Clicks to Connection: How Digital Marketing Drives Customer Loyalty in E-Commerce

Daisy Mui Hung Kee, A. J. Ali, Li Wen Ng, Ying Yee Ng, Nicholas Zhe Kai Tay, Noor Shatirah Binti Ahmad, Nor Elyana Nafisya Binti Khairul Anuar

Abstract


Lazada Group, Southeast Asia’s leading e-commerce platform, operates across six countries and has served as Alibaba Group’s regional flagship since 2016. This study investigates the factors influencing customer satisfaction and loyalty toward Lazada in Malaysia, focusing on perceived usefulness, ease of use, trust, convenience, and security risks. A quantitative approach was used, collecting data from 185 Lazada users in Malaysia through a structured Google Forms survey. Regression analysis was conducted to test the proposed hypotheses. Findings reveal that perceived trust, convenience, and customer satisfaction have significant positive effects on customer loyalty, supporting H6, H8, H9, and H11. Customer satisfaction emerged as the strongest predictor (? = 0.264) and key mediator, with the model explaining 81.9% (R² = 0.819) of the variance in customer loyalty. For customer satisfaction, perceived convenience was the strongest predictor (? = 0.440), followed by ease of use (? = 0.216) and trust (? = 0.203), supporting H2, H3, and H4. Perceived usefulness and security risks showed weak or negative effects, leading to the rejection of H1, H5, H7, and H10. These findings offer actionable insights to enhance digital marketing strategies and improve customer satisfaction and loyalty in Malaysia’s competitive e-commerce landscape.


Keywords


Customer Loyalty; Customer Satisfaction; Perceived Convenience; Perceived Ease of Use; Perceived Security Risks; Perceived Trust; Perceived Usefulness

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References


Al-Debei, M. M., Akroush, M. N., & Ashouri, M. I. (2015). Consumer attitudes towards online shopping: The effects of trust, perceived benefits, and perceived web quality. Internet Research, 25(5), 707–733. https://doi.org/10.1108/IntR-05-2014-0146

Amin, M., Rezaei, S., & Abolghasemi, M. (2014). User satisfaction with mobile websites: The impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust. Nankai Business Review International, 5(3), 258–274. https://doi.org/10.1108/NBRI-01-2014-0005

Anwar, A., Kee, D. M. H., Salman, A., & Jabeen, G. (2022). Impact of COVID-19 social media news on employee behavior: The mediating role of psychological well-being and depression. Asian Education and Development Studies, 11(1), 196–211. https://doi.org/10.1108/AEDS-07-2020-0159

Aslam, W., Hussain, A., Farhat, K., & Arif, I. (2019). Underlying factors influencing consumers’ trust and loyalty in e-commerce. Business Perspectives and Research, 8(2), 186–204. https://doi.org/10.1177/2278533719887451

Cheema, U., Rizwan, M., Jalal, R., Durrani, F., & Sohail, N. (2013). The trend of online shopping in 21st century: Impact of enjoyment in TAM model. Asian Journal of Empirical Research, 3(2), 131–141. https://archive.aessweb.com/index.php/5004/article/view/2948

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008

Department of Statistics Malaysia. (2023). Malaysia digital economy 2022. Department of Statistics Malaysia. https://storage.dosm.gov.my/gdp/digitaleconomy_2022.pdf

Ebrahimabad, F. Z., Yazdani, H., Hakim, A., & Asarian, M. (2024). Augmented reality versus web-based shopping: How does AR improve user experience and online purchase intention. Telematics and Informatics Reports, 15, 100152. https://doi.org/10.1016/j.teler.2024.100152

Edeh, F. O., Quttainah, M. A., Badrulzaman, S. N. S., Kee, D. M. H., Zamri, S. M., Mahmud, T. T., Shafiee, S. S. I., & Awoke, V. C. (2021). Factors contributing to online purchase intention amongst Malaysian consumers: A case of Lazada. International Journal of Accounting & Finance in Asia Pacific, 4(2), 33–45. https://doi.org/10.32535/ijafap.v4i2.1113

Eid, M. I. (2011). Determinants of e-commerce customer satisfaction, trust, and loyalty in Saudi Arabia. Journal of Electronic Commerce Research, 12(1), 78. http://www.jecr.org/node/337

