Experimental human-computer interaction: a practical guide with visual examples
"Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental proc...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge [u.a.]
Cambridge Univ. Press
2012
|
| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | "Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analyzing and reporting the results. The advice offered in this book draws on the author's twenty years of experience running experiments. In describing general concepts of experimental design and analysis she refers to numerous worked examples that address the very real practicalities and problems of conducting an experiment, such as managing participants, getting ethical approval, preempting criticism, choosing a statistical method, and dealing with unexpected events"-- |
| Beschreibung: | XVI, 245 S. graph. Darst. |
| ISBN: | 9781107010062 9780521279543 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804149499238547456 |
|---|---|
| adam_text | Contents
List of
Experiments
page
xi
Acknowledgements
xiii
Preface
xv
Introduction
1
1.1
Assessing the worth of an HCI idea
1
1.2
Experiments: Assessing worth by comparison
3
1.3
Evaluations: Assessing worth by use
4
1.4
Focus of this book
5
1.5
Structure of this book
6
Defining the research
8
2.1
The research question
9
2.2
Conditions for comparison
10
2.3
Designing experiments
15
2.4
Generalisability
16
2.5
Experimental objects
18
2.6
Experimental tasks
28
2.7
Experimental trials
36
2.8
Nature of the domain
40
2.9
Evaluations
46
2.10
Summary
50
Experimental procedure
51
3.1
Allocating participants to conditions
51
3.2
The experimental process: Defining the participant
experience
58
3.3
Klot
experiments
68
3.4
Experimental materials: Software
71
vu
viii Contents
3.5
Additional experimental processes
3.6
Practical issues
3.7
Ethical approval
3.8
Evaluations
3.9
Summary
Data collection and qualitative analysis
4.1
The data and the research question
4.2
Some principles of qualitative data collection and analysis
4.3
Nature of data collected
4.4
Collecting a variety of data
4.5
Evaluations
4.6
Summary
Statistics
5.1
Statistical analysis
5.2
Parametric analysis (for normally distributed data)
5.3
Nonparametric analysis (for nonnormally distributed data)
5.4
Analysis of preference data
5.5
Further analyses
5.6
Role of qualitative data
5.7
Evaluations
5.8
Summary
Reporting
6.1
Reviewers concerns
6.2
Justifying design decisions
6.3
Presenting results and conclusions
6.4
The overall story
6.5
Evaluations
6.6
Summary
Problems and pitfalls
7.1
Problems
7.2
Pitfalls
7.3
Evaluations
7.4
Summary
Six principles for conducting experiments
8.1
A model of the experimental process
8.2
Six key principles for conducting experiments
8.3
Concluding remarks
Contents ix
Appendix
Al Independent
measures examples
203
ALI
Parametric analysis
203
A
1.2
Nonparametric analysis (for nonnormally distributed data)
209
A1.3 Summary
215
Appendix A2 Statistical formulae
216
A2.1 Parametric tests
217
A2.2 Nonparametric tests
222
Appendix
A3
Factor analysis example
227
A3.1 Multiway factor analysis
227
A3.2
Selective factor analysis
231
Bibliography
235
References
237
Index
241
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| isbn | 9781107010062 9780521279543 |
| language | English |
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| spelling | Purchase, Helen C. Verfasser aut Experimental human-computer interaction a practical guide with visual examples Helen C. Purchase 1. publ. Cambridge [u.a.] Cambridge Univ. Press 2012 XVI, 245 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier "Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analyzing and reporting the results. The advice offered in this book draws on the author's twenty years of experience running experiments. In describing general concepts of experimental design and analysis she refers to numerous worked examples that address the very real practicalities and problems of conducting an experiment, such as managing participants, getting ethical approval, preempting criticism, choosing a statistical method, and dealing with unexpected events"-- Experimentelle Versuchsforschung (DE-588)4488711-5 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Experimentelle Versuchsforschung (DE-588)4488711-5 s DE-604 Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025290228&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Purchase, Helen C. Experimental human-computer interaction a practical guide with visual examples Experimentelle Versuchsforschung (DE-588)4488711-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)4488711-5 (DE-588)4125909-9 |
| title | Experimental human-computer interaction a practical guide with visual examples |
| title_auth | Experimental human-computer interaction a practical guide with visual examples |
| title_exact_search | Experimental human-computer interaction a practical guide with visual examples |
| title_full | Experimental human-computer interaction a practical guide with visual examples Helen C. Purchase |
| title_fullStr | Experimental human-computer interaction a practical guide with visual examples Helen C. Purchase |
| title_full_unstemmed | Experimental human-computer interaction a practical guide with visual examples Helen C. Purchase |
| title_short | Experimental human-computer interaction |
| title_sort | experimental human computer interaction a practical guide with visual examples |
| title_sub | a practical guide with visual examples |
| topic | Experimentelle Versuchsforschung (DE-588)4488711-5 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | Experimentelle Versuchsforschung Mensch-Maschine-Kommunikation |
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