GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
PreprintDevelopment and Learning in Organizations: An International Journal2025#Supply ChainDOI
Developing human capital for sustainable supply chain hyper automation: an action learning framework
Viraj P. Tathavadekar, Nitin R. Mahankale
This viewpoint article proposes a generalized action learning framework that integrates UN SDG alignment, Scope 1-3 emissions, and carbon neutrality with Industry 4.0 automation competencies for human capital development in sustainable supp…
🇪🇺 EuropePreprint2025#Supply ChainDOI
Στρατηγικές για την επίτευξη αριστείας στις αειφορικές επιδόσεις της εφοδιαστικής αλυσίδας ζυθοποιίας
(著者不明)
This paper examines the role of operational excellence in achieving sustainability in the brewery supply chain through a qualitative case study of Olympic Brewery. Findings show integrated practices of energy/water recovery, digital monitor…
PreprintRevista de Educação e Pesquisa em Contabilidade (REPeC)2025#Supply ChainDOI
Vital Industry: Supplier Selection, Monitoring, and Reporting Based on Sustainability Standards
Alison Martins Meurer, Antonio Nadson Mascarenhas Souza
This teaching case is designed for undergraduate and graduate courses to develop skills in supplier selection, monitoring, and reporting based on sustainability standards (IFRS S1/S2, GRI). It encourages critical reflection on ESG performan…
🌍 Global📚 Peer-reviewed · JournalJournal of Circular Economy2026#Supply ChainDOI
Microfiber and GHG Emission Analysis Across the Textile Value Chain: Shifting from End-of-Pipe Solution to Circularity
Elias Wagari
This study assesses the textile value chain to identify hotspots: printing/dyeing for microfibers and dyeing/finishing for GHG emissions (projected 1.8 Gt CO2-eq by 2030). End-of-pipe wastewater treatment removes >99% of microfibers but pos…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy & Development2026#Supply ChainDOI
Artificial Intelligence as an Enabler for Sustainable Circular Supply Chain Management of
<scp>SMEs</scp>
: A Solution‐Based Framework for Transformation Toward Net Zero Economy
Manjeet Kharub, Sourav Mondal, Saumya Singh +1
This study explores AI readiness enablers for SMEs to implement sustainable circular supply chain management (SCSCM) towards net zero. Using mixed methods including BWM and F-DEMATEL, it identifies skill and strategy-related enablers as key…
📚 Peer-reviewed · JournalTransportation Engineering2026#Supply ChainDOI
RELiC-build: A reliability-embedded SCGE–scheduling framework to quantify climate impacts and decarbonization options in construction supply chains
Hamsa F. Nimer, Odey Alshboul, Musab Abuaddous +1
This paper proposes RELiC-build, a reliability-embedded SCGE-scheduling framework to quantify climate impacts and decarbonization options in construction supply chains. The framework enables assessment of emission reduction measures and the…
📚 Peer-reviewed · JournalSupply Chain Management: An International Journal2026#Supply ChainDOI
When does blockchain-enabled carbon transparency deliver real supply chain decarbonization? A signaling theory perspective
Amine Belhadi
This study shows that blockchain adoption alone increases carbon intensity, but when combined with supply chain carbon transparency (SCCT), it reduces emissions by enhancing verifiability and interpretability. The effect weakens under high …
📚 Peer-reviewed · JournalDiscover Sustainability2026#Supply ChainDOI
Metal scrap value chains and global benchmarking for green manufacturing and industrial decarbonization
Wangi Pandan Sari, Ardyanto Fitrady, Annisa Cahyaningsih +5
This paper analyzes metal scrap value chains and proposes global benchmarking approaches for green manufacturing and industrial decarbonization. It quantifies the role of recycled metals (steel, non-ferrous) in CO2 reduction and compares po…
📚 Peer-reviewed · JournalCleaner Logistics and Supply Chain2026#Supply ChainDOI
Stakeholder requirements for goods transportation decarbonization – An examination of transportation chains
Taina Eriksson, Titiana Ertiö, Fuad Khan
This study examines stakeholder requirements for decarbonizing goods transportation, analyzing transportation chains to identify key elements for effective decarbonization strategies.
