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A Model for Understanding the Mediating Association of Transparency between Emerging Technologies and Humanitarian Logistics Sustainability

Author

Listed:
  • Muhammad Khan

    (Institute of Business Studies and Leadership, Abdul Wali Khan University, Mardan 23200, Pakistan)

  • Gohar Saleem Parvaiz

    (Department of Management Sciences, Institute of Management Sciences, Peshawar 25000, Pakistan)

  • Abbas Ali

    (Business and Legal Studies Department, University of Siena, 53100 Siena, Italy)

  • Majid Jehangir

    (Department of Business Administration, Changwon National University, Changwon 51140, Korea)

  • Noor Hassan

    (Institute of Business Studies and Leadership, Abdul Wali Khan University, Mardan 23200, Pakistan)

  • Junghan Bae

    (Department of International Economics & Business, Yeungnam University, Gyeongsan 38541, Korea)

Abstract

There has been considerable worldwide attention to the Internet of Things (IoT), blockchain technology (BCT), and artificial intelligence (AI) in all sectors of the economy. Despite still being in the expansion phase, the application of the IoT, BCT, and AI to humanitarian logistics (HL) has drawn a lot of interest due to their significant success in other industries. Commercial and noncommercial organizations are both under growing universal pressure for transparency. Therefore, this study offers a model for understanding the mediating association of transparency between emerging technologies and HL sustainability. The partial least squares structural equation modeling (PLS-SEM) approach was used in conjunction with SmartPLS3. The software was applied to information acquired via questionnaires from 434 disaster relief workers (DRWs) chosen using the snowball sampling approach. The findings suggest that in disaster relief operations (DROs), where corruption and mismanagement in HL have been key concerns for all stakeholders, emerging technologies could be a way forward to achieving system transparency and HL sustainability. The ultimate beneficiaries of transparent and sustainable HL will be all of society, especially the victims of catastrophes. Such victims can receive proper aid on time if the appropriate technology is used in DROs, and early warnings can save many lives. This study adds to the body of knowledge by providing the first empirical evidence assessing the role of emerging technologies in HL transparency and sustainability.

