Data-Driven Green Decision-Making and Digital Supply Chain Agility: Implications for Organizational Success

Authors

  • John Kasem California State University, Lose Angeles, USA

DOI:

https://doi.org/10.54489/ijcim.v5i2.571

Keywords:

Green Decision Making, Digital Supply Chain, Organizational Success, Supply Chain Agility, Healthcare Industry

Abstract

This research aims to examine the interplay between green decision making, supply chain agility, and organizational performance in the healthcare industry. Experimental quantitative research design is used for conducting this research with a sample of 230 supply chain managers from healthcare organizations. By applying realist philosophy and deductive approach, existing hypothesis are tested empirically. Whereby, stratified random sampling and statistical power analysis enhanced the accuracy of research findings. Also, structured questionnaire using 5-point Likert scale led to the measuring of volunteered participants’ perception. Findings illustrates that green decision making positively and significantly impacts organizational performance especially when mediated by supply chain agility. By exploring the relationships between green decision making, supply chain agility, and organizational performance, this research provided valuable insights into how healthcare organizations can effectively integrate sustainability into their operations and achieve enhanced performance outcomes.

References

Abaku, E. A., & Odimarha, A. C. (2024). Sustainable supply chain management in the medical industry: a theoretical and practical examination. International Medical Science Research Journal, 4(3), 319-340. DOI: https://doi.org/10.51594/imsrj.v4i3.931

Abdul Aziz, N. A., Ong, T. S., Foong, S. Y., Senik, R., & Attan, H. (2018). Green initiatives adoption and environmental performance of public listed companies in Malaysia. Sustainability, 10(6), 2003. DOI: https://doi.org/10.3390/su10062003

Ahmad, A., Ikram, A., Rehan, M. F., & Ahmad, A. (2022). Going green: Impact of green supply chain management practices on sustainability performance. Frontiers in Psychology, 13, 973676. DOI: https://doi.org/10.3389/fpsyg.2022.973676

Ahmed, W., Ashraf, M. S., Khan, S. A., Kusi-Sarpong, S., Arhin, F. K., Kusi-Sarpong, H., & Najmi, A. (2020). Analyzing the impact of environmental collaboration among supply chain stakeholders on a firm’s sustainable performance. Operations Management Research, 13, 4-21. DOI: https://doi.org/10.1007/s12063-020-00152-1

Al Aina, R., & Atan, T. (2020). The impact of implementing talent management practices on sustainable organizational performance. Sustainability, 12(20), 8372. DOI: https://doi.org/10.3390/su12208372

Al Amosh, H., & Khatib, S. F. (2024). Toward sustainable healthcare: linking environmental governance, business innovation and carbon emission in Europe. Management of Environmental Quality: An International Journal. DOI: https://doi.org/10.1108/MEQ-09-2023-0304

Algorri, M., Abernathy, M. J., Cauchon, N. S., Christian, T. R., Lamm, C. F., & Moore, C. M. (2022). Re-envisioning pharmaceutical manufacturing: increasing agility for global patient access. Journal of Pharmaceutical Sciences, 111(3), 593-607. DOI: https://doi.org/10.1016/j.xphs.2021.08.032

Alogla, A. A., Baumers, M., Tuck, C., & Elmadih, W. (2021). The impact of additive manufacturing on the flexibility of a manufacturing supply chain. Applied Sciences, 11(8), 3707. DOI: https://doi.org/10.3390/app11083707

Alshqaqeeq, F., Esmaeili, M. A., Overcash, M., & Twomey, J.

(2020). Quantifying hospital services by carbon footprint: a systematic literature review of patient care alternatives. Resources, Conservation and Recycling, 154, 104560. DOI: https://doi.org/10.1016/j.resconrec.2019.104560

Alzoubi, H. M., Elrehail, H., Hanaysha, J. R., Al-Gasaymeh, A., & Al-Adaileh, R. (2022). The role of supply chain integration and agile practices in improving lead time during the COVID-19 crisis. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 13(1), 1-11. DOI: https://doi.org/10.4018/IJSSMET.290348

Amaral, R. E., Brito, J., Buckman, M., Drake, E., Ilatova, E., Rice, P., ... & Abraham, Y. S. (2020). Waste management and operational energy for sustainable buildings: a review. Sustainability, 12(13), 5337. DOI: https://doi.org/10.3390/su12135337

