Khairunnisa Rofifah, Atik Aprianingsih. "Understanding Nebengers’ User Willingness to Pay: The Impact of Perceived Value and Risk on Ride-Sharing" International Research Journal of Economics and Management Studies, Vol. 4, No. 2, pp. 170-178, 2025.
The research aimed to analyse the factors influencing users' willingness to pay for the Nebengers app, focusing on two key aspects: the perceived value of existing users and the perceived risk associated with the app. This research used a quantitative method. The population of the study is the active Nebengers users in 2024 located in DKI Jakarta and West Java, which are 198 active users. The sample in this study consists of 133 customers who have used Nebengers' services. In this study, the researcher uses SEM-PLS as a tool to assist with data analysis, such as validity, reliability, and hypothesis testing. The results showed that perceived value and perceived risk significantly influence users' willingness to pay for the Nebengers app.
[1] Arif, S., & Subrahmanyam, P. (2022). Penetration Pricing Strategy and Customer Retention –An Analysis. Journal of Positive School Psychology, 6(5),
7058–7072
[2] Bayuwega, H. G., Wahyuni, I., & Kurniawan Bina. (2016). Faktor-Faktor yang Berhubungan Dengan Stres Kerja pada Anggota Polisi Satuan Reserse
Kriminal Polres Blora. Jurnal Kesehatan Masyarakat, 4(4), 673–681. https://doi.org/https://doi.org/10.14710/jkm.v4i4.14325
[3] Bou Fakhreddine, L., Martínez, M. G., Sánchez, M., & Schnettler, B. (2023). Consumers’ willingness to pay for health claims during the COVID-19
pandemic: A moderated mediation analysis. Journal of Agriculture and Food Research, 11(January). https://doi.org/10.1016/j.jafr.2023.100523
[4] Chen, M. (2016). Dynamic Pricing in a Labor Market: Surge Pricing and Flexible Work on the Uber Platform. https://doi.org/10.1145/2940716.2940798
[5] Cheng, X., Hou, T., & Mou, J. (2021). Investigating perceived risks and benefits of information privacy disclosure in IT-enabled ride-sharing. Information
& Management., 58. https://doi.org/10.1016/j.im.2021.103450.
[6] Dangelico, R. M., Alvino, L., & Fraccascia, L. (2022). Investigating the antecedents of consumer behavioral intention for sustainable fashion products:
Evidence from a large survey of Italian consumers. Technological Forecasting and Social Change, 185(September), 122010.
https://doi.org/10.1016/j.techfore.2022.122010
[7] Fehrenbach, D., & Herrando, C. (2021). The effect of customer-perceived value when paying for a product with personal data: A real-life experimental
study. Journal of Business Research, 137(August), 222–232. https://doi.org/10.1016/j.jbusres.2021.08.029
[8] Gohil, L., & Dalvadi, D. (2015). Mobile App Monetization: Issues and Challenges. International Journal of Engineering Technology, Management and
Applied Sciences Www.Ijetmas, 3(5), 1–4. www.ijetmas.com
[9] Ho, F. N., Ho-Dac, N., & Huang, J. S. (2023). The Effects of Privacy and Data Breaches on Consumers’ Online Self-Disclosure, Protection Behavior, and
Message Valence. SAGE Open, 13(3), 1–14. https://doi.org/10.1177/21582440231181395
[10] Hwang, J., & Griffiths, M. A. (2017). Share more, drive less: Millennials value perception and behavioral intent in using collaborative consumption
services. Journal of Consumer Marketing, 34(2), 132–146. https://doi.org/10.1108/JCM-10-2015-1560
[11] Mejjaouli, S., & Tadj, L. (2023). Optimal pricing in ride-share platforms. Cogent Engineering, 10(1), 1–12.
https://doi.org/10.1080/23311916.2023.2230710
[12] Mohajan, H. (2020). Munich Personal RePEc Archive Quantitative Research: A Successful Investigation in Natural and Social Sciences. In Journal of
Economic Development, Environment and People (Vol. 9, Issue 4). https://mpra.ub.uni-muenchen.de/105149/
[13] Murrar, A., Paz, V., Batra, M., & Yerger, D. (2024). Perceived customer value and willingness to pay: strategies for improving and sustaining water
service quality. The TQM Journal. https://doi.org/https://doi.org/10.1108/TQM-07-2023-0218
[14] Sari, H. C. (2022). The Impact of Perceived Risk, Perceived Benefit, and Trust on Customer Intention To Use Tokopedia Apps. Jurnal Bisnis Strategi,
31(2), 145–149.
[15] Schröder, P., Lemille, A., & Desmond, P. (2020). Making the circular economy work for human development. Resources, Conservation and Recycling,
156, 104686. https://doi.org/10.1016/j.resconrec.2020.104686
[16] Silveira-Santos, T., Papanikolaou, A., Rangel, T., & Manuel Vassallo, J. (2023). Understanding and Predicting Ride-Hailing Fares in Madrid: A
Combination of Supervised and Unsupervised Techniques. Applied Sciences (Switzerland), 13(8). https://doi.org/10.3390/app13085147
[17] Statista. (2023). Online revenue forecast in selected countries in the ride-sharing market in 2023. Https://Www.Statista.Com/Forecasts/892173/OnlineRevenue-in-Selected-Countries-in-the-Ride-Sharing-Market.
[18] Sweeney, J. C., & Soutar, G. N. (2001). Consumer perceived value: The development of a multiple-item scale. Journal of Retailing, 77(2), 203–220.
https://doi.org/10.1016/S0022-4359(01)00041-0
[19] Wang, S., Li, Y., Zhou, Z., & Meng, Z. (2023). Research on the Influence of Perceived Value on Consumers’ Willingness to Pay Premium for Online
Agricultural Products with Regional Public Brands. Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-210-1_33
[20] Wang, X., Sung, B., & Phau, I. (2024). Examining the mediating role of consumer desire for luxury: Can perceived sustainability and natural rarity evoke
willingness to pay more? Journal of International Consumer Marketing, 36(4), 301–319. https://doi.org/https://doi.org/10.1080/08961530.2024.2333756
[21] Wang, Y., Gu, J., Wang, S., & Wang, J. (2019). Understanding consumers’ willingness to use ride-sharing services: The roles of perceived value and
perceived risk. RTansportation Research Part C: Emerging Technologies, 105. https://doi.org/105. 504-519. 10.1016/j.trc.2019.05.044.
[22] Wibawa, B. M., Rahmawati, Y., & Rainaldo, M. (2018). Analisis Industri Bisnis Jasa Online Ride Sharing di Indonesia. Esensi: Jurnal Bisnis Dan
Manajemen, 8(1), 9–20. https://doi.org/10.15408/ess.v8i1.5739
[23] Zeithaml, V. A. (1988). Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence. Journal of Marketing, 52(3),
2–22. https://doi.org/10.1177/002224298805200302
[24] Zhang, N., Liu, R., Zhang, X.-Y., & Pang, Z.-L. (2021). The impact of consumer perceived value on repeat purchase intention based on online reviews:
By the method of text mining. Data Science and Management, 3. https://doi.org/10.1016/j.dsm.2021.09.001
Online Platform, Perceived Risk, Perceived Value, Ride-Sharing, Willingness to Pay.