Determinant Factors of Purchase Intentions at Tokopedia in DKI Jakarta: An Integration of TAM and E-Servqual

Authors

  • Dery Remmy Lardo Bina Nusantara University
  • Nilo Legowo Bina Nusantara University
  • Arta Moro Sundjaja Bina Nusantara University

DOI:

https://doi.org/10.21512/bbr.v14i3.9690

Keywords:

purchase intention, Technology Acceptance Model (TAM), e-Servqual

Abstract

The research analyzed the determinant factors for purchase intentions in Tokopedia. The conceptual model was developed based on integration of Technology Acceptance Model (TAM) and e-Servqual. The research defined purchase intention as dependent variable, attitude toward Tokopedia, perceived usefulness, and perceived ease of use as mediating variable, and self-efficacy, trust, and service quality as independent variable. The research design applied a quantitative approach with Structural Equation Modelling (SEM). The data collection used a survey method, and the sampling technique was purposive with Tokopedia users in DKI Jakarta. The sample size was determined by using 17-fold indicators, resulting in 380 respondents. The result shows that attitude affects purchase intention. Then, the determinant factors of attitude are service quality, perceived usefulness, and trust. Self-efficacy also affects perceived usefulness and perceived ease of use. However, self-efficacy does not significantly affect perceived ease of use. The coefficient of determinant of purchase intention, attitude toward Tokopedia, perceived ease of use, and perceived usefulness are 38,9%, 39,2%, 31,9%, and 17,9%. The managerial implication is also discussed using the Importance Performance Map Analysis (IPMA) approach. The Tokopedia management should focus on user experience, service quality, information quality, and data privacy protectionfor further application improvement. The findings contribute to the technology adoption knowledge by extending technology acceptance model with e-Servqual.

Dimensions

Plum Analytics

Author Biographies

Dery Remmy Lardo, Bina Nusantara University

Information Systems Management Department, BINUS Graduate Program – Master of lnformation Systems Management

 

Nilo Legowo, Bina Nusantara University

Information Systems Management Department, BINUS Graduate Program – Master of lnformation Systems Management

 

Arta Moro Sundjaja, Bina Nusantara University

Business Management Program, Management Department, BINUS Business School Master Program

References

Ahdiat, A. (2022). 10 e-commerce dengan pengunjung terbanyak kuartal II 2022. Retrieved from https://databoks.katadata.co.id/datapublish/2022/11/21/10-e-commerce-dengan-pengunjung-terbanyak-kuartal-ii-2022

Al-Sharafi, M. A., Arshah, R. A., Abu-Shanab, E., & Elayah, N. (2016). The effect of security and privacy perceptions on customers’ trust to accept internet banking services: An extension of TAM. Journal of Engineering and Applied sciences, 11(3), 545–552.

Badan Pusat Statistik. (2022). Statistik e-commerce 2022. Retrieved from https://www.bps.go.id/publication/2022/12/19/d215899e13b89e516caa7a44/statistik-e-commerce-2022.html

Badir, M., & Andjarwati, A. L. (2020). The effect of e-WOM, ease of use and trust on purchase decisions (Study on Tokopedia application users). Jurnal Minds: Manajemen Ide dan Inspirasi, 7(1), 39–52. https://doi.org/10.24252/MINDS.V7I1.13715

Becker, J. M., Cheah, J. H., Gholamzade, R., Ringle, C. M., & Sarstedt, M. (2023). PLS-SEM’s most wanted guidance. International Journal of Contemporary Hospitality Management 35(1), 321–346. https://doi.org/10.1108/IJCHM-04-2022-0474

Bandura, A. (1997). Self-efficacy: The exercise of control. W H Freeman/Times Books/ Henry Holt & Co.

