Towards a Cashless Society: The Effects of Perceived Convenience and Security on Gamified Mobile Payment Platform Adoption
DOI:
https://doi.org/10.3127/ajis.v25i0.2809Keywords:
gamification, perceived convenience, perceived security, developing country, mobile paymentAbstract
Integrating gamification into mobile payment platforms incentivizes people to use digital alternatives for payment and could spur user-centric, platform-mediated interactions. This study examines the relationship between perceived convenience and perceived security on individual users’ intention to use a gamified mobile payment platform in Malaysia; a developing country envisioned to build a cashless society. The partial least square structural equation modeling (PLS-SEM) technique is employed on a final sample of 388 online users. The results show that perceived convenience has a strong but indirect effect on the intention to use. Perceived security has a strong and direct effect on intention to use and mediates the relationship between perceived convenience and intention to use. Furthermore, the reliability aspect of security is a top priority concern for users interested in using mobile payment. The multi-functional aspect of convenience is a top priority concern to attract users who are not interested in using mobile payment at first. The study discusses theoretical and practical implications for developing a dual strategy of ‘ensuring convenience’ and ‘assuring security’ to encourage the gamified mobile payment platform adoption in developing countries.
References
Alhakami, A. S., & Slovic, P. (1994). A Psychological Study of the Inverse Relationship Between Perceived Risk and Perceived Benefit. Risk Analysis, 14(6), 1085–1096. https://doi.org/10.1111/j.1539-6924.1994.tb00080.x
Alhassan, A., Li, L., Reddy, K., & Duppati, G. (2020). Consumer acceptance and continuance of mobile money: Secondary data insights from Africa using the technology acceptance model. Australasian Journal of Information Systems, 24. https://doi.org/10.3127/AJIS.V24I0.2579
Alsawaier, R. (2018). The effect of gamification on motivation and engagement. International Journal of Information and Learning Technology, 35(1), 56–79. Retrieved from https://doi.org/10.1108/IJILT-02-2017-0009
Auer, R., Cornelli, G., & Frost, J. (2020). Covid-19, cash, and the future of payment. Retrieved from https://www.bis.org/publ/bisbull03.pdf
Bank Negara Malaysia. (2019). Electronic Know-Your-Customer (e-KYC): Exposure Draft. In Know Your Customer. Retrieved from https://knowyourcustomer.com/bank-negara-malaysia-issues-e-kyc-policy/
Bank Negara Malaysia. (2020). Payment Statistics. Retrieved from https://www.bnm.gov.my/index.php?ch=ps&pg=ps_stats&lang=en.
Berry, L. L., Seiders, K., & Grewal, D. (2002). Understanding service convenience. Journal of Marketing, 66(3), 1–17. https://doi.org/10.1509/jmkg.66.3.1.18505
Boksberger, P. E., & Melsen, L. (2011, May). Perceived value: A critical examination of definitions, concepts and measures for the service industry. Journal of Services Marketing, Vol. 25, pp. 229–240. https://doi.org/10.1108/08876041111129209
Boost. (2019). Boost Introduces New Features for a More Rewarding Cashless Experience. Retrieved from https://www.myboost.com.my/news/boost-introduces-new-features-for-a-more-rewarding-cashless-experience/
Burmeister, O. K. (2015). Improving professional IT doctorate completion rates. Australasian Journal of Information Systems, 19, 55–70. https://doi.org/10.3127/ajis.v19i0.1073
Cao, C., & Zhu, X. (2019). Strong anonymous mobile payment against curious third-party provider. Electronic Commerce Research, 19(3), 501–520. https://doi.org/10.1007/s10660-018-9302-2
Capgemini. (2019). World Payments Report 2019. Retrieved from https://www.capgemini.com/news/world-payments-report-2019/
Casino, F., Dasaklis, T. K., & Patsakis, C. (2019, March 1). A systematic literature review of blockchain-based applications: Current status, classification and open issues. Telematics and Informatics, Vol. 36, pp. 55–81. https://doi.org/10.1016/j.tele.2018.11.006
