IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i16p7313-d1723436.html

Business Intelligence and Environmental Sustainability: Evidence from Jordan on the Strategic Role of Green and Integrated Supply Practices

Author

Listed:
  • Zaid Omar Abdulla Al-Hyassat

    (Business and Economic Department, Girne American University, 99428 Kyrenia, Turkey)

  • Matina Ghasemi

    (Business and Economic Department, Girne American University, 99428 Kyrenia, Turkey)

Abstract

This study examines how Business Intelligence (BI) capabilities influence environmental performance (EP) in manufacturaing supply chains, with a focus on the mediating roles of Green Supply Chain Management (GSCM) and Supply Chain Integration (SCI) and the moderating role of Blockchain Integration (BCI). Addressing a critical research gap in digital sustainability, particularly in emerging markets, this study integrates the Resource-Based View (RBV) theory, Natural Resource-Based View (NRBV) theory, and Dynamic Capabilities View (DCV) theory to develop a theoretically grounded framework. Data were collected via a cross-sectional survey of 231 managers in 65 firms in Jordan and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Findings reveal that while BI does not directly enhance EP, it significantly improves GSCM and SCI, which in turn mediate its influence on EP. GSCM fully mediates this relationship, while SCI provides partial mediation. BCI did not demonstrate a significant moderating effect. These results suggest that BI must be embedded within green and integrative operational systems to drive sustainability outcomes. This study contributes novel insights into how digital capabilities translate into environmental gains in underrepresented contexts and provides actionable guidance for firms and policymakers aiming to align digital transformation with environmental objectives.

