Toward a 21st century national data infrastructure : enhancing survey programs by using multiple data sources / edited by Krisztina Marton, Daniel H. Weinberg, and Sharon L. Lohr.

Format:

Book

Contributor:

Marton, Krisztina, editor.

Weinberg, Daniel H., editor.

Lohr, Sharon L., editor.

Language:

English

Subjects (All):

Acquisition of data sets.

Electronic data processing--United States.

Electronic data processing.

Information technology--United States.

Information technology.

Statistical matching.

Physical Description:

1 online resource (261 pages)

Edition:

First edition.

Place of Publication:

Washington, DC : National Academies Press, [2023]

Summary:

This publication, edited by Sharon L. Lohr, Daniel H. Weinberg, and Krisztina Marton, is a comprehensive study on enhancing national survey programs by integrating multiple data sources. It examines the implications of using diverse datasets for major survey programs, addressing the challenges and opportunities in updating traditional survey methodologies. The work is a collaborative effort under the National Academies of Sciences, Engineering, and Medicine, supported by a grant from the National Science Foundation. The book is intended for policy makers, researchers, and statisticians interested in the fields of data science, survey methodology, and public policy. It provides insights into how modern data collection techniques can enhance the quality and efficiency of national surveys, offering recommendations for future practices. Generated by AI.

Contents:

Intro

FrontMatter

Reviewers

Acknowledgments

Contents

Boxes, Figures, and Tables

Acronyms and Abbreviations

Summary

1 The Promise of Integrated Data

2 Types of Data and Methods for Combining Them

3 Using Multiple Data Sources to Enhance Data Equity

4 Creating New Data Resources with Administrative Records

5 Data Linkage to Improve Income Measurement

6 Data Linkage to Supplement Health Surveys

7 Combining Multiple Data Sources to Measure Crime

8 Using Multiple Data Sources for County-Level Crop Estimates

9 Combining Data Sources for National Statistics: Next Steps

References

Appendix A: Workshop Agenda

Appendix B: Biographical Sketches of Panel Members

Committee on National Statistics.

Notes:

Includes bibliographical references.

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

Description based on print version record.

ISBN:

9780309696784

030969678X

9780309696760

0309696763

OCLC:

1395183289