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Early Detection of Bullying Victimization in Indonesian Adults: A Predictive Scoring System Zahra Amir; Husin Sastranagara; Imanuel Simbolon; Neva Dian Permana; Andi Fatihah Syahrir
Scientia Psychiatrica Vol. 5 No. 4 (2024): Scientia Psychiatrica
Publisher : HM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37275/scipsy.v5i4.180

Abstract

Introduction: Bullying victimization among adults is a pervasive problem with significant mental health implications, including depression, anxiety, and even suicidal ideation. Early detection of individuals at risk is crucial for timely intervention and support. This study aimed to develop and validate a predictive scoring system for bullying victimization in Indonesian adults. Methods: A cross-sectional study was conducted with 1,500 Indonesian adults aged 18-55 years. Data were collected using validated questionnaires, including the Indonesian Workplace Bullying Scale, the Kessler Psychological Distress Scale (K10), and the Rosenberg Self-Esteem Scale. Sociodemographic information and history of adverse childhood experiences were also collected. Logistic regression analysis was used to identify predictors of bullying victimization and develop a predictive scoring system. The model's performance was evaluated using receiver operating characteristic (ROC) curve analysis. Results: The prevalence of bullying victimization in the sample was 18.7%. Significant predictors included female gender, younger age, lower socioeconomic status, history of childhood trauma, low self-esteem, and high psychological distress. The predictive scoring system demonstrated good discriminatory ability, with an area under the ROC curve (AUC) of 0.82 (95% CI: 0.79-0.85). Conclusion: This study provides a validated predictive scoring system for identifying Indonesian adults at risk of bullying victimization. This tool can assist mental health professionals, employers, and policymakers in implementing targeted prevention and intervention programs to mitigate the adverse mental health consequences associated with bullying.
Building Community Resilience to Climate Change in Jakarta: A Public Health Approach Integrating Policy, Practice, and Education Jonah Abraham; Andi Fatihah Syahrir; Neva Dian Permana; Matilda Munoz; Sarah Armalia
Community Medicine and Education Journal Vol. 6 No. 1 (2025): Community Medicine and Education Journal
Publisher : HM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37275/cmej.v6i1.700

Abstract

Climate change poses significant and escalating threats to public health in Jakarta, Indonesia, including increased risks of vector-borne diseases, heat-related illnesses, and mental health impacts exacerbated by flooding and displacement. This study examined the current state of community resilience to these climate-related health threats and evaluated the effectiveness of existing policies and educational interventions. A mixed-methods approach was employed, combining a cross-sectional survey of Jakarta residents (n= 850), semi-structured interviews with key stakeholders (n= 25) from government agencies, NGOs, and community organizations, and a policy review of relevant Indonesian and Jakarta-specific regulations and strategic plans. The survey assessed climate change awareness, perceived health risks, adaptive capacity, and access to resources. Interviews explored policy implementation challenges, inter-sectoral collaboration, and community engagement strategies. The policy review analyzed alignment with international best practices and identified gaps. The survey revealed moderate levels of climate change awareness but significant gaps in understanding of specific health risks (62% aware of general climate change, but only 38% aware of the link to dengue fever increase). Perceived adaptive capacity was low, particularly among vulnerable populations (low-income households, those living in flood-prone areas). 75% of respondents in flood-prone areas reported lacking adequate resources to cope with flooding events. Interviews highlighted challenges in inter-sectoral coordination, limited funding for community-based programs, and a lack of culturally appropriate health education materials. The policy review found that while national-level policies exist, Jakarta-specific implementation lags, particularly in integrating health considerations into urban planning and disaster preparedness. In conclusion, building community resilience to climate change in Jakarta requires a multi-pronged approach. This includes strengthening health system preparedness, developing targeted and culturally appropriate health education programs, improving inter-sectoral collaboration, enhancing community engagement, and integrating health considerations into all relevant policies. Specific recommendations include strengthening early warning systems for heat waves and floods, expanding access to clean water and sanitation, promoting climate-resilient housing, and investing in community-based adaptation projects.