Handbook on impact evaluation: quantitative methods and practices
This handbook "provides a practice and comprehensive overview of the latest methods for evaluating public programs, targeted toward researchers as well as policy makers. This book bridges the latest econometric research on impact evaluation with the field experience of program officials and eva...
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Washington, D.C.
<<The>> World Bank
2010
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | This handbook "provides a practice and comprehensive overview of the latest methods for evaluating public programs, targeted toward researchers as well as policy makers. This book bridges the latest econometric research on impact evaluation with the field experience of program officials and evaluators. Experimental and nonexperimental approaches for designing and evaluating programs are covered, as well as methods for examinig distributional and structural impacts of programs. Discussions and recent case studies are presented for each chapter that draw on the practical experience of progam officials and researchers in implementing different initiatives, including policies on schooling, microfinance, health, and infrastructure." -- Back cover. |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XX, 239 S. Ill., graph. Darst. |
| ISBN: | 9780821380284 |
Staff View
MARC
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| 520 | 8 | |a This handbook "provides a practice and comprehensive overview of the latest methods for evaluating public programs, targeted toward researchers as well as policy makers. This book bridges the latest econometric research on impact evaluation with the field experience of program officials and evaluators. Experimental and nonexperimental approaches for designing and evaluating programs are covered, as well as methods for examinig distributional and structural impacts of programs. Discussions and recent case studies are presented for each chapter that draw on the practical experience of progam officials and researchers in implementing different initiatives, including policies on schooling, microfinance, health, and infrastructure." -- Back cover. | |
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Record in the Search Index
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| adam_text |
HANDBOOK ON IMPACT EVALUATION QUANTITATIVE METHODS AND PRACTICES
SHAHIDURR. KHANDKER GAYATRI B. KOOLWAL HUSSAIN A. SAMAD C 260116 THE
WORLD BANK WASHINGTON, D.C. CONTENTS FOREWORD ! XIII PREFACE XV ABOUT
THE AUTHORS XVII ABBREVIATIONS XIX PART 1 METHODS AND PRACTICES 1 1.
INTRODUCTION 3 REFERENCES 6 2. BASIC ISSUES OF EVALUATION 7 SUMMARY 7
LEARNING OBJECTIVES 7 INTRODUCTION: MONITORING VERSUS EVALUATION 8
MONITORING 8 SETTING UP INDICATORS WITHIN AN M&E FRAMEWORK 9 OPERATIONAL
EVALUATION 16 QUANTITATIVE VERSUS QUALITATIVE IMPACT ASSESSMENTS 18
QUANTITATIVE IMPACT ASSESSMENT: EX POST VERSUS EX ANTE IMPACT
EVALUATIONS 20 THE PROBLEM OF THE COUNTERFACTUAL 22 BASIC THEORY OF
IMPACT EVALUATION: THE PROBLEM OF SELECTION BIAS 25 DIFFERENT EVALUATION
APPROACHES TO EX POST IMPACT EVALUATION 27 OVERVIEW: DESIGNING AND
IMPLEMENTING IMPACT EVALUATIONS 28 QUESTIONS 29 REFERENCES 30 3.
RANDOMIZATION 33 SUMMARY 33 LEARNING OBJECTIVES 33 CONTENTS SETTING THE
COUNTERFACTUAL 34 STATISTICAL DESIGN OF RANDOMIZATION 34 CALCULATING
TREATMENT EFFECTS 35 RANDOMIZATION IN EVALUATION DESIGN: DIFFERENT
METHODS OF RANDOMIZATION 38 CONCERNS WITH RANDOMIZATION 38 RANDOMIZED
IMPACT EVALUATION IN PRACTICE 39 DIFFICULTIES WITH RANDOMIZATION 47
QUESTIONS 49 NOTES 51 REFERENCES 51 4. PROPENSITY SCORE MATCHING 53
SUMMARY 53 LEARNING OBJECTIVES 53 PSM AND ITS PRACTICAL USES 54 WHAT
DOES PSM DO? 54 PSM METHOD IN THEORY 55 APPLICATION OF THE PSM METHOD 58
CRITIQUING THE PSM METHOD 63 PSM AND REGRESSION-BASED METHODS 64
QUESTIONS 66 NOTES ;.67 REFERENCES : 68 5. DOUBLE DIFFERENCE 71 SUMMARY
71 LEARNING OBJECTIVES 71 ADDRESSING SELECTION BIAS FROM A DIFFERENT
PERSPECTIVE: USING DIFFERENCES AS COUNTERFACTUAL 71 DD METHOD: THEORY
AND APPLICATION 72 ADVANTAGES AND DISADVANTAGES OF USING DD 76
ALTERNATIVE DD MODELS 78 QUESTIONS 82 NOTES 84 REFERENCES 84 CONTENTS 6.
