How to cite this paper
Al-Azzam, M., Al-Alwan, M., Alqahtani, M., Al-Hawary, S & Alserhan, A. (2023). Determinants of behavioral intention to use big data analytics (BDA) on the information and communication technologies (ICT) SMEs in Jordan.Decision Science Letters , 12(3), 605-616.
Refrences
Adnan, K., & Akbar, R. (2019). An analytical study of information extraction from unstructured and multidimensional big data. Journal of Big Data, 6(1), 1-38.
Ahsaan, S. U., & Mourya, A. K. (2019). Big data analytics: challenges and technologies. Annals of the Faculty of Engineering Hunedoara, 17(4), 75-79.
Aityassine, F., Soumadi, M., Aldiabat, B., Al-Shorman, H., Akour, I., Alshurideh, M., & Al-Hawary, S. (2022). The effect of supply chain resilience on supply chain performance of chemical industrial companies. Uncertain Supply Chain Management, 10(4), 1271-1278.
Ajimoko, O. J. (2018). Considerations for the Adoption of Cloud based Big Data Analytics in Small Business Enterprises. Electronic Journal of Information Systems Evaluation, 21(2), 63-79.
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 Science, 6(3), 693-702.
Al-Azzam, M. K., & Alazzam, M. B. (2019). Smart city and smart-health framework, challenges and opportunities. International Journal of Advanced Computer Science and Applications, 10(2), 171-176.
Al-Azzam, M. K., Alazzam, M. B., & Al-Manasra, M. K. (2019). MHealth for decision making support: A case study of EHealth in the public sector. International Journal of Advanced Computer Science and Applications, 10(5), 381-387.
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.
Al-Hawary, S. I. S., & Obiadat, A. A. (2021). Does mobile marketing affect customer loyalty in Jordan?. International Journal of Business Excellence, 23(2), 226-250.
Al-Nawafah, S., Al-Shorman, H., Aityassine, F., Khrisat, F., Hunitie, M., Mohammad, A., & Al-Hawary, S. (2022). The effect of supply chain management through social media on competitiveness of the private hospitals in Jordan. Uncertain Supply Chain Management, 10(3), 737-746.
Alolayyan, M., Al-Qudah, M., Hunitie, M., Akour, I., Alneimat, S., Al-Hawary, S., & Alshurideh, M. (2022). Validating the operational flexibility dimensions in the medical service sectors. Uncertain Supply Chain Management, 10(4), 1397-1404.
Al-Rwaidan, R., Aldossary, N., Eldahamsheh, M., Al-Azzam, M., Al-Quran, A., & Al-Hawary, S. (2023). The impact of cloud-based solutions on digital transformation of HR practices. International Journal of Data and Network Science, 7(1), 83-90.
Alsghaier, H., Akour, M., Shehabat, I., & Aldiabat, S. (2017). The importance of Big Data Analytics in business: A Case study. American Journal of Software Engineering and Applications, 6(4), 111-115.
Alshawabkeh, R., AL-Awamleh, H., Alkhawaldeh, M., Kanaan, R., Al-Hawary, S., Mohammad, A., & Alkhawalda, R. (2022). The mediating role of supply chain management on the relationship between big data and supply chain performance using SCOR model. Uncertain Supply Chain Management, 10(3), 729-736.
Al-Shormana, H., Alshawabkeh, R., Aldaihani, F., Aityassine, F., Mohammad, A., & Al-Hawary, S. (2021). Drivers of E-training Intention to Use in the private universities in Jordan. International Journal of Data and Network Science, 5(4), 831–836.
AL-Tamimi, K. A., & Jaradat, M. S. (2019). The role of small medium enterprises in reducing the problem of unemployment in Jordan. International Journal of Development and Economic Sustainability, 7(2), 28-36.
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.
Arpaci, I., Yardimci Cetin, Y., & Turetken, O. (2015). Impact of perceived security on organizational adoption of smartphones. Cyberpsychology, Behavior, and Social Networking, 18(10), 602-608.
Attiany, M., Al-kharabsheh, S., Abed-Qader, M., Al-Hawary, S., Mohammad, A., & Rahamneh, A. (2023). Barriers to adopt industry 4.0 in supply chains using interpretive structural modeling. Uncertain Supply Chain Management, 11(1), 299-306.
