PENGEMBANGAN MODEL MOIZRUN BERBASIS KODE QR UNTUK PEMANTAUAN AKTIVITAS LARI DI KAWASAN OLAHRAGA PUBLIK

SINOPSIS

Setiap langkah manusia meninggalkan jejak. Namun, tidak setiap jejak tercatat, dan tidak setiap angka mampu menceritakan manusia di baliknya.

Di kawasan olahraga publik, manusia berlari membawa harapan yang sederhana tetapi berharga: menjaga kesehatan, membangun ketahanan diri, dan menjalani kehidupan yang lebih baik. Di balik setiap lintasan yang dilalui, terdapat aktivitas yang dapat dipahami melalui ilmu pengetahuan dan didukung oleh teknologi. Namun, satu pertanyaan mendasar patut diajukan: ketika aktivitas manusia diubah menjadi data, apakah teknologi benar-benar membantu kita memahami aktivitas tersebut, atau justru membuat kita terjebak pada angka-angka yang kehilangan maknanya?

Monograf ini menghadirkan Model MoizRun berbasis Kode QR sebagai pendekatan pemantauan digital aktivitas lari di kawasan olahraga publik. Pembahasannya melampaui cara kerja sebuah aplikasi, menuju konstruksi ilmiah yang menghubungkan arsitektur sistem, implementasi, tata kelola, keselamatan, privasi, keamanan data, pengalaman pengguna, evaluasi, serta keberlanjutan inovasi.

Melalui kajian yang sistematis dan kritis, buku ini menegaskan bahwa keberhasilan teknologi tidak cukup dibuktikan oleh kemampuannya mencatat, menghitung, atau menyajikan informasi. Setiap data harus memiliki dasar yang jelas, setiap hasil harus dipahami sesuai batasnya, dan setiap pengembangan harus dapat dipertanggungjawabkan manfaatnya.

Sebab, kemajuan teknologi yang sesungguhnya bukanlah ketika manusia semakin banyak menghasilkan data, melainkan ketika ilmu pengetahuan mampu menjadikan data tersebut lebih bermakna bagi kehidupan manusia.

Pada akhirnya, buku ini mengajak pembaca melihat sesuatu yang jauh lebih besar daripada Kode QR, aplikasi, dan sistem pemantauan:

Bahwa di balik setiap angka terdapat aktivitas manusia. Di balik setiap inovasi terdapat tanggung jawab. Dan di balik setiap langkah menuju kemajuan, harus selalu ada satu tujuan yang tidak boleh ditinggalkan: kemaslahatan manusia.

Ukuran Buku : 15,5 cm x 23 cm

Jumlah Halaman : 304 Halaman

ISBN : Proses

Katalog Dalam Terbitan (KDT) : Proses

DAFTAR PUSTAKA

Achmad, A. (2026a). Ar-Rahman human being theory: A moral-governed framework of human behavior in socio-economic life. ABMESDRA Penerbit Pustaka.

Achmad, A. (2026b). Moral governance dalam pengelolaan kapasitas manusia: Perspektif Ar-Rahman Human Being Theory. In A. Achmad (Ed.), Manusia, organisasi, dan kehidupan ekonomi: Perspektif sumber daya manusia, moralitas, keuangan, hukum, dan profesionalisme (pp. 268–310). ABMESDRA Penerbit Pustaka.

Akbar, S., Coiera, E., & Magrabi, F. (2020). Safety concerns with consumer-facing mobile health applications and their consequences: A scoping review. Journal of the American Medical Informatics Association, 27(2), 330–340. https://doi.org/10.1093/jamia/ocz175

Ansell, C., & Gash, A. (2008). Collaborative governance in theory and practice. Journal of Public Administration Research and Theory, 18(4), 543–571. https://doi.org/10.1093/jopart/mum032

Benjumea, J., Ropero, J., Rivera-Romero, O., Dorronzoro-Zubiete, E., & Carrasco, A. (2020). Privacy assessment in mobile health apps: Scoping review. JMIR mHealth and uHealth, 8(7), Article e18868. https://doi.org/10.2196/18868

Bovens, M. (2007). Analysing and assessing accountability: A conceptual framework. European Law Journal, 13(4), 447–468. https://doi.org/10.1111/j.1468-0386.2007.00378.x