Chang, Y.-W., & Polonsky, M. J. (2012). The influence of multiple types of service convenience on behavioral intentions: The mediating role of consumer satisfaction in a Taiwanese leisure setting. International Journal of Hospitality Management, 31, 107–118. https://doi.org/10.1016/j.ijhm.2011.05.003
Chaudhry, S. A., Farash, M. S., Naqvi, H., & Sher, M. (2016). A secure and efficient authenticated encryption for electronic payment systems using elliptic curve cryptography. Electronic Commerce Research, 16(1), 113–139. https://doi.org/10.1007/s10660-015-9192-5
Chauhan, S., Mukhopadhyay, S., & Jaiswal, M. (2018). The adoption of mobile app for B2C transaction in platform marketplace: An empirical examination of key drivers. Journal of Information Technology Case and Application Research, 20(1), 9–22. https://doi.org/10.1080/15228053.2018.1453338
Chen, J., Zhu, Z., & Xie, H. Y. (2004). Measuring intellectual capital: a new model and empirical study. Journal of Intellectual Capital, 5(1), 195–212. https://doi.org/10.1108/ 14691930410513003
Chen, X., & Li, S. (2017). Understanding continuance intention of mobile payment services: An empirical study. Journal of Computer Information Systems, 57(4), 287–298. https://doi.org/10.1080/08874417.2016.1180649
Chew, J. (2019). Which E-wallet App Do Malaysians Use Frequently? Retrieved April 13, 2020, from iPrice Malaysia website: https://iprice.my/trends/insights/best-ewallet-malaysia/
Chutikulrungsee, T. T. (2016). Post Publication Review on Security and Privacy Concerns for Australian SMEs Cloud Adoption: Empirical Study of Metropolitan vs Regional SMEs. Australasian Journal of Information Systems, 20. https://doi.org/10.3127/ajis.v20i0.1369
Colby, C., & Parasuraman, A. P. (2003). Technology still matters. Marketing Management, 12(4), 28–33. Retrieved from https://www.researchgate.net/publication/ 279697463_Technology_still_matters
Colwell, S. R., Aung, M., Kanetkar, V., & Holden, A. L. (2008). Toward a measure of service convenience: multiple‐item scale development and empirical test. Journal of Services Marketing, 22(2), 160–169. https://doi.org/10.1108/08876040810862895
Copeland, M. (1923). Relation of Consumers’ Buying Habits to Marketing Methods. Harvard Business Review1, 1(April), 282–289
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–339. https://doi.org/10.2307/249008
Davis, Fred D., Bagozzi, R. P., & Warshaw, P. R. (1989). User Acceptance of Computer Technology: A Comparison of Two Theoretical Models. Management Science, 35(8), 982–1003. https://doi.org/10.1287/mnsc.35.8.982
de Kerviler, G., Demoulin, N. T. M., & Zidda, P. (2016). Adoption of in-store mobile payment: Are perceived risk and convenience the only drivers? Journal of Retailing and Consumer Services, 31, 334–344. https://doi.org/10.1016/j.jretconser.2016.04.011
Economic Planning Unit. (2015). Eleventh Malaysia Plan, 2016-2020. Retrieved from https://www.mea.gov.my/en/rmk/eleventh-malaysia-plan-2016-2020
Farquhar, J. D., & Rowley, J. (2009). Convenience: a services perspective. Marketing Theory, 9(4), 425–438. https://doi.org/10.1177/1470593109346894
Fong, V. (2020, June 8). Malaysia to Spend RM 1.2 Billion Promoting E-Wallets in 2020. FinTech Malaysia. Retrieved from https://fintechnews.my/23971/e-wallets-malaysia/e-wallet-malaysia-pejana/
Gensler, S., Verhoef, P. C., & Böhm, M. (2012). Understanding consumers’ multichannel choices across the different stages of the buying process. Marketing Letters, 23(4), 987–1003. https://doi.org/10.1007/s11002-012-9199-9
Gupta, M. P., & Dubey, A. (2016). E-Commerce- Study of Privacy, Trust and Security from Consumer’ s Perspective. Computer Science and Mobile Computing
Hair, J.F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks, CA: Sage Publication
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 30(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2018). Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks, CA: Sage Publication
Harrison, D. E., Hair, J. F., & Ajjan, H. (2021). Essentials of Marketing Analytics (1st ed.). McGraw-Hill Education