Chandra, E., Liu, S., Sfenrianto, & Wang, G. (2019). Analysis of the effect of security and trust on buying decision on the Tokopedia mobile apps. In 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE) (pp. 452–456). IEEE. https://doi.org/10.1109/ICITISEE48480.2019.9003846

Chen, C. F. (2008). Investigating structural relationships between service quality, perceived value, satisfaction, and behavioral intentions for air passengers: Evidence from Taiwan. Transportation Research Part A: Policy and Practice, 42(4), 709–717. https://doi.org/10.1016/j.tra.2008.01.007

Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Routledge.

Dirks, K. T., & De Jong, B. (2022). Trust within the workplace: A review of two waves of research and a glimpse of the third. Annual Review of Organizational Psychology and Organizational Behavior, 9, 247–276. https://doi.org/10.1146/annurev-orgpsych-012420-083025

Gunawan, F., Ali, M. M., & Nugroho, A. (2019). Analysis of the effects of perceived ease of use and perceived usefulness on consumer attitude and their impacts on purchase decision on PT Tokopedia in Jabodetabek. European Journal of Business & Management Research, 4(5), 1–6. https://doi.org/10.24018/EJBMR.2019.4.5.100

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). SAGE Publications, Inc.

Isnain, A. R., Gunawan, R. D., Wahyudi, A. D., Suaidah, & Yani, D. C. (2021). Analysis of the effect of promotion an technology acceptance model on purchase interest in Tokopedia. In 2021 International Conference on Computer Science, Information Technology, and Electrical Engineering (ICOMITEE) (pp. 141–147). IEEE. https://doi.org/10.1109/ICOMITEE53461.2021.9650296

Juniwati. (2014). Influence of perceived usefulness, ease of use, risk on attitude and intention to shop online. European Journal of Business and Management, 6(27), 218–229. https://doi.org/ISSN 2222-2839

Khansa, A. N., & Rachmawati, I. (2020). The influence of PEOU, perceived usefulness, trust, perceived enjoyment and satisfaction towards consumers repurchase intention in Tokopedia. E-Proceeding of Management, 7(2), 3351–3359.

Khouja, M., Ajjan, H., & Liu, X. (2019). The effect of return and price adjustment policies on a retailer’s performance. European Journal of Operational Research, 276(2), 466–482. https://doi.org/10.1016/j.ejor.2019.01.021

Kumajas, C., Pusung, D., & Undap, M. (2021). Evaluation of acceptance model in e-commerce using TAM. International Journal of Information Technology and Education, 1(1), 51–58.

Lee, V., Park, S., & Lee, D. (2022). The effect of e-commerce service quality factors on customer satisfaction, purchase intention, and actual purchase in Uzbekistan. Global Business & Finance Review, 27(3), 56–74. https://doi.org/10.17549/gbfr.2022.27.3.56

Memon, M. A., Ting, H., Cheah, J. H., Thurasamy, R., Chuah, F., & Cham, T. H. (2020). Sample size for survey research: Review and recommendations. Journal of Applied Structural Equation Modeling, 4(2), 1–20.

Nurchayati, Widayati, T., Sulistiyani, Nurchayati, & Suprapti, S. (2023). Antecedents of user attitude towards e-commerce and future purchase intention. International Journal of Data and Network Science, 6, 505–512. https://doi.org/10.5267/j.ijdns.2022.8.007

Peña-García, N., Gil-Saura, I., Rodríguez-Orejuela, A., & Siqueira-Junior, J. R. (2020). Purchase intention and purchase behavior online: A cross-cultural approach. Heliyon, 6(6), 1–11. https://doi.org/10.1016/j.heliyon.2020.e04284

Pink, B. (2021). Bos BI beberkan peran signifikan DKI Jakarta pada perekonomian Indonesia. Retrieved from https://nasional.kontan.co.id/news/bos-bi-beberkan-peran-signifikan-dki-jakarta-pada-perekonomian-indonesia

Pomirleanu, N., Mariadoss, B. J., & Chennamaneni, P. R. (2016). Managing service quality in high customer contact B2B services across domestic and international markets. Industrial Marketing Management, 55, 131–143. https://doi.org/10.1016/j.indmarman.2015.09.002

