay or academic paper, you just do one of the numerous things you face daily or weekly. This part of your life consumes lots of energy and time, so how can you possibly get around to doing other things like having fun, working, playing sports, helping relatives, and spending time with friends?
People are social creatures, and it’s only natural of us to request help from experts.. That’s why we ask doctors, electricians, or plumbers to help us! They’re all specialists. Who writes essays for you better than you do? Right, people who write numerous essays every day. We are experts in academic writing, aimed at satisfying all your needs related to education.
You just hire a professional to get a paper written, like you normally do in other situations. Our team of writers know everything about writing your paper and can cope with assignments of any complexity and academic level. Well-researched and expertly-written papers are what we do for our customers, and we always do our work professionally so that you could kick back and enjoy your life to the fullest.
The undeniable benefits of our custom paper-writing service
Apart from a paper written in accordance with the highest standards, we provide a wide range of contributory advantages to make your life easier. Let’s take a closer look at them.
Round-the-Clock Support. Our paper-writing service works day and night to help you with all current issues. Our friendly support team is available whenever you need them, even if it’s the middle of the night. They will gladly guide you and answer all your questions on how to order customized papers or consult you about the matters at hand. Feel free to share your questions or concerns with them and get comprehensible answers.
High-Class Quality. ‘Will you write a paper for me that meets all requirements?’ This question is frequently asked by many students, and we always answer in the affirmative. Our main goal is to deliver a perfectly written paper the meets the highest possible writing standards. We don’t rest unless you are satisfied with our work. If you hire a paper writer online, we guarantee you that you get 100% original and plagiarism-free assignments of high quality.
Complete Anonymity. We value your privacy and use modern encryption systems to protect you online. We don’t collect any personal or payment details and provide all our customers with 100% anonymity. ‘Can you write a paper for me and let me stay anonymous?’ Of course, we can! We are here to help you, not to cause problems.
Fast Delivery. We completely understand how strict deadlines may be when it comes to writing your paper. Even if your paper is due tomorrow morning, you can always rely on us. Our writers meet all set deadlines unequivocally. This rule is ironclad! The offered range is wide and starts from 6 hours to 2 weeks. Which one to choose is totally up to you. On our part, we guarantee that our writers will deliver your order on time.
Free Revisions. Our mission is to hone your paper to perfection. That’s why we offer you free revisions to make everything ideal and according to your needs. Feel free to ask for revisions if there is something you would like to be changed. That’s how our paper writing service works.
Money-Back Guarantee. You can get up to a 100% refund if you are dissatisfied with our work. Nevertheless, we are completely sure of our writers’ professionalism and credibility that offer you hard-core loyalty to our guarantees.
Comprehensible Explanations. ‘Can someone write my paper for me and provide clarifications?’ This question arises from time to time. Naturally, we want you to be totally prepared for the upcoming battle with your professor. If you need to fill the gaps in your knowledge, you can always ask for clarifications related to your paper. Moreover, when you order ‘write my paper for me’ service, you can always turn to our support agents for assistance. They will be glad to provide you with the necessary information and comprehensible explanations.
Fast and Customer-Focused Solutions. ‘Is it possible to do my paper for me so that I don’t worry about it at all?’ It certainly is! We offer all-encompassing solutions to all your academic problems by defining issues, determining their causes, selecting proper alternatives, and ultimately solving them. You are free to do your favorite activities while we are taking care of ongoing matters. You can always rely on us when it comes to essay-writing online and taking an individual approach to every case.
Who will write my paper when I order it?
Another crucial advantage of our service is our writers. You may have asked yourself, ‘I’d like to pay someone to write a paper for me, but who exactly will that person be?’ Once you order a paper, our managers will choose the best writer based on your requirements. You’ll get a writer who is a true expert in the relevant subject, and a perfect fit is certain to be found due to our thorough procedure of selecting.
Every applicant passes a complex procedure of tests to become one of our permanent writers. First of all, they should provide their credentials. We need to make sure that any prospective writers we hire have the proper experience.. The next step resides in passing a series of tests related to grammar, in addition to subject and/or discipline. Every paper-writer must pass them to prove their competency and their selected field of expertise.
One more step includes writing a sample to prove the ability to research and write consistently. Moreover, we always set our heart on hiring only devoted writers. When you ask us to write your essay or other academic works, you can be sure that they always do their best to provide you with well-structured and properly-written papers of high quality.
The final chord is related to special aspects of academic paper-writing. It means that every writer is prepared to cite properly, use different styles, and so on, so you don’t have to be worried about formatting at all.
‘So, can they write an ideal paper for me?’ We answer in the affirmative because we select only the best writers for our customers. Approximately 11% of all applicants can pass the whole set of tests and are ready to help you. All writers are fully compensated for their work and are highly motivated to provide you with the best results.
We are online 24/7 so that you could monitor the process of paper-writing and contact us whenever necessary. Don’t forget that your satisfaction is our priority. Our writers fully focus on your order when it comes to the ‘write my paper’ procedure. Our managers will immediately send all the information to your writer if any corrections are required.