INSTRUMENTAL VARIABLE ESTIMATION 87 SUMMARY 87 LEARNING OBJECTIVES 87
INTRODUCTION 87 TWO-STAGE LEAST SQUARES APPROACH TO IVS 89 CONCERNS WITH
IVS 91 SOURCES OF IVS 95 QUESTIONS 99 NOTES 100 REFERENCES 100 7.
REGRESSION DISCONTINUITY AND PIPELINE METHODS 103 SUMMARY 103 LEARNING
OBJECTIVES 103 INTRODUCTION 104 REGRESSION DISCONTINUITY IN THEORY 104
ADVANTAGES AND DISADVANTAGES OF THE RD APPROACH 108 PIPELINE COMPARISONS
110 QUESTIONS ILL REFERENCES 112 8. MEASURING DISTRIBUTIONAL PROGRAM
EFFECTS 115 SUMMARY 115 LEARNING OBJECTIVES 115 THE NEED TO EXAMINE
DISTRIBUTIONAL IMPACTS OF PROGRAMS 115 EXAMINING HETEROGENEOUS PROGRAM
IMPACTS: LINEAR REGRESSION FRAMEWORK 116 QUANTILE REGRESSION APPROACHES
118 DISCUSSION: DATA COLLECTION ISSUES 124 NOTES 125 REFERENCES 125 9.
USING ECONOMIC MODELS TO EVALUATE POLICIES 127 SUMMARY 127 LEARNING
OBJECTIVES 127 INTRODUCTION 127 VII CONTENTS STRUCTURAL VERSUS
REDUCED-FORM APPROACHES 128 MODELING THE EFFECTS OF POLICIES 130
ASSESSING THE EFFECTS OF POLICIES IN A MACROECONOMIC FRAMEWORK 131
MODELING HOUSEHOLD BEHAVIOR IN THE CASE OF A SINGLE TREATMENT: CASE
STUDIES ON SCHOOL SUBSIDY PROGRAMS 133 CONCLUSIONS . 135 NOTE 136
REFERENCES HI .-. 137 10. CONCLUSIONS 139 PART 2 STATA EXERCISES 143 11.
INTRODUCTION TO STATA 145 DATA SETS USED FOR STATA EXERCISES 145
BEGINNING EXERCISE: INTRODUCTION TO STATA 146 WORKING WITH DATA FILES:
LOOKING AT THE CONTENT 151 CHANGING DATA SETS 158 COMBINING DATA SETS
162 WORKING WITH .LOG AND .DO FILES 164 12. RANDOMIZED IMPACT EVALUATION
171 IMPACTS OF PROGRAM PLACEMENT IN VILLAGES 171 IMPACTS OF PROGRAM
PARTICIPATION 173 CAPTURING BOTH PROGRAM PLACEMENT AND PARTICIPATION 175
IMPACTS OF PROGRAM PARTICIPATION IN PROGRAM VILLAGES 176 MEASURING
SPILLOVER EFFECTS OF MICROCREDIT PROGRAM PLACEMENT 177 FURTHER EXERCISES
178 NOTES : 179 13. PROPENSITY SCORE MATCHING TECHNIQUE 181 PROPENSITY
SCORE EQUATION: SATISFYING THE BALANCING PROPERTY 181 AVERAGE TREATMENT
EFFECT USING NEAREST-NEIGHBOR MATCHING 185 AVERAGE TREATMENT EFFECT
USING STRATIFICATION MATCHING 186 AVERAGE TREATMENT EFFECT.USING RADIUS
MATCHING 186 AVERAGE TREATMENT EFFECT USING KERNEL MATCHING 187 CHECKING
ROBUSTNESS OF AVERAGE TREATMENT EFFECT 187 FURTHER EXERCISES 188
REFERENCE 188 VIII CONTENTS 14. DOUBLE-DIFFERENCE METHOD 189 SIMPLEST
IMPLEMENTATION: SIMPLE COMPARISON USING "TTEST" 189 REGRESSION
IMPLEMENTATION 190 CHECKING ROBUSTNESS OF DD WITH FIXED-EFFECTS
REGRESSION 192 APPLYING THE DD METHOD IN CROSS-SECTIONAL DATA 193 TAKING
INTO ACCOUNT INITIAL CONDITIONS 196 THE DD METHOD COMBINED WITH
PROPENSITY SCORE MATCHING 198 NOTES '.".".V. 201 REFERENCE 201 15.