Harrison, R., Scheela, W., Lai, P. C., & Vivekarajah, S. (2018). Beyond institutional voids and the middle-income trap: The emerging business angel market in Malaysia. Asia Pacific Journal of Management, 35(4), 965–991. https://doi.org/10.1007/s10490-017-9535-y
Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., … Calantone, R. J. (2014). Common Beliefs and Reality about Partial Least Squares: Comments on Rönkkö & Evermann (2013). Organizational Research Methods, 17(2), 182–209. https://doi.org/https://doi.org/10.1177/1094428114526928
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of Academic of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). 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
Hofacker, C. F., de Ruyter, K., Lurie, N. H., Manchanda, P., & Donaldson, J. (2016). Gamification and Mobile Marketing Effectiveness. Journal of Interactive Marketing, 34, 25–36. https://doi.org/10.1016/j.intmar.2016.03.001
Högberg, J., Shams, P., & Wästlund, E. (2019). Gamified in-store mobile marketing: The mixed effect of gamified point-of-purchase advertising. Journal of Retailing and Consumer Services, 50, 298–304. https://doi.org/10.1016/j.jretconser.2018.07.004
Hollebeek, L. D., Das, K., & Shukla, Y. (2021). Game on! How gamified loyalty programs boost customer engagement value. International Journal of Information Management, 102308-. https://doi.org/10.1016/j.ijinfomgt.2021.102308
Huang, R. (2020, March 9). WHO Encourages Use of Contactless Payments Due to COVID-19. Forbes. Retrieved from https://www.forbes.com/sites/rogerhuang/2020/03/09/who-encourages-use-of-digital-payments-due-to-covid-19/?sh=59ac5feb41eb
Huotari, K., & Hamari, J. (2017). A definition for gamification: anchoring gamification in the service marketing literature. Electronic Markets, 27(1), 21–31. https://doi.org/10.1007/s12525-015-0212-z
Jiang, L. (Alice), Yang, Z., & Jun, M. (2013). Measuring consumer perceptions of online shopping convenience. Journal of Service Management, 24(2), 191–214. https://doi.org/10.1108/09564231311323962
Johnson, V. L., Kiser, A., Washington, R., & Torres, R. (2018). Limitations to the rapid adoption of M-payment services: Understanding the impact of privacy risk on M-Payment services. Computers in Human Behavior. https://doi.org/10.1016/j.chb.2017.10.035
Kaufmann, H. R. (2014). Handbook of research on managing and influencing consumer behavior. In Handbook of Research on Managing and Influencing Consumer Behavior. https://doi.org/10.4018/978-1-4666-6547-7
Kim, C., Mirusmonov, M., & Lee, I. (2010). An empirical examination of factors influencing the intention to use mobile payment. Computers in Human Behavior, 26(3), 310–322. https://doi.org/10.1016/j.chb.2009.10.013
Kim, H. W., Chan, H. C., & Gupta, S. (2007). Value-based Adoption of Mobile Internet: An empirical investigation. Decision Support Systems, 43(1), 111–126. https://doi.org/10.1016/j.dss.2005.05.009
Kumar, R., Sachan, A., & Kumar, R. (2020). Impact of service delivery system process and moderating effect of perceived value in internet banking adoption. Australasian Journal of Information Systems, 24. https://doi.org/10.3127/ajis.v24i0.1923
Lai, P. C. (2017). Security as an Extension to TAM Model: Consumers’ Intention to Use a Single Platform E-Payment. Asia-Pacific Journal of Management Research and Innovation, 13(3–4), 110–119. https://doi.org/10.1177/2319510x18776405
Lai, P. C., & Scheela, W. (2018). Convergence of Technology in the E-Commerce World and Venture Capital Landscape in South East Asia. In Global Entrepreneurship and New Venture Creation in the Sharing Economy (pp. 149–268). Retrieved from https://www.igi-global.com/chapter/convergence-of-technology-in-the-e-commerce-world-and-venture-capital-landscape-in-south-east-asia/186365
Lai, P. C., Toh, E. B. H., & Alkhrabsheh, A. A. (2019). Empirical Study of Single Platform E-Payment in South East Asia. In R. C. Ho (Ed.), Strategies and Tools for Managing Connected Consumers (pp. 252–278). https://doi.org/10.4018/978-1-5225-9697-4.ch015
Lee, Z. W., & Khaw, D. P. T. (2018). Transforming Mobile Phones into E-Wallets in Malaysia. Retrieved from https://www.bnm.gov.my/files/publication/qb/2018/Q2/p7.pdf.