Brooke, J. (1996). SUS: A 'quick and dirty' usability scale. In P. W. Jordan, B. Thomas, I. L. McClelland, & B. Weerdmeester (Eds.), Usability evaluation in industry (pp. 189–194). Taylor & Francis. https://doi.org/10.1201/9781498710411-35

Carroll, C., Patterson, M., Wood, S., Booth, A., Rick, J., & Balain, S. (2007). A conceptual framework for implementation fidelity. Implementation Science, 2, Article 40. https://doi.org/10.1186/1748-5908-2-40

Casa, D. J., DeMartini, J. K., Bergeron, M. F., Csillan, D., Eichner, E. R., Lopez, R. M., Ferrara, M. S., Miller, K. C., O'Connor, F., Sawka, M. N., & Yeargin, S. W. (2015). National Athletic Trainers' Association position statement: Exertional heat illnesses. Journal of Athletic Training, 50(9), 986–1000. https://doi.org/10.4085/1062-6050-50.9.07

Caspersen, C. J., Powell, K. E., & Christenson, G. M. (1985). Physical activity, exercise, and physical fitness: Definitions and distinctions for health-related research. Public Health Reports, 100(2), 126–131. https://pmc.ncbi.nlm.nih.gov/articles/PMC1424733/

Centers for Disease Control and Prevention. (2024, June 25). Heat and athletes. https://www.cdc.gov/heat-health/risk-factors/heat-and-athletes.html

Chambers, D. A., Glasgow, R. E., & Stange, K. C. (2013). The dynamic sustainability framework: Addressing the paradox of sustainment amid ongoing change. Implementation Science, 8, Article 117. https://doi.org/10.1186/1748-5908-8-117

Damschroder, L. J., Reardon, C. M., Widerquist, M. A. O., & Lowery, J. (2022). The updated Consolidated Framework for Implementation Research based on user feedback. Implementation Science, 17, Article 75. https://doi.org/10.1186/s13012-022-01245-0

De Haes, S., & Van Grembergen, W. (2009). An exploratory study into IT governance implementations and its impact on business/IT alignment. Information Systems Management, 26(2), 123–137. https://doi.org/10.1080/10580530902794786

DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748

de Montjoye, Y.-A., Hidalgo, C. A., Verleysen, M., & Blondel, V. D. (2013). Unique in the crowd: The privacy bounds of human mobility. Scientific Reports, 3, Article 1376. https://doi.org/10.1038/srep01376

Emerson, K., Nabatchi, T., & Balogh, S. (2012). An integrative framework for collaborative governance. Journal of Public Administration Research and Theory, 22(1), 1–29. https://doi.org/10.1093/jopart/mur011

Evenson, K. R., Goto, M. M., & Furberg, R. D. (2015). Systematic review of the validity and reliability of consumer-wearable activity trackers. International Journal of Behavioral Nutrition and Physical Activity, 12, Article 159. https://doi.org/10.1186/s12966-015-0314-1

Eysenbach, G. (2005). The law of attrition. Journal of Medical Internet Research, 7(1), Article e11. https://doi.org/10.2196/jmir.7.1.e11

Friedman, B., & Nissenbaum, H. (1996). Bias in computer systems. ACM Transactions on Information Systems, 14(3), 330–347. https://doi.org/10.1145/230538.230561

Fuller, D., Colwell, E., Low, J., Orychock, K., Tobin, M. A., Simango, B., Buote, R., Van Heerden, D., Luan, H., Cullen, K., Slade, L., & Taylor, N. G. A. (2020). Reliability and validity of commercially available wearable devices for measuring steps, energy expenditure, and heart rate: Systematic review. JMIR mHealth and uHealth, 8(9), Article e18694. https://doi.org/10.2196/18694

Glasgow, R. E., Harden, S. M., Gaglio, B., Rabin, B., Smith, M. L., Porter, G. C., Ory, M. G., & Estabrooks, P. A. (2019). RE-AIM planning and evaluation framework: Adapting to new science and practice with a 20-year review. Frontiers in Public Health, 7, Article 64. https://doi.org/10.3389/fpubh.2019.00064

Glasgow, R. E., Vogt, T. M., & Boles, S. M. (1999). Evaluating the public health impact of health promotion interventions: The RE-AIM framework. American Journal of Public Health, 89(9), 1322–1327. https://doi.org/10.2105/AJPH.89.9.1322

