How to cite this paper
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.
Refrences
AlHamad, A., Alshurideh, M., Alomari, K., Kurdi, B., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022). The effect of electronic human resources management on organizational health of telecommuni-cations companies in Jordan. Inter-national Journal of Data and Network Science, 6(2), 429-438.
Al-Hawary, S. I., & Al-Namlan, A. (2018). Impact of Electronic Human Resources Management on the Organizational Learning at the Private Hospitals in the State of Qatar. Global Journal of Management and Business Research: A Ad-ministration and Management, 18(7), 1–11.
Al-Hawary, S. I. S., & Alhajri, T. M. S. (2020). Effect of Electronic Customer Relationship Management on Customers' Electronic Satisfaction of Communication Companies in Kuwait. Calitatea, 21(175), 97-102.
Al-Hawary, S. I. S., & Al-Rasheedy, H. H. (2021). The effect of strategic learning for human resources on dynamic capa-bilities of airlines companies in Kuwait. International Journal of Business Information Systems, 37(4), 421-441.
Al-Hawary, S. I. S., & Alwan, A. M. (2016). Knowledge Management and Its Effect on Strategic Decisions of Jordanian Public Universities. Journal of Accounting-Business & Management, 23(2), 24–44. Retrieved from http://journal.stie-mce.ac.id/index.php/jabminternational/article/view/106
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-Hawary, S. I., & Al-Syasneh, M. S. (2020). Impact of dynamic strategic capabilities on strategic entrepreneurship in presence of outsourcing of five stars hotels in Jordan. Business: Theory and Practice, 21(2), 578-587.
Allahow, T. J. A. A., Al-Hawary, S. I. S., & Aldaihani, F. M. F. (2018). Information Technology and Administrative Inno-vation of the Central Agency for Information Technology in Kuwait. Global Journal of Management and Business, 18(11-A), 1–16. Retrieved from https://www.journalofbusiness.org/index.php/GJMBR/article/view/2593
Al-Nady, B. A., Al-Hawary, S. I., & Alolayyan, M. (2013). Strategic Management as a Key for Superior Competitive Ad-vantage of Sanitary Ware Suppliers in Kingdom of Saudi Arabia. International Journal of Management and Infor-mation Technology, 7(2), 1042–1058. https://doi.org/10.24297/ijmit.v7i2.3237
Al-Nady, B. A., Al-Hawary, S. I., & Alolayyan, M. (2016). The Role of Time, Communication, and Cost Management on Project Management Success: an Empirical Study on Sample of Construction Projects Customers in Makkah City, Kingdom of Saudi Arabia. International Journal of Services and Operations Management, 23(1), 76–112. https://doi.org/10.1504/IJSOM.2016.073293
AlTaweel, I. R., & Al-Hawary, S. I. (2021). The Mediating Role of Innovation Capability on the Relationship between Strategic Agility and Organizational Performance. Sustainability, 13(14), 7564.
Brown, T. (2015). Confirmatory factor analysis for applied research (Second edition). The Guilford Press
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.
De Mauro, A., Greco, M., & Grimaldi, M. (2015, February). What is big data? A consensual definition and a review of key research topics. InProceedings of the AIP conference (Vol. 1644, No. 1, pp. 97-104). American Institute of Phys-ics.https://doi.org/10.1063/1.4907823
Dooley, R. S., & Fryxell, G. E. (1999). Attaining decision quality and commitment from dissent: The moderating effects of loyalty and competence in strategic decision-making teams. Academy of Management journal, 42(4), 389-402.https://doi.org/10.5465/257010
El Alaoui, I., Gahi, Y., & Messoussi, R. (2019, June). Big data quality metrics for sentiment analysis approaches. In Pro-ceedings of the 2019 International Conference on Big Data Engineering (pp. 36-43).https://doi.org/10.1145/3341620.3341629
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, 1-12.
Franke, G., &Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: a comparison of four proce-dures. Internet Research, 29(3), 430-447.