Bayraktaroglu, S., Kahya, V., Atay, E., & Ilhan, H. (2019). Application of expanded technology acceptance model for enhancing the HRIS usage in SMEs. International Journal of Applied Management and Technology, 18(1), 48–66.
Boudlaie, H., Boghosian, A., Chandra, T., Al-Hawary, S. I. S., Hussein, R. A., Talib, S. G., ... & Iswanto, A. H. (2022). Investigating the effect of humility of Muslim leaders on the moral behaviours of followers and spirituality at work in Islamic society. HTS Teologiese Studies/Theological Studies, 78(1), 6.
Brock, V., & Khan, H. U. (2017). Big data analytics: does organizational factor matters impact technology acceptance? Journal of Big Data, 4(1), 1-28.
Broeders, D., Schrijvers, E., van der Sloot, B., van Brakel, R., de Hoog, J., & Ballin, E. H. (2017). Big Data and security policies: Towards a framework for regulating the phases of analytics and use of Big Data. Computer Law & Security Review, 33(3), 309-323.
Bumblauskas, D., Nold, H., Bumblauskas, P., & Igou, A. (2017). Big data analytics: transforming data to action. Business Process Management Journal, 23(3), 703-720.
Byrne, B. M. (2013). Structural Equation Modelling with AMOS: Basic Concepts, Applications, and Programming, Routledge.
Claes, V., Devriendt, E., Tournoy, J., & Milisen, K. (2015). Attitudes and perceptions of adults of 60 years and older towards in-home monitoring of the activities of daily living with contactless sensors: an explorative study. International journal of nursing studies, 52(1), 134-148.
Coleman, S., Göb, R., Manco, G., Pievatolo, A., Tort‐Martorell, X., & Reis, M. S. (2016). How can SMEs benefit from big data? Challenges and a path forward. Quality and Reliability Engineering International, 32(6), 2151-2164.
Cui, F., Lin, D., & Qu, H. (2018). The impact of perceived security and consumer innovativeness on e-loyalty in online travel shopping. Journal of Travel & Tourism Marketing, 35(6), 819-834.
Davis, F. (1989). Perceived usefulness, perceived ease of use, and user acceptance of IT. MIS Quarterly, 13, 319–340.
Dubey, R., Gunasekaran, A., Childe, S. J., Wamba, S. F., & Papadopoulos, T. (2016). The impact of big data on world-class sustainable manufacturing. The International Journal of Advanced Manufacturing Technology, 84(1-4), 631-645.
Dwijendra, N. K. A., Arsana, I. G. N. K., Al-Hawary, S. I. S., Prakaash, A. S., Parra, R. M. R., Jalil, A. T., & Hammid, A. T. (2023). Operation of the Multiple Energy System with Optimal Coordination of the Consumers in Energy Market. Environmental and Climate Technologies, 27(1), 1-13.
Eldahamsheh, M.M., Almomani, H.M., Bani-Khaled, A.K.,Al-Quran, A.Z., Al-Hawary, S.I.S& Mohammad, A.A (2021). Factors Affecting Digital Marketing Success in Jordan. International Journal of Entrepreneurship, 25(S5), 1-12.
Félix, B. M., Tavares, E., & Cavalcante, N. W. F. (2018). Critical success factors for Big Data adoption in the virtual retail: Magazine Luiza case study. Revista Brasileira de Gestão de Negócios, 20, 112-126.
Ferguson, A. G. (2016). Policing predictive policing. Wash. UL Rev., 94, 1109.
Field, A. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). Thousand Oaks, CA: Sage.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50.
Grover, V. (1993). An empirically derived model for the adoption of customer‐based inter-organizational systems. Decision sciences, 24(3), 603-640.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2018). Multivariate data analysis (8th ed.). Boston: Cengage.
Halaweh, M., & Massry, A. E. (2015). Conceptual model for successful implementation of big data in organizations. Journal of International Technology and Information Management, 24(2), 2.
Harahap, T. H., Dwijendra, N. K. A., Al-Hawary, S. I. S., Iswanto, A. H., Ahmed, N. M., Hasan, Y. M., ... & Mustafa, Y. F. (2022). A New Commodity Distribution Approach Based on Asymmetric Traveler Salesman Using Ant Colony Algorithm. Industrial Engineering & Management Systems, 21(3), 538-546.
