Research design for program evaluation: the regression-discontinuity approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Beverly Hills u.a.
Sage Publ.
1984
|
| Edition: | 1. print. |
| Series: | Centemporary evaluation research
6. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 272 S. graph. Darst. |
| ISBN: | 0803920377 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents
Acknowledgments 13
Foreword by Donald T. Campbell 15
1. Introduction to Regression Discontinuity 45
The Basic Regression Discontinuity Design 47
Some Assumptions of Regression Discontinuity 53
Social Policy and Research Design 57
2. A Short History of Regression Discontinuity 67
The Academic Tradition 69
The Compensatory Education Tradition 73
Frequency and Location of Use 11
Reasons Cited for Not Using Model C 11
Reasons Cited in Favor of Using Model C 84
Summary of Use Issues 86
3. Design Variations 87
Assignment Variations 88
Measurement Variations 94
Program Variations 95
Postprogram Measure Variations 96
Aggregation Variations 100
Post Hoc Analysis 104
Summary 104
4. Regression Discontinuity and Allocation Formulas 107
Types of Federal Grants 108
Examples of Allocation Formula Designs 112
Problems in Allocation Formula Designs 115
5. The Statistical Analysis of the Regression Discontinuity
Design 121
A Statistical Model for Regression Discontinuity 122
Model Specification 128
Design Variations and Analytic Implications 133
Multiple Cutoff Points 134
Random Assignment in Regression Discontinuity Designs 135
The Use of Covariates 137
Composite Pretest Measures 137
Pretest Homogeneity in the Program Group 138
Separate Within Group Distributions 138
Illustrative Analyses 139
Second Grade Reading Program 140
Fourth Grade Math Program 145
Summary of Regression Discontinuity Analysis 148
The Analysis of the Fuzzy Regression Discontinuity
Design 153
The Relative Assignment Approach 156
Illustrative Simulations 162
Illustrative Real Data Analysis 166
Conclusions 172
6. The Negative Gain Controversy 175
Background 175
The Pattern of Results 177
Some Likely Sources of the Discrepancy in Results 179
Three Potentially Biasing Factors in Model A 181
Residual Regression Artifacts in Model A 181
Attrition Bias in Model A 187
Time of Testing Bias in Model A 191
Three Potentially Biasing Factors in Model C 195
Misassignment Bias in Model C 195
Measurement Related Bias in Model C 202
Data Preparation Problems in Model C 205
Summary of the Negative Gain Issue 209
7. The Implementation of Regression Discontinuity 211
Assignment Issues 212
Placement of the Cutoff Value 212
Selection of the Cutoff Value 213
Measures Used for Assignment 214
Adherence to the Cutoff 216
Assignment Problems and the Estimate of Gain 219
Measurement Issues 220
Test Administration 221
Test Characteristics 223
Test Problems 225
Data Maintenance and Access 227
Program Issues 231
Identifying Recipients of the Program Til
Amount of Service Received 233
Type of Program Received 234
Data Preparation Issues 236
Background and Prevalence of Exclusions 211
Common Exclusions 240
Data Processing Issues 244
Summary of Research Implementation Issues 245
Appendix A: Computer Analysis of Regression Discontinuity
Data 249
MINITAB Analysis of Regression Discontinuity Data 250
SPSS Analysis of Regression Discontinuity Data 251
Conclusion 253
Appendix B: Regression Discontinuity Simulation Exercises 255
The Regression Discontinuity Design: Part I 255
The Regression Discontinuity Design: Part II 261
References 267
About the Author 272
|
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| id | DE-604.BV003466321 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T16:00:21Z |
| institution | BVB |
| isbn | 0803920377 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-002195151 |
| oclc_num | 10349137 |
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| owner_facet | DE-384 DE-473 DE-BY-UBG DE-706 |
| physical | 272 S. graph. Darst. |
| publishDate | 1984 |
| publishDateSearch | 1984 |
| publishDateSort | 1984 |
| publisher | Sage Publ. |
| record_format | marc |
| series | Centemporary evaluation research |
| series2 | Centemporary evaluation research |
| spelling | Trochim, William M. K. Verfasser aut Research design for program evaluation the regression-discontinuity approach 1. print. Beverly Hills u.a. Sage Publ. 1984 272 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Centemporary evaluation research 6. Analyse de régression Evaluatie gtt Programma's gtt Recherche évaluative (Programmes d'action sociale) Regressieanalyse gtt Sciences sociales - Méthodologie Sozialwissenschaften Evaluation research (Social action programs) Regression Analysis Regression analysis Research Design Social Sciences methods Social sciences Methodology Evaluationsforschung (DE-588)4153242-9 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Evaluationsforschung (DE-588)4153242-9 s Regressionsanalyse (DE-588)4129903-6 s DE-604 Centemporary evaluation research 6. (DE-604)BV000011886 6. HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002195151&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Trochim, William M. K. Research design for program evaluation the regression-discontinuity approach Centemporary evaluation research Analyse de régression Evaluatie gtt Programma's gtt Recherche évaluative (Programmes d'action sociale) Regressieanalyse gtt Sciences sociales - Méthodologie Sozialwissenschaften Evaluation research (Social action programs) Regression Analysis Regression analysis Research Design Social Sciences methods Social sciences Methodology Evaluationsforschung (DE-588)4153242-9 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4153242-9 (DE-588)4055916-6 (DE-588)4129903-6 |
| title | Research design for program evaluation the regression-discontinuity approach |
| title_auth | Research design for program evaluation the regression-discontinuity approach |
| title_exact_search | Research design for program evaluation the regression-discontinuity approach |
| title_full | Research design for program evaluation the regression-discontinuity approach |
| title_fullStr | Research design for program evaluation the regression-discontinuity approach |
| title_full_unstemmed | Research design for program evaluation the regression-discontinuity approach |
| title_short | Research design for program evaluation |
| title_sort | research design for program evaluation the regression discontinuity approach |
| title_sub | the regression-discontinuity approach |
| topic | Analyse de régression Evaluatie gtt Programma's gtt Recherche évaluative (Programmes d'action sociale) Regressieanalyse gtt Sciences sociales - Méthodologie Sozialwissenschaften Evaluation research (Social action programs) Regression Analysis Regression analysis Research Design Social Sciences methods Social sciences Methodology Evaluationsforschung (DE-588)4153242-9 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Analyse de régression Evaluatie Programma's Recherche évaluative (Programmes d'action sociale) Regressieanalyse Sciences sociales - Méthodologie Sozialwissenschaften Evaluation research (Social action programs) Regression Analysis Regression analysis Research Design Social Sciences methods Social sciences Methodology Evaluationsforschung Regressionsanalyse |
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