Factors Affecting Switching Intention from Cash on Delivery to E-Payment Services in C2C E-Commerce Transactions: COVID-19, Transaction, and Technology Perspectives

Betty Purwandari, Syahrul Alam Suriazdin, Achmad Nizar Hidayanto, Suryana Setiawan, Kongkiti Phusavat, Mutia Maulida

Abstract


During the COVID-19 pandemic, the application of e-payment has rapidly increased. However, e-payment has not been able to achieve a trustworthy level in e-commerce transactions. Thus, cash payment methods with Cash On Delivery (COD) services still dominate C2C e-commerce payment transactions in Indonesia. This study aims to investigate factors that affect users' switching intentions from COD to e-payment services. The research model was adopted by using the Push-Pull-Mooring framework, integrating perceived COVID-19 risk, technology acceptance, and transaction effort. Empirical research was conducted using data from 546 COD and e-payment users in Indonesia, with Structural Equation Modelling (SEM) being used to validate the model and analyze the hypotheses. The results indicate that switching intention from COD to e-payment is significantly influenced by pull factors in e-payment, which are economic benefits, performance expectancy, effort expectancy, and critical mass. There are also two mooring factors that significantly influence the switching intention from COD to e-payment, which are trust and perceived security and privacy. This study makes a significant contribution to the literature in terms of validating a theoretical framework that emphasizes factors that influence user switching intentions from COD to e-payment in the context of the COVID-19 pandemic. This research can be a reference for Indonesian payment system regulators and e-payment service providers in formulating regulations and strategies to accelerate the spread of digital transactions in Indonesia.

 

Doi: 10.28991/esj-2022-SPER-010

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Keywords


E-Commerce; Payment Systems; Switching Intention COVID-19; Indonesia.

References


Wang, L., Luo, X. (Robert), Yang, X., & Qiao, Z. (2019). Easy come or easy go? Empirical evidence on switching behaviors in mobile payment applications. Information and Management, 56(7), 103150. doi:10.1016/j.im.2019.02.005.

United Nations (2020). COVID-19: Embracing digital government during the pandemic and beyond | Department of Economic and Social Affairs. In Department of Economic and Social Affairs (Issue 61, pp. 1–4). Available online: https://www.un.org/development/desa/dpad/publication/un-desa-policy-brief-61-covid-19-embracing-digital-government-during-the-pandemic-and-beyond/ (accessed on December 2021).

Fatonah, S., Yulandari, A., & Wibowo, F. W. (2018). A Review of E-Payment System in E-Commerce. Journal of Physics: Conference Series, 1140(1). doi:10.1088/1742-6596/1140/1/012033.

ASEAN Up. (2019). Top 10 e-commerce sites in Indonesia 2019. Available online: https://aseanup.com/top-e-commerce-sites-indonesia/ (accessed on September 2021).

Alpha JWC Ventures and Kearney. (2021). Unlocking the next wave of digital growth: beyond metropolitan Indonesia. Available online: https://www.kearney.com/digital/article/?/a/unlocking-the-next-wave-of-digital-growth-beyond-metropolitan-indonesia (accessed on January 2021).

Junadi, & Sfenrianto. (2015). A Model of Factors Influencing Consumer’s Intention to Use E-payment System in Indonesia. Procedia Computer Science, 59(Iccsci), 214–220. doi:10.1016/j.procs.2015.07.557.

Halaweh, M. (2018). Cash on delivery (COD) as an alternative payment method for e-commerce transactions: Analysis and implications. International Journal of Sociotechnology and Knowledge Development, 10(4), 1–12. doi:10.4018/IJSKD.2018100101.

Karunarathna, N. (2021). Critical factors influencing online consumer preference towards cash on delivery method in Sri Lanka. Journal of Research in Emerging Markets, 3(1), 66–80. doi:10.30585/jrems.v3i1.566.