Eryi?it, C., & Fan, Y. (2021). The effects of convenience and risk on e-loyalty through the mediating role of e-service quality: A comparison for China and Turkey. Journal of International Consumer Marketing, 33(5), 613–626. https://doi.org/10.1080/08961530.2021.1879704

Fornell, C. (1992). A national customer satisfaction barometer: The Swedish experience. Journal of Marketing, 56(1), 6–21. https://doi.org/10.1177/002224299205600103

Foroutan, R. A., Sarokolaei, M. G., & Rezaeian, J. (2022). Online customer behavior: An analysis of the effects of cognitive and affective trust. Current Chinese Science, 2(6), 434–449. https://doi.org/10.2174/2210298102666220829121101

Gassenheimer, J. B., Houston, F. S., & Davis, J. C. (1998). The role of economic value, social value, and perceptions of fairness in interorganizational relationship retention decisions. Journal of the Academy of Marketing Science, 26(4), 322–337. https://doi.org/10.1177/0092070398264005

Hair, J. F. Jr., Anderson, R. E., Babin, B. J., & Black, W. C. (2010). Multivariate data analysis: A global perspective (7th ed.). Pearson Education. http://lib.ugent.be/catalog/rug01:001321386

Handoyo, S. (2024). Purchasing in the digital age: A meta-analytical perspective on trust, risk, security, and e-WOM in e-commerce. Heliyon, 10(8). https://doi.org/10.1016/j.heliyon.2024.e29714

Hui, G. K., Lim, S. H., Aronkar, P., Lim, W. S., Lin, X., Hashim, M. B. M., & Kee, D. M. H. (2024). Investigating the relationship between key factors and customer satisfaction in an online shopping platform. Journal of the Community Development in Asia, 7(2), 149–162. https://doi.org/10.32535/jcda.v7i2.3213

Kalia, P., Kaushal, R., Singla, M., & Parkash, J. (2021). Determining the role of service quality, trust and commitment to customer loyalty for telecom service users: a PLS-SEM approach. The TQM Journal, 33(7), 377-396. https://doi.org/10.1108/tqm-04-2021-0108

Kee, D. M. H., Al-Anesi, M., Chandran, S., Elanggovan, H., Nagendran, B., & Mariappan, S. (2021). COVID-19 as a double-edged sword: The perfect opportunity for GrabFood to optimize its performance. Journal of the Community Development in Asia, 4(1), 53–65. https://doi.org/10.32535/jcda.v4i1.998

Kee, D. M. H., Gan, Z. W., Chan, Y. Q., Lee, H. T., Tan, X. Y., & Lee, S. W. (2021). Customer satisfaction and brand loyalty: A case study of Nestlé. Advances in Global Economics and Business Journal, 2(1), 13–26.

Kee, D. M. H., Veeraselvam, V. R. A., Vayapuri, V. A., Aisyah, U., A’ishah, T. A., Enakhifo, E., & Edeh, F. O. (2022). Contributing factors to customer satisfaction during the pandemic: A study of Foodpanda in Malaysia and Nigeria. International Journal of Tourism and Hospitality in Asia Pacific, 5(1), 21–33. https://doi.org/10.32535/ijthap.v5i1.1399

Kee, D. M. H., Wawi, M. H. H., Zohri, M. H., Mok, H. X., Mok, M. N., Rafif, M. I., …, & Priyambodo, H. G. (2023). Are you satisfied with Shopee? A study of customer satisfaction towards Shopee. International Journal of Tourism & Hospitality in Asia Pacific, 6(2), 102–115. https://doi.org/10.32535/ijthap.v6i2.2342

Kee, D. M. H., Zakiah, S. N. S., Nadhirah, A., Shamsuri, N. B., Syazana, N. A., & Nadia, N. I. (2021). The impact of COVID-19 pandemic on customer satisfaction and business performance of Foodpanda. Advances in Global Economics and Business Journal, 2(1), 27–38.

