How to cite this paper
Bader, D., Innab, N., Atoum, I & Alathamneh, F. (2023). The influence of the Internet of things on pharmaceutical inventory management.International Journal of Data and Network Science, 7(1), 381-390.
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Aazam, M., Khan, I., Alsaffar, A. A., & Huh, E. N. (2014, January). Cloud of Things: Integrating Internet of Things and cloud computing and the issues involved. In Proceedings of the 11th International Bhurban Conference on Applied Sciences & Technology (IBCAST), (pp. 414-419). Islamabad, Pakistan, IEEE. https://doi.org/10.1109/IBCAST.2014.6778179
Abdel-Basset, M., Manogaran, G., & Mohamed, M. (2018). Internet of Things (IoT) and its impact on supply chain: A framework for building smart, secure and efficient systems. Future Generation Computer Systems, 86, 614-628.https://doi.org/10.1016/j.future.2018.04.051
Ait-Yassine, F. L. Y. (2012). Review of Business Intelligence and Portfolios Performance with Case Study. European Journal of Business and Management, 4(9), 66-71.
Alolayyan, M., Al-Rwaidan, R., Hamadneh, S., Ahmad, A., AlHamad, A., Al-Hawary, S., & Alshurideh, M. (2022). The mediating role of operational Flexibility on the relationship between quality of health information technology and management capability. Uncertain Supply Chain Management, 10(4), 1131-1140.
Al-Alwan, M., Al-Nawafah, S., Al-Shorman, H., Khrisat, F., Alathamneh, F., & Al-Hawary, S. (2022). The effect of big data on decision quality: Evidence from telecommunication industry. International Journal of Data and Network Sci-ence, 6(3), 693-702.
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.
Atnafu, D., & Balda, A. (2018). The impact of inventory management practice on firms’ competitiveness and organiza-tional performance: Empirical evidence from micro and small enterprises in Ethiopia. Cogent Business & Manage-ment, 5(1), 1503219. https://doi.org/10.1080/23311975.2018.1503219
Bari, N., Mani, G., &Berkovich, S. (2013, July). Internet of things as a methodological concept. In Proceedings of the 2013 Fourth International Conference on Computing for Geospatial Research and Application, (pp. 48-55). San Jose, CA, USA. IEEE. https://doi.org/10.1109/COMGEO.2013.8
Cheah, J.-H., Sarstedt, M., Ringle, C. M., Ramayah, T., & Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses. Interna-tional Journal of Contemporary Hospitality Management, 30(11), 3192–3210.
Dankan Gowda, V., Sridhara, S. B., Naveen, K. B., Ramesha, M., &NaveenaPai, G. (2020). Internet of things: Internet rev-olution, impact, technology road map and features. Advances in Mathematics: Scientific Journal, 9(7), 4405-4414.https://doi.org/10.37418/amsj.9.7.11
Ding, W. (2013). Study of smart warehouse management system based on the IOT. In Z. Du (Ed.), Proceedings of the In-telligence Computation and Evolutionary Computation Conference, (pp. 203-207). Berlin, Heidelberg. Springer.
Espinoza, H., Kling, G., McGroarty, F., O'Mahony, M., & Ziouvelou, X. (2020). Estimating the impact of the Internet of Things on productivity in Europe. Heliyon, 6(5), e03935.https://doi.org/10.1016/j.heliyon.2020.e03935
Franke, G., &Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: A comparison of four pro-cedures. Internet Research, 29(3), 430–447.
Gana, K., &Broc, G. (2019). Structural equation modeling with lavaan. ISTE Ltd; John Wilery & Sons, Inc.
Hair, J. F., Page, M., & Brunsveld, N. (2019). The essentials of business research methods. 4th ed., Routledge.
Hamdy, W., Mostafa, N., & Elawady, H. (2020). An intelligent warehouse management system using the internet of things. The Egyptian International Journal of Engineering Sciences and Technology, 32(2020), 59-65.
Hayes, A. F., & Coutts, J. J. (2020). Use Omega Rather than Cronbach’s Alpha for Estimating Reliability. But…. Commu-nication Methods and Measures, 14(1), 1–24.