Hariri, R. H., Fredericks, E. M., & Bowers, K. M. (2019). Uncertainty in big data analytics: survey, opportunities, and challenges. Journal of Big Data, 6(1), 1-16.
Hartono, E., Holsapple, C. W., Kim, K. Y., Na, K. S., & Simpson, J. T. (2014). Measuring perceived security in B2C electronic commerce website usage: A respecification and validation. Decision support systems, 62, 11-21.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary journal, 6(1), 1-55.
ITAJ: Information Technology Association-Jordan (int@j). (2018). 'ICT & ITES Industry Statistics & Yearbook'. Retrieved from: https://intaj.net/wp-content/Studies/2018.pdf
Jain, C. L. (2016). How to use big data and predictive analytics to improve the success of new products. Review of Business, 37, 48–55.
Jöreskog, K. G. & Sörbom, D. (1986). LISREL VI: Analysis of Linear Structural Relationships by Maximum Likelihood, Instrumental Variables, and Least Squares Methods, Mooresville, IN: Scientific Software.
Kache, F., & S. Seuring. (2017). Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management. International Journal of Operations & Production Management. 37 (1):10-36.
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.
Kobe, K., & Schwinn, R. (2018). Small business GDP 1998-2014. Office of Advocacy, US Small Business Administration: Washington, DC.
Kurdi, B., Alquqa, E., Alzoubi, H., Alshurideh, M., & Al-Hawary, S. (2023). The effect of process quality improvement and lean practices on competitive performance in the UAE healthcare industry. Uncertain Supply Chain Management, 11(1), 261-266.
Lu, Y., & Xu, X. (2019). Cloud-based manufacturing equipment and big data analytics to enable on-demand manufacturing services. Robotics and Computer-Integrated Manufacturing, 57, 92-102.
Majdy Amiruddin, M., Hamoud Alshahrani, S., Dwijendra, N. K., Shelash Al-Hawary, S. I., Turki Jalil, A., Muda, I., ... & Sunarsi, D. (2023). Religious behaviours and commitment among Muslim healthcare workers in Malaysia. HTS Teologiese Studies/Theological Studies, 79(1), 8177.
Marolt, M., Zimmermann, H.-D., Žnidaršič, A., & Pucihar, A. (2020). Exploring social customer relationship management adoption in micro, small and medium-sized enterprises. Journal of Theoretical and Applied Electronic Commerce Research, 15(2), 38-58.
Maroufkhani, P., Ismail, W. K. W., & Ghobakhloo, M. (2020). Big data analytics adoption model for small and medium enterprises. Journal of Science and Technology Policy Management, 11, 483–513.
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.
Mohammad, A.A.S (2019). Customers' electronic loyalty of banks working in Jordan: The effect of electronic customer relationship management. International Journal of Scientific and Technology Research, 8(2), 3809-3815.
Muda, I., Sivaraman, R., Al-Hawary, S. I. S., Rahardja, U., Bader, R. S., Kadarsyah, D., ... & Chaudhary, P. (2022). Hub Location-allocation in Computer-based Networks under Disruption Using Whale Optimization Algorithm. Industrial Engineering & Management Systems, 21(3), 503-515.
Mukhlis, H., Al-Hawary, S. I. S., Linh, H. V., Hani, I. R., & Adnan, S. (2022). Religious capital and job engagement among Malaysian Muslim nurses during the COVID-19 pandemic. HTS Teologiese Studies/Theological Studies, 78(1), 6.
Müller, S & P Jensen (2017). Big data in the Danish industry: Application and value creation. Business Process Management Journal, 23(3), 645–670.
Nizam, T., & Hassan, S. I. (2017). Big data: A survey paper on big data innovation and its technology. International Journal of Advanced Research in Computer Science, 8, 2173– 2177.
O’Donovan, P., Leahy, K., Bruton, K., & O’Sullivan, D. T. (2015). Big data in manufacturing: a systematic mapping study. Journal of Big Data, 2(1), 1-22.
Ogbuokiri, B. O., Udanor, C. N., & Agu, M. N. (2015). Implementing big data analytics for small and medium enterprise (SME) regional growth. IOSR Journal of Computer Engineering, 17(6), 35-43.
