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Talking About Stocks: Pathways into Financial Engagement

Author

Listed:
  • Olga Balakina

    (University of Bonn)

  • Jonathan Seim

    (University of Cologne)

Abstract

Before anyone buys a stock, they start paying attention. Where does that attention come from? We follow 6.8 million Reddit users across thousands of communities and reconstruct what each was talking about in the year before their first post about stocks. They arrive along distinct routes: from budgeting and retirement forums, from economics and politics, from crypto, and from gambling. The route stays visible in the language and stated motive of the first post, and in the securities that follow. Savers concentrate on index funds, crypto entrants on bitcoin proxies, gamblers on sportsbooks and casinos. Entry is uneven over time, and months of high uncertainty change who arrives more than how many. Composition appears to predict market reactions: gambling-dominated episodes show larger price and volume responses than saver-dominated ones. That difference is selection, not price impact. Three observable security characteristics absorb much of it, volatility above all, and it vanishes when the same company is compared with itself. Where people come from shapes what they look at, not how the market answers

Suggested Citation

  • Olga Balakina & Jonathan Seim, 2026. "Talking About Stocks: Pathways into Financial Engagement," ECONtribute Discussion Papers Series 431, University of Bonn and University of Cologne, Germany.
  • Handle: RePEc:ajk:ajkdps:431
    as

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    File URL: https://www.econtribute.de/RePEc/ajk/ajkdps/ECONtribute_431_2026.pdf
    File Function: First version, 2026
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    References listed on IDEAS

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    Keywords

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    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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