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69–96. https://doi.org/10.1509/jm.15.0420
Liew, E. J. Y., Vaithilingam, S., & Nair, M. (2014). Facebook and Socio-economic Benefits in the Developing World. Behaviour & Information Technology, 33(4), 345–360. https://doi.org/10.1080/0144929X.2013.810775
Lim, W. M. (2018). Dialectic antidotes to critics of the technology acceptance model: Conceptual, methodological, and replication treatments for behavioural modelling in technology-mediated environments. Australasian Journal of Information Systems, 22. https://doi.org/10.3127/ajis.v22i0.1651
Linger, H., & Hasan, H. (2020). Making IS Relevant in a Connected World. Australasian Journal of Information Systems, 24. https://doi.org/10.3127/ajis.v24i0.2509
Liu, Z., Ben, S., & Zhang, R. (2019). Factors affecting consumers’ mobile payment behavior: a meta-analysis. Electronic Commerce Research, 19(3), 575–601. https://doi.org/10.1007/s10660-019-09349-4
Miao, M., & Jayakar, K. (2016). Mobile payments in Japan, South Korea and China: Cross-border convergence or divergence of business models? Telecommunications Policy, 40(2–3), 182–196. https://doi.org/10.1016/j.telpol.2015.11.011
Morosan, C., & DeFranco, A. (2016). It’s about time: Revisiting UTAUT2 to examine consumers’ intentions to use NFC mobile payments in hotels. International Journal of Hospitality Management, 53, 17–29. https://doi.org/10.1016/j.ijhm.2015.11.003
Mukerji, M., & Roy, P. S. (2019). Platform Interactions and Emergence of an Organizational Field: Case Study on Ola. Australasian Journal of Information Systems, 23. https://doi.org/10.3127/ajis.v23i0.2113
Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System. Retrieved November 20, 2020, from https://www.klausnordby.com/bitcoin/Bitcoin_Whitepaper_Document_ HD.pdf.
Nayal, P., Pandey, N., & Paul, J. (2021). Examining m-coupon redemption intention among consumers: A moderated moderated-mediation and conditional model. International Journal of Information Management, 57, 102288-. https://doi.org/10.1016/ j.ijinfomgt.2020.102288
O’Reilly, P., Duane, A., & Andreev, P. (2012). To M-Pay or not to M-Pay—realising the potential of smart phones: Conceptual modeling and empirical validation. Electronic Markets, 22(4), 229–241. https://doi.org/10.1007/s12525-012-0105-3
Panhwer, P., Pitafi, A., Memon, M. S., & Memon, A. (2020). Awareness and Reason towards Slow Adoption of E-Payment System: Study of Hyderabad. Annals of Contemporary Developments in Management & HR, 2(1), 6–21. https://doi.org/10.33166/acdmhr.2020.01.002
Parizi, R. M., & Dehghantanha, A. (2018). On the understanding of gamification in blockchain systems. Proceedings - 2018 IEEE 6th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2018, 214–219. https://doi.org/10.1109/W-FiCloud.2018.00041
Poushter, J., Bishop, C., & Chew, H. (2018). Social Media Use Continues to Rise in Developing Countries but Plateaus Across Developed Ones. Retrieved from https://www.pewresearch.org/global/2018/06/19/social-media-use-continues-to-rise-in-developing-countries-but-plateaus-across-developed-ones/.