Jaladi, A. R., Khithani, K., Pawar, P., Malvi, K., &Sahoo, G. (2017). Environmental monitoring using wireless sensor net-works (WSN) based on IOT. International Research Journal of Engineering and Technology (IRJET), 4(1), 1371-1378.
Keivanpour, S., & Ait Kadi, D. (2019). The Effect of “Internet of Things” on Aircraft Spare Parts Inventory Management. In Proceedings of the 9th International Federation of Automatic Control (IFAC) Conference on Manufacturing Model-ling, Management and Control, (Vol. 52(13), pp. 2343-2347). Berlin, Germany. https://doi.org/10.1016/j.ifacol.2019.11.556
Khalayleh, M., & Al-Hawary, S. (2022). The impact of digital content of marketing mix on marketing performance: An experimental study at five-star hotels in Jordan. International Journal of Data and Network Science, 6(4), 1023-1032.
Lee, C. K., Lv, Y., Ng, K. K. H., Ho, W., & Choy, K. L. (2017). Design and application of Internet of things-based ware-house management system for smart logistics. International Journal of Production Research, 56(8), 2753-2768.https://doi.org/10.1080/00207543.2017.1394592
Lee, I., & Lee, K. (2015). The Internet of Things (IoT): Applications, investments, and challenges for enterprises. Business horizons, 58(4), 431-440.
Leung, N. H. Z., Chen, A., Yadav, P., &Gallien, J. (2016). The impact of inventory management on stock-outs of essential drugs in Sub-Saharan Africa: secondary analysis of a field experiment in Zambia. PLOS ONE, 11(5), e0156026.https://doi.org/10.1371/journal.pone.0156026
Liu, R., & Wang, J. (2017). Internet of Things: Application and prospect. In Proceedings of the MATEC Web of Confer-ences, (Vol. 100, pp. 02034). Zhengzhou Henan, China: Zhengzhou University. EDP Scienc-es.https://doi.org/10.1051/matecconf/201710002034
Lwiki, T., Ojera, P. B., Mugenda, N. G., &Wachira, V. K. (2013). The impact of inventory management practices on fi-nancial performance of sugar manufacturing firms in Kenya. International Journal of Business, Humanities and Tech-nology, 3(5), 75-85.
Masudin, I., Kamara, M. S., Zulfikarijah, F., &Dewi, S. K. (2018). Impact of inventory management and procurement practices on organization's performance. Singaporean Journal of Business Economics and Management Studies (SJBEM), 6(3), 32-39.https://doi.org/10.12816/0044429
Mathaba, S., Adigun, M., Oladosu, J., & Oki, O. (2017). On the use of the Internet of Things and Web 2.0 in inventory management. Journal of Intelligent & Fuzzy Systems, 32(4), 3091-3101.https://doi.org/10.3233/JIFS-169252
Mezzanotte, P., Palazzi, V., Alimenti, F., &Roselli, L. (2021). Innovative RFID Sensors for Internet of Things Applica-tions. IEEE Journal of Microwaves, 1(1), 55–65. https://doi.org/10.1109/jmw.2020.3035020
Mohammad, A., Aldmour, R., & Al-Hawary, S. (2022). Drivers of online food delivery orientation. International Journal of Data and Network Science, 6(4), 1619-1624.
Mostafa, N., Hamdy, W., &Alawady, H. (2019). Impacts of internet of things on supply chains: a framework for ware-housing. Social sciences, 8(3), 84. https://doi.org/10.3390/socsci8030084
Paam, P., Berretta, R., Heydar, M., &García-Flores, R. (2019). The impact of inventory management on economic and en-vironmental sustainability in the apple industry. Computers and Electronics in Agriculture, 163, 104848.https://doi.org/10.1016/j.compag.2019.06.003
Panigrahi, A. K. (2013). Relationship between inventory management and profitability: An empirical analysis of Indian cement companies. Asia Pacific Journal of Marketing & Management Review, 2(7), 107-120.
Paul, S., Chatterjee, A., &Guha, D. (2019). Study of smart inventory management system based on the internet of things (IOT). International Journal on Recent Trends in Business and Tourism (IJRTBT), 3(3), 27-34.
