- Experimental Design Research
Approaches, Perspectives, Applications
- © 2016
- Philip Cash 0 ,
- Tino Stanković 1 ,
- Mario Štorga 2
Technical University of Denmark, Lyngby, Denmark
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Swiss Federal Institute of Tech. Zürich, Zurich, Switzerland
University of zagreb, zagreb, croatia.
- Presents a new paradigm for integrative experimental design research
- Offers a new perspective and guidance for researchers engaged in design research
- Paves the way for the next generation of researchers in the field
- Includes supplementary material: sn.pub/extras
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Table of contents (14 chapters)
Front matter, the foundations of experimental design research, an introduction to experimental design research.
- Philip Cash, Tino Stanković, Mario Štorga
Evaluation of Empirical Design Studies and Metrics
- Mahmoud Dinar, Joshua D. Summers, Jami Shah, Yong-Seok Park
Quantitative Research Principles and Methods for Human-Focused Research in Engineering Design
- Mark A. Robinson
Classical Approaches to Experimental Design Research
Creativity in individual design work.
- Yukari Nagai
Methods for Studying Collaborative Design Thinking
- Andy Dong, Maaike Kleinsmann
The Integration of Quantitative Biometric Measures and Experimental Design Research
- Quentin Lohmeyer, Mirko Meboldt
Integration of User-Centric Psychological and Neuroscience Perspectives in Experimental Design Research
- Claus-Christian Carbon
Computation Approaches to Experimental Design Research
The complexity of design networks: structure and dynamics, using network science to support design research: from counting to connecting.
- Pedro Parraguez, Anja Maier
Computational Modelling of Teamwork in Design
- Ricardo Sosa
Human and Computational Approaches for Design Problem-Solving
- Paul Egan, Jonathan Cagan
Building on Experimental Design Research
Theory building in experimental design research.
- Imre Horváth
Synthesizing Knowledge in Design Research
- Kalle A. Piirainen
Scientific Models from Empirical Design Research
- John S. Gero, Jeff W. T. Kan
- Complex Network Visualization
- Design Research Community
- Experimental Design Research Complexity
- Integrative Experimental Design Research
- Measures and Experimental Design Research
- Qualitative Approaches to Experimental Design Research
- Quantitative Approaches to Experimental Design Research
- Quantitative Biometric
About this book
This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical approaches to promote an integrated understanding. The book also investigates where these approaches lead to and how they link design research more fully with other disciplines (e.g. psychology, cognition, sociology, computer science, management).
Above all, the book emphasizes the integrative nature of design research in terms of the methods, theories, and units of study—from the individual to the organizational level. Although this approach offers many advantages, it has inherently led to a situation in current research practice where methods are diverging and integration between individual, team and organizational understanding is becoming increasingly tenuous, calling for a multidisciplinary and transdiscipinary perspective. Experimental design research thus offers a powerful tool and platform for resolving these challenges.
Providing an invaluable resource for the design research community, this book paves the way for the next generation of researchers in the field by bridging methods and methodology. As such, it will especially benefit postgraduate students and researchers in design research, as well as engineering designers.
Editors and Affiliations
Philip Cash
Tino Stanković
Mario Štorga
Bibliographic Information
Book Title : Experimental Design Research
Book Subtitle : Approaches, Perspectives, Applications
Editors : Philip Cash, Tino Stanković, Mario Štorga
DOI : https://doi.org/10.1007/978-3-319-33781-4
Publisher : Springer Cham
eBook Packages : Engineering , Engineering (R0)
Copyright Information : Springer International Publishing Switzerland 2016
Hardcover ISBN : 978-3-319-33779-1 Published: 27 May 2016
Softcover ISBN : 978-3-319-81600-5 Published: 30 May 2018
eBook ISBN : 978-3-319-33781-4 Published: 17 May 2016
Edition Number : 1
Number of Pages : XII, 270
Number of Illustrations : 26 b/w illustrations, 43 illustrations in colour
Topics : Engineering Design , Computer-Aided Engineering (CAD, CAE) and Design , Mathematical Modeling and Industrial Mathematics , Industrial Design
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Experimental Design Research - Approaches, Perspectives, Applications
This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical approaches to promote an integrated understanding. The book also investigates where these approaches lead to and how they link design research more fully with other disciplines (e.g. psychology, cognition, sociology, computer science, management). Above all, the book emphasizes the integrative nature of design research in terms of the methods, theories, and units of study—from the individual to the organizational level. Although this approach offers many advantages, it has inherently led to a situation in current research practice where methods are diverging and integration between individual, team and organizational understanding is becoming increasingly tenuous, calling for a multidisciplinary and transdiscipinary perspective. Experimental design research thus offers a powerful tool and platform for resolving these challenges. Providing an invaluable resource for the design research community, this book paves the way for the next generation of researchers in the field by bridging methods and methodology. As such, it will especially benefit postgraduate students and researchers in design research, as well as engineering designers.