Putri, M. F., Hidayanto, A. N., Negara, E. S., Budi, N. F. A., Utari, P., & Abidin, Z. (2019). Gratification Sought in Gamification on Mobile Payment. ICICOS 2019 - 3rd International Conference on Informatics and Computational Sciences: Accelerating Informatics and Computational Research for Smarter Society in The Era of Industry 4.0, Proceedings. https://doi.org/10.1109/ICICoS48119.2019.8982424
PWC. (2019). It’s time for a consumer-centred metric: Introducing “return on experience”: Global consumer insights survey. Retrieved from https://www.pwc.com/gx/en/ consumer-markets/consumer-insights-survey/2019/ report.pdf
Ramadan, Z. B., & Farah, M. F. (2017). The Pokémonisation of the first moment of truth. International Journal of Web Based Communities, 13(2), 262–277. https://doi.org/10.1504/IJWBC.2017.084417
Ringle, C. M., & Sarstedt, M. (2016). Gain more insight from your PLS-SEM results the importance-performance map analysis. Industrial Management and Data Systems, Vol. 116, pp. 1865–1886. https://doi.org/10.1108/IMDS-10-2015-0449
Ringle, C. M., Wende, S., & Becker, J.-M. (2015, January 5). SmartPLS 3. Retrieved from http://www.smartpls.com
Sánchez-Fernández, R., & Iniesta-Bonillo, M. Á. (2007). The concept of perceived value: A systematic review of the research. Marketing Theory, 7(4), 427–451. https://doi.org/10.1177/1470593107083165
Schmida, S., Bernard, J., Zakaras, T., Lovegrove, C., & Swingle, C. (2017). Connecting the Next Four Billion: Strengthening the Global Response for Universal Internet Access. Retrieved February 12, 2020, from USAID, Dial Digital Impact Alliance and SSG Advisors website: www.usaid.gov/sites/default/files/documents/15396/Connecting_the_Next_Four_Billion-20170221_FINAL.pdf
Seiders, K., Voss, G. B., Godfrey, A. L., & Grewal, D. (2007). SERVCON: Development and validation of a multidimensional service convenience scale. Journal of the Academy of Marketing Science, 35(1), 144–156. https://doi.org/10.1007/s11747-006-0001-5
Senarathna, I., Yeoh, W., Warren, M., & Salzman, S. (2016). Security and privacy concerns for Australian SMEs cloud adoption: Empirical study of metropolitan vs regional SMEs. Australasian Journal of Information Systems. https://doi.org/10.3127/ajis.v20i0.1193
Sharma, S. K., & Gupta, J. N. D. (2009). Identifying Factors for Lack of E-commerce in Developing Countries. In K. Rouibah, O. Khalil, & A. Hassanien (Eds.), Emerging Markets and E-Commerce in Developing Economies (pp. 70–88). Hershey, PA: Information Science Reference.
Shin, D. H. (2009). Towards an understanding of the consumer acceptance of mobile wallet. Computers in Human Behavior, 25(6), 1343–1354. https://doi.org/10.1016/ j.chb.2009.06.001
Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J. H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322–2347. https://doi.org/10.1108/EJM-02-2019-0189
Ström, R., Vendel, M., & Bredican, J. (2014). Mobile marketing: A literature review on its value for consumers and retailers. Journal of Retailing and Consumer Services, 21(6), 1001–1012. https://doi.org/10.1016/j.jretconser.2013.12.003
Tashiro, M. (2018). Major Japanese corporation driving cryptocurrency usage » Brave New Coin. Retrieved February 24, 2020, from https://bravenewcoin.com/insights/major-japanese-corporation-driving-cryptocurrency-usage
Taylor, S., & Todd, P. (1995). Understanding information technology usage: A test of competing models. Information Systems Research, 6(2), 144–176.