Ghasemaghaei, M. (2018). Improving organizational performance through the use of big data. Journal of Computer Infor-mation Systems.https://doi.org/10.1080/08874417.2018.1496805
Ghasemaghaei, M. (2021). Understanding the impact of big data on firm performance: The necessity of conceptually dif-ferentiating among big data characteristics. International Journal of Information Management, 57, 102055.https://doi.org/10.1016/j.ijinfomgt.2019.102055
Ghasemaghaei, M., & Calic, G. (2020). Assessing the impact of big data on firm innovation performance: Big data is not always better data. Journal of Business Research, 108, 147-162.https://doi.org/10.1016/j.jbusres.2019.09.062
Ghasemaghaei, M., Ebrahimi, S., & Hassanein, K. (2018). Data analytics competency for improving firm decision making performance. The Journal of Strategic Information Systems, 27(1), 101-113.https://doi.org/10.1016/j.jsis.2017.10.001
Harri, A., Maples, J. G., Riley, J. M., & Tack, J. B. (2020). Firm decision making under both input and output price uncer-tainty. Journal of Agricultural and Resource Economics, 45(3), 549-570.
Huang, C. K., Wang, T., & Huang, T. Y. (2018). Initial evidence on the impact of big data implementation on firm per-formance. Information Systems Frontiers, 22(2), 475-487.https://doi.org/10.1007/s10796-018-9872-5
Hwang, M. I., & Lin, J. W. (1999). Information dimension, information overload and decision quality. Journal of infor-mation science, 25(3), 213-218.https://doi.org/10.1177/016555159902500305
Jeble, S., Kumari, S., & Patil, Y. (2018). Role of big data in decision making. Operations and Supply Chain Management: An International Journal, 11(1), 36-44.http://doi.org/10.31387/oscm0300198
Kephart, G., Packer, T.L., Audulv, A., &Warner, G. (2019). The structural and convergent validity of three commonly used measures of self-management in persons with neurological conditions. Quality of Life Research, 28(2), 545-556.
Kościelniak, H., & Puto, A. (2015). BIG DATA in decision making processes of enterprises. Procedia Computer Science, 65, 1052-1058.https://doi.org/10.1016/j.procs.2015.09.053
Leidner, D. E., & Elam, J. J. (1993). Executive information systems: their impact on executive decision making. Journal of Management Information Systems, 10(3), 139-155. https://doi.org/10.1080/07421222.1993.11518014
Merendino, A., Dibb, S., Meadows, M., Quinn, L., Wilson, D., Simkin, L., & Canhoto, A. (2018). Big data, big decisions: The impact of big data on board level decision-making. Journal of Business Research, 93, 67-78.https://doi.org/10.1016/j.jbusres.2018.08.029
Nara, E. O. B., da Costa, M. B., Baierle, I. C., Schaefer, J. L., Benitez, G. B., do Santos, L. M. A. L., & Benitez, L. B. (2021). Expected impact of industry 4.0 technologies on sustainable development: A study in the context of Brazil's plastic industry. Sustainable Production and Consumption, 25, 102-122.https://doi.org/10.1016/j.spc.2020.07.018
Niemand, T., &Mai, R. (2018). Flexible cutoff values for fit indices in the evaluation of structural equation models. Jour-nal of the Academy of Marketing Science, 46(6), 1148-1172.
Popovič, A., Hackney, R., Tassabehji, R., & Castelli, M. (2018). The impact of big data analytics on firms’ high value business performance. Information Systems Frontiers, 20(2), 209-222.https://doi.org/10.1007/s10796-016-9720-4
Raghunathan, S. (1999). Impact of information quality and decision-maker quality on decision quality: a theoretical model and simulation analysis. Decision support systems, 26(4), 275-286. https://doi.org/10.1016/S0167-9236(99)00060-3
Ruschel, E., Santos, E. A. P., & Loures, E. D. F. R. (2017). Industrial maintenance decision-making: A systematic litera-ture review. Journal of Manufacturing Systems, 45, 180-194. https://doi.org/10.1016/j.jmsy.2017.09.003
Sagiroglu, S., & Sinanc, D. (2013, May). Big data: A review. In Proceedings of the 2013 international conference on col-laboration technologies and systems (CTS) (pp. 42-47). IEEE.https://doi.org/10.1109/CTS.2013.6567202
Sekaran, U., &Bougie, R. (2016). Research methods for business: a skill-building approach (Seventh edition). Wiley.
