# Neglected risks in the Chinese insurers’ misconduct caused by digitalization

**Authors:** Jiandi Zhang, Xiaoqing Guo, Rui Xu, Zhengfa Yang, Haijun Yang, Haijun Yang, Haijun Yang, Haijun Yang

PMC · DOI: 10.1371/journal.pone.0336488 · PLOS One · 2025-11-12

## TL;DR

Digital transformation in Chinese insurance companies increases misconduct, especially for property insurers and those with foreign ownership.

## Contribution

This study identifies how digitalization introduces new risks of misconduct in Chinese insurers and explores the underlying mechanisms.

## Key findings

- Digital transformation increases misconduct, particularly in property insurers and those with joint or foreign ownership.
- Exceeding managerial capacity with new technologies and market expansion drive misconduct.
- Higher insurance density and lower economic uncertainty help reduce misconduct during digitalization.

## Abstract

Digital transformation offers opportunities for innovative growth while also introducing emerging risks of misconduct in the insurance industry. This study examines the impact of digital transformation on insurers’ misconduct, focusing on 72 Chinese insurers from 2010 to 2021. Through text analysis, we quantify insurers’ digital transformation and misconduct. The results indicate that digital transformation tends to increase misconduct, particularly among property insurers and those with joint or foreign ownership. The issuance of digital policy and the adoption of technologies that exceed managerial capacity exacerbate misconduct. Digital transformation drives misconduct through the channels of market expansion and financial pressure. Furthermore, insurers with larger market shares, lower commissions, and operational costs are more prone to misconduct during their digital transformation. Conversely, higher insurance density, market penetration, premium income growth, and lower economic uncertainty help mitigate misconduct.

## Full-text entities

- **Diseases:** LLM (MESH:D007806), shock (MESH:D012769)
- **Chemicals:** PONE-D-25-18596R2 (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

50 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12611169/full.md

## References

60 references — full list in the complete paper: https://tomesphere.com/paper/PMC12611169/full.md

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Source: https://tomesphere.com/paper/PMC12611169