Olushola, T., & Abiola, J. O. (2017). The efficacy of technology acceptance model: A review of applicable theoretical models in information technology researches. Journal of Research in Business and Management, 4(11), 70-83.
Pallathadka, H., Al-Hawary, S. I. S., Muda, I., Surahman, S. H., Al-Salami, A. A. A., & Nasimova, Z. (2023). The study of Islamic teachings in education: With an emphasis on behavioural gentleness. HTS Teologiese Studies/Theological Studies, 79(1), 8193.
Park, J. H., & Kim, Y. B. (2021). Factors activating big data adoption by Korean firms. Journal of Computer Information Systems, 61(3), 285-293.
Peterson, R. A., & Kim, Y. (2013). On the relationship between coefficient alpha and composite reliability. Journal of applied psychology, 98(1), 194-198.
Radhakrishnan, G. (2013). Non-experimental research designs: Amenable to nursing contexts. Asian Journal of Nursing Education and Research, 3(1), 25-28.
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.
Razmak, J. & Bélanger, C. (2018), Using the technology acceptance model to predict patient attitude toward personal health records in regional communities, Information Technology & People, 31(2), 306-326.
Salleh, K. A., & Janczewski, L. (2019). Security considerations in big data solutions adoption: Lessons from a case study on a banking institution. Procedia Computer Science, 164, 168-176.
Schermelleh-Engel, K., Moosbrugger, H. & Müller, H. (2003). Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures. Methods of Psychological Research Online, 8(2), 23-74.
Sebalj, D., Živković, A., & Hodak, K. (2016). Big data: Changes in data management. Ekonomski vjesnik/Econviews-Review of Contemporary Business, Entrepreneurship and Economic Issues, 29(2), 487-499.
Shahbaz, M., Gao, C., Zhai, L., Shahzad, F., & Hu, Y. (2019). Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change. Journal of Big Data, 6(1), 1-20.
Shin, D. H., & Bohlin, E. (2020). Demystifying big data: Anatomy of big data developmental process. Telecommunications Policy, 40, 837-854.
Sivarajah, U., Kamal, M. M., Irani, Z., & Weerakkody, V. (2017). Critical analysis of Big Data challenges and analytical methods. Journal of Business Research, 70, 263-286.
Soon, K. W. K., Lee, C. A., & Boursier, P. (2016). A study of the determinants affecting adoption of big data using integrated Technology Acceptance Model (TAM) and diffusion of innovation (DOI) in Malaysia. International journal of applied business and economic research, 14(1), 17-47.
Sun, S., Cegielski, C. G., Jia, L., & Hall, D. J. (2018). Understanding the factors affecting the organizational adoption of big data. Journal of Computer Information Systems, 58(3), 193-203.
Surbakti, F. P. S., Wang, W., Indulska, M., & Sadiq, S. (2020). Factors influencing effective use of big data: A research framework. Information & Management, 57(1), 103146.
Tao, F., Qi, Q., Liu, A., & Kusiak, A. (2018). Data-driven smart manufacturing. Journal of Manufacturing Systems, 48, 157-169.
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science, 46(2), 186-204.
Verma, S. (2017). The adoption of big data services by manufacturing firms: an empirical investigation in India. JISTEM-Journal of Information Systems and Technology Management, 14, 39-68.
Verma, S., Bhattacharyya, S. S., & Kumar, S. (2018). An extension of the technology acceptance model in the big data analytics system implementation environment. Information Processing & Management, 54(5), 791-806.
Weerakkody, V., Kapoor, K., Balta, M. E., Irani, Z., & Dwivedi, Y. K. (2017). Factors influencing user acceptance of public sector big open data. Production planning & control, 28(11-12), 891-905.
Yang, E., & Bayapu, I. (2020). Big data analytics and facilities management: A case study. Facilities, 38, 268–281.
Yudhistira, D. S., & Sushandoyo, D. (2018). Listening to the Voice of the Consumer: Expanding Technology Acceptance Model for Online Transportation Context. The Asian Journal of Technology Management, 11(2), 125-136.
Zahran, B., Ayyoub, B., Abu-Ain, W., Hadi, W., & Al-Hawary, S. (2023). A fuzzy based model for rainfall prediction. International Journal of Data and Network Science, 7(1), 97-106.
