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Related Experiment Video

Updated: Mar 9, 2026

The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
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Panel Conditioning in the General Social Survey.

Andrew Halpern-Manners1, John Robert Warren2, Florencia Torche3

  • 1Indiana University.

Sociological Methods & Research
|December 28, 2016
PubMed
Summary
This summary is machine-generated.

Repeatedly surveying individuals can bias their responses in later waves, a phenomenon known as panel conditioning. This study found evidence of such bias in the General Social Survey (GSS) data.

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Area of Science:

  • Social Sciences
  • Survey Methodology
  • Quantitative Research

Background:

  • Survey participation across multiple waves may influence respondent behavior.
  • Panel conditioning is a potential source of bias in longitudinal survey data.
  • The General Social Survey (GSS) is a widely used dataset in social sciences.

Purpose of the Study:

  • To investigate the presence and magnitude of panel conditioning effects in the GSS.
  • To determine if prior survey participation affects subsequent responses.
  • To provide a methodology for detecting panel conditioning in rotating panel data.

Main Methods:

  • Utilized longitudinal records from the 2006, 2008, and 2010 GSS surveys.
  • Employed between-person comparisons across different time-in-survey groups.
  • Controlled for selective attrition and unobserved heterogeneity.

Main Results:

  • Found significant evidence of panel conditioning effects in certain GSS items.
  • Demonstrated that repeated exposure to the survey influences respondent answers.
  • The magnitude of the bias varied across different survey questions.

Conclusions:

  • Panel conditioning is a relevant issue affecting the General Social Survey.
  • Researchers using longitudinal data should consider and account for panel conditioning.
  • The proposed methodology can be applied to other rotating panel datasets.