Yuliana Kartikasari, Sunaryo Sunaryo, Agung Yuniarinto


The quantitative research examines factors affecting the intention to use e-commerce by employing a modified UTAUT2 model. The sample is 263 e-commerce users in Surabaya, Malang, and Kediri who have e-commerce account and know about Sensatia Botanicals. The Data was analyzed using PLS (Partial Least Square) in SmartPLS 3.0. The results of the analysis indicate that performance expectancy, facilitating conditions, social influence, habit, perceived playfulness and price value have a significant positive influence on the behavior intention to use e-commerce, and that effort expectancy and hedonic motivation do not have any significant positive influence. Gender difference in this study can increase the intention of individuals to use e-commerce on the price value factors, while age and income difference in this study neither increase nor decrease the intention of individuals to use e-commerce to purchase the products of Sensatia Botanicals.


UTAUT2; E-commerce; Green Cosmetics; Sensatia Botanicals

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Annur, Cindy Mutia. 2019. Survei APJII: Penetrasi Pengguna Internet di Indonesia Capai 64,8%. Katadata, 16 May 2019 Page 1. Jakarta: Katadata.

Borrero, Juan D., S. Yousafzai, U. Javed, and K. Page. 2014. Expressive Participation in Internet Social Movement: Testing the Moderating Effect of Technology Readiness and Sex on Student SNS Use. Computers in Human Behavior Journal, Volume 30, Pages 39-49.

Chong, Alain Yee-Loong. 2013. Predicting M-Commerce Adoption Determinants: A Neural Network Approach. Expert Systems With Applications Journal Volume 40, Number 2, Pages 523-530. DOI: https://

Curtis, L., C. Edwards, K. L. Fraser, S. Gudelsky, J. Holmquist K. Thornton, and K. D. Sweetser. 2010. Adoption of Social Media for Public Relations by Nonprofit Organizations. Public Relations Review Journal, Volume 36, Number 1, Pages 90-92.

Dinisari, Mia Chitra. 2018. Pelaku Bisnis Kecantikan Tingkatkan Peluang Lewat E-Commerce. Bisnis. com 5 May 2018. Jakarta:

Escobar-Rodríguez, T. and E. Carvajal-Truzillo. 2014. Online Purchasing Tickets for Low Cost Carriers: An Application of the Unified Theory of Acceptance and Use of Technology (UTAUT) Model. Tourism Management Journal, Volume 43, Pages 70–88.

Fauzi, A., T. Widodo and T. Djatmiko. 2018. The Influence of Behavioral Intention against the Use Behavior on the Use of Online Transportation Applications (Case Study on User Go-Jek and Grab among Telkom Student University). E-Proceeding of Management, Volume 5, Number 2, Pages 17901796.

Febrya, Ingrid Weddy Viva. 2016. Penggunaan “Green Cosmetic” Dalam Mewujudkan Perilaku Kesadaran Lingkungan. Jurnal Ilmu Lingkungan. ISSN 1978-5283.

Ghalandri, Kamal. 2012. The Effect of Performance Expectancy, Effort Expectancy, Social Influence and Facilitating Conditions on Acceptance of E-Banking Services in Iran: The Moderating Role of Age and Gender. Middle-East Journal of Scientific Research Vol 12 No 6: 801-807.

Ghozali, Imam and Latan, H. 2015. Partial Least Squares: Konsep, Teknik, dan Aplikasi Menggunakan Program Smart PLS 3.0 edisi 2. Semarang: Universitas Diponegoro.

Hoffman, D and M. Fodor. 2010. Can You Measure The ROI on Your Social Media Marketing?. MIT Sloan Management Review Journal, Volume 52, Number 1, Pages 41-49.

Indrawati and Kusumoaji Sri Haryoto. 2015. The Use of Modified Theory of Acceptance and Use of Technology 2. Proceeding of the 5th International Conference on Computing and Informatics. Istanbul, Turkey, 11 to 13 August 2015.

Jairak, K., P. Praneetpolgrang, and K. Mekhabunchakij. 2009. An Acceptance of Mobile Learning For Higher Education Students in Thailand. The Sixth International Conference on E-Learning for Knowledge Based Society, 17 to 18 December 2009.

Kotler, Philip and Kevin Lane Keller. 2012. Manajemen Pemasaran. Jakarta: Erlangga.

Kozinets, R. V., K. D. Valck, A.C. Wojnicki, and S. J. S. Wilner. 2010. Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities. Journal of Marketing, Volume 74, Number 2, Pages 71-89. DOI:

Laudon, K. C. and J. P. Laudon. 2009. Management Information Systems, Managing the Digital Firm, Thirteenth Edition. United States: Pearson Higher Education.

Leong, L. Y., Keng-Boon Ooi, A. Yee-Loong Chong, and B. Lin. 2013. Modeling The Stimulators of The Behavioral Intention to Use Mobile Entertainment: Does Gender Really Matter?. Computers in Human Behavior Journal, Volume 29, Pages 2109-2121.

Lu, A., Q. Chen, Y. Zhang, and T. Chang. 2016. Investigating the Determinants of Mobile Learning Acceptance in Higher Education Based on UTAUT. International Computer Symposium.

Mahendra, M. M. and I G. A. K. S. Ardani. 2015. Pengaruh Umur, Pendidikan dan Pendapatan Terhadap Niat Beli Konsumen Pada Produk Kosmetik the Body Shop di Kota Denpasar. Jurnal Fakultas Ekonomi Universitas Udayana, Volume 4, Number 2, Pages 442-456.

