Social Data and Relationship Quality: The mediating role of Customer Expectations Matter. Empirical Evidence from Five-Star Hotels in Nairobi, Kenya
DOI:
https://doi.org/10.53819/81018102t2182Abstract
The study’s main purpose was to establish the effects of social data and customer expectations on relationship quality in selected hotels in Nairobi, Kenya. The study utilized an explanatory research design with a target population of 987,883 customers from online hotel check-ins for 5 years, from three five-star rated hotels in Nairobi purposively selected. A sample size of 400 was selected using simple random sampling. Data was collected from customers using a structured questionnaire. Quantitative data were analyzed using the Structural Equation Model (SEM). Findings showed that the final SEM model explained 59% of relationship quality, with R2 (0.59, p=0.000<0.05), and was fit (RMSEA=0.047). The results indicated a positive and significant effect of social data on relationship quality in hotels. Further, customer expectations partly mediated the relationship between social data information and hotel relationship quality. The study concludes that social data as a dimension of social customer relationship management significantly affect relationship quality through customer expectations. From a managerial perspective, hotels should prioritize the utilization of social data as a key dimension of social customer relationship management (CRM) to enhance relationship quality. Policymakers should establish regulations to protect customer privacy while facilitating the responsible use of social data in the hospitality industry. The study contributes to theoretical understanding by highlighting the mediating role of customer expectations in the relationship between social data and relationship quality. Further research can explore additional moderating or mediating factors, such as customer engagement or the influence of different social media platforms, to deepen our understanding of social CRM dynamics in the hotel industry.
Keywords: Social Data, Customer Expectations, Relationship Quality, Social Customer Relationship Management
References
Alt, R., & Reinhold, O. (2012). Social Customer Relationship Management (Social CRM) - Application and Technology,”. Business & Information Systems Engineering, 54(5), 87–291.
Alt, R., & Reinhold, O. (2019). Social customer relationship management: Fundamentals, applications, technologies. Springer Nature.
Bachmann, P.; Kantorová, K. From customer orientation to social CRM. New insights from central Europe. Sci. Pap. Univ. Pardubic. 2016, 36, 29–41.
Baird, C. H., & Gautam Parasnis. (2011). From social media to social customer relationship management. Strategy & Leadership, 39(5), 30-37. doi:https://doi.org/10.1108/10878571111161507
Baird, C. H., & Parasnis, G. (2011). From social media to Social CRM: Reinventing the Customer Relationship. Somers, NY 10589: IBM Global Business Services.
Barney, J., Wright, M., & David, J. K. (2001). The Resource-Based View of the Firm: Ten years after 1991. Journal of Management, 27, 625–641. DOI:10.1177/014920630102700601
Chen, H., & Vargo, S. (2014). Rethinking Social CRM Design: a Service-Dominant Logic Perspective. In F. J. Martínez-Lopez (Ed.), Handbook of Strategic e-Business Management (pp. 767-784). Berlin Heidelberg: Springer Verlag.
Choudhury, M. M., & Harrigan, P. (2014). CRM to social CRM: the integration of new technologies into customer relationship management. Journal of Strategic Marketing, 22(2), 149–176. DOI:10.1080/0965254X.2013.876069
Delafrooz, N., Taleghani, M., & Khorramdare, D. Y. (2013). Effects of E-Crm on Customer–Bank Relationship Quality and Outcomes. International Journal of Science Innovations and Discoveries, 3(3), 399-412.
Diffley, S., & McCole, P. (2015). Extending Customer Relationship Management into a Social Context. Service Industries Journal, 35(11-12), 591-610. DOI:10.1080/02642069.2015.1062882
Diffley, S., McCole, P., & Carvajal-Trujillo, E. (2018). Examining social customer relationship management among Irish hotels. International Journal of Contemporary Hospitality Management, 30(2), 1072-1091. DOI:10.1108/IJCHM-08-2016-0415
Dlačić, J., Grbac, B., & Lazarić, M. (2018). Exploring Relationship Quality In The Hospitality Industry. Tourism and Hospitality Management, 24(2), 287-306. doi:https://doi.org/10.20867/thm.24.2.3
Elkhan, N., & Bakri, A. (2012). Review On “Expectancy Disconfirmation Theory” (Edt) Model In B2c E-Commerce. Journal Of Research And Innovation In Information Systems, 1-13.