Göttgens, I., & Oertelt-Prigione, S. (2021). The application of human-centered design approaches in health research and innovation: A narrative review of current practices. JMIR mHealth and uHealth, 9(12), Article e28102. https://doi.org/10.2196/28102

Greenhalgh, T., Robert, G., Macfarlane, F., Bate, P., & Kyriakidou, O. (2004). Diffusion of innovations in service organizations: Systematic review and recommendations. The Milbank Quarterly, 82(4), 581–629. https://doi.org/10.1111/j.0887-378X.2004.00325.x

Greenhalgh, T., Wherton, J., Papoutsi, C., Lynch, J., Hughes, G., A'Court, C., Hinder, S., Fahy, N., Procter, R., & Shaw, S. (2017). Beyond adoption: A new framework for theorizing and evaluating nonadoption, abandonment, and challenges to the scale-up, spread, and sustainability of health and care technologies. Journal of Medical Internet Research, 19(11), Article e367. https://doi.org/10.2196/jmir.8775

Helsper, E. J. (2012). A corresponding fields model for the links between social and digital exclusion. Communication Theory, 22(4), 403–426. https://doi.org/10.1111/j.1468-2885.2012.01416.x

Hevner, A. R., March, S. T., Park, J., & Ram, S. (2004). Design science in information systems research. MIS Quarterly, 28(1), 75–105. https://doi.org/10.2307/25148625

Hyzy, M., Bond, R., Mulvenna, M., Bai, L., Dix, A., Leigh, S., & Hunt, S. (2022). System Usability Scale benchmarking for digital health apps: Meta-analysis. JMIR mHealth and uHealth, 10(8), Article e37290. https://doi.org/10.2196/37290

International Organization for Standardization. (2018). Ergonomics of human-system interaction—Part 11: Usability: Definitions and concepts (ISO Standard No. 9241-11:2018). https://www.iso.org/standard/63500.html

International Organization for Standardization. (2019). Ergonomics of human-system interaction—Part 210: Human-centred design for interactive systems (ISO Standard No. 9241-210:2019). https://www.iso.org/standard/77520.html

International Organization for Standardization & International Electrotechnical Commission. (2008). Software engineering—Software product Quality Requirements and Evaluation (SQuaRE)—Data quality model (ISO/IEC Standard No. 25012:2008). https://www.iso.org/standard/35736.html

International Organization for Standardization & International Electrotechnical Commission. (2022). Information security, cybersecurity and privacy protection—Information security management systems—Requirements (ISO/IEC Standard No. 27001:2022). https://www.iso.org/standard/27001

International Organization for Standardization & International Electrotechnical Commission. (2023). Systems and software engineering—Systems and software Quality Requirements and Evaluation (SQuaRE)—Product quality model (ISO/IEC Standard No. 25010:2023). https://www.iso.org/standard/78176.html

International Organization for Standardization & International Electrotechnical Commission. (2024a). Automatic identification and data capture techniques—Bar code symbol print quality test specification—Two-dimensional symbols (ISO/IEC Standard No. 15415:2024). https://www.iso.org/standard/76876.html

International Organization for Standardization & International Electrotechnical Commission. (2024b). Information technology—Automatic identification and data capture techniques—QR code bar code symbology specification (ISO/IEC Standard No. 18004:2024). https://www.iso.org/standard/83389.html

International Organization for Standardization & International Electrotechnical Commission. (2024c). Information technology—Governance of IT for the organization (ISO/IEC Standard No. 38500:2024). https://www.iso.org/standard/81684.html

International Organization for Standardization, International Electrotechnical Commission, & Institute of Electrical and Electronics Engineers. (2022). Software, systems and enterprise—Architecture description (ISO/IEC/IEEE Standard No. 42010:2022). https://www.iso.org/standard/74393.html

Kaptein, M. (2008). Developing and testing a measure for the ethical culture of organizations: The corporate ethical virtues model. Journal of Organizational Behavior, 29(7), 923–947. https://doi.org/10.1002/job.520

Llorens-Vernet, P., & Miró, J. (2020). Standards for mobile health–related apps: Systematic review and development of a guide. JMIR mHealth and uHealth, 8(3), Article e13057. https://doi.org/10.2196/13057

Lopez-Haro, J., Gómez-Chávez, L. F. J., Pelayo-Zavalza, A. R., & Gómez-Varela, J. F. (2024). Association between active use of urban green spaces and well-being in adults aged 18–65 years: A systematic review. Journal of Health and Pollution, 12(1–4), 016002. https://doi.org/10.1289/JHP1040

Milat, A. J., Bauman, A., & Redman, S. (2015). Narrative review of models and success factors for scaling up public health interventions. Implementation Science, 10, Article 113. https://doi.org/10.1186/s13012-015-0301-6

Moore, J. E., Mascarenhas, A., Bain, J., & Straus, S. E. (2017). Developing a comprehensive definition of sustainability. Implementation Science, 12, Article 110. https://doi.org/10.1186/s13012-017-0637-1

Moore, M. H. (1995). Creating public value: Strategic management in government. Harvard University Press.

