The Impact of Gamified Mobile Applications on Happiness Levels Based on User Data

Authors

Keywords:

Gamified Mobile, Happiness Level, Positive Computing, Emotional Well-Being, User Based-Data

Abstract

The rapid growth of gamified mobile applications has transformed how users engage with digital technologies, particularly in promoting positive emotional experiences. This study investigates the impact of gamified mobile applications on happiness levels based on user data. A quantitative approach was employed using survey data collected from active users of gamified mobile applications across diverse demographic backgrounds. Happiness levels were measured using a validated well-being scale, while gamification features such as rewards, challenges, feedback, and social interaction were assessed as key predictors. Data were analyzed using structural equation modeling to examine the relationships between gamification elements and users’ happiness. The results indicate that gamified mobile applications have a significant positive effect on users’ happiness levels, with reward mechanisms and social interaction emerging as the strongest contributors. The findings suggest that thoughtfully designed gamification can enhance emotional well-being by fostering enjoyment, motivation, and sustained engagement. This study contributes to the field of affective and positive computing by providing empirical evidence of the humanistic impact of gamified digital technologies. Practically, the results offer insights for developers and designers to create user-centered applications that prioritize emotional well-being alongside functional performance. Overall, the study highlights the potential of gamified mobile applications as effective digital interventions for enhancing users’ happiness and advancing human-centered innovation within positive computing environments.

References

[1] S. Yin, X. Cai, Z. Wang, Y. Zhang, S. Luo, and J. Ma, “Impact of gamification elements on user satisfaction in health and fitness applications: A comprehensive approach based on the kano model,” Computers in Human Behavior, vol. 128, p. 107106, 2022.

[2] S. S. Nugroho, “Gamification aspects affecting mobile app continued use, attitude, and satisfaction,” Jurnal Siasat Bisnis, pp. 19–36, 2024.

[3] M. Oliveira, A. Abelha, R. Sousa, and H. Peixoto, “Gamification in mobile applications: techniques, benefits and challenges,” Procedia Computer Science, vol. 251, pp. 678–683, 2024.

[4] S. Mohtar, N. Jomhari, N. A. Omar, M. B. P. Mustafa, and Z. M. Yusoff, “The usability evaluation on mobile learning apps with gamification for middle-aged women,” Education and Information Technologies, vol. 28, no. 1, pp. 1189–1210, 2023.

[5] S. Wijono, U. Rahardja, H. D. Purnomo, N. Lutfiani, and N. A. Yusuf, “Leveraging machine learning models to enhance startup collaboration and drive technopreneurship,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 3, pp. 432–442, 2024.

[6] N. Rane, “Chatgpt and similar generative artificial intelligence (ai) for smart industry: role, challenges and opportunities for industry 4.0, industry 5.0 and society 5.0,” Challenges and Opportunities for Industry, vol. 4, 2023.

[7] M. Del Giudice, V. Scuotto, B. Orlando, and M. Mustilli, “Toward the human–centered approach. a revised model of individual acceptance of ai,” Human Resource Management Review, vol. 33, no. 1, p. 100856, 2023

[8] Y. Yang, H. Hu, and J. Koenigstorfer, “Effects of gamified smartphone applications on physical activity: a systematic review and meta-analysis,” American Journal of Preventive Medicine, vol. 62, no. 4, pp. 602–613, 2022.

[9] A. Thieme, M. Hanratty, M. Lyons, J. Palacios, R. F. Marques, C. Morrison, and G. Doherty, “Designing human-centered ai for mental health: Developing clinically relevant applications for online cbt treatment,” ACM Transactions on Computer-Human Interaction, vol. 30, no. 2, pp. 1–50, 2023.

[10] Y. Durachman, A. S. Bein, E. P. Harahap, T. Ramadhan, and F. P. Oganda, “Technological and islamic environments: Selection from literature review resources,” International Journal of Cyber and IT Service Management (IJCITSM), vol. 1, no. 1, pp. 37–47, 2021.

[11] L. Monteiro-Krebs, B. Zaman, D. Geerts, and S. E. Caregnato, “Every word you say: algorithmic mediation and implications of data driven scholarly communication,” AI & SOCIETY, vol. 38, no. 2, pp. 1003–1012, 2023.

[12] B. Zarouali, S. C. Boerman, H. A. Voorveld, and G. van Noort, “The algorithmic persuasion framework in online communication: conceptualization and a future research agenda,” Internet Research, vol. 32, no. 4, pp. 1076–1096, 2022.

