Paper tape/W35528
Human-reviewed abstract summaryOpening Bell · 27 Jul 2026Preliminary working paper

Beliefs That Predict Returns and Beliefs That Attract Flows: Policy Insights and Sentiment Catering in Mutual Funds

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One-sentence signal

Chinese mutual-fund reports separate the beliefs associated with subsequent returns from the sentiment statements that attract investor flows.

Research question

Which components of fund managers’ stated market beliefs predict returns, and which components attract investor capital?

Method & data

Mandatory outlook reports from Chinese mutual funds are decomposed into macro, policy, and residual-sentiment beliefs, then linked to returns, portfolio allocations, and flows.

Main finding

The abstract reports that policy beliefs predict subsequent market returns, while residual sentiment shapes allocations and attracts flows without predicting returns.

Why it matters

The distinction clarifies why the communication that builds assets under management need not be the information that generates performance.

What to verify

The public abstract does not state whether the result generalizes beyond China’s mutual-fund market or the reporting period studied.

Show public abstract used for this summary

Using mandatory Outlook reports from Chinese mutual funds, we decompose each fund’s equity-market beliefs into macro fundamentals, government policy, and residual sentiment. Policy beliefs, rather than macro beliefs, predict subsequent market returns and help explain the positive alphas observed in China’s mutual fund industry. By contrast, residual sentiment strongly shapes equity allocations and attracts investor flows, even though it does not predict returns. Using maturing wealth management products as an instrument for future aggregate fund flows, we show that funds strategically position their stated beliefs to cater to investors. Overall, our analysis reveals a core tension in active asset management: skilled managers generate performance through policy insights while attracting flows through sentiment alignment.