{"title":"Association Between Non-adherence to Diabetes Management and Poor Sleep Quality Based on the Korean Community Health Survey.","authors":"Horim A Hwang, Hyunsuk Jeong, Hyeon Woo Yim","doi":"10.3961/jpmph.24.486","DOIUrl":"10.3961/jpmph.24.486","url":null,"abstract":"<p><strong>Objectives: </strong>Adhering to management guidelines, including routine follow-up and education, is crucial for the effective management of chronic diseases such as diabetes. Uncontrolled diabetes is linked to poor sleep quality. We used nationally representative data from community-dwelling Koreans to investigate potential associations between non-adherence to diabetes management and poor sleep quality.</p><p><strong>Methods: </strong>Of the 228 340 participants in the 2018 Korea Community Health Survey, we analyzed data from 68 246 participants aged 65 years and older. Based on their diabetes status and adherence to diabetes-related tests (glycated hemoglobin, fundus examination, and urine microalbuminuria) and management education, study participants were divided into 3 groups: no diabetes, adherence, and non-adherence. Outcome variables included poor overall sleep quality and sleep disturbances, as measured by the Pittsburgh Sleep Quality Index.</p><p><strong>Results: </strong>The study included 934 participants in the adherence group (2.0%) and 13 420 in the non-adherence group (20.2%). Participants displaying non-adherence were significantly more likely to report poor overall sleep quality (adjusted odds ratio [aOR], 1.09; 95% confidence interval [CI], 1.04 to 1.13) and to experience sleep fragmentation, nocturia, pain during sleep, and difficulty falling asleep compared to participants without diabetes. Even in the earlier stage of diabetes, non-adherent participants were more likely to report poor sleep quality (aOR, 1.06; 95% CI, 1.00 to 1.18).</p><p><strong>Conclusions: </strong>Patients with diabetes who do not follow management guidelines are more likely to experience poor sleep quality than those without diabetes. Emphasizing diabetes management and increasing awareness of management strategies may improve sleep quality among patients with this disease.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"260-268"},"PeriodicalIF":2.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149848/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143122922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Vulnerability Assessment and Enhanced Community-based Care and Management of Patients With Tuberculosis in Korea: A Crossover Design.","authors":"Jeongmi Seo, Dawoon Jeong, In-Hyuk Lee, Jiyeon Han, Yunhyung Kwon, Eunhye Shim, Hongjo Choi","doi":"10.3961/jpmph.24.597","DOIUrl":"10.3961/jpmph.24.597","url":null,"abstract":"<p><strong>Objectives: </strong>People-centered care and social protection are critical for improving tuberculosis (TB) treatment outcomes. This study aimed to evaluate whether a vulnerability assessment tool, developed for an enhanced community-based care and management (ECCM) program in 2 Korean cities, could predict and improve final TB treatment outcomes based on patients' vulnerability levels.</p><p><strong>Methods: </strong>Treatment outcomes in the ECCM group were compared with those in a control group, stratified by vulnerability level. During stage 1, one city served as the intervention region and the other as the control, with a crossover in stage 2. The vulnerability assessment included all notified patients with TB, and those identified as highly vulnerable in the intervention group received social support following a consultation with a case manager.</p><p><strong>Results: </strong>The vulnerability assessment tool demonstrated moderate predictive ability for unfavorable outcomes, with an area under the curve of 0.70 (95% confidence interval, 0.63 to 0.77). The patients with high vulnerability who received ECCM treatment demonstrated a 19.8-percentage point (%p) higher treatment success rate than the high vulnerability subcategory of the control group. ECCM also appeared to reduce loss to follow-up and TB-related mortality by 8.4%p and 7.3%p, respectively, although these findings should be interpreted with caution.</p><p><strong>Conclusions: </strong>The results suggest that providing social support tailored to patient vulnerability at the time of diagnosis could improve TB treatment outcomes.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"317-325"},"PeriodicalIF":2.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149844/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144010235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Etiome Study Using Molecular Epigenetic Markers and Lung Organoid in Korean School Meal Service Workers (Etiome Study in S-meal Workers): Study Protocol.","authors":"Sungji Moon, Soseul Sung, Sue K Park","doi":"10.3961/jpmph.25.020","DOIUrl":"10.3961/jpmph.25.020","url":null,"abstract":"<p><p>School meal service workers may face an increased risk of lung cancer due to the nature of their work. This study aims to assess environmental exposure levels during occupational cooking among these workers in Seoul, Korea, and to examine the associations with carcinogen-associated biomarkers. Additionally, the study seeks to verify lung carcinogenesis through experiments using lung organoids treated with carcinogens, such as polycyclic aromatic hydrocarbons (PAHs) and particulate matter. Here, we introduce the study protocol and outline our research