Impact Analysis of Data Mining on CRM: Model Integration and Analysis
[1]
Fatima Shoaib, School of Management, Huazhong University of Science and Technology, Wuhan, China.
[2]
Khuram Shafi, School of Management, Huazhong University of Science and Technology, Wuhan, China.
[3]
Zhou Dan, Tongren Secondary Vocational School, Tongren Polytechnic College, Guizhou, China.
[4]
Supanida Muangna, School of Management, Huazhong University of Science and Technology, Wuhan, China.
[5]
Amna Nazeer, School of Mathematics and Statistics, Huazhong University of Science and Technology, Wuhan, China.
In this paper four dimensions of Customer Relationship Management (CRM) were identified. Of particular interest, however, it is potential link between Knowledge Management (KM), Direct Marketing (DM), Innovation and Technology. We examined the impact of four dimensions of CRM: Direct Marketing (DM) by organization, continuous improvement and innovation and knowledge management in organization, organization’s technology adaption to change, and organization’s management of environmental impacts. The relationship of these four of each dimension of CRM is investigated with a help of model. The multidimensionality of CRM was constructed is well acknowledged in literature. All dimensions of CRM and their relationship with four variables as we have mentioned above was briefly explained. In this research paper, positive relationship between internal and external Dimensions of KM, DM, IM, and TM is explained briefly.
Management Information System, Data Mining, Customer Relationship Management, Business Innovation
[1]
W. Kamakura, C. F. Mela, A. Ansari, A. Bodapati, P. Fader, R. Iyengar, et al., "Choice models and customer relationship management," Marketing Letters, vol. 16, pp. 279-291, 2005.
[2]
C. Bull, "Strategic issues in customer relationship management (CRM) implementation," Business Process Management Journal, vol. 9, pp. 592-602, 2003.
[3]
R.-J. Lin, R.-H. Chen, and K. Kuan-Shun Chiu, "Customer relationship management and innovation capability: an empirical study," Industrial Management & Data Systems, vol. 110, pp. 111-133, 2010.
[4]
M. Xu and J. Walton, "Gaining customer knowledge through analytical CRM," Industrial management & data systems, vol. 105, pp. 955-971, 2005.
[5]
E. D. Seeman and M. O'Hara, "Customer relationship management in higher education: Using information systems to improve the student-school relationship," Campus-Wide Information Systems, vol. 23, pp. 24-34, 2006.
[6]
Y. E. Zeng, H. J. Wen, and D. C. Yen, "Customer relationship management (CRM) in business-to-business (B2B) e-commerce," Information Management & Computer Security, vol. 11, pp. 39-44, 2003.
[7]
P. Raman, C. M. Wittmann, and N. A. Rauseo, "Leveraging CRM for sales: the role of organizational capabilities in successful CRM implementation," Journal of Personal Selling & Sales Management, vol. 26, pp. 39-53, 2006.
[8]
J. Ranjan and V. Bhatnagar, "Role of knowledge management and analytical CRM in business: data mining based framework," The Learning Organization, vol. 18, pp. 131-148, 2011.
[9]
R. C. Leventhal and M. Zineldin, "The royalty of loyalty: CRM, quality and retention," Journal of consumer marketing, vol. 23, pp. 430-437, 2006.
[10]
R. S. Segall and Q. Zhang, "Web mining technologies for customer and marketing surveys," Kybernetes, vol. 38, pp. 925-949, 2009.
[11]
A. Danna and O. H. Gandy Jr, "All that glitters is not gold: Digging beneath the surface of data mining," Journal of Business Ethics, vol. 40, pp. 373-386, 2002.
[12]
M. A. Lejeune, "Measuring the impact of data mining on churn management," Internet Research, vol. 11, pp. 375-387, 2001.
[13]
A. Saini, R. Grewal, and J. L. Johnson, "Putting market-facing technology to work: Organizational drivers of CRM performance," Marketing Letters, vol. 21, pp. 365-383, 2010.
[14]
D. L. Banks and Y. H. Said, "Data mining in electronic commerce," Statistical Science, pp. 234-246, 2006.
[15]
J. Ranjan and V. Bhatnagar, "A holistic framework for mCRM-data mining perspective," Information Management & Computer Security, vol. 17, pp. 151-165, 2009.
[16]
L. Y. Sin, A. C. Tse, and F. H. Yim, "CRM: conceptualization and scale development," European Journal of Marketing, vol. 39, pp. 1264-1290, 2005.
[17]
A. Payne and P. Frow, "A strategic framework for customer relationship management," Journal of marketing, vol. 69, pp. 167-176, 2005.