How to cite this paper
Lemoun, A., Dellagi, H., Daoud, K & Abusalma, A. (2024). The nexus between digital supply chain and sustainability: An empirical study in pharmaceutical companies in Jordan.Uncertain Supply Chain Management, 12(3), 1461-1470.
Refrences
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Al-Ababneh, M. (2020). Linking ontology, epistemology and research methodology. Science & Philosophy, 8(1), 75-91.
AlBrakat, N., Al-Hawary, S., & Muflih, S. (2023). The effect of green supply chain on the export performance of the Jordanian pharmaceutical industry. Uncertain Supply Chain Management, 11(2), 613-624.
Alshura, M. S. K., Alsabah, F. K. J., Ababneh, R. I., Alshurideh, M. T., Alkhawaldeh, M. I. G., Aldaihani, F. M. F., ... & Mohammad, A. A. S. (2023). The Impact of Organizational Innovation Capabilities on Sustainable Performance: The Mediating Role of Organizational Commitment. In The Effect of Information Technology on Business and Marketing Intelligence Systems (pp. 1419-1435). Cham: Springer International Publishing.
AL-Zyadat, A., Alsaraireh, J., Al-Husban, D., Al-Shorman, H., Mohammad, A., Alathamneh, F., & Al-Hawary, S. (2022). The effect of industry 4.0 on sustainability of industrial organizations in Jordan. International Journal of Data and Network Science, 6(4), 1437-1446.
Amaral, A. R., Rodrigues, E., Gaspar, A. R., & Gomes, A. (2020). A review of empirical data of sustainability initiatives in university campus operations. Journal of cleaner production, 250, 119558.
Anderson, D. R., Sweeney, D. J., & Williams, T. A. (2020). Essentials of statistics for business and economics. Cengage Learning.Cengage Learning.
Baharum, H., Ismail, A., Awang, Z., McKenna, L., Ibrahim, R., Mohamed, Z., & Hassan, N. H. (2023). The study adapted instruments based on Confirmatory Factor Analysis (CFA) to validate measurement models of latent constructs. International Journal of Environmental Research and Public Health, 20(4), 2860.
Barber, R. F., & Janson, L. (2022). Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling. The Annals of Statistics, 50(5), 2514-2544.
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2023). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 1-39.https://doi.org/10.1007/s10490-023-09871-y
Choudhury, A., Behl, A., Sheorey, P. A., & Pal, A. (2021). Digital supply chain to unlock new agility: a TISM approach. Benchmarking: an international journal, 28(6), 2075-2109.
Dais, S., Parodos, L., Aifadopoulou, G., & Xenou, E. (2022). How Digital Services Implementation Along International Supply Chains Influences the Performance of Logistics Operations? A Bottom-Up Approach for Impact Validation and Categorization. In Conference on Sustainable Urban Mobility (pp. 1192-1204). Cham: Springer Nature Switzerland.
Dietz, T. (2023). Decisions for sustainability: facts and values. Cambridge University Press, United Kingdom.
Ezeugwa, B., Talukder, M. F., Amin, M. R., Hossain, S. I., & Arslan, F. (2022). Minimum sample size estimation in SEM: Contrasting results for models using composites and factors. Data Analysis Perspectives Journal, 3(4), 1-7.
Feroz, A. K., Zo, H., & Chiravuri, A. (2021). Digital transformation and environmental sustainability: A review and research agenda. Sustainability, 13(3), 1530.
Garnier-Villarreal, M., & Jorgensen, T. D. (2020). Adapting fit indices for Bayesian structural equation modeling: Comparison to maximum likelihood. Psychological Methods, 25(1), 46.
Goretzko, D., Siemund, K., & Sterner, P. (2024). Evaluating model fit of measurement models in confirmatory factor analysis. Educational and Psychological Measurement, 84(1), 123-144.
Govindan, K., Shaw, M., & Majumdar, A. (2021). Social sustainability tensions in multi-tier supply chain: A systematic literature review towards conceptual framework development. Journal of cleaner production, 279, 123075.
