Journal of Preventive Medicine and Public Health

Most-download articles are from the articles published in 2023 during the last three month.

Original Articles

Development of Machine Learning Models to Categorize Life Satisfaction in Older Adults in Korea: Suyeong Bae, Mi Jung Lee, Ickpyo Hong; J Prev Med Public Health. 2025;58(2):127-135. Published online October 23, 2024; DOI: https://doi.org/10.3961/jpmph.24.324

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Abstract Summary PDF: Objectives
This study aimed to identify factors associated with life satisfaction by developing machine learning (ML) models to predict life satisfaction in older adults living alone.
Methods
Data were extracted from 3112 older adults participating in the 2020 Korea Senior Survey. We employed 5 ML models to classify the life satisfaction of older adults living alone: logistic Lasso regression, decision tree-based classification and regression tree (CART), C5.0, random forest, and extreme gradient boost (XGBoost). The variables used as predictors included demographics, health status, functional abilities, environmental factors, and activity participation. The performance of these ML models was evaluated based on accuracy, precision, recall, F1-score, and area under the curve (AUC). Additionally, we assessed the significance of variable importance as indicated by the final classification models.
Results
Out of the 1411 older adults living alone, 45.3% expressed satisfaction with their lives. The XGBoost model surpassed the performance of other models, achieving an F1-score of 0.72 and an AUC of 0.75. According to the XGBoost model, the five most important variables influencing life satisfaction were overall community satisfaction, self-rated health, opportunities to interact with neighbors, proximity to a child, and satisfaction with residence.
Conclusions
Overall satisfaction with the community environment emerged as the most significant predictor of life satisfaction among older adults living alone. These findings indicate that enhancing the supportiveness of the community environment could improve life satisfaction for this demographic.; Summary

Korean summary
본 연구는 2020년 노인실태조사에 참여한 3,112명의 독거노인 데이터를 활용하여 이들의 삶의 만족도를 분류하는 머신러닝 모델을 개발하였다. 아울러, 해당 모델을 통해 독거노인의 삶의 만족도 분류에 영향을 미치는 주요 변수를 도출하였다. 본 연구는 독거노인의 삶의 만족도 향상을 위해 고려해야 할 핵심 요인들을 제시한다는 점에서 의의가 있다.

Key Message
This study developed a machine learning model to classify life satisfaction among 3,112 older adults living alone, based on data from the 2020 Korea Senior Survey. Furthermore, the study identified key variables that contribute to the classification of life satisfaction in this population. These findings provide insights into important factors that should be considered to enhance the life satisfaction of older adults living alone.

Prevalence, Sources, and Correlates of Second-hand Smoke Exposure Among Non-smoking Pregnant Women in India: Farheen Ahmed, Nilesh Gawde, Sulabha Parasuraman; J Prev Med Public Health. 2025;58(2):136-145. Published online December 4, 2024; DOI: https://doi.org/10.3961/jpmph.24.278

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Abstract Summary PDF: Objectives
Second-hand tobacco smoke (SHS) is a risk factor for adverse health outcomes, particularly among pregnant women. This study aimed to address the research gap concerning the prevalence and correlates of SHS exposure at home and in public settings among non-smoking pregnant women in India.
Methods
The dataset from the Global Adult Tobacco Survey (2016-17), India, was utilised to evaluate the prevalence of SHS exposure in pregnant women both at home and in public spaces. Multivariable logistic regression analysis was employed to identify the determinants of SHS exposure among this population.
Results
The prevalence of SHS exposure at home was 36.9%, while exposure outside the home was 26.5%. Among non-smoking pregnant women, 10.0% were exposed to SHS on public transport. The risk of SHS exposure at home was significantly higher in the North (adjusted odds ratio [aOR], 5.33; 95% confidence interval [CI], 2.45 to 11.60), Central (aOR, 4.46; 95% CI, 1.98 to 10.02), and Northeast (aOR, 4.18; 95% CI, 1.78 to 9.81) regions compared to the South. Pregnant women aged 25-34 (aOR, 0.61; 95% CI, 0.39 to 0.93) and those aged 35 and above (aOR, 0.48; 95% CI, 0.27 to 0.86), as well as those with secondary (aOR, 0.50; 95% CI, 0.30 to 0.85) or higher education (aOR, 0.30; 95% CI, 0.15 to 0.58), had lower odds of SHS exposure at home. For SHS exposure outside the home, the North region (aOR, 2.53; 95% CI, 1.19 to 5.36), employment status (aOR, 1.99; 95% CI, 1.13 to 3.47), and belonging to scheduled tribes (aOR, 3.20; 95% CI, 1.25 to 8.21) were associated with higher odds.
Conclusions
The prevalence of SHS exposure among pregnant non-smoking women was notably high both at home and in external environments.; Summary

