Evidence map›Paper›PMID 41920913›Full record

ArticlePloS one2026

The impact of CEOs' academic backgrounds on corporate financialization.

Bao Qi, Fan Hu, Chen Zhang

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Bao QiSchool of Finance, Ningbo University of Finance and Economics, Ningbo, China.ORCID https://orcid.org/0009-0000-8944-0464
Fan HuSchool of Finance, Guangdong University of Finance & Economics, Guangzhou, China.
Chen ZhangSchool of Economics, Xiamen University, Xiamen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While prior research has examined macroeconomic drivers of corporate financialization, little is known about how top executives' personal traits shape this phenomenon. Drawing on imprinting theory, this study investigates whether and how CEOs' academic backgrounds influence corporate financialization. Using data from Chinese A-share non-financial listed companies (2010-2022), we employ multiple regression analyses to test the relationships and underlying mechanisms. The results show that CEOs with academic backgrounds significantly reduce corporate financialization, particularly in non-state-owned enterprises and firms with lower analyst coverage. Further analysis using a mediating effect model indicates that managerial myopia and physical capital investment partially mediate the relationship between CEOs' academic backgrounds and corporate financialization. These findings fill an important gap in the literature by revealing a micro-level behavioral channel that complements macro-level explanations of financialization. The study extends imprinting theory by identifying academic experience as a distinctive managerial imprint that shapes ethical and long-term financial decision-making, and it provides practical implications for executive selection, governance improvement, and sustainable corporate development in emerging markets.

Identifiers

PMID41920913
PMCPMC13042824

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.