Kemp, S. (2024, February 23). Digital 2024: Malaysia. Datareportal. https://datareportal.com/reports/digital-2024-malaysia

Kuek, T. Y., Yusof, R., Selvam, S. A., Roslan, S. R. B., Aibau, S. R. A., Su, X., Vats, I., Singhal, J., Chaudhary, K., & Kee, D. M. H. (2023). How does Starbucks develop brand loyalty among its customers in Asia? Insights from Malaysia, Indonesia, and India. International Journal of Accounting and Finance in Asia Pacific, 6(3), 118–131. https://doi.org/10.32535/ijafap.v6i3.26

Kumar, A., & Kashyap, A. K. (2018). Leveraging utilitarian perspective of online shopping to motivate online shoppers. International Journal of Retail & Distribution Management, 46(3), 247-263. https://doi.org/10.1108/IJRDM-08-2017-0161

Kurnia, R. A., & Tandijaya, T. N. B. (2023). Pengaruh perceived ease of use, perceived usefulness, security dan trust terhadap intention to use aplikasi Jago. Jurnal Manajemen Pemasaran, 17(1), 64-72. https://doi.org/10.9744/jmp.17.1.64-72

Lazada. (2022). About us. Lazada. https://www.lazada.com/en/about/

Le, H. S., Do, T. V. H., Nguyen, M. H., Tran, H. A., Pham, T. T. T., Nguyen, N. T., & Nguyen, V. H. (2024). Predictive model for customer satisfaction analytics in e-commerce sector using machine learning and deep learning. International Journal of Information Management Data Insights, 4(2), 100295. https://doi.org/10.1016/j.jjimei.2024.100295

Lew, T. Y., Ling, L. H., Bin Mohd Fuad, A. A. R., Khan, A. B. A., Ismail, A. A. B., Hazaini, A. A. B. M., & Kee, D. M. H. (2024). Impact of COVID-19 pandemic on customer satisfaction and business performance. Journal of the Community Development in Asia, 7(3), 482–498. https://doi.org/10.32535/jcda.v7i3.3502

Liao, C., Lin, H. N., Luo, M. M., & Chea, S. (2017). Factors influencing online shoppers’ repurchase intentions: The roles of satisfaction and regret. Information & Management, 54(5), 651-668. https://doi.org/10.1016/j.im.2016.12.005

Lim, Y. H., Kee, D. M. H., Lai, X. Y., Lee, Z. M., Low, M. Q., Sariya, S., & Sharma, S. (2020). Organizational culture and customer loyalty: A case of Harvey Norman. Asia Pacific Journal of Management and Education, 3(1), 47–62. https://doi.org/10.32535/apjme.v3i1.743

Lok, Y. H., Jian, O. Z., Chaudhary, M. K., Azhar, N. A. B. K., Azizi, N. Z. B., Azman, N. A. B., Hassan, N. H. B., & Kee, D. M. H. (2024). A case study: How social media influences consumer behavior towards McDonald’s. International Journal of Accounting & Finance in Asia Pacific, 7(2), 102–115. https://doi.org/10.32535/ijafap.v7i2.3250

Lova, A. N., & Haryono, G. (2023). Purchase determinants of customer loyalty: The mediating effect of e-trust in e-commerce. Journal of Scientific Research, Education, and Technology, 2(3), 1024-1036. https://doi.org/10.58526/jsret.v2i3.192

Ma, X., & Wang, Z. (2024). Computer security technology in e-commerce platform business model construction. Heliyon, 10(7), e28571. https://doi.org/10.1016/j.heliyon.2024.e28571

Mansouri, H., Sadeghi Boroujerdi, S., & Md Husin, M. (2022). The influence of sellers’ ethical behaviour on customer’s loyalty, satisfaction and trust. Spanish Journal of Marketing-ESIC, 26(2), 267-283. https://doi.org/10.1108/sjme-09-2021-0176

Marso, M. (2022). The effect of perceived ease of use and perceived usefulness on trust, loyalty of e-commerce customers. Advances in Economics, Business and Management Research, 796–804. https://doi.org/10.2991/978-94-6463-008-4_100

Miao, M., Jalees, T., Zaman, S. I., Khan, S., Hanif, N. U. A., & Javed, M. K. (2022). The influence of e-customer satisfaction, e-trust and perceived value on consumer's repurchase intention in B2C e-commerce segment. Asia Pacific Journal of Marketing and Logistics, 34(10), 2184-2206. https://doi.org/10.1108/APJML-03-2021-0221

