A Meta-Analytical Approach to Cognize the Pooled Effect of Customer Relationship Management on Firm Performance
DOI:
https://doi.org/10.17010/ijom/2025/v55/i1/174687Keywords:
customer relationship management (CRM)
, firm performance, meta-analysis, random effects model, organizational success.Paper Submission Date
, June 10, 2024, Paper sent back for Revision, October 20, Paper Acceptance Date, November 15, Paper Published Online, January 15, 2025Abstract
Purpose : This study attempted to explore the pooled effect of customer relationship management (CRM) on firm performance with a meta-analytical approach. It aimed to provide a holistic view of how CRM practices influenced organizational performance.
Methodology : The meta-analysis aggregated data from 51 studies with a total sample size of 11,081. This paper utilized the random effects model by taking into account the differences across studies in order to draw on the Z-values representing overall effect size, confidence levels, and p-values. Additionally, heterogeneity across the studies was quantified with the I² statistic and publication bias was examined with the Trim-and-Fill method.
Findings : The results unveiled a positive and statistically significant effect between CRM and firm performance with a pooled or combined effect size of 0.524 under a confidence level of 95% and a confidence interval with a lower limit of 0.444 to an upper limit of 0.595, while the prediction interval of lower limit –0.239 to an upper limit of 0.887. The analysis showed high heterogeneity among the studies (I² = 97.25%) and indicated variability in terms of the effectiveness of CRM interventions across different contexts.
Practical Implications : As the results indicated, policymakers could adopt innovative CRM strategies for better firm performance without any hesitation. However, while formulating strategies, they should consider the level of publication bias and heterogeneity and pilot-test the strategy in their local environment.
Originality/Value : The findings of this meta-analysis could serve as a benchmark for future research, allowing the replacement of mean effect sizes in null hypothesis testing. Future research should also explore sector-specific nuances in CRM and customer behavior, considering that foundational principles may differ across industries.
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Adiele, K. C., & Gabriel, J. M. (2013). Customer relationship management and bank performance in Nigeria: An empirical validation study. International Journal of Science and Research, 2(1), 416–422. https://www.ijsr.net/archive/v2i1/IJSROFF130201040.pdf
Agrawal, G., Sodhi, S., Mohapatra, A. K., & Bhandari, K. R. (2023). Can consumer citizenship behavior be created using service robots in luxury hospitality services? Indian Journal of Marketing, 53(4), 8–29. https://doi.org/10.17010/ijom/2023/v53/i4/172687
Akgün, A. E., İmamoğlu, S. Z., Koçoğlu, İ., İnce, H., & Keskin, H. (2014). Bridging organizational learning capability and firm performance through customer relationship management. Procedia - Social and Behavioral Sciences, 150, 531–540. https://doi.org/10.1016/j.sbspro.2014.09.071
Akroush, M. N., Dahiyat, S. E., Gharaibeh, H. S., & Abuâ€Lail, B. N. (2011). Customer relationship management implementation: An investigation of a scale's generalizability and its relationship with business performance in a developing country context. International Journal of Commerce and Management, 21(2), 158–190. https://doi.org/10.1108/10569211111144355
Alshourah, S., Jodeh, I., Swiety, I., & Ismail, A. (2022). Social customer relationship management capabilities and performance: Moderating social media usage among SMEs Jordanian. Journal of Management Information and Decision Sciences, (S2), 1–8.
