Decoding ESG Report Narratives: Unveiling Sustainable Supply Chain Insights and Impacts Through Textual Analysis

ABSTRACT This study explores industry‐specific sustainable supply chain (SSC) practices and their impact on firm value using textual analysis of 4791 ESG reports from S&P 500 companies. A novel SSC dictionary, developed using Word2Vec, highlights variations in SSC practices across eight dimensions—procurement, production, logistics, warehousing, distribution, transportation, retail, and supplier—across different industries. Regression analysis shows that emphasis on procurement and retail SSC practices positively correlates with firm value, with warehousing practices showing marginal significance. The research contributes to SSC literature by introducing a quantitative methodology linking SSC to corporate performance, offering practical insights for aligning supply chain sustainability with profitability.

Authors

Institutions

Publication Details

Journal
Corporate Social Responsibility and Environmental Management
Published
2024-12-25
DOI
https://doi.org/10.1002/csr.3079
Citations
3
Primary Topic
Sustainable Supply Chain Management
Type
article
Field-Weighted Citation Impact
1.66

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Decoding ESG Report Narratives: Unveiling Sustainable Supply Chain Insights and Impacts Through Textual Analysis

Yang Chen, Yicheng Wang, Yingbin Peng
3 citations
Corporate Social Responsibility and Environmental Management
Sustainable Supply Chain Management
1.66
article

Decoding ESG Report Narratives: Unveiling Sustainable Supply Chain Insights and Impacts Through Textual Analysis

Yang Chen, Yicheng Wang, Yingbin Peng
article en
3 citations

Abstract

ABSTRACT This study explores industry‐specific sustainable supply chain (SSC) practices and their impact on firm value using textual analysis of 4791 ESG reports from S&P 500 companies. A novel SSC dictionary, developed using Word2Vec, highlights variations in SSC practices across eight dimensions—procurement, production, logistics, warehousing, distribution, transportation, retail, and supplier—across different industries. Regression analysis shows that emphasis on procurement and retail SSC practices positively correlates with firm value, with warehousing practices showing marginal significance. The research contributes to SSC literature by introducing a quantitative methodology linking SSC to corporate performance, offering practical insights for aligning supply chain sustainability with profitability.

Corporate Social Responsibility and Environmental ManagementVol. 32(2)
Xi’an Jiaotong-Liverpool University (CN)
Xi’an Jiaotong-Liverpool University
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Sustainable Supply Chain Management
1.66
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.