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by Frauke Kreuter
Improving Surveys with Paradata: Analytic Uses of Process Information
Cover
Wiley Series in Survey Methodology
Title Page
Copyright
Preface
Contributors
Acronyms
Chapter 1: Improving Surveys with Paradata: Introduction
1.1 INTRODUCTION
1.2 PARADATA AND METADATA
1.3 AUXILIARY DATA AND PARADATA
1.4 PARADATA IN THE TOTAL SURVEY ERROR FRAMEWORK
1.5 PARADATA IN SURVEY PRODUCTION
1.6 SPECIAL CHALLENGES IN THE COLLECTION AND USE OF PARADATA
1.7 FUTURE OF PARADATA
REFERENCES
Part I: Paradata and Survey Errors
Chapter 2: Paradata for Nonresponse Error Investigation
2.1 INTRODUCTION
2.2 SOURCES AND NATURE OF PARADATA FOR NONRESPONSE ERROR INVESTIGATION
2.3 NONRESPONSE RATES AND NONRESPONSE BIAS
2.4 PARADATA AND RESPONSIVE DESIGNS
2.5 PARADATA AND NONRESPONSE ADJUSTMENT
2.6 ISSUES IN PRACTICE
2.7 SUMMARY AND TAKE HOME MESSAGES
REFERENCES
Chapter 3: Collecting Paradata for Measurement Error Evaluations
3.1 INTRODUCTION
3.2 PARADATA AND MEASUREMENT ERROR
3.3 TYPES OF PARADATA
3.4 DIFFERENCES IN PARADATA BY MODES
3.5 TURNING PARADATA INTO DATASETS
3.6 SUMMARY
FUNDING NOTE
REFERENCES
Chapter 4: Analyzing Paradata to Investigate Measurement Error
4.1 INTRODUCTION
4.2 REVIEW OF EMPIRICAL LITERATURE ON THE USE OF PARADATA FOR MEASUREMENT ERROR INVESTIGATION
4.3 ANALYZING PARADATA
4.4 FOUR EMPIRICAL EXAMPLES
4.5 CAUTIONS
4.6 CONCLUDING REMARKS
REFERENCES
Chapter 5: Paradata for Coverage Research
5.1 INTRODUCTION
5.2 HOUSING UNIT FRAMES
5.3 TELEPHONE NUMBER FRAMES
5.4 HOUSEHOLD ROSTERS
5.5 POPULATION REGISTERS
5.6 SUBPOPULATION FRAMES
5.7 WEB SURVEYS
5.8 CONCLUSION
ACKNOWLEDGMENTS
REFERENCES
Part II: Paradata in Survey Production
Chapter 6: Design and Management Strategies for Paradata-Driven Responsive Design: Illustrations from the 2006--2010 National Survey of Family Growth
6.1 INTRODUCTION
6.2 FROM REPEATED CROSS-SECTION TO CONTINUOUS DESIGN
6.3 PARADATA DESIGN
6.4 KEY DESIGN CHANGE 1: A NEW EMPLOYMENT MODEL
6.5 KEY DESIGN CHANGE 2: FIELD EFFICIENT SAMPLE DESIGN
6.6 KEY DESIGN CHANGE 3: REPLICATE SAMPLE DESIGN
6.7 KEY DESIGN CHANGE 4: RESPONSIVE DESIGN SAMPLING OF NONRESPONDENTS IN A SECOND PHASE
6.8 KEY DESIGN CHANGE 5: ACTIVE RESPONSIVE DESIGN INTERVENTIONS
6.9 CONCLUDING REMARKS
REFERENCES
Chapter 7: Using Paradata-Driven Models to Improve Contact Rates in Telephone and Face-to-Face Surveys
7.1 INTRODUCTION
7.2 BACKGROUND
7.3 THE SURVEY SETTING
7.4 EXPERIMENTS: DATA AND METHODS
7.5 EXPERIMENTS: RESULTS
7.6 DISCUSSION
REFERENCES
Chapter 8: Using Paradata to Study Response to Within-Survey Requests
8.1 INTRODUCTION
8.2 CONSENT TO LINK SURVEY AND ADMINISTRATIVE RECORDS
8.3 CONSENT TO COLLECT BIOMEASURES IN POPULATION-BASED SURVEYS
