Unveiling the impact of supply chain network data practices on performance: A study of Pakistan’s automotive manufacturing sector
Keywords:
Supply chain performance, Supply chain integration, Information sharing, Supply chain information management, Information system infrastructure, Internal integration, Customer integrationAbstract
The investigation aims to clarify the connection between SC network data, the executives, the supply chain network data framework foundation, supply chain network incorporation, and the inventory network execution of firms in the assembly industry in Pakistan (Karachi). Consequently, the examination shows a gap in research concerning the impact of inventory network data rehearses on supply chain network execution. The exploration plan for this investigation utilized the quantitative technique of reviewing surveys that were created, which were dependent on an intensive and point-by-point examination of the applicable writing. For an example comprised of 144 usable pieces of information, PLS-SEM was utilized to inspect the examination model. The discoveries show that inward mix and client reconciliation completely incorporate the connection between the Supply chain network data of the executives and the Supply chain network data framework foundation toward inventory network execution. This examination is restricted to a specific example: auto firms in Pakistan, because of which the generalizability of discoveries is additionally restricted. Companies are keen to get everyone on their SC network to communicate using data organization to help administrators be more dynamic while getting updated data based on the board and framework. As at least one, it assists with planning different inside and outside proportions of the worth chain between assembling organizations in the affiliation's stock organization association. This would enable manufacturing companies to improve their presentation in the extended term.
References
Albhirat, M. M., Rashid, A., Rasheed, R., Rasool, S., Zulkiffli, S. N. A., Zia-Ul-Haq, H. M., & Mohammad, A. M. (2024). The PRISMA Statement in Enviropreneurship Study: A Systematic Literature and a Research Agenda. Cleaner Engineering and Technology, 18(2024), 100721. https://doi.org/10.1016/j.clet.2024.100721
Amirah, N. A., Him, N. F. N., Rashid, A., Rasheed, R., Zaliha, T. N., & Afthahnoon, A. (2024). Fostering a safety culture in manufacturing through safety behavior: A structural equation modelling approach. Journal of Safety and Sustainability, 1 (2), 108-116. https://doi.org/10.1016/j.jsasus.2024.03.001
Drost, E. A. (2011). Validity and Reliability in Social Science Research. Education Research and Perspectives, 38, 105- 123. - references - scientific Research publishing. Scirp.org. https://www.scirp.org/reference/referencespapers?referenceid=1664827
Haq, Z. U., Rasheed, R., Rashid, A., & Akhter, S. (2023). Criteria for Assessing and Ensuring the Trustworthiness in Qualitative Research. International Journal of Business Reflections, 4(2), 150-173. Available at: http://journals.pu.edu.pk/journals/index.php/ijbr/article/view/7358
Hashmi, A. R., & Mohd, A. T. (2020). The effect of disruptive factors on inventory control as a mediator and organizational performance in health department of Punjab, Pakistan. International Journal of Sustainable Development & World Policy, 9(2), 122-134. https://doi.org/10.18488/journal.26.2020.92.122.134
Hashmi, A. R., Amirah, N. A., & Yusof, Y. (2020a). Mediating effect of integrated systems on the relationship between supply chain management practices and public healthcare performance: Structural Equation Modeling. International Journal of Management and Sustainability, 9(3), 148-160. https://doi.org/10.18488/journal.11.2020.93.148.160
Hashmi, A. R., Amirah, N. A., & Yusof, Y. (2021b). Organizational performance with disruptive factors and inventory control as a mediator in public healthcare of Punjab, Pakistan. Management Science Letters, 11(1), 77-86. https://doi.org/10.5267/j.msl.2020.8.028