Senaviratna, N.A., &Cooray, T.M. (2019). Diagnosing Multicollinearity of Logistic Regression Model. Asian Journal of Probability and Statistics, 5(2), 1-9.
Shamim, S., Zeng, J., Shariq, S.M., &Khan, Z. (2019). Role of big data management in enhancing big data decision-making capability and quality among Chinese firms: A dynamic capabilities view. Information & Management, 56(6), 1-12.
Shi, D., Lee, T., &Maydeu-Olivares, A. (2019). Understanding the Model Size Effect on SEM Fit Indices. Educational and Psychological Measurement, 79(2), 310-334.
Tariq, E., Alshurideh, M., Akour, I., & Al-Hawary, S. (2022). The effect of digital marketing capabilities on organization-al ambidexterity of the information technology sector. International Journal of Data and Network Science, 6(2), 401-408.
TRC (2020). Annual report 2020. Telecommunication Regulatory Commission.
Ward, J. S., & Barker, A. (2013). Undefined by data: a survey of big data definitions. arXiv preprint arXiv:1309.5821.Available at:https://arxiv.org/abs/1309.5821
Watkins, M.W. (2017). The reliability of multidimensional neuropsychological measures: from alpha to omega. The Clin-ical Neuropsychologist, 31(7), 1113-1126.
Wieder, B., & Ossimitz, M. L. (2015). The impact of Business Intelligence on the quality of decision making–a mediation model. Procedia Computer Science, 64, 1163-1171.https://doi.org/10.1016/j.procs.2015.08.599
Xia, Y.,&Yang, Y. (2019). RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The story they tell depends on the estimation methods. Behavior Research Methods, 51(1), 409-428.
Al-Hawary, S. I., & Al-Namlan, A. (2018). Impact of Electronic Human Resources Management on the Organizational Learning at the Private Hospitals in the State of Qatar. Global Journal of Management and Business Research: A Ad-ministration and Management, 18(7), 1–11.
Al-Hawary, S. I. S., & Alhajri, T. M. S. (2020). Effect of Electronic Customer Relationship Management on Customers' Electronic Satisfaction of Communication Companies in Kuwait. Calitatea, 21(175), 97-102.
Al-Hawary, S. I. S., & Al-Rasheedy, H. H. (2021). The effect of strategic learning for human resources on dynamic capa-bilities of airlines companies in Kuwait. International Journal of Business Information Systems, 37(4), 421-441.
Al-Hawary, S. I. S., & Alwan, A. M. (2016). Knowledge Management and Its Effect on Strategic Decisions of Jordanian Public Universities. Journal of Accounting-Business & Management, 23(2), 24–44. Retrieved from http://journal.stie-mce.ac.id/index.php/jabminternational/article/view/106
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-Hawary, S. I., & Al-Syasneh, M. S. (2020). Impact of dynamic strategic capabilities on strategic entrepreneurship in presence of outsourcing of five stars hotels in Jordan. Business: Theory and Practice, 21(2), 578-587.
