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All Journal JURNAL KESEHATAN LINGKUNGAN (Journal of Environmental Health) Indonesian Nursing Journal of Education and Clinic (Jurnal Pendidikan dan Praktik Keperawatan Indonesia)
Patricia Sator
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Nursing Public Health

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Logistic Model of Aedes Aegypti Larval Habitats Based on Modifiable Household Environmental Factors in Banjar, Indonesia Nurul Hidayah; Eko Suhartono; Ahmad Hidayat; Mahmudah; Patricia Sator
JURNAL KESEHATAN LINGKUNGAN Vol. 17 No. 4 (2025): JURNAL KESEHATAN LINGKUNGAN
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jkl.v17i4.2025.389-398

Abstract

Introduction: In endemic nations like Indonesia, dengue fever remains a serious public health concern. The majority of predictive models ignore modifiable risk factors at the home level in favor of macroenvironmental variables (rainfall and climate). The study aimed to develop a logistic regression model to forecast the presence of Aedes aegypti larvae based on water quality metrics and the household water containers characteristics. Methods: In Banjar Regency, Indonesia, 400 randomly chosen households participated in a cross-sectional survey. Water parameters (pH, temperature, salinity, and dissolved oxygen) and container attributes (color, cover availability, and type of water source) were evaluated. Significant predictors were identified using stepwise logistic regression. Model performance was assessed using the Receiver Operating Characteristic (ROC) curve and the Hosmer–Lemeshow goodness-of-fit test. Results and Discussion: The final model identified three significant predictors: container color (OR=14.45; 95% CI:2.93–71.16; p=0.001), cover availability (OR=8.02; 95% CI:1.53–42.01; p=0.014), and water source type (OR=16.78; 95% CI:3.18–88.44; p=0.001). The model equation was: logit(p)=-4.676+2.820(water source)+2.671(colour) +2.082(cover availability). The model exhibited outstanding discrimination (AUC=0.945; 95% CI:0.899–0.992) and good calibration (Hosmer-Lemeshow p=0.649). Conclusion: This household-based logistic model effectively identifies high-risk larval habitats using simple, context-specific indicators. Container color, cover availability, and water source type were key predictors of Aedes aegypti larvae presence, offering practical value for community vector control and early warning systems in resource-limited settings.
THE RELATIONSHIP BETWEEN SELF-AWARENESS AND PROBLEM-SOLVING SKILLS WITH BURNOUT: COMPARISON BETWEEN JUNIOR AND SENIOR MIDWIVES IN INDONESIA Novita Novita; Fredie Robinson; Patricia Sator
INDONESIAN NURSING JOURNAL OF EDUCATION AND CLINIC (INJEC) Vol 11, No 1 (2026): INJEC
Publisher : Asosiasi Institusi Pendidikan Ners Indonesia (AIPNI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24990/injec.v11i1.1121

Abstract

Background: Midwife burnout is a significant issue affecting healthcare quality and profession sustainability due to constant stress and shift work. Self-awareness and problem-solving skills are vital for personal and professional growth, enabling individuals to handle daily challenges independently.Objectives: This study aimed to explore the relationship between self-awareness and problem-solving skills with burnout in comparison between junior and senior midwives in Indonesia.Methods: This study employed a cross-sectional survey design at three hospitals on Indonesia's Java. The study's inclusion criteria required midwives to have a minimum of three months of experience at their present hospital. The self-awareness scale, problem-solving questionnaire, and the Maslach burnout inventory human service survey was used to measure variables. A linear regression was used to examine the relationship between self-awareness and burnout among junior and senior midwives.Results: In the junior group, respondents showed moderate self-awareness and problem-solving skills, with an average score of 3.11 (SD=1.43) and 3.56 (SD=1.93), respectively. The mean score for burnout was 3.32 (SD=1.25) , while in the senior group, self-awareness and problem-solving skills were moderate, with an average score of 3.23 (SD=1.26) and was 3.09 (SD=1.25), respectively. In junior group, education level, working unit, working experience, self-awareness, and problem-solving skills contributed significantly to burnout with R square was 43.3%. In senior group, working unit, working experience, working status, self-awareness, and problem-solving skills contributed significantly to burnout with R square was 39.8%.Conclusion: The study emphasizes the importance of monitoring and addressing burnout, as well as enhancing self-awareness and problem-solving skills among midwives. Future research should explore longitudinal variations in self-awareness, problem-solving abilities reported burnout to understand the bidirectional relationship between burnout and self-awareness.
Co-Authors Ahmad Hidayat Eko Suhartono Fredie Robinson Mahmudah Novita Novita Nurul Hidayah