Key Message
Our secondary analysis of GATS-2 India data (2016-17) showed that the prevalence of Second-hand Tobacco smoke (SHS) exposure at home was high (36.9%) among non-smoking pregnant women in India. Among pregnant women, younger age, lower education levels, and residing in the country's North, Central, and Northeast regions were significantly associated with higher odds of SHS exposure at home. Overall, about a quarter (26.5%) of pregnant women reported SHS exposure outside their home. Tribal women, employed ones, and those residing in the North region were at higher risk of SHS exposure outside their homes during their pregnancies.

Scoping Review

Use of Data Linkage Methods to Investigate Healthcare Interactions in Individuals Who Self-harm and Die by Suicide: A Scoping Review: Ferdi W. Djajadisastra; J Prev Med Public Health. 2025;58(2):114-126. Published online November 20, 2024; DOI: https://doi.org/10.3961/jpmph.24.448

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Abstract Summary PDF Supplementary Material: Objectives
In this review, the primary objective was to comprehensively summarize and evaluate the themes and analytical strategies of studies that used data linkage methods to examine the healthcare engagement of individuals with self-harming and suicidal tendencies. Additionally, the review sought to identify gaps in the existing literature and suggest directions for future research in this area.
Methods
This review utilized the PubMed, PsycINFO, and Scopus databases. Employing a scoping review methodology, 27 papers were analyzed.
Results
One particularly common data source is the routine information collected by government agencies. However, some studies supplement this data with newly collected information. Compared to other research methods, data linkage offers the advantage of incorporating participants from diverse backgrounds into the analysis. Most relevant studies using data linkage methods have primarily focused on identifying socio-demographic correlates of self-harm, suicide deaths, and healthcare interactions. Additionally, some studies have used cluster analysis to identify patterns of healthcare utilization within affected populations. Certain papers have employed unique methods to measure self-harm and healthcare interactions, while one study utilized a moderator analytical approach.
Conclusions
Data linkage offers a promising approach for researching the dynamics between self-harm, suicide, and healthcare contact. A notable challenge, however, is the focus of most studies on the associations between socio-demographic factors and the risks of self-harm and suicide.; Summary

Key Message
The scoping review aims to summarize and evaluate the themes and analytical strategies of studies that have used data linkage methods to examine the healthcare engagement of individuals with self-harming and suicidal tendencies. Data linkage offers a promising approach for researching the dynamics between self-harm, suicide, and healthcare contact. However, most studies primarily focus on the associations between socio-demographic factors and the risks of self-harm and suicide. Future research should emphasize the inclusion of additional variables through new data collection, integrating them with existing datasets, or adopting more innovative approaches to analyzing available data.

Systematic Review

Effects of Physical and Mind-body Exercise on Sleep Quality in Individuals With Diabetes Mellitus: A Systematic Review and Meta‐analysis: Yohanes Andy Rias, Renny Wulan Apriliyasari, Made Satya Nugraha Gautama, Faizul Hasan, Margareta Teli, Hsiao-Yean Chiu, Ratsiri Thato; J Prev Med Public Health. 2025;58(1):1-10. Published online October 7, 2024; DOI: https://doi.org/10.3961/jpmph.24.354

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Abstract Summary PDF Supplementary Material

