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.
Peer-reviewed🌍 GlobalJournalLogistics2026#Supply ChainDOI
Blockchain-Enabled Traceability in Pharmaceutical Supply Chains: A Mapping Review of Evidence for Visibility, Anti-Counterfeiting, and Chain-of-Custody Control
Félix Díaz, Nhell Cerna, Rafael Liza +2
This paper presents a mapping review of blockchain-enabled traceability in pharmaceutical supply chains, analyzing 103 records. It identifies core themes of traceability, implementation via smart contracts and Ethereum, and clusters of impl…
Peer-reviewedJournalFoods2026#Supply ChainDOI
A Systematic Review of Historical Temperature Data Use in Citrus Quality Assessment for Export Supply Chains
Makhosazana Ngwenya, L. Goedhals-Gerber, Louis Louw
This systematic review examines the use of historical temperature data in assessing citrus quality in export supply chains, analyzing 35 peer-reviewed articles from 2013-2025. It finds that current research relies heavily on controlled expe…
Peer-reviewed🇪🇺 EuropeJournalDrewno. Prace Naukowe, Doniesienia, Komunikaty = Wood. Research Papers, Reports, Announcements2026#Supply ChainDOI
Comparative Analysis of Requirements for Recycled Wood Oversight in Wood-Based Panel Production
F. Wachowiak, Maciej Sydor
This paper compares oversight requirements for recycled wood in wood-based panel production across three documents: German AltholzV, Italian UNI 11951, and IKEA IOS-MAT-0010. It highlights differences in legal status and scope, advocating f…
Peer-reviewedJournalOperational Research2026#Supply ChainDOI
Exploring the influence of varied blockchain adoption strategies on outsourced remanufacturing
Yong-Hai Li, Jian Zhang, Xuanyi Zhu
This paper explores the impact of different blockchain adoption strategies on outsourced remanufacturing, focusing on supply chain and sustainability implications. No abstract is available.
Peer-reviewedJournalEuropean Journal of Nutrition & Food Safety2026#Supply ChainDOI
A Low-Cost IoT-Based Gas Sensor Approach for Real-time Monitoring of Mango Fruit Ripening and Spoilage in Storage Conditions
C. M. Babu, G. Rajender, K. C. Kumar +4
This study presents a low-cost IoT gas sensor system (≈24 USD) for real-time monitoring of mango ripening via ethylene detection. Tested on Kesar and Banganapalli varieties, it recorded peak ethylene concentrations of 213 ppm and 241 ppm. T…
Peer-reviewedCNJournalAmerican Journal of Management Science and Engineering2026#Supply ChainDOI
Artificial Intelligence Applications and Logistics Cost Control in Enterprises: Evidence from Chinese Listed Companies
Xiao-Jun Cheng
Using a text-mined AI application index from annual reports of Chinese A-share listed firms (2011-2023), this study examines the impact of AI on warehousing and logistics costs. Two-way fixed-effects models show that AI adoption significant…
Peer-reviewedJournalEnvironmental Impact Assessment Review2026#Supply ChainDOI
Transforming pallet systems for global shipping decarbonization
Tingting Zhang, Hanmo Wang, Zongguo Wen +4
This paper discusses transforming pallet systems to contribute to global shipping decarbonization, potentially improving logistics efficiency and reducing material environmental impact in the supply chain.
Peer-reviewedJournalGlobal Journal of Flexible Systems Management2026#Supply ChainDOI
Harnessing Big Data Analytics to Drive Supply Chain Advantage and Innovation: The Moderating Role of Green Supply Chain Management Perspective
Md. Ashikur Rahman, Shahriar Hasan Ratul, Niamat Ullah Ibne Hossain +2
This study examines the impact of big data analytics capability (BDAC) on supply chain innovation (SCI) and competitive advantage (CA) with green supply chain management (GSCM) as a moderator. Based on 341 responses from manufacturing plant…
Peer-reviewedCNJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
How
<scp>CSR</scp>
, Green Leadership, and Green Finance Improve Sustainable Supply Chain Performance: The Role of Sustainable Supply Chain Practices
Qi Cheng, Munkhdelger Tsevegjav, Tingting Liu +2
This paper examines how CSR, green transformational leadership, and green finance collectively improve sustainable supply chain performance (SSCP) through sustainable supply chain management practices (SSCMP), moderated by institutional pre…
DatasetZenodo2026#Supply ChainDOI
The Unlucky Investor – Chapter 4: Methodology and Settings (Biomagnification Contamination Model)
Gandolfi, Philipp
This chapter details the methodology of the Biomagnification Contamination Model, which analyzes how upstream pollution contaminates investment portfolios using Monte Carlo simulations and financial food-web networks, with a strong emphasis…
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…
Preprint🇪🇺 Europe2025#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…
Peer-reviewed🌍 GlobalJournalJournal 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…
Peer-reviewed🌍 GlobalJournalBusiness 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-reviewedJournalTransportation 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-reviewedJournalSupply 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-reviewedJournalDiscover 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-reviewedJournalCleaner 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-reviewedJournalInternational 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…