Verfügbarkeit: Research methods in applied settings

Research methods in applied settings: an integrated approach to design and analysis

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Bibliographische Detailangaben
Hauptverfasser:	Gliner, Jeffrey A. (VerfasserIn), Morgan, George A. 1936- (VerfasserIn), Leech, Nancy L. (VerfasserIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	New York [u.a.] Routledge 2009
Ausgabe:	2. ed.
Schlagworte:	Sozialwissenschaften Social sciences > Research Methode Forschung
Online-Zugang:	Inhaltsverzeichnis
Beschreibung:	XVII, 469 S. graph. Darst.
ISBN:	9780805864342

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adam_text	Contents Preface ...........................................................................................................................................xiii Acknowledgments .....................................................................................................................xvii Section I Introductory Chapters 1. Definitions, Purposes, and Dimensions of Research ......................................................3 Definitions of Research ...........................................................................................................3 Purposes of Research ..............................................................................................................4 Research Dichotomies .............................................................................................................6 Research Types or Approaches ..............................................................................................9 Sample Studies .......................................................................................................................11 Summary .................................................................................................................................13 Key Concepts ..........................................................................................................................14 Key Distinctions .....................................................................................................................14 Different Terms for Similar Concepts .................................................................................15 Application Problems ............................................................................................................15 Notes ........................................................................................................................................17 2. Planning a Quantitative Research Project ......................................................................19 Overview of the Steps in the Research Plan ......................................................................19 Research Problems .................................................................................................................21 Review of the Literature .......................................................................................................25 Summary .................................................................................................................................27 Key Concepts ..........................................................................................................................28 Key Distinctions .....................................................................................................................28 Application Problems ............................................................................................................28 Section II Quantitative Research Approaches, Questions, and Designs 3. Variables, Research Questions, and Hypotheses ...........................................................33 Variables ..................................................................................................................................33 Research Hypotheses and Questions .................................................................................38 Five Sample Research Studies ..............................................................................................40 Summary .................................................................................................................................41 Key Concepts ..........................................................................................................................42 Key Distinctions .....................................................................................................................42 Application Problems ............................................................................................................42 Notes ........................................................................................................................................43 vi Contents 4. Research Approaches ...........................................................................................................45 Overview of the Research Approaches ..............................................................................45 Research Approaches With an Active Independent Variable .........................................47 Research Approaches With Attribute Independent Variables ........................................49 Summary .................................................................................................................................51 Key Concepts ..........................................................................................................................53 Key Distinctions .....................................................................................................................53 Application Problems ............................................................................................................54 5. Randomized Experimental and Quasi-Experimental Designs ..................................55 Design Terminology ..............................................................................................................55 Quasi-Experimental Designs with Major Limitations .....................................................56 Better Quasi-Experimental Designs ....................................................................................58 Randomized Experimental Designs ...................................................................................64 Summary .................................................................................................................................68 Key Concepts ..........................................................................................................................68 Key Distinctions .....................................................................................................................68 Application Problems ............................................................................................................70 Notes ........................................................................................................................................71 6. Single-Subject Designs .......................................................................................................73 Reversal Designs ....................................................................................................................74 Multiple-Baseline Designs ....................................................................................................76 Alternating Treatment Designs ...........................................................................................78 Measurement and Data Analysis ........................................................................................80 Generalization and Meta-Analysis of Single-Subject Designs ........................................83 Summary .................................................................................................................................84 Key Concepts ..........................................................................................................................84 Key Distinctions.. ...................................................................................................................85 Application Problems ............................................................................................................85 7. Nonexperimental Approaches and Designs ...................................................................89 Quantitative Nonexperimental Research Approaches ....................................................89 An Expanded View of the Five Quantitative Approaches ...............................................95 Qualitative Nonexperimental Research Approaches .......................................................96 Summary .................................................................................................................................98 Key Concepts ..........................................................................................................................99 Key Distinctions .....................................................................................................................99 