Hashmi, A. R., Amirah, N. A., Yusof, Y., & Zaliha, T. N. (2020b). Exploring the dimensions using exploratory factor analysis of disruptive factors and inventory control. The Economics and Finance Letters, 7(2), 247-254. https://doi.org/10.18488/journal.29.2020.72.247.254
Hashmi, A. R., Amirah, N. A., Yusof, Y., & Zaliha, T. N. (2021a). Mediation of inventory control practices in proficiency and organizational performance: State-funded hospital perspective. Uncertain Supply Chain Management, 9(1), 89-98. https://doi.org/10.5267/j.uscm.2020.11.006
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Jais, R., Ngah, A. H., Rahi, S., Rashid, A., Ahmad, S. Z., & Mokhlis, S. (2024). Chatbots Adoption Intention in Public Sector in Malaysia from the Perspective of TOE Framework: The Moderated and Mediation Model. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1108/JSTPM-04-2024-0151
Johnson, J. W. (2001). The relative importance of task and contextual performance dimensions to supervisor judgments of overall performance. The Journal of Applied Psychology, 86(5), 984–996. https://doi.org/10.1037/0021-9010.86.5.984
Johnson, S. M., Makinen, J. A., & Millikin, J. W. (2001). Attachment injuries in couple relationships: A new perspective on impasses in couples therapy. Journal of Marital and Family Therapy, 27(2), 145–155. https://doi.org/10.1111/j.1752-0606.2001.tb01152.x
Joshi, A., Kale, S., Chandel, S., & Pal, D. (2015). Likert scale: Explored and explained. British Journal of Applied Science & Technology, 7(4), 396–403. https://doi.org/10.9734/bjast/2015/14975
Antecedents of Customer Loyalty at Telecomm Sector. Turkish Online Journal of Qualitative InquiryKhan, S. K., Rashid. A., Benhamed, A., Rasheed, R., & Huma, Z. (2023b). Effect of leadership styles on employee performance by considering psychological capital as mediator: evidence from airlines industry in emerging economy. World Journal of Entrepreneurship, Management and Sustainable Development, 18(6), 799-818. https://doi.org/10.47556/J.WJEMSD.18.6.2022.7
Khan, S., Rashid, A., Rasheed, R., & Amirah, N. A. (2023a). Designing a knowledge-based system (KBS) to study consumer purchase intention: the impact of digital influencers in Pakistan. Kybernetes, 52(5), 1720-1744. https://doi.org/10.1108/K-06-2021-0497
Kumar, V., Chibuzo, E. N., Garza-Reyes, J. A., Kumari, A., Rocha-Lona, L., & Lopez-Torres, G. C. (2017). The impact of supply chain integration on performance: Evidence from the UK food sector. Procedia Manufacturing, 11, 814–821. https://doi.org/10.1016/j.promfg.2017.07.183
Mellahi, K., & Harris, L. C. (2016). Response rates in business and management research : an overview of current practice and suggestions for future directions. British Journal of Management, 2, 426–437.
Narasimhan, R., & Nair, A. (2005). The antecedent role of quality, information sharing and supply chain proximity on strategic alliance formation and performance. International Journal of Production Economics, 96(3), 301–313. https://doi.org/10.1016/j.ijpe.2003.06.004
Nazri, N. S. A., Ngah, A. H., Rahi, S., Gabarre, S., Long, F., & Rashid, A. (2024). Bon appetit! Factors influencing consumers’ repurchase intention at food trucks in Malaysia. Journal of Foodservice Business Research, 1-25. https://doi.org/10.1080/15378020.2024.2430064
Ngah, A. H., Thurasamy, R., Rahi, S., Kamalrulzaman, N. I., Rashid, A., & Long, F. (2024b). Flying to your Home Yard: The Mediation and Moderation Model of the Intention to Employ Drones for Last-Mile Delivery. Kybernetes, In press. https://doi.org/10.1108/K-04-2024-1098
Ngah, S., Rahi, S., Long., F., Gabarre, C., Rashid, A., & Ngah, A. H. (2024a). Future behavioural of Console gamers and Mobile gamers: Are they differ? Quality & Quantity, 58, 5531–5557. https://doi.org/10.1007/s11135-024-01895-w
Rahi, S., Ghani, M. A., Al-Okaily, M., Rashid, A., Alghizzawi, M., & Shiyyab, F. S. (2024). Breaking into the Black Box of Customer Perception Towards Robot Service: Empirical Evidence from Service Sector. Heliyon, 10(19), e38117. https://doi.org/10.1016/j.heliyon.2024.e38117