Gamage, T. C., Gnanapala, A., & Ashill, N. J. (2021). Understanding social customer relationship management adoption: qualitative insights. Journal of Strategic Marketing, 1-25.
Gopalsamy, S., & Gokulapadmanaban, S. (2021). Does Implementation of Customer Relationship Management (CRM) Enhance the Customer Loyalty? An Empirical Research in Banking Sector. Iranian Journal of Management Studies, 14(2), 401-417.
Harrigan, P., & Miles, M. (2014). From e-CRM to s-CRM. Critical factors underpinning the social CRM activities of SMEs. Small Enterprise Research, 21(1), 99–116.
Hess, J., & Story, J. (2005). Trust-based commitment: multidimensional consumer-brand relationships. Journal of Consumer Marketing, 22(6), 313-322.
Ibrahim, A. (2022). Social Customer Relationship Management as a Communication Tool for Academic Communities in Higher Education Institutions through Social Media. International Journal of Advanced Computer Science and Applications, 13(5).
Ibrahim, Y., Abbas, T. M., & Kamal, M. A. (2021). The Impact of Online Communities-based Social Customer Relationship Management (S-CRM) on Customer Loyalty and Brand Image on Hotels. Journal of Association of Arab Universities for Tourism and Hospitality, 21(2), 206-232.
Israel, G. D. (1992). Determining Sample Size. Florida USA: University of Florida.
Johnston, P. (May 2014). Exploring New Types of Motives in Social Media. Kent State University.
Kamboj, S., Yadav, M., Rahman, Z., & Goyal, P. (2016). Impact of social CRM capabilities on firm performance: Examining the mediating role of co-created customer experience. International Journal of Information Systems in the Service Sector (IJISSS), 8(4), 1-16.
Kantorová, K., & Bachmann, P. (2018). Social customer relationship management and organizational characteristics. Information, 9(12), 306.
Kubina, M., & Lendel, V. (2015). Successful Application of Social CRM in The Company. 2nd GLOBAL CONFERENCE on BUSINESS,ECONOMICS, MANAGEMENT and TOURISM (pp. 1190 – 1194). Prague, Czech Republic: Procedia Economics and Finance Elsevier.
Küpper, T. (2015). Impact of Social CRM Technology Use on Social CRM Performance: An Organizational Perspective. Thirty-Sixth International Conference on Information Systems. Fort Worth, Texas: Social Media and Digital Collaborations. Retrieved 2 5, 2019, from https://www.alexandria.unisg.ch/239942/1/Impact%20of%20Social%20CRM%20Technology%20Use%20on%20Social%20CRM%20Performance.pdf
Küpper, T. (2016). Impact of Social CRM Technology Use on Social CRM: Performance – an Organizational Perspective. Difo-Druck GmbH, Bamberg: University of St. Gallen.
Küpper, T., Jung, R., Lehmkuhl, T., Walther, S., & Wieneke, A. (2014). Performance Measures for Social CRM: A Literature Review. In Proceedings of the 27th Bled eConference (pp. 125–139). Slovenia: Bled.
Labrecque, L. I., Esche, J. v., Mathwick, C., Novak, T. P., & Hofacker, C. F. (2013). Consumer Power: Evolution in the Digital Age. Journal of Interactive Marketing, 257–269.
Lehmkuhl, T. (2014). Towards Social CRM - A Model for Deploying Web 2.0 in Customer Relationship Management. Difo-Druck GmbH, Bamberg: University of St.Gallen.
Lo, A. S., Im, H. H., Chen, Y., & Qu, H. (2017). Building brand relationship quality among hotel loyalty program members. International Journal of Contemporary Hospitality Management, 29(1), 458-488. doi:10.1108/IJCHM-06-2015-0283
Maertens, C. S. (2015). Social Customer Relationship Management-An analysis of its adoption and usage across companies. Copenhagen: Copenhagen Business School.