Anwar, G., & Abdullah, N. N. (2021). The impact of Human resource management practice on Organizational performance. International journal of Engineering, Business and Management (IJEBM), 5. DOI: https://doi.org/10.22161/ijebm.5.1.4

Appolloni, A., Jabbour, C. J. C., D'Adamo, I., Gastaldi, M., & Settembre-Blundo, D. (2022). Green recovery in the mature manufacturing industry: The role of the green- circular premium and sustainability certification in innovative efforts. Ecological Economics, 193, 107311. DOI: https://doi.org/10.1016/j.ecolecon.2021.107311

Aragòn-Correa, J. A., Marcus, A. A., & Vogel, D. (2020). The effects of mandatory and voluntary regulatory pressures on firms’ environmental strategies: A review and recommendations for future research. Academy of Management Annals, 14(1), 339-365. DOI: https://doi.org/10.5465/annals.2018.0014

Arthi, B., Aruna, M., & Kumar, S. A. (2020). A research on energy-efficient and green IoT for healthcare applications. In Green Computing and Predictive Analytics for Healthcare (pp. 95-114). Chapman and Hall/CRC. DOI: https://doi.org/10.1201/9780429317224-6

Asif, K. (2022). The Impact of Procurement Strategies on Supply Chain Sustainability in the Pharmaceutical Industryq: Supply Chain Sustainability. South Asian Journal of Social Review, 1(1), 53-64. DOI: https://doi.org/10.57044/SAJSR.2022.1.1.2203

Aslam, H., Blome, C., Roscoe, S., & Azhar, T. M. (2018). Dynamic supply chain capabilities: How market sensing, supply chain agility and adaptability affect supply chain ambidexterity. International Journal of Operations & Production Management, 38(12), 2266-2285. DOI: https://doi.org/10.1108/IJOPM-09-2017-0555

Aslam, H., Khan, A. Q., Rashid, K., & Rehman, S. U. (2020). Achieving supply chain resilience: the role of supply chain ambidexterity and supply chain agility. Journal of Manufacturing Technology Management, 31(6), 1185- DOI: https://doi.org/10.1108/JMTM-07-2019-0263

Ayarkwa, J., Agyekum, K., Opoku, D. G. J., & Appiagyei, A. A. (2020). Barriers to the implementation of environmentally sustainable procurement in public universities. International Journal of Procurement Management, 13(1), 24-41. DOI: https://doi.org/10.1504/IJPM.2020.105201

Balon, V. (2020). Green supply chain management: Pressures, practices, and performance—An integrative literature review. Business Strategy & Development, 3(2), 226- 244. DOI: https://doi.org/10.1002/bsd2.91

Bentahar, O., Benzidia, S., & Bourlakis, M. (2023). A green supply chain taxonomy in healthcare: critical factors for a proactive approach. The international journal of Logistics Management, 34(1), 60-83. DOI: https://doi.org/10.1108/IJLM-04-2021-0240

Benzidia, S., Makaoui, N., & Bentahar, O. (2021). The impact of big data analytics and artificial intelligence on green

supply chain process integration and hospital environmental performance. Technological forecasting and social change, 165, 120557.

Berry, L. L. (2019). Service innovation is urgent in healthcare. DOI: https://doi.org/10.1007/s13162-019-00135-x

AMS review, 9(1), 78-92.

Boopathi, S. (2024). Implementation of Green Manufacturing Practices in Automobile Fields: A Review. Sustainable Machining and Green Manufacturing, 221-248. DOI: https://doi.org/10.1002/9781394197866.ch11

Calabrese, A., Costa, R., Levialdi, N., & Menichini, T. (2019). Integrating sustainability into strategic decision- making: A fuzzy AHP method for the selection of relevant sustainability issues. Technological Forecasting and Social Change, 139, 155-168. DOI: https://doi.org/10.1016/j.techfore.2018.11.005

Carini, E., Gabutti, I., Frisicale, E. M., Di Pilla, A., Pezzullo, A. M., De Waure, C., ... & Specchia, M. L. (2020). Assessing hospital performance indicators. What dimensions? Evidence from an umbrella review. BMC health services research, 20, 1-13. DOI: https://doi.org/10.1186/s12913-020-05879-y