Rasheed, R., & Rashid, R. (2023). Role of service quality factors in word of mouth through student satisfaction. Kybernetes, 53(9), 2854-2870. http://dx.doi.org/10.1108/k-01-2023-0119
Rasheed, R., Rashid, A., & Ngah, A. H. (2024a). Role of Leadership Styles to Foster Innovative Capabilities and Green Purchasing. Journal of Global Operations and Strategic Sourcing, In press. https://doi.org/10.1108/JGOSS-05-2023-0047
Rasheed, R., Rashid, A., Amirah, N. A., & Afthanorhan, A. (2023). Quantifying the moderating effect of servant leadership between occupational stress and employee in-role and extra-role performance. Calitatea, 24(195), 60-68. https://doi.org/10.47750/QAS/24.195.08
Rasheed, R., Rashid, A., Amirah, N. A., & Hashmi, R. (2024b). Integrating Environmental and Entrepreneurship Advocacy into Enviropreneurship through Green Supply Chain Management, Waste Management, and Green Innovation: A Study on SMEs of US. Cleaner Engineering and Technology, 21(2024), 1-11. https://doi.org/10.1016/j.clet.2024.100768
Rasheed, R., Rashid, A., Tunio, M. N., & Amirah, N. A. (2025). Measuring the Impact of Leadership Attributes on Employee Engagement Through Psychological Empowerment: A Study from the Pharmaceutical Industry. Evidence-based HRM, In press. https://doi.org/10.1108/EBHRM-08-2024-0307
Rasheed, R., Roques, O., & Rashid, A. (2025). Perceived Nepotism and Job Satisfaction: A Moderated Mediated Model of Supervisory Trust, Procedural and Distributive Injustice. International Journal of Public Administration, In press. https://doi.org/10.1080/01900692.2025.2459746
Rashid, A. & Rasheed, R. (2022). A Paradigm for Measuring Sustainable Performance Through Big Data Analytics–Artificial Intelligence in Manufacturing Firms. Available at SSRN 4087758. https://doi.org/10.2139/ssrn.4087758
Rashid, A., & Rasheed, R. (2023). Mediation of Inventory Management in the Relationship between Knowledge and Firm Performance. SAGE Open, 13(2), 1-11. https://doi.org/10.1177/21582440231164593
Rashid, A., & Rasheed, R. (2024). Logistics Service Quality and Product Satisfaction in E-Commerce. SAGE Open, 14(1), 1-12. https://doi.org/10.1177/21582440231224250
Rashid, A., Ali, S. B., Rasheed, R., Amirah, N. A., & Ngah, A. H. (2022a). A paradigm of blockchain and supply chain performance: a mediated model using structural equation modeling. Kybernetes, 52(12), 6163-6178. https://doi.org/10.1108/K-04-2022-0543
Rashid, A., Amirah, N. A., & Yusof, Y. (2019). Statistical approach in exploring factors of documentation process and hospital performance: a preliminary study. American Journal of Innovative Research and Applied Sciences, 9(4), 306-310.
Rashid, A., Amirah, N. A., Yusof, Y., & Mohd, A. T. (2020). Analysis of demographic factors on perceptions of inventory managers towards healthcare performance. The Economics and Finance Letters, 7(2), 289-294. https://doi.org/10.18488/journal.29.2020.72.289.294
Rashid, A., Baloch, N., Rasheed, R., & Ngah, A. H. (2024h). Big Data Analytics-Artificial Intelligence and Sustainable Performance through Green Supply Chain Practices in Manufacturing Firms of a Developing Country. Journal of Science and Technology Policy Management, 16(1), 42-67, https://doi.org/10.1108/JSTPM-04-2023-0050
Rashid, A., Rasheed, R., & Altay, N. (2024a). Greening Manufacturing: The Role of Institutional Pressure and Collaboration in Operational Performance. Journal of Manufacturing Technology Management, In press. https://doi.org/10.1108/JMTM-04-2024-0194
Rashid, A., Rasheed, R., & Amirah, N. A. (2023). Information technology and people involvement in organizational performance through supply chain collaboration. Journal of Science and Technology Policy Management, 15(6), 1560-1576. https://doi.org/10.1108/JSTPM-12-2022-0217
Rashid, A., Rasheed, R., & Ngah, A. H. (2024f). Achieving Sustainability through Multifaceted Green Functions in Manufacturing. Journal of Global Operations and Strategic Sourcing, 17(2), 402-428. https://doi.org/10.1108/JGOSS-06-2023-0054