Objectives
Physical and mind-body exercises represent distinct intervention strategies that may improve sleep quality by influencing physiological and psychological factors. Nevertheless, their effectiveness in individuals with diabetes is not well-established. This systematic review and meta-analysis aimed to examine the impacts of physical and mind-body exercise interventions on sleep quality in patients with diabetes mellitus.
Methods
Six randomized controlled trials (RCTs) that met the inclusion criteria were identified from PubMed, CINAHL, Embase, Scopus, Web of Science, Cochrane, and Ovid-Medline Library. The effect size for sleep quality was calculated using the standardized mean difference (SMD) with a 95% confidence interval (CI), employing a random-effects model. Heterogeneity and publication bias were also examined, and subgroup, meta-regression, and sensitivity analyses were performed.
Results
Physical and mind-body exercise interventions significantly improved sleep quality, with an SMD of -1.040 (95% CI, -1.686 to -0.394). Subgroup analysis revealed significant differences with respect to the type of intervention (p=0.047), or its duration (p=0.282). Meta-regression analysis indicated that mean hemoglobin A1c level was the only factor to be significantly related to the effect size for sleep quality, demonstrating a negative association (p=0.033). The assessment of publication bias and the sensitivity analysis suggested that the findings were reliable and robust.
Conclusions
Physical and mind-body exercises may serve as effective interventions for patients with diabetes mellitus who experience poor sleep quality. However, to substantiate these findings, additional rigorous RCTs with larger sample sizes, longer follow-up periods, and standardized interventions are required.

Summary

Key Message
This systematic review and meta-analysis reviewed the impact of physical and mind-body exercise interventions on sleep quality in individuals with diabetes mellitus, examining six randomised, controlled trials. The results indicated a notable enhancement in sleep quality. A meta-analysis revealed a negative correlation between haemoglobin A1c levels and improvements in sleep quality. The findings suggest that physical and mind-body exercise are effective methods for improving sleep quality; however, additional rigorous research with larger sample sizes and standardised protocols is necessary.

Citations

Citations to this article as recorded by

Assessment of Sleep Quality and Its Determinants Among Patients with Type 2 Diabetes Mellitus in Mogadishu, Somalia: A Cross-Sectional Study
Nur Mohamed, Rahma Haji Mohamud, Fadumo Hilowle, Tigad Ali, Yusuf Abdirisak Mohamed, Adan Gabow, Hawa Mohamed, Nor Sidow, Mohamed Sheikh Hassan, Mohamud Waberi
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Acute and chronic effects of inspiratory muscle training in patients with type 2 diabetes mellitus: a systematic review of randomized controlled trials
Zoé Breuil-Marsal, Clémence Godek, Amandine Lotti, Patrick Feiereisen, Isabela Roque Marçal, Patricia Rehder-Santos, Juliana Cristina Milan-Mattos, Raphael Martins de Abreu
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Original Article

Health Effects of Heavy Metal Exposure Among E-waste Workers and Community-dwelling Adults in Thailand: A Cross-sectional Study: Chonyitree Sangwijit, Parichat Ong-artborirak, Warangkana Naksen, Kraiwuth Kallawicha, Pallop Siewchaisakul; J Prev Med Public Health. 2025;58(2):156-166. Published online November 21, 2024; DOI: https://doi.org/10.3961/jpmph.24.415

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Abstract Summary PDF Supplementary Material: Objectives
Global concern is increasing about the health effects of electronic waste (e-waste). This study examines the health impacts of heavy metal (HM) exposure among e-waste workers (EWWs) and community-dwelling adults (CDAs) in Northeastern Thailand and identifies factors associated with adverse health outcomes.
Methods
A cross-sectional study was conducted of 164 EWWs and 164 CDAs. A survey was employed to collect data on participant characteristics, symptoms, anxiety, depression, and sleep quality. Urine samples were analyzed for lead (Pb) and cadmium (Cd) levels using atomic absorption spectrometry. Multiple logistic regression analysis was used to identify factors impacting health.
Results
Across all participants, urinary Pb and Cd levels ranged from 5.30 µg/g to 29.50 µg/g creatinine and from 0.60 µg/g to 4.00 µg/g creatinine, respectively. The most frequently reported health issues pertained to musculoskeletal disorders (MSDs) at 38.70%, central nervous system (CNS) issues at 36.60%, and skin disorders at 31.10%. Multivariable analysis indicated that the presence of MSDs was significantly associated with exposure to Pb and Cd. Poor sleep quality (PSQ) was significantly linked to CNS problems, while body mass index was significantly related to skin disorders. Factors including primary education level or below, smoking, cleaning the house more than 3 times weekly, and PSQ were significantly linked to depression. Anxiety was significantly associated with PSQ.
Conclusions
Environmental exposure to Pb and Cd can have adverse health impacts in the form of MSDs. Depression and anxiety are common conditions among CDAs. Public health officials should monitor HM exposure and mental health within the community.; Summary

