Pengaruh Kemudahan, Kecocokan, Dan Mobilitas Terhadap Niat Menggunakan Persib Apps Dengan Persepsi Kegunaan Sebagai Mediator

Authors

  • Muhammad Abdan Syakuraa Telkom University
  • Tarandhika Tantra Telkom University

Abstract

Transformasi digital telah mengubah cara penggemar sepak bola mengakses layanan, termasuk pembelian tiket
pertandingan. Persib Bandung merespons perubahan ini dengan meluncurkan Persib Apps sebagai platform resmi tiket
daring. Namun, adopsi aplikasi ini masih menghadapi kendala, seperti rendahnya rating pengguna dan penurunan
jumlah penonton. Penelitian ini bertujuan untuk menganalisis pengaruh Perceived Ease of Use, Compatibility, dan
Mobility terhadap Intention to Use, dengan Perceived Usefulness sebagai variabel mediasi.
Penelitian dilakukan menggunakan pendekatan kuantitatif melalui survei terhadap 422 pengguna aktif Persib Apps.
Data dianalisis dengan metode Partial Least Squares - Structural Equation Modeling (PLS-SEM) menggunakan
SmartPLS 4.
Hasil menunjukkan bahwa Perceived Ease of Use dan Compatibility berpengaruh signifikan terhadap Perceived
Usefulness, yang pada gilirannya berdampak positif terhadap Intention to Use. Selain itu, Mobility memiliki pengaruh
langsung terhadap niat penggunaan. Perceived Usefulness terbukti sebagai mediator signifikan pada dua hubungan
tidak langsung.
Temuan ini memperluas model TAM dalam konteks komunitas digital emosional dan memberikan implikasi praktis
bagi pengembangan strategi adopsi aplikasi melalui peningkatan pengalaman pengguna.
Kata Kunci: Persib Apps, persepsi kemudahan penggunaan, kecocokan, mobilitas, persepsi kegunaan, niat
penggunaan

References

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2),

–211. https://doi.org/10.1016/0749-5978(91)90020-T

Al Mamun, A., Naznen, F., Yang, M., Yang, Q., Wu, M., & Masukujjaman, M. (2023). Predicting the intention and

adoption of wearable payment devices using hybrid SEM-neural network analysis. Scientific Reports, 13(1),

https://doi.org/10.1038/s41598-023-38333-0

Al-Fahim, N. H., Ateeq, A. A., Abro, Z., Milhem, M., Milhem, M., Alkadash, T. M., & Nagi, M. (2024). Factors

Influencing the Mobile Banking Usage: Mediating Role of Perceived Usefulness. Emerald Publishing Limited.

Alfanur, F., & Kadono, Y. (2019). Analysis on E-commerce Purchase Intention and Decision in Java and Sumatra.

International Conference on Information Management and Technology (ICIMTech), 1, 635–640.

https://doi.org/10.1109/ICIMTech.2019.8843731

Altay, B. C., & Okumuş, A. (2022). User adoption of integrated mobility technologies: The case of multimodal tripplanning apps in Turkey. Research in Transportation Business & Management, 43, 100706.

https://doi.org/https://doi.org/10.1016/j.rtbm.2021.100706

Altin Gumussoy, C., Kaya, A., & Ozlu, E. (2018). Determinants of Mobile Banking Use: An Extended TAM with

Perceived Risk, Mobility Access, Compatibility, Perceived Self-Efficacy, and Subjective Norms. In Industrial

Engineering in the Industry 4.0 Era (pp. 225–238). Springer. https://doi.org/10.1007/978-3-319-71225-3_20

APJII. (2024). Survey Penetrasi Internet Indonesia 2024. https://survei.apjii.or.id/

Apple App Store. (2024). Persib Apps. https://apps.apple.com/us/app/persib/id1240095475

Aristio, A. P., Iskandar, M. A. F., Mudjahidin, R., Arrindika Pradana, Supardi, S., Utomo, G. P., & Parahita, A. N.