Malthouse, E. C., Haenlein, M., Skiera, B., & Wege, E. Z. (2013). Managing Customer Relationships in the Social Media Era: Introducing the Social CRM House. Journal of Interactive Marketing, 270–280. Retrieved from http://doi.org/10.1016/j.intmar.2013.09.008
Marolt, M., Pucihar, A., & Zimmermann, H.-D. (2015). Social CRM Adoption and its Impact on Performance Outcomes: a Literature Review. De Gruyter, 48, 260-271. doi:DOI: 10.1515/orga-2015-0022
Meyliana, P., Hidayanto, A. N., & Budiardjo, E. K. (2015). Social media adoption for social CRM in higher education: An Insight from Indonesian Universities. International Journal of Synergy and Research, 4(2)
Mostaghimi, M., Akhlagh, E. M., & Danesh, S. H. S. (2016). An investigation of the effects of customer’s expectations and perceived quality on customer’s loyalty with the mediating role of the perceived value and customer’s satisfaction. Journal of History Culture and Art Research, 5(4), 593-602.
Orenga-Roglá, S., & Chalmeta, R. (2016). Social customer relationship management: taking advantage of Web 2.0 and Big Data technologies. SpringerPlus, 5(1), 14-62.
Power J.D. and Associates. (2013). Poor Social Media Practices can Negatively Impact a Businesses’ Bottom Line and Brand Image. WESTLAKE VILLAGE, Calif: The McGraw-Hill Companies.
Saunders, M., Lewis, P., & Thornhill, A. (2016). Research Methods for Business Students (7th ed.). Edinburgh Gate; England: Pearson Education Limited.
Sigala, M. (2003). Implementing Customer Relationship Management in the Hotel Sector: Does “IT” always matter? Customer Relationship Management in Hotels.
So, F. S., King, C., & Sparks, B. (2015). Extending the Tourism Experience: The Role of Customer Engagement. In R. J. Brodie, L. D. Hollebeek, & J. Conduit (Eds.), Customer engagement: Contemporary issues and challenges (pp. 236-255). Taylor & Francis.
Tonder, E. v., Petzer, D. J., & Zyl, K. v. (2017). A Mediated Model Of Relationship Quality Factors Affecting Behavioural Intention At A Luxury Motor Vehicle Dealership. European Business Review, 29(1), 43-60. doi:https://doi.org/10.1108/EBR-08-2016-0113
Tourism Regulatory Authority. (2018). Classified Tourism Enterprises. Retrieved february 7, 2019, from Tourism Regulatory Authority: https://www.tourismauthority.go.ke/index.php/resource-centre/downloads/category/12-classified-tourism-enterprises
Trainor, K. J. (2012). Relating Social Media Technologies to Performance: A Capabilities-Based Perspective. Journal of Personal Selling & Sales Management, 32(3), 317–331. doi:10.2753/PSS0885-3134320303
Walter, A., Mueller, T. A., & Helfert, G. (2011). The Impact of Satisfaction, Trust, and Relationship Value on Commitment: Theoretical Considerations and Empirical Results. Retrieved April 15, 2020, from Research gate.net: https://www.researchgate.net/publication/228403650_The_impact_of_satisfaction_trust_and_relationship_value_on_commitment_Theoretical_considerations_and_empirical_results
Wang, J., Deng, S., Chiu, D. K., & Chan, C. T. (2022). Social network customer relationship management for orchestras: a case study on Hong Kong philharmonic orchestra. In Social Customer Relationship Management (Social-CRM) in the Era of Web 4.0 (pp. 250-268). IGI global.
Wang, Z., & Kim, H. G. (2017). Can Social Media Marketing Improve Customer Relationship Capabilities and Firm Performance? Dynamic Capability Perspective. Journal of Interactive Marketing, 15-26. doi:http://dx.doi.org/10.1016/j.intmar.2017.02.004
Wittkuhn, N., Lehmkuhl, T., Küpper, T., & and Jung, R. (2015). Social CRM Performance Dimensions: A Resource-Based View And Dynamic Capabilities Perspective. 28th Bled eConference (pp. 368-388). Bled, Slovenia: BLED 2015 Proceedings.
Woodcock, N., Green, A., & Starkey, M. (2011). Social CRM as a business strategy. Journal of Database Marketing & Customer Strategy Management, 50-64. doi:10.1057/dbm.2011.7
Zeithaml, V. A., Bitner, M. J., & Gremler, D. D. (2018). Services Marketing: Integrating Customer Focus Across The Firm (7th ed.). New York, NY: McGraw-Hill Education.
Zhang, J., & Harjan, S. (2021). Investigating the effect of the social customer relationship management (CRM) on customers and financial performance: Evidence from Iraq. International Journal of Research in Business and Social Science (2147-4478), 10(1), 235-245.