Related Papers
Dagmar Steffen
Revised and extended version of the Nordes'13 paper "Characteristics and interferences of experiments in science, the arts, and in design research" Published in Artifact Special Issue on "Experiments in Design Research", Vol 3., No. 2 (2014)
Ashley Hall
Experimentation is often considered a constituent part of the design process and designing in general, yet its exact function and identity is open to a wide variety of interpretations. For example experimentation is often confused with differentiation or iteration. The relationship between scientific and industrial design experimentation; rationale, process, objectives and methods have rarely been considered. This paper will reflect on the role of experimentation in industrial design and compare its activity to that in the scientific world. Through case studies (from the new Experimental design strand at the Royal College of Art and Imperial College’s Innovation Design Engineering dual MA/MSc) a methodology of balanced mapping and exploration will be discussed. Scientific experiments have to be repeatable in order to be valid, yet in the design world this is often impossible due to the tackling of ‘wicked’ problems that change the very nature of the problem itself, preventing repetition. In practical terms designers value a unique ‘one-off’ approach helping to guarantee the innovation and originality of their solution. At the heart of this enquiry is the difference between design experimentation: designing using experimental methods and experimental design, a fundamental creative methodology for the foundation of new industrial designs, systems and technologies.
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This paper presents a broad review of progress in design research in recent years, before making suggestions for some key research challenges that must be resolved if the grand societal challenges of the early 21st century are to be overcome. The review builds from the foundations in systematic and methodological approaches to design developed in the later decades of the 20th century through to recent research presented especially in the International Conference in Engineering Design (ICED) series of conferences. The consolidated research themes of the ICED conferences are presented together with an exploration of topics of particular focus in recent research before describing developments in research methodology and in design theory which form a foundation for current research in the subject. It is proposed that the present status is that a consolidated view of design can be formed based on accumulated recent research results. A suggested curriculum for design based on these is pre...
Journal of the learning …
Allan Collins
The term “design experiments” was introduced in 1992, in articles by Ann Brown (1992) and Allan Collins (1992). Design experiments were developed as a way to carry out formative research to test and refine educational designs based on principles derived from prior research. More recently the term design research has been applied to this kind of work. In this article, we outline the goals of design research and how it is related to other methodologies.We illustrate how design research is carried out with two very different examples. And we provide guidelines for how design research can best be carried out in the future.
Mette Agger Eriksen
swissdesignnetwork, et al. edizioni
Massimo Botta
The evolution of sciences and technologies, and their impact on society, raise new research questions which constantly tend to expand the ways to design research – in terms of topics of interests, approaches, and contaminations –; research questions that can be relevant for design knowledge, practice, and education. Starting from these considerations, the aim of the Fifth Swiss Design Network Symposium is to present an overview on design research in order to outline those theories, methods and practices that influence and reshape the design discipline. The results of the conference, published in this book, show that today design research covers a wide range of topics and acts upon the different levels of the design discipline. In fact, the contents of this book move from the theoretical to the methodological to the practical levels of the discipline and give us different kinds of contributions, from general to specific ones.
In design practice and in design research the term ‘experiment’ is widely used and often misused. To some extent, this can be ascribed to the fact that the experimental method comes close to or partly overlaps the approaches of ‘trial and error’ and ‘reflection-in-action’, as defined by Donald Schön. Nevertheless, these methods or rather approaches differ in regard to their aims, results, and context of application. Based on an investigation in design literature and various case examples from practice-led doctoral research, this paper attempts to highlight the differences between scholarly experiment,‘trial and error’ and ‘reflection-in-action’. The initial point of this investigation is from the perspective of the so-called New Experimentalism: a branch of the philosophy of natural science, and from the work of Ian Hacking that redirected and broadened the traditional conception of experiment. Hence, the role of creative practice in design research will be scrutinized from the perspective of New Experimentalism. The goal is to justify the role of artefacts in practice-led design research and in making and doing (action, intervention) as an experimental practice that contributes to the creation of knowledge and the construction of theory.
Terence Love
An epistemologically fundamental problem in design research is contradiction between two opposing perspectives: • Belief that design research will lead to the activity of design being completely understood. • Belief that research into design will ultimately be limited because design activity is dependent on human creativity and human creativity cannot be deterministically modelled in the manner of simple physical research. Both perspectives are strongly represented in the design literature. The contradiction between them has not been resolved, or addressed in an epistemologically conclusive manner. This paper addresses this problem by outlining a proposal for a unified basis for design theory that builds on previous research by the author in integrating social, environmental, ethical and technical factors in design theory. There are significant advantages for addressing this contradiction to reduce the widely acknowledged epistemological problems found in the design research literat...
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IMAGES
VIDEO
COMMENTS
Experimental research serves as a fundamental scientific method aimed at unraveling. cause-and-effect relationships between variables across various disciplines. This. paper delineates the key ...
Figure 2. Example of the process of research. A designed experiment must satisfy all requirements of the objectives of a study but is also subject to the limitations of available resources. Below we will give examples of how the objective and hypothesis of a study influences the design of an experiment. 1.
Experimental research is the most common. type of research design for people working in the sciences and a variety of other fields. Experimental design is an efficient method of optimizing the ...