It’s time to write my paper! What should I do?
‘I am ready to pay to have a paper written! Where do I start?’ Our team hears these words every day. We really believe that every student should be happy. That’s why we offer you to look at the simple steps to make the process even more convenient.
- Fill in the comprehensible order form located on the main page of our website. If you need some help with it, feel free to contact our support team.
- Provide the necessary details, such as the topic, subject or discipline, paper format, your academic level, etc.
- Select the deadline, and we will strictly follow it.
- Pay the total price. Submit a preferred payment method. The full sum will be deposited into your account on our website. The money will be transferred to your writer in case you approve the paper.
- If you have additional materials provided by your professor or may simply assist in writing your paper, please attach them too. They will help the assigned writer meet your professor’s expectations.
Every paper we can write for you is expertly-researched, well-structured, and consistent. Take a look at some types of papers we can help you with:
- Dissertations
- Research papers
- Case studies
- Term papers
- Business plans, etc.
Questions like ‘I would like you to write a paper for me without destroying my reputation. Can you promise to do so?’ or ‘Can you write my paper for me cheap and fast?’ often arise, and we take pride that these options are included in the list. Your safety and anonymity are parts of our common priority, which is to make you fully satisfied with all offered services.
Moreover, our pricing policy is flexible and allows you to select the options that totally suit your needs at affordable prices. You will be pleased with the results and the amount of money spent on your order. Our managers and writers will do the rest according to the highest standards.
Don’t hesitate and hire a writer to work on your paper now!
We believe that students know what is best for them, and if you suppose that it is time to ‘write my paper right now,’ we will help you handle it. ‘Will you do my paper without any hesitation?’ Of course, we will. Our service has all the necessary prerequisites to complete assignments regardless of their difficulty, academic level, or the number of pages. We choose a writer who has vast experience and a breadth of knowledge related to your topic.
Our ‘write my paper for me’ service offers a wide range of extra features to make the ordering process even more pleasant and convenient. Unlike lots of other services, we provide formatting, bibliography, amendments, and a title page for free.
‘When you write my paper for me? Can I monitor the process?’ Naturally, you can. We understand that you may want to ensure that everything is going well. Furthermore, there may be situations when some corrections are needed. We believe that a tool like this can come in handy. The assigned writer will strictly follow your and your professor’s requirements to make sure that your paper is perfect.
‘Is it possible to write my essay from scratch?’ We don’t do just proofreading or editing. Our goal is to fully carry your burden of writing. When this or similar questions appear, we always assure our customers that our writers can do whatever they need. Apart from writing from scratch or editing and proofreading, our experts can effortlessly cope with problem-solving of all kinds;even sophisticated software assignments!
Our ‘write my paper for me’ service is good for everyone who wants to delegate paper-writing to professionals and save precious time that can be spent differently and in a more practical way. We want you to be happy by offering the great opportunity to forget about endless and boring assignments once and forever. You won’t miss anything if your papers become the concern of our professional writers.
Don’t waste your precious time browsing other services. We provide you with everything you need while you are enjoying yourself by doing things you really enjoy. ‘Write my paper then! Do my paper for me right now!’ If you are ready to exclaim these words with delight, we welcome you to our haven, a place where students spend their time serenely and never worry about papers! It’s your turn to have fun, whereas our mission is to provide you with the best papers delivered on time!
Questions our customers ask
Can someone write my paper for me.
Yes, we can. We have writers ready to cope with papers of any complexity. Just contact our specialists and let us help you.
Who can I pay to write a paper for me?
We will help you select a writer according to your needs. As soon as you hire our specialist, you’ll see a significant improvement in your grades.
Can I pay someone to write a paper for me?
Yes, you can. We have lots of professionals to choose from. We employ only well-qualified experts with vast experience in academic paper writing.
What website will write a paper for me?
WritePaperFor.me is the website you need. We offer a wide range of services to cover all your needs. Just place an order and provide instructions, and we will write a perfect paper for you.
Is it safe to use your paper writing service?
Our service is completely safe and anonymous. We don’t keep your personal and payment details and use the latest encryption systems to protect you.
What are you waiting for?
You are a couple of clicks away from tranquility at an affordable price!
- Will you write my paper for me? - Yes, we will.
What we offer:, let’s write a paper for you in no time, follow these 4 simple steps and solve you problem at once.
Provide details such as your topic, the number of pages, and extra requirements, and we’ll do a paper for you in no time!
Log in to your personal account to know the current status of your paper(s). You can also turn to our support team for the same purpose. Enjoy your life while we're working on your order.
As soon as we write the paper(s) for you, check it for correctness, and if everything is good to go, just download it and enjoy the results.
Our customers’ feedback
Still hesitant just look: others have already used our services and were pleased with the results.
Thank you guys for the amazing work! I got an A, and my professor was impressed. You have done the impossible, and I will never forget your help! The best service ever!
I ordered my paper two weeks ago and received it on time. The quality is very good, much better than other companies provide. My support agent is a pro, fast and simple explanations. Thanks!