Teo, A. C., Tan, G. W. H., Ooi, K. B., Hew, T. S., & Yew, K. T. (2015). The effects of convenience and speed in m-payment. Industrial Management and Data Systems, 115(2), 311–331. https://doi.org/10.1108/IMDS-08-2014-0231
The Star. (2020, June 12). Boost supports government’s e-wallet initiatives. Retrieved from https://www.thestar.com.my/business/business-news/2020/06/12/boost-supports-governments-e-wallet-initiatives
Truong, V. N. X., Nkhoma, M., & Pansuwong, W. (2019). An Integrated Effectiveness Framework of Mobile In-App Advertising. Australasian Journal of Information Systems, 23. https://doi.org/10.3127/ajis.v23i0.1971
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: four longitudinal field studies. Management Science, 6, 144–176.
Venkatesh, V., Morris, M. G., Gordon, B. D., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425–478. Retrieved from http://www.jstor.org/stable/30036540
Vishwakarma, P., Mukherjee, S., & Datta, B. (2020). Travelers’ intention to adopt virtual reality: A consumer value perspective. Journal of Destination Marketing and Management, 17. https://doi.org/10.1016/j.jdmm.2020.100456
Weir, C. S., Douglas, G., Carruthers, M., & Jack, M. (2009). User perceptions of security, convenience and usability for ebanking authentication tokens. Computers and Security, 28(1–2), 47–62. https://doi.org/10.1016/j.cose.2008.09.008
Weissman, A. (2012). Convenience: The third essential of a customer-centric business. Retrieved February 24, 2020, from UX Magazine website: https://uxmag.com/articles/convenience
Wu, J., Liu, L., & Huang, L. (2017). Consumer acceptance of mobile payment across time Antecedents and moderating role of diffusion stages. Industrial Management and Data Systems, 117(8), 1761–1776. https://doi.org/10.1108/IMDS-08-2016-0312
Xi, N., & Hamari, J. (2020). Does gamification affect brand engagement and equity? A study in online brand communities. Journal of Business Research, 109, 449–460. https://doi.org/10.1016/j.jbusres.2019.11.058
Xin, H., Techatassanasoontorn, A. A., & Tan, F. B. (2015, June 1). Antecedents of consumer trust in mobile payment adoption. Journal of Computer Information Systems, Vol. 55, pp. 1–10. https://doi.org/10.1080/08874417.2015.11645781
Xu, L., Chen, L., Gao, Z., Carranco, L., Fan, X., Shah, N., … Shi, W. (2020). Supporting Blockchain-Based Cryptocurrency Mobile Payment with Smart Devices. IEEE Consumer Electronics Magazine, 9(2), 26–33. https://doi.org/10.1109/MCE.2019.2953734
Yang, Y., Asaad, Y., & Dwivedi, Y. (2017). Examining the impact of gamification on intention of engagement and brand attitude in the marketing context. Computers in Human Behavior, 73, 459–469. https://doi.org/10.1016/j.chb.2017.03.066
Yuniarta, G. A., & Purnamawati, G. A. (2021). Psychological dimensions and practical strategies: MSME and mobile payment adoption. Management Science Letters, 11, 577–586. https://doi.org/10.5267/j.msl.2020.9.009
Zelezny-Green, R., Voslon, S., & Conole, G. (2018). Digital inclusion for low-skilled and low-literate people: a landscape review - UNESCO Digital Library. Retrieved from https://unesdoc.unesco.org/ark:/48223/pf0000261791
Zhang, J., Xu, N., & Bai, S. (2020). The optimal pricing decisions for e-tailers with different payment schemes. Electronic Commerce Research, 1–28. https://doi.org/10.1007/s10660-020-09396-2
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