Haddud, A., & Khare, A. (2020). Digitalizing supply chains potential benefits and impact on lean operations. International Journal of Lean Six Sigma, 11(4), 731-765.
Ivanov, D., &Dolgui, A. (2021). A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0. Production Planning & Control, 32(9), 775-788.
Joshi, S., & Sharma, M. (2022). Sustainable performance through digital supply chains in industry 4.0 era: amidst the pandemic experience. Sustainability, 14(24), 16726.
Khairi, M. I., Susanti, D., & Sukono, S. (2021). Study on Structural Equation Modeling for Analyzing Data. International Journal of Ethno-Sciences and Education Research, 1(3), 52-60.
Klotz, A. C., Swider, B. W., & Kwon, S. H. (2023). Back-translation practices in organizational research: Avoiding loss in translation. Journal of Applied Psychology, 108(5), 699.
Lee, K., Azmi, N., Hanaysha, J., Alzoubi, H., &Alshurideh, M. (2022). The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry. Uncertain Supply Chain Management, 10(2), 495-510.
Lesia, M. P., Aigbavboa, C. O., & Thwala, W. D. (2024). Factors influencing residential location choice in South Africa: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). Journal of Housing and the Built Environment, 39(1), 133-160.
Liu, W., Liu, T., Tang, O., Lee, P. T. W., & Chen, Z. (2024). The impact of digital supply chain announcements disclosing corporate social responsibility information on stock market value. Industrial Management & Data Systems, 124(2), 724-760.
Loviscek, V. (2020). Triple bottom line toward a holistic framework for sustainability: A systematic review. Revista de AdministraçãoContemporânea, 25, e200017.
Maier, C., Thatcher, J. B., Grover, V., & Dwivedi, Y. K. (2023). Cross-sectional research: A critical perspective, use cases, and recommendations for IS research. International Journal of Information Management, 70, 102625.
Mandpe, A., Paliya, S., Gedam, V. V., Patel, S., Tyagi, L., & Kumar, S. (2023). Circular economy approach for sustainable solid waste management: A developing economy perspective. Waste Management & Research, 41(3), 499-511.
Marsh, H. W., Guo, J., Dicke, T., Parker, P. D., & Craven, R. G. (2020). Confirmatory factor analysis (CFA), exploratory structural equation modeling (ESEM), and set-ESEM: Optimal balance between goodness of fit and parsimony. Multivariate behavioral research, 55(1), 102-119.
McNeish, D., & Wolf, M. G. (2023). Dynamic fit index cutoffs for confirmatory factor analysis models. Psychological Methods, 28(1), 61.
Nasiri, M., Ukko, J., Saunila, M., & Rantala, T. (2020). Managing the digital supply chain: The role of smart technologies. Technovation, 96, 102121.
Ning, L., & Yao, D. (2023). The Impact of digital transformation on supply chain capabilities and supply chain competitive performance. Sustainability, 15(13), 10107.
Nguyen, N. M., Hoai, T. T., Vo, H. V., & Nguyen, N. P. (2023). Digital approach toward environmental sustainability in supply chains: Evidence from Vietnamese firms. Sustainable Development, 31(5), 3303-3317.
Pal, S. (2023). Integrating AI in sustainable supply chain management: A new paradigm for enhanced transparency and sustainability. International Journal for Research in Applied Science and Engineering Technology, 11, 2979-2984.
Praveenadevi, D., Rekha, S., Girimurugan, B., Kumar, K. J. N., Hemanjali, B., &Lalitvamsi, B. (2023). Impact of Digitalization on Sustainable Supply Chain Management. In 2023 International Conference on Disruptive Technologies (ICDT) (pp. 232-236). IEEE.
Rahamneh, A., Alrawashdeh, S., Bawaneh, A., Alatyat, Z., Mohammad, A., & Al-Hawary, S. (2023). The effect of digital supply chain on lean manufacturing: A structural equation modelling approach. Uncertain Supply Chain Management, 11(1), 391-402.