8.4 SWITCHING DATA COLLECTION MODES
8.5 INCOME ITEM NONRESPONSE AND QUALITY OF INCOME REPORTS
8.6 SUMMARY
ACKNOWLEDGMENTS
REFERENCES
Chapter 9: Managing Data Quality Indicators with Paradata Based Statistical Quality Control Tools: The Keys to Survey Performance
9.1 INTRODUCTION
9.2 DEFINING AND CHOOSING KEY PERFORMANCE INDICATORS (KPIs)
9.3 KPI DISPLAYS AND THE ENDURING INSIGHT OF WALTER SHEWHART
9.4 IMPLEMENTATION STEPS FOR SURVEY ANALYTIC QUALITY CONTROL WITH PARADATA CONTROL CHARTS
9.5 DEMONSTRATING A METHOD FOR IMPROVING MEASUREMENT PROCESS QUALITY INDICATORS
9.6 REFLECTIONS ON SPC, VISUAL DATA DISPLAYS, AND CHALLENGES TO QUALITY CONTROL AND ASSURANCE WITH SURVEY ANALYTICS
9.7 SOME ADVICE ON USING CHARTS
APPENDIX
ACKNOWLEDGMENTS
REFERENCES
Chapter 10: Paradata as Input to Monitoring Representativeness and Measurement Profiles: A Case Study of the Dutch Labour Force Survey
10.1 INTRODUCTION
10.2 MEASUREMENT PROFILES
10.3 TOOLS FOR MONITORING NONRESPONSE AND MEASUREMENT PROFILES
10.4 MONITORING AND IMPROVING RESPONSE: A DEMONSTRATION USING THE LFS
10.5 INCLUDING PARADATA OBSERVATIONS ON HOUSEHOLDS AND PERSONS
10.6 GENERAL DISCUSSION
10.7 TAKE HOME MESSAGES
ACKNOWLEDGMENTS
REFERENCES
Part III: Special Challenges
Chapter 11: Paradata in Web Surveys
11.1 SURVEY DATA TYPES
11.2 COLLECTION OF PARADATA
11.3 TYPOLOGY OF PARADATA IN WEB SURVEYS
11.4 USING PARADATA TO CHANGE THE SURVEY IN REAL TIME: ADAPTIVE SCRIPTING
11.5 PARADATA IN ONLINE PANELS
11.6 SOFTWARE TO COLLECT PARADATA
11.7 ANALYSIS OF PARADATA: LEVELS OF AGGREGATION
11.8 PRIVACY AND ETHICAL ISSUES IN COLLECTING WEB SURVEY PARADATA
11.9 SUMMARY AND CONCLUSIONS ON PARADATA IN WEB SURVEYS
REFERENCES
Chapter 12: Modeling Call Record Data: Examples from Cross-Sectional and Longitudinal Surveys
12.1 INTRODUCTION
12.2 CALL RECORD DATA
12.3 MODELING APPROACHES
12.4 ILLUSTRATION OF CALL RECORD DATA ANALYSIS USING TWO EXAMPLE DATASETS
12.5 SUMMARY
ACKNOWLEDGMENTS
REFERENCES
Chapter 13: Bayesian Penalized Spline Models for Statistical Process Monitoring of Survey Paradata Quality Indicators
13.1 INTRODUCTION
13.2 OVERVIEW OF SPLINES
13.3 PENALIZED SPLINES AS LINEAR MIXED MODELS
13.4 BAYESIAN METHODS
13.5 EXTENSIONS
APPENDIX
REFERENCES
Chapter 14: The Quality of Paradata: A Literature Review
14.1 INTRODUCTION
14.2 EXISTING STUDIES EXAMINING THE QUALITY OF PARADATA
14.3 POSSIBLE MECHANISMS LEADING TO ERROR IN PARADATA
14.4 TAKE HOME MESSAGES
REFERENCES
Chapter 15: The Effects of Errors in Paradata on Weighting Class Adjustments: A Simulation Study
15.1 INTRODUCTION
15.2 DESIGN OF SIMULATION STUDIES
15.3 SIMULATION RESULTS
15.4 TAKE HOME MESSAGES
15.5 FUTURE RESEARCH
REFERENCES
Index
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