(2022). The Intention of Using Mobile Ticketing in Online Travel Agent. Procedia Computer Science.

Chawla, D., & Joshi, H. (2019). Consumer attitude and intention to adopt mobile wallet in India – An empirical study.

International Journal of Bank Marketing, 37(7), 1590–1618. https://doi.org/10.1108/IJBM-09-2018-0256

Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Erlbaum.

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS

Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008

Davis, F. 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

Doll, W. J., Hendrickson, A., & Deng, X. (1998). Using Davis’s Perceived Usefulness and Ease-of-use Instruments

for Decision Making: A Confirmatory and Multigroup Invariance Analysis. In Decision Sciences (Vol. 29).

Falah, M., Sunarya, B. G., Satria, I. R., & Rahman, M. R. T. (2023). NASKAH AKADEMIK - HARI JADI PERSIB.

Fatmawati, M. I., & Ali, H. (2021). Determination Attitude toward Using and Purchase Intentions: Analysis of

Perceived Ease of Use and Perceived Usefulness (Case Study of Instagram Shop’s Features on Social Media

Instagram). Dinasti International Journal of Management Science, 3(1), 119–133.

https://doi.org/10.31933/dijms.v3i1.932

Ferreira, M. C., Oliveira, M., & Dias, T. G. (2022). To Use or Not to Use? Investigating What Drives Tourists to Use

Mobile Ticketing Services in Tourism. Sustainability, 14(3), 1296. https://doi.org/10.3390/su14031296

Google Play Store. (2024). Persib Apps. https://play.google.com/store/apps/details?id=com.persib.persibpass&hl=id

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation

Modeling (PLS-SEM) (3rd ed.). Sage.

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, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hanifan, A. F., & Nathaniel, F. (2018, March 14). Menguliti Lapis Demi Lapis Konsorsium Glenn Sugita di PT Persib.

Tirto. https://tirto.id/menguliti-lapis-demi-lapis-konsorsium-glenn-sugita-di-pt-persib-cF8Q

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variancebased structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135.

https://doi.org/10.1007/s11747-014-0403-8

Indrawati. (2015). Metode Penelitian dan Bisnis Konvergensi Teknologi Komunikasi dan Informasi. Aditama.

Indrawati, I., & Adicipta, S. R. M. (2017). Factors influence internet banking acceptance (a case study of ABC internet

banking in Bandung Indonesia). Journal of Engineering and Applied Sciences, 12, 1705–1709.

https://doi.org/10.3923/jeasci.2017.1705.1709

Kotler, P., & Keller, K. L. (2016). Marketing Management (15th ed.). Pearson Education.

Kurniawati, S. (2017). Analisis Pengaruh Perceived Compatibility, Individual Mobility, dan Driver’s Factor dari

Attitude towards Use serta Implikasinya pada Intention to Use: Telaah pada Calon Pengguna Aplikasi Onesmile

di BSD City. Jurnal Manajemen, 9(1), 55–67. https://doi.org/10.31937/manajemen.v9i1.597

Kusuma, S. W. T. (2023). Suporter Bola Terbanyak di Indonesia, Ada yang Jumlahnya Diklaim Capai 22 Juta.

Espos.Id. https://sport.espos.id/suporter-bola-terbanyak-di-indonesia-ada-yang-jumlahnya-diklaim-capai-22-

juta-1697356

Latan, H., & Ghozali, I. (2012). Partial Least Squares Konsep, Metode dan Aplikasi Menggunakan Program WarpPLS

0. Universitas Diponegoro.

Latan, H., & Ghozali, I. (2017). Partial Least Squares with WarpPLS 5.0.

