Spendception and AI-Driven Digital Payment Deception: A Literature Review
DOI:
https://doi.org/10.64620/jurma.v3i1.127Kata Kunci:
artificial intelligence, deception, spendception, systematic literature reviewAbstrak
This systematic literature review examines "spendception", the psychological deception of spending more when using digital payments, within the context of recent trends in digital finance from 2020 to 2026. The review synthesizes 42 peer-reviewed studies to identify critical research gaps, analyze the convergence of AI-driven personalization and real-time transaction processing in exacerbating impulsive consumption, and establish the imperative for policymakers and marketing organizations to prioritize consumer protection and digital literacy initiatives. The SLR reveals significant gaps in longitudinal research, neurobiological understanding, regulatory integration, intersectional vulnerability analysis, and intervention mechanisms, gaps essential for developing comprehensive consumer protection frameworks in an increasingly sophisticated fintech ecosystem.
Referensi
Agarwal, S., Ang, S. H., Wang, Y., & Zhang, J. (2026). Cash-back rewards: Effects on spending and debt accumulation. Journal of Banking & Finance, 184(2), 107616. https://doi.org/10.1016/j.jbankfin.2025.107616
Bitra, S. (2025). The Power of AI-Driven Personalization: Technical Implementation and Impact. Journal of Computer Science and Technology Studies, 7, 476–483. https://doi.org/10.32996/jcsts.2025.7.3.54
Caldarelli, G., & Ellul, J. (2021). Trusted academic transcripts on the blockchain: A systematic literature review. In Applied Sciences (Switzerland) (Vol. 11, Number 4, pp. 1–22). MDPI AG. https://doi.org/10.3390/app11041842
Faraz, N., & Anjum, A. (2025). Spendception: The Psychological Impact of Digital Payments on Consumer Purchase Behavior and Impulse Buying. Behavioral Sciences, 15. https://api.semanticscholar.org/CorpusID:277181283
Farina Iqbal, Apurba Afiat, Mahrin Mobassera Shoily, Shovan Samanta Turzo, & Md. Saeelan Arafat. (2025). AI-driven personalization in e-commerce: evaluating the transformative effects on consumer behavior. International Journal of Science and Research Archive, 16(1), 264–273. https://doi.org/10.30574/ijsra.2025.16.1.2035
Hueso, J. A., Jaén, I., & Liñán, F. (2020). From personal values to entrepreneurial intention: a systematic literature review. International Journal of Entrepreneurial Behavior & Research, 27(1), 205–230. https://doi.org/10.1108/IJEBR-06-2020-0383
Khamaj, A., & Ali, A. M. (2024). Adapting user experience with reinforcement learning: Personalizing interfaces based on user behavior analysis in real-time. Alexandria Engineering Journal, 95, 164–173. https://doi.org/10.1016/j.aej.2024.03.045
Maesen, Stijn, & Ang, Dionysius. (2025). Buy Now, Pay Later: Impact of Installment Payments on Customer Purchases. Journal of Marketing, 89(3), 13–35. https://doi.org/10.1177/00222429241282414
Noriega, J. P., Rivera, L. A., & Herrera, J. A. (2023). Machine Learning for Credit Risk Prediction: A Systematic Literature Review. Data, 8(11). https://doi.org/10.3390/data8110169
Pramitasari, M., Syarah, E. S., Risnawati, E., & Tanjung, K. S. (2023). Early childhood financial literacy: A systematic literature review. Atfaluna, 1(6), 1. https://journal.iainlangsa.ac.id/index.php/atfaluna
Qi, H. (2025). The Impact of Digital Payment Methods on Consumers’ Impulse Consumption. Journal of Education, Humanities and Social Sciences. https://api.semanticscholar.org/CorpusID:284381367
Rahman, I., Iskandar, M. Y., Kustati, M., & Sepriyanti, N. (2024). Sustainable Development: Implementation of The Talqin Method in Memorizing The Quran. Jurnal Kepemimpinan dan Pengurusan Sekolah, 9(1), 99-108. https://doi.org/10.34125/jkps.v9i1.355
Rahman, I., Kaema, M. T., Nurhapipah, N., Nelwati, S., Sabri, A., & Rahmanda, R. (2024). Systematic Literature Review: Analysis of Project-based Learning Models from Elementary to High School. Al-Ashri: Ilmu-Ilmu Keislaman, 9(2), 53-66. https://ojs.stai-bls.ac.id/index.php/Al-Ashri/article/view/119
Rahman, I., Zulmuqim, Z., & Masyhudi, F. (2023). Pengaruh Madrasah Nizamiyah Terhadap Perkembangan Pendidikan Islam Dan Ortodoksi Sunni. Unes Journal Of Social and Economics Research, 8(2), 1-14. https://www.ojs.ekasakti.org/index.php/UJSCR/article/view/402
Rahman, I., Wati, W., Putri, N., Wulandari, R., & Habibi, U. A. (2025). Commercialization of Quranic Tahfidz Houses in Indonesia: Da'wah or Business?. Journal of Quranic Teaching and Learning, 1(2), 34-48. https://joqer.intischolar.id/index.php/joqer/article/view/6
Rahman, I., Karim, A., Masrial, M., & Syamsudin, S. (2025). Failure of Good Governance At the Local Level: A Case Study of PKH Social Assistance and Village Fund Management. Khalaqa: Journal of Education and Learning, 3(1), 175-181. https://jurnal.staiyastispadang.ac.id/index.php/Khalaqa/article/view/256
Reshi, Z. M., Saqib, N., & Nazir, H. (2025). Entrepreneurial orientation: a systematic literature review and future research. Journal of Management History, 1–34. https://doi.org/10.1108/JMH-10-2024-0167
Reyes, A., & Cho, S. (2025). Adaptive Marketing Campaigns Using Deep Reinforcement Learning: A Customer-Centric Approach. Frontiers in Business and Finance, 2(1), 2025.
Silva, E. M., Moreira, R. de L., & Bortolon, P. M. (2023). Mental Accounting and decision making: a systematic literature review. Journal of Behavioral and Experimental Economics, 107, 102092. https://doi.org/10.1016/J.SOCEC.2023.102092
Swarnalatha, S., & Kalaivani, Dr. M. (2025). Digital Temptations: A Systematic Review of Impulsive Buying Behaviour in the Era of E-Commerce and Instant Payments. Account and Financial Management Journal. https://api.semanticscholar.org/CorpusID:283166123
Teepapal, T. (2025). AI-driven personalization: Unraveling consumer perceptions in social media engagement. Computers in Human Behavior, 165, 108549. https://doi.org/10.1016/j.chb.2024.108549
Yahfi, M., Said, M. M., & Trianti, K. (2025). pain of paying as mediation: an analysis of the influence of digital payments and financial literacy on students’ impulse buying behavior. Jurnal Ilmu Manajemen (JIMMU). https://api.semanticscholar.org/CorpusID:284868805
Yuttama, F. R. (2025). Behavioral Shifts in Digital Finance: How E-Payment Influences Consumer Spending and Financial Literacy. Journal of Management and Entrepreneurship Research. https://api.semanticscholar.org/CorpusID:283784211
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Hak Cipta (c) 2026 Fajar Susanto, Bhenu Artha, Sadath M. Nur, Felyanah Dessy Cinthya Putri, Cynta Akya Dinka
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