Zandieh, S. O., Yoon-Flannery, K., Kuperman, G. J., Langsam, D. J., Hyman, D., & Kaushal, R. (2008). Challenges to EHR implementation in electronic-versus paper-based office practices. Journal of general internal medicine, 23(6), 755-761.
Ahsaan, S. U., & Mourya, A. K. (2019). Big data analytics: challenges and technologies. Annals of the Faculty of Engineering Hunedoara, 17(4), 75-79.
Aityassine, F., Soumadi, M., Aldiabat, B., Al-Shorman, H., Akour, I., Alshurideh, M., & Al-Hawary, S. (2022). The effect of supply chain resilience on supply chain performance of chemical industrial companies. Uncertain Supply Chain Management, 10(4), 1271-1278.
Ajimoko, O. J. (2018). Considerations for the Adoption of Cloud based Big Data Analytics in Small Business Enterprises. Electronic Journal of Information Systems Evaluation, 21(2), 63-79.
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 Science, 6(3), 693-702.
Al-Azzam, M. K., & Alazzam, M. B. (2019). Smart city and smart-health framework, challenges and opportunities. International Journal of Advanced Computer Science and Applications, 10(2), 171-176.
Al-Azzam, M. K., Alazzam, M. B., & Al-Manasra, M. K. (2019). MHealth for decision making support: A case study of EHealth in the public sector. International Journal of Advanced Computer Science and Applications, 10(5), 381-387.
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.
Al-Hawary, S. I. S., & Obiadat, A. A. (2021). Does mobile marketing affect customer loyalty in Jordan?. International Journal of Business Excellence, 23(2), 226-250.
Al-Nawafah, S., Al-Shorman, H., Aityassine, F., Khrisat, F., Hunitie, M., Mohammad, A., & Al-Hawary, S. (2022). The effect of supply chain management through social media on competitiveness of the private hospitals in Jordan. Uncertain Supply Chain Management, 10(3), 737-746.
Alolayyan, M., Al-Qudah, M., Hunitie, M., Akour, I., Alneimat, S., Al-Hawary, S., & Alshurideh, M. (2022). Validating the operational flexibility dimensions in the medical service sectors. Uncertain Supply Chain Management, 10(4), 1397-1404.
Al-Rwaidan, R., Aldossary, N., Eldahamsheh, M., Al-Azzam, M., Al-Quran, A., & Al-Hawary, S. (2023). The impact of cloud-based solutions on digital transformation of HR practices. International Journal of Data and Network Science, 7(1), 83-90.
Alsghaier, H., Akour, M., Shehabat, I., & Aldiabat, S. (2017). The importance of Big Data Analytics in business: A Case study. American Journal of Software Engineering and Applications, 6(4), 111-115.
Alshawabkeh, R., AL-Awamleh, H., Alkhawaldeh, M., Kanaan, R., Al-Hawary, S., Mohammad, A., & Alkhawalda, R. (2022). The mediating role of supply chain management on the relationship between big data and supply chain performance using SCOR model. Uncertain Supply Chain Management, 10(3), 729-736.
Al-Shormana, H., Alshawabkeh, R., Aldaihani, F., Aityassine, F., Mohammad, A., & Al-Hawary, S. (2021). Drivers of E-training Intention to Use in the private universities in Jordan. International Journal of Data and Network Science, 5(4), 831–836.
AL-Tamimi, K. A., & Jaradat, M. S. (2019). The role of small medium enterprises in reducing the problem of unemployment in Jordan. International Journal of Development and Economic Sustainability, 7(2), 28-36.
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.
Arpaci, I., Yardimci Cetin, Y., & Turetken, O. (2015). Impact of perceived security on organizational adoption of smartphones. Cyberpsychology, Behavior, and Social Networking, 18(10), 602-608.
Attiany, M., Al-kharabsheh, S., Abed-Qader, M., Al-Hawary, S., Mohammad, A., & Rahamneh, A. (2023). Barriers to adopt industry 4.0 in supply chains using interpretive structural modeling. Uncertain Supply Chain Management, 11(1), 299-306.
Bayraktaroglu, S., Kahya, V., Atay, E., & Ilhan, H. (2019). Application of expanded technology acceptance model for enhancing the HRIS usage in SMEs. International Journal of Applied Management and Technology, 18(1), 48–66.
