Implementation Barriers for Digital Transformation of Perishable Food Supply Chain in Pakistan

Authors

  • Ainan Ali University of Engineering and Technology (UET), Lahore, Pakistan. https://orcid.org/0009-0008-5413-7113
  • Muhammad Faisal Shahzad University of Engineering and Technology (UET), Lahore, Pakistan. https://orcid.org/0000-0001-9790-7044
  • Muhammad Qaiser Saleem University of Engineering and Technology (UET), Lahore, Pakistan.

DOI:

https://doi.org/10.14488/BJOPM.2738.2025

Keywords:

Digital Transformation, Perishable Food Supply Chain, Barriers, TISM, PRISMA

Abstract

Goal: This study aims to identify the key barriers affecting Digital Transformation (DT) in the Pakistan Perishable Food Supply Chain (PFSC) and to develop the contextual relationship between the identified barriers.
Design/Methodology/Approach: This research adopted a hybrid approach, including qualitative and quantitative methodologies. In a qualitative section, potential barriers were identified through an extensive literature review and expert judgement. In the quantitative section, all identified barriers were analyzed using Total Interpretive Structural Modeling (TISM). Furthermore, Fuzzy-MICMAC (Matrice d'Impacts Croisés Multiplication Appliquée à un Classement) was applied to categorize the barriers into four groups: independent, linkage, autonomous, and dependent, based on their driving and dependence powers.
Results: The analysis reveals that lack of support, lack of reward and recognition, poor IT infrastructure, and high investment and maintenance costs exert a severe impact on the system. These barriers are the primary elements hindering the DT process, while other barriers pose a relatively minor role.
Limitations of the investigation: Due to the subjectivity of the respondents, particularly those from Pakistan’s PFSC, the findings of this research may not be generalized.
Implications: The study outcomes help Food Supply Chain (FSC) experts prioritize these barriers to ensure a seamless DT. This research also contributes to the existing body of knowledge by proposing a hybrid methodology that incorporates TISM and Fuzzy MICMAC. Further, the study results can be replicated across different sectors and regions.
Originality/value: The originality of this study lies of the TISM approach, which enables field experts to identify barriers and plan strategies for their elimination.

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References

Aamer, A. M., Al-Awlaqi, M. A., Affia, I., Arumsari, S. and Mandahawi, N. (2021), "The internet of things in the food supply chain: adoption challenges", Benchmarking: An International Journal. DOI: https://doi.org/10.1108/BIJ-07-2020-0371

Abbate, S., Centobelli, P. and Cerchione, R. (2023), "The digital and sustainable transition of the agri-food sector", Technological Forecasting and Social Change, Vol. 187, p. 122222. DOI: https://doi.org/10.1016/j.techfore.2022.122222

Abourokbah, S. H., Mashat, R. M. and Salam, M. A. (2023), "Role of absorptive capacity, digital capability, agility, and resilience in supply chain innovation performance", Sustainability, Vol. 15 No. 4, p. 3636. DOI: https://doi.org/10.3390/su15043636

Agarwal, A. and Ojha, R. (2022), "Prioritising the determinants of Industry-4.0 for implementation in MSME in the post-pandemic period–a quality function deployment analysis", The TQM Journal, No. ahead-of-print. DOI: https://doi.org/10.1108/TQM-06-2022-0204

Agrawal, P., Narain, R. and Ullah, I. (2020), "Analysis of barriers in implementation of digital transformation of supply chain using interpretive structural modelling approach", Journal of Modelling in Management, Vol. 15 No. 1, pp. 297-317. DOI: https://doi.org/10.1108/JM2-03-2019-0066

Ahmad, K., Islam, M. S., Jahin, M. A. and Mridha, M. F. (2024), "Analysis of Internet of things implementation barriers in the cold supply chain: An integrated ISM-MICMAC and DEMATEL approach", Plos one, Vol. 19 No. 7, p. e0304118. DOI: https://doi.org/10.1371/journal.pone.0304118

