Carbon Management System and Firm Operational Efficiency

ABSTRACT Using data on carbon management initiatives disclosed to the CDP by the United States companies from 2010 to 2017, we examine whether the quality of the carbon management system (CMS) affects firm operational efficiency. We find that the quality of CMS is positively associated with operational efficiency. This relationship remains robust across a range of endogeneity tests, including the Heckman two‐stage model, propensity score matching, two‐stage least squares with an instrumental variable approach, panel Granger causality tests, the impact threshold for a confounding variable, and the Oster (2019) method. Channel analysis reveals that high‐quality CMS contributes to increased green revenue and enhances internal processes that reduce input costs, such as cost of goods sold, property, plant and equipment, selling, general and administrative expenses, and purchased goodwill. Furthermore, additional analyses indicate that the positive association between CMS and operational efficiency only exists in firms that (1) operate in regions with the Regional Greenhouse Gas Initiative, (2) operate in a highly competitive environment, (3) face systematic risks, or (4) exhibit higher profitability. These findings extend the extant literature by presenting systematic evidence on the effect of CMS on operational efficiency and help inform the debate over the costs and benefits of CMS in combating global climate change.

Authors

Institutions

Publication Details

Journal
Accounting and Finance
Published
2025-08-27
DOI
https://doi.org/10.1111/acfi.70086
Citations
1
Primary Topic
Environmental Sustainability in Business
Type
article
Field-Weighted Citation Impact
2.07
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Carbon Management System and Firm Operational Efficiency

Bobae Choi, Pramila Shrestha, Junru Zhang, Le Luo
1 citations
Accounting and Finance
Environmental Sustainability in Business
2.07
article

Carbon Management System and Firm Operational Efficiency

Bobae Choi, Pramila Shrestha, Junru Zhang, Le Luo
article en
1 citations

Abstract

ABSTRACT Using data on carbon management initiatives disclosed to the CDP by the United States companies from 2010 to 2017, we examine whether the quality of the carbon management system (CMS) affects firm operational efficiency. We find that the quality of CMS is positively associated with operational efficiency. This relationship remains robust across a range of endogeneity tests, including the Heckman two‐stage model, propensity score matching, two‐stage least squares with an instrumental variable approach, panel Granger causality tests, the impact threshold for a confounding variable, and the Oster (2019) method. Channel analysis reveals that high‐quality CMS contributes to increased green revenue and enhances internal processes that reduce input costs, such as cost of goods sold, property, plant and equipment, selling, general and administrative expenses, and purchased goodwill. Furthermore, additional analyses indicate that the positive association between CMS and operational efficiency only exists in firms that (1) operate in regions with the Regional Greenhouse Gas Initiative, (2) operate in a highly competitive environment, (3) face systematic risks, or (4) exhibit higher profitability. These findings extend the extant literature by presenting systematic evidence on the effect of CMS on operational efficiency and help inform the debate over the costs and benefits of CMS in combating global climate change.

Accounting and FinanceVol. 65(4)
Queensland University of Technology (AU), The University of Queensland (AU), The University of Western Australia (AU), Footscray Hospital (AU), Victoria University (AU), Macquarie University (AU)
Openalex Percentile: Top 10%
Environmental Sustainability in Business
2.07
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.

Carbon Management System and Firm Operational Efficiency — Bobae Choi, Pramila Shrestha, et al. · Accounting and Finance (2025) | TGRS Research Map | TGRS