Cenci, M. P., Scarazzato, T., Munchen, D. D., Dartora, P. C., Veit,

H. M., Bernardes, A. M., & Dias, P. R. (2022). Eco-friendly electronics—a comprehensive review. Advanced Materials Technologies, 7(2), 2001263. DOI: https://doi.org/10.1002/admt.202001263

Colapinto, C., Jayaraman, R., Ben Abdelaziz, F., & La Torre, D. (2020). Environmental sustainability and multifaceted development: multi-criteria decision models with applications. Annals of Operations Research, 293(2), 405-432. DOI: https://doi.org/10.1007/s10479-019-03403-y

Dembek, K., York, J., & Singh, P. J. (2018). Creating value for multiple stakeholders: Sustainable business models at the Base of the Pyramid. Journal of Cleaner production, 196, 1600-1612. DOI: https://doi.org/10.1016/j.jclepro.2018.06.046

Ding, X., Appolloni, A., & Shahzad, M. (2022). Environmental administrative penalty, corporate environmental disclosures and the cost of debt. Journal of Cleaner Production, 332, 129919. DOI: https://doi.org/10.1016/j.jclepro.2021.129919

Distanont, A. (2020). The role of innovation in creating a competitive advantage. Kasetsart Journal of Social Sciences, 41(1), 15-21.

Do, B., Nguyen, U., D’Souza, C., Hoang, T. H., Le, Q. H., & Nguyen,

N. (2022). Implementing eco-friendly export business strategy towards sustaining supply chain coordination and competitive advantage: Evidence from Vietnam’s seafood processing firms. In Environmental Sustainability in Emerging Markets: Consumer, Organisation and Policy Perspectives (pp. 95-126). Singapore: Springer Nature Singapore.

ElMaraghy, H., Monostori, L., Schuh, G., & ElMaraghy, W. (2021). Evolution and future of manufacturing systems. CIRP Annals, 70(2), 635-658. DOI: https://doi.org/10.1016/j.cirp.2021.05.008

Falcone, E. C., Fugate, B. S., & Dobrzykowski, D. D. (2022). Supply chain plasticity during a global disruption: Effects of CEO and supply chain networks on operational repurposing. Journal of Business Logistics, 43(1), 116- 139. DOI: https://doi.org/10.1111/jbl.12291

Freudenreich, B., Lüdeke-Freund, F., & Schaltegger, S. (2020). A stakeholder theory perspective on business models: Value creation for sustainability. Journal of business ethics, 166(1), 3-18. DOI: https://doi.org/10.1007/s10551-019-04112-z

Giannakis, M., Spanaki, K., & Dubey, R. (2019). A cloud-based supply chain management system: effects on supply chain responsiveness. Journal of Enterprise Information Management, 32(4), 585-607. DOI: https://doi.org/10.1108/JEIM-05-2018-0106

Gupta, A. K., & Gupta, N. (2021). Environment practices mediating the environmental compliance and firm performance: An institutional theory perspective from emerging economies. Global Journal of Flexible Systems Management, 22(3), 157-178. DOI: https://doi.org/10.1007/s40171-021-00266-w

Gupta, S., Drave, V. A., Dwivedi, Y. K., Baabdullah, A. M., & Ismagilova, E. (2020). Achieving superior organizational performance via big data predictive analytics: A dynamic capability view. Industrial Marketing Management, 90, 581-592. DOI: https://doi.org/10.1016/j.indmarman.2019.11.009

Hameed, W. U., Nisar, Q. A., & Wu, H. C. (2021). Relationships between external knowledge, internal innovation, firms’ open innovation performance, service innovation and business performance in the Pakistani hotel industry. International Journal of Hospitality Management, 92, 102745. DOI: https://doi.org/10.1016/j.ijhm.2020.102745

Helo, P., & Shamsuzzoha, A. H. M. (2020). Real-time supply chain—A blockchain architecture for project deliveries. Robotics and Computer-Integrated Manufacturing, 63, 101909. DOI: https://doi.org/10.1016/j.rcim.2019.101909

Heydari, J., Govindan, K., & Basiri, Z. (2021). Balancing price and green quality in presence of consumer environmental awareness: A green supply chain coordination approach. International Journal of Production Research, 59(7), 1957-1975. DOI: https://doi.org/10.1080/00207543.2020.1771457