Akomea-Frimpong, I., Jin, X., Osei-Kyei, R. and Pariafsai, F. (2023), "Critical managerial measures on financial risks of sustainable public–private partnership projects: a PRISMA review", Journal of Financial Management of Property and Construction, Vol. 28 No. 3, pp. 398-422. DOI: https://doi.org/10.1108/JFMPC-12-2021-0070

Akram, H. W., Akhtar, S., Ahmad, A., Anwar, I. and Sulaiman, M. A. B. A. (2023), "Developing a Conceptual Framework Model for Effective Perishable Food Cold-Supply-Chain Management Based on Structured Literature Review", Sustainability, Vol. 15 No. 6, p. 4907. DOI: https://doi.org/10.3390/su15064907

Al Amin, M., Nabil, D. H., Baldacci, R. and Rahman, M. H. (2023), "Exploring blockchain implementation challenges for sustainable supply chains: an integrated fuzzy topsis–ISM approach", Sustainability, Vol. 15 No. 18, p. 13891. DOI: https://doi.org/10.3390/su151813891

Al Mashalah, H., Hassini, E., Gunasekaran, A. and Bhatt, D. (2022), "The impact of digital transformation on supply chains through e-commerce: Literature review and a conceptual framework", Transportation Research Part E: Logistics and Transportation Review, Vol. 165, p. 102837. DOI: https://doi.org/10.1016/j.tre.2022.102837

Alam, Z., Khan, K. U., Khan, A. and Atlas, F. (2025), "Navigating the Digital Road: Unveiling and Prioritizing Barriers to Digital Transformation in Pakistani Courier Supply Chains", Spectrum of Decision Making and Applications, Vol. 2 No. 1, pp. 298-314. DOI: https://doi.org/10.31181/sdmap21202521.

Alieva, J. and Powell, D. J. (2023), "The significance of employee behaviours and soft management practices to avoid digital waste during a digital transformation", International Journal of Lean Six Sigma, Vol. 14 No. 1, pp. 1-32. DOI: http://dx.doi.org/10.1108/IJLSS-07-2021-0127

Annosi, M. C., Brunetta, F., Bimbo, F. and Kostoula, M. (2021), "Digitalization within food supply chains to prevent food waste. Drivers, barriers and collaboration practices", Industrial Marketing Management, Vol. 93, pp. 208-220. DOI: https://doi.org/10.1016/j.indmarman.2021.01.005

Ardra, S. and Barua, M. K. (2023), "Inclusion of circular economy practices in the food supply chain: Challenges and possibilities for reducing food wastage in emerging economies like India", Environment, Development and Sustainability, Vol. 25 No. 12, pp. 13825-13858. DOI: https://doi.org/10.1007/s10668-022-02630-x

Attri, R., Dev, N. and Sharma, V. (2013), "Interpretive structural modelling (ISM) approach: an overview", Research journal of management sciences, Vol. 2319 No. 2, p. 1171.DOI

Bamel, N. and Bamel, U. (2021), "Big data analytics based enablers of supply chain capabilities and firm competitiveness: a fuzzy-TISM approach", Journal of Enterprise Information Management, Vol. 34 No. 1, pp. 559-577. DOI: https://doi.org/10.1108/JEIM-02-2020-0080

Bohtan, A., Mathiyazhagan, K. and Vrat, P. (2017), "ANALYSING THE BARRIERS FOR IMPLEMENTING AN EFFECTIVE SUPPLY CHAIN FOR THE PUBLIC DISTRIBUTION SYSTEM IN INDIA: A TISM APPROACH", International Journal of Industrial Engineering: Theory, Applications and Practice, Vol. 24 No. 6. DOI: https://doi.org/10.23055/ijietap.2017.24.6.3384

Butler, L., Yigitcanlar, T. and Paz, A. (2020), "How can smart mobility innovations alleviate transportation disadvantage? Assembling a conceptual framework through a systematic review", Applied Sciences, Vol. 10 No. 18, p. 6306. DOI: https://doi.org/10.3390/app10186306

