EconometricsCausal InferenceConsumer BehaviorDifference-in-DifferencesMarketing

Does Recording Consumer Behavior Influence Future Buying Behavior?

April 26, 2026

Does Recording Consumer Behavior Influence Future Buying Behavior?

Problem

Does making consumers aware of and accountable for their own spending — through behavioral recording — causally change how they buy in the future? This thesis applies a staggered difference-in-differences framework to identify the reactive effect of mobile-based self reporting studies.

Key Insights

  • We did not find strong evidence that mobile-based self reported measurement resulted in a reactive effect
  • Marketing research that relies on mobile-based self reported measurement technique may ignore potential reactive effect
  • Future research should look at the effect when the mobile-based self reported measurement is combined with other self-regulatory techniques, e.g., prompting goal setting.

Tech Stack

RDifference-in-DifferencesEconometrics

Data Source

Consumer Scanner Data

Links

Thesis defense slide 1
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© 2026 Mohammad Iman