Deciphering the Intricate Influence of Greenwashing and Environmental Performance on Financial Outcome Through Panel VAR/GMM Analysis

This study explores the intricate interconnections between greenwashing, environmental performance (ESG), firm-specific characteristics, board composition, firm age, size, leverage, carbon emissions (CO2), and financial performance. By applying a combination of panel VAR/GMM estimation, robust least squares regression, and Granger causality tests, the research draws upon comprehensive data spanning from 2009 to 2022 sourced from the Chinese Research Data Services Platform (CNRDS), Bloomberg, and Refinitiv. The dataset comprises 312 listed Chinese firms, yielding a total of 5335 observations. The findings reveal that past return on equity acts as a reinforcing mechanism for both financial performance and ESG outcomes, as it positively affects subsequent returns and environmental engagement. However, its influence on firm size, board structure, and Tobin’s Q is statistically insignificant. Additionally, greenwashing demonstrates a dual character: while it reflects strong internal consistency, it also significantly shapes environmental outcomes and market perceptions. Firm size stands out as a pivotal determinant. It exhibits high persistence over time and plays a crucial role in shaping governance structures and capital allocation decisions. Moreover, board composition is positively associated with firm size. Leverage and return on assets show consistent temporal persistence and exert substantial influence on various firm attributes. Although leverage may contribute positively under favorable conditions, its overall impact on sustainability and governance practices appears limited. Higher carbon emissions are associated with increased ESG disclosures, whereas stronger ESG performance contributes to emission reduction and modestly enhances financial outcomes. Tobin’s Q also emerges as a critical factor, significantly influencing sustainability practices. This suggests that firms respond to investor expectations by improving their ESG performance. Results from the robust least squares regression underscore the dominant roles of firm size, Tobin’s Q, and leverage in driving financial performance. In contrast, ESG scores, CO2 emissions, and greenwashing do not exhibit any statistically significant direct effects on financial performance. Granger causality tests confirm unidirectional relationships from financial performance to key structural variables such as size, leverage, firm age, and Tobin’s Q. A notable bidirectional causal link is observed between return on assets and return on equity. However, sustainability and governance-related variables show no causal impact on financial performance. Overall, the study acknowledges limitations and offers policy recommendations along with directions for future research.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-04-26
DOI
https://doi.org/10.3390/su17093906
Citations
4
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
12.52
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Deciphering the Intricate Influence of Greenwashing and Environmental Performance on Financial Outcome Through Panel VAR/GMM Analysis

Gaoke Liao, Mangenda Tshiaba Sidney
4 citations
Sustainability
Energy, Environment, Economic Growth
12.52
article

Deciphering the Intricate Influence of Greenwashing and Environmental Performance on Financial Outcome Through Panel VAR/GMM Analysis

Gaoke Liao, Mangenda Tshiaba Sidney
article en
4 citations

Abstract

This study explores the intricate interconnections between greenwashing, environmental performance (ESG), firm-specific characteristics, board composition, firm age, size, leverage, carbon emissions (CO2), and financial performance. By applying a combination of panel VAR/GMM estimation, robust least squares regression, and Granger causality tests, the research draws upon comprehensive data spanning from 2009 to 2022 sourced from the Chinese Research Data Services Platform (CNRDS), Bloomberg, and Refinitiv. The dataset comprises 312 listed Chinese firms, yielding a total of 5335 observations. The findings reveal that past return on equity acts as a reinforcing mechanism for both financial performance and ESG outcomes, as it positively affects subsequent returns and environmental engagement. However, its influence on firm size, board structure, and Tobin’s Q is statistically insignificant. Additionally, greenwashing demonstrates a dual character: while it reflects strong internal consistency, it also significantly shapes environmental outcomes and market perceptions. Firm size stands out as a pivotal determinant. It exhibits high persistence over time and plays a crucial role in shaping governance structures and capital allocation decisions. Moreover, board composition is positively associated with firm size. Leverage and return on assets show consistent temporal persistence and exert substantial influence on various firm attributes. Although leverage may contribute positively under favorable conditions, its overall impact on sustainability and governance practices appears limited. Higher carbon emissions are associated with increased ESG disclosures, whereas stronger ESG performance contributes to emission reduction and modestly enhances financial outcomes. Tobin’s Q also emerges as a critical factor, significantly influencing sustainability practices. This suggests that firms respond to investor expectations by improving their ESG performance. Results from the robust least squares regression underscore the dominant roles of firm size, Tobin’s Q, and leverage in driving financial performance. In contrast, ESG scores, CO2 emissions, and greenwashing do not exhibit any statistically significant direct effects on financial performance. Granger causality tests confirm unidirectional relationships from financial performance to key structural variables such as size, leverage, firm age, and Tobin’s Q. A notable bidirectional causal link is observed between return on assets and return on equity. However, sustainability and governance-related variables show no causal impact on financial performance. Overall, the study acknowledges limitations and offers policy recommendations along with directions for future research.

SustainabilityVol. 17(9)
Guangzhou University (CN)
Openalex Percentile: Top 2%
Energy, Environment, Economic Growth
12.52
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.