Chauhan, C. and Singh, A. (2019), "A review of Industry 4.0 in supply chain management studies", Journal of Manufacturing Technology Management, Vol. 31 No. 5, pp. 863-886. DOI: https://doi.org/10.1108/JMTM-04-2018-0105

Chavalala, M. M., Bag, S., Pretorius, J. H. C. and Rahman, M. S. (2022), "A multi-method study on the barriers of the blockchain technology application in the cold supply chains", Journal of Enterprise Information Management. DOI: https://doi.org/10.1108/JEIM-06-2022-0209

Chen, R.-Y. (2017), "An intelligent value stream-based approach to collaboration of food traceability cyber physical system by fog computing", Food Control, Vol. 71, pp. 124-136. DOI: https://doi.org/10.1016/j.foodcont.2016.06.042

Dash, A., Sarmah, S., Tiwari, M. K. and Jena, S. K. (2022), "Modeling traceability in food supply chain", Benchmarking: An International Journal, No. ahead-of-print. DOI: https://doi.org/10.1108/BIJ-03-2022-0156

de Souza, M., Pereira, G. M., de Sousa Jabbour, A. B. L., Jabbour, C. J. C., Trento, L. R., Borchardt, M. and Zvirtes, L. (2021), "A digitally enabled circular economy for mitigating food waste: Understanding innovative marketing strategies in the context of an emerging economy", Technological Forecasting and Social Change, Vol. 173, p. 121062. DOI: https://doi.org/10.1016/j.techfore.2021.121062

Dong, Y., Ahmad, S. F., Irshad, M., Al-Razgan, M., Ali, Y. A. and Awwad, E. M. (2023), "The Digitalization Paradigm: Impacts on Agri-Food Supply Chain Profitability and Sustainability", Sustainability, Vol. 15 No. 21, p. 15627. DOI: https://doi.org/10.3390/su152115627

dos Santos Silva, J., Matos de Oliveira, A., Veríssimo de Oliveira, J. and Bouzon, M. (2024), "Barriers to digital transformation in fruit and vegetable supply chains: a multicriteria analysis using ISM and MICMAC", OPSEARCH, pp. 1-23. DOI: https://doi.org/10.1007/s12597-024-00809-6

Ghadge, A., Er Kara, M., Moradlou, H. and Goswami, M. (2020), "The impact of Industry 4.0 implementation on supply chains", Journal of Manufacturing Technology Management, Vol. 31 No. 4, pp. 669-686. DOI: https://doi.org/10.1108/JMTM-10-2019-0368

Ghode, D. J., Yadav, V., Jain, R. and Soni, G. (2020), "Blockchain adoption in the supply chain: An appraisal on challenges", Journal of Manufacturing Technology Management, Vol. 32 No. 1, pp. 42-62. DOI: https://doi.org/10.1108/JMTM-11-2019-0395

Gouvea, R., Kapelianis, D., Li, S. and Terra, B. (2022), "Innovation, ICT & food security", Global Food Security, Vol. 35, p. 100653. DOI: https://doi.org/10.1016/j.gfs.2022.100653

Gromova, E. A., Koneva, N. S. and Titova, E. V. (2022), "Legal barriers to the implementation of digital industry (Industry 4.0) components and ways to overcome them", The Journal of world intellectual property, Vol. 25 No. 1, pp. 186-205. DOI: https://doi.org/10.1111/jwip.12215

Gupta, H., Yadav, A. K., Kusi-Sarpong, S., Khan, S. A. and Sharma, S. C. (2022), "Strategies to overcome barriers to innovative digitalisation technologies for supply chain logistics resilience during pandemic", Technology in Society, Vol. 69, p. 101970. DOI: https://doi.org/10.1016/j.techsoc.2022.101970