Allahow, T. J. A. A., Al-Hawary, S. I. S., & Aldaihani, F. M. F. (2018). Information Technology and Administrative Inno-vation of the Central Agency for Information Technology in Kuwait. Global Journal of Management and Business, 18(11-A), 1–16. Retrieved from https://www.journalofbusiness.org/index.php/GJMBR/article/view/2593
Al-Nady, B. A., Al-Hawary, S. I., & Alolayyan, M. (2013). Strategic Management as a Key for Superior Competitive Ad-vantage of Sanitary Ware Suppliers in Kingdom of Saudi Arabia. International Journal of Management and Infor-mation Technology, 7(2), 1042–1058. https://doi.org/10.24297/ijmit.v7i2.3237
Al-Nady, B. A., Al-Hawary, S. I., & Alolayyan, M. (2016). The Role of Time, Communication, and Cost Management on Project Management Success: an Empirical Study on Sample of Construction Projects Customers in Makkah City, Kingdom of Saudi Arabia. International Journal of Services and Operations Management, 23(1), 76–112. https://doi.org/10.1504/IJSOM.2016.073293
AlTaweel, I. R., & Al-Hawary, S. I. (2021). The Mediating Role of Innovation Capability on the Relationship between Strategic Agility and Organizational Performance. Sustainability, 13(14), 7564.
Brown, T. (2015). Confirmatory factor analysis for applied research (Second edition). The Guilford Press
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.
De Mauro, A., Greco, M., & Grimaldi, M. (2015, February). What is big data? A consensual definition and a review of key research topics. InProceedings of the AIP conference (Vol. 1644, No. 1, pp. 97-104). American Institute of Phys-ics.https://doi.org/10.1063/1.4907823
Dooley, R. S., & Fryxell, G. E. (1999). Attaining decision quality and commitment from dissent: The moderating effects of loyalty and competence in strategic decision-making teams. Academy of Management journal, 42(4), 389-402.https://doi.org/10.5465/257010
El Alaoui, I., Gahi, Y., & Messoussi, R. (2019, June). Big data quality metrics for sentiment analysis approaches. In Pro-ceedings of the 2019 International Conference on Big Data Engineering (pp. 36-43).https://doi.org/10.1145/3341620.3341629
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, 1-12.
Franke, G., &Sarstedt, M. (2019). Heuristics versus statistics in discriminant validity testing: a comparison of four proce-dures. Internet Research, 29(3), 430-447.
Ghasemaghaei, M. (2018). Improving organizational performance through the use of big data. Journal of Computer Infor-mation Systems.https://doi.org/10.1080/08874417.2018.1496805
Ghasemaghaei, M. (2021). Understanding the impact of big data on firm performance: The necessity of conceptually dif-ferentiating among big data characteristics. International Journal of Information Management, 57, 102055.https://doi.org/10.1016/j.ijinfomgt.2019.102055
Ghasemaghaei, M., & Calic, G. (2020). Assessing the impact of big data on firm innovation performance: Big data is not always better data. Journal of Business Research, 108, 147-162.https://doi.org/10.1016/j.jbusres.2019.09.062
Ghasemaghaei, M., Ebrahimi, S., & Hassanein, K. (2018). Data analytics competency for improving firm decision making performance. The Journal of Strategic Information Systems, 27(1), 101-113.https://doi.org/10.1016/j.jsis.2017.10.001
Harri, A., Maples, J. G., Riley, J. M., & Tack, J. B. (2020). Firm decision making under both input and output price uncer-tainty. Journal of Agricultural and Resource Economics, 45(3), 549-570.
Huang, C. K., Wang, T., & Huang, T. Y. (2018). Initial evidence on the impact of big data implementation on firm per-formance. Information Systems Frontiers, 22(2), 475-487.https://doi.org/10.1007/s10796-018-9872-5
Hwang, M. I., & Lin, J. W. (1999). Information dimension, information overload and decision quality. Journal of infor-mation science, 25(3), 213-218.https://doi.org/10.1177/016555159902500305
Jeble, S., Kumari, S., & Patil, Y. (2018). Role of big data in decision making. Operations and Supply Chain Management: An International Journal, 11(1), 36-44.http://doi.org/10.31387/oscm0300198
Kephart, G., Packer, T.L., Audulv, A., &Warner, G. (2019). The structural and convergent validity of three commonly used measures of self-management in persons with neurological conditions. Quality of Life Research, 28(2), 545-556.