Suggested Citation

  • Zaid Omar Abdulla Al-Hyassat & Matina Ghasemi, 2025. "Business Intelligence and Environmental Sustainability: Evidence from Jordan on the Strategic Role of Green and Integrated Supply Practices," Sustainability, MDPI, vol. 17(16), pages 1-22, August.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:16:p:7313-:d:1723436
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/16/7313/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/17/16/7313/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sarkis, Joseph & Zhu, Qinghua & Lai, Kee-hung, 2011. "An organizational theoretic review of green supply chain management literature," International Journal of Production Economics, Elsevier, vol. 130(1), pages 1-15, March.
    2. Zhu, Qinghua & Sarkis, Joseph & Lai, Kee-hung, 2008. "Confirmation of a measurement model for green supply chain management practices implementation," International Journal of Production Economics, Elsevier, vol. 111(2), pages 261-273, February.
    3. Kouhizadeh, Mahtab & Saberi, Sara & Sarkis, Joseph, 2021. "Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers," International Journal of Production Economics, Elsevier, vol. 231(C).
    4. Benzidia, Smaïl & Makaoui, Naouel & Subramanian, Nachiappan, 2021. "Impact of ambidexterity of blockchain technology and social factors on new product development: A supply chain and Industry 4.0 perspective," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    5. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    6. Abas Rawashdeh & Ayman Bahjat Abdallah & Moayyad Alfawaeer & Mohammad Al Dweiri & Feras Al-Jaghbeer, 2024. "The Impact of Strategic Agility on Environmental Sustainability: The Mediating Role of Digital Transformation," Sustainability, MDPI, vol. 16(3), pages 1-17, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Panagiotis Trivellas & Georgios Malindretos & Panagiotis Reklitis, 2020. "Implications of Green Logistics Management on Sustainable Business and Supply Chain Performance: Evidence from a Survey in the Greek Agri-Food Sector," Sustainability, MDPI, vol. 12(24), pages 1-29, December.
    2. Wu, Guo-Ciang & Ding, Jyh-Hong & Chen, Ping-Shun, 2012. "The effects of GSCM drivers and institutional pressures on GSCM practices in Taiwan’s textile and apparel industry," International Journal of Production Economics, Elsevier, vol. 135(2), pages 618-636.
    3. Beske, Philip & Land, Anna & Seuring, Stefan, 2014. "Sustainable supply chain management practices and dynamic capabilities in the food industry: A critical analysis of the literature," International Journal of Production Economics, Elsevier, vol. 152(C), pages 131-143.
    4. de Camargo Fiorini, Paula & Roman Pais Seles, Bruno Michel & Chiappetta Jabbour, Charbel Jose & Barberio Mariano, Enzo & de Sousa Jabbour, Ana Beatriz Lopes, 2018. "Management theory and big data literature: From a review to a research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 112-129.
    5. Wang, Zhen & Subramanian, Nachiappan & Gunasekaran, Angappa & Abdulrahman, Muhammad D. & Liu, Chang, 2015. "Composite sustainable manufacturing practice and performance framework: Chinese auto-parts suppliers׳ perspective," International Journal of Production Economics, Elsevier, vol. 170(PA), pages 219-233.
    6. Lai, Kee-hung & Wong, Christina W.Y., 2012. "Green logistics management and performance: Some empirical evidence from Chinese manufacturing exporters," Omega, Elsevier, vol. 40(3), pages 267-282.
    7. Amer Saeed & Yun Jun & Saviour Ayertey Nubuor & Hewawasam Puwakpitiyage Rasika Priyankara & Mahabaduge Prasad Fernando Jayasuriya, 2018. "Institutional Pressures, Green Supply Chain Management Practices on Environmental and Economic Performance: A Two Theory View," Sustainability, MDPI, vol. 10(5), pages 1-24, May.
    8. Khalid Rasheed Memon & Say Keat Ooi & Heesup Han, 2024. "Responsible innovation and corporate sustainability performance: A structural equation modeling‐neural network approach," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2712-2730, May.
    9. Bashar Barakat & Marwan Milhem & Gehad Mohammed Ahmed Naji & Mohammed Alzoraiki & Habsah Binti Muda & Ali Ateeq & Zahida Abro, 2023. "Assessing the Impact of Green Training on Sustainable Business Advantage: Exploring the Mediating Role of Green Supply Chain Practices," Sustainability, MDPI, vol. 15(19), pages 1-21, September.
    10. Amir Abbas Shojaie & Sepideh Babaie & Emel Sayah & Davood Mohammaditabar, 2018. "Analysis and Prioritization of Green Health Suppliers Using Fuzzy ELECTRE Method with a Case Study," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(1), pages 39-52, March.
    11. Tao, Zhibin & Chao, Jiaxiao, 2024. "Unlocking new opportunities in the industry 4.0 era, exploring the critical impact of digital technology on sustainable performance and the mediating role of GSCM practices," Innovation and Green Development, Elsevier, vol. 3(3).
    12. Luthra, Sunil & Garg, Dixit & Haleem, Abid, 2015. "An analysis of interactions among critical success factors to implement green supply chain management towards sustainability: An Indian perspective," Resources Policy, Elsevier, vol. 46(P1), pages 37-50.
    13. Syed Abdul Rehman Khan & Adnan Ahmed Sheikh & Nadir Munir Hassan & Zhang Yu, 2024. "Modeling the Intricate Association between Sustainable Service Quality and Supply Chain Performance: Moderating Role of Blockchain Technology and Environmental Uncertainty," Sustainability, MDPI, vol. 16(11), pages 1-23, June.
    14. Blanka Tundys & Tomasz Wiśniewski, 2018. "The Selected Method and Tools for Performance Measurement in the Green Supply Chain—Survey Analysis in Poland," Sustainability, MDPI, vol. 10(2), pages 1-26, February.
    15. Kumar, Aalok & Kumar, Sourabh & Tiwari, Sunil, 2025. "Unlocking blockchain technologies potential in supply Chains: A study on cost governance and dynamic capabilities perspective," International Journal of Production Economics, Elsevier, vol. 290(C).
    16. Wenwen Zhu & Zhiqiang Wang, 2018. "The Collaborative Networks and Thematic Trends of Research on Purchasing and Supply Management for Environmental Sustainability: A Bibliometric Review," Sustainability, MDPI, vol. 10(5), pages 1-28, May.
    17. Zhu, Qingyun & Bai, Chunguang & Sarkis, Joseph, 2022. "Blockchain technology and supply chains: The paradox of the atheoretical research discourse," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    18. Bai, Chunguang & Zhu, Qingyun & Sarkis, Joseph, 2024. "Do blockchain capabilities help overcome supply and operational risks: Insights from firm market returns during COVID-19," Omega, Elsevier, vol. 126(C).
    19. Ma, Jing & Li, Qing & Zhao, Qiuyun & Liou, Jennhae & Li, Chen, 2024. "From bytes to green: The impact of supply chain digitization on corporate green innovation," Energy Economics, Elsevier, vol. 139(C).
    20. Luo, Jun & Chong, Alain Yee-Loong & Ngai, Eric W.T. & Liu, Martin J., 2014. "Green Supply Chain Collaboration implementation in China: The mediating role of guanxi," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 71(C), pages 98-110.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:16:p:7313-:d:1723436. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.