Hu, J., Wu, H., & Ying, S. X. (2022). Environmental regulation, market forces, and corporate environmental responsibility: Evidence from the implementation of cleaner production standards in China. Journal of Business Research, 150, 606-622. DOI: https://doi.org/10.1016/j.jbusres.2022.06.049

Hunt, S. D., & Madhavaram, S. (2020). Adaptive marketing capabilities, dynamic capabilities, and renewal competences: The “outside vs. inside” and “static vs. dynamic” controversies in strategy. Industrial Marketing Management, 89, 129-139. DOI: https://doi.org/10.1016/j.indmarman.2019.07.004

Ilangakoon, T. S., Weerabahu, S. K., Samaranayake, P., & Wickramarachchi, R. (2022). Adoption of Industry 4.0 and lean concepts in hospitals for healthcare operational performance improvement. International Journal of Productivity and Performance Management, 71(6), 2188-2213. DOI: https://doi.org/10.1108/IJPPM-12-2020-0654

Jabarzadeh, Y., Khangah, M. H., Çemberci, M., Cerchione, R., & Sanoubar, N. (2022). Effect of Absorptive Capacity on Strategic Flexibility and Supply Chain Agility: Implications for Performance in Fast-Moving Consumer Goods. Operations and Supply Chain Management, 15(3), 407-423. DOI: https://doi.org/10.31387/oscm0500356

Javaid, M., Haleem, A., Khan, I. H., Singh, R. P., & Khan, A. A. (2024). Industry 4.0 and circular economy for bolstering healthcare sector: A comprehensive view on challenges, implementation, and futuristic aspects. Biomedical Analysis, 1(2), 174-198. DOI: https://doi.org/10.1016/j.bioana.2024.06.001

Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2022). Enabling flexible manufacturing system (FMS) through the applications of industry 4.0 technologies. Internet of Things and Cyber-Physical Systems, 2, 49-62. DOI: https://doi.org/10.1016/j.iotcps.2022.05.005

Javaid, M., Haleem, A., Singh, R. P., Suman, R., & Gonzalez, E. S. (2022). Understanding the adoption of Industry 4.0 technologies in improving environmental sustainability. Sustainable Operations and Computers, 3, 203-217. DOI: https://doi.org/10.1016/j.susoc.2022.01.008

Jha, R., Dwivedi, S., & Modhera, B. (2022). Measurement and practices for hazardous waste management. In Hazardous waste management (pp. 89-115). Elsevier. DOI: https://doi.org/10.1016/B978-0-12-824344-2.00011-2

Johnston, C. S. (2018). A systematic review of the career adaptability literature and future outlook. Journal of Career Assessment, 26(1), 3-30. DOI: https://doi.org/10.1177/1069072716679921

Kenny, C., & Priyadarshini, A. (2021, March). Review of current healthcare waste management methods and their effect on global health. In Healthcare (Vol. 9, No. 3, p. 284). MDPI. DOI: https://doi.org/10.3390/healthcare9030284

Khanna, N., Wadhwa, J., Pitroda, A., Shah, P., Schoop, J., & Sarıkaya, M. (2022). Life cycle assessment of environmentally friendly initiatives for sustainable machining: A short review of current knowledge and a case research. Sustainable Materials and Technologies, 32, e00413. DOI: https://doi.org/10.1016/j.susmat.2022.e00413

Ko, Y. T. (2020). Modeling an innovative green design method for sustainable products. Sustainability, 12(8), 3351. DOI: https://doi.org/10.3390/su12083351

Kumar, A., Mani, V., Jain, V., Gupta, H., & Venkatesh, V. G. (2023). Managing healthcare supply chain through artificial intelligence (AI): A research of critical success factors. Computers & Industrial Engineering, 175, 108815. DOI: https://doi.org/10.1016/j.cie.2022.108815

Lăzăroiu, G., Ionescu, L., Uță, C., Hurloiu, I., Andronie, M., & Dijmărescu, I. (2020). Environmentally responsible behavior and sustainability policy adoption in green public procurement. Sustainability, 12(5), 2110. DOI: https://doi.org/10.3390/su12052110

Lenzen, M., Malik, A., Li, M., Fry, J., Weisz, H., Pichler, P. P., ... & Pencheon, D. (2020). The environmental footprint of health care: a global assessment. The Lancet Planetary Health, 4(7), e271-e279. DOI: https://doi.org/10.1016/S2542-5196(20)30121-2

