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Big Data in Survey Research: AAPOR Task Force Report

Author

Listed:
  • Lilli Japec
  • Frauke Kreuter
  • Marcus Berg
  • Paul Biemer
  • Paul Decker
  • Cliff Lampe
  • Julia Lane
  • Cathy O’Neil
  • Abe Usher

Abstract

Recent years have seen an increase in the amount of statistics describing different phenomena based on “Big Data.â€

Suggested Citation

  • Lilli Japec & Frauke Kreuter & Marcus Berg & Paul Biemer & Paul Decker & Cliff Lampe & Julia Lane & Cathy O’Neil & Abe Usher, "undated". "Big Data in Survey Research: AAPOR Task Force Report," Mathematica Policy Research Reports c57e7c039f6a4db982b26c6fe, Mathematica Policy Research.
    • Handle: RePEc:mpr:mprres:c57e7c039f6a4db982b26c6fe236c554
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    Citations

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    Cited by:

    1. Camilla Salvatore & Silvia Biffignandi & Annamaria Bianchi, 2021. "Social Media and Twitter Data Quality for New Social Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 601-630, August.
    2. S. Rinken & S. Pasadas-del-Amo & M. Rueda & B. Cobo, 2021. "No magic bullet: estimating anti-immigrant sentiment and social desirability bias with the item-count technique," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(6), pages 2139-2159, December.
    3. Barbara Felderer & Jannis Kueck & Martin Spindler, 2021. "Big Data meets Causal Survey Research: Understanding Nonresponse in the Recruitment of a Mixed-mode Online Panel," Papers 2102.08994, arXiv.org.
    4. Veronika Hecht & Nicole Litzel & Johannes Schäffler, 2019. "Unit nonresponse at the firm level: a cross-border analysis using the IAB-ReLOC data," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 53(1), pages 1-18, December.
    5. Martina Patone & Li‐Chun Zhang, 2021. "On Two Existing Approaches to Statistical Analysis of Social Media Data," International Statistical Review, International Statistical Institute, vol. 89(1), pages 54-71, April.
    6. Skinner, Chris J. & Wakefield, Jon, 2017. "Introduction to the design and analysis of complex survey data," LSE Research Online Documents on Economics 76991, London School of Economics and Political Science, LSE Library.
    7. Antonio Arcos & Maria del Mar Rueda & Sara Pasadas-del-Amo, 2020. "Treating Nonresponse in Probability-Based Online Panels through Calibration: Empirical Evidence from a Survey of Political Decision-Making Procedures," Mathematics, MDPI, vol. 8(3), pages 1-16, March.

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