Ruggerio, C. A. (2021). Sustainability and sustainable development: A review of principles and definitions. Science of the Total Environment, 786, 147481.
Schuberth, F., Rademaker, M. E., & Henseler, J. (2023). Assessing the overall fit of composite models estimated by partial least squares path modeling. European Journal of Marketing, 57(6), 1678-1702.
Sedky, A. (2023). Digital supply chain: A proposed solution to the global supply chain disruption impact on business sustainability. In Digital Supply Chain, Disruptive Environments, and the Impact on Retailers (pp. 160-177). IGI Global.
Sharma, M., & Joshi, S. (2023). Digital supplier selection reinforcing supply chain quality management systems to enhance firm's performance. The TQM Journal, 35(1), 102-130.
Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics and Statistics, 8(2), 39-42.
Steenkamp, J. B. E., &Maydeu-Olivares, A. (2023). Unrestricted factor analysis: A powerful alternative to confirmatory factor analysis. Journal of the Academy of Marketing Science, 51(1), 86-113.
Temizhan, E., Mirtagioglu, H., & Mendes, M. (2022). Which correlation coefficient should be used for investigating relations between quantitative variables. American Scientific Research Journal for Engineering, Technology, and Sciences, 85(1), 265-277.
Thakkar, J. J. (2020). Structural equation modelling: Application for Research and Practice.Springer Singapore.
Vardar, N. (2024). Democratization of Energy in Africa: Social Entrepreneurship for Socio-Economic Sustainability. In The Palgrave Handbook of Social Sustainability in Business Education (pp. 205-222). Cham: Springer Nature Switzerland.
Weerabahu, W. S. K., Samaranayake, P., Nakandala, D., &Hurriyet, H. (2023). Digital supply chain research trends: a systematic review and a maturity model for adoption. Benchmarking: An International Journal, 30(9), 3040-3066.
Zeemering, E. S. (2021). Sustainability management, strategy and reform in local government. In Sustainable Public Management (pp. 141-158). Routledge.
Al-Ababneh, M. (2020). Linking ontology, epistemology and research methodology. Science & Philosophy, 8(1), 75-91.
AlBrakat, N., Al-Hawary, S., & Muflih, S. (2023). The effect of green supply chain on the export performance of the Jordanian pharmaceutical industry. Uncertain Supply Chain Management, 11(2), 613-624.
Alshura, M. S. K., Alsabah, F. K. J., Ababneh, R. I., Alshurideh, M. T., Alkhawaldeh, M. I. G., Aldaihani, F. M. F., ... & Mohammad, A. A. S. (2023). The Impact of Organizational Innovation Capabilities on Sustainable Performance: The Mediating Role of Organizational Commitment. In The Effect of Information Technology on Business and Marketing Intelligence Systems (pp. 1419-1435). Cham: Springer International Publishing.
AL-Zyadat, A., Alsaraireh, J., Al-Husban, D., Al-Shorman, H., Mohammad, A., Alathamneh, F., & Al-Hawary, S. (2022). The effect of industry 4.0 on sustainability of industrial organizations in Jordan. International Journal of Data and Network Science, 6(4), 1437-1446.
Amaral, A. R., Rodrigues, E., Gaspar, A. R., & Gomes, A. (2020). A review of empirical data of sustainability initiatives in university campus operations. Journal of cleaner production, 250, 119558.
Anderson, D. R., Sweeney, D. J., & Williams, T. A. (2020). Essentials of statistics for business and economics. Cengage Learning.Cengage Learning.
Baharum, H., Ismail, A., Awang, Z., McKenna, L., Ibrahim, R., Mohamed, Z., & Hassan, N. H. (2023). The study adapted instruments based on Confirmatory Factor Analysis (CFA) to validate measurement models of latent constructs. International Journal of Environmental Research and Public Health, 20(4), 2860.
