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Initial elevation bias in subjective reports.

Patrick E Shrout1, Gertraud Stadler2, Sean P Lane3

  • 1Department of Psychology, New York University, New York, NY 10003; pat.shrout@nyu.edu.

Proceedings of the National Academy of Sciences of the United States of America
|December 20, 2017
PubMed
Summary
This summary is machine-generated.

Researchers often see a decrease in subjective reports over time, but this study shows it's actually an initial elevation bias. This bias affects internal states and negative feelings more than behaviors or positive states.

Keywords:
epidemiologylongitudinal designresponse biassubjective reportssurveys

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Area of Science:

  • Biomedical and social sciences research
  • Psychological and behavioral measurement
  • Subjective reporting methodologies

Background:

  • Repeated assessments in research often reveal a puzzling decrease in reported thoughts, feelings, and behaviors.
  • This phenomenon has been termed the "attenuation effect," implying bias in later reports.
  • An alternative explanation, initial elevation bias, suggests reports are higher at the outset.

Purpose of the Study:

  • To systematically investigate the cause of decreased subjective reports over time.
  • To differentiate between attenuation effect and initial elevation bias.
  • To understand the factors influencing this reporting bias.

Main Methods:

  • Conducted four field studies with a total of 2,077 participants (n=870, n=246, n=870, n=141).
  • Employed systematic, experimental designs to examine subjective reports across repeated assessments.
  • Analyzed patterns in self-reported thoughts, feelings, and behaviors.

Main Results:

  • Findings provide strong evidence for an initial elevation bias, not a later decline.
  • This bias is more pronounced for internal states compared to overt behaviors.
  • Negative mental states and physical symptoms exhibit a larger initial elevation bias than positive states.

Conclusions:

  • The observed decrease in subjective reports over time is likely due to an initial elevation bias.
  • Researchers using subjective reports should be aware of and investigate this initial elevation bias.
  • Understanding this bias is crucial for accurate interpretation of findings in biomedical and social sciences.