Putri, R. A., & Fenalosa, A. (2022). [Laporan] Perusahaan e-commerce mana yang paling berpengaruh di Asia Tenggara pada Q1 2022? Retrieved from https://iprice.co.id/trend/insights/laporan-perusahaan-e-commerce-mana-yang-paling-berpengaruh-di-asia-tenggara-pada-q1-2022/

Putri, R. E. (2015). Privacy-trust-behavior in web-based insurance services: Identifying the relationship between privacy concern with customer’s trust and behavioral intention to use web-based insurance services in Indonesia (Master’s thesis). Radboud University.

Rafiedhia, R. M., & Kusumahadi, K. (2021). Pengaruh e-service quality terhadap customer satisfaction dan purchase intention (Studi kasus: Website Shopee.co.id tahun 2021). E-Proceedings of Management, 8(6), 7814–7824.

Rehman, S. U., Bhatti, A., Mohamed, R., & Ayoup, H. (2019). The moderating role of trust and commitment between consumer purchase intention and online shopping behavior in the context of Pakistan. Journal of Global Entrepreneurship Research, 9, 1–25. https://doi.org/10.1186/s40497-019-0166-2

Rizaty, M. A. (2021). Jumlah e-commerce di Jawa Barat terbanyak nasional. Retrieved from https://databoks.katadata.co.id/datapublish/2021/12/17/jumlah-e-commerce-di-jawa-barat-terbanyak-nasional

Rosida, S., & Rosanti, E. D. (2022). Pengaruh e-trust dan e-service quality terhadap keputusan pembelian on-line mahasiswa Stie Unisadhuguna Di PT. Tokopedia. Journal of Economics and Business UBS, 11(2), 192–203.

Sanapang, G. M., Jusni, H., & Munir, A. R. (2022). The effect of e-service quality and e-trust on repurchase intention through E-Word of Mouth (E-WOM) as an intervening e-commerce Shopee on the Y Generation in Makassar City. Scientium Management Review, 1(2), 17–25.

Setiyadi, M. I., Mangiwa, B. B., & Nugraheni, D. M. K. (2019). Analysis of e-commerce using technology acceptance model and its interaction with risk, enjoyment, compatibility variables. In 2019 3rd International Conference on Informatics and Computational Sciences (ICICoS) (pp. 1–6). IEEE. https://doi.org/10.1109/ICICOS48119.2019.8982436

Soetanto, T. V., Proboyo, A., & Putri, P. A. (2020). The indirect effect of computer self-efficacy of e-commerce users on intention to use. Petra International Journal of Business Studies, 3(2), 75–84.

Suastiari, N. K. S., & Mahyuni, L. P. (2022). Determinants of e-commerce user satisfaction: The mediating role of purchase intention. Jurnal Ekonomi Bisnis dan Kewirausahaan (JEBIK), 11(3), 345–362. https://doi.org/10.26418/JEBIK.V11I3.56329

Sun, Q., Rajamma, R. K., Heisley, D. D., & Soliman, M. A. (2022). Examining scarcity in mobile promotion and purchase intention: The role of location. Journal of Marketing Theory and Practice, 30(1), 1–19. https://doi.org/10.1080/10696679.2021.1880272

Suryawirawan, O. A. (2020). E-commerce shopping experience towards college student’s intention to adopt e-commerce in the future: TAM and self-efficacy approach. SEIKO: Journal of Management & Business, 3(3), 129–142.

Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186–204. https://doi.org/10.1287/mnsc.46.2.186.11926

Wafiyyah, R. S., Made, N., & Kusumadewi, W. (2021). The effect of perceived usefulness, perceived ease of use, and trust on repurchase intention on e-commerce Shopee. IJISET-International Journal of Innovative Science, Engineering & Technology, 8(7), 428–434.

Downloads

Published

2023-10-20
Abstract 198  .
PDF downloaded 222  .