Application Problems ..........................................................................................................100 Notes .......................................................................................................................,..............100 8. Internal Validity .................................................................................................................101 Identifying Causal Relationships ......................................................................................101 Evaluating internal Validity ...............................................................................................103 Traditional Threats to Internal Validity ............................................................................105 Summary ............................................................................................................................... Ю9 Key Concepts ........................................................................................................................ HO Key Distinctions ................................................................................................................... HO Application Problems .......................................................................................................... HO Contents vii Section IH Sampling, Measurement, and Data Collection 9. Sampling and Introduction to External Validity .........................................................115 What Is Sampling? ...............................................................................................................115 Sampling Designs ................................................................................................................118 External Validity ..................................................................................................................128 Sampling and the Internal and External Validity of a Study ........................................130 Summary ...............................................................................................................................130 Key Concepts ........................................................................................................................131 Key Distinctions ...................................................................................................................132 Different Terms for Similar Concepts ...............................................................................132 Application Problems ..........................................................................................................133 10. Measurement and Descriptive Statistics .......................................................................135 Overview of the Normal Curve .........................................................................................135 Measurement ........................................................................................................................135 Descriptive Statistics and Graphs ......................................................................................141 More on the Normal Curve ................................................................................................146 Levels of Measurement and Descriptive Statistics .........................................................148 Summary ...............................................................................................................................149 Key Concepts ........................................................................................................................150 Key Distinctions ...................................................................................................................150 Application Problems ..........................................................................................................150 Notes ......................................................................................................................................151 11. Measurement Reliability ..................................................................................................153 Measurement Reliability .....................................................................................................153 Methods to Assess Measurement Reliability ..................................................................156 Summary ...............................................................................................................................161 Key Concepts ........................................................................................................................162 Key Distinctions ...................................................................................................................162 Application Problems ..........................................................................................................162 Notes ......................................................................................................................................163 12. Measurement Validity .......................................................................................................165 Introduction to Validity from the 1999 Standards ..........................................................166 Evaluation of Measurement Validity ................................................................................171 Summary ...............................................................................................................................172 Key Concepts ........................................................................................................................172 Key Distinctions ...................................................................................................................172 Application Problems ..........................................................................................................173 13. Types of Data Collection Techniques .............................................................................175 Overview ...............................................................................................................................175 Researcher-Observed Measures ........................................................................................177 Tests and Documents ..........................................................................................................178 Self-Report Measures ..........................................................................................................181 Summary ...............................................................................................................................186 Key Concepts ........................................................................................................................187 viii Contents Key Distinctions ...................................................................................................................187 Application Problems..........................................................................................................188 14. Ethical Issues in Conducting the Study .........................................................................191 Ethical Principles in Human Research .............................................................................191 Ethical Issues in the Sample Selection ..............................................................................196 Ethical Issues and the Methods Section ...........................................................................197 Approval from the Institutional Review Board ..............................................................201 Ethical Issues With Regard to the Data Collection .........................................................204 Summary ...............................................................................................................................205 Key Concepts ........................................................................................................................205 Key Distinctions ...................................................................................................................205 Application Problems ..........................................................................................................206 15. Practical Issues in Data Collection and Coding ...........................................................209 Initial Steps in the Research Process .................................................................................209 Data Coding, Entry, and Checking ...................................................................................211 Data Reduction: Applying Measurement Reliability and Validity ..............................218 Summary ...............................................................................................................................223 Key Concepts ........................................................................................................................224 Key Distinctions ...................................................................................................................224 Application Problems ..........................................................................................................224 Section IV Data Analysis and Interpretation 16. Making Inferences from Sample Data I: The Null Hypothesis Significance Testing Approach ................................................................................................................229 An Example ..........................................................................................................................229 The Null Hypothesis (Ho) and Alternative Hypotheses (Яг) ........................................230 The Inferential Process ........................................................................................................232 Understanding and Assessing Statistical Power .............................................................237 Problems With Null Hypothesis Significance Testing ...................................................240 Improvements to NHST ......................................................................................................242 Summary ...............................................................................................................................243 Key Concepts ........................................................................................................................244 Key Distinctions ...................................................................................................................244 Application Problems ..........................................................................................................244 Notes ......................................................................................................................................245 17. Making Inferences from Sample Data II: The Evidence-Based Approach ............247 Problems With Considering Only a Single Study ...........................................................247 Confidence Intervals ............................................................................................................247 Effect Sizes ............................................................................................................................250 Meta-Analysis .......................................................................................................................254 Summary ...............................................................................................................................257 Key Concepts ........................................................................................................................258 Key Distinctions ...................................................................................................................258 Application Problems ..........................................................................................................258 Contents ix 18. General Design Classifications for Selection of Difference Statistical Methods .............................................................................................................261 General Design Classifications ..........................................................................................261 More Design Considerations ..............................................................................................262 Diagramming Designs ........................................................................................................265 Describing the Various Types of Design ..........................................................................267 Design Classifications of Specific Research Designs ......................................................269 Summary ...............................................................................................................................270 Key Concepts ........................................................................................................................272 Key Distinctions ...................................................................................................................272 Application Problems ..........................................................................................................272 Notes ......................................................................................................................................274 19. Selection of Appropriate Statistical Methods: Integration of Design and Analysis ................................................................................................................................275 Review of Concepts Necessary for Selecting Inferential Statistics ..............................275 Selection of Appropriate Inferential Statistics .................................................................279 The General Linear Model ..................................................................................................284 Summary ...............................................................................................................................285 Key Concepts ........................................................................................................................285 Key Distinctions ...................................................................................................................285 Different Term for Similar Concept ..................................................................................286 Application Problems ..........................................................................................................286 Notes ......................................................................................................................................287 20. Data Analysis and Interpretation — Basic Difference Questions .............................289 Analyzing Single-Factor (Between-Groups) Designs With Parametric Statistics ......289 Analyzing Single-Factor (Between-Groups) Designs With Nonparametric Statistics .....................................................................................................294 Analyzing Single-Factor Repeated-Measures Designs with Parametric Statistics .......295 Analyzing Single-Factor Within-Subjects Designs With Nonparametric Statistics ......298 Advantages and Disadvantages of Within-Subjects Designs .......................................299 Summary ...............................................................................................................................300 Key Concepts ........................................................................................................................300 Key Distinctions ...................................................................................................................301 Application Problems ..........................................................................................................301 21. Analysis and Interpretation of Basic Associational Research Questions ..............305 Analyzing Continuous Variables With Parametric Statistics ........................................305 Using Nonparametric Associational Statistics ................................................................308 Misleading Correlation Coefficients .................................................................................309 Associational Statistics for Nominal Variables ...............................................................309 Summary ...............................................................................................................................314 Key Concepts ........................................................................................................................315 Key Distinctions ...................................................................................................................315 Application Problems ..........................................................................................................316 Notes ......................................................................................................................................317 Contents 22. Analysis and Interpretation of Complex Research Questions ..................................319 Analysis and Interpretation of Complex Difference Questions ...................................319 Analysis and Interpretation of Complex Associational Questions ..............................329 Summary ...............................................................................................................................334 Key Concepts ........................................................................................................................335 Key Distinctions ...................................................................................................................335 Application Problems ..........................................................................................................335 Note ........................................................................................................................................338 