Leong, W. D., Teng, S. Y., How, B. S., Ngan, S. L., Abd Rahman, A., Tan, C. P., ... & Lam, H. L. (2020). Enhancing the adaptability: Lean and green strategy towards the Industry Revolution 4.0. Journal of cleaner production, 273, 122870. DOI: https://doi.org/10.1016/j.jclepro.2020.122870

Levesque, J. F., & Sutherland, K. (2020). Combining patient, clinical and system perspectives in assessing performance in healthcare: an integrated measurement framework. BMC health services research, 20, 1-14. DOI: https://doi.org/10.1186/s12913-019-4807-5

MacNeill, A. J., Hopf, H., Khanuja, A., Alizamir, S., Bilec, M., Eckelman, M. J., ... & Sherman, J. D. (2020). Transforming the medical device industry: road map to a circular economy: research examines a medical device industry transformation. Health Affairs, 39(12), 2088-2097. DOI: https://doi.org/10.1377/hlthaff.2020.01118

Malviya, R. (2021). Agile manufacturing. In Lean Tools in Apparel Manufacturing (pp. 399-421). Woodhead Publishing. DOI: https://doi.org/10.1016/B978-0-12-819426-3.00011-4

Mazzucato, M. (2024). Collective value creation: a new approach to stakeholder value. International Review of Applied Economics, 38(1-2), 43-57. DOI: https://doi.org/10.1080/02692171.2022.2144149

Migdadi, M. M. (2022). Knowledge management processes, innovation capability and organizational performance. International Journal of Productivity and Performance Management, 71(1), 182-210. DOI: https://doi.org/10.1108/IJPPM-04-2020-0154

Milisavljevic-Syed, J., Li, J., & Xia, H. (2024). Realisation of responsive and sustainable reconfigurable manufacturing systems. International Journal of Production Research, 62(8), 2725-2746. DOI: https://doi.org/10.1080/00207543.2023.2233625

Mio, C., Costantini, A., & Panfilo, S. (2022). Performance measurement tools for sustainable business: A systematic literature review on the sustainability balanced scorecard use. Corporate social responsibility and environmental management, 29(2), 367-384. DOI: https://doi.org/10.1002/csr.2206

Mittal, R., Maheshwari, R., Tripathi, S., & Pandey, S. (2020). Eco-

friendly dentistry: Preventing pollution to promoting sustainability. Indian Journal of Dental Sciences, 12(4), 251-257. DOI: https://doi.org/10.4103/IJDS.IJDS_12_20

Morgera, E. (2020). Corporate accountability in international environmental law (No. 2nd). Oxford University Press. DOI: https://doi.org/10.1093/oso/9780198738046.001.0001

Mousa, S. K., & Othman, M. (2020). The impact of green human resource management practices on sustainable performance in healthcare organisations: A conceptual framework. Journal of cleaner production, 243, 118595. Murshed, M., Rahman, M. A., Alam, M. S., Ahmad, P., & Dagar, V. (2021). The nexus between environmental regulations, economic growth, and environmental sustainability: linking environmental patents to ecological footprint reduction in South Asia. Environmental Science and

Pollution Research, 28(36), 49967-49988.

Nassani, A. A., Javed, A., Rosak-Szyrocka, J., Pilar, L., Yousaf, Z., & Haffar, M. (2023). Major determinants of innovation performance in the context of healthcare sector. International Journal of Environmental Research and Public Health, 20(6), 5007. DOI: https://doi.org/10.3390/ijerph20065007

Nayeri, S., Torabi, S. A., Tavakoli, M., & Sazvar, Z. (2021). A multi-objective fuzzy robust stochastic model for designing a sustainable-resilient-responsive supply chain network. Journal of Cleaner Production, 311, 127691. DOI: https://doi.org/10.1016/j.jclepro.2021.127691

Nguyen, A. T., Parker, L., Brennan, L., & Lockrey, S. (2020). A consumer definition of eco-friendly packaging. Journal of Cleaner Production, 252, 119792. DOI: https://doi.org/10.1016/j.jclepro.2019.119792

Nketiah, E., Song, H., Adjei, M., Obuobi, B., & Adu-Gyamfi, G. (2024). Assessing the influence of research and development, environmental policies, and green technology on ecological footprint for achieving environmental sustainability. Renewable and Sustainable Energy Reviews, 199, 114508. DOI: https://doi.org/10.1016/j.rser.2024.114508