Moreau, L., & Missier, P. (Eds.). (2013). PROV-DM: The PROV data model (W3C Recommendation). World Wide Web Consortium. https://www.w3.org/TR/prov-dm/

Motomura, M., Koohsari, M. J., Lin, C.-Y., Ishii, K., Shibata, A., Nakaya, T., Kaczynski, A. T., Veitch, J., & Oka, K. (2022). Associations of public open space attributes with active and sedentary behaviors in dense urban areas: A systematic review of observational studies. Health & Place, 75, 102816. https://doi.org/10.1016/j.healthplace.2022.102816

Mulyadi, H., Immawati, S., & Parlindungan, D. P. (2026). Panduan penggunaan aplikasi mobile berbasis QR Code untuk monitoring aktivitas lari di kawasan olahraga publik: MoizRun—Implementasi, operasional, keselamatan, tata kelola data, evaluasi, dan keberlanjutan inovasi [Naskah panduan pengembangan]. ABMESDRA Penerbit Pustaka.

National Institute of Standards and Technology. (2024). The NIST cybersecurity framework (CSF) 2.0 (NIST CSWP 29). https://doi.org/10.6028/NIST.CSWP.29

Nilsen, P. (2015). Making sense of implementation theories, models and frameworks. Implementation Science, 10, Article 53. https://doi.org/10.1186/s13012-015-0242-0

Norman, C. D., & Skinner, H. A. (2006). eHealth literacy: Essential skills for consumer health in a networked world. Journal of Medical Internet Research, 8(2), Article e9. https://doi.org/10.2196/jmir.8.2.e9

Peffers, K., Tuunanen, T., Rothenberger, M. A., & Chatterjee, S. (2007). A design science research methodology for information systems research. Journal of Management Information Systems, 24(3), 45–77. https://doi.org/10.2753/MIS0742-1222240302

Perski, O., Blandford, A., West, R., & Michie, S. (2017). Conceptualising engagement with digital behaviour change interventions: A systematic review using principles from critical interpretive synthesis. Translational Behavioral Medicine, 7(2), 254–267. https://doi.org/10.1007/s13142-016-0453-1

Proctor, E., Silmere, H., Raghavan, R., Hovmand, P., Aarons, G., Bunger, A., Griffey, R., & Hensley, M. (2011). Outcomes for implementation research: Conceptual distinctions, measurement challenges, and research agenda. Administration and Policy in Mental Health and Mental Health Services Research, 38(2), 65–76. https://doi.org/10.1007/s10488-010-0319-7

Provan, K. G., & Kenis, P. (2008). Modes of network governance: Structure, management, and effectiveness. Journal of Public Administration Research and Theory, 18(2), 229–252. https://doi.org/10.1093/jopart/mum015

Republik Indonesia. (2019). Peraturan Pemerintah Republik Indonesia Nomor 71 Tahun 2019 tentang Penyelenggaraan Sistem dan Transaksi Elektronik. https://peraturan.bpk.go.id/Details/122030/pp-no-71-tahun-2019

Republik Indonesia. (2022). Undang-Undang Republik Indonesia Nomor 27 Tahun 2022 tentang Pelindungan Data Pribadi. https://jdih.komdigi.go.id/produk_hukum/view/id/832

Republik Indonesia. (2025). Peraturan Pemerintah Republik Indonesia Nomor 17 Tahun 2025 tentang Tata Kelola Penyelenggaraan Sistem Elektronik dalam Pelindungan Anak. https://peraturan.bpk.go.id/Details/316698/pp-no-17-tahun-2025

Riebe, D., Franklin, B. A., Thompson, P. D., Garber, C. E., Whitfield, G. P., Magal, M., & Pescatello, L. S. (2015). Updating ACSM's recommendations for exercise preparticipation health screening. Medicine & Science in Sports & Exercise, 47(11), 2473–2479. https://doi.org/10.1249/MSS.0000000000000664

Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.