INSTRUMENTAL VARIABLE METHOD 203 IV IMPLEMENTATION USING THE "IVREG"
COMMAND 203 TESTING FOR ENDOGENEITY: OLS VERSUS IV 205 IV METHOD FOR
BINARY TREATMENT: "TREATREG" COMMAND 206 IV WITH FIXED EFFECTS:
CROSS-SECTIONAL ESTIMATES 207 IV WITH FIXED EFFECTS: PANEL ESTIMATES 208
NOTE 209 16. REGRESSION DISCONTINUITY DESIGN 211 IMPACT ESTIMATION USING
RD 211 IMPLEMENTATION OF SHARP DISCONTINUITY 212 IMPLEMENTATION OF FUZZY
DISCONTINUITY 214 EXERCISE 216 ANSWERS TO CHAPTER QUESTIONS 217
APPENDIX: PROGRAMS AND .DO FILES FOR CHAPTER 12-16 EXERCISES 219 INDEX
.' 231 |
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| author | Khandker, Shahidur R. 1952- Koolwal, Gayatri B. Samad, Hussain A. 1963- |
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| institution | BVB |
| isbn | 9780821380284 |
| language | English |
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| spelling | Khandker, Shahidur R. 1952- Verfasser (DE-588)120950170 aut Handbook on impact evaluation quantitative methods and practices Shahidur R. Khandker ; Gayatri B. Koolwal ; Hussain A. Samad Washington, D.C. <<The>> World Bank 2010 XX, 239 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index This handbook "provides a practice and comprehensive overview of the latest methods for evaluating public programs, targeted toward researchers as well as policy makers. This book bridges the latest econometric research on impact evaluation with the field experience of program officials and evaluators. Experimental and nonexperimental approaches for designing and evaluating programs are covered, as well as methods for examinig distributional and structural impacts of programs. Discussions and recent case studies are presented for each chapter that draw on the practical experience of progam officials and researchers in implementing different initiatives, including policies on schooling, microfinance, health, and infrastructure." -- Back cover. Economic development projects / Evaluation Economic assistance / Evaluation Economic assistance Evaluation Economic development projects Evaluation Entwicklungsprojekt (DE-588)4070874-3 gnd rswk-swf Projektbewertung (DE-588)4175874-2 gnd rswk-swf Entwicklungsprojekt (DE-588)4070874-3 s Projektbewertung (DE-588)4175874-2 s DE-604 Koolwal, Gayatri B. Verfasser aut Samad, Hussain A. 1963- Verfasser (DE-588)139818065 aut Erscheint auch als Online-Ausgabe 978-0-8213-8029-1 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018996803&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Khandker, Shahidur R. 1952- Koolwal, Gayatri B. Samad, Hussain A. 1963- Handbook on impact evaluation quantitative methods and practices Economic development projects / Evaluation Economic assistance / Evaluation Economic assistance Evaluation Economic development projects Evaluation Entwicklungsprojekt (DE-588)4070874-3 gnd Projektbewertung (DE-588)4175874-2 gnd |
| subject_GND | (DE-588)4070874-3 (DE-588)4175874-2 |
| title | Handbook on impact evaluation quantitative methods and practices |
| title_auth | Handbook on impact evaluation quantitative methods and practices |
| title_exact_search | Handbook on impact evaluation quantitative methods and practices |
| title_full | Handbook on impact evaluation quantitative methods and practices Shahidur R. Khandker ; Gayatri B. Koolwal ; Hussain A. Samad |
| title_fullStr | Handbook on impact evaluation quantitative methods and practices Shahidur R. Khandker ; Gayatri B. Koolwal ; Hussain A. Samad |
| title_full_unstemmed | Handbook on impact evaluation quantitative methods and practices Shahidur R. Khandker ; Gayatri B. Koolwal ; Hussain A. Samad |
| title_short | Handbook on impact evaluation |
| title_sort | handbook on impact evaluation quantitative methods and practices |
| title_sub | quantitative methods and practices |
| topic | Economic development projects / Evaluation Economic assistance / Evaluation Economic assistance Evaluation Economic development projects Evaluation Entwicklungsprojekt (DE-588)4070874-3 gnd Projektbewertung (DE-588)4175874-2 gnd |
| topic_facet | Economic development projects / Evaluation Economic assistance / Evaluation Economic assistance Evaluation Economic development projects Evaluation Entwicklungsprojekt Projektbewertung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018996803&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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