[13] M. B. McVee, K. N. Silvestri, K. A. Schucker, and A. Cun, “Positioning theory, embodiment, and the moral orders of objects in social dynamics: How positioning theory has neglected the body and artifactual knowing,” Journal for the Theory of Social Behaviour, vol. 51, no. 2, pp. 192–214, 2021.

[14] M. Barari, “How and when does gamification level up mobile app effectiveness? meta-analytics review,” Marketing Intelligence & Planning, vol. 42, no. 6, pp. 1093–1114, 2024.

[15] M. Mishra, S. Desul, C. A. G. Santos, S. K. Mishra, A. H. M. Kamal, S. Goswami, A. M. Kalumba, R. Biswal, R. M. Da Silva, C. A. C. Dos Santos et al., “A bibliometric analysis of sustainable development goals (sdgs): a review of progress, challenges, and opportunities,” Environment, development and sustainability, vol. 26, no. 5, pp. 11 101–11 143, 2024.

[16] T. S. Goh, D. Jonas, B. Tjahjono, V. Agarwal, and M. Abbas, “Impact of ai on air quality monitoring systems: A structural equation modeling approach using utaut,” Sundara Advanced Research on Artificial Intelligence, vol. 1, no. 1, pp. 9–19, 2025.

[17] N. McNamara, C. Stevenson, S. Costa, M. Bowe, J. Wakefield, B. Kellezi, I. Wilson, M. Halder, and E. Mair, “Community identification, social support, and loneliness: The benefits of social identification for personal well-being,” British Journal of Social Psychology, vol. 60, no. 4, pp. 1379–1402, 2021.

[18] N. A. Vyalykh, O. A. Nor-Arevyan, O. Y. Posukhova, O. S. Mosienko, and A. I. Cherevkova, “Methodological matrix for sociological study of social well-being of the professional medical community during a complex epidemiological situation,” Revista Turismo Estudos e Praticas-RTEP/GEPLAT/UERN no. 01, pp. 1–12, 2021.

[19] A. Ruangkanjanases, A. Khan, O. Sivarak, U. Rahardja, and S.-C. Chen, “Modeling the consumers’ flow experience in e-commerce: The integration of ecm and tam with the antecedents of flow experience,” Sage Open, vol. 14, no. 2, p. 21582440241258595, 2024.

[20] H. Yu, I. Zahidi, C. M. Fai, D. Liang, and D. Ø. Madsen, “Elevating community well-being in mining areas: the proposal of the mining area sustainability index (masi),” Environmental Sciences Europe, vol. 36, no. 1, pp. 1–12, 2024.

[21] Q. Fu and X. Zhang, “Promoting community resilience through disaster education: Review of communitybased interventions with a focus on teacher resilience and well-being,” PLoS one, vol. 19, no. 1, p. e0296393, 2024.

[22] Q.-C. Wang, X. Liu, I. Y. Jian, E.-J. Zhang, Y.-T. Hou, K. W. M. Siu, and Y.-B. Li, “Community resilience in city emergency: Exploring the roles of environmental perception, social justice and community attachment in subjective well-being of vulnerable residents,” Sustainable Cities and Society, vol. 97, p. 104745, 2023.

[23] Department of Health & Social Care, “A plan for digital health and social care,” Department of Health & Social Care, United Kingdom, Tech. Rep., Jun 2022. [Online]. Available: https://www.gov.uk/government/publications/a-plan-for-digital-health-and-social-care/a-plan-for-digital-health-and-social-care

[24] J. L. Stienmetz, A. Liu, and I. P. Tussyadiah, “Impact of perceived peer to peer accommodation development on community residents’ well-being,” Current Issues in Tourism, vol. 25, no. 21, pp. 3481–3499, 2022.

[25] Z. Baktir and F. Watson, “Trust-driven entrepreneurship for community well-being of refugees and their local hosts,” Journal of Macromarketing, vol. 41, no. 2, pp. 251–266, 2021.

[26] L. Chen and Z. Zhang, “Community participation and subjective well-being of older adults: The roles of sense of community and neuroticism,” International journal of environmental research and public health, vol. 19, no. 6, p. 3261, 2022.

[27] Q. Aini, U. Rahardja, D. Manongga, I. Sembiring, M. Hardini, and H. Agustian, “Iot-based indoor air quality using esp32,” in 2022 IEEE Creative Communication and Innovative Technology (ICCIT). IEEE, 2022, pp. 1–5.