Boudlaie, H., Boghosian, A., Chandra, T., Al-Hawary, S. I. S., Hussein, R. A., Talib, S. G., ... & Iswanto, A. H. (2022). Investigating the effect of humility of Muslim leaders on the moral behaviours of followers and spirituality at work in Islamic society. HTS Teologiese Studies/Theological Studies, 78(1), 6.
Brock, V., & Khan, H. U. (2017). Big data analytics: does organizational factor matters impact technology acceptance? Journal of Big Data, 4(1), 1-28.
Broeders, D., Schrijvers, E., van der Sloot, B., van Brakel, R., de Hoog, J., & Ballin, E. H. (2017). Big Data and security policies: Towards a framework for regulating the phases of analytics and use of Big Data. Computer Law & Security Review, 33(3), 309-323.
Bumblauskas, D., Nold, H., Bumblauskas, P., & Igou, A. (2017). Big data analytics: transforming data to action. Business Process Management Journal, 23(3), 703-720.
Byrne, B. M. (2013). Structural Equation Modelling with AMOS: Basic Concepts, Applications, and Programming, Routledge.
Claes, V., Devriendt, E., Tournoy, J., & Milisen, K. (2015). Attitudes and perceptions of adults of 60 years and older towards in-home monitoring of the activities of daily living with contactless sensors: an explorative study. International journal of nursing studies, 52(1), 134-148.
Coleman, S., Göb, R., Manco, G., Pievatolo, A., Tort‐Martorell, X., & Reis, M. S. (2016). How can SMEs benefit from big data? Challenges and a path forward. Quality and Reliability Engineering International, 32(6), 2151-2164.
Cui, F., Lin, D., & Qu, H. (2018). The impact of perceived security and consumer innovativeness on e-loyalty in online travel shopping. Journal of Travel & Tourism Marketing, 35(6), 819-834.
Davis, F. (1989). Perceived usefulness, perceived ease of use, and user acceptance of IT. MIS Quarterly, 13, 319–340.
Dubey, R., Gunasekaran, A., Childe, S. J., Wamba, S. F., & Papadopoulos, T. (2016). The impact of big data on world-class sustainable manufacturing. The International Journal of Advanced Manufacturing Technology, 84(1-4), 631-645.
Dwijendra, N. K. A., Arsana, I. G. N. K., Al-Hawary, S. I. S., Prakaash, A. S., Parra, R. M. R., Jalil, A. T., & Hammid, A. T. (2023). Operation of the Multiple Energy System with Optimal Coordination of the Consumers in Energy Market. Environmental and Climate Technologies, 27(1), 1-13.
Eldahamsheh, M.M., Almomani, H.M., Bani-Khaled, A.K.,Al-Quran, A.Z., Al-Hawary, S.I.S& Mohammad, A.A (2021). Factors Affecting Digital Marketing Success in Jordan. International Journal of Entrepreneurship, 25(S5), 1-12.
Félix, B. M., Tavares, E., & Cavalcante, N. W. F. (2018). Critical success factors for Big Data adoption in the virtual retail: Magazine Luiza case study. Revista Brasileira de Gestão de Negócios, 20, 112-126.
Ferguson, A. G. (2016). Policing predictive policing. Wash. UL Rev., 94, 1109.
Field, A. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). Thousand Oaks, CA: Sage.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50.
Grover, V. (1993). An empirically derived model for the adoption of customer‐based inter-organizational systems. Decision sciences, 24(3), 603-640.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2018). Multivariate data analysis (8th ed.). Boston: Cengage.
Halaweh, M., & Massry, A. E. (2015). Conceptual model for successful implementation of big data in organizations. Journal of International Technology and Information Management, 24(2), 2.
Harahap, T. H., Dwijendra, N. K. A., Al-Hawary, S. I. S., Iswanto, A. H., Ahmed, N. M., Hasan, Y. M., ... & Mustafa, Y. F. (2022). A New Commodity Distribution Approach Based on Asymmetric Traveler Salesman Using Ant Colony Algorithm. Industrial Engineering & Management Systems, 21(3), 538-546.
Hariri, R. H., Fredericks, E. M., & Bowers, K. M. (2019). Uncertainty in big data analytics: survey, opportunities, and challenges. Journal of Big Data, 6(1), 1-16.