I am firmly convinced that you will never disappoint me because you haven’t done it before. Amazing approaches and solutions at perfect prices! Please continue working the way you do!
I’ve been using WritePaperFor.me for about five months, and I have nothing to complain about. Excellent quality, perfect grammar, delivery on time, nice support team, pleasant prices, amazing results.
This service helped me focus on my job, and I will never forget the support I received. I’ve got a promotion in the end! Thanks a lot for everything you do for people like me!
I have to admit that searching for a reliable and professional service was a tough quest. Nevertheless, I am happy that I managed to find writepaperforme! Everything is much better than I expected!
The best bargain is just a few clicks away!
Get an original paper that doesn’t cost a fortune!
- 450 orders completed daily
- 86 disciplines of expertise
- 820+ professionals on our team
- 4.88/5 is the average order rating
Still have questions?
Contact our support agents and let them help you!
Is it time to write a paper for you? Contact us and relish the highest academic performance!
Our professionals will do their best!
You’ll write my paper for me, won’t you? We certainly will!
So tired of writing papers that you’re starting to think of your professor’s demise? Relax, we’re only joking! However, even a joke is woven with the thread of truth, and the truth is that endless assignments are constantly nagging at you and keeping you up all night long.
‘Writing my papers is unbearable!’ you may think But you’re not alone… What if we told you that we know a magical place where professionals can write your essays so perfectly that even professors’ most sophisticated requirements will be met? You’ve probably already guessed that we’re talking about WritePaperFor.me — the most delightful, facilitating, and destressing custom paper-writing service!
We are not going to be shy about our wish to see you as our steady customer. As a result, we aren’t twiddling our thumbs but permanently improving our services; we carefully select writers who always bone up on their subjects and disciplines, and we won’t rest unless you’ve gotten your ideal paper(s). All your wishes become our unshakable rules!
Why would I ask you to write paper for me?
Despite the obvious and even natural resistance to the idea of paper writing in principle that may occur with any student, you may also ask yourself, ‘Why would I need you to help me write my paper?’ The answer to this question lies in the spectrum of your routine actions. It’s not surprising that studying becomes part of our lives, but sometimes we’ve just got too much going on!
When you write an essay or academic paper, you just do one of the numerous things you face daily or weekly. This part of your life consumes lots of energy and time, so how can you possibly get around to doing other things like having fun, working, playing sports, helping relatives, and spending time with friends?
People are social creatures, and it’s only natural of us to request help from experts.. That’s why we ask doctors, electricians, or plumbers to help us! They’re all specialists. Who writes essays for you better than you do? Right, people who write numerous essays every day. We are experts in academic writing, aimed at satisfying all your needs related to education.
You just hire a professional to get a paper written, like you normally do in other situations. Our team of writers know everything about writing your paper and can cope with assignments of any complexity and academic level. Well-researched and expertly-written papers are what we do for our customers, and we always do our work professionally so that you could kick back and enjoy your life to the fullest.
The undeniable benefits of our custom paper-writing service
Apart from a paper written in accordance with the highest standards, we provide a wide range of contributory advantages to make your life easier. Let’s take a closer look at them.
Round-the-Clock Support. Our paper-writing service works day and night to help you with all current issues. Our friendly support team is available whenever you need them, even if it’s the middle of the night. They will gladly guide you and answer all your questions on how to order customized papers or consult you about the matters at hand. Feel free to share your questions or concerns with them and get comprehensible answers.
High-Class Quality. ‘Will you write a paper for me that meets all requirements?’ This question is frequently asked by many students, and we always answer in the affirmative. Our main goal is to deliver a perfectly written paper the meets the highest possible writing standards. We don’t rest unless you are satisfied with our work. If you hire a paper writer online, we guarantee you that you get 100% original and plagiarism-free assignments of high quality.
Complete Anonymity. We value your privacy and use modern encryption systems to protect you online. We don’t collect any personal or payment details and provide all our customers with 100% anonymity. ‘Can you write a paper for me and let me stay anonymous?’ Of course, we can! We are here to help you, not to cause problems.
Fast Delivery. We completely understand how strict deadlines may be when it comes to writing your paper. Even if your paper is due tomorrow morning, you can always rely on us. Our writers meet all set deadlines unequivocally. This rule is ironclad! The offered range is wide and starts from 6 hours to 2 weeks. Which one to choose is totally up to you. On our part, we guarantee that our writers will deliver your order on time.
Free Revisions. Our mission is to hone your paper to perfection. That’s why we offer you free revisions to make everything ideal and according to your needs. Feel free to ask for revisions if there is something you would like to be changed. That’s how our paper writing service works.
Money-Back Guarantee. You can get up to a 100% refund if you are dissatisfied with our work. Nevertheless, we are completely sure of our writers’ professionalism and credibility that offer you hard-core loyalty to our guarantees.
Comprehensible Explanations. ‘Can someone write my paper for me and provide clarifications?’ This question arises from time to time. Naturally, we want you to be totally prepared for the upcoming battle with your professor. If you need to fill the gaps in your knowledge, you can always ask for clarifications related to your paper. Moreover, when you order ‘write my paper for me’ service, you can always turn to our support agents for assistance. They will be glad to provide you with the necessary information and comprehensible explanations.