Gupta, S. and Jagtap, S. (2024), "Unlocking digital growth: Overcoming barriers to digital transformation for indian food SMEs", Discover Food, Vol. 4 No. 1, p. 55. DOI: https://doi.org/10.1007/s44187-024-00131-6

Haddud, A., DeSouza, A., Khare, A. and Lee, H. (2017), "Examining potential benefits and challenges associated with the Internet of Things integration in supply chains", Journal of Manufacturing Technology Management. DOI: https://doi.org/10.1108/JMTM-05-2017-0094

Haji, M., Kerbache, L., Muhammad, M. and Al-Ansari, T. (2020), "Roles of technology in improving perishable food supply chains", Logistics, Vol. 4 No. 4, p. 33. DOI: https://doi.org/10.3390/logistics4040033

Hasan, Z., Dhir, S. and Dhir, S. (2019), "Modified total interpretive structural modelling (TISM) of asymmetric motives and its drivers in Indian bilateral CBJV", Benchmarking: An International Journal, Vol. 26 No. 2, pp. 614-637. DOI: https://doi.org/10.1108/BIJ-01-2018-0020

Hassan, A., Cui-Xia, L., Ahmad, N., Iqbal, M., Hussain, K., Ishtiaq, M. and Abrar, M. (2021), "Safety failure factors affecting dairy supply chain: Insights from a developing economy", Sustainability, Vol. 13 No. 17, p. 9500. DOI: https://doi.org/10.3390/su13179500

Hossain, S., Hassan, S. and Karim, R. (2023), "Assessment of critical barriers to industry 4.0 adoption in manufacturing industries of Bangladesh: An ISM-based study", Brazilian Journal of Operations & Production Management, Vol. 20 No. 3, pp. 1797-1797. DOI: https://doi.org/10.14488/BJOPM.2023.1398

Huma, S., Muslim, S. and Ahmed, W. (2024), "Understanding the role of organizational intellectual capital on developing absorptive capacity to strategize innovation ambidexterity", Review of International Business and Strategy, Vol. 34 No. 3, pp. 433-453. DOI: http://dx.doi.org/10.1108/RIBS-08-2023-0088

Jagtap, S., Bhatt, C., Thik, J. and Rahimifard, S. (2019), "Monitoring potato waste in food manufacturing using image processing and internet of things approach", Sustainability, Vol. 11 No. 11, p. 3173. DOI: https://doi.org/10.3390/su11113173.

Javed, A., Li, Q., Basit, A. and Khan, K. A. (2025), "A holistic approach to greening manufacturing supply chains: integrating innovation, absorptive capacity and big data for sustainable performance", Journal of Manufacturing Technology Management. DOI: https://doi.org/10.1108/JMTM-10-2024-0582

Jena, J., Sidharth, S., Thakur, L. S., Kumar Pathak, D. and Pandey, V. (2017), "Total interpretive structural modeling (TISM): approach and application", Journal of Advances in Management Research, Vol. 14 No. 2, pp. 162-181. DOI: https://doi.org/10.1108/JAMR-10-2016-0087

Jones, M. D., Hutcheson, S. and Camba, J. D. (2021), "Past, present, and future barriers to digital transformation in manufacturing: A review", Journal of Manufacturing Systems, Vol. 60, pp. 936-948. DOI: https://doi.org/10.1016/j.jmsy.2021.03.006

Joshi, S., Sharma, M., Ekren, B. Y., Kazancoglu, Y., Luthra, S. and Prasad, M. (2023), "Assessing Supply Chain Innovations for Building Resilient Food Supply Chains: An Emerging Economy Perspective", Sustainability, Vol. 15 No. 6, p. 4924. DOI: https://doi.org/10.3390/su15064924

Kandasamy, J., Venkat, V. and Mani, R. S. (2023), "Barriers to the adoption of digital technologies in a functional circular economy network", Operations Management Research, Vol. 16 No. 3, pp. 1541-1561. DOI: https://doi.org/10.1007/s12063-023-00375-y