Hartono, E., Holsapple, C. W., Kim, K. Y., Na, K. S., & Simpson, J. T. (2014). Measuring perceived security in B2C electronic commerce website usage: A respecification and validation. Decision support systems, 62, 11-21.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary journal, 6(1), 1-55.
ITAJ: Information Technology Association-Jordan (int@j). (2018). 'ICT & ITES Industry Statistics & Yearbook'. Retrieved from: https://intaj.net/wp-content/Studies/2018.pdf
Jain, C. L. (2016). How to use big data and predictive analytics to improve the success of new products. Review of Business, 37, 48–55.
Jöreskog, K. G. & Sörbom, D. (1986). LISREL VI: Analysis of Linear Structural Relationships by Maximum Likelihood, Instrumental Variables, and Least Squares Methods, Mooresville, IN: Scientific Software.
Kache, F., & S. Seuring. (2017). Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management. International Journal of Operations & Production Management. 37 (1):10-36.
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.
Kobe, K., & Schwinn, R. (2018). Small business GDP 1998-2014. Office of Advocacy, US Small Business Administration: Washington, DC.
Kurdi, B., Alquqa, E., Alzoubi, H., Alshurideh, M., & Al-Hawary, S. (2023). The effect of process quality improvement and lean practices on competitive performance in the UAE healthcare industry. Uncertain Supply Chain Management, 11(1), 261-266.
Lu, Y., & Xu, X. (2019). Cloud-based manufacturing equipment and big data analytics to enable on-demand manufacturing services. Robotics and Computer-Integrated Manufacturing, 57, 92-102.
Majdy Amiruddin, M., Hamoud Alshahrani, S., Dwijendra, N. K., Shelash Al-Hawary, S. I., Turki Jalil, A., Muda, I., ... & Sunarsi, D. (2023). Religious behaviours and commitment among Muslim healthcare workers in Malaysia. HTS Teologiese Studies/Theological Studies, 79(1), 8177.
Marolt, M., Zimmermann, H.-D., Žnidaršič, A., & Pucihar, A. (2020). Exploring social customer relationship management adoption in micro, small and medium-sized enterprises. Journal of Theoretical and Applied Electronic Commerce Research, 15(2), 38-58.
Maroufkhani, P., Ismail, W. K. W., & Ghobakhloo, M. (2020). Big data analytics adoption model for small and medium enterprises. Journal of Science and Technology Policy Management, 11, 483–513.
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.
Mohammad, A.A.S (2019). Customers' electronic loyalty of banks working in Jordan: The effect of electronic customer relationship management. International Journal of Scientific and Technology Research, 8(2), 3809-3815.
Muda, I., Sivaraman, R., Al-Hawary, S. I. S., Rahardja, U., Bader, R. S., Kadarsyah, D., ... & Chaudhary, P. (2022). Hub Location-allocation in Computer-based Networks under Disruption Using Whale Optimization Algorithm. Industrial Engineering & Management Systems, 21(3), 503-515.
Mukhlis, H., Al-Hawary, S. I. S., Linh, H. V., Hani, I. R., & Adnan, S. (2022). Religious capital and job engagement among Malaysian Muslim nurses during the COVID-19 pandemic. HTS Teologiese Studies/Theological Studies, 78(1), 6.
Müller, S & P Jensen (2017). Big data in the Danish industry: Application and value creation. Business Process Management Journal, 23(3), 645–670.
Nizam, T., & Hassan, S. I. (2017). Big data: A survey paper on big data innovation and its technology. International Journal of Advanced Research in Computer Science, 8, 2173– 2177.
O’Donovan, P., Leahy, K., Bruton, K., & O’Sullivan, D. T. (2015). Big data in manufacturing: a systematic mapping study. Journal of Big Data, 2(1), 1-22.
Ogbuokiri, B. O., Udanor, C. N., & Agu, M. N. (2015). Implementing big data analytics for small and medium enterprise (SME) regional growth. IOSR Journal of Computer Engineering, 17(6), 35-43.
Olushola, T., & Abiola, J. O. (2017). The efficacy of technology acceptance model: A review of applicable theoretical models in information technology researches. Journal of Research in Business and Management, 4(11), 70-83.