Fast and Customer-Focused Solutions. ‘Is it possible to do my paper for me so that I don’t worry about it at all?’ It certainly is! We offer all-encompassing solutions to all your academic problems by defining issues, determining their causes, selecting proper alternatives, and ultimately solving them. You are free to do your favorite activities while we are taking care of ongoing matters. You can always rely on us when it comes to essay-writing online and taking an individual approach to every case.
Who will write my paper when I order it?
Another crucial advantage of our service is our writers. You may have asked yourself, ‘I’d like to pay someone to write a paper for me, but who exactly will that person be?’ Once you order a paper, our managers will choose the best writer based on your requirements. You’ll get a writer who is a true expert in the relevant subject, and a perfect fit is certain to be found due to our thorough procedure of selecting.
Every applicant passes a complex procedure of tests to become one of our permanent writers. First of all, they should provide their credentials. We need to make sure that any prospective writers we hire have the proper experience.. The next step resides in passing a series of tests related to grammar, in addition to subject and/or discipline. Every paper-writer must pass them to prove their competency and their selected field of expertise.
One more step includes writing a sample to prove the ability to research and write consistently. Moreover, we always set our heart on hiring only devoted writers. When you ask us to write your essay or other academic works, you can be sure that they always do their best to provide you with well-structured and properly-written papers of high quality.
The final chord is related to special aspects of academic paper-writing. It means that every writer is prepared to cite properly, use different styles, and so on, so you don’t have to be worried about formatting at all.
‘So, can they write an ideal paper for me?’ We answer in the affirmative because we select only the best writers for our customers. Approximately 11% of all applicants can pass the whole set of tests and are ready to help you. All writers are fully compensated for their work and are highly motivated to provide you with the best results.
We are online 24/7 so that you could monitor the process of paper-writing and contact us whenever necessary. Don’t forget that your satisfaction is our priority. Our writers fully focus on your order when it comes to the ‘write my paper’ procedure. Our managers will immediately send all the information to your writer if any corrections are required.
It’s time to write my paper! What should I do?
‘I am ready to pay to have a paper written! Where do I start?’ Our team hears these words every day. We really believe that every student should be happy. That’s why we offer you to look at the simple steps to make the process even more convenient.
- Fill in the comprehensible order form located on the main page of our website. If you need some help with it, feel free to contact our support team.
- Provide the necessary details, such as the topic, subject or discipline, paper format, your academic level, etc.
- Select the deadline, and we will strictly follow it.
- Pay the total price. Submit a preferred payment method. The full sum will be deposited into your account on our website. The money will be transferred to your writer in case you approve the paper.
- If you have additional materials provided by your professor or may simply assist in writing your paper, please attach them too. They will help the assigned writer meet your professor’s expectations.
Every paper we can write for you is expertly-researched, well-structured, and consistent. Take a look at some types of papers we can help you with:
- Dissertations
- Research papers
- Case studies
- Term papers
- Business plans, etc.
Questions like ‘I would like you to write a paper for me without destroying my reputation. Can you promise to do so?’ or ‘Can you write my paper for me cheap and fast?’ often arise, and we take pride that these options are included in the list. Your safety and anonymity are parts of our common priority, which is to make you fully satisfied with all offered services.
Moreover, our pricing policy is flexible and allows you to select the options that totally suit your needs at affordable prices. You will be pleased with the results and the amount of money spent on your order. Our managers and writers will do the rest according to the highest standards.
Don’t hesitate and hire a writer to work on your paper now!
We believe that students know what is best for them, and if you suppose that it is time to ‘write my paper right now,’ we will help you handle it. ‘Will you do my paper without any hesitation?’ Of course, we will. Our service has all the necessary prerequisites to complete assignments regardless of their difficulty, academic level, or the number of pages. We choose a writer who has vast experience and a breadth of knowledge related to your topic.
Our ‘write my paper for me’ service offers a wide range of extra features to make the ordering process even more pleasant and convenient. Unlike lots of other services, we provide formatting, bibliography, amendments, and a title page for free.
‘When you write my paper for me? Can I monitor the process?’ Naturally, you can. We understand that you may want to ensure that everything is going well. Furthermore, there may be situations when some corrections are needed. We believe that a tool like this can come in handy. The assigned writer will strictly follow your and your professor’s requirements to make sure that your paper is perfect.
‘Is it possible to write my essay from scratch?’ We don’t do just proofreading or editing. Our goal is to fully carry your burden of writing. When this or similar questions appear, we always assure our customers that our writers can do whatever they need. Apart from writing from scratch or editing and proofreading, our experts can effortlessly cope with problem-solving of all kinds;even sophisticated software assignments!
Our ‘write my paper for me’ service is good for everyone who wants to delegate paper-writing to professionals and save precious time that can be spent differently and in a more practical way. We want you to be happy by offering the great opportunity to forget about endless and boring assignments once and forever. You won’t miss anything if your papers become the concern of our professional writers.