Okeagu, C. N., Reed, D. S., Sun, L., Colontonio, M. M., Rezayev, A., Ghaffar, Y. A., ... & Kaye, A. D. (2021). Principles of supply chain management in the time of crisis. Best Practice & Research Clinical Anaesthesiology, 35(3), 369-376. DOI: https://doi.org/10.1016/j.bpa.2020.11.007

Olalekan, R. M., Raimi, A. A., & Adias, T. C. (2021). Silent Pandemic’: Evidence-Based Environmental and Public Health Practices to Respond to the Covid-19 Crisis. Science-Based Approaches to Respond to COVID and Other Public Health Threats, 103.

Oliveira, M. P. V. D., & Handfield, R. (2019). Analytical foundations for development of real-time supply chain capabilities. International Journal of Production Research, 57(5), 1571-1589. DOI: https://doi.org/10.1080/00207543.2018.1493240

Osazefua, I. J. (2019). Operational efficiency and financial sustainability of listed manufacturing companies in Nigeria. Journal of Accounting and Taxation, 11(1), 17- 31. DOI: https://doi.org/10.5897/JAT2018.0329

Patel, B. S., & Sambasivan, M. (2022). A systematic review of the literature on supply chain agility. Management Research Review, 45(2), 236-260. DOI: https://doi.org/10.1108/MRR-09-2020-0574

Patri, R., & Suresh, M. (2019). Agility in healthcare services: a systematic literature exploration. International Journal of Services and Operations Management, 32(3), 387- 404. DOI: https://doi.org/10.1504/IJSOM.2019.098356

Pereno, A., & Eriksson, D. (2020). A multi-stakeholder perspective on sustainable healthcare: From 2030 onwards. Futures, 122, 102605. DOI: https://doi.org/10.1016/j.futures.2020.102605

Pettit, T. J., Croxton, K. L., & Fiksel, J. (2019). The evolution of resilience in supply chain management: a retrospective on ensuring supply chain resilience. Journal of business logistics, 40(1), 56-65. DOI: https://doi.org/10.1111/jbl.12202

Quintana-García, C., Marchante-Lara, M., & Benavides-Chicón,

C. G. (2022). Towards sustainable development: Environmental innovation, cleaner production performance, and reputation. Corporate Social Responsibility and Environmental Management, 29(5), 1330-1340. DOI: https://doi.org/10.1002/csr.2272

Rehman, O. U., & Ali, Y. (2022). Enhancing healthcare supply chain resilience: decision-making in a fuzzy environment. The International Journal of Logistics Management, 33(2), 520-546. DOI: https://doi.org/10.1108/IJLM-01-2021-0004

Rehman, S. U., Bhatti, A., Kraus, S., & Ferreira, J. J. (2021). The role of environmental management control systems for ecological sustainability and sustainable performance. Management Decision, 59(9), 2217-2237. DOI: https://doi.org/10.1108/MD-06-2020-0800

Richey, R. G., Roath, A. S., Adams, F. G., & Wieland, A. (2022). A responsiveness view of logistics and supply chain management. Journal of Business Logistics, 43(1), 62- 91. DOI: https://doi.org/10.1111/jbl.12290

Roy, M. A., & Abdul-Nour, G. (2024). Integrating Modular Design Concepts for Enhanced Efficiency in Digital and Sustainable Manufacturing: A Literature Review. Applied Sciences, 14(11), 4539. DOI: https://doi.org/10.3390/app14114539

Russo Spena, T., & Cristina, M. (2020). Practising innovation in the healthcare ecosystem: the agency of third-party actors. Journal of Business & Industrial Marketing, 35(3), 390-403. DOI: https://doi.org/10.1108/JBIM-01-2019-0048

Sendawula, K., Turyakira, P., Ikiror, C. M., & Bagire, V. (2021). Regulatory compliance and environmental sustainability practices of manufacturing entrepreneurial ventures in Uganda. Asia Pacific Journal of Innovation and Entrepreneurship, 15(1), 62-74. DOI: https://doi.org/10.1108/APJIE-08-2020-0122

Shahzad, M., Qu, Y., Ur Rehman, S., Ding, X., & Razzaq, A. (2023). Impact of stakeholders’ pressure on green management practices of manufacturing organizations under the mediation of organizational motives. Journal of Environmental Planning and Management, 66(10), 2171-2194. DOI: https://doi.org/10.1080/09640568.2022.2062567

Shankar, U. (2022). SUPPLY CHAIN RESILIENCY, EFFICIENCY, AND VISIBILITY IN THE POST PANDEMIC ERA. Ann. For. Res, 65(1), 8742-8767.

