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J·BJon BishopIndependent growth marketer

Referrals · Empirical analysis of online conversation data linked to market outcomes, comparing geographically dispersed versus concentrated conversations.

Using Online Conversations to Study Word-of-Mouth Communication

Marketing Science · 2004

David Godes, Dina Mayzlin

Summary

The geographic dispersion of online conversations is associated with subsequent television ratings; the paper demonstrates how online conversations can measure WOM and predict performance.

For your marketing

Possible founder application

Use it as a behavioral mechanism or experiment-design reference, not a direct forecast for a SaaS funnel.

Reported result

What the study found

The geographic dispersion of online conversations is associated with subsequent television ratings; the paper demonstrates how online conversations can measure WOM and predict performance.

Research question

What the authors investigated

Can online conversations be used as a measurable predictor of WOM and market performance?

Design

Empirical analysis of online conversation data linked to market outcomes, comparing geographically dispersed versus concentrated conversations.

Sample and setting

Online discussion/conversation records about television shows, linked to show-level ratings and geographic variation.

Scope and transfer

Limitations to keep in view

The setting is television and the study is observational; conversation measures may reflect selection and cannot cleanly separate WOM influence from correlated demand.

Research sources

INFORMS publisher page supplies exact title, authors, journal and pages; the paper’s abstract/method describes online conversations and TV-market outcome analysis. Direct publisher-page retrieval was recorded on 2026-10-09; this profile uses publisher metadata/abstract and does not claim independent review of unavailable full text.

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