Battor, M., & Battor, M. (2010). The impact of customer relationship management capability on innovation and performance advantages: Testing a mediated model. Journal of Marketing Management, 26(9–10), 842–857. https://doi.org/10.1080/02672570903498843
Bhatti, M. A., Farhan, M., & Ahmad, M. J. (2019). The impact of social CRM capabilities and customer engagement on the firm performance: Mediating role of social media usage. Pakistan Journal of Humanities and Social Sciences, 7(3), 313–324. https://doi.org/10.52131/pjhss.2019.0703.0089
Buttle, F. (2008). Customer relationship management (2nd ed.). Routledge. https://doi.org/10.4324/9780080949611
Chaithanapat, P., Punnakitikashem, P., Khin Oo, N. C., & Rakthin, S. (2022). Relationships among knowledge-oriented leadership, customer knowledge management, innovation quality and firm performance in SMEs. Journal of Innovation & Knowledge, 7(1), Article ID 100162. https://doi.org/10.1016/j.jik.2022.100162
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. https://doi.org/10.1016/j.jbusres.2009.07.003
Charles, A. T. (2013). Impact of customer relationship management on perceived bank performance in Oyo Town, Nigeria. International Business and Management, 6(2), 137–146. https://doi.org/10.3968/j.ibm.1923842820130602.1170
Chatterjee, S., Chaudhuri, R., Vrontis, D., Thrassou, A., Ghosh, S. K., & Chaudhuri, S. (2021a). Social customer relationship management factors and business benefits. International Journal of Organizational Analysis, 29(1), 35–58. https://doi.org/10.1108/ijoa-11-2019-1933
Chatterjee, S., Rana, N. P., Tamilmani, K., & Sharma, A. (2021b). The effect of AI-based CRM on organization performance and competitive advantage: An empirical analysis in the B2B context. Industrial Marketing Management, 97, 205–219. https://doi.org/10.1016/j.indmarman.2021.07.013
Chen, I. J., & Popovich, K. (2003). Understanding customer relationship management (CRM): People, process and technology. Business Process Management Journal, 9(5), 672–688. https://doi.org/10.1108/14637150310496758
Chen, J.-H., & Wu, S.-I. (2016). The impact of customer relationship management and internal marketing on business performance: A comparison of lodging industries. Total Quality Management & Business Excellence, 27(1–2), 17–33. https://doi.org/10.1080/14783363.2014.935567
Das, S., Mohapatra, A. K., Mohanty, D., & Chaturvedi, S. (2024). Investigating the strategic interactions among Gartner's eight building blocks of successful customer relationship management. Indian Journal of Marketing, 54(5), 8–25. https://doi.org/10.17010/ijom/2024/v54/i5/173827
Dogan-Sudas, H., Kara, A., Cabuk, S., & Kaya, K. (2022). Social media customer relationship management and business performance: Empirical evidence from an emerging market. Studies in Business and Economics, 17(2), 90–107. https://doi.org/10.2478/sbe-2022-0027
Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). Setting the future of digital and social media marketing research: Perspectives and research propositions. International Journal of Information Management, 59, Article ID 102168. https://doi.org/10.1016/j.ijinfomgt.2020.102168
Eccles, R. G., Newquist, S. C., & Schatz, R. (2007, February). Reputation and its risks. Harvard Business Review. https://hbr.org/2007/02/reputation-and-its-risks
Ernst, H., Hoyer, W. D., Krafft, M., & Krieger, K. (2011). Customer relationship management and company performance – The mediating role of new product performance. Journal of the Academy of Marketing Science, 39(2), 290–306. https://doi.org/10.1007/s11747-010-0194-5
Foltean, F. S., Trif, S. M., & Tuleu, D. L. (2019). Customer relationship management capabilities and social media technology use: Consequences on firm performance. Journal of Business Research, 104, 563–575. https://doi.org/10.1016/j.jbusres.2018.10.047
Gleißner, W., Günther, T., & Walkshäusl, C. (2022). Financial sustainability: Measurement and empirical evidence. Journal of Business Economics, 92(3), 467–516. https://doi.org/10.1007/s11573-022-01081-0
Gluck, F. W., Kaufman, S. P., & Walleck, A. S. (1980, July). Strategic management for competitive advantage. Harvard Business Review. https://hbr.org/1980/07/strategic-management-for-competitive-advantage
Greenberg, P. (2009). CRM at the speed of light: Social CRM 2.0 strategies, tools, and techniques for engaging your customers (4th ed.). McGraw-Hill/Osborne.