Barber, R. F., & Janson, L. (2022). Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling. The Annals of Statistics, 50(5), 2514-2544.
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2023). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 1-39.https://doi.org/10.1007/s10490-023-09871-y
Choudhury, A., Behl, A., Sheorey, P. A., & Pal, A. (2021). Digital supply chain to unlock new agility: a TISM approach. Benchmarking: an international journal, 28(6), 2075-2109.
Dais, S., Parodos, L., Aifadopoulou, G., & Xenou, E. (2022). How Digital Services Implementation Along International Supply Chains Influences the Performance of Logistics Operations? A Bottom-Up Approach for Impact Validation and Categorization. In Conference on Sustainable Urban Mobility (pp. 1192-1204). Cham: Springer Nature Switzerland.
Dietz, T. (2023). Decisions for sustainability: facts and values. Cambridge University Press, United Kingdom.
Ezeugwa, B., Talukder, M. F., Amin, M. R., Hossain, S. I., & Arslan, F. (2022). Minimum sample size estimation in SEM: Contrasting results for models using composites and factors. Data Analysis Perspectives Journal, 3(4), 1-7.
Feroz, A. K., Zo, H., & Chiravuri, A. (2021). Digital transformation and environmental sustainability: A review and research agenda. Sustainability, 13(3), 1530.
Garnier-Villarreal, M., & Jorgensen, T. D. (2020). Adapting fit indices for Bayesian structural equation modeling: Comparison to maximum likelihood. Psychological Methods, 25(1), 46.
Goretzko, D., Siemund, K., & Sterner, P. (2024). Evaluating model fit of measurement models in confirmatory factor analysis. Educational and Psychological Measurement, 84(1), 123-144.
Govindan, K., Shaw, M., & Majumdar, A. (2021). Social sustainability tensions in multi-tier supply chain: A systematic literature review towards conceptual framework development. Journal of cleaner production, 279, 123075.
Haddud, A., & Khare, A. (2020). Digitalizing supply chains potential benefits and impact on lean operations. International Journal of Lean Six Sigma, 11(4), 731-765.
Ivanov, D., &Dolgui, A. (2021). A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0. Production Planning & Control, 32(9), 775-788.
Joshi, S., & Sharma, M. (2022). Sustainable performance through digital supply chains in industry 4.0 era: amidst the pandemic experience. Sustainability, 14(24), 16726.
Khairi, M. I., Susanti, D., & Sukono, S. (2021). Study on Structural Equation Modeling for Analyzing Data. International Journal of Ethno-Sciences and Education Research, 1(3), 52-60.
Klotz, A. C., Swider, B. W., & Kwon, S. H. (2023). Back-translation practices in organizational research: Avoiding loss in translation. Journal of Applied Psychology, 108(5), 699.
Lee, K., Azmi, N., Hanaysha, J., Alzoubi, H., &Alshurideh, M. (2022). The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry. Uncertain Supply Chain Management, 10(2), 495-510.
Lesia, M. P., Aigbavboa, C. O., & Thwala, W. D. (2024). Factors influencing residential location choice in South Africa: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). Journal of Housing and the Built Environment, 39(1), 133-160.
Liu, W., Liu, T., Tang, O., Lee, P. T. W., & Chen, Z. (2024). The impact of digital supply chain announcements disclosing corporate social responsibility information on stock market value. Industrial Management & Data Systems, 124(2), 724-760.
Loviscek, V. (2020). Triple bottom line toward a holistic framework for sustainability: A systematic review. Revista de AdministraçãoContemporânea, 25, e200017.
Maier, C., Thatcher, J. B., Grover, V., & Dwivedi, Y. K. (2023). Cross-sectional research: A critical perspective, use cases, and recommendations for IS research. International Journal of Information Management, 70, 102625.
Mandpe, A., Paliya, S., Gedam, V. V., Patel, S., Tyagi, L., & Kumar, S. (2023). Circular economy approach for sustainable solid waste management: A developing economy perspective. Waste Management & Research, 41(3), 499-511.