Sari, Y., & Alkaff, M. (2020, November). Classification of Rice Leaf using Fuzzy Logic and Hue Saturation Value (HSV) to Determine Fertilizer Dosage. In 2020 Fifth International Conference on Informatics and Computing (ICIC) (pp. 1-6). IEEE. doi:10.1109/ICIC50835.2020.9288585.

Sari, Y., Wijaya, E. S., Baskara, A. R., & Kasanda, R. S. D. (2020). PSO optimization on backpropagation for fish catch production prediction. Telkomnika (Telecommunication Computing Electronics and Control), 18(2), 776–782. doi:10.12928/TELKOMNIKA.V18I2.14826.

Hamed, S., & El-Deeb, S. (2020). Cash on Delivery as a Determinant of E-Commerce Growth in Emerging Markets. Journal of Global Marketing, 33(4), 242–265. doi:10.1080/08911762.2020.1738002.

Wu, B., Deng, X., & Cui, X. (2020). Cash on delivery or online payment: mobile channel, order size and payment methods. Journal of Contemporary Marketing Science, 3(2), 225–242. doi:10.1108/jcmars-12-2019-0048.

Adirinekso, G. P., Purba, J. T., & Budiono, S. (2021). Worker switching intention from pay later apps to card: An HCM approach of Traveloka customers in Jakarta. In Proceedings of the International Conference on Industrial Engineering and Operations Management (April 5 - 8, 2021), Sao Paulo, Brazil.

Lu, H. P., & Wung, Y. S. (2021). Applying transaction cost theory and push-pull-mooring model to investigate mobile payment switching behaviors with well-established traditional financial infrastructure. Journal of Theoretical and Applied Electronic Commerce Research, 16(2), 1–21. doi:10.4067/S0718-18762021000200102.

Pramunendar, R. A., Prabowo, D. P., Pergiwati, D., Sari, Y., Andono, P. N., & Soeleman, M. A. (2020). New workflow for marine fish classification based on combination features and CLAHE enhancement technique. International Journal of Intelligent Engineering and Systems, 13(4), 293–304. doi:10.22266/IJIES2020.0831.26.

Loh, X. M., Lee, V. H., Tan, G. W. H., Ooi, K. B., & Dwivedi, Y. K. (2021). Switching from cash to mobile payment: what’s the hold-up? Internet Research, 31(1), 376–399. doi:10.1108/INTR-04-2020-0175.

Pandey, S., & Kumar, D. (2021). From a literature review to a conceptual framework for customer-to-customer value co-creation. Contemporary Management Research, 17(3), 189–221. doi:10.7903/CMR.20663.

Hamdani, T. (2019). Hasil Survei: Orang Indonesia Belanja Online 5 Kali/Bulan, detikFinance. Available online: https://finance.detik.com/industri/d-4805460/hasil-survei-orang-indonesia-belanja-online-5-kalibulan (accessed on October 2021).

Sujatha, R., & Karthikeyan, M. S. (2021). Determinants of e-commerce adoption: Evidence from small and medium-sized enterprises in india. International Journal of Business and Society, 22(2), 574–590. doi:10.33736/ijbs.3740.2021.

Chaudhury, A., & Kuilboer, J. P. (2001). E-business and E-commerce Infrastructure: Technologies Supporting the E-business Initiative. McGraw-Hill Higher Education, New York, United Startes.

Fu’Adi, D. K., Hidayanto, A. N., Inan, D. I., & Phusavat, K. (2021). The Implementation of Augmented Reality in E-Commerce Customization: A Systematic Literature Review. Proceedings of 2021 13th International Conference on Information and Communication Technology and System, ICTS 2021, 12–17. doi:10.1109/ICTS52701.2021.9608322.

Birdsall, N., Savedoff, W. D., Mahgoub, A., & Vyborny, K. (2012). Cash on delivery: a new approach to foreign aid. CGD Books.