Kościelniak, H., & Puto, A. (2015). BIG DATA in decision making processes of enterprises. Procedia Computer Science, 65, 1052-1058.https://doi.org/10.1016/j.procs.2015.09.053
Leidner, D. E., & Elam, J. J. (1993). Executive information systems: their impact on executive decision making. Journal of Management Information Systems, 10(3), 139-155. https://doi.org/10.1080/07421222.1993.11518014
Merendino, A., Dibb, S., Meadows, M., Quinn, L., Wilson, D., Simkin, L., & Canhoto, A. (2018). Big data, big decisions: The impact of big data on board level decision-making. Journal of Business Research, 93, 67-78.https://doi.org/10.1016/j.jbusres.2018.08.029
Nara, E. O. B., da Costa, M. B., Baierle, I. C., Schaefer, J. L., Benitez, G. B., do Santos, L. M. A. L., & Benitez, L. B. (2021). Expected impact of industry 4.0 technologies on sustainable development: A study in the context of Brazil's plastic industry. Sustainable Production and Consumption, 25, 102-122.https://doi.org/10.1016/j.spc.2020.07.018
Niemand, T., &Mai, R. (2018). Flexible cutoff values for fit indices in the evaluation of structural equation models. Jour-nal of the Academy of Marketing Science, 46(6), 1148-1172.
Popovič, A., Hackney, R., Tassabehji, R., & Castelli, M. (2018). The impact of big data analytics on firms’ high value business performance. Information Systems Frontiers, 20(2), 209-222.https://doi.org/10.1007/s10796-016-9720-4
Raghunathan, S. (1999). Impact of information quality and decision-maker quality on decision quality: a theoretical model and simulation analysis. Decision support systems, 26(4), 275-286. https://doi.org/10.1016/S0167-9236(99)00060-3
Ruschel, E., Santos, E. A. P., & Loures, E. D. F. R. (2017). Industrial maintenance decision-making: A systematic litera-ture review. Journal of Manufacturing Systems, 45, 180-194. https://doi.org/10.1016/j.jmsy.2017.09.003
Sagiroglu, S., & Sinanc, D. (2013, May). Big data: A review. In Proceedings of the 2013 international conference on col-laboration technologies and systems (CTS) (pp. 42-47). IEEE.https://doi.org/10.1109/CTS.2013.6567202
Sekaran, U., &Bougie, R. (2016). Research methods for business: a skill-building approach (Seventh edition). Wiley.
Senaviratna, N.A., &Cooray, T.M. (2019). Diagnosing Multicollinearity of Logistic Regression Model. Asian Journal of Probability and Statistics, 5(2), 1-9.
Shamim, S., Zeng, J., Shariq, S.M., &Khan, Z. (2019). Role of big data management in enhancing big data decision-making capability and quality among Chinese firms: A dynamic capabilities view. Information & Management, 56(6), 1-12.
Shi, D., Lee, T., &Maydeu-Olivares, A. (2019). Understanding the Model Size Effect on SEM Fit Indices. Educational and Psychological Measurement, 79(2), 310-334.
Tariq, E., Alshurideh, M., Akour, I., & Al-Hawary, S. (2022). The effect of digital marketing capabilities on organization-al ambidexterity of the information technology sector. International Journal of Data and Network Science, 6(2), 401-408.
TRC (2020). Annual report 2020. Telecommunication Regulatory Commission.
Ward, J. S., & Barker, A. (2013). Undefined by data: a survey of big data definitions. arXiv preprint arXiv:1309.5821.Available at:https://arxiv.org/abs/1309.5821
Watkins, M.W. (2017). The reliability of multidimensional neuropsychological measures: from alpha to omega. The Clin-ical Neuropsychologist, 31(7), 1113-1126.
Wieder, B., & Ossimitz, M. L. (2015). The impact of Business Intelligence on the quality of decision making–a mediation model. Procedia Computer Science, 64, 1163-1171.https://doi.org/10.1016/j.procs.2015.08.599
Xia, Y.,&Yang, Y. (2019). RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The story they tell depends on the estimation methods. Behavior Research Methods, 51(1), 409-428.