Pallathadka, H., Al-Hawary, S. I. S., Muda, I., Surahman, S. H., Al-Salami, A. A. A., & Nasimova, Z. (2023). The study of Islamic teachings in education: With an emphasis on behavioural gentleness. HTS Teologiese Studies/Theological Studies, 79(1), 8193.
Park, J. H., & Kim, Y. B. (2021). Factors activating big data adoption by Korean firms. Journal of Computer Information Systems, 61(3), 285-293.
Peterson, R. A., & Kim, Y. (2013). On the relationship between coefficient alpha and composite reliability. Journal of applied psychology, 98(1), 194-198.
Radhakrishnan, G. (2013). Non-experimental research designs: Amenable to nursing contexts. Asian Journal of Nursing Education and Research, 3(1), 25-28.
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.
Razmak, J. & Bélanger, C. (2018), Using the technology acceptance model to predict patient attitude toward personal health records in regional communities, Information Technology & People, 31(2), 306-326.
Salleh, K. A., & Janczewski, L. (2019). Security considerations in big data solutions adoption: Lessons from a case study on a banking institution. Procedia Computer Science, 164, 168-176.
Schermelleh-Engel, K., Moosbrugger, H. & Müller, H. (2003). Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures. Methods of Psychological Research Online, 8(2), 23-74.
Sebalj, D., Živković, A., & Hodak, K. (2016). Big data: Changes in data management. Ekonomski vjesnik/Econviews-Review of Contemporary Business, Entrepreneurship and Economic Issues, 29(2), 487-499.
Shahbaz, M., Gao, C., Zhai, L., Shahzad, F., & Hu, Y. (2019). Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change. Journal of Big Data, 6(1), 1-20.
Shin, D. H., & Bohlin, E. (2020). Demystifying big data: Anatomy of big data developmental process. Telecommunications Policy, 40, 837-854.
Sivarajah, U., Kamal, M. M., Irani, Z., & Weerakkody, V. (2017). Critical analysis of Big Data challenges and analytical methods. Journal of Business Research, 70, 263-286.
Soon, K. W. K., Lee, C. A., & Boursier, P. (2016). A study of the determinants affecting adoption of big data using integrated Technology Acceptance Model (TAM) and diffusion of innovation (DOI) in Malaysia. International journal of applied business and economic research, 14(1), 17-47.
Sun, S., Cegielski, C. G., Jia, L., & Hall, D. J. (2018). Understanding the factors affecting the organizational adoption of big data. Journal of Computer Information Systems, 58(3), 193-203.
Surbakti, F. P. S., Wang, W., Indulska, M., & Sadiq, S. (2020). Factors influencing effective use of big data: A research framework. Information & Management, 57(1), 103146.
Tao, F., Qi, Q., Liu, A., & Kusiak, A. (2018). Data-driven smart manufacturing. Journal of Manufacturing Systems, 48, 157-169.
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management science, 46(2), 186-204.
Verma, S. (2017). The adoption of big data services by manufacturing firms: an empirical investigation in India. JISTEM-Journal of Information Systems and Technology Management, 14, 39-68.
Verma, S., Bhattacharyya, S. S., & Kumar, S. (2018). An extension of the technology acceptance model in the big data analytics system implementation environment. Information Processing & Management, 54(5), 791-806.
Weerakkody, V., Kapoor, K., Balta, M. E., Irani, Z., & Dwivedi, Y. K. (2017). Factors influencing user acceptance of public sector big open data. Production planning & control, 28(11-12), 891-905.
Yang, E., & Bayapu, I. (2020). Big data analytics and facilities management: A case study. Facilities, 38, 268–281.
Yudhistira, D. S., & Sushandoyo, D. (2018). Listening to the Voice of the Consumer: Expanding Technology Acceptance Model for Online Transportation Context. The Asian Journal of Technology Management, 11(2), 125-136.
Zahran, B., Ayyoub, B., Abu-Ain, W., Hadi, W., & Al-Hawary, S. (2023). A fuzzy based model for rainfall prediction. International Journal of Data and Network Science, 7(1), 97-106.
Zandieh, S. O., Yoon-Flannery, K., Kuperman, G. J., Langsam, D. J., Hyman, D., & Kaushal, R. (2008). Challenges to EHR implementation in electronic-versus paper-based office practices. Journal of general internal medicine, 23(6), 755-761.