Adam, M., Ibrahim, M., Ikramuddin, & Syahputra, H. (2020). The role of digital marketing platforms on supply chain management for customer satisfaction and loyalty in Small and Medium Enterprises (SMEs) at Indonesia. International Journal of Supply Chain Management, 9, 1210–1220. https://doi.org/10.59160/ijscm.v9i3.5027
ADB. (2020). Asia Small and Medium-Sized Enterprise Monitor 2020: Volume 1—Country and Regional Reviews [Report]. Asian Development Bank.
Aggarwal, R., Gopal, R., Sankaranarayanan, R., & Singh, P. V. (2012). Blog, blogger, and the firm: Can negative employee posts lead to positive outcomes? Information Systems Research, 23(2), 306–322. https://doi.org/10.1287/isre.1110.0360
Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Mohd Shuib, N. L. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management & Data Systems, 115(3), 570–588. https://doi.org/10.1108/IMDS-07-2014-0205
Ali, F., Ciftci, O., Nanu, L., Cobanoglu, C., & Ryu, K. (2021). Response rates in hospitality research: An overview of current practice and suggestions for future research. Cornell Hospitality Quarterly, 62(1), 105–120. https://doi.org/10.1177/1938965520943094
Amine, A. (1998). Consumers’ true brand loyalty: The central role of commitment. Journal of Strategic Marketing, 6(4), 305–319. https://doi.org/10.1080/096525498346577
Ang, L., & Buttle, F. (2006). Customer retention management processes: A quantitative study. European Journal of Marketing, 40(1/2), 83–99. https://doi.org/10.1108/03090560610637329
Ansari, A., & Mela, C. F. (2003). E-customization. Journal of Marketing Research, 40(2), 131–145. https://doi.org/10.1509/jmkr.40.2.131.19224
Aral, S., Dellarocas, C., & Godes, D. (2013). Introduction to the special issue—Social media and business transformation: A framework for research. Information Systems Research, 24(1), 3–13. https://doi.org/10.1287/isre.1120.0470
Bhattacharya, C. B., & Sen, S. (2003). Consumer–company identification: A framework for understanding consumers’ relationships with companies. Journal of Marketing, 67(2), 76–88. https://doi.org/10.1509/jmkg.67.2.76.18609
Bickart, B., & Schindler, R. M. (2001). Internet forums as influential sources of consumer information. Journal of Interactive Marketing, 15(3), 31–40. https://doi.org/10.1002/dir.1014
Blattberg, R. C., & Deighton, J. (1996). Manage marketing by the customer equity test. Harvard Business Review, 74(4), 136–144.
Bloemer, J. M. M., & Kasper, H. D. P. (1995). The complex relationship between consumer satisfaction and brand loyalty. Journal of Economic Psychology, 16(2), 311–329. https://doi.org/10.1016/0167-4870(95)00007-B
Bull, C. (2003). Strategic issues in customer relationship management (CRM) implementation. Business Process Management Journal, 9(5), 592–602. https://doi.org/10.1108/14637150310496703
Buttle, F., & Maklan, S. (2019). Customer Relationship Management: Concepts and Technologies (4th ed.). Routledge.
Bygstad, B. (2003). The implementation puzzle of CRM systems in knowledge based organizations. Information Resources Management Journal, 16(4), 33–45. https://doi.org/10.4018/irmj.2003100103
Cenfetelli, R. T., & Bassellier, G. (2009). Interpretation of formative measurement in information systems research. MIS Quarterly, 33(4), 689. https://doi.org/10.2307/20650323
Charoensukmongkol, P., & Sasatanun, P. (2017). Social media use for CRM and business performance satisfaction: The moderating roles of social skills and social media sales intensity. Asia Pacific Management Review, 22(1), 25–34. https://doi.org/10.1016/j.apmrv.2016.10.005
Chatterjee, S., & Kumar Kar, A. (2020). Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India. International Journal of Information Management, 53, 102103. https://doi.org/10.1016/j.ijinfomgt.2020.102103
Cheung, M. L., Pires, G., & Rosenberger, P. J. (2020). The influence of perceived social media marketing elements on consumer–brand engagement and brand knowledge. Asia Pacific Journal of Marketing and Logistics, 32(3), 695–720. https://doi.org/10.1108/APJML-04-2019-0262
Chin, W. W., & Dibbern, J. (2010). An introduction to a permutation based procedure for multi-group PLS analysis: Results of tests of differences on simulated data and a cross cultural analysis of the sourcing of Information system services between Germany and the USA. In V. Esposito Vinzi, W. W. Chin, J. Henseler, & H. Wang (Eds.), Handbook of Partial Least Squares (pp. 171–193). Springer Berlin Heidelberg.