Key Message
- Pb and Cd level was not significant difference between e-waste workers and community-dwelling adults. - Pb and Cd can adversely affect symptoms in the MSD and PSQ affects the CNS in e-waste workers. - E-waste workers had a higher chance of having musculoskeletal disorder, central nervous system disorder, and skin disorder problems than community-dwelling adults but a lower chance of having depression and anxiety than community-dwelling adults.

Reviews

Qualitative Research in Healthcare: Necessity and Characteristics: Jeehee Pyo, Won Lee, Eun Young Choi, Seung Gyeong Jang, Minsu Ock; J Prev Med Public Health. 2023;56(1):12-20. Published online January 10, 2023; DOI: https://doi.org/10.3961/jpmph.22.451

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Abstract Summary PDF

Quantitative and qualitative research explore various social phenomena using different methods. However, there has been a tendency to treat quantitative studies using complicated statistical techniques as more scientific and superior, whereas relatively few qualitative studies have been conducted in the medical and healthcare fields. This review aimed to provide a proper understanding of qualitative research. This review examined the characteristics of quantitative and qualitative research to help researchers select the appropriate qualitative research methodology. Qualitative research is applicable in following cases: (1) when an exploratory approach is required on a topic that is not well known, (2) when something cannot be explained fully with quantitative research, (3) when it is necessary to newly present a specific view on a research topic that is difficult to explain with existing views, (4) when it is inappropriate to present the rationale or theoretical proposition for designing hypotheses, as in quantitative research, and (5) when conducting research that requires detailed descriptive writing with literary expressions. Qualitative research is conducted in the following order: (1) selection of a research topic and question, (2) selection of a theoretical framework and methods, (3) literature analysis, (4) selection of the research participants and data collection methods, (5) data analysis and description of findings, and (6) research validation. This review can contribute to the more active use of qualitative research in healthcare, and the findings are expected to instill a proper understanding of qualitative research in researchers who review qualitative research reports and papers.

Summary

Korean summary
이 원고는 질적연구 방법론의 필요성 및 특징과 함께 보건의료 분야에서 질적연구 방법론이 활용된 선행 연구들을 정리하였다. 이는 보건의료 분야의 사회과학적 특성을 더 잘 드러내는 질적연구 방법론의 적용 및 확대에 도움이 될 것이다.

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Qualitative Research in Healthcare: Data Analysis: Dasom Im, Jeehye Pyo, Haneul Lee, Hyeran Jung, Minsu Ock; J Prev Med Public Health. 2023;56(2):100-110. Published online February 15, 2023; DOI: https://doi.org/10.3961/jpmph.22.471

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Abstract Summary PDF

Qualitative research methodology has been applied with increasing frequency in various fields, including in healthcare research, where quantitative research methodology has traditionally dominated, with an empirically driven approach involving statistical analysis. Drawing upon artifacts and verbal data collected from in-depth interviews or participatory observations, qualitative research examines the comprehensive experiences of research participants who have experienced salient yet unappreciated phenomena. In this study, we review 6 representative qualitative research methodologies in terms of their characteristics and analysis methods: consensual qualitative research, phenomenological research, qualitative case study, grounded theory, photovoice, and content analysis. We mainly focus on specific aspects of data analysis and the description of results, while also providing a brief overview of each methodology’s philosophical background. Furthermore, since quantitative researchers have criticized qualitative research methodology for its perceived lack of validity, we examine various validation methods of qualitative research. This review article intends to assist researchers in employing an ideal qualitative research methodology and in reviewing and evaluating qualitative research with proper standards and criteria.