Sallis, J. F., Cervero, R. B., Ascher, W., Henderson, K. A., Kraft, M. K., & Kerr, J. (2006). An ecological approach to creating active living communities. Annual Review of Public Health, 27, 297–322. https://doi.org/10.1146/annurev.publhealth.27.021405.102100

Sambamurthy, V., & Zmud, R. W. (1999). Arrangements for information technology governance: A theory of multiple contingencies. MIS Quarterly, 23(2), 261–290. https://doi.org/10.2307/249754

Scheirer, M. A., & Dearing, J. W. (2011). An agenda for research on the sustainability of public health programs. American Journal of Public Health, 101(11), 2059–2067. https://doi.org/10.2105/AJPH.2011.300193

Schwarz, A., Winkens, L. H. H., de Vet, E., Ossendrijver, D., Bouwsema, K., & Simons, M. (2023). Design features associated with engagement in mobile health physical activity interventions among youth: Systematic review of qualitative and quantitative studies. JMIR mHealth and uHealth, 11, Article e40898. https://doi.org/10.2196/40898

Shilton, K. (2013). Values levers: Building ethics into design. Science, Technology, & Human Values, 38(3), 374–397. https://doi.org/10.1177/0162243912436985

Souppaya, M., Howell, G., Scarfone, K., Franklin, J., & Sritapan, V. (2023). Guidelines for managing the security of mobile devices in the enterprise (NIST Special Publication 800-124, Revision 2). National Institute of Standards and Technology. https://doi.org/10.6028/NIST.SP.800-124r2

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540

Weiner, B. J. (2009). A theory of organizational readiness for change. Implementation Science, 4, Article 67. https://doi.org/10.1186/1748-5908-4-67

Wiltsey Stirman, S., Baumann, A. A., & Miller, C. J. (2019). The FRAME: An expanded framework for reporting adaptations and modifications to evidence-based interventions. Implementation Science, 14, Article 58. https://doi.org/10.1186/s13012-019-0898-y

Wiltsey Stirman, S., Kimberly, J., Cook, N., Calloway, A., Castro, F., & Charns, M. (2012). The sustainability of new programs and innovations: A review of the empirical literature and recommendations for future research. Implementation Science, 7, Article 17. https://doi.org/10.1186/1748-5908-7-17

World Health Organization. (2016). Monitoring and evaluating digital health interventions: A practical guide to conducting research and assessment. https://www.who.int/publications/i/item/9789241511766

World Health Organization. (2020). WHO guidelines on physical activity and sedentary behaviour. https://www.who.int/publications/i/item/9789240015128

World Health Organization. (2023). Classification of digital interventions, services and applications in health: A shared language to describe the uses of digital technology for health (2nd ed.). https://www.who.int/publications/i/item/9789240081949

World Wide Web Consortium. (2023). Web Content Accessibility Guidelines (WCAG) 2.2. https://www.w3.org/TR/WCAG22/

Yang, Y., Hu, H., & Koenigstorfer, J. (2022). Effects of gamified smartphone applications on physical activity: A systematic review and meta-analysis. American Journal of Preventive Medicine, 62(4), 602–613. https://doi.org/10.1016/j.amepre.2021.10.005

Yardley, L., Spring, B. J., Riper, H., Morrison, L. G., Crane, D. H., Curtis, K., Merchant, G. C., Naughton, F., & Blandford, A. (2016). Understanding and promoting effective engagement with digital behavior change interventions. American Journal of Preventive Medicine, 51(5), 833–842. https://doi.org/10.1016/j.amepre.2016.06.015

Format APA Style (7th Edition)

Muhlis, & Supatminingsih, T. (2026). Statistika II untuk penelitian manajemen dan ilmu sosial terapan. ABMESDRA Penerbit Pustaka.

Format Penulisan Lengkap

Muhlis & Tuti Supatminingsih. (2026). Statistika II untuk Penelitian Manajemen dan Ilmu Sosial Terapan. ABMESDRA Penerbit Pustaka.

Contoh Sitasi Dalam Teks

• Sitasi Parentetif: (Muhlis & Supatminingsih, 2026)

• Sitasi Naratif: Muhlis dan Supatminingsih (2026)

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