The Impact of Business Intelligence (BI) Competence on Customer Relationship Management (CRM) Process: An Empirical Investigation of the Banking Industry

Document Type: Research Paper


1 MSc. in Industrial Engineering, Fouman Faculty of Engineering Campus, University of Tehran, Iran

2 Assistant Prof., Fouman Faculty of Engineering Campus, University of Tehran, Iran

3 School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Iran


Nowadays, establishing long-term and effective relationships with customers is a key factor in understanding customers’ needs and preferences and achieving competitive advantage. In addition, companies are facing with a growing need for information and analytical knowledge about their customers, market, competitors, organizational environment, and other factors affecting their business. Business intelligence has been considered as a response to this need. The purpose of this study is to investigate the role of business intelligence competence in improving customer relationship management process. Based on the literature review and the competence – capability relationship paradigm, a conceptual model was developed comprising of different dimensions of business intelligence competence and customer relationship management processes. The data were collected from the banking sector and partial least squares structural equation modelling was employed for data analysis. Empirical results showed that organizational business intelligence competence, comprising of managerial, technical, and cultural competence, has a significantly positive impact on enhancing capabilities of customer relationship management process including initiation, maintenance, and termination of the relationship.


Main Subjects

بخشنده، س.؛ رحمتی، م.ح. (1395). بررسی همراستایی قابلیت­ها و اجزای هوش تجاری در راستای ایجاد مزایای هوش تجاری (مطالعۀ موردی: شرکت­های کوچک و متوسط شهر تهران). مدیریت فناوری اطلاعات، 8(1)، 46-27.

رضائی­ملک، ن.؛ رادفر، ر. (1392). مدلی برای اولویت‌دهی عوامل مدیریت دانش در بهبود عملکرد مدیریت ارتباط با مشتری (مطالعۀ موردی: بانک سپه). مدیریت فناوری اطلاعات، 5 (3)، 82-63.

روحانی، س.؛ حمیدی، ه. (1395). چارچوب ارزیابی ماژول­های سیستم بانکداری متمرکز مبتنی بر ویژگی­های هوش تجاری. مدیریت فناوری اطلاعات، 8 (2)، 334- 315.

شهرکی، ع.ر.؛ چهکندی، م.؛ ملاشاهی، ع.ر. (۱۳۸۹). بررسی سیستم مدیریت ارتباط با مشتری در نظام بانکی ایران. دومین کنفرانس بین‌المللی بازاریابی خدمات مالی، تهران: مرکز بازاریابی خدمات مالی.

صرامی، س.؛ کردنائیج، ا.؛ اصفهانی، ا.م. (1394). بررسی تأثیر هوشمندی رقابتی بر عملکرد سازمان در بانک­های تجاری، مدیریت فناوری اطلاعات، 7 (4)، 804- 789.

مطهری­نژاد، م.س.؛ ذوالفقارزاده، م.م.؛ خدنگی، ا. و سعدآبادی، ع.ا. (1395). طراحی مدلی برای بهبود سیستم­های پیشنهاددهندۀ بانکی بر اساس پیش­بینی علایق مشتریان: کاربرد روش­های داده‎کاوی. مدیریت فناوری اطلاعات، 8 (2)، 414- 393.

Bakhshandeh, S. & Rahmati, M.H. (2016). The Investigation of Alignment of Business Intelligence capabilities and components in Conjunction with Creating Business Intelligence Benefits (case: SMEs of Tehran). Journal of Information Technology Management, 8(1), 27-46. (in Persian)

Cambra-Fierro, J.J., Centeno, E., Olavarria, A., & Vazquez-Carrasco, R. (2017). Success factors in a CRM strategy: technology is not all. Journal of Strategic Marketing, 25(4), 316-333.

Chang, W., Park, J.E. & Chaiy, S. (2010). How does CRM technology transform into organizational performance? A mediating role of marketing capability. Journal of Business Research, 63(8), 849-855.

Coltman, T., Devinney, T.M., & Midgley, D.F. (2011). Customer relationship management and firm performance. Journal of Information Technology, 26(3), 205-219.

Eidizadeh, R., Salehzadeh, R., & Esfahani, A. C. (2017). Analysing the role of business intelligence, knowledge sharing and organisational innovation on gaining competitive advantage. Journal of Workplace Learning, 29(4), 250-267.

Elbashir, M.Z., Collier, P.A., Sutton, S.G., Davern, M.J., & Leech, S.A. (2013). Enhancing the business value of business intelligence: The role of shared knowledge and assimilation. Journal of Information Systems, 27(2), 87-105.