Summary

Korean summary
질적연구 방법론은 보건의료 연구에서 연구 참여자가 경험하는 주요 현상을 잘 포착할 수 있도록 해 준다. 이 논문에서는 합의적 질적연구, 현상학적 연구, 질적 사례 연구, 근거이론, 포토보이스, 내용 분석 등 6가지의 대표적인 질적 연구 방법론에 대한 간략한 철학적 배경과 구체적인 데이터 분석 및 해석 방법을 소개한다.

Citations

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Original Articles

Medication-related Burden and Experience With Medications in Indonesian Older Adults With Chronic Diseases: A Mixed-method Study: Yeni Farida, Anna Wahyuni Widayanti, Tri Murti Andayani, Probosuseno Probosuseno; J Prev Med Public Health. 2025;58(2):188-198. Published online November 20, 2024; DOI: https://doi.org/10.3961/jpmph.24.374

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180 Download

Abstract Summary PDF: Objectives
This study explored the specific medication-related burdens experienced by older adults with chronic disease and the contributing factors.
Methods
An exploratory mixed-method study was conducted at a teaching hospital in Surakarta City, Central Java, Indonesia. Combining the Indonesian version of the Living with Medicine Questionnaire (LMQ) and semi-structured interviews allowed for a comprehensive understanding of the medication-related burden. Differences in LMQ scores related to patient characteristics were analyzed using the t-test, F-test, or other alternatives. Quantitative and qualitative data triangulation was used to derive trustworthy and dependable results.
Results
The overall LMQ mean score was 90.4 (n=129), indicating a moderate burden. The average LMQ scores varied significantly based on the number of medications, treatment duration, and the presence of cardiovascular disease (CVD), diabetes mellitus (DM) and stroke. The qualitative study found 3 themes in the chronic medication use of older adults: experiences, challenges, and motivation. Despite their limited understanding of a medication’s name and indication, some patients managed their medications based on the physical look and packaging of the medication. The study also found that patient motivation and familial support could effectively counteract the fatigue and dissatisfaction associated with taking medication.
Conclusions
Older adults with chronic diseases faced medication-related burdens associated with the presence of CVD, DM, stroke, a treatment duration >5 years, and the use of >10 medications. Effective communication with healthcare professionals is required to understand patients’ needs and concerns, thereby helping manage the challenges of medication-related burdens.; Summary

Key Message
Older adults with chronic diseases experienced an increasing burden in taking medication with multimorbidity, number of medicines and duration of illness. Motivation and familial support is crucial to minimize these burdens.

The Effects of Subjective Socioeconomic Status and Social Capital on Self-rated Health and Perceived Quality of Life: A Cross-sectional Survey-based Study in a Minority Group in Iran: Rashid Ahmadifar, Nader Rajabi-Gilan, Shirzad Rostamizadeh, Nsrolah Nadimi, Parviz Sobhani, Adel Irankhah; J Prev Med Public Health. 2025;58(1):11-20. Published online October 5, 2024; DOI: https://doi.org/10.3961/jpmph.24.210

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Abstract Summary PDF: Objectives
The purpose of this study is to examine the impact of subjective socioeconomic status and social capital on self-rated health and quality of life among a minority group in Iran.
Methods
This cross-sectional study involved 800 individuals from a minority group in Iran. The sampling method was clustering, and data collection was conducted using a questionnaire. Data analysis was performed using SPSS version 18 and Stata version 8.
Results
The results of logistic regression analysis revealed that subjective socioeconomic status (odds ratio [OR], 1.47; 95% confidence interval [CI], 1.34 to 1.61), belonging and empathy (OR, 1.09; 95% CI, 1.03 to 1.15), and trust (OR, 1.06; 95% CI, 1.00 to 1.13) significantly impacted the quality of life. Additionally, the logistic regression analysis for factors influencing self–rated health demonstrated significant effects for the age group of 31-50 years (OR, 0.59; 95% CI, 0.38 to 0.91), gender (OR, 0.65; 95% CI, 0.46 to 0.92), academic education (OR, 2.00; 95% CI, 1.22 to 3.26), subjective socioeconomic status (OR, 1.27; 95% CI, 1.16 to 1.38), chronic disease (OR, 4.52; 95% CI, 2.49 to 8.19), belonging and empathy (OR, 1.06; 95% CI, 1.01 to 1.11), and participation (OR, 1.12; 95% CI, 1.00 to 1.24).
Conclusions
The findings indicate that bonding social capital significantly influences health levels and quality of life. Focusing on delegating local responsibilities to community members and striving to promote participation in health programs, along with increasing the socioeconomic status of minority groups, can effectively improve their health and quality of life.; Summary