Christopher, M., Payne, A., & Ballantyne, D. (1991). Relationship Marketing: Bringing Quality, Customer Service, and Marketing Together. Elsevier Science & Technology Books.
Chung, A. Q. H., Andreev, P., Benyoucef, M., Duane, A., & O’Reilly, P. (2017). Managing an organisation’s social media presence: An empirical stages of growth model. International Journal of Information Management, 37(1), 1405–1417. https://doi.org/10.1016/j.ijinfomgt.2016.10.003
De Vries, L., Gensler, S., & Leeflang, P. S. H. (2012). Popularity of brand posts on brand fan pages: An investigation of the effects of social media marketing. Journal of Interactive Marketing, 26(2), 83–91. https://doi.org/10.1016/j.intmar.2012.01.003
Fernandes, T., & Pinto, T. (2019). Relationship quality determinants and outcomes in retail banking services: The role of customer experience. Journal of Retailing and Consumer Services, 50, 30–41. https://doi.org/10.1016/j.jretconser.2019.01.018
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
Garbarino, E., & Johnson, M. S. (1999). The different roles of satisfaction, trust, and commitment in customer relationships. Journal of Marketing, 63(2), 70–87. https://doi.org/10.1177/002224299906300205
Guerola-Navarro, V., Oltra-Badenes, R., Gil-Gomez, H., & Gil-Gomez, J. A. (2021). 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
Gummesson, E. (2012). Total Relationship Marketing: Marketing Management, Relationship Strategy, CRM, and A New Dominant Logic for the Value-Creating Network Economy (3rd ed.). Routledge.
Gustafsson, A., Johnson, M. D., & Roos, I. (2005). The effects of customer satisfaction, relationship commitment dimensions, and triggers on customer retention. Journal of Marketing, 69(4), 210–218. https://doi.org/10.1509/jmkg.2005.69.4.210
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). SAGE Publications, Inc.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019a). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019b). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hajli, M. N. (2015). Social commerce constructs and consumer’s intention to buy. International Journal of Information Management, 35(2), 183–191. https://doi.org/10.1016/j.ijinfomgt.2014.12.005
Hajli, N., Lin, X., Featherman, M., & Wang, Y. (2014). Social word of mouth: How trust develops in the market. International Journal of Market Research, 56(5), 673–689. https://doi.org/10.2501/IJMR-2014-045
Hall, A., Towers, N., & Shaw, D. R. (2017). Understanding how Millennial shoppers decide what to buy: Digitally connected unseen journeys. International Journal of Retail & Distribution Management, 45(5), 498–517. https://doi.org/10.1108/IJRDM-11-2016-0206
Harrigan, P., Miles, M. P., Fang, Y., & Roy, S. K. (2020). The role of social media in the engagement and information processes of social CRM. International Journal of Information Management, 54, 102151. https://doi.org/10.1016/j.ijinfomgt.2020.102151
Hennig‐Thurau, T. (2004). Customer orientation of service employees: Its impact on customer satisfaction, commitment, and retention. International Journal of Service Industry Management, 15(5), 460–478. https://doi.org/10.1108/09564230410564939
Henseler, J. (2012). PLS-MGA: A non-parametric approach to partial least squares-based multi-group analysis. In W. A. Gaul, A. Geyer-Schulz, L. Schmidt-Thieme, & J. Kunze (Eds.), Challenges at the Interface of Data Analysis, Computer Science, and Optimization (pp. 495–501). Springer Berlin Heidelberg.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Henseler, J., Ringle, C. M., & Sarstedt, M. (2016). Testing measurement invariance of composites using partial least squares. International Marketing Review, 33(3), 405–431. https://doi.org/10.1108/IMR-09-2014-0304
Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. In R. R. Sinkovics & P. N. Ghauri (Eds.), Advances in International Marketing (Vol. 20, pp. 277–319). Emerald Group Publishing Limited. https://doi.org/10.1108/S1474-7979(2009)0000020014
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in Social Media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149–165. https://doi.org/10.1016/j.intmar.2013.12.002
Huang, J., & Xiong, W. (2010). The effect of win-back investment on lost consumers’ intention of reinitiating relationship. Frontiers of Business Research in China, 4(3), 485–497. https://doi.org/10.1007/s11782-010-0107-y
Ibrahim, M., Yusra Y., & Shah, N.U. (2022). Impact of social media addiction on work engagement and job performance. Polish Journal of Management Studies, 25(1), 179-192. https://doi.org 10.17512/pjms.2022.25.1.11
ILO. (2020). The Clock is Ticking for Survival of Indonesian Enterprises, Jobs at Risk: Key Findings of the ILO SCORE Indonesia COVID-19 Enterprise Survey [Report]. International Labour Organization.
