EconometricsCausal InferenceConsumer BehaviorDifference-in-DifferencesMarketing
Does Recording Consumer Behavior Influence Future Buying Behavior?
April 26, 2026

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

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