Section V Evaluating and Writing Research Reports 23. Evaluating Research Validity: Part 1 ...............................................................................341 A Framework for Evaluating Research Validity ..............................................................341 Analysis of the Design and Methods ................................................................................343 Evaluation of the Four Key Dimensions of Research Validity ......................................348 Summary ...............................................................................................................................353 Key Concepts ........................................................................................................................354 Key Distinctions ...................................................................................................................354 Application Problems ..........................................................................................................354 24. Evaluating Research Validity: Part II .............................................................................355 Overall Measurement Validity of the Constructs ...........................................................355 External Validity ..................................................................................................................357 Other Issues ..........................................................................................................................361 The Relative Importance of Different Validity Dimensions ..........................................362 Summary ...............................................................................................................................363 Key Concepts ........................................................................................................................364 Key Distinctions ...................................................................................................................364 Application Problems ..........................................................................................................364 25. Narrative Evaluations of the Five Sample Articles ......................................................367 Study 1: A Randomized Experiment ................................................................................368 Study 2: A Quasi-Experiment ............................................................................................370 Study 3: A Nonexperimental Study Using the Comparative Approach ......................373 Study 4: A Nonexperimental Study Using the Associational Approach ....................375 Study 5: A Purely Descriptive Study ................................................................................377 Summary ...............................................................................................................................379 Key Concepts ........................................................................................................................380 Key Distinctions ...................................................................................................................381 Application Problems ..........................................................................................................381 Note ........................................................................................................................................381 26. Evaluating Research for Evidence-Based Practice .......................................................383 Levels of Evidence ............................................................................................................... З8З Problems With the Use of Levels of Evidence Hierarchies ............................................386 The Process of Evidence-Based Practice ...........................................................................388 Summary ...............................................................................................................................389 Key Concepts ........................................................................................................................389 Contents xi Key Distinctions ...................................................................................................................389 Application Problems..........................................................................................................390 27. Writing the Research Report............................................................................................391 The Anatomy of a Research Article ..................................................................................391 Writing About Your Results ...............................................................................................398 Ethical Issues Related to Publishing and Reviewing .....................................................402 Summary ...............................................................................................................................407 Key Concepts ........................................................................................................................407 Key Distinctions ...................................................................................................................407 Application Problems ..........................................................................................................408 Notes ......................................................................................................................................409 References ...................................................................................................................................411 Appendices Appendix A: Suggested Readings ..........................................................................................421 Appendix B: Confusing Terms ...............................................................................................423 Appendix C: Glossary ...............................................................................................................427 Appendix D: Writing Research Problems and Questions .................................................439 Appendix E: Questions for Evaluating Research Validity ................................................443 Appendix F: Making American Psychological Association Tables and Figures ..........447 Subject Index ..............................................................................................................................453 Author Index ...............................................................................................................................467
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spelling	Gliner, Jeffrey A. Verfasser aut Research methods in applied settings an integrated approach to design and analysis Jeffrey A. Gliner ; George A. Morgan ; Nancy L. Leech 2. ed. New York [u.a.] Routledge 2009 XVII, 469 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Sozialwissenschaften Social sciences Research Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Forschung (DE-588)4017894-8 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Forschung (DE-588)4017894-8 s Methode (DE-588)4038971-6 s b DE-604 Morgan, George A. 1936- Verfasser (DE-588)139014950 aut Leech, Nancy L. Verfasser aut Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018644981&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Gliner, Jeffrey A. Morgan, George A. 1936- Leech, Nancy L. Research methods in applied settings an integrated approach to design and analysis Sozialwissenschaften Social sciences Research Sozialwissenschaften (DE-588)4055916-6 gnd Methode (DE-588)4038971-6 gnd Forschung (DE-588)4017894-8 gnd
subject_GND	(DE-588)4055916-6 (DE-588)4038971-6 (DE-588)4017894-8
title	Research methods in applied settings an integrated approach to design and analysis
title_auth	Research methods in applied settings an integrated approach to design and analysis
title_exact_search	Research methods in applied settings an integrated approach to design and analysis
title_full	Research methods in applied settings an integrated approach to design and analysis Jeffrey A. Gliner ; George A. Morgan ; Nancy L. Leech
title_fullStr	Research methods in applied settings an integrated approach to design and analysis Jeffrey A. Gliner ; George A. Morgan ; Nancy L. Leech
title_full_unstemmed	Research methods in applied settings an integrated approach to design and analysis Jeffrey A. Gliner ; George A. Morgan ; Nancy L. Leech
title_short	Research methods in applied settings
title_sort	research methods in applied settings an integrated approach to design and analysis
title_sub	an integrated approach to design and analysis
topic	Sozialwissenschaften Social sciences Research Sozialwissenschaften (DE-588)4055916-6 gnd Methode (DE-588)4038971-6 gnd Forschung (DE-588)4017894-8 gnd
topic_facet	Sozialwissenschaften Social sciences Research Methode Forschung
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