Quantitative psychological research: the complete student's companion
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London ; New York
Routledge, Taylor & Francis Group
2024
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| Ausgabe: | 5th edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | xxiv, 777 Seiten Diagramme |
| ISBN: | 9781032103976 9781032077031 |
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Datensatz im Suchindex
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Contents Detailed contents of chapters x Preface xix Acknowledgements xxiii PARTI INTRODUCTION CHAPTER 1 The methods used in psychological research PART 2 CHOICE OF TOPIC, MEASURES AND RESEARCH DESIGN CHAPTER 2 The preliminary stages of research CHAPTER 3 Variables and the validity of research designs CHAPTER 4 Research designs and their internal validity PART3 METHODS 65 CHAPTER 5 Asking questions I: Interviews and surveys CHAPTER 6 Asking questions II: Measuring attitudes and meaning CHAPTER 7 Observation and content analysis PART 4 DATA AND ANALYSIS 97 CHAPTER 8 Scales of measurement CHAPTER 9 Summarising and describing data CHAPTER 10 Going beyond description 1 18 89 98 131 2 104 32 42 66 79 17
CHAPTER 11 139 CHAPTER 12 Analysis of differences between a single sample and a population 148 CHAPTER 13 Effect size and power CHAPTER 14 Parametric and non-parametric tests CHAPTER 15 Analysis of differences between two levels of an independent variable 181 CHAPTER 16 Preliminary analysis of designs with one independent variable with more than two levels 203 CHAPTER 17 Analysis of designs with more than one independent variable CHAPTER 18 Subsequent analysis after ANOVA or χ2 241 CHAPTER 19 Analysis of relationships I: Correlation 266 CHAPTER 20 Analysis of relationships lh Linear regression CHAPTER 21 Analysis of relationships III: Logistic regression CHAPTER 22 Analysis of covariance (ANCOVA) CHAPTER 23 Screening data CHAPTER 24 Exploratory factor analysis (EFA) CHAPTER 25 Multivariate analysis CHAPTER 26 Meta-analysis CHAPTER 27 Bayesian statistics CHAPTER 28 Cause and effect 164 331 345 373 383 394 402 359 172 294 319 224
PART 5 SHARING THE RESULTS 411 412 CHAPTER 29 APPENDIXES 431 Appendix I. Descriptive statistics (linked to Chapter 9) 432 Appendix II. Sampling and confidence intervals for proportions (linked to Chapter 11) 441 Appendix III. Comparing a sample with a population (linked to Chapter 12 and Chapter 11) 446 Appendix IV. The power of a one-group z-test and finding sample sizes via confidence intervals (linked to Chapter 13) 453 Appendix V. Data transformation and goodness-offit tests (linked to Chapter 14) 458 Appendix VI. Seeking differences between two levels of an independent variable (linked to Chapter 15) 464 Appendix VII. Seeking differences between more than two levels of an independent variable (linked to Chapter 16) 489 Appendix VIII. Analysis of designs with more than one independent variable (linked to Chapter 17) 514 Appendix IX. Subsequent analysis after ANOVA ory2 (linked to Chapter 18) 528 Appendix X. Correlation and reliability (linked to Chapter 19) 543 Appendix XI. Linear regression (linked to Chapter 20) 571 Appendix XII. Logistic regression (linked to Chapter 21) 589 Appendix XIII. ANCOVA (linked to Chapter 22) 604 Appendix XIV. Evaluation of measures: item and discriminative analysis, and accuracy of tests (linked to Chapter 6) 609 Appendix XV. Unbalanced designs (linked to Chapter 23) 612 Appendix XVI. Exploratory factor analysis (linked to Chapter 24) 615 Appendix XVII. Meta-analysis (linked to Chapter 26) 622 Appendix XVIII. Bayesian statistics (linked to Chapter 27) 638 Appendix XIX. Probability tables 644 Appendix XX. Power tables 686 Appendix XXI.
Miscellaneous tables References 752 Glossary of symbols 763 Author index 765 Subject index 769 742
Quantitative Psychological Research: The Complete Student’s Companion expertly guides the reader through all the stages involved in undertaking quantitative psychological research: designing a study, choosing a sample of people, undertaking the study, analysing the data, and reporting the research. Accessibly written and clearly presented, the book is designed for anyone learning to conduct quantitative psychological research as well being a reference work for professional psychologists. It covers the full research process, from the original idea to reporting the completed study, emphasizing the importance of looking beyond statistical significance in evaluating data. The book provides step-by-step guidance on choosing, interpreting and reporting the appropriate analysis, featuring worked examples and extended calculations as appendices for readers who wish to delve further. This edition features a new chapter examining ideas on how causality might be identified when data is not obtained from an experiment and has been thoroughly updated throughout to reflect latest research practices. Care has been taken to avoid tying Ле book to any specific statistical software, providing readers with a thorough grounding in the basics no matter which package they go on to use. This is a must-read for professional psychologists as well as students and researchers of Psychology, Statistics and Research Methods. This book is also invaluable for anyone interested in conducting quantitative psychological research. |
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