Khan, M. M., Amin, M. R., Mamun, A. Al, & Sajib, A. A. (2021). Development of Web Based Online Medicine Delivery System for COVID-19 Pandemic. Journal of Software Engineering and Applications, 14(01), 26–43. doi:10.4236/jsea.2021.141003.

Chaiyasoonthorn, W., & Suksa-ngiam, W. (2019). The Diffusion and Adoption of Electronic Payment Systems in Bangkok. International Journal of E-Business Research, 15(2), 102–115. doi:10.4018/ijebr.2019040106.

Odeh, M., & Yousef, M. (2021). The effect of Covid-19 on the electronic payment system: Usage level trust and competence perspectives. Indonesian Journal of Electrical Engineering and Computer Science, 22(2), 1144–1155. doi:10.11591/ijeecs.v22.i2.pp1144-1155.

Yu, Y., & Chung, T. (2022). Electronic Payment Performance: A Trend and Contextual Analysis of Its Social Impact on Secured E-Payment in 2016-19. In Handbook of Research on Social Impacts of E-Payment and Blockchain Technology, 196-228. IGI Global. doi: 10.4018/978-1-7998-9035-5.ch012.

Xena, P., & Rahadi, R. A. (2019). Adoption of e-payment to support small medium enterprise payment system: A conceptualised model. International Journal of Accounting, Finanace and Business, 4(18), 32-41.

Al-Sabaawi, M. Y. M., Alshaher, A. A., & Alsalem, M. A. (2021). User trends of electronic payment systems adoption in developing countries: an empirical analysis. Journal of Science and Technology Policy Management. doi:10.1108/JSTPM-11-2020-0162.

Sulistyaningsih, H., & Hanggraeni, D. (2021). The Impact of Technological, Organisational, Environmental Factors on The Adoption of QR Code Indonesian Standard and Micro Small Medium Enterprise Performance. Turkish Journal of Computer and Mathematics Education, 12(14), 5325–5341.

Statista. (2021). Distribution of e-commerce payment methods in the United States 2020. Statista. Available online: https://www.statista.com/statistics/935676/payment-methods-used-for-online-transactions-usa/ (accessed on December 2021).

Adirinekso, G. P., & Assa, A. F. (2021). Is There Any Customer Switching the Intention from Traveloka PayLater to Traveloka PayLater Card? A Preliminary Investigation on Worker in Jakarta. Proceedings of the Ninth International Conference on Entrepreneurship and Business Management (ICEBM 2020), 174, 570–577,. doi:10.2991/aebmr.k.210507.084.

Hsieh, P. J. (2021). Understanding medical consumers’ intentions to switch from cash payment to medical mobile payment: A perspective of technology migration. Technological Forecasting and Social Change, 173(May), 121074. doi:10.1016/j.techfore.2021.121074.

Handarkho, Y. D., & Harjoseputro, Y. (2020). Intention to adopt mobile payment in physical stores: Individual switching behavior perspective based on Push–Pull–Mooring (PPM) theory. Journal of Enterprise Information Management, 33(2), 285–308. doi:10.1108/JEIM-06-2019-0179.

Ahmed, S., & Sur, S. (2021). Change in the uses pattern of digital banking services by Indian rural MSMEs during demonetization and Covid-19 pandemic-related restrictions. Vilakshan - XIMB Journal of Management, ahead-of-print(ahead-of-print). doi:10.1108/xjm-09-2020-0138.

Aji, H. M., Berakon, I., & Md Husin, M. (2020). COVID-19 and e-wallet usage intention: A multigroup analysis between Indonesia and Malaysia. Cogent Business and Management, 7(1). doi:10.1080/23311975.2020.1804181.

Barua, Z., & Barua, A. (2020). Acceptance and usage of mHealth technologies amid COVID-19 pandemic in a developing country: the UTAUT combined with situational constraint and health consciousness. Journal of Enabling Technologies, 15(1), 1–22. doi:10.1108/JET-08-2020-0030.