Qian, L., Luo, Z., Du, Y., &Guo, L. (2009). Cloud computing: An overview. In M.G. Jaatun, G. Zhao, and C. Rong (Eds.), Proceedings of the IEEE international conference on cloud computing, (Vol. 5931, pp. 626-631). Berlin, Heidelberg. Springer. https://doi.org/10.1007/978-3-642-10665-1_63
Razzaque, M. A., Milojevic-Jevric, M., Palade, A., & Clarke, S. (2015). Middleware for internet of things: a survey. IEEE Internet of things journal, 3(1), 70-95.https://doi.org/10.1109/JIOT.2015.2498900
Roberts, C. M. (2006). Radio frequency identification (RFID). Computers & security, 25(1), 18-26. https://doi.org/10.1016/j.cose.2005.12.003
Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill-building approach (Seventh edition). Wiley.
Stergiou, C., Psannis, K. E., Kim, B. G., & Gupta, B. (2016). Secure integration of IoT and cloud computing. Future Gen-eration Computer Systems, 78(3), 964-975. https://doi.org/10.1016/j.future.2016.11.031
Tang, C. P., Huang, T. C. K., & Wang, S. T. (2018). The impact of Internet of things implementation on firm performance. Telematics and Informatics, 35(7), 2038-2053. https://doi.org/10.1016/j.tele.2018.07.007
Tejesh, B. S. S., &Neeraja, S. (2018). Warehouse inventory management system using IoT and open source framework. Alexandria engineering journal, 57(4), 3817-3823.https://doi.org/10.1016/j.aej.2018.02.003
Xia, Y., & Yang, Y. (2019). RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The sto-ry they tell depends on the estimation methods. Behavior Research Methods, 51(1), 409–428.
Yassine, F. L. Y. A. (2014). The level of applying competitive intelligence as perceived by managers at telecom company" Zain" in Jordan. International Journal of Business and Social Science, 5(5).
Yerpude, S., & Singhal, T. K. (2018). Smart warehouse with internet of things supported inventory management system. International Journal of Pure and Applied Mathematics, 118(24), 1-15.
Zhang, L., Alharbe, N., & Atkins, A. S. (2016, December). An IoT application for inventory management with a self-adaptive decision model. In Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (pp. 317-322). Chengdu, China. IEEE.https://ieeexplore.ieee.org/document/7917105
Abdel-Basset, M., Manogaran, G., & Mohamed, M. (2018). Internet of Things (IoT) and its impact on supply chain: A framework for building smart, secure and efficient systems. Future Generation Computer Systems, 86, 614-628.https://doi.org/10.1016/j.future.2018.04.051
Ait-Yassine, F. L. Y. (2012). Review of Business Intelligence and Portfolios Performance with Case Study. European Journal of Business and Management, 4(9), 66-71.
Alolayyan, M., Al-Rwaidan, R., Hamadneh, S., Ahmad, A., AlHamad, A., Al-Hawary, S., & Alshurideh, M. (2022). The mediating role of operational Flexibility on the relationship between quality of health information technology and management capability. Uncertain Supply Chain Management, 10(4), 1131-1140.
Al-Alwan, M., Al-Nawafah, S., Al-Shorman, H., Khrisat, F., Alathamneh, F., & Al-Hawary, S. (2022). The effect of big data on decision quality: Evidence from telecommunication industry. International Journal of Data and Network Sci-ence, 6(3), 693-702.
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.
Atnafu, D., & Balda, A. (2018). The impact of inventory management practice on firms’ competitiveness and organiza-tional performance: Empirical evidence from micro and small enterprises in Ethiopia. Cogent Business & Manage-ment, 5(1), 1503219. https://doi.org/10.1080/23311975.2018.1503219
Bari, N., Mani, G., &Berkovich, S. (2013, July). Internet of things as a methodological concept. In Proceedings of the 2013 Fourth International Conference on Computing for Geospatial Research and Application, (pp. 48-55). San Jose, CA, USA. IEEE. https://doi.org/10.1109/COMGEO.2013.8
Cheah, J.-H., Sarstedt, M., Ringle, C. M., Ramayah, T., & Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses. Interna-tional Journal of Contemporary Hospitality Management, 30(11), 3192–3210.