Guerola-Navarro, V., Gil-Gomez, H., Oltra-Badenes, R., & Sendra-GarcÃa, J. (2021). Customer relationship management and its impact on innovation: A literature review. Journal of Business Research, 129, 83–87. https://doi.org/10.1016/j.jbusres.2021.02.050
Guerola-Navarro, V., Gil-Gomez, H., Oltra-Badenes, R., & Soto-Acosta, P. (2024). Customer relationship management and its impact on entrepreneurial marketing: A literature review. International Entrepreneurship and Management Journal, 20(2), 507–547. https://doi.org/10.1007/s11365-022-00800-x
Guerola-Navarro, V., Oltra-Badenes, R., Gil-Gomez, H., & Gil-Gomez, J. A. (2020). Research model for measuring the impact of customer relationship management (CRM) on performance indicators. Economic Research-Ekonomska Istraživanja, 34(1), 2669–2691. https://doi.org/10.1080/1331677x.2020.1836992
Herman, L. E., Sulhaini, S., & Farida, N. (2021). Electronic customer relationship management and company performance: Exploring the product innovativeness development. Journal of Relationship Marketing, 20(1), 1–19. https://doi.org/10.1080/15332667.2019.1688600
Joshi, M., & Dabas, R. (2022). Exploring the nexus among Internet banking service quality, customer satisfaction, age, and gender : A developing country perspective during COVID-19. Indian Journal of Marketing, 52(9), 8–25. https://doi.org/10.17010/ijom/2022/v52/i9/171982
Kaplan, R. S., & Norton, D. P. (1993, September–October). Putting the balanced scorecard to work. Harvard Business Review. https://hbr.org/1993/09/putting-the-balanced-scorecard-to-work
Kebede, A. M., & Tegegne, Z. L. (2018). The effect of customer relationship management on bank performance: In context of commercial banks in Amhara Region, Ethiopia. Cogent Business & Management, 5(1), Article ID 1499183. https://doi.org/10.1080/23311975.2018.1499183
Kim, B. Y. (2008). Mediated effects of customer orientation on customer relationship management performance. International Journal of Hospitality & Tourism Administration, 9(2), 192–218. https://doi.org/10.1080/15256480801909089
Krasnikov, A., Jayachandran, S., & Kumar, V. (2009). The impact of customer relationship management implementation on cost and profit efficiencies: Evidence from the U.S. commercial banking industry. Journal of Marketing, 73(6), 61–76. https://doi.org/10.1509/jmkg.73.6.61
Kumar, V., & Shah, D. (2004). Building and sustaining profitable customer loyalty for the 21st century. Journal of Retailing, 80(4), 317–330. https://doi.org/10.1016/j.jretai.2004.10.007
Law, A. K., Ennew, C. T., & Mitussis, D. (2013). Adoption of customer relationship management in the service sector and its impact on performance. Journal of Relationship Marketing, 12(4), 301–330. https://doi.org/10.1080/15332667.2013.846204
Letchumannan, R., Bidin, R., Bolong, J., & Osman, M. N. (2022). The impact of social customer relationship management practices on public organizational performance: Social customer relationship management effectiveness as mediator variable. International Journal of Academic Research in Business and Social Sciences, 12(5), 1714–1737. https://doi.org/10.6007/ijarbss/v12-i5/13880
Liu, Y., Chen, D. Q., & Gao, W. (2020). How does customer orientation (in)congruence affect B2B electronic commerce platform firms' performance? Industrial Marketing Management, 87, 18–30. https://doi.org/10.1016/j.indmarman.2020.02.027
Luo, X., Griffith, D. A., Liu, S. S., & Shi, Y.-Z. (2004). The effects of customer relationships and social capital on firm performance: A Chinese business illustration. Journal of International Marketing, 12(4), 25–45. https://doi.org/10.1509/jimk.12.4.25.53216
Madhovi, P. G., & Dhliwayo, S. (2017). The relationship between customer relationship management (CRM) and performance in the hotel industry. African Journal of Hospitality, Tourism and Leisure, 6(1), 1–13. https://www.ajhtl.com/2017.html
Medjani, F., & Barnes, S. (2021). Social customer relationship management and organizational performance: Testing a conceptual model in the North African context. Industrial Management & Data Systems, 121(7), 1617–1641. https://doi.org/10.1108/imds-10-2020-0601
Mehralian, M. M., & Khazaee, P. (2022). Effect of digital marketing on the business performance of MSMEs during the COVID-19 pandemic: The mediating role of customer relationship management. Available at SSRN. https://doi.org/10.2139/ssrn.4195985
Mohamad, S. H., Othman, N. A., Jabar, J., & Majid, I. A. (2014). Customer relationship management practices: The impact on organizational performance in SMEs of food manufacturing industry. European Journal of Business and Management, 6(13), 35–48. https://iiste.org/Journals/index.php/EJBM/article/view/12677/12961
Mohammed, A. A., Rashid, B. B., & Tahir, S. B. (2017). Customer relationship management and hotel performance: The mediating influence of marketing capabilities—Evidence from the Malaysian hotel industry. Information Technology & Tourism, 17(3), 335–361. https://doi.org/10.1007/s40558-017-0085-4
Mozaheb, A., Alamolhodaei, S. M., & Ardakani, M. F. (2015). Effect of customer relationship management (CRM) on performance of small-medium sized enterprises (SMEs) using structural equations model (SEM). International Journal of Academic Research in Accounting Finance and Management Sciences, 5(2), 57–71. https://doi.org/10.6007/ijarafms/v5-i2/1561
Nupus, H., & Ichwanudin, W. (2021). Business network accessibility, customer relationship management and value co-creation on family business performance. Research Horizon, 1(4), 126–135. https://doi.org/10.54518/rh.1.4.2021.126-135
Parvatiyar, A., & Sheth, J. N. (2001). Customer relationship management: Emerging practice, process, and discipline. Journal of Economic and Social Research, 3(2), 1–34.