Damberg, S. (2021). Predicting future use intention of fitness apps among fitness app users in the United Kingdom: the role of health consciousness. International Journal of Sports Marketing and Sponsorship. doi:10.1108/IJSMS-01-2021-0013.

Tran, T. A., Han, K. S., & Park, S. R. (2019). Factors Affecting the Switching lntention to Mobile Payment-Focused on Vietnam. International Information Institute (Tokyo). Information, 22(4), 295–310.

Indrawati, & Putri, D. A. (2018). Analyzing factors influencing continuance intention of E-payment adoption using modified UTAUT 2 Model: (A case study of Go-Pay from Indonesia). 6th International Conference on Information and Communication Technology, ICoICT (12 November 2018), Bandung, Indonesia, 167–173. doi:10.1109/ICoICT.2018.8528748.

Fang, Y. H., & Tang, K. (2017). Involuntary migration in cyberspaces: The case of MSN messenger discontinuation. Telematics and Informatics, 34(1), 177–193. doi:10.1016/j.tele.2016.05.004.

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. doi:10.1016/j.ijinfomgt.2019.08.008.

Aristyana Dewi, M. A., Hidayanto, A. N., Shihab, M. R., & Zhu, Y. Q. (2017). Trust transfer and its effects on the continuance usage of mobile service in B2C E-marketplaces. Proceedings Ot the 21st Pacific Asia Conference on Information Systems: “‘Societal Transformation Through IS/IT’”, PACIS 2017.

Marriott, H. R., & Williams, M. D. (2018). Exploring consumers perceived risk and trust for mobile shopping: A theoretical framework and empirical study. Journal of Retailing and Consumer Services, 42, 133–146. doi:10.1016/j.jretconser.2018.01.017.

Balapour, A., Nikkhah, H. R., & Sabherwal, R. (2020). Mobile application security: Role of perceived privacy as the predictor of security perceptions. International Journal of Information Management, 52(July), 102063. doi:10.1016/j.ijinfomgt.2019.102063.

Matemba, E. D., & Li, G. (2018). Consumers’ willingness to adopt and use WeChat wallet: An empirical study in South Africa. Technology in Society, 53, 55–68. doi:10.1016/j.techsoc.2017.12.001.

Bölen, M. C. (2020). From traditional wristwatch to smartwatch: Understanding the relationship between innovation attributes, switching costs and consumers’ switching intention. Technology in Society, 63. doi:10.1016/j.techsoc.2020.101439.

Hair, J. F., Black, W. C., Babin, B. J., and Anderson, R. E. (2010). Multivariate data analysis (7th Ed.), Pearson Education Limited, London, United Kingdom.

Kline, R. B. (2015). Principles and practice of structural equation modeling (4th Ed.). Guilford Press, New York, United States.

Haryono. (2016). Structural Equation Modeling untuk penelitian manajemen dengan AMOS. In Bekasi. Penerbit PT Intermedia Pers. Utama, Malaysia.

Iskandar (2020). Orang Indonesia Getol Belanja Online dengan COD Selama Pandemi. Liputan 6. Available online: https://www.liputan6.com/tekno/read/4321514/orang-indonesia-getol-belanja-online-dengan-cod-selama-pandemi (accessed on January 2022).

Asianto, D. P. A. (2018). Kaum Ibu Makin Aktif Gunakan Internet, Pengaruhi Cara Belanja, Kebiasaan Menonton TV Menurun. SuaraKarya. Available online: https://www.suarakarya.id/metro/pr-2601648326/Kaum-Ibu-Makin-Aktif-Gunakan-Internet-Pengaruhi-Cara-Belanja-Kebiasaan-Menonton-TV-Menurun (accessed on January 2022).

Harn, A. C. P., Khatibi, A., & Ismail, H. bin. (2006). E-Commerce: A Study on Online Shopping in Malaysia. Journal of Social Sciences, 13(3), 231–242. doi:10.1080/09718923.2006.11892554.


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DOI: 10.28991/esj-2022-SPER-010

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