Mitchev, T., & Nuangjamnong, C. (2021). The impact of E-commerce on customer satisfaction and customer loyalty during the COVID-19 pandemic: a quantitative analysis in Thailand. AU-GSB e-JOURNAL, 14(2), 59-70. https://doi.org/10.14456/augsbejr.2021.15

Mofokeng, T. E. (2023). Antecedents of trust and customer loyalty in online shopping: The moderating effects of online shopping experience and e-shopping spending. Heliyon, 9(5), e16182. https://doi.org/10.1016/j.heliyon.2023.e16182

Molinillo, S., Aguilar-Illescas, R., Anaya-Sanchez, R., & Carvajal-Trujillo, E. (2022). The customer retail app experience: Implications for customer loyalty. Journal of Retailing and Consumer Services, 65, 102842. https://doi.org/10.1016/j.jretconser.2021.102842

Mustakim, N. A., Hassan, Z., Sauid, M. K., Ebrahim, Z. B., & Mokhtar, N. (2022). Factors affecting customer satisfaction on Shopee. International Journal of Academic Research in Business and Social Sciences, 12(10), 544–556. https://doi.org/10.6007/IJARBSS/v12-i10/14751

Nadroo, Z. M., Lim, W. M., & Naqshbandi, M. A. (2024). Domino effect of parasocial interaction: Of vicarious expression, electronic word-of-mouth, and bandwagon effect in online shopping. Journal of Retailing and Consumer Services, 78, 103746. https://doi.org/10.1016/j.jretconser.2024.103746

Nair, R. K., Ganatra, V., Kee, D. M. H., Heng, S. W., Mei, H., Huang, C., & Doshi, V. (2022). How do social media platforms help to improve business performances during the COVID-19 pandemic? A study of TikTok. Journal of the Community Development in Asia, 5(1), 41–53. https://doi.org/10.32535/jcda.v5i1.1384

Oh, Z. J., Lew, T. Y., Saw, W. T., Sarveena, Shen, Z. B., Shoo, Y. W., & Kee, D. M. H. (2023). Factors that influence university students toward customer satisfaction and customer loyalty at Starbucks in Malaysia. International Journal of Tourism & Hospitality in Asia Pacific, 6(2), 51–61. https://doi.org/10.32535/ijthap.v6i2.2327

Oliver, R. L. (2010). Satisfaction: A behavioral perspective on the consumer. Choice Reviews Online, 47(12), 47–6963. https://doi.org/10.5860/choice.47-6963

Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the Technology Acceptance Model. International Journal of Electronic Commerce, 7(3), 101–134. https://doi.org/10.1080/10864415.2003.11044275

Pérez-Morón, J., Madan, S., Cheu, J. Y., Kee, D. M. H., Cheong, L. C., Chin, R., & Garcia, A. P. M. (2022). Effect of service quality and customer satisfaction on customer loyalty: A case study of Starbucks in Malaysia. International Journal of Tourism and Hospitality in Asia Pacific, 5(1), 62–74. https://doi.org/10.32535/ijthap.v5i1.1402

Qalati, S. A., Vela, E. G., Li, W., Dakhan, S. A., Thuy, T. T. H., & Merani, S. H. (2021). Effects of perceived service quality, website quality, and reputation on purchase intention: The mediating and moderating roles of trust and perceived risk in online shopping. Cogent Business & Management, 8(1), 1869363. https://doi.org/10.1080/23311975.2020.1869363

Rahayu, E., Fauzan, F., Wijaya, H., & Gunadi, W. (2020). The effect of trust and satisfaction on customer loyalty in online shop: case of C2C E-commerce in Indonesia. International Journal of Academic Research in Business and Social Sciences, 10(8), 699-709. https://doi.org/10.6007/ijarbss/v10-i8/7619

Reast, J. D. (2005). Brand trust and brand extension acceptance: the relationship. Journal of Product & Brand Management, 14(1), 4-13. https://doi.org/10.1108/10610420510583707

Rita, P., Oliveira, T., & Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690. https://doi.org/10.1016/j.heliyon.2019.e02690