Khan, S., Singh, R., Khan, S. and Ngah, A. H. (2023), "Unearthing the barriers of Internet of Things adoption in food supply chain: A developing country perspective", Green Technologies and Sustainability, Vol. 1 No. 2, p. 100023. DOI: https://doi.org/10.1016/j.grets.2023.100023

Khayyam, S., Ramish, A., Rehman, K. and Syed, A. (2022), "Strategizing Radio Frequency Identification (RFID) in the Retail Supply Chains of Pakistan: A Multiple Case Study", Operations and Supply Chain Management: An International Journal, Vol. 15 No. 1, pp. 27-40. DOI: http://doi.org/10.31387/oscm0480328

Kumar, A., Mangla, S. K. and Kumar, P. (2024), "Barriers for adoption of Industry 4.0 in sustainable food supply chain: a circular economy perspective", International Journal of Productivity and Performance Management, Vol. 73 No. 2, pp. 385-411. DOI: https://doi.org/10.1108/IJPPM-12-2020-0695

Kumar, A., Mangla, S. K., Kumar, P. and Song, M. (2021a), "Mitigate risks in perishable food supply chains: Learning from COVID-19", Technological Forecasting and Social Change, Vol. 166, p. 120643. DOI: https://doi.org/10.1016/j.techfore.2021.120643

Kumar, S., Raut, R. D., Nayal, K., Kraus, S., Yadav, V. S. and Narkhede, B. E. (2021b), "To identify industry 4.0 and circular economy adoption barriers in the agriculture supply chain by using ISM-ANP", Journal of Cleaner Production, Vol. 293, p. 126023. DOI: https://doi.org/10.1016/j.jclepro.2021.126023

Lwesya, F. and Achanta, J. (2022), "Mapping research trends on food supply chain: a bibliometric analysis", Journal of Agribusiness in Developing and Emerging Economies, No. ahead-of-print. DOI: https://doi.org/10.1108/JADEE-08-2022-0175

Mahroof, K., Omar, A. and Kucukaltan, B. (2022), "Sustainable food supply chains: overcoming key challenges through digital technologies", International Journal of Productivity and Performance Management, Vol. 71 No. 3, pp. 981-1003. DOI: https://doi.org/10.1108/IJPPM-12-2020-0687

Mathivathanan, D., Mathiyazhagan, K., Rana, N. P., Khorana, S. and Dwivedi, Y. K. (2021), "Barriers to the adoption of blockchain technology in business supply chains: a total interpretive structural modelling (TISM) approach", International Journal of Production Research, Vol. 59 No. 11, pp. 3338-3359. DOI: https://doi.org/10.1080/00207543.2020.1868597

Mishra, D., Muduli, K., Raut, R., Narkhede, B. E., Shee, H. and Jana, S. K. (2023), "Challenges facing artificial intelligence adoption during COVID-19 pandemic: an investigation into the agriculture and agri-food supply chain in India", Sustainability, Vol. 15 No. 8, p. 6377. DOI: https://doi.org/10.3390/su15086377

Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., Stewart, L. A. and Group, P.-P. (2015), "Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement", Systematic reviews, Vol. 4, pp. 1-9. DOI: https://doi.org/10.1186/2046-4053-4-1

Nadeem, M., Ali, Y., Rehman, O. u. and Saarinen, L. T. (2024), "Barriers and strategies for digitalisation of economy in developing countries: Pakistan, a case in point", Journal of the Knowledge Economy, Vol. 15 No. 1, pp. 4730-4749. DOI: https://doi.org/10.1007/s13132-023-01158-3

Nayal, K., Raut, R., Lopes de Sousa Jabbour, A. B., Narkhede, B. E. and Gedam, V. V. (2021a), "Integrated technologies toward sustainable agriculture supply chains: missing links", Journal of Enterprise Information Management. DOI: https://doi.org/10.1108/JEIM-09-2020-0381