📚 Peer-reviewed · JournalInternational Journal of Production Economics2026#Supply ChainDOI
Decarbonisation and firm financial performance: The roles of supply chain transparency and resilience
Michael Wang, Yang Liu, Duanyang Geng +2
This study examines the relationship between decarbonization and firm financial performance through the lenses of supply chain transparency and resilience. It investigates how disclosure of supply chain emissions and the ability to withstan…
🇪🇺 EuropePreprintCrossref2026#Supply ChainDOI
Sostenibilidad de la cadena de suministro de materiales estratégicos en el sector del transporte terrestre de carga pesada
Martínez Hernando, María del Pilar
Assesses environmental, social, and cost impacts of critical raw materials (platinum, lithium, natural rubber) supply chains for heavy-duty ICEVs, EVs, and FCVs in the EU. Finds that Scope 3 emissions dominate, with platinum having the high…
🇪🇺 Europe📚 Peer-reviewed · JournalScientific Reports2025#Supply ChainDOI
The greenhouse gas emissions of the most remarkable Finnish fish product chains
Silvenius F.
This study analyzes the greenhouse gas emissions of major Finnish fish product supply chains, quantifying emissions from fishing, processing, and distribution to identify reduction priorities.
📚 Peer-reviewed · JournalSustainable Futures2024#Supply ChainDOI
Critical review of the drivers and barriers for adopting net zero carbon procurement for construction projects
Osei-Kyei R.
This paper critically reviews the drivers and barriers for adopting net zero carbon procurement in construction projects. It synthesizes factors such as policy support, supply chain collaboration, and cost implications, offering practical i…
CN📚 Peer-reviewed · JournalCommunications Earth and Environment2023#Supply ChainDOI
Half of the greenhouse gas emissions from China’s food system occur during food production
Liu G.
This study finds that half of the greenhouse gas emissions from China's food system occur during the food production stage, highlighting the need for mitigation measures in the agricultural sector.
🌍 Global📚 Peer-reviewed · JournalAl-Qadisiyah Journal for Engineering Sciences2026#Supply ChainDOI
Life cycle assessment of citronella Oil supply Chain: A comparative two production process methods
Trisna Trisna, M. Zakaria, M. Saptari
This study compares two citronella oil distillation methods (one boiler per kettle vs. one boiler for three kettles) using life cycle assessment in Aceh, Indonesia. The three-kettle system shows lower environmental impacts across greenhouse…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Lean Six Sigma2026#Supply ChainDOI
Mapping the intellectual landscape of lean supply chain management (LSCM): a bibliometric and network analysis (2000–2024)
H. Akram
This study conducts a bibliometric and network analysis of 684 publications on Lean Supply Chain Management (LSCM) from 2000 to 2024. It identifies five major thematic clusters: Lean Implementation, Sustainable and Green Lean Supply Chains,…
📚 Peer-reviewed · JournalWaste and Biomass Valorization2026#Supply ChainDOI
Sustainable Symbiotic Agri-Food Supply Chains: Integration of Insects’ Rearing and Microalgae Cultivation
S. D. Giakoumatos, G. Tsoulfas
This paper proposes a sustainable agri-food supply chain integrating insect rearing and microalgae cultivation. The symbiotic system aims to improve resource efficiency and reduce environmental impact. While specific quantitative results ar…
🇺🇸 USA📚 Peer-reviewed · JournalIEEE transactions on engineering management2026#Supply ChainDOI
Can Firms’ Anti-Slavery and Human Rights Commitments in Supply Chains Enhance Financial Performance?
O. Tosun, M. Lotfi, Reza Zanjirani Farahani
Using panel data from 354 US-listed firms (2002-2020), this study investigates how anti-slavery and human rights commitments affect financial performance. Stronger commitments are associated with a 5.8% increase in annual stock returns, esp…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Leveraging AI to Build Agile and Resilient Healthcare Supply Chains for Sustainable Performance: A Systematic Scoping Review and Future Directions
Senthilkumar Thiyagarajan, E. Cudney, Pranay Chimmani +2
This systematic review analyzes how AI enhances agility, resilience, and sustainable performance in healthcare supply chains (HSCs). Three thematic clusters emerge: sustainability-oriented design, disruption/resilience management, and digit…
🌍 Global📚 Peer-reviewed · JournalSustainable Development Insights2026#Supply ChainDOI
Sustainable Logistics: A Bibliometric Mapping of Green Practices, Challenges, and Innovations
L. Judijanto
This study uses bibliometric analysis on Scopus data to map the intellectual structure and thematic evolution of sustainable logistics research. It reveals that green supply chain management and environmental impact mitigation are central, …