Article Per Year (5 Year)
p-Index From 2021 - 2026
4.571
P-Index
This Author published in this journals
All Journal Media Kesehatan Masyarakat Indonesia JURNAL PROMOSI KESEHATAN INDONESIA Jurnal Kesehatan Masyarakat JPP Jurnal Berkala Epidemiologi ATAVISME JURNAL ILMIAH KAJIAN SASTRA Jurnal Promkes: The Indonesian Journal of Health Promotion and Health Education Jurnal Progres Ekonomi Pembangunan REFLEKSI EDUKATIKA Health Notions JURNAL INDRIA (Jurnal Ilmiah Pendidikan Prasekolah dan Sekolah Awal) al-Uqud : Journal of Islamic Economics Journal of Maternal and Child Health Jurnal Ilmiah Dikdaya Jurnal Gemaedu Gorontalo Journal of Public Health Journal of Telenursing (JOTING) Jurnal Kesmas Asclepius Media Gizi Kesmas Narra J Jurnal Asesmen Dan Intervensi Anak Berkebutuhan Khusus Proceeding ISETH (International Summit on Science, Technology, and Humanity) Indonesian Research Journal on Education Innovative: Journal Of Social Science Research Nanggroe: Journal Of Scholarly Service Science and Education Journal Nanggroe: Journal of Scholarly Service Jurnal Ilmu Kesehatan Masyarakat (The Public Health Science Journal) Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal) JURNAL TEKNOLOGI, KESEHATAN DAN ILMU SOSIAL Preventif : Jurnal Kesehatan Masyarakat
Sri Widati
SMP 1 Wiradesa Pekalongan
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Other

Published : 41 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 41 Documents
Search

 1   2   3   4   5 
Integrating Salutogenesis into Predictive Analytics: Modelling SOC As a Key Indicator of Resilience and Well–being Zahroh, Elfi; Widati, Sri
Jurnal Promkes: The Indonesian Journal of Health Promotion and Health Education Vol. 14 No. SI1 (2026): Jurnal Promkes: The Indonesian Journal of Health Promotion and Health Educat
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jpk.V14.ISI1.2026.191-198

Abstract

Background: Salutogenesis emphasizes factors that promote health and well-being, focusing on strengths rather than diseases. Central to this framework is Sense of Coherence (SOC), which reflects an individual’s capacity to perceive life as comprehensible, manageable, and meaningful. A higher SOC is associated with better stress management, resilience, and overall well-being. Advances in predictive analytics, including statistical modelling and machine learning, offer opportunities to integrate the SOC into models that forecast health outcomes, identify at-risk individuals, and guide interventions. Despite the growing interest, research on SOC in predictive models is fragmented and varies in methods, highlighting the need for a comprehensive review. Objectives: To review the literature on the use of SOC in predictive analyses and evaluate its effectiveness as an indicator of resilience and well-being. Discussion: Evidence shows that SOC is a reliable predictor of psychological resilience and well-being. Predictive models incorporating SOC, ranging from regression to machine learning, often outperform models that rely solely on traditional risk factors. The limitations of this study include variability in SOC measurement, limited longitudinal validation, and heterogeneity in the modelling approaches. Nevertheless, SOC provides important insights into resilience outcomes at the individual and population levels. Conclusion: Integrating SOC into predictive analyses is a promising strategy for assessing resilience and well-being in older adults. Standardizing SOC measurements and combining them with multidimensional data can enhance predictive accuracy and inform personalized health interventions.
Co-Authors Abd. Azis Muthalib Adha, Aziza Zahrotul Afianto, Benny Ahmad Mulyadiprana Alam K.M, Radiasi Alfiatun, Alfiatun Alma Feriyanti Azkiya, Mohammad W. Bawati, Ria Nila Bindarto, Bindarto Budi Susetyo Chatarina Umbul Wahyuni Choiriyah Widyasari Dewi Rokhmah Dick-Sagoe, Christopher Ernawaty Ernawaty Firdausi Ramadhani, Firdausi H, Heriswanto Hari Basuki Notobroto Hendrayani, Ayu Ekanita Hotip, Muhammad Ariq Hutomo, Rizky Aditya Iken Nafikadini, Iken Ira Nurmala Juang Sunanto, Juang Kinanthi, Citra Anggun Kinasih, Kinasih Kurnia Dwi Artanti Kurnia, Galuh Mega Kwan Ching, Wong Arkers L, Liswatin Liswatin, Liswatin Lucia Yovita Hendrati M, Masyaili Masyaili, Masyaili Mayang Sari, Novia Putri Min, Yuliana Purnama Sari Mochammad Bagus Qomaruddin Muthmainnah Muthmainnah Nabila, Ichda Naila Nastiti, Rizma Dwi Nunik Puspitasari Nur Aisiyah Widjaja, Nur Aisiyah Nur, Zilvi Fuadiyah Pagala, Izharuddin Puspitaningrum, Evita Putri, Anggreni Ade Qonitah Faizatul Fitriyah Rachmadi, Eka Yanuar Rachmah Indawati Ririh Yudhastuti Ronni Naudur Siregar Rossalya, Monica Ayu Rovian, Ivan Salim, Lutfi A. Santi Martini Sari, Nisa Kurnia Sembiring, Rinawati Shrimarti Rukmini Devy Sinaga, Lia Rosa Veronika Sri Hardianti Stefanus Supriyanto Sulistiani, Nur T, Tauwi Triyaniarta, Adinda Rahma Utami, Putri Intianti Wawo, Andi Basru Welis Raldianingrat, Welis Wibowo, Wahyu Setyo Widya, Mamad Y, Yunila Yudiasari, Novia Yulia Yunara Yunila, Yunila Zahroh, Elfi