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Becoming a behavioral science researcher : a guide to producing research that matters

Author: Rex B Kline
Publisher: New York : Guilford Press, [2020]
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Kline, Rex B.
Becoming a behavioral science researcher.
New York : Guilford Press, [2020]
(DLC) 2019010917
(OCoLC)1090278833
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Rex B Kline
ISBN: 9781462541317 1462541313
OCLC Number: 1119630670
Description: 1 online resource
Contents: Cover; Half Title Page; Title Page; Copyright; Dedication; Preface and Acknowledgments; Contents; Part I. Promise and Problems; 1. Introduction; Transitions; Not Yet Ready for Prime Time; Write and Speak; What Thesis Students Say They Need; Career Paths for Behavioral Scientists; Plan of the Book; Summary; Recommended Readings; 2. Research Trinity: Design, Measurement, and Analysis; Overview; Design; Measurement; Analysis; Randomized Designs; Controlled Quasi-Experimental Designs; Uncontrolled Quasi-Experimental Designs; Longitudinal Designs; Cross-Sectional Designs Options for Comparing Nonequivalent GroupsSummary; Recommended Readings; Exercises; Answers; 3. Crises; Psychology at the Fore; Crisis as Internal Conflict; Replication Crisis; Significance Testing Crisis; Reporting Crisis; Measurement Crisis; Science 2.0; Summary; Recommended Readings; Part II. Remedies; 4. Reporting Standards: Quantitative, Qualitative and Mixed Methods Research; Definitions of Reporting Standards; Quantitative, Qualitative, and Mixed Methods Research; APA Reporting Standards for Quantitative Research; APA Reporting Standards for Qualitative and Mixed Methods Research EQUATOR Network and Other Reporting StandardsSummary; Recommended Readings; Exercises; Answers; 5. Open Science; What Is Open Science?; Open Access; Open Data; Open Source and Tools; Transparency Guidelines and Open-Science Badges; Rays of Hope with More to Do; Summary; Recommended Readings; 6. Statistics Reform; Review and Query; Rough Starts; What Statistical Significance Really Means; Big Five Misinterpretations; Other Confusions; Fantasy Land; Other Problems with Significance Testing; Big Nine Requirements; Reforms of Significance Testing; Best-Practice Recommendations; Summary Recommended ReadingsExercises; Answers; Appendix 6.A. Significance Testing Glossary; 7. Effect Size; Size Matters; Characteristics of Effect Sizes; Comparing Two Groups on Continuous Outcomes; Comparing Groups on Continuous Outcomes in More Complex Designs; Partial Eta-Squared; Effect Sizes for Dichotomous Outcomes; Extended Example; Clinical Significance; Say No to T-Shirt Effect Sizes; Summary; Recommended Readings; Exercises; Answers; Appendix 7.A. Source Tables for Two Factorial Examples; 8. Psychometrics; Chapter Scope and Organization; Classical Test Theory; Measurement Overview Multiple-Item MeasurementComposite Scores; Reliability Coefficients; Consequences of Low Reliability; Factors That Affect Reliability; Reliability Methods and Coefficients; The Prophecy Formula Revisited; Validity Methods and Coefficients; Reporting Standards for Psychometrics; Checklist for Evaluating Measures; Translating Tests; Modern Psychometric Methods; Summary; Recommended Readings; Exercises; Answers; Part III. Skills; 9. Practical Data Analysis; Vision First; Parsimony Next; Computer Tools; Error Checking; Data Screening; Proofread for Data Entry Errors; Assess Descriptive Statistics
Responsibility: Rex B. Kline.

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