Lee, A. T., Ramasamy, R. K., & Subbarao, A. (2025). Understanding Psychosocial Barriers to Healthcare Technology

Adoption: A Review of TAM Technology Acceptance Model and Unified Theory of Acceptance and Use of

Technology and UTAUT Frameworks. Healthcare, 13(3), 250. https://doi.org/10.3390/healthcare13030250

Liu, C., Correia, A. P., & Kim, Y. M. (2025). Determining mobile learning acceptance outside the classroom: an

integrated acceptance model. Education Tech Research Dev. https://doi.org/10.1007/s11423-025-10514-w

Liu, Y., Lu, X., Zhao, G., Li, C., & Shi, J. (2022). Adoption of mobile health services using the unified theory of

acceptance and use of technology model: Self-efficacy and privacy concerns. Frontiers in Psychology, 13.

https://doi.org/10.3389/fpsyg.2022.944976

Mahardika, S. A., & Suhari, Y. (2023). Perceived Ease of Use and Perceived Usefulness on the Intention to Use ETicketing Football. Jurnal TAM.

Marquez, A., Cianfrone, B., & Kellison, T. (2020). Factors Affecting Leaders’ Adoption of Innovation: Sports

Innovation Journal, 1, 152–171. https://doi.org/10.18060/24342

Mauludin, L. A. (2024, August 8). Temuan Tiket Palsu Pertandingan Persib berkurang, Namun Masih Ada Calo.

TribunNews. https://priangan.tribunnews.com/2024/08/08/temuan-tiket-palsu-pertandingan-persib-berkurangnamun-masih-ada-calo

Naufaldi, I., & Tjokrosaputro, M. (2020). Pengaruh Perceived Ease of Use, Perceived Usefulness, dan Trust terhadap

Intention to Use. Jurnal Manajerial Dan Kewirausahaan, 2(3), 715. https://doi.org/10.24912/jmk.v2i3.9584

Netralnews. (2025). Fakta menarik Persib Bandung juara Liga 1 Indonesia. https://www.netralnews.com/faktamenarik-persib-bandung-juara-liga-1-indonesia/bmtZWTk4WGY4cys1a2pHalRnMHJwQT09

Nezamdoust, S., Abdekhoda, M., & Rahmani, A. (2022). Determinant factors in adopting mobile health application in

healthcare by nurses. BMC Medical Informatics and Decision Making, 22(1). https://doi.org/10.1186/s12911-

-01784-y

Nikou, S. A., & Economides, A. A. (2015). The impact of perceived mobility and compatibility on the acceptance of

mobile-based assessment. Computers & Education, 81, 289–299.

Nikou, S., & Economides, A. (2015, May). The effects of Perceived Mobility and Satisfaction on the adoption of

Mobile-based Assessment. https://doi.org/10.1109/IMCTL.2015.7359579

Nunan, D., Birks, D. F., & Malhotra, N. K. (2020). Marketing Research Applied Insight (6th ed.). Pearson.

www.pearson.com/uk

Nurdiantara, R. R., Rabathy, Q., & Wahyono, H. S. (2024). Kepercayaan Media dan Pemenuhan Kebutuhan Informasi

Suporter Sepakbola melalui Media Sosial. Linimasa: Jurnal Ilmu Komunikasi, 7(2), 83–108.

Oktania, D. E., & Indarwati, T. A. (2022). Pengaruh Perceived Usefulness, Perceived Ease of Use, dan Compatibility

with Lifestyle terhadap Niat Beli di Social Commerce. Jurnal Ilmu Manajemen, 10(1), 255–267.

https://doi.org/10.26740/jim.v10n1.p255-267

PSSI. (2024). Sejarah PSSI. https://www.pssi.org/about/history-description

PwC Indonesia. (2021). Pendapatan Hiburan dan Media Kembali Bangkit dari Kelesuan Akibat Pandemi: Pergeseran

ke Streaming, Gaming, dan Konten Buatan Pengguna Mengubah Industri. https://www.pwc.com/id/en/mediacentre/press-release/2021/indonesian/pendapatan-hiburan-dan-media-kembali-bangkit-dari-kelesuan-akibatpandemi-pergeseran-ke-streaming-gaming-dan-konten-buatan-pengguna-mengubah-industri.html

Rogers, E. M. (1962). Diffusion of Innovations. Free Press.