Design of experiment means how to design an experiment in the sense that how the observations or measurements should be obtained to answer a query in a valid, efficient and economical way. The designing of the experiment and the analysis of obtained data are inseparable. If the experiment is designed properly keeping in mind the question, then ...
P. Cash et al. (eds.), Experimental Design Research, DOI 10.1007/978-3-319-33781-4_1. Abstract Design research brings together influences from the whole gamut of. social, psychological, and more ...
However, the term "research design" typically does not refer to the issues discussed above. The term "experimental research design" is centrally concerned with constructing research that is high in causal (or internal) validity. Causal validity concerns the accuracy of statements regarding cause and efect relationships.
ARTHUR—PSYC 302 (EXPERIMENTAL PSYCHOLOGY) 17C LECTURE NOTES [10/11/17] EXPERIMENTAL RESEARCH DESIGNS—PAGE 1. As a strict technical definition, an experiment is a study or research design in which we MANIPULATE variables. This also implies that experimental designs are characterized by RANDOM ASSIGNMENT to groups, treatments, and/or conditions.
Three main pillars of experimental design are randomization, replica-tion, and blocking, and we will flesh out their effects on the subsequent analysis as well as their implementation in an experimental design. An experimental design is always tailored toward pre-defined (primary) analyses, and an efficient analysis and unambiguous ...
luate experimental research, specifically, research designed to test cause-effect . hypotheses. You will learn about a variety of issues that must be considered when consuming the results of an experiment. For each of the major designs discussed, appropriate questions are suggested so that you can critically evaluate them. General
12.3 Writing an Experimental Research Paper. Writing an experimental research paper follows the principles and structure detailed in Chap. 4. However, there are some aspects especially important for reports about experi-mental research projects or (partly) different from reports about other research projects.
This is a form of directed or constrained randomization of assignment to treatment group that ensures that equal numbers of subjects are assigned to each of two or more treatment groups. For example, if you use 6 subjects per block to create a final sample of 60, you need 10 blocks altogether.
more extensive description of other experimental designs, the reader is directed to research design works such as Campbell (1957); Campbell and Stanley (1963); Creswell (2003); Gall et al. (2005); Shadish et al. (2002); and Thompson (2006). The first true experimental design is known as the Pretest-Posttest Control-Group Design. This research ...
Table of contents. Step 1: Define your variables. Step 2: Write your hypothesis. Step 3: Design your experimental treatments. Step 4: Assign your subjects to treatment groups. Step 5: Measure your dependent variable. Other interesting articles. Frequently asked questions about experiments.
Experimental research design is centrally concerned with constructing research that is high in causal (internal) validity. Randomized experimental designs provide the highest levels of causal validity. Quasi-experimental designs have a number of potential threats to their causal validity. Yet, new quasi-experimental designs adopted from fields ...
Now, if we divide the frequency with which a given mean was obtained by the total number of sample means (36), we obtain the probability of selecting that mean (last column in Table 10.5). Thus, eight different samples of n = 2 would yield a mean equal to 3.0. The probability of selecting that mean is 8/36 = 0.222.
The cardiometabolic risk factors that were measured included blood pressure, insulin resistance, triglyercides, and HDL. Additional data was collected such as BMI and blood levels of vitamin D as serum 25(OH)D. Baseline measurements were taken, as well as measurements at 6 months and. 12 months (end of study).
experimental research designs to determine whether there is a causal relationship between the treatment and the outcome. This chapter outlines key features and provides examples of common experimental and quasi-experimental research designs. We also make recommendations for how experimental designs might best be applied and utilized within
Abstract and Figures. This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis ...
Originate with a question or problem. Require a clear articulation of an objective. Follow a specific plan or procedure (a method) Require collection and interpretation of data. Empirical research consists of: Experimentation. Interpretation of results. Presentation of results.
About this book. This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches ...
The term "design experiments" was introduced in 1992, in articles by Ann Brown (1992) and Allan Collins (1992). Design experiments were developed as a way to carry out formative research to test and refine educational designs based on principles derived from prior research.
Moreover, the paper expounds on the procedural steps in conducting experimental research, emphasizing the importance of methodological rigor from study design to result interpretation. Additionally, it delineates the potential threats to internal and external validity, highlighting the significance of mitigating confounding factors for robust ...
The fourth book in The SAGE Quantitative Research Kit, this resource covers the basics of designing and conducting basic experiments, outlining the various types of experimental designs available ...
The introduction of genome engineering technology has transformed biomedical research, making it possible to make precise changes to genetic information. However, creating an efficient gene-editing system requires a deep understanding of CRISPR technology, and the complex experimental systems under investigation. While Large Language Models (LLMs) have shown promise in various tasks, they ...
We expect Society-funded researchers to adhere to rigorous experimental methods and reporting practices. We believe that sharing data and resources enhances research and speeds scientific discovery. Data and resources developed through Society-sponsored research will be made available to other researchers after publication in an expeditious manner.
Experimental and quasi-experimental research designs examine whether there is a causal. relationship between independent and dependent variables. Simply de ned, the independent. variable is the ...