Nayal, K., Raut, R. D., Queiroz, M. M., Yadav, V. S. and Narkhede, B. E. (2021b), "Are artificial intelligence and machine learning suitable to tackle the COVID-19 impacts? An agriculture supply chain perspective", The International Journal of Logistics Management, No. ahead-of-print. DOI: https://doi.org/10.1108/IJLM-01-2021-0002

Nazam, M., Hashim, M., Nută, F. M., Yao, L., Zia, M. A., Malik, M. Y., Usman, M. and Dimen, L. (2022), "Devising a mechanism for analyzing the barriers of blockchain adoption in the textile supply chain: A sustainable business perspective", Sustainability, Vol. 14 No. 23, p. 16159. DOI: https://doi.org/10.3390/su142316159

Oludapo, S., Carroll, N. and Helfert, M. (2024), "Why do so many digital transformations fail? A bibliometric analysis and future research agenda", Journal of Business Research, Vol. 174, p. 114528. DOI: https://doi.org/10.1016/j.jbusres.2024.114528

Pakdel, J. and Erol, I. (2025), "Scrutinizing challenges to adopting digital technologies in the mining industry: A systematic review through PRISMA and bibliometric analysis", Resources Policy, Vol. 109, p. 105713. DOI: https://doi.org/10.1016/j.resourpol.2025.105713

Panigrahi, R. R., Singh, N. and Muduli, K. (2024), "Digital technologies and food supply chain: a scoping view from 2010 to 2024", International Journal of Industrial Engineering and Operations Management. DOI: https://doi.org/10.1108/IJIEOM-05-2024-0030

Parashar, S., Sood, G. and Agrawal, N. (2020), "Modelling the enablers of food supply chain for reduction in carbon footprint", Journal of Cleaner Production, Vol. 275, p. 122932. DOI: https://doi.org/10.1016/j.jclepro.2020.122932

Perçin, S. (2023), "Identifying barriers to big data analytics adoption in circular agri-food supply chains: a case study in Turkey", Environmental Science and Pollution Research, Vol. 30 No. 18, pp. 52304-52320. DOI: https://doi.org/10.1007/s11356-023-26091-5

Qureshi, F., Ellahi, A., Javed, Y., Rehman, M. and Rehman, H. M. (2023), "Empirical investigation into impact of IT adoption on supply chain agility in fast food sector in Pakistan", Cogent Business & Management, Vol. 10 No. 1, p. 2170516. DOI: https://doi.org/10.1080/23311975.2023.2170516.

Rao, A. R. and Clarke, D. (2020), "Perspectives on emerging directions in using IoT devices in blockchain applications", Internet of Things, Vol. 10, p. 100079. DOI: https://doi.org/10.1016/j.iot.2019.100079

Regona, M., Yigitcanlar, T., Xia, B. and Li, R. Y. M. (2022), "Opportunities and adoption challenges of AI in the construction industry: a PRISMA review", Journal of open innovation: technology, market, and complexity, Vol. 8 No. 1, p. 45. DOI: https://doi.org/10.3390/joitmc8010045

Rejeb, A., Rejeb, K., Abdollahi, A., Zailani, S., Iranmanesh, M. and Ghobakhloo, M. (2021), "Digitalization in food supply chains: A bibliometric review and key-route main path analysis", Sustainability, Vol. 14 No. 1, p. 83. DOI: https://doi.org/10.3390/su14010083

Ribeiro-Navarrete, B., Calderon-Monge, E. and Simón-Moya, V. (2023), "Digitalisation and digital transformation in the social economy: the cases of Anecoop and Consum", British Food Journal. DOI: https://doi.org/10.1108/BFJ-12-2022-1086

Sathiya, V., Nagalakshmi, K., Raju, K. and Lavanya, R. (2024), "Tracking perishable foods in the supply chain using chain of things technology", Scientific Reports, Vol. 14 No. 1, p. 21621. DOI: https://doi.org/10.1038/s41598-024-72617-3