Don’t waste your precious time browsing other services. We provide you with everything you need while you are enjoying yourself by doing things you really enjoy. ‘Write my paper then! Do my paper for me right now!’ If you are ready to exclaim these words with delight, we welcome you to our haven, a place where students spend their time serenely and never worry about papers! It’s your turn to have fun, whereas our mission is to provide you with the best papers delivered on time!
Questions our customers ask
Can someone write my paper for me.
Yes, we can. We have writers ready to cope with papers of any complexity. Just contact our specialists and let us help you.
Who can I pay to write a paper for me?
We will help you select a writer according to your needs. As soon as you hire our specialist, you’ll see a significant improvement in your grades.
Can I pay someone to write a paper for me?
Yes, you can. We have lots of professionals to choose from. We employ only well-qualified experts with vast experience in academic paper writing.
What website will write a paper for me?
WritePaperFor.me is the website you need. We offer a wide range of services to cover all your needs. Just place an order and provide instructions, and we will write a perfect paper for you.
Is it safe to use your paper writing service?
Our service is completely safe and anonymous. We don’t keep your personal and payment details and use the latest encryption systems to protect you.
What are you waiting for?
You are a couple of clicks away from tranquility at an affordable price!
- Will you write my paper for me? - Yes, we will.
What we offer:, let’s write a paper for you in no time, follow these 4 simple steps and solve you problem at once.
Provide details such as your topic, the number of pages, and extra requirements, and we’ll do a paper for you in no time!
Log in to your personal account to know the current status of your paper(s). You can also turn to our support team for the same purpose. Enjoy your life while we're working on your order.
As soon as we write the paper(s) for you, check it for correctness, and if everything is good to go, just download it and enjoy the results.
Our customers’ feedback
Still hesitant just look: others have already used our services and were pleased with the results.
Thank you guys for the amazing work! I got an A, and my professor was impressed. You have done the impossible, and I will never forget your help! The best service ever!
I ordered my paper two weeks ago and received it on time. The quality is very good, much better than other companies provide. My support agent is a pro, fast and simple explanations. Thanks!
I am firmly convinced that you will never disappoint me because you haven’t done it before. Amazing approaches and solutions at perfect prices! Please continue working the way you do!
I’ve been using WritePaperFor.me for about five months, and I have nothing to complain about. Excellent quality, perfect grammar, delivery on time, nice support team, pleasant prices, amazing results.
This service helped me focus on my job, and I will never forget the support I received. I’ve got a promotion in the end! Thanks a lot for everything you do for people like me!
I have to admit that searching for a reliable and professional service was a tough quest. Nevertheless, I am happy that I managed to find writepaperforme! Everything is much better than I expected!
The best bargain is just a few clicks away!
Get an original paper that doesn’t cost a fortune!
- 450 orders completed daily
- 86 disciplines of expertise
- 820+ professionals on our team
- 4.88/5 is the average order rating
Still have questions?
Contact our support agents and let them help you!
Is it time to write a paper for you? Contact us and relish the highest academic performance!
Our professionals will do their best!
You’ll write my paper for me, won’t you? We certainly will!
So tired of writing papers that you’re starting to think of your professor’s demise? Relax, we’re only joking! However, even a joke is woven with the thread of truth, and the truth is that endless assignments are constantly nagging at you and keeping you up all night long.
‘Writing my papers is unbearable!’ you may think But you’re not alone… What if we told you that we know a magical place where professionals can write your essays so perfectly that even professors’ most sophisticated requirements will be met? You’ve probably already guessed that we’re talking about WritePaperFor.me — the most delightful, facilitating, and destressing custom paper-writing service!
We are not going to be shy about our wish to see you as our steady customer. As a result, we aren’t twiddling our thumbs but permanently improving our services; we carefully select writers who always bone up on their subjects and disciplines, and we won’t rest unless you’ve gotten your ideal paper(s). All your wishes become our unshakable rules!
Why would I ask you to write paper for me?
Despite the obvious and even natural resistance to the idea of paper writing in principle that may occur with any student, you may also ask yourself, ‘Why would I need you to help me write my paper?’ The answer to this question lies in the spectrum of your routine actions. It’s not surprising that studying becomes part of our lives, but sometimes we’ve just got too much going on!
When you write an essay or academic paper, you just do one of the numerous things you face daily or weekly. This part of your life consumes lots of energy and time, so how can you possibly get around to doing other things like having fun, working, playing sports, helping relatives, and spending time with friends?
People are social creatures, and it’s only natural of us to request help from experts.. That’s why we ask doctors, electricians, or plumbers to help us! They’re all specialists. Who writes essays for you better than you do? Right, people who write numerous essays every day. We are experts in academic writing, aimed at satisfying all your needs related to education.
You just hire a professional to get a paper written, like you normally do in other situations. Our team of writers know everything about writing your paper and can cope with assignments of any complexity and academic level. Well-researched and expertly-written papers are what we do for our customers, and we always do our work professionally so that you could kick back and enjoy your life to the fullest.