strategies. This etiome study employs molecular epidemiological approaches involving at least 200 school meal service workers from 25-30 school cafeterias in Seoul, as well as in vitro lung organoid experiments. The study includes a questionnaire survey to analyze workers' occupational environments, focusing on exposure to hazardous substances such as cooking oil fumes and assessing the use of personal protective equipment (e.g., masks) and the presence of ventilation systems. We measure molecular epigenomic biomarkers, including PAH adducts and metabolites along with methylation markers, in the exposure and control groups. Additionally, lung organoid experiments are performed to investigate the potential for lung cancer development due to respiratory carcinogen exposure in cooks. This study is expected to contribute to health risk assessments and the establishment of preventive strategies for meal service workers.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"231-240"},"PeriodicalIF":2.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149841/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144004702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chaelyn Lim, Hyun-Jin Son, Byung-Gwon Kim, Byeng-Chul Yu, Jiwon Kim, Young-Seoub Hong
{"title":"Associations Between Multiple Falls and Mental Health Indices in Korean Older Adults: A Cross-sectional Study.","authors":"Chaelyn Lim, Hyun-Jin Son, Byung-Gwon Kim, Byeng-Chul Yu, Jiwon Kim, Young-Seoub Hong","doi":"10.3961/jpmph.24.482","DOIUrl":"10.3961/jpmph.24.482","url":null,"abstract":"<p><strong>Objectives: </strong>This study was performed to investigate the prevalence of falls, mental health issues, and health behaviors among older adults, as well as to analyze the association between multiple falls and mental health status in this population.</p><p><strong>Methods: </strong>We utilized data from the 2017, 2019, and 2021 Korean Community Health Survey, a nationwide survey organized by region and conducted by the Korea Disease Control and Prevention Agency. Participants were categorized into no-fall, single-fall, and multiple fall groups based on responses to an index question regarding fall experiences and the number of such incidents reported in the survey. The chi-square test was applied to understand the characteristics of the elderly population in the community. Subsequently, multinomial logistic regression analysis was conducted to clarify the association between falls and mental health.</p><p><strong>Results: </strong>Integrated data analysis revealed that 11.3% of participants experienced a single fall, while 5.7% reported multiple falls. Participants from low-education and low-income backgrounds exhibited relatively high rates of falls. Additionally, non-drinkers and non-smokers reported falls more frequently than their counterparts who consumed alcohol and smoked. Multinomial logistic regression revealed significant associations between multiple falls and mental health factors. In particular, the severity of depression was directly proportional to the likelihood of experiencing multiple falls, with an odds ratio of 2.95 (95% confidence interval, 2.49 to 3.50).</p><p><strong>Conclusions: </strong>We identified associations between various mental health-related factors-including sleep duration, subjective stress, the presence of depression, and Patient Health Questionnaire-9 score-and the occurrence of multiple falls.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"269-277"},"PeriodicalIF":2.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149851/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143122930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Association Between Basic Immunization Status and Stunting in Toddlers Aged 12-59 Months in Indonesia.","authors":"Eka Desi Purwanti, Siti Masitoh, Sudarto Ronoatmodjo","doi":"10.3961/jpmph.24.230","DOIUrl":"10.3961/jpmph.24.230","url":null,"abstract":"<p><strong>Objectives: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"298-306"},"PeriodicalIF":2.8,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149842/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143122829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jenna Pellizzari, Farnaz Hesam Shariati, Andrew T Kaczynski
{"title":"The Relationship Between Park Access and Quality and Various Health Metrics in a Metropolitan Area in South Carolina Using the CDC PLACES Dataset.","authors":"Jenna Pellizzari, Farnaz Hesam Shariati, Andrew T Kaczynski","doi":"10.3961/jpmph.24.325","DOIUrl":"10.3961/jpmph.24.325","url":null,"abstract":"<p><strong>Objectives: </strong>Limited access to high-quality green spaces could contribute to growing rates of chronic diseases and unhealthy behaviors. Public parks provide numerous benefits for population well-being. However, past research has shown mixed results regarding the association between proximal parks and residents' physical and mental health. This study examined the relationship between diverse elements of park access and quality and multiple health outcomes.</p><p><strong>Methods: </strong>Seventy-three unique parks within 70 census tracts in 4 cities in South Carolina were analyzed. Data about 7 aspects of park quality (transportation access, facility availability, facility quality, amenity availability, park aesthetics, park quality concerns, neighborhood quality concerns) were collected via on-site observations using the Community Park Audit Tool. Health data for each tract (obesity, no leisure time physical activity, high blood pressure, coronary heart disease, high cholesterol, diabetes, depression, poor mental health) were collected from the CDC PLACES dataset. Linear regression analyses examined the association between 10 park access and quality metrics and 8 health metrics, controlling for socio-demographic characteristics.