Key Message
The overall findings suggest that the dimensions of bonding social capital were more effective in predicting respondents' self-rated health (SRH) and perceived quality of life (QOL). Specifically, the variables of belonging/empathy and trust, were found to increase the likelihood of a positive QOL by 9% and 6%, respectively. The findings also showed that belonging/empathy and participation increase the likelihood of a positive SRH by 6% and 12%, respectively. Additionally, a 1-unit increase in Subjective Socioeconomic Status was associated with a 27% and 47% increase in the likelihood of having a positive SRH and QOL respectively.

Factors Associated With Premarital Screening Intention Among Young Adults With Higher Education in Indonesia: A Cross Sectional Study: Yuli Amran, Tsaniya Nurul Fasya, Hilda Salamah; J Prev Med Public Health. 2025;58(3):307-316. Published online April 21, 2025; DOI: https://doi.org/10.3961/jpmph.24.589

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Abstract Summary PDF Supplementary Material: Objectives
Premarital screening can reduce the risk of genetic disorders and sexually transmitted diseases by providing early detection before conception. College students represent a group of young adults with higher education who are approaching marriageable age. However, many students still lack a strong intention to undergo premarital screening in the future. Therefore, this study examines the factors influencing screening intentions among students at one of Indonesia’s leading universities, the State Islamic University (UIN) Jakarta.
Methods
This study used a cross-sectional design, with a total sample of 563 college students obtained through a multistage random sampling technique. Descriptive statistics were used to summarize the data, and ordinal logistic regression was applied for hypothesis testing.
Results
Among the 563 students, 97.0% indicated an intention to undergo premarital screening. The intention variable was classified into three levels: no/low (13.0%), moderate (43.5%), and high (43.5%). Ordinal logistic regression revealed that lower knowledge about premarital screening was significantly associated with a reduced intention to undergo screening (odds ratio [OR], 2.84; 95% confidence interval [CI], 1.58 to 5.10). In addition, negative attitudes toward premarital screening (OR, 2.85; 95% CI, 1.41 to 5.75), negative perceived behavioral control (OR, 1.63; 95% CI, 1.12 to 2.37), and being enrolled in a non-health-related field of study (OR, 1.96; 95% CI, 1.04 to 3.68) were significantly linked to lower screening intentions.
Conclusions
Comprehensive premarital health education is essential for young adults, even those with a high level of formal education. Such education not only improves knowledge but also promotes more positive perceptions and attitudes toward premarital screening.; Summary

Key Message
This study explored the key factors influencing college students’ intentions to undergo premarital screening. Although 97% expressed willingness, only 43.5% reported a high level of intention, which was significantly associated with limited knowledge, negative attitudes, reduced perceived behavioral control, and enrollment in non-health-related fields. These findings highlight the need for comprehensive premarital health education that enhances knowledge and fosters more favorable attitudes and perceptions, even among highly educated populations.

Perspective

Almost 80 Years After Hiroshima and Nagasaki: Are World Governments and Healthcare Systems Ready for a Nuclear War?: Céleo Ramírez, Reyna M. Durón; J Prev Med Public Health. 2025;58(2):227-229. Published online December 17, 2024; DOI: https://doi.org/10.3961/jpmph.24.577