Moghavvemi, S., T. Paramanathan, N. Md Rahin, M. M. N. Sharabati. 2017. Student’s Perceptions Towards Using E-Learning via Facebook. Behaviour and Information Technology Journal. Volume 36, Number 10, Pages 1081-1100.

Moridis, C. N., V. Terzis, A. A. Economides, A. Karlovasitou, and V. E. Karabatakis. 2018. Using EEG Frontal Asymmetry to Predict IT User’s Perceptions Regarding Usefulness, Ease of Use and Playfulness. Appl Psychophysiol Biofeedback. 2018 Mar, 43(1): 1-11. DOI: 10.1007/s10484-017-9379-8. PMID: 28871504.

Nuriska, A., S. Asakdiyah, and R. R. Setyawan. 2018. Factors Affecting Behavioral Intention in Using Go-Pay With The Modified Unified Theory of Acceptance and Use Of Technology 2 Model (UTAUT2). Muhammadiyah International Journal of Economics and Business, Volume 1, Number 2, Pages 107-114.

Oliveira, T., M. Faria, M. A. Thomas and A. Popoviè. 2014. Extending the Understanding of Mobile Banking Adoption: When UTAUT Meets TTF and ITM. International Journal of Information Management, Volume 34, Number 5, Pages 689–703.

Osakwe, J., N. Dlodlo, and N. Jere. 2017. Learners’ Perceptions on the Adoption of Mobile Technology in High School: A Case of Otjozondjupa Region in Namibia. International Information Management Corporation. 1 st Africa Week Conference 30 May 2017.

Phang, G. I., Z. Osman, and C. H. Cheuk. 2018. Young Adult Malaysian Consumers Intention to Shop via Mobile Shopping Apps. Asian Journal of Bussiness Research Volume 8, Pages 18-37.

Putranto, A. M. and Y. Pramudiana. 2015. Pengaruh Faktor-Faktor dalam Modifikasi Unified Theory of Acceptance and Use of Technology 2 terhadap Perilaku Konsumen dalam Mengadopsi Layanan Wifi PT. XYZ Area Jakarta. E-Proceeding of Management Volume 2, Number 2, Pages 1085- 1094.

Rezvani, S., M. S. Rahman, and G. J. Dehkordi. 2013. Consumers’ Perceptual Differences in Buying Cosmetic Products: Malaysia Perspective. Middle-East Journal of Scientific Research 16 (11): 1488-1496, 2013. DOI: 10.5829/idosi.mejsr.2013.16.11.12034.

Sedana, I G. N. and St. W. Wijaya. 2010. UTAUT Model for Understanding Learning Management System. Internetworking Indonesia Journal, Volume 2, Number 2.

Shang, L. W., T. G. Siang, M. H. Zakaria, and M. H. Emran. 2017. Mobile Augmented Reality Application for Heritage Preservation in UNESCO World Heritage Sites through Adopting the UTAUT Model. The 4th International Conference on Mathematical Sciences.

Shaputra, Rizky Kharismawan. 2013. Penerapan Green Marketing pada Bisnis Produk Kosmetik. Jurnal JIBEKA, Volume 7, Number 3, Pages 47-53.

Shaw, Norman and Ksenia Sergueeva. 2019. The Nonmonetary Benefits of Mobile Commerce: Extending UTAUT2 with Perceived Value. International Journal of Information Management, Volume 45, Pages 44-55.

Sindo. 2012. Kosmetik “Hijau” Bukan Mimpi. Okezone, 12 March 2012, Page 1. Jakarta: Okezone.

Sopia, Santi. 2018. Promo dan Kesenangan Jadi Alasan Utama Belanja Daring. Republika, 4 December 2018, Page 1. Jakarta: Republika.

Sulaiman, Jehan Jessica. 2016. Belanja atau Belanja Kompulsif? Antara Kesenangan dan Perasaan Kosong. ISSN 2477-1686, Volume.2, Number 7.

Sundaravej, T. 2010. Empirical Validation of Unified Theory of Acceptance and Use of Technology Model. Journal of Global Information Technology Management. Vol. 13, No. 1, pp. 5-27.

Tavares, J, A. Goulão, and T. Oliveira. 2018. Electronic Health Record Portals adoption: Empirical model based on UTAUT2. Informatics for Health and Social Care Journal, Volume 43, Number 2, Pages 109125.

Terzis, V. and A. Economides. 2011. Computer Based Assessment: Gender Differences in Perceptions and Acceptance. Computer in Human Behavior Journal, Volume 27, Number 6, Pages 2108-2122.

Van der Heijden, Hans. 2004. User Acceptance of Hedonic Information Systems. MIS Quarterly Journal, Volume 28, Number 4, Pages 695-704.

Venkatesh, V., M. G. Morris, G. B. Davis, and F. D. Davis. 2003. User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly Journal, Vol. 27, No. 3 (Sep., 2003), pp. 425-478. DOI: https://

Venkatesh, V., J. Y. L. Thong, and X. Xu. 2012. Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly Journal, Volume 36, Number 1, Pages 157-178. DOI: 10.2307/41410412.

Wang, Yi-Shun, Ming-Cheng Wu, and Hsiu-Yuan Wang. 2008. Investigating the Determinants and Age and Gender Differences in the Acceptance of Mobile Learning. British Journal of Educational Technology, Volume 40 Number 1, Pages 92–118.

Yusuf, N. A. and Indrawati. 2019. Analisis Faktor yang Mempengaruhi Pembentukan Minat Berlangganan di Industri Video on Demand di Indonesia. Jurnal Manajemen dan Bisnis Vol 3 No 1: 161-173.



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