Japutra, A., Utami, A. F., Molinillo, S., & Ekaputra, I. A. (2021). Influence of customer application experience and value in use on loyalty toward retailers. Journal of Retailing and Consumer Services, 59, 102390. https://doi.org/10.1016/j.jretconser.2020.102390
Jensen, J. F. (1998). ‘Interactivity’: Tracking a new concept in media and communication studies. Nordicom Review, 19(1), 185–204.
Kandampully, J. (1998). Service quality to service loyalty: A relationship which goes beyond customer services. Total Quality Management, 9(6), 431–443. https://doi.org/10.1080/0954412988370
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business Research, 65(10), 1480–1486. https://doi.org/10.1016/j.jbusres.2011.10.014
Kim, H. G., & Wang, Z. (2019). Defining and measuring social customer-relationship management (CRM) capabilities. Journal of Marketing Analytics, 7(1), 40–50. https://doi.org/10.1057/s41270-018-0044-8
Kiousis, S. (2002). Interactivity: A concept explication. New Media & Society, 4(3), 355–383. https://doi.org/10.1177/146144480200400303
Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of E-Collaboration, 11(4), 1–10. https://doi.org/10.4018/ijec.2015100101
Kock, N., & Lynn, G. (2012). Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations. Journal of the Association for Information Systems, 13(7), 546–580. https://doi.org/10.17705/1jais.00302
Lavie, T., Sela, M., Oppenheim, I., Inbar, O., & Meyer, J. (2010). User attitudes towards news content personalization. International Journal of Human-Computer Studies, 68(8), 483–495. https://doi.org/10.1016/j.ijhcs.2009.09.011
Lee, S. (2022). Corporate social responsibility and COVID-19: Research implications. Tourism Economics, 28(4), 863–869. https://doi.org/10.1177/1354816620978136
Li, B., Mousa, S., Reinoso, J. R. R., Alzoubi, H. M., Ali, A., & Hoang, A. D. (2023). The role of technology innovation, customer retention and business continuity on firm performance after post-pandemic era in China’s SMEs. Economic Analysis and Policy, 78, 1209–1220. https://doi.org/10.1016/j.eap.2023.05.004
Li, C. (2016). When does web-based personalization really work? The distinction between actual personalization and perceived personalization. Computers in Human Behavior, 54, 25–33. https://doi.org/10.1016/j.chb.2015.07.049
Li, Y., Liu, H., Lim, E. T. K., Goh, J. M., Yang, F., & Lee, M. K. O. (2018). Customer’s reaction to cross-channel integration in omnichannel retailing: The mediating roles of retailer uncertainty, identity attractiveness, and switching costs. Decision Support Systems, 109, 50–60. https://doi.org/10.1016/j.dss.2017.12.010
Liao, S. H., Chung, Y. C., & Chang, W. J. (2019). Interactivity, engagement, trust, purchase intention and word-of-mouth: A moderated mediation study. International Journal of Services Technology and Management, 25(2), 116. https://doi.org/10.1504/IJSTM.2019.098203
Malthouse, E. C., Haenlein, M., Skiera, B., Wege, E., & Zhang, M. (2013). Managing customer relationships in the social media era: Introducing the social CRM house. Journal of Interactive Marketing, 27(4), 270–280. https://doi.org/10.1016/j.intmar.2013.09.008
Miller, K. D., Fabian, F., & Lin, S.-J. (2009). Strategies for online communities. Strategic Management Journal, 30(3), 305–322. https://doi.org/10.1002/smj.735
Ministry of Cooperatives and SMEs. (2019). Tabel—2. Perkembangan Data Usaha Mikro, Kecil, Menengah (UMKM) dan Usaha Besar (UB) Tahun 2018—2019 [Dataset]. Ministry of Cooperatives and SMEs.