Shamsuzzoha, A. and Piya, S. (2020), "Identification and analysis of the driving factors for product modularity by interpretive structural modelling". DOI: https://doi.org/10.14488/BJOPM.2020.041

Sharma, R., Samad, T. A., Jabbour, C. J. C. and de Queiroz, M. J. (2021), "Leveraging blockchain technology for circularity in agricultural supply chains: Evidence from a fast-growing economy", Journal of Enterprise Information Management, No. ahead-of-print. DOI: https://doi.org/10.1108/JEIM-02-2021-0094

Shoukat, K., Jian, M., Umar, M., Kalsoom, H., Sijjad, W., Atta, S. H. and Ullah, A. (2023), "Use of digital transformation and artificial intelligence strategies for pharmaceutical industry in Pakistan: Applications and challenges", Artif. Intell. Health, Vol. 1 No. 1, p. 1486. DOI: https://doi.org/10.36922/aih.1486

Silvestre, B. S. (2015), "Sustainable supply chain management in emerging economies: Environmental turbulence, institutional voids and sustainability trajectories", International Journal of Production Economics, Vol. 167, pp. 156-169. DOI: http://dx.doi.org/10.1016/j.ijpe.2015.05.025.

Srinivasan, K. and Yadav, V. K. (2023), "An empirical investigation of barriers to the adoption of smart technologies integrated urban agriculture systems", Journal of Decision Systems, pp. 1-35. DOI: https://doi.org/10.1080/12460125.2023.2189652

Sun, L., Booth, A. and Sworn, K. (2024), "Adaptability, Scalability and Sustainability (ASaS) of complex health interventions: a systematic review of theories, models and frameworks", Implementation Science, Vol. 19 No. 1, p. 52. DOI: https://doi.org/10.1186/s13012-024-01375-7

Tavana, M., Shaabani, A., Raeesi Vanani, I. and Kumar Gangadhari, R. (2022), "A Review of Digital Transformation on Supply Chain Process Management Using Text Mining", Processes, Vol. 10 No. 5, p. 842. DOI: https://doi.org/10.3390/pr10050842

Thakur, V. (2021), "Framework for PESTEL dimensions of sustainable healthcare waste management: Learnings from COVID-19 outbreak", Journal of cleaner production, Vol. 287, p. 125562. DOI: https://doi.org/10.1016/j.jclepro.2020.125562.

Thakur, V. and Anbanandam, R. (2016), "Healthcare waste management: an interpretive structural modeling approach", International journal of health care quality assurance, Vol. 29 No. 5, pp. 559-581. DOI: https://doi.org/10.1108/IJHCQA-02-2016-0010 .

Usman, M. (2016), "Contribution of agriculture sector in the GDP growth rate of Pakistan", Journal of Global Economics, Vol. 4 No. 2, pp. 1-3. DOI: http://dx.doi.org/10.4172/2375-4389.1000184

Uzule, K. and Verina, N. (2023), "Digital barriers in digital transition and digital transformation: Literature review", Economics and Culture, Vol. 20 No. 1, pp. 125-143. DOI: https://sciendo.com/pdf/10.2478/jec-2023-0011.

Xu, X., Guo, W. G. and Rodgers, M. D. (2020), "A real-time decision support framework to mitigate degradation in perishable supply chains", Computers & Industrial Engineering, Vol. 150, p. 106905. DOI: https://doi.org/10.1016/j.cie.2020.106905

Zhao, N., Hong, J. and Lau, K. H. (2023), "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model", International Journal of Production Economics, Vol. 259, p. 108817. DOI: https://doi.org/10.1016/j.ijpe.2023.108817

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2026-02-26

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Ali, A., Shahzad, M. F., & Saleem, M. Q. (2026). Implementation Barriers for Digital Transformation of Perishable Food Supply Chain in Pakistan. Brazilian Journal of Operations & Production Management, 22(4), 2738 . https://doi.org/10.14488/BJOPM.2738.2025

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Research paper