GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Peer-reviewedCNJournalSustainability2026#Supply ChainDOI
The Impact of Green Supply Chain Pressures on Corporate Sustainability: The Role of Resource-Intensive Pathways and Financial Constraints
Qiyuan Fan, Jiajun Liu, Wenwen Yu
This paper examines how green supply chain pressure from key customers affects firm productivity using Chinese A-share listed firms from 2014-2024. It constructs a text-based index from MD&A disclosures and finds that pressure boosts produc…
Conference2026 International Conference on Sustainable Engineering and Technology Innovations (ICSETI)2026#AI × ESGDOI
Green Finance Decision Support System: ML and XAI-based Loan Assessment for Renewable Energy and Smart Infrastructure
R.Kaladevi, V.Umarani, V. N +1
This study builds an ML and explainable AI system to assess green loan eligibility. Using synthetic data, multiple models were evaluated, with Gradient Boosting achieving high accuracy. SHAP analysis identified credit score and energy effic…
Peer-reviewedJournalActual Problems of Economics2026#OtherDOI
FACTORS OF ENSURING CORPORATE DEVELOPMENT IN AGRICULTURAL ENTERPRISES
V. Alkema
This paper systematically categorizes internal and external factors ensuring corporate development in agricultural enterprises amid market instability, digital transformation, climate challenges, military risks, and sustainability demands. …
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
Green Manufacturing and the Co-Evolution of Corporate Digitalization and Greening Transformation Systems: Evidence from China’s Green Factory Certification
Huilu Jiang, He-Liang Zhu, Zichen Xu +1
This paper examines the impact of China's green factory certification on corporate digital-green collaborative transformation using panel data of A-share listed firms from 2012-2022 and a multi-period DID model. Certification significantly …
Peer-reviewedJournalSocio-Economic Problems of the Modern Period of Ukraine2026#ESGDOI
Resilience of the corporate governance system in agroholdings amidst the transformation of logistics chains
Volodymyr A. Kolodiychuk, Mykhaylo B. Kurtyak
This theoretical paper examines how CSR enhances the resilience of corporate governance in Ukrainian agroholdings under wartime logistics disruptions. It identifies four channels: human capital, stakeholder engagement, ESG practices, and re…
Peer-reviewedCNJournalSustainability2026#ESGDOI
The Impact of Corporate Safety Investment on Total Factor Productivity: Evidence from High-Risk Industries in China
Yuyao Zhao, Yating Zeng, Wen-Dai Lv
Using panel data from Chinese A-share listed firms in high-risk industries (2012-2024), this study shows that safety investment significantly improves total factor productivity (TFP). The effect operates through strengthening organizational…
Peer-reviewedCNJournalBusiness Ethics, the Environment & Responsibility2026#ESGDOI
Escape From the Competition: How Fair Competition Policy Influences Corporate
ESG
Behavior
Zhen Wang
This study empirically examines how China's Fair Competition Review System (FCRS) drives corporate ESG behavior within a new institutional economics framework. FCRS reduces administrative monopolies, enhancing market mechanisms, and signifi…
Peer-reviewedCNJournalHighlights in Business, Economics and Management2026#ESGDOI
Study on the Impact of ESG Rating Discrepancies on the Sustainability of Corporate Green Innovation
Yucheng Li
Using Chinese A-share firms (2015-2022), this study finds that ESG rating discrepancies undermine the persistence of corporate green innovation. The effect operates through financing constraints and heightened business risk, and is stronger…
Peer-reviewedCNJournalEnvironment, Social and Governance2026#ESGDOI
The Impact of Corporate ESG Performance on Corporate Tax Avoidance
Zixi Xu
This study empirically shows that firms with better ESG performance engage in significantly less tax avoidance. The mechanism is that strong ESG performance eases financing constraints, reducing the need for tax avoidance. The effect is str…
Peer-reviewedCNJournalSustainability2026#GreenwashingDOI
The Contagion Effect of Greenwashing in Interlocking Directorate Networks: The Moderating Role of Financing Constraints and Implications for Corporate Sustainability
Duan Wang, Yang Zhou, Byungjun Yu
Using Chinese manufacturing panel data, this study finds greenwashing contagion through interlocking directorates, moderated by financing constraints. Firms with fewer constraints are more susceptible, especially in marketized regions and h…
Peer-reviewedJournalINTERNATIONAL JOURNAL OF SOCIAL SCIENCES AND MANAGEMENT RESEARCH2026#Transition FinanceDOI
