IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i24p16336-d995913.html
   My bibliography  Save this article

The Impact of Technologies of Traceability and Transparency in Supply Chains

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)

  • Alisher Tohirovich Dedahanov

    (School of Business, Akfa University, Tashkent 111221, Uzbekistan)

  • Odiljon Sobirovich Abdurazzakov

    (School of Business, Akfa University, Tashkent 111221, Uzbekistan)

  • Dilshodjon Alidjonovich Rakhmonov

    (Department of International Business Management, Tashkent State University of Economics, Tashkent 100066, Uzbekistan)

Abstract

The key purpose of the article is to analyze the effect of digital transformations, such as blockchain technology (BCT), the social internet of things (SIoT), and artificial intelligence (AI) techniques, on the supply chain (SC) for traceability and for creating transparency. The partial least squares (PSL) structural equation modeling (SEM) method was applied in combination with SmartPLS v3.3.6. The package was employed to obtain information through a survey of SC Pakistani professionals using the snowball sampling technique. Traceability plays a crucial role in enhancing transparency and ultimately the performance of SC through BCT, SIoT, and AI. Therefore, the study recommends starting the digital transformation of the SC because this is a complex process that involves a wide range of internal and external stakeholders. The study findings show the importance of technologies of traceability and transparency as an analytical multidisciplinary approach to enhance the SC sector, although with certain limitations this can be taken into account by stakeholders. This study will be useful for decision makers investing in technologies of traceability and transparency in the SC. The study raises the awareness of traceability and transparency in the SC process, and also reveals research gaps and provides opportunities for further research. Despite the prevalence of studies in supply-chain traceability (SCT) and transparency, there is a dearth of empirical proof on how the digital transformation of the SC could lead to transparency and ultimately performance.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16336-:d:995913
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/24/16336/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/24/16336/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    2. Dayong Xu, 2019. "Research On Supply Chain Management Strategy Of Longtang Electric Engineering Co. Ltd," Acta Electronica Malaysia (AEM), Zibeline International Publishing, vol. 3(1), pages 10-13, January.
    3. Benedikte Bjerge & Nathan Clark & Peter Fisker & Emmanuel Raju, 2016. "Technology and Information Sharing in Disaster Relief," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-20, September.
    4. 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.
    5. Chang, Shuchih Ernest & Chen, Yi-Chian & Lu, Ming-Fang, 2019. "Supply chain re-engineering using blockchain technology: A case of smart contract based tracking process," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 1-11.
    6. 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.
    7. Fritz, Melanie & Schiefer, Gerhard, 2009. "Tracking, tracing, and business process interests in food commodities: A multi-level decision complexity," International Journal of Production Economics, Elsevier, vol. 117(2), pages 317-329, February.
    8. Acharya, Abhilash & Singh, Sanjay Kumar & Pereira, Vijay & Singh, Poonam, 2018. "Big data, knowledge co-creation and decision making in fashion industry," International Journal of Information Management, Elsevier, vol. 42(C), pages 90-101.
    9. Huang, Shoujun & Liu, Hezhe, 2021. "Impact of COVID-19 on stock price crash risk: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 101(C).
    10. Elisa Baraibar‐Diez & María D. Odriozola & José Luis Fernández Sánchez, 2017. "A Survey of Transparency: An Intrinsic Aspect of Business Strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 26(4), pages 480-489, May.
    11. 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.
    12. Anisya Thomas & Laura Rock Kopczak, 2007. "Life-Saving Supply Chains," International Series in Operations Research & Management Science, in: Hau L. Lee & Chung-Yee Lee (ed.), Building Supply Chain Excellence in Emerging Economies, chapter 0, pages 93-111, Springer.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Elsy Lediana & Tomy Perdana & Yosini Deliana & Tuhpawana P. Sendjaja, 2023. "Sustainable Entrepreneurial Intention of Youth for Agriculture Start-Up: An Integrated Model," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    2. 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.
    3. Giannis-Panagiotis Botilias & Spiridoula V. Margariti & Jeries Besarat & Dimitrios Salmas & George Pachoulas & Chrysostomos Stylios & Dimitris Skalkos, 2023. "Designing and Developing a Meat Traceability System: A Case Study for the Greek Meat Industry," Sustainability, MDPI, vol. 15(16), pages 1-18, August.
    4. Ihsan Ullah & Muhammad Khan & Dilshodjon Alidjonovich Rakhmonov & Kalonov Mukhiddin Bakhritdinovich & Julija Jacquemod & Junghan Bae, 2023. "Factors Affecting Digital Marketing Adoption in Pakistani Small and Medium Enterprises," Logistics, MDPI, vol. 7(3), pages 1-22, July.
    5. Chenglin Liu & Kai Sun & Luchuan Liu, 2023. "The Formation and Transformation Mechanisms of Deep Consumer Engagement and Purchase Behavior in E-Commerce Live Streaming," Sustainability, MDPI, vol. 15(7), pages 1-17, March.
    6. Marlen Gabriele Arnold & Constanze Pfaff & Thomas Pfaff, 2023. "Circular Business Model Strategies Progressing Sustainability in the German Textile Manufacturing Industry," Sustainability, MDPI, vol. 15(5), pages 1-29, March.
    7. 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.
    8. 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.
    9. Shakir Ullah & Sergey Barykin & Ma Jianfu & Taher Saifuddin & Mohammed Arshad Khan & Ruben Kazaryan, 2023. "Green Practices in Mega Development Projects of China–Pakistan Economic Corridor," Sustainability, MDPI, vol. 15(7), pages 1-18, March.
    10. Jide Zhang & Mushtaq Ahmad & Tufail Muhammad & Furqan Syed & Xu Hong & Muhmmad Khan, 2023. "The Impact of the Financial Industry and Globalization on Environmental Quality," Sustainability, MDPI, vol. 15(2), pages 1-18, January.

