What type of study is this?

This is a Content Analysis study (also classified as: Topic Modeling, Social Network Analysis).

September 10, 2025SustainabilityOpen Access

Evaluation of China’s ESG Policy Texts Based on the “Instrument-Theme-Subject” Framework

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This analysis uncovers structural imbalances in policy instruments and weak stakeholder coordination in ESG governance.

Structural imbalance observed in policy instruments, indicating an overreliance on environmental tools.
Analysis of 82 central government documents reveals themes of governance, responsibility, and innovation.
Content analysis and topic modeling were employed to assess ESG policies across time and context.
Highlights the need for optimized instrument use and improved collaboration among agencies in ESG policymaking.

Liu et al. (2025) studied this question.

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