Montgomery, A. L., & Smith, M. D. (2009). Prospects for Personalization on the Internet. Journal of Interactive Marketing, 23(2), 130–137. https://doi.org/10.1016/j.intmar.2009.02.001
Muntinga, D. G., Moorman, M., & Smit, E. G. (2011). Introducing COBRAs: Exploring motivations for brand-related social media use. International Journal of Advertising, 30(1), 13–46. https://doi.org/10.2501/IJA-30-1-013-046
Ngo, V. M., Phan, Q. P. T., & Vu, H. M. (2021). Implementing social customer relationship management in turbulent environments: A dynamic capabilities perspective. Webology, 18(SI03), 49–70. https://doi.org/10.14704/WEB/V18SI03/WEB18020
Nunan, D., & Di Domenico, M. (2019). Older consumers, digital marketing, and public policy: A review and research agenda. Journal of Public Policy & Marketing, 38(4), 469–483. https://doi.org/10.1177/0743915619858939
OECD. (2018). SME and Entrepreneurship Policy in Indonesia 2018. Organization for Economic Cooperation and Development.
Office of Cooperatives and SMEs. (2019). Tabel—2. Perkembangan Data Usaha Mikro, Kecil, Menengah (UMKM) dan Usaha Besar (UB) Tahun 2018—2019 [Dataset]. Aceh Provincial Office of Cooperatives and SMEs.
Otto, A. S., Szymanski, D. M., & Varadarajan, R. (2020). Customer satisfaction and firm performance: Insights from over a quarter century of empirical research. Journal of the Academy of Marketing Science, 48(3), 543–564. https://doi.org/10.1007/s11747-019-00657-7
Park, N., Kee, K. F., & Valenzuela, S. (2009). Being immersed in social networking environment: Facebook groups, uses and gratifications, and social outcomes. CyberPsychology & Behavior, 12(6), 729–733. https://doi.org/10.1089/cpb.2009.0003
Payne, A. (2012). Handbook of CRM (0 ed.). Routledge. https://doi.org/10.4324/9780080476933
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
Pekovic, S., & Rolland, S. (2020). Recipes for achieving customer loyalty: A qualitative comparative analysis of the dimensions of customer experience. Journal of Retailing and Consumer Services, 56, 102171. https://doi.org/10.1016/j.jretconser.2020.102171
Petter, S., Straub, D., & Rai, A. (2007). Specifying formative constructs in information systems research. MIS Quarterly, 31(4), 623. https://doi.org/10.2307/25148814
Pitta, D. A., & Fowler, D. (2005). Online consumer communities and their value to new product developers. Journal of Product & Brand Management, 14(5), 283–291. https://doi.org/10.1108/10610420510616313
Prentice, C., & Nguyen, M. (2020). Engaging and retaining customers with AI and employee service. Journal of Retailing and Consumer Services, 56, 102186. https://doi.org/10.1016/j.jretconser.2020.102186
Reichheld, F. F. (1993, March 1). Loyalty-Based Management. Harvard Business Review. https://hbr.org/1993/03/loyalty-based-management
Reinartz, W., Haenlein, M., & Henseler, J. (2009). An empirical comparison of the efficacy of covariance-based and variance-based SEM. International Journal of Research in Marketing, 26(4), 332–344. https://doi.org/10.1016/j.ijresmar.2009.08.001
Rosenberg, L. J., & Czepiel, J. A. (1984). A marketing apparoach for customer retention. Journal of Consumer Marketing, 1(2), 45–51. https://doi.org/10.1108/eb008094
Ryals, L., & Knox, S. (2001). Cross-functional issues in the implementation of relationship marketing through customer relationship management. European Management Journal, 19(5), 534–542. https://doi.org/10.1016/S0263-2373(01)00067-6
Ryals, L., & Payne, A. (2001). Customer relationship management in financial services: Towards information-enabled relationship marketing. Journal of Strategic Marketing, 9(1), 3–27. https://doi.org/10.1080/713775725
Sarstedt, M., Henseler, J., & Ringle, C. M. (2011). Multi-group analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results. In M. Sarstedt, M. Schwaiger, & C. R. Taylor (Eds.), Advances in International Marketing (Vol. 22, pp. 195–218). Emerald Group Publishing Limited.
