We decompose the decrease (1970s–2000) and subsequent recovery (2000–2018) in the fraction of dividend-paying firms. Changes in firm characteristics and proclivity to pay (probability of paying dividends conditional on characteristics) each drive half of the dividend disappearance. A higher proclivity drives 82% of the dividend reappearance. The remaining 18% is driven by a single characteristic: reduced earnings volatility. Changing characteristics are associated with low-profitability, high-earnings-volatility firms. Changing proclivity is associated with stable, profitable firms. Rather than dividend initiations or omissions, newly listed and delisted firms drive trends. Finally, the magnitude and duration of disappearing total payout is substantially smaller than that of dividends, indicating some substitution between dividends and repurchases.

Using the introduction of high-speed rail (HSR) as an exogenous shock to costs of information acquisition, we show reductions in information-acquisition costs lead to (i) a significant increase in information production, evidenced by a higher frequency of analysts visiting portfolio firms and (ii) improvement in output quality, manifested in higher forecast accuracy and better recommendations. The effect is more pronounced for firms with information that is difficult to produce. Importantly, more information production is also associated with improved price efficiency. We corroborate these findings using a large-scale survey of financial analysts. Finally, both the empirical and survey results highlight the importance of soft information in analysts’ unique-information production.