The undeniable benefits of our custom paper-writing service
Apart from a paper written in accordance with the highest standards, we provide a wide range of contributory advantages to make your life easier. Let’s take a closer look at them.
Round-the-Clock Support. Our paper-writing service works day and night to help you with all current issues. Our friendly support team is available whenever you need them, even if it’s the middle of the night. They will gladly guide you and answer all your questions on how to order customized papers or consult you about the matters at hand. Feel free to share your questions or concerns with them and get comprehensible answers.
High-Class Quality. ‘Will you write a paper for me that meets all requirements?’ This question is frequently asked by many students, and we always answer in the affirmative. Our main goal is to deliver a perfectly written paper the meets the highest possible writing standards. We don’t rest unless you are satisfied with our work. If you hire a paper writer online, we guarantee you that you get 100% original and plagiarism-free assignments of high quality.
Complete Anonymity. We value your privacy and use modern encryption systems to protect you online. We don’t collect any personal or payment details and provide all our customers with 100% anonymity. ‘Can you write a paper for me and let me stay anonymous?’ Of course, we can! We are here to help you, not to cause problems.
Fast Delivery. We completely understand how strict deadlines may be when it comes to writing your paper. Even if your paper is due tomorrow morning, you can always rely on us. Our writers meet all set deadlines unequivocally. This rule is ironclad! The offered range is wide and starts from 6 hours to 2 weeks. Which one to choose is totally up to you. On our part, we guarantee that our writers will deliver your order on time.
Free Revisions. Our mission is to hone your paper to perfection. That’s why we offer you free revisions to make everything ideal and according to your needs. Feel free to ask for revisions if there is something you would like to be changed. That’s how our paper writing service works.
Money-Back Guarantee. You can get up to a 100% refund if you are dissatisfied with our work. Nevertheless, we are completely sure of our writers’ professionalism and credibility that offer you hard-core loyalty to our guarantees.
Comprehensible Explanations. ‘Can someone write my paper for me and provide clarifications?’ This question arises from time to time. Naturally, we want you to be totally prepared for the upcoming battle with your professor. If you need to fill the gaps in your knowledge, you can always ask for clarifications related to your paper. Moreover, when you order ‘write my paper for me’ service, you can always turn to our support agents for assistance. They will be glad to provide you with the necessary information and comprehensible explanations.
Fast and Customer-Focused Solutions. ‘Is it possible to do my paper for me so that I don’t worry about it at all?’ It certainly is! We offer all-encompassing solutions to all your academic problems by defining issues, determining their causes, selecting proper alternatives, and ultimately solving them. You are free to do your favorite activities while we are taking care of ongoing matters. You can always rely on us when it comes to essay-writing online and taking an individual approach to every case.
Who will write my paper when I order it?
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Every paper we can write for you is expertly-researched, well-structured, and consistent. Take a look at some types of papers we can help you with:
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Who will write my paper when I order it?
Another crucial advantage of our service is our writers. You may have asked yourself, ‘I’d like to pay someone to write a paper for me, but who exactly will that person be?’ Once you order a paper, our managers will choose the best writer based on your requirements. You’ll get a writer who is a true expert in the relevant subject, and a perfect fit is certain to be found due to our thorough procedure of selecting.
Every applicant passes a complex procedure of tests to become one of our permanent writers. First of all, they should provide their credentials. We need to make sure that any prospective writers we hire have the proper experience.. The next step resides in passing a series of tests related to grammar, in addition to subject and/or discipline. Every paper-writer must pass them to prove their competency and their selected field of expertise.
One more step includes writing a sample to prove the ability to research and write consistently. Moreover, we always set our heart on hiring only devoted writers. When you ask us to write your essay or other academic works, you can be sure that they always do their best to provide you with well-structured and properly-written papers of high quality.
The final chord is related to special aspects of academic paper-writing. It means that every writer is prepared to cite properly, use different styles, and so on, so you don’t have to be worried about formatting at all.
‘So, can they write an ideal paper for me?’ We answer in the affirmative because we select only the best writers for our customers. Approximately 11% of all applicants can pass the whole set of tests and are ready to help you. All writers are fully compensated for their work and are highly motivated to provide you with the best results.
We are online 24/7 so that you could monitor the process of paper-writing and contact us whenever necessary. Don’t forget that your satisfaction is our priority. Our writers fully focus on your order when it comes to the ‘write my paper’ procedure. Our managers will immediately send all the information to your writer if any corrections are required.
It’s time to write my paper! What should I do?
‘I am ready to pay to have a paper written! Where do I start?’ Our team hears these words every day. We really believe that every student should be happy. That’s why we offer you to look at the simple steps to make the process even more convenient.
- Fill in the comprehensible order form located on the main page of our website. If you need some help with it, feel free to contact our support team.
- Provide the necessary details, such as the topic, subject or discipline, paper format, your academic level, etc.
- Select the deadline, and we will strictly follow it.
- Pay the total price. Submit a preferred payment method. The full sum will be deposited into your account on our website. The money will be transferred to your writer in case you approve the paper.