Sheth, J. N., & Parvatiyar, A. (Eds.). (2000). Relationship Marketing: Paradigm Shift or Shaft? In J. N. Sheth & A. Parvatiyar, Handbook of Relationship Marketing (pp. 609–620). SAGE Publications, Inc. https://doi.org/10.4135/9781452231310.n23
Sigala, M. (2018). Implementing social customer relationship management: A process framework and implications in tourism and hospitality. International Journal of Contemporary Hospitality Management, 30(7), 2698–2726. https://doi.org/10.1108/IJCHM-10-2015-0536
Sin, L. Y. M., Tse, A. C. B., & Yim, F. H. K. (2005). CRM: Conceptualization and scale development. European Journal of Marketing, 39(11/12), 1264–1290. https://doi.org/10.1108/03090560510623253
Sohail, M. S., Hasan, M., & Sohail, A. F. (2020). The impact of social media marketing on brand trust and brand loyalty: An Arab perspective. International Journal of Online Marketing, 10(1), 15–31. https://doi.org/10.4018/IJOM.2020010102
Sonobe, T., Takeda, A., Yoshida, S., & Truong, H. T. (2021). The Impacts of the Covid-19 Pandemic on Micro, Small, and Medium Enterprises in Asia and Their Digitalization Responses. Asian Development Bank Institute (Working Paper 1241). ADB Institute.
Taherparvar, N., Esmaeilpour, R., & Dostar, M. (2014). Customer knowledge management, innovation capability and business performance: A case study of the banking industry. Journal of Knowledge Management, 18(3), 591–610. https://doi.org/10.1108/JKM-11-2013-0446
Tambunan, T. (2020). MSMEs in times of crisis: Evidence from Indonesia. Journal of Developing Economies, 5(2), 91. https://doi.org/10.20473/jde.v5i2.20848
Teichert, T., & Rost, K. (2003). Trust, involvement profile and customer retention—Modelling, effects and implications. International Journal of Technology Management, 26(5/6), 621. https://doi.org/10.1504/IJTM.2003.003426
Teima, G. O., Gamser, M., Hommes, M., Hachem, J. C., & Cuadra Miranda, A. (2021). MSME Digital Finance: Resilience and Innovation during COVID-19 [Report]. World Bank Group.
Trainor, K. J., Andzulis, J. (Mick), Rapp, A., & Agnihotri, R. (2014). Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM. Journal of Business Research, 67(6), 1201–1208. https://doi.org/10.1016/j.jbusres.2013.05.002
UNDP & LPEM FEB UI. (2020). Impact of COVID-19 Pandemic on MSMEs in Indonesia [Report]. United Nations Development Programme and LPEM FEB Universitas Indonesia.
Vandermerwe, S. (1996). Becoming a customer “owning” corporation. Long Range Planning, 29(6), 770–782. https://doi.org/10.1016/S0024-6301(97)82815-4
Wedel, M., & Kannan, P. K. (2016). Marketing analytics for data-rich environments. Journal of Marketing, 80(6), 97–121. https://doi.org/10.1509/jm.15.0413
Wong, A., & Sohal, A. (2003). Service quality and customer loyalty perspectives on two levels of retail relationships. Journal of Services Marketing, 17(5), 495–513. https://doi.org/10.1108/08876040310486285
Yeon, J., Park, I., & Lee, D. (2019). What creates trust and who gets loyalty in social commerce? Journal of Retailing and Consumer Services, 50, 138–144. https://doi.org/10.1016/j.jretconser.2019.05.009
Zafar, A. U., Qiu, J., Li, Y., Wang, J., & Shahzad, M. (2021). The impact of social media celebrities’ posts and contextual interactions on impulse buying in social commerce. Computers in Human Behavior, 115, 106178. https://doi.org/10.1016/j.chb.2019.106178