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Abstract Summary PDF: Since the detonation of the first atomic bomb during World War II, geopolitical issues and armed conflicts have reminded us of the threat posed by nuclear weapons in the short, medium, and long term. The potential consequences include millions of deaths and severe injuries from blast, heat, and acute ionizing radiation. Whatever the country, in the post-acute stage of a nuclear attack, the first challenge for health and rescue personnel will be gaining access to affected populations amidst destroyed infrastructure, hazardous radioactivity, and limited health facilities and medical supplies. Subsequently, the focus will shift to providing timely and appropriate treatment for survivors, addressing environmental damage, and combating malnutrition. Beyond the immediate human toll, the destruction of city infrastructure and the loss of centuries of cultural heritage are also at stake. Governments and health systems must prepare for these scenarios, although any medical or mitigation response may prove inadequate to halt the devastating impact of a failed disarmament or nuclear non-proliferation treaty. Scientists should raise awareness about the dire consequences of nuclear warfare and the realities of a post-nuclear era.; Summary

Key Message
A nuclear war would pose severe immediate and long-term consequences, including mass casualties, radiation exposure, and the collapse of infrastructure. In the aftermath, health systems will face immense challenges in providing care and addressing environmental damage. Governments and scientists must raise awareness about the catastrophic impact of nuclear warfare and the urgent need for effective disarmament, non-proliferation treaties, and peace efforts.

Original Articles

Association Between Basic Immunization Status and Stunting in Toddlers Aged 12-59 Months in Indonesia: Eka Desi Purwanti, Siti Masitoh, Sudarto Ronoatmodjo; J Prev Med Public Health. 2025;58(3):298-306. Published online January 30, 2025; DOI: https://doi.org/10.3961/jpmph.24.230

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Abstract Summary PDF: Objectives
Immunization has been identified as a specific nutrition-related intervention to address the direct causes of stunting. This study examines the association between basic immunization status and stunting among toddlers in Indonesia.
Methods
We conducted a cross-sectional analysis using data from the 2021 Study of Indonesia’s Nutritional Status. A total of 70 267 toddlers, aged 12 months to 59 months, were examined. Cox regression was employed to calculate adjusted prevalence ratios (aPRs) with their 95% confidence intervals (CIs).
Results
The prevalence of stunting among children aged 12 months to 59 months in Indonesia was 23.1%, while 74.9% of children under 5 years old had complete basic immunization status. Multivariable analysis revealed a statistically significant association between basic immunization status and the incidence of stunting. Relative to toddlers with complete basic immunization, those with incomplete (partial) immunization were at a 1.18 times higher risk of stunting (aPR, 1.18; 95% CI, 1.15 to 1.22). Furthermore, toddlers who had not been immunized at all faced an even greater stunting risk (aPR, 1.27; 95% CI, 1.17 to 1.37). This association persisted after adjusting for variables such as maternal education, economic status, and the child’s birth weight.
Conclusions
Basic immunization status influences the incidence of stunting in toddlers aged 12 months to 59 months. Thus, parents must ensure that their children’s immunizations are completed according to the recommended schedule. Additionally, it is crucial to increase parental awareness regarding health service utilization, disease prevention, and the nutritional needs of toddlers.; Summary

Key Message
Stunting remains a major public health concern in Indonesia. Immunization is recognized as a specific nutrition-related intervention to address its direct causes. Using data from 70,267 toddlers aged 12–59 months, this study found that children with partial or no basic immunization had significantly higher risks of stunting (aPR 1.18 and 1.27, respectively) compared to fully immunized peers. Given the high stunting prevalence (23.1%) and suboptimal immunization coverage (74.9%), the findings underscore the need to strengthen immunization programs and enhance parental awareness of health service utilization, disease prevention, and the nutritional needs of young children.

Predictors of Quality of Life Among Older Residents in Rural and Urban Areas in Indonesia: An Approach Using the International Classification of Functioning, Disability, and Health: Dwi Rosella Komalasari, Chutima Jalayondeja, Wattana Jalayondeja, Yusuf Alam Romadon; J Prev Med Public Health. 2025;58(2):199-207. Published online November 29, 2024; DOI: https://doi.org/10.3961/jpmph.24.423