Rashid, A., Rasheed, R., Albhirat, M. M., & Amirah, N. A. (2024i). Conservation of Resources for Sustainable Performance in Tourism. Journal of Tourism Management Research, 11(1), 123-139. https://doi.org/10.18488/31.v11i1.3782
Rashid, A., Rasheed, R., Amirah, N. A., & Afthanorhan, A. (2022b). Disruptive factors and customer satisfaction at chain stores in Karachi, Pakistan. Journal of Distribution Science, 20(10), 93-103. https://doi.org/10.15722/jds.20.10.202210.93
Rashid, A., Rasheed, R., Amirah, N. A., Yusof, Y., Khan, S., & Agha, A., A. (2021). A Quantitative Perspective of Systematic Research: Easy and Step-by-Step Initial Guidelines. Turkish Online Journal of Qualitative Inquiry, 12(9), 2874-2883. https://www.tojqi.net/index.php/journal/article/view/6159/4387
Rashid, A., Rasheed, R., Ngah, A. H., & Amirah, N. A. (2024c). Unleashing the Power of Cloud Adoption and Artificial Intelligence in Optimizing Resilience and Sustainable Manufacturing Supply Chain in the USA. Journal of Manufacturing Technology Management, 35(7), 1329-1353. https://doi.org/10.1108/JMTM-02-2024-0080
Rashid, A., Rasheed, R., Ngah, A. H., & Marjerison, R. K. (2024b). A Nexus of Multiple Integrations and Business Performance through Supply Chain Agility and Supply Flexibility: A Dynamic Capability View. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1108/JSTPM-08-2023-0124
Rashid, A., Rasheed, R., Ngah, A. H., Pradeepa Jayaratne, M. D. R., Rahi, S. & Tunio, M. N. (2024d). Role of Information Processing and Digital Supply Chain in Supply Chain Resilience through Supply Chain Risk Management. Journal of Global Operations and Strategic Sourcing, 17(2), 429-447. https://doi.org/10.1108/JGOSS-12-2023-0106
Rashid, A., Rasheed, R., Rahi, S., & Amirah, N. A. (2024g). Disruptive Factors of Vendor-Managed Inventory in the Manufacturing Industry. Supply Chain Forum, 25(3), 353–364. https://doi.org/10.1080/16258312.2024.2330913
Rashid, A., Rasheed, R., Rahi, S., & Amirah, N. A. (2025). Impact of Supplier Trust and Integrated Technology on Supply Chain Resilience for Sustainable Supply Chain in FMCG Sector. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1080/JSTPM-04-2024-0134
Rashid, A., Rasheed, R., Tanveer, U., Ishaq, S., & Amirah, N. A. (2024e). Mediation of Integrations in Supply Chain Information Management and Supply Chain Performance: An Empirical Study from a Developing Economy. Journal of Science and Technology Policy Management, In press. https://doi.org/10.1108/JSTPM-08-2023-0143
Sundram, V. P. K., Bahrin, A. S., Abdul Munir, Z. B., & Zolait, A. H. (2018). The effect of supply chain information management and information system infrastructure: The mediating role of supply chain integration towards manufacturing performance in Malaysia. Journal of Enterprise Information Management, 31(5), 751–770. https://doi.org/10.1108/jeim-06-2017-0084
Tabachnick, B. G., & Fidell, L. S. (2014). Using multivariate statistics: Pearson new international edition (6th ed.). Pearson Education.
Titus, S., & Bröchner, J. (2005). Managing information flow in construction supply chains. Construction Innovation, 5(2), 71–82. https://doi.org/10.1108/14714170510815186
Tunio, M. N., Sabir, I., Rashid, A., & Gilal, F. G. (2024). Factors Affecting CSR Practices in Entrepreneurship: Case of Female Entrepreneurs in Pakistan. Corporate Social Responsibility, Corporate Governance and Business Ethics Information technology and people involvement in organizational performance through in Tourism Management: A Business Strategy for Sustainable Organizational Performance, Emerald Publishing Limited, Leeds. 37-47. https://doi.org/10.1108/978-1-83608-704-520241003
Yadav, G. P., & Rai, J. (2017). The generation Z and their social media usage: A review and a research outline. Global Journal of Enterprise Information System, 9(2), 110–116. https://doi.org/10.18311/GJEIS/2017/15748
Published
How to Cite
Issue
Section
Copyright (c) 2025 South Asian Journal of Operations and Logistics
This work is licensed under a Creative Commons Attribution 4.0 International License.