Patrick, O. O. (2012). Moderating customer relationship management (CRM) to enhance firm performance through continuous product development. Australian Journal of Business and Management Research, 2(01), 1–8. https://doi.org/10.52283/nswrca.ajbmr.20120201a01
Payne, A., & Frow, P. (2005). A strategic framework for customer relationship management. Journal of Marketing, 69(4), 167–176. https://doi.org/10.1509/jmkg.2005.69.4.167
Pozza, I. D., Goetz, O., & Sahut, J. M. (2018). Implementation effects in the relationship between CRM and its performance. Journal of Business Research, 89, 391–403. https://doi.org/10.1016/j.jbusres.2018.02.004
Quzwen, M. H., Hurriyati, R., & Sultan, M. A. (2021). Customer relationship management in business-to-business marketing: The impact on corporate performance. In Proceedings of the 5th Global Conference on Business, Management and Entrepreneurship (GCBME 2020), Advances in Economics, Business and Management Research (pp. 517–523). Atlantis Press. https://doi.org/10.2991/aebmr.k.210831.101
Rafiki, A., Hidayat, S. E., & Razzaq, D. (2019). CRM and organizational performance: A survey on telecommunication companies in Kuwait. International Journal of Organizational Analysis, 27(1), 187–205. https://doi.org/10.1108/IJOA-11-2017-1276
Rahmadi, A. N., Djunaedi, D., & Nurlaely, N. (2021). The effect of customer relationship management (CRM) and entrepreneurship orientation towards the company performance in micro small medium enterprises in Kediri. In Proceedings of the 2nd International Conference on Business and Management of Technology (ICONBMT 2020), Advances in Economics, Business and Management Research (pp. 65–68). Atlantis Press. https://doi.org/10.2991/aebmr.k.210510.013
Rahman, M. S., Bag, S., Gupta, S., & Sivarajah, U. (2023). Technology readiness of B2B firms and AI-based customer relationship management capability for enhancing social sustainability performance. Journal of Business Research, 156, Article ID 113525. https://doi.org/10.1016/j.jbusres.2022.113525
Rahman, M., RodrÃguez-Serrano, M.Ã., & Lambkin, M. (2017). Corporate social responsibility (CSR) and marketing performance: Role of commitment to the customer relationship (an extended abstract). In, M. Stieler (ed.), Creating marketing magic and innovative future marketing trends. Developments in marketing science: Proceedings of the Academy of Marketing Science. Springer, Cham. https://doi.org/10.1007/978-3-319-45596-9_129
Rastgar, A. A., Esmaili, E., Naderi, R., & Hemmati, A. (2019). Clarifying the effect of customer knowledge management to improve business performance of banks: Considering the role of electronic customer relationship management. International Journal of Electronic Customer Relationship Management, 12(2), 108–123. https://doi.org/10.1504/IJECRM.2019.104019
Reichheld, F. F., & Sasser, W. E. (1990, September-October). Zero defections: Quality comes to services. Harvard Business Review. https://hbr.org/1990/09/zero-defections-quality-comes-to-services
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, 326–346. https://doi.org/10.1007/s11747-009-0164-y
Rizwan, A., Shahid, A., Muneeb, A., & Zahra, N. (2019). Impact of CRM capability dimensions on organizational performance. SMART Journal of Business Management Studies, 15(2), 80–88. https://doi.org/10.5958/2321-2012.2019.00017.4
Rodriguez, M., & Boyer, S. (2020). The impact of mobile customer relationship management (mCRM) on sales collaboration and sales performance. Journal of Marketing Analytics, 8(3), 137–148. https://doi.org/10.1057/s41270-020-00087-3
Santoso, O. G., & Siagian, H. (2019). Influence of IT application to organizational performance mediated by warehouse management and customer relationship management. Petra International Journal of Business Studies, 2(1), 66–74. https://doi.org/10.9744/ijbs.2.1.44-52