A Conceptual Framework for Capital Allocation and Portfolio Optimization in Infrastructure and Energy Finance
K. Oyediji
This paper proposes a conceptual framework for capital allocation and portfolio optimization in infrastructure and energy finance, integrating financial theory, risk management, and sustainability principles. It addresses climate transition…
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
Artificial Intelligence and Corporate Sustainability: Evidence from China’s National Artificial Intelligence Innovation and Development Pilot Zone Policy
Yukun Sang, Kannan Loganathan, Lu Lin
Using China's AI Pilot Zone policy as a quasi-natural experiment, this study employs a multi-period DID approach on listed firms (2014-2024) to show the policy significantly improves corporate sustainable development performance (SDP). Dyna…
Peer-reviewedCNJournalAdvances in Economics, Management and Political Sciences2026#Climate FinanceDOI
An Empirical Analysis of the Impact of Green Bonds on Corporate Green Technological Innovation: Evidence from Chinese Listed Companies
Shuocheng Li
Using a multi-period DID model on Chinese A-share listed firms (2014-2024), this study finds that green bond issuance significantly increases green patent applications, with stronger effects under robust intellectual property protection. He…
Peer-reviewedJournalInternational journal of computer information systems and industrial management applications2026#AI × ESGDOI
ARTIFICIAL INTELLIGENCE-DRIVEN FINTECH INNOVATIONS AND CIRCULAR ECONOMY TRANSITION: BRIDGING INNOVATION, INCLUSION, AND SUSTAINABLE IMPACT FOR PEOPLE AND PLANET
Suganthi Pais
This study quantitatively examines the impact of AI-powered FinTech innovations on Circular Economy Transition (CET), with Sustainable Consumption Behavior (SCB) as a mediator. Using SEM on data from 384 respondents, it identifies AI capabi…
Peer-reviewed🇨🇳 ChinaJournalGondwana Research2026#AI × ESGDOI
Integrating geographical detector and machine learning models for carbon emission scenarios in China’s thermal power sector
Li Zhang, Jinsong Deng
This study integrates geographical detector and machine learning models to analyze carbon emission scenarios in China's thermal power sector. It identifies key regional drivers and provides policy insights for emission reduction, exemplifyi…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#EV & TransportDOI
Stochastic optimization for sustainable closed-loop electric vehicle battery supply chain networks
Haodong Li, Wenzhu Liao, Youning Qian
This paper proposes a stochastic optimization approach for designing sustainable closed-loop supply chain networks for electric vehicle batteries. It balances cost and environmental impact under uncertainty, contributing to resource circula…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Energy TransitionDOI
Socioeconomic and climate uncertainty shape solar electricity costs and storage needs across West Africa
Xiaojing Lin, Xin Sun, Sarah Féron +9
This study evaluates utility-scale solar and off-grid systems with battery and hydrogen storage across 184 districts in West Africa under 13 climate scenarios. Solar electricity costs range from $0.100 to $0.409/kWh, with Liberia and Sierra…
Peer-reviewed🇨🇳 ChinaJournalWater Resources Research2026#Climate RiskDOI
Disentangling the Regional and Contextual Dependencies of Climate Effects on Global Maize Yield
Yunmeng Zhao, Chiyuan Miao
This study uses random forests and SHAP to analyze the impact of climate variability on global maize yield from 1982-2016. Climate variability explains 23-45% of yield variability across climate zones, increasingly offsetting technological …
Peer-reviewed🇨🇳 ChinaJournalEnergy Research & Social Science2026#Energy TransitionDOI
Governing socio-technical transitions through nested learning and subsystem alignment: The case study of China's nuclear energy development
Aitong Li, Gang Zhao
This paper analyzes the role of nested learning and subsystem alignment in governing socio-technical transitions, using China's nuclear energy development as a case study. It examines how policy learning and institutional coordination facil…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Digital Earth2026#Climate ScienceDOI
Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model
Qingzhou Lv, Hui Yang, Jia Wang +7
This study develops a prior-knowledge-constrained attention U-Net that integrates land-use-specific carbon density to estimate aboveground carbon storage (AGC) across China at 1 km resolution from 2000 to 2020. The model achieves 75.97% acc…