Technology Research Explained: Design of Software, Architectures, Methods, and Technology in General

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This book aims to help research practitioners in technology science avoid some of the most common pitfalls or at least make them easier to overcome. Many technology scientists put too little weight on how they conduct their work and should be able to become significantly better at what they do by being more aware of methodological issues. The book differs from other related works in two main respects: First, by focusing on creating, producing, or inventing new artifacts – in other words, technology science. Second, by describing a general approach to technology science linking together specialized research methods.

The book consists of 14 chapters. Following the first introductory chapter are two chapters providing the foundation for the rest of the book. These chapters clarify the meaning of key concepts and describe an overall process for technology science. The subsequent chapters 4–11 are about this process. Chapters 4, 5, and 6 concern problem analysis, research planning, and hypothesis formulation. The following five chapters then aim at evaluation. Chapter 7 introduces the concept of prediction, which plays a fundamental role in evaluating hypotheses. Chapters 8–10 address the evaluation of universal, existential, and statistical hypotheses. Chapter 11 concerns quality assurance and introduces the concepts of validity and reliability. Next, in chapters 12 and 13, we address publishing with an emphasis on the specifics of technology science. Eventually the last chapter, chapter 14, briefly introduces the philosophy of science.

The book systematically collects in the form of suggestions, recommendations, and guidelines the author’s 35-year experience as a researcher, author and reviewer in technology science. It is written for anyone working in technology science, from master’s students to researchers and supervisors.


Author(s): Ketil Stølen
Publisher: Springer
Year: 2023

Language: English
Pages: 184
City: Cham

Preface
Contents
Chapter 1 Introduction
1.1 Technology science in a historical perspective
1.2 Structure
Chapter 2 Technology Science, Explanation Science, and Innovation
2.1 Knowledge
2.2 Technology
2.3 Science
2.4 Technology science versus explanation science
2.4.1 Technology science
2.4.2 Explanation science
2.5 Technology science versus innovation
Chapter 3 Technology Science and Its Overall Process
3.1 Overall process
3.2 The role of reading
3.3 The role of writing
3.4 Comparison with explanation science
3.5 Comparison with action research
3.6 Comparison with technology development
3.7 Hybrids of different types of research
3.8 The role of machine learning
Chapter 4 Problem Analysis
4.1 Formulation of goals
4.2 Characterization of artifact needs
4.2.1 Identification of artifact needs
4.2.2 Analysis of artifact needs
4.2.3 Documentation of artifact needs
4.3 Mapping of research front
Chapter 5 Planning
5.1 Plan for invention
5.1.1 Idea generation
5.1.2 Basic techniques for idea generation
Idea generation by clarification
Idea generation by decomposition
Idea generation by simplification
Idea generation by structured reading
Idea generation by a presentation
Idea generation by experimentation
Idea generation by discussion
Idea generation by collaboration
5.2 Plan for evaluation
5.2.1 Classification of evaluation methods
5.2.2 Method triangulation
5.2.3 From the general to the special
5.3 Plan for documentation
5.3.1 Invention
5.3.2 Evaluation setup and procedures
5.3.3 Data
5.3.4 Materials
5.3.5 Interpretation and analysis
5.3.6 Deductions
Chapter 6 Hypotheses
6.1 Implicit hypotheses
6.2 Working hypotheses
6.3 Universal, existential, and statistical hypotheses
6.3.1 Universal hypotheses
6.3.2 Existential hypotheses
6.3.3 Statistical hypotheses
6.3.4 Compound hypotheses
6.4 Can hypotheses be verified?
Chapter 7 Predictions
7.1 Scientific predictions
7.2 Assumptions
7.3 Predictions about past events
7.4 Reusable forms for technology science
Chapter 8 Evaluation of Universal Hypotheses
8.1 Procedure for evaluating universal hypotheses
8.2 Examples
8.2.1 Prediction for prototyping
8.2.2 Prediction for experimental simulation
8.2.3 Prediction for field experiment
8.2.4 Prediction for field study
8.2.5 Prediction for computer simulation
8.2.6 Prediction for mathematics
8.2.7 Prediction for logical reasoning
8.2.8 Prediction for survey
8.2.9 Prediction for in-depth interview
8.2.10 Prediction for laboratory experiment
Chapter 9 Evaluation of Existential Hypotheses
9.1 Procedure for the evaluation of existential hypotheses
9.2 Examples
9.3 Working hypotheses and evaluation
Chapter 10 Evaluation of Statistical Hypotheses
10.1 Brief introduction to statistical hypothesis testing
10.2 Procedure for the evaluation of statistical hypotheses
10.3 Examples
10.4 What if the hypothesis to be evaluated is compound?
Chapter 11 Quality Assurance
11.1 Validity
11.1.1 External validity
11.1.2 Internal validity
11.1.3 Construct validity
11.1.4 Conclusion validity
11.2 Reliability
11.2.1 Inter-observer reliability
11.2.2 Internal consistency reliability
11.2.3 Parallel-forms reliability
11.2.4 Test-retest reliability
Chapter 12 Publishing
12.1 Selection of publication channel
12.1.1 Scientific poster
12.1.2 Scientific abstract
12.1.3 Popular scientific publication
12.1.4 Scientific article
12.1.5 Scientific report
12.1.6 Master’s thesis
12.1.7 Doctoral thesis
12.1.8 Scientific book
12.1.9 Patent
12.2 Reuse
Chapter 13 Article Writing
13.1 Structure
13.2 Introductory part
13.2.1 Title
13.2.2 Author list
13.2.3 Abstract
13.2.4 Keywords
13.2.5 Introduction
13.2.6 Characterizing artifact needs
13.3 Research method part
13.4 Artifact part
13.5 Evaluation part
13.6 Discussion part
13.6.1 Discussion of evaluation results
13.6.2 Discussion of validity and reliability
13.6.3 Discussion of whether artifact needs are satisfied
13.6.4 Discussion of related work
13.7 Closing part
13.7.1 Conclusion
13.7.2 Further work
13.7.3 Thanks
13.7.4 Bibliography
13.7.5 Attachments
13.8 If you get stuck
13.8.1 Getting started
13.8.2 Establishing a common thread
13.8.3 Little to discuss
13.8.4 Conclusion says nothing
13.8.5 Nothing more to cut
13.8.6 Artifact needs do not fit in
13.8.7 Hypothesis does not fit or is missing
13.8.8 Are predictions needed?
Chapter 14 Technology Science from the Perspective of Philosophy of Science
14.1 Main directions of the philosophy of science
14.1.1 Empiricism
14.1.2 Inductionism
14.1.3 Positivism
14.1.4 Logical empiricism
14.1.5 Falsificationism
14.1.6 Paradigm thinking
14.1.7 Epistemological anarchism
14.1.8 Probabilism
14.1.9 Experimentalism
14.2 Technology science in this picture
14.2.1 Technology science and empiricism
14.2.2 Technology science and inductionism
14.2.3 Technology science and positivism
14.2.4 Technology science and logical empiricism
14.2.5 Technology science and falsificationism
14.2.6 Technology science and paradigm thinking
14.2.7 Technology science and epistemological anarchism
14.2.8 Technology science and probabilism
14.2.9 Technology science and experimentalism
Appendix A Overview of Definitions
References
Index