ElKordy, M. (2014). The impact of CRM capability dimensions on organizational performance. European Journal of Business and Social Sciences, 2(10), 128-146.

Fink, L., Yogev, N., & Even, A. (2017). Business intelligence and organizational learning: An empirical investigation of value creation processes. Information & Management, 54(1), 38-56.

Gorsuch, R.L. (1983). Factor Analysis, Lawrence Erlbaum, Hillsdale, NJ.

Groves, R.M., Fowler, F.J., Couper, M.P., Lepkowski, J.M., Singer, E. & Tourangeau, R. (2004). Survey Methodology, John Wiley and Sons, Hoboken, NJ.

Hair, J.F., Ringle, C.M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139-152.

Handzic, M., Ozlen, K., & Durmic, N. (2014). Improving customer relationship management through business intelligence. Journal of Information & Knowledge Management, 13(2), 1450015.

Herschel, R.T., & Jones, N.E. (2005). Knowledge management and business intelligence: the importance of integration, Journal of Knowledge Management, 9(4), 45-55.

Hočevar, B., & Jaklič, J. (2008). Assessing benefits of business intelligence systems–a case study. Management: Journal of Contemporary Management Issues, 13(2), 87-119.

Jeong, D.Y., Kim, S.M. and Yoon, D.J., 2014. Customer Orientation and Organizational Performance: Mediating Role of CRM. Advanced Science and Technology Letters, 57, 37-39

Jourdan, Z., Rainer, R.K., & Marshall, T.E. (2008). Business intelligence: An analysis of the literature. Information Systems Management, 25(2), 121-131.

Keramati, A., Mehrabi, H., & Mojir, N. (2010). A process-oriented perspective on customer relationship management and organizational performance: An empirical investigation. Industrial Marketing Management, 39(7), 1170-1185.

Laursen, G.H., & Thorlund, J. (2016). Business analytics for managers: Taking business intelligence beyond reporting. John Wiley & Sons.

Li, S., & Lin, B. (2006). Accessing information sharing and information quality in supply chain management, Decision Support Systems, 42(3), 1641-1656.

Lin, Y.H., Tsai, K.M., Shiang, W.J., Kuo, T.C., & Tsai, C.H. (2009). Research on using ANP to establish a performance assessment model for business intelligence systems, Expert Systems with Applications, 36(2), 4135-4146.

Lonnqvist, A., & Pirttimaki, V. (2006). The measurement of business intelligence, Information Systems Management, 23(1), 32-40.

Lukman, T., Hackney, R., Popovič, A., Jaklič, J., & Irani, Z. (2011). Business intelligence maturity: the economic transitional context within Slovenia. Information Systems Management, 28(3), 211-222.

Mahmood, F., 2013. Impact of Information Technology Usage by Banks on Customer Satisfaction in Banking Sector of Pakistan. Management and Administrative Sciences Review, 2(2), 221-232.

Marsella, A., Stone, M. & Banks, M. (2005). Making customer analytics work for you! Journal of Targeting Measurement and Analysis for Marketing, 13(4), 299.

Martelo, S., Barroso, C. & Cepeda, G. (2013). The use of organizational capabilities to increase customer value. Journal of Business Research, 66(10), 2042-2050.

Mithas, S., Krishnan, M.S. & Fornell, C. (2005). Why do customer relationship management applications affect customer satisfaction? Journal of Marketing, 69(4), 201-209.

Motaharinejad, M.S., Zolfagharzadeh, M.M., Khadangi, E. & Sadabadi, A.A. (2016). Designing a Model for Improving Banking Recommender Systems Based on Predicting Customers’ Interests: Application of Data Mining Techniques. Journal of Information Technology Management, 8(2), 393-414. (in Persian)

Negash, S. & Gray, P. (2008). Business intelligence (pp. 175-193). Springer Berlin Heidelberg.

Oliver, G. (2008). Information culture: exploration of differing values and attitudes to information in organizations. Journal of Documentation, 64(3), 363-385.

Olszak, C. (2013). The Business intelligence-based Organization-new chances and Possibilities. Proceedings of the International Conference on Management, Leadership and Governance: ICMLG 2013 (p. 242). Academic Conferences Limited.

Payne, A., & Frow, P. (2005). A strategic framework for customer relationship management. Journal of Marketing, 69(4), 167-176.

Peters, M.D., Wieder, B., Sutton, S.G. & Wakefield, J. (2016). Business intelligence systems use in performance measurement capabilities: Implications for enhanced competitive advantage. International Journal of Accounting Information Systems, 21, 1-17.