Marsh, H. W., Guo, J., Dicke, T., Parker, P. D., & Craven, R. G. (2020). Confirmatory factor analysis (CFA), exploratory structural equation modeling (ESEM), and set-ESEM: Optimal balance between goodness of fit and parsimony. Multivariate behavioral research, 55(1), 102-119.
McNeish, D., & Wolf, M. G. (2023). Dynamic fit index cutoffs for confirmatory factor analysis models. Psychological Methods, 28(1), 61.
Nasiri, M., Ukko, J., Saunila, M., & Rantala, T. (2020). Managing the digital supply chain: The role of smart technologies. Technovation, 96, 102121.
Ning, L., & Yao, D. (2023). The Impact of digital transformation on supply chain capabilities and supply chain competitive performance. Sustainability, 15(13), 10107.
Nguyen, N. M., Hoai, T. T., Vo, H. V., & Nguyen, N. P. (2023). Digital approach toward environmental sustainability in supply chains: Evidence from Vietnamese firms. Sustainable Development, 31(5), 3303-3317.
Pal, S. (2023). Integrating AI in sustainable supply chain management: A new paradigm for enhanced transparency and sustainability. International Journal for Research in Applied Science and Engineering Technology, 11, 2979-2984.
Praveenadevi, D., Rekha, S., Girimurugan, B., Kumar, K. J. N., Hemanjali, B., &Lalitvamsi, B. (2023). Impact of Digitalization on Sustainable Supply Chain Management. In 2023 International Conference on Disruptive Technologies (ICDT) (pp. 232-236). IEEE.
Rahamneh, A., Alrawashdeh, S., Bawaneh, A., Alatyat, Z., Mohammad, A., & Al-Hawary, S. (2023). The effect of digital supply chain on lean manufacturing: A structural equation modelling approach. Uncertain Supply Chain Management, 11(1), 391-402.
Ruggerio, C. A. (2021). Sustainability and sustainable development: A review of principles and definitions. Science of the Total Environment, 786, 147481.
Schuberth, F., Rademaker, M. E., & Henseler, J. (2023). Assessing the overall fit of composite models estimated by partial least squares path modeling. European Journal of Marketing, 57(6), 1678-1702.
Sedky, A. (2023). Digital supply chain: A proposed solution to the global supply chain disruption impact on business sustainability. In Digital Supply Chain, Disruptive Environments, and the Impact on Retailers (pp. 160-177). IGI Global.
Sharma, M., & Joshi, S. (2023). Digital supplier selection reinforcing supply chain quality management systems to enhance firm's performance. The TQM Journal, 35(1), 102-130.
Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics and Statistics, 8(2), 39-42.
Steenkamp, J. B. E., &Maydeu-Olivares, A. (2023). Unrestricted factor analysis: A powerful alternative to confirmatory factor analysis. Journal of the Academy of Marketing Science, 51(1), 86-113.
Temizhan, E., Mirtagioglu, H., & Mendes, M. (2022). Which correlation coefficient should be used for investigating relations between quantitative variables. American Scientific Research Journal for Engineering, Technology, and Sciences, 85(1), 265-277.
Thakkar, J. J. (2020). Structural equation modelling: Application for Research and Practice.Springer Singapore.
Vardar, N. (2024). Democratization of Energy in Africa: Social Entrepreneurship for Socio-Economic Sustainability. In The Palgrave Handbook of Social Sustainability in Business Education (pp. 205-222). Cham: Springer Nature Switzerland.
Weerabahu, W. S. K., Samaranayake, P., Nakandala, D., &Hurriyet, H. (2023). Digital supply chain research trends: a systematic review and a maturity model for adoption. Benchmarking: An International Journal, 30(9), 3040-3066.
Zeemering, E. S. (2021). Sustainability management, strategy and reform in local government. In Sustainable Public Management (pp. 141-158). Routledge.