Evidence map›Paper›PMID 41413273›Full record

ArticleCarbon balance and management2025

Exploring the transmission mechanism of low-carbon city pilot policies on enhancing agribusiness ESG performance: an empirical study using the PSM-DID model.

Xue Zhu, Xiwu Shao, Chengjie Li, Chunmai Du

Abstract read
In one paragraph

Article in Carbon balance and management, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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

4 authors.

Xue ZhuCollege of Economics and Management, Jilin Agricultural University, Changchun, 130118, China.
Xiwu ShaoCollege of Economics and Management, Jilin Agricultural University, Changchun, 130118, China. xiwushao@126.com.
Chengjie LiCollege of Economics and Management, Jilin Agricultural University, Changchun, 130118, China.
Chunmai DuCollege of Economics and Management, Jilin Agricultural University, Changchun, 130118, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amid China's sustained medium-high speed economic growth, the extensive development model has caused severe climate deterioration and environmental pollution. The implementation of low-carbon city pilot policies provides a strategic direction for the sustainable development of agribusinesses. Using unbalanced panel data from 781 agriculture-related listed enterprises in China between 2007 and 2023, this study employs the PSM-DID model to estimate the average treatment effect and heterogeneity of low-carbon city pilot policies. In addition, a mediation model is applied to examine the mechanism through which digital transformation enhances the Environmental-Social-Governance (ESG) performance of these enterprises under policies. The empirical results indicate that: (1) low-carbon city pilot policies simultaneously improve the environmental, social, and governance performance of agribusiness enterprises, thereby enhancing their overall ESG performance. (2) The impact of policies on ESG, environmental, social, and governance performance varies across regions, with the western region showing the most significant improvement in ESG performance. (3) Digital transformation plays a significant mediating role in the effect of low-carbon city pilot policies on ESG, environmental, social, and governance performance. Based on these findings, agribusiness should leverage policy advantages to enhance sustainable development through multi-dimensional performance. The government should introduce targeted policies to help enterprises define development directions and formulate localized strategies. Furthermore, agribusinesses must strengthen digital transformation as a core driver for improving ESG performance.

Indexed as

AgribusinessesESG performanceLow-carbon city pilot policiesPSM-DID

Identifiers

PMID41413273
PMCPMC12829228

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.