Ruiz, E. H., Restrepo, C. A. P., Lopez, C. A., Jegathesan, K. A., Kee, D. M. H., Ganasan, K. A., & Rao, P. A. N. (2020). Samsung: Customer loyalty strategy in Malaysia and Colombia. International Journal of Accounting & Finance in Asia Pacific, 3(2), 57–67. https://doi.org/10.32535/ijafap.v3i2.835

Saha, S. K., Duarte, P., Silva, S. C., & Zhuang, G. (2023). The role of online experience in the relationship between service convenience and future purchase intentions. Journal of Internet Commerce, 22(2), 244-271. https://doi.org/10.1080/15332861.2022.2045767

Sarkar, S., Chauhan, S., & Khare, A. (2020). A meta-analysis of antecedents and consequences of trust in mobile commerce. International Journal of Information Management, 50, 286-301. https://doi.org/10.1016/j.ijinfomgt.2019.08.008

Savila, I. D., Wathoni, R. N., & Santoso, A. S. (2019). The role of multichannel integration, trust and offline-to-online customer loyalty towards repurchase intention: An empirical study in online-to-offline (O2O) e-commerce. Procedia Computer Science, 161, 859-866. https://doi.org/10.1016/j.procs.2019.11.193

Shamsi, S., Khan, S., & Khan, M. A. (2023). Moderating effect of gender on service convenience and customer satisfaction: an empirical study of Indian e-retailers. LBS Journal of Management & Research, 21(1), 64-80. https://doi.org/10.1108/lbsjmr-07-2022-0038

Statista. (2024). Lazada Malaysia: Revenue 2025. Statista. https://www.statista.com/statistics/1485256/lazada-malaysia-revenue/

Szymanski, D. M., & Hise, R. T. (2000). E-satisfaction: An initial examination. Journal of Retailing, 76(3), 309–322. https://doi.org/10.1016/S0022-4359(00)00035-X

Tahir, A. H., Adnan, M., & Saeed, Z. (2024). The impact of brand image on customer satisfaction and brand loyalty: A systematic literature review. Heliyon, 10(16), e36254. https://doi.org/10.1016/j.heliyon.2024.e36254

Thi, B. N., Tran, T. L. A., Tran, T. T. H., Le, T. T., Tran, P. N. H., & Nguyen, M. H. (2022). Factors influencing continuance intention of online shopping of Generation Y and Z during the new normal in Vietnam. Cogent Business & Management, 9(1), 2143016. https://doi.org/10.1080/23311975.2022.2143016

TMO Group. (2024, March 14). Top 10 marketplaces in Malaysia for businesses selling online. TMO Group. https://www.tmogroup.asia/insights/top-online-marketplaces-malaysia/

Yo, P. W., Kee, D. M. H., Yu, J. W., Hu, M. K., Jong, Y. C., Ahmed, Z., ... & Nair, R. K. (2021). The influencing factors of customer satisfaction: A case study of Shopee in Malaysia. Studies of Applied Economics, 39(12). https://doi.org/10.25115/eea.v39i12.6839

Yong, C. Y. A., Kee, D. M. H., Chen, X., Pua, Y. Q., Siew, M. Q., & Dehrab, A. T. (2019). Lazada Group. Journal of International Conference Proceedings, 2(2), 19–29. https://doi.org/10.32535/jicp.v2i2.599

Yulisetiarini, D., Cahyani, S. B., Farida, L., Khusna, K., & Afandi, M. F. (2024). The influence of perceived usefulness and perceived ease of use on loyalty in spot online trading applications from Sucor Sekuritas through customer satisfaction. Journal of International Business Insight, 2(2), 79–84. https://doi.org/10.61552/JIBI.2024.02.003

Yusoff, M. N. H. B., Zainol, F. A., Ridzuan, R. H., Ismail, M., & Afthanorhan, A. (2021). Psychological traits and intention to use e-commerce among rural micro-entrepreneurs in Malaysia. Journal of Theoretical and Applied Electronic Commerce Research, 16(5), 1827–1843. https://doi.org/10.3390/jtaer16050102

Zaidi, S. D. A., Gondal, B. J., Yasmin, A., Rizwan, M., & Urooj, M. (2014). Antecedents of online shopping intention: A study held in Pakistan. Journal of Sociological Research, 5(1), 231-247. https://doi.org/10.5296/jsr.v5i1.6564




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