Dankan Gowda, V., Sridhara, S. B., Naveen, K. B., Ramesha, M., &NaveenaPai, G. (2020). Internet of things: Internet rev-olution, impact, technology road map and features. Advances in Mathematics: Scientific Journal, 9(7), 4405-4414.https://doi.org/10.37418/amsj.9.7.11
Ding, W. (2013). Study of smart warehouse management system based on the IOT. In Z. Du (Ed.), Proceedings of the In-telligence Computation and Evolutionary Computation Conference, (pp. 203-207). Berlin, Heidelberg. Springer.
Espinoza, H., Kling, G., McGroarty, F., O'Mahony, M., & Ziouvelou, X. (2020). Estimating the impact of the Internet of Things on productivity in Europe. Heliyon, 6(5), e03935.https://doi.org/10.1016/j.heliyon.2020.e03935
Franke, G., &Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: A comparison of four pro-cedures. Internet Research, 29(3), 430–447.
Gana, K., &Broc, G. (2019). Structural equation modeling with lavaan. ISTE Ltd; John Wilery & Sons, Inc.
Hair, J. F., Page, M., & Brunsveld, N. (2019). The essentials of business research methods. 4th ed., Routledge.
Hamdy, W., Mostafa, N., & Elawady, H. (2020). An intelligent warehouse management system using the internet of things. The Egyptian International Journal of Engineering Sciences and Technology, 32(2020), 59-65.
Hayes, A. F., & Coutts, J. J. (2020). Use Omega Rather than Cronbach’s Alpha for Estimating Reliability. But…. Commu-nication Methods and Measures, 14(1), 1–24.
Jaladi, A. R., Khithani, K., Pawar, P., Malvi, K., &Sahoo, G. (2017). Environmental monitoring using wireless sensor net-works (WSN) based on IOT. International Research Journal of Engineering and Technology (IRJET), 4(1), 1371-1378.
Keivanpour, S., & Ait Kadi, D. (2019). The Effect of “Internet of Things” on Aircraft Spare Parts Inventory Management. In Proceedings of the 9th International Federation of Automatic Control (IFAC) Conference on Manufacturing Model-ling, Management and Control, (Vol. 52(13), pp. 2343-2347). Berlin, Germany. https://doi.org/10.1016/j.ifacol.2019.11.556
Khalayleh, M., & Al-Hawary, S. (2022). The impact of digital content of marketing mix on marketing performance: An experimental study at five-star hotels in Jordan. International Journal of Data and Network Science, 6(4), 1023-1032.
Lee, C. K., Lv, Y., Ng, K. K. H., Ho, W., & Choy, K. L. (2017). Design and application of Internet of things-based ware-house management system for smart logistics. International Journal of Production Research, 56(8), 2753-2768.https://doi.org/10.1080/00207543.2017.1394592
Lee, I., & Lee, K. (2015). The Internet of Things (IoT): Applications, investments, and challenges for enterprises. Business horizons, 58(4), 431-440.
Leung, N. H. Z., Chen, A., Yadav, P., &Gallien, J. (2016). The impact of inventory management on stock-outs of essential drugs in Sub-Saharan Africa: secondary analysis of a field experiment in Zambia. PLOS ONE, 11(5), e0156026.https://doi.org/10.1371/journal.pone.0156026
Liu, R., & Wang, J. (2017). Internet of Things: Application and prospect. In Proceedings of the MATEC Web of Confer-ences, (Vol. 100, pp. 02034). Zhengzhou Henan, China: Zhengzhou University. EDP Scienc-es.https://doi.org/10.1051/matecconf/201710002034
Lwiki, T., Ojera, P. B., Mugenda, N. G., &Wachira, V. K. (2013). The impact of inventory management practices on fi-nancial performance of sugar manufacturing firms in Kenya. International Journal of Business, Humanities and Tech-nology, 3(5), 75-85.