- If you have additional materials provided by your professor or may simply assist in writing your paper, please attach them too. They will help the assigned writer meet your professor’s expectations.
Every paper we can write for you is expertly-researched, well-structured, and consistent. Take a look at some types of papers we can help you with:
- Dissertations
- Research papers
- Case studies
- Term papers
- Business plans, etc.
Questions like ‘I would like you to write a paper for me without destroying my reputation. Can you promise to do so?’ or ‘Can you write my paper for me cheap and fast?’ often arise, and we take pride that these options are included in the list. Your safety and anonymity are parts of our common priority, which is to make you fully satisfied with all offered services.
Moreover, our pricing policy is flexible and allows you to select the options that totally suit your needs at affordable prices. You will be pleased with the results and the amount of money spent on your order. Our managers and writers will do the rest according to the highest standards.
Don’t hesitate and hire a writer to work on your paper now!
We believe that students know what is best for them, and if you suppose that it is time to ‘write my paper right now,’ we will help you handle it. ‘Will you do my paper without any hesitation?’ Of course, we will. Our service has all the necessary prerequisites to complete assignments regardless of their difficulty, academic level, or the number of pages. We choose a writer who has vast experience and a breadth of knowledge related to your topic.
Our ‘write my paper for me’ service offers a wide range of extra features to make the ordering process even more pleasant and convenient. Unlike lots of other services, we provide formatting, bibliography, amendments, and a title page for free.
‘When you write my paper for me? Can I monitor the process?’ Naturally, you can. We understand that you may want to ensure that everything is going well. Furthermore, there may be situations when some corrections are needed. We believe that a tool like this can come in handy. The assigned writer will strictly follow your and your professor’s requirements to make sure that your paper is perfect.
‘Is it possible to write my essay from scratch?’ We don’t do just proofreading or editing. Our goal is to fully carry your burden of writing. When this or similar questions appear, we always assure our customers that our writers can do whatever they need. Apart from writing from scratch or editing and proofreading, our experts can effortlessly cope with problem-solving of all kinds;even sophisticated software assignments!
Our ‘write my paper for me’ service is good for everyone who wants to delegate paper-writing to professionals and save precious time that can be spent differently and in a more practical way. We want you to be happy by offering the great opportunity to forget about endless and boring assignments once and forever. You won’t miss anything if your papers become the concern of our professional writers.
Don’t waste your precious time browsing other services. We provide you with everything you need while you are enjoying yourself by doing things you really enjoy. ‘Write my paper then! Do my paper for me right now!’ If you are ready to exclaim these words with delight, we welcome you to our haven, a place where students spend their time serenely and never worry about papers! It’s your turn to have fun, whereas our mission is to provide you with the best papers delivered on time!
Questions our customers ask
Can someone write my paper for me.
Yes, we can. We have writers ready to cope with papers of any complexity. Just contact our specialists and let us help you.
Who can I pay to write a paper for me?
We will help you select a writer according to your needs. As soon as you hire our specialist, you’ll see a significant improvement in your grades.
Can I pay someone to write a paper for me?
Yes, you can. We have lots of professionals to choose from. We employ only well-qualified experts with vast experience in academic paper writing.
What website will write a paper for me?
WritePaperFor.me is the website you need. We offer a wide range of services to cover all your needs. Just place an order and provide instructions, and we will write a perfect paper for you.
Is it safe to use your paper writing service?
Our service is completely safe and anonymous. We don’t keep your personal and payment details and use the latest encryption systems to protect you.
What are you waiting for?
You are a couple of clicks away from tranquility at an affordable price!
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Challenges in nosql-based distributed data storage: a systematic literature review.
1. Introduction
1.1. nosql databases, 1.2. key-value store, 2. related work, 3. systematic literature review (slr), 3.1. research questions, 3.2. searching strategy, 3.3. data sources, 3.4. identification of search terms.
- On the basis of selected terms that are derived from formulated research questions.
- Try alternative terms, if relevant data on selected terms is not found.
- Search through target databases with the use of Boolean operators; “OR” and “AND” and “NOT” link the selected terms.
3.5. Inclusion and Exclusion Criteria for Study Selection:
- Selected material that addresses the quality attribute challenges of the key-value store.
- All articles from peer-reviewed publication forums.
- Highly relevant papers that were published from 2010 to 2018.
- Research papers that are in the English language.
- Material that is not related to research questions.
- PhD dissertations, technical reports, posters, and studies that had less than five pages were excluded. The aim of this study is to extract data from peer-reviewed studies that have sufficient technical details.
- Articles that were not from peer-reviewed publication forums.
- Papers that do not have information related to the publication date, such as issue and volume number, were excluded.
- Research papers that were not in the English language.
- Duplicates were included; we selected the best one that was more recent, complete, and improved. The other was excluded.
