Wiley Series in Survey Methodology
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
- Part I: Paradata and Survey Errors
- 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
- Chapter 8: Using Paradata to Study Response to Within-Survey Requests
- 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
- Chapter 6: Design and Management Strategies for Paradata-Driven Responsive Design: Illustrations from the 2006--2010 National Survey of Family Growth
- 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
- Chapter 13: Bayesian Penalized Spline Models for Statistical Process Monitoring of Survey Paradata Quality Indicators
- Chapter 14: The Quality of Paradata: A Literature Review
- Chapter 15: The Effects of Errors in Paradata on Weighting Class Adjustments: A Simulation Study
- Chapter 11: Paradata in Web Surveys
- Index
WILEY SERIES IN SURVEY METHODOLOGY
Established in Part by Walter A. Shewhart and Samuel S. Wilks
Editors: Mick P. Couper, Graham Kalton, J. N. K. Rao, Norbert Schwarz, Christopher Skinner
Editor Emeritus: Robert M. Groves
A complete list of the titles in this series appears at the end of this volume.
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