Masudin, I., Kamara, M. S., Zulfikarijah, F., &Dewi, S. K. (2018). Impact of inventory management and procurement practices on organization's performance. Singaporean Journal of Business Economics and Management Studies (SJBEM), 6(3), 32-39.https://doi.org/10.12816/0044429
Mathaba, S., Adigun, M., Oladosu, J., & Oki, O. (2017). On the use of the Internet of Things and Web 2.0 in inventory management. Journal of Intelligent & Fuzzy Systems, 32(4), 3091-3101.https://doi.org/10.3233/JIFS-169252
Mezzanotte, P., Palazzi, V., Alimenti, F., &Roselli, L. (2021). Innovative RFID Sensors for Internet of Things Applica-tions. IEEE Journal of Microwaves, 1(1), 55–65. https://doi.org/10.1109/jmw.2020.3035020
Mohammad, A., Aldmour, R., & Al-Hawary, S. (2022). Drivers of online food delivery orientation. International Journal of Data and Network Science, 6(4), 1619-1624.
Mostafa, N., Hamdy, W., &Alawady, H. (2019). Impacts of internet of things on supply chains: a framework for ware-housing. Social sciences, 8(3), 84. https://doi.org/10.3390/socsci8030084
Paam, P., Berretta, R., Heydar, M., &García-Flores, R. (2019). The impact of inventory management on economic and en-vironmental sustainability in the apple industry. Computers and Electronics in Agriculture, 163, 104848.https://doi.org/10.1016/j.compag.2019.06.003
Panigrahi, A. K. (2013). Relationship between inventory management and profitability: An empirical analysis of Indian cement companies. Asia Pacific Journal of Marketing & Management Review, 2(7), 107-120.
Paul, S., Chatterjee, A., &Guha, D. (2019). Study of smart inventory management system based on the internet of things (IOT). International Journal on Recent Trends in Business and Tourism (IJRTBT), 3(3), 27-34.
Qian, L., Luo, Z., Du, Y., &Guo, L. (2009). Cloud computing: An overview. In M.G. Jaatun, G. Zhao, and C. Rong (Eds.), Proceedings of the IEEE international conference on cloud computing, (Vol. 5931, pp. 626-631). Berlin, Heidelberg. Springer. https://doi.org/10.1007/978-3-642-10665-1_63
Razzaque, M. A., Milojevic-Jevric, M., Palade, A., & Clarke, S. (2015). Middleware for internet of things: a survey. IEEE Internet of things journal, 3(1), 70-95.https://doi.org/10.1109/JIOT.2015.2498900
Roberts, C. M. (2006). Radio frequency identification (RFID). Computers & security, 25(1), 18-26. https://doi.org/10.1016/j.cose.2005.12.003
Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill-building approach (Seventh edition). Wiley.
Stergiou, C., Psannis, K. E., Kim, B. G., & Gupta, B. (2016). Secure integration of IoT and cloud computing. Future Gen-eration Computer Systems, 78(3), 964-975. https://doi.org/10.1016/j.future.2016.11.031
Tang, C. P., Huang, T. C. K., & Wang, S. T. (2018). The impact of Internet of things implementation on firm performance. Telematics and Informatics, 35(7), 2038-2053. https://doi.org/10.1016/j.tele.2018.07.007
Tejesh, B. S. S., &Neeraja, S. (2018). Warehouse inventory management system using IoT and open source framework. Alexandria engineering journal, 57(4), 3817-3823.https://doi.org/10.1016/j.aej.2018.02.003
Xia, Y., & Yang, Y. (2019). RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The sto-ry they tell depends on the estimation methods. Behavior Research Methods, 51(1), 409–428.
Yassine, F. L. Y. A. (2014). The level of applying competitive intelligence as perceived by managers at telecom company" Zain" in Jordan. International Journal of Business and Social Science, 5(5).
Yerpude, S., & Singhal, T. K. (2018). Smart warehouse with internet of things supported inventory management system. International Journal of Pure and Applied Mathematics, 118(24), 1-15.
Zhang, L., Alharbe, N., & Atkins, A. S. (2016, December). An IoT application for inventory management with a self-adaptive decision model. In Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (pp. 317-322). Chengdu, China. IEEE.https://ieeexplore.ieee.org/document/7917105