Rogers, E. M. (1983). Diffusion of Innovations. The Free Press.

Schiffman, L. G., Kanuk, L. L., & Wisenblit, J. (2010). Consumer Behavior (10th ed.). Prentice Hall, an imprint of

Pearson Education Inc.

Sekaran, U., & Bougie, R. (2016). Research Methods for Business: A Skill-Building Approach (7th ed.). John Wiley

& Sons Ltd. www.wileypluslearningspace.com

Siregar, K. R. (2011). Kajian Mengenai Penerimaan Teknologi dan Informasi Menggunakan Technology Acceptance

Model (TAM). Rekayasa, 4(1), 27–32.

Solomon, M. R. (2019). Consumer Behavior: Buying, Having, Being (13th ed.). Pearson.

Statista. (2023). Online revenue forecast for the Event Ticket market worldwide from 2021 to 2028 (in million U.S.

dollars). https://www.statista.com/forecasts/891049/event-tickets-online-revenue-by-segment-worldwide

Tantra, T., & Ariyanti, M. (2018). The Use of Modified Unified Theory of Acceptance and Use of Technology 2

(UTAUT2) to predict Student Behavioral Intention in the use of Integrated Academic Information System

(iGracias) Mobile Application at Telkom University.

Taylor, S., & Todd, P. (1995). Decomposition and Crossover Effects in the Theory of Planned Behavior: A Study of

Consumer Adoption Intentions. International Journal of Research in Marketing, 12, 137–155.

https://doi.org/10.1016/0167-8116(94)00019-K

Transfermarkt. (2024). Jumlah Kehadiran Penonton. https://www.transfermarkt.co.id/liga-1-

indonesia/besucherzahlen/wettbewerb/IN1L/plus/?saison_id

Usman, H., Projo, N. W. K., Chairy, C., & Haque, M. G. (2022). The exploration role of Sharia compliance in

technology acceptance model for e-banking (case: Islamic bank in Indonesia). Journal of Islamic Marketing,

(5), 1089–1110. https://doi.org/10.1108/JIMA-08-2020-0230

Utami, R., Amril, D. Y., Ardiansyah, A., & Jundrio, H. (2022). Pengaruh Perceived Usefulness, Perceived Ease of Use,

dan Time Saving terhadap Continuous Usage Intention dengan Attitude towards Mobile Apps sebagai Variabel

Mediasi pada Aplikasi Simpool di Masa Pandemi Covid-19. Masarin, 1(1), 13–29.

https://doi.org/10.56881/masarin.v1i1.125

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward

a unified view. MIS Quarterly: Management Information Systems, 27(3), 425–478.

https://doi.org/10.2307/30036540

Won, D., Chiu, W., & Byun, H. (2022). Factors influencing consumer use of a sport-branded app: the technology

acceptance model integrating app quality and perceived enjoyment. Asia Pacific Journal of Marketing and

Logistics, 35. https://doi.org/10.1108/APJML-09-2021-0709

Yahaya, S., Hamid, S. N. A., & Nafi, S. N. M. (2023). Influence of UTAUT, perceived compatibility, and perceived

credibility on m-commerce adoption. International Journal of Advanced and Applied Sciences, 10(11), 49–58.

https://doi.org/10.21833/ijaas.2023.11.007

Zhu, Z.-X., Liu, Y.-M., & Cao, X.-Y. (2020). Influencing Factors of Mobile Health User’s Adoption Intention: A MetaAnalysis. J. Syst. Manag., 29, 49–60. https://doi.org/10.3969/j.issn.1005-2542.2020.01.006

Published

2025-11-20

Issue

Section

Prodi S1 Manajemen (Manajemen Bisnis Telekomunikasi & Informatika)