Sharma, A., Kaur, J., & Singh, I. (2020). Internet of things (IoT) in pharmaceutical manufacturing, warehousing, and supply chain management. SN Computer Science, 1(4), 232. DOI: https://doi.org/10.1007/s42979-020-00248-2

Sherman, J. D., MacNeill, A., & Thiel, C. (2019). Reducing pollution from the health care industry. Jama, 322(11), 1043-1044. DOI: https://doi.org/10.1001/jama.2019.10823

Sherman, J. D., Thiel, C., MacNeill, A., Eckelman, M. J., Dubrow, R., Hopf, H., ... & Bilec, M. M. (2020). The green print: advancement of environmental sustainability in healthcare. Resources, Conservation and Recycling, 161, 104882. DOI: https://doi.org/10.1016/j.resconrec.2020.104882

Shukor, A. A. A., Newaz, M. S., Rahman, M. K., & Taha, A. Z. (2021). Supply chain integration and its impact on supply chain agility and organizational flexibility in manufacturing firms. International Journal of Emerging Markets, 16(8), 1721-1744. DOI: https://doi.org/10.1108/IJOEM-04-2020-0418

Singh, P. K., & Chan, S. W. (2022). The impact of electronic procurement adoption on green procurement towards sustainable supply chain performance-evidence from Malaysian ISO organizations. Journal of Open Innovation: Technology, Market, and Complexity, 8(2), 61. DOI: https://doi.org/10.3390/joitmc8020061

Sönnichsen, S. D., & Clement, J. (2020). Review of green and sustainable public procurement: Towards circular public procurement. Journal of cleaner production, 245, 118901. DOI: https://doi.org/10.1016/j.jclepro.2019.118901

Stavropoulos, P., Papacharalampopoulos, A., Tzimanis, K., & Lianos, A. (2020). Manufacturing resilience during the coronavirus pandemic: On the investigation manufacturing processes agility. European Journal of Social Impact and Circular Economy, 1(3), 28-57.

Tamym, L., Benyoucef, L., Moh, A. N. S., & El Ouadghiri, M. D. (2021). A big data based architecture for collaborative networks: Supply chains mixed-network. Computer Communications, 175, 102-111. DOI: https://doi.org/10.1016/j.comcom.2021.05.008

Tarigan, Z. J. H., Siagian, H., & Jie, F. (2021). Impact of internal integration, supply chain partnership, supply chain agility, and supply chain resilience on sustainable advantage. Sustainability, 13(10), 5460. DOI: https://doi.org/10.3390/su13105460

Wong, C. Y., Wong, C. W., & Boon-itt, S. (2020). Effects of green supply chain integration and green innovation on environmental and cost performance. International Journal of Production Research, 58(15), 4589-4609. DOI: https://doi.org/10.1080/00207543.2020.1756510

Xiang, C., & van Gevelt, T. (2020). Central inspection teams and the enforcement of environmental regulations in China. Environmental Science & Policy, 112, 431-439. DOI: https://doi.org/10.1016/j.envsci.2020.06.018

Zhu, M., & Gao, H. (2021). The antecedents of supply chain agility and their effect on business performance: an organizational strategy perspective. Operations Management Research, 14(1), 166-176. DOI: https://doi.org/10.1007/s12063-020-00174-9

Ziaee, M. (2019). Big Data Analytics Adoption in Pharmaceutical Supply Chain Management and its Impact on SCOR Processes: A Qualitative Research of the Australian Pharmaceutical Industry (Doctoral dissertation, Victoria University).

Downloads

Published

2025-12-31

How to Cite

Data-Driven Green Decision-Making and Digital Supply Chain Agility: Implications for Organizational Success. (2025). International Journal of Computations, Information and Manufacturing (IJCIM), 5(2), 52-67. https://doi.org/10.54489/ijcim.v5i2.571

Similar Articles

11-20 of 38

You may also start an advanced similarity search for this article.