[28] J. Munson and J. Scholnick, “Wealth and well-being in an ancient maya community: A framework for studying the quality of life in past societies,” Journal of Archaeological Method and Theory, vol. 29, no. 1, pp. 1–30, 2022.

[29] G. Nicola and R. Setiawan, “Creating competitive advantage through digital innovation: Insights from startupreneurs in e-commerce,” Startupreneur Business Digital (SABDA Journal), vol. 3, no. 2, pp. 131–140, 2024.

[30] W. R. Pamungkas, P. W. Handayani, and A. A. Pinem, “The implementation and impact of gamification on user engagement and acceptance of mobile personal health record application,” in 2022 10th International Conference on Information and Communication Technology (ICoICT). IEEE, 2022, pp. 64–69.

[31] S. Habachi, J. Matute, and R. Palau-Saumell, “Gamify, engage, build loyalty: exploring the benefits of gameful experience for branded sports apps,” Journal of Product & Brand Management, vol. 33, no. 1, pp. 57–75, 2024.

[32] R. Xiao, Z. Wu, and J. Hamari, “Internet-of-gamification: A review of literature on iot-enabled gamification for user engagement,” International Journal of Human–Computer Interaction, vol. 38, no. 12, pp. 1113–1137, 2022.

[33] G. TANRIKULU and B. DEM˙IREL, “Gamification in mindfulness mobile applications: The effects of rewards on purchase intention.” Optimum: Journal of Economics & Management Sciences/Ekonomi ve Yonetim Bilimleri Dergisi ¨ , vol. 10, no. 1, 2023.

[34] L. Subirats, T. Nousiainen, A. Hooda, L. Rubio-Andrada, S. Fort, M. Vesisenaho, and G. Sacha, “Gamification based on user types: When and where it is worth applying,” Applied Sciences, vol. 13, no. 4, p. 2269, 2023.

[35] N. Ahmad, F. A. Alias, and N. A. Razak, “Understanding population and sample in research: Key concepts for valid conclusions,” Sigcs: E-Learning, vol. 6, pp. 19–24, 2023.

[36] M. Rowicka and S. Postek, “Who likes to learn new things? how gamification user types and satisfaction but not the frustration of basic psychological needs explain the preference for learning new things,” Actapsychologica, vol. 236, p. 103925, 2023.

[37] M. R. Aulia, Z. Lubis, I. Effendi et al., “Leveraging quality management and partnership programs for technopreneurial success: Exploring their impact on msme performance,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 2, pp. 157–168, 2023.

[38] Y. Wirani, T. Nabarian, and M. S. Romadhon, “Evaluation of continued use on kahoot! as a gamificationbased learning platform from the perspective of indonesia students,” Procedia Computer Science, vol. 197, pp. 545–556, 2022.

[39] P. Widagdo, W. Wibawanto, and E. Sugiarto, “The impact of gamification in user interfaces on user experience and retention: An empirical study,” Catharsis, vol. 13, no. 1, pp. 1–8, 2024.

[40] M. Hardini, H. Hetilaniar, S. E. E. Girsang, S. N. W. Putra, and I. N. Hikam, “Advancing higher education: Longitudinal study on ai integration and its impact on learning,” International Journal of Cyber and IT Service Management (IJCITSM), vol. 5, no. 1, pp. 23–30, 2025.

[41] B. S. Pradhana, M. F. Anandito, M. A. K. D. Anggara, and P. W. Handayani, “The influence of gamification implementation on customer loyalty in mobile commerce applications,” in 2022 International Conference on Information Management and Technology (ICIMTech). IEEE, 2022, pp. 402–407.

[42] S. Chernbumroong, W. Nadee, K. Jansukpum, K. Puritat, and P. Julrode, “The effects of gamified exhibition in a physical and online digital interactive exhibition promoting digital heritage and tourism,” TEM Journal, vol. 11, no. 4, p. 1520, 2022.

[43] S. Litvin, R. Saunders, P. Jefferies, H. Seely, P. Possel, and S. L ¨ uttke, “The impact of a gamified mobile ¨ mental health app (equoo) on resilience and mental health in a student population: large-scale randomized controlled trial,” JMIR Mental Health, vol. 10, p. e47285, 2023.

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Published

2025-10-28

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How to Cite

The Impact of Gamified Mobile Applications on Happiness Levels Based on User Data. (2025). Journal of Orange Technology, 2(1), 48-58. https://journal.orangetechnology.org/jot/article/view/53