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Abstract Summary PDF: Objectives
The International Classification of Functioning, Disability, and Health (ICF) model provides a comprehensive framework for understanding health and quality of life (QoL) in older adults in both rural and urban settings, each presenting unique advantages and challenges. This study aimed to explore the relationship between factors based on the ICF model and QoL among older residents of these areas.
Methods
A cross-sectional study was conducted, involving 286 older adults aged 60 years or older from rural and urban areas of Surakarta, Central Java, Indonesia. The WHOQoL-BREF was utilized to assess QoL. The co-factors included personal factors, impairments, and activity limitations.
Results
Multiple linear regression analysis indicated that cardiovascular endurance was the strongest significant factor associated with QoL in rural areas (B=0.027, standard error [SE]=0.013, p=0.050). In urban areas, gender emerged as the most significant factor influencing QoL (B=-13.447, SE=2.360, p<0.001), followed by hemoglobin level (B=-1.842, SE=0.744, p=0.015), age (B=-0.822, SE=0.217, p<0.001), and cognitive function (B=0.396, SE=0.162, p=0.016).
Conclusions
Efforts to improve QoL for older adults in rural areas should focus on enhance physical performance through exercise. In urban areas, the maintenance of QoL is influenced by personal factors. It is crucial to address physical performance through exercise to enhance QoL in rural settings. Meanwhile, focusing on mental health, financial security, and social connections is recommended to improve QoL for older adults in urban areas.; Summary

Key Message
The ICF model offers a comprehensive framework to assess health and QoL in older adults living in rural and urban areas. Both areas highlight the distinct advantages and challenges unique. Cardiovascular endurance is a vital factor in determining the QoL for older adults in rural areas, while hemoglobin levels, age, and cognition shape the well-being of those in urban environments.

Editorial

Our Valuable Contributors: Reviewers of 2024: Sue K. Park; J Prev Med Public Health. 2025;58(2):113-113. Published online March 28, 2025; DOI: https://doi.org/10.3961/jpmph.25.241

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Original Article

Institutional Delivery in the Philippines: Does a Minimum of 8 Antenatal Care Visits Matter?: Felly Philipus Senewe, Agung Dwi Laksono, Roy Glenn Albert Massie, Leny Latifah, Syarifah Nuraini, Rozana Ika Agustiya, Jane Kartika Propiana, Wahyu Pudji Nugraheni; J Prev Med Public Health. 2025;58(1):44-51. Published online October 22, 2024; DOI: https://doi.org/10.3961/jpmph.24.245

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Abstract Summary PDF: Objectives
This cross-sectional study investigated the association between the utilization of 8 antenatal care (ANC) visits and delivery in a healthcare institution in the Philippines, using data from the 2022 National Demographic and Health Survey.
Methods
A sample of women who had given birth within the past 3 years was selected for analysis (n=4452). The association between ANC utilization and institutional delivery was assessed using logistic regression models, covariates by relevant socio-demographic factors, and childbirth history.
Results
We found that 97.2% of respondents who completed ANC opted for institutional delivery. A higher proportion of rural residents did not undergo institutional delivery than urban residents (12.9 vs. 6.9%). The group aged 20-24 years had the highest coverage (92.8%), and the group aged 40-44 years had the lowest. Higher education levels, employment, and greater wealth were associated with higher institutional delivery rates. Divorced or widowed mothers (85.1%) and grand multiparous mothers had lower rates than other groups. Multivariable logistic regression analysis showed a significant positive association between ANC utilization and institutional deliveries after adjusting for covariates (adjusted odds ratio, 2.486; 95% confidence interval, 2.485 to 2.487; p<0.001).
Conclusions
ANC visits were associated with deliveries in institutions in the Philippines. Policymakers should promote ANC by ensuring 8 World Health Organization-recommended visits, strengthening programs, conducting community outreach, addressing access barriers, and integrating maternal health services to increase institutional births and improve maternal and infant health.; Summary

Key Message
This study examines the determinants of institutional delivery in the Philippines, with a focus on compliance with the WHO-recommended eight antenatal care (ANC) visits. Analysis of data from the 2022 National Demographic and Health Survey reveals a strong positive correlation between completing the recommended ANC visits and choosing institutional delivery, alongside significant influences from maternal age, education, marital status, employment, socioeconomic status, and parity. Findings underscore the importance of expanding ANC access and targeted interventions, particularly in underserved areas, to increase institutional delivery rates and improve maternal and neonatal health outcomes.

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