Suggested Citation

  • Muhammad Khan & Gohar Saleem Parvaiz & Abbas Ali & Majid Jehangir & Noor Hassan & Junghan Bae, 2022. "A Model for Understanding the Mediating Association of Transparency between Emerging Technologies and Humanitarian Logistics Sustainability," Sustainability, MDPI, vol. 14(11), pages 1-23, June.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:11:p:6917-:d:832447
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    as
    1. Stanley B. Gershwin, 2018. "The future of manufacturing systems engineering," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 224-237, January.
    2. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    3. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    4. Yen-Chun Jim Wu & Taih-Cherng Lirn, 2011. "RFID technology in emergency logistics: an exploratory study," International Journal of Management and Enterprise Development, Inderscience Enterprises Ltd, vol. 11(2/3/4), pages 163-181.
    5. ManMohan S. Sodhi & Christopher S. Tang, 2019. "Research Opportunities in Supply Chain Transparency," Production and Operations Management, Production and Operations Management Society, vol. 28(12), pages 2946-2959, December.
    6. Magali A. Delmas & Michael W. Toffel, 2008. "Organizational responses to environmental demands: opening the black box," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1027-1055, October.
    7. Rameshwar Dubey & Angappa Gunasekaran & David J. Bryde & Yogesh K. Dwivedi & Thanos Papadopoulos, 2020. "Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3381-3398, June.
    8. Min, Hokey, 2019. "Blockchain technology for enhancing supply chain resilience," Business Horizons, Elsevier, vol. 62(1), pages 35-45.
    9. Yu, Wantao & Ramanathan, Ramakrishnan & Nath, Prithwiraj, 2017. "Environmental pressures and performance: An analysis of the roles of environmental innovation strategy and marketing capability," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 160-169.
    10. Nezih Altay & Raktim Pal, 2014. "Information Diffusion among Agents: Implications for Humanitarian Operations," Production and Operations Management, Production and Operations Management Society, vol. 23(6), pages 1015-1027, June.
    11. Rameshwar Dubey & David J. Bryde & Cyril Foropon & Manisha Tiwari & Yogesh Dwivedi & Sarah Schiffling, 2021. "An investigation of information alignment and collaboration as complements to supply chain agility in humanitarian supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 59(5), pages 1586-1605, March.
    12. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
    13. Weerawardena, Jay & McDonald, Robert E. & Mort, Gillian Sullivan, 2010. "Sustainability of nonprofit organizations: An empirical investigation," Journal of World Business, Elsevier, vol. 45(4), pages 346-356, October.
    14. Muhammad Khan & Hee Yong Lee & Jung Han Bae, 2019. "The Role of Transparency in Humanitarian Logistics," Sustainability, MDPI, vol. 11(7), pages 1-27, April.
    15. Oscar Rodríguez-Espíndola & Soumyadeb Chowdhury & Ahmad Beltagui & Pavel Albores, 2020. "The potential of emergent disruptive technologies for humanitarian supply chains: the integration of blockchain, Artificial Intelligence and 3D printing," International Journal of Production Research, Taylor & Francis Journals, vol. 58(15), pages 4610-4630, July.
    16. Clay M. Voorhees & Michael K. Brady & Roger Calantone & Edward Ramirez, 2016. "Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 119-134, January.
    17. Sungchul Choi & Alex Ng, 2011. "Environmental and Economic Dimensions of Sustainability and Price Effects on Consumer Responses," Journal of Business Ethics, Springer, vol. 104(2), pages 269-282, December.
    18. Shi Chen & Qinqin Zhang & Yong‐Pin Zhou, 2019. "Impact of Supply Chain Transparency on Sustainability under NGO Scrutiny," Production and Operations Management, Production and Operations Management Society, vol. 28(12), pages 3002-3022, December.
    19. George Baryannis & Sahar Validi & Samir Dani & Grigoris Antoniou, 2019. "Supply chain risk management and artificial intelligence: state of the art and future research directions," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2179-2202, April.
    20. L N Van Wassenhove, 2006. "Humanitarian aid logistics: supply chain management in high gear," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(5), pages 475-489, May.
    21. Elisa Baraibar-Diez & María D Odriozola & José Luis Fernández Sánchez, 2016. "Transparency through European corporate governance codes," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 13(3), pages 244-261, August.
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    Cited by:

    1. Pinyarat Sirisomboonsuk & James Burns, 2023. "Sustainability in Supply Chains through Rapid Capacity Increases and Minimized Disruptions," Sustainability, MDPI, vol. 15(7), pages 1-17, March.
    2. Henriett Matyi & Péter Tamás, 2023. "Operational Concept of an Innovative Management Framework for Choosing the Optimal Packaging System for Supply Chains," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
    3. Mahmoud Abdulhadi Alabdali & Mohammad Asif Salam, 2022. "The Impact of Digital Transformation on Supply Chain Procurement for Creating Competitive Advantage: An Empirical Study," Sustainability, MDPI, vol. 14(19), pages 1-17, September.
    4. Muhammad Khan & Gohar Saleem Parvaiz & Alisher Tohirovich Dedahanov & Odiljon Sobirovich Abdurazzakov & Dilshodjon Alidjonovich Rakhmonov, 2022. "The Impact of Technologies of Traceability and Transparency in Supply Chains," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    5. Muhammad Khan & Amal Nasser Alshahrani & Julija Jacquemod, 2023. "Digital Platforms and Supply Chain Traceability for Robust Information and Effective Inventory Management: The Mediating Role of Transparency," Logistics, MDPI, vol. 7(2), pages 1-20, April.
    6. Nikolaos Chondromatidis & Anastasios Gialos & Vasileios Zeimpekis, 2022. "Investigating the Performance of the Order-Picking Process by Using Smart Glasses: A Laboratory Experimental Approach," Logistics, MDPI, vol. 6(4), pages 1-26, December.

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