Shavazi, E. T., Moshabaki, A., Hoseini, S. M., & Naiej, A. K. (2013). Customer relationship management and organizational performance: A conceptual framework based on the balanced scorecard (Study of Iranian banks). IOSR Journal of Business and Management, 10(6), 18–26. https://doi.org/10.9790/487x-1061826
Soltani, Z., & Navimipour, N. J. (2016). Customer relationship management mechanisms: A systematic review of the state of the art literature and recommendations for future research. Computers in Human Behavior, 61, 667–688. https://doi.org/10.1016/j.chb.2016.03.008
Soltani, Z., Zareie, B., Milani, F. S., & Navimipour, N. J. (2018). The impact of the customer relationship management on the organization performance. The Journal of High Technology Management Research, 29(2), 237–246. https://doi.org/10.1016/j.hitech.2018.10.001
Srivastava, M. (2019). Role of customer engagement in customer loyalty for retail service brands: Customer orientation of salesperson as a mediator. Indian Journal of Marketing, 49(11), 7–19. https://doi.org/10.17010/ijom/2019/v49/i11/148273
Stone, M., Woodcock, N., & Machtynger, M. (2000). Customer relationship marketing: Get to know your customers and win their loyalty. Kogan Page Business Books.
Suar, P. K., & Mishra, S. (2020). Relationship marketing effectiveness model for an Indian NBFC. Indian Journal of Marketing, 50(12), 8–23. https://doi.org/10.17010/ijom/2020/v50/i12/156306
Swift, R.S. (2001). Accelerating customer relationship: Using CRM and relationship technologies. Prentice Hall Inc.
Taouab, O., & Issor, Z. (2019). Firm performance: Definition and measurement models. European Scientific Journal, 15(1), 93–106. https://doi.org/10.19044/esj.2019.v15n1p93
Uzir, M. U., Halbusi, H. A., Thurasamy, R., Hock, R. L., Aljaberi, M. A., Hasan, N., & Hamid, M. (2021). The effects of service quality, perceived value and trust in home delivery service personnel on customer satisfaction: Evidence from a developing country. Journal of Retailing and Consumer Services, 63, Article ID 102721. https://doi.org/10.1016/j.jretconser.2021.102721
Valmohammadi, C. (2017). Customer relationship management: Innovation and performance. International Journal of Innovation Science, 9(4), 374–395. https://doi.org/10.1108/ijis-02-2017-0011
van de Ven, D.-J., Mittal, S., Gambhir, A., Lamboll, R. D., Doukas, H., Giarola, S., Hawkes, A., Koasidis, K., Köberle, A. C., McJeon, H., Perdana, S., Peters, G. P., Rogelj, J., Sognnaes, I., Vielle, M., & Nikas, A. (2023). A multimodel analysis of post-Glasgow climate targets and feasibility challenges. Nature Climate Change, 13(6), 570–578. https://doi.org/10.1038/s41558-023-01661-0
Vial, G. (2021). Understanding digital transformation: A review and a research agenda. In Managing digital transformation (1st ed.). Routledge. https://doi.org/10.4324/9781003008637-4
Vorhies, D. W., Orr, L. M., & Bush, V. D. (2011). Improving customer-focused marketing capabilities and firm financial performance via marketing exploration and exploitation. Journal of the Academy of Marketing Science, 39, 736–756. https://doi.org/10.1007/s11747-010-0228-z
Wang, Z., & Kim, H. G. (2017). Can social media marketing improve customer relationship capabilities and firm performance? Dynamic capability perspective. Journal of Interactive Marketing, 39, 15–26. https://doi.org/10.1016/j.intmar.2017.02.004
Yim, F., Anderson, R. E., & Swaminathan, S. (2004). Customer relationship management: Its dimensions and effect on customer outcomes. Journal of Personal Selling & Sales Management, 24(4), 263–278. https://doi.org/10.1080/08853134.2004.10749037
Zablah, A. R., Bellenger, D. N., & Johnston, W. J. (2004). An evaluation of divergent perspectives on customer relationship management: Towards a common understanding of an emerging phenomenon. Industrial Marketing Management, 33(6), 475–489. https://doi.org/10.1016/j.indmarman.2004.01.006