- All articles that could answer at least one research question
3.6. Data Extraction
4. results and discussions, 4.1. rq 1: what are the main challenges faced by key-value store, and what are their solutions, 4.1.1. challenges:, 4.1.2. solutions, 4.2. rq2: which models and techniques are deployed for the execution and assessment of the presented solutions, 4.2.1. models and techniques for execution, 4.2.2. algorithm-based solutions, 4.2.3. techniques for assessment, 4.3. rq3: what is the reliability status of the presented approaches, and what is the quality status of the included publications, 4.4. rq4: what are the forums of publication and line of development in studies on the key-value store, 4.4.1. overview of studies, 4.4.2. publication over years, 5. discussion, 6. threats to validity, 7. conclusions, author contributions, conflicts of interest.
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Share and Cite
Ramzan, S.; Bajwa, I.S.; Kazmi, R.; Amna. Challenges in NoSQL-Based Distributed Data Storage: A Systematic Literature Review. Electronics 2019 , 8 , 488. https://doi.org/10.3390/electronics8050488
Ramzan S, Bajwa IS, Kazmi R, Amna. Challenges in NoSQL-Based Distributed Data Storage: A Systematic Literature Review. Electronics . 2019; 8(5):488. https://doi.org/10.3390/electronics8050488
Ramzan, Shabana, Imran Sarwar Bajwa, Rafaqut Kazmi, and Amna. 2019. "Challenges in NoSQL-Based Distributed Data Storage: A Systematic Literature Review" Electronics 8, no. 5: 488. https://doi.org/10.3390/electronics8050488
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The All-in-one Literature Review Software MAXQDA is the best choice for a comprehensive literature review. It works with a wide range of data types and offers powerful tools for literature review, such as reference management, qualitative, vocabulary, text analysis tools, and more. All-in-one Literature Review Software
Accelerate your research with the best systematic literature review tools ATLAS.ti empowers researchers to perform powerful and collaborative analysis using the leading software for literature review. Buy now Get started for free Trusted by the world's leading universities and companies Finalize your literature review faster with comfort
Your literature review software should allow you to import and export your data in all the most common file formats, such as CSV, Excel, Word, PDF, RIS, and ENLX. #5 Collaboration Literature review software packages today are typically cloud-based and can be used from any browser on any device.
Two Firefox plugins that are particularly useful for literature reviews are Unpaywall and Zotero. Keep reading to learn why. 3. Unpaywall Often one of the hardest parts of a literature review is gaining access to the papers you want to read for your review.
Distiller SR: Literature Review Software Smarter Reviews: Trusted Evidence Securely automate every stage of your literature review to produce evidence-based research faster, more accurately, and more transparently at scale. Book a Demo Software Built for Every Stage of a Literature Review
Popular answers (1) 1st Jun, 2022 Jeremy Witchalls University of Canberra I agree that R and Revman are two effective and accessible (free download from internet) software packages for...
DistillerSR provides a collaborative platform for every stage of literature review management. The framework is flexible and can accommodate literature reviews of different sizes. It is configurable to different data curation procedures, workflows and reporting standards.
Synthesis - Advanced Literature Review Software Advanced Literature Review Software Synthesis provides advanced literature review software with analytical and automation functionality for delivering timely evidence-based information in hours, not months, for better decisions. Find out more Strategic Analysis
This is a great piece of software. It has made the independent viewing process so much quicker. The whole thing is very intuitive. Annie Topping Professor, University of Birmingham. Rayyan makes ordering articles and extracting data very easy. A great tool for undertaking literature and systematic reviews!
A literature review is a compilation of current knowledge on a particular topic derived from critical evaluation of different scholarly sources such as books, articles, and publications, which is then presented in an organized manner to relate to a specific research problem being investigated.
SRDR+ is a web-based tool for extracting and managing systematic review or meta-analysis data. It is open and has a searchable archive of systematic reviews and their data. 7. Plot Digitizer Plot Digitizer is an efficient tool for extracting information from graphs and images, equipped with many features that facilitate data extraction.
School librarians are a great, often unutilized resource, your best bet is to start there. Alternatively, you can look for literature through free websites that provide access to research articles, journals, published studies and other scholarly sources. Try the following: Jurn Google Scholar Academia.edu Springer
A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research that you can later apply to your paper, thesis, or dissertation topic. There are five key steps to writing a literature review:
To the best of our knowledge, there is no extensive, recent literature review done on software engineering capstone courses. A survey conducted by Dugan Jr. [21] is comprehensive but dated to 2011 and therefore does not cover the large number of primary studies published in the past decade. It also does not provide any statistics of the course ...
Example Of Software Development Lifecycle Literature Review Introduction: Computer software is a non-tangible component of the computer. It is a collection of scripts, codes and files required to perform a specified task. Software may be developed to perform one task or a collection of related tasks.
Covidence is a web-based tool that enables you to work with a team to screen titles/abstracts and full text for inclusion in your review, as well as extract data from the included studies. Tools & Additional Resources: Covidence Covidence Support Critical Appraisal Tools Data Extraction Tools 7. Create Flow Diagram
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The presented research is a Systematic Literature Review (SLR) to find the state-of-the-art research in the KVS domain, and through doing so determine the major challenges and solutions. This work reviews the 45 papers between 2010-2018 that were found to be closely relevant to our study area.