    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. 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.
    2. 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.
    3. Muhammad Khan & Marwan Khan & Abbas Ali & Muhammad Imran Khan & Ihsan Ullah & Muhammad Iqbal, 2022. "Digitalization for Fast, Fair, and Safe Humanitarian Logistics," Logistics, MDPI, vol. 6(2), pages 1-18, May.
    4. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris, 2022. "Managing knowledge in Indian Organizations: An empirical investigation to examine the moderating role of jugaad," Journal of Business Research, Elsevier, vol. 141(C), pages 26-39.
    5. Hauck, Jana & Suess-Reyes, Julia & Beck, Susanne & Prügl, Reinhard & Frank, Hermann, 2016. "Measuring socioemotional wealth in family-owned and -managed firms: A validation and short form of the FIBER Scale," Journal of Family Business Strategy, Elsevier, vol. 7(3), pages 133-148.
    6. Mandler, Timo & Sezen, Burcu & Chen, Jieke & Özsomer, Ayşegül, 2021. "Performance consequences of marketing standardization/adaptation: A systematic literature review and future research agenda," Journal of Business Research, Elsevier, vol. 125(C), pages 416-435.
    7. John Hulland & Hans Baumgartner & Keith Marion Smith, 2018. "Marketing survey research best practices: evidence and recommendations from a review of JAMS articles," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 92-108, January.
    8. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Pereira, Vijay, 2022. "Examining the industrial buying behavior in Indian market: From behavior and cultural perspective for B2B buyers and suppliers," Journal of Business Research, Elsevier, vol. 151(C), pages 86-99.
    9. Osama Musa Ali Al-Darras & Cem Tanova, 2022. "From Big Data Analytics to Organizational Agility: What Is the Mechanism?," SAGE Open, , vol. 12(2), pages 21582440221, June.
    10. Ranjan Chaudhuri & Sheshadri Chatterjee & Demetris Vrontis & Alkis Thrassou, 2024. "Adoption of robust business analytics for product innovation and organizational performance: the mediating role of organizational data-driven culture," Annals of Operations Research, Springer, vol. 339(3), pages 1757-1791, August.
    11. Limin Zhang & Fei Gu & Mingke He, 2024. "The Influence of Digital Transformation on the Reconfigurability and Performance of Supply Chains: A Study of the Electronic, Machinery, and Home Appliance Manufacturing Industries in China," Sustainability, MDPI, vol. 16(7), pages 1-22, March.
    12. Sheshadri Chatterjee & Ranjan Chaudhuri & Demetris Vrontis & Adnane Maalaoui, 2023. "Internationalization of family business and its performance: examining the moderating role of digitalization and international networking capability," Review of Managerial Science, Springer, vol. 17(7), pages 2443-2470, October.
    13. 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).
    14. Sheshadri Chatterjee & Ranjan Chaudhuri & Demetris Vrontis & Thanos Papadopoulos, 2024. "Examining the impact of deep learning technology capability on manufacturing firms: moderating roles of technology turbulence and top management support," Annals of Operations Research, Springer, vol. 339(1), pages 163-183, August.
    15. Khan, Imran & Fatma, Mobin, 2024. "AR app-based brand engagement and outcomes: A moderated mediation approach," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    16. Sheshadri Chatterjee & Ranjan Chaudhuri & Demetris Vrontis, 2023. "Role of fake news and misinformation in supply chain disruption: impact of technology competency as moderator," Annals of Operations Research, Springer, vol. 327(2), pages 659-682, August.
    17. Man Mohan Siddh & Sameer Kumar & Gunjan Soni & Vipul Jain & Charu Chandra & Rakesh Jain & Milind Kumar Sharma & Yigit Kazancoglu, 2022. "Impact of agri-fresh food supply chain quality practices on organizational sustainability," Operations Management Research, Springer, vol. 15(1), pages 146-165, June.
    18. Sheshadri Chatterjee & Kalyan Kumar Bhattacharjee & Chia-Wen Tsai & Amit Kumar Agrawal, 2021. "Impact of peer influence and government support for successful adoption of technology for vocational education: A quantitative study using PLS-SEM technique," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(6), pages 2041-2064, December.
    19. Sheshadri Chatterjee & Nripendra P. Rana & Yogesh K. Dwivedi, 2022. "Assessing Consumers’ Co‐production and Future Participation On Value Co‐creation and Business Benefit: an F-P-C-B Model Perspective," Information Systems Frontiers, Springer, vol. 24(3), pages 945-964, June.
    20. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Jabeen, Fauzia, 2022. "Digital transformation of organization using AI-CRM: From microfoundational perspective with leadership support," Journal of Business Research, Elsevier, vol. 153(C), pages 46-58.

    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:14:y:2022:i:24:p:16336-:d:995913. 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.