Petrini, M., & Pozzebon, M. (2009). Managing sustainability with the support of business intelligence: integrating socio-environmental indicators and organizational context. Journal of Strategic Information Systems, 18(4), 178-191.

Podsakoff, P.M., MacKenzie, S.B., Lee, J.Y., & Podsakoff, N.P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879-903.

Rahimi, R. (2017). Customer relationship management (people, process and technology) and organisational culture in hotels: which traits matter? International Journal of Contemporary Hospitality Management, 29(5), 1380-1402.

Rahimi, R., & Kozak, M. (2017). Impact of Customer Relationship Management on Customer Satisfaction: The Case of a Budget Hotel Chain. Journal of Travel & Tourism Marketing, 34(1), 40-51.

Ranjan, J., (2009). Business intelligence: Concepts, components, techniques and benefits. Journal of Theoretical and Applied Information Technology, 9(1), 60-70.

Reimann, M., Schilke, O., & Thomas, J.S. (2010). Customer relationship management and firm performance: the mediating role of business strategy. Journal of the Academy of Marketing Science, 38(3), 326-346.

Reinartz, W., Krafft, M., & Hoyer, W.D. (2004). The customer relationship management process: Its measurement and impact on performance. Journal of marketing research, 41(3), 293-305.

Rezaei-Malek, N. & Radfar, R. (2013). Providing a Model for Setting Priorities in KM for Improving Customer Relationship Management (Case study: Sepah Bank). Journal of Information Technology Management, 5(3), 63-82.
(in Persian)

Richards, G., Yeoh, W., Chong, A.Y.L., & Popovic, A. (2017). Business Intelligence Effectiveness and Corporate Performance Management: An Empirical Analysis, Journal of Computer Information Systems, 1-9.

Rouhani, S., Asgari, S., & Mirhosseini, S.V. (2012). Review study: business intelligence concepts and approaches. American Journal of Scientific Research, 50(1), 62-75.

Rouhani, S. & Hamidi, H. (2016). Evaluation Framework For Core Banking Modules Based On Business Intelligence Criteria. Journal of Information Technology Management, 8(2), 315-334. (in Persian)

Rygielski, C., Wang, J.C., & Yen, D.C. (2002). Data mining techniques for customer relationship management. Technology in society, 24(4), 483-502.

Salkind, N.J. (2005). Exploring Research, Prentice-Hall, Upper Saddle River, NJ.

Sangari, M.S. & Razmi, J. (2015). Business intelligence competence, agile capabilities, and agile performance in supply chain: An empirical study. The International Journal of Logistics Management, 26(2), 356-380.

Serami, S., Kordnaeich, A. & Esfahani, A.M. (2015). Studying the Effect of Competitive Intelligence on Organizational Performance in Commercial Banks. Journal of Information Technology Management, 7(4), 789-804.
(in Persian)

Shahraki, A.R., Chahkandi, M., & Mollashahi, A. (2010). Investigating customer relationship management system in Iran’s banking sector. 2nd International Conference on Financial Services Marketing, Tehran: Financial Services Marketing Center. (in Persian)

Shahraki, A.R., Shahraki, M.R., & Dejkam, R. (2013). Evaluation the Effect of Implementing Business Intelligence on Customer Relationship Management Success. International Journal of Advanced Studies in Humanities and Social Science, 1(9), 1346-1358.

Shollo, A. & Kautz, K., (2010). Towards an understanding of business intelligence. In Australasian Conference on Information Systems.

Sirbel, M. (2012). The Effect of Information Technology (IT) Capabilities and Customer Relationship Management (CRM) on Marketing Performance An Empirical Study on Commercial Jordanian banks in Amman (Doctoral dissertation, Middle East University).

Smith, D., & Langfield-Smith, K. (2004). Structural equation modeling in management accounting research: critical analysis and opportunities, Journal of Accounting Literature, 23, 49-86.

Sparks, B.H., & McCann, J.T. (2015). Factors influencing business intelligence system use in decision making and organizational performance. International Journal of Sustainable Strategic Management, 5(1), 31-54.

Urbach, N., & Ahlemann, F. (2010). Structural equation modeling in information systems research using partial least squares. JITTA: Journal of Information Technology Theory and Application, 11(2), 5.

Visinescu, L.L., Jones, M.C., & Sidorova, A. (2017). Improving Decision Quality: The Role of Business Intelligence. Journal of Computer Information Systems, 57(1), 58-66.

Wang, S., Cavusoglu, H., & Deng, Z. (2016). Early mover advantage in e-commerce platforms with low entry barriers: The role of customer relationship management capabilities. Information & Management, 53(2), 197-206.

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.