</p><p><strong>Results: </strong>All associations were in the unexpected direction except 1 relationship involving mental health. Specifically, positive associations were found between the number of parks and obesity, the number of parks and no leisure time physical activity, transportation access and obesity, and transportation access and high blood pressure. As concerns about neighborhood quality increased, poor mental health status worsened.</p><p><strong>Conclusions: </strong>This study provides valuable information for public health professionals and researchers. Further research is needed to expand on and elucidate these findings.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"208-217"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986597/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143122733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
JiaRong Yap, Wendy Wenming Zhai, Cindy Seunghee Pak, Sharon Brownie
{"title":"The Impact of Student-led Community Health Screenings on Clients' Health Knowledge and Outcomes: A Qualitative Study in New Zealand.","authors":"JiaRong Yap, Wendy Wenming Zhai, Cindy Seunghee Pak, Sharon Brownie","doi":"10.3961/jpmph.24.366","DOIUrl":"10.3961/jpmph.24.366","url":null,"abstract":"<p><strong>Objectives: </strong>This study investigated the impact of community health screenings (CHS) on the Asian community, focussing on the role of a student-led health and wellness centre in promoting and improving health outcomes. The CHS is a collaboration between Te Kotahi Oranga | Health and Wellness Centre and The Asian Network Incorporated, offering free health screenings to Asian migrants in the Waikato region, New Zealand.</p><p><strong>Methods: </strong>Employing a qualitative approach, we interviewed clients who participated in the CHS to determine their perceptions regarding the effectiveness of the programme, its influence on their health knowledge and actions, and their overall satisfaction with the service. The Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist was used to report the study.</p><p><strong>Results: </strong>Data analysis utilising reflexive thematic analysis yielded 5 themes: satisfaction and appreciation for the free health screening; strengthened commitment to better personal health; barriers and challenges in accessing public healthcare services; improved knowledge and awareness of health risks; and provision of more health screening tests and health seminars. The findings highlight the significance of culturally tailored health initiatives in addressing healthcare disparities, emphasising the need for innovative strategies to ensure continuity of care and support for underserved populations.</p><p><strong>Conclusions: </strong>This research contributes to the understanding of how student-led health interventions can enhance public health efforts and improve health outcomes in Asian and migrant communities.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"167-176"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986595/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142784690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dwi Rosella Komalasari, Chutima Jalayondeja, Wattana Jalayondeja, Yusuf Alam Romadon
{"title":"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.","authors":"Dwi Rosella Komalasari, Chutima Jalayondeja, Wattana Jalayondeja, Yusuf Alam Romadon","doi":"10.3961/jpmph.24.423","DOIUrl":"10.3961/jpmph.24.423","url":null,"abstract":"<p><strong>Objectives: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"199-207"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986578/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142786076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yeni Farida, Anna Wahyuni Widayanti, Tri Murti Andayani, Probosuseno Probosuseno
{"title":"Medication-related Burden and Experience With Medications in Indonesian Older Adults With Chronic Diseases: A Mixed-method Study.","authors":"Yeni Farida, Anna Wahyuni Widayanti, Tri Murti Andayani, Probosuseno Probosuseno","doi":"10.3961/jpmph.24.374","DOIUrl":"10.3961/jpmph.24.374","url":null,"abstract":"<p><strong>Objectives: </strong>This study explored the specific medication-related burdens experienced by older adults with chronic disease and the contributing factors.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"188-198"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986575/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142786063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Health Effects of Heavy Metal Exposure Among E-waste Workers and Community-dwelling Adults in Thailand: A Cross-sectional Study.","authors":"Chonyitree Sangwijit, Parichat Ong-Artborirak, Warangkana Naksen, Kraiwuth Kallawicha, Pallop Siewchaisakul","doi":"10.3961/jpmph.24.415","DOIUrl":"10.3961/jpmph.24.415","url":null,"abstract":"<p><strong>Objectives: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":16893,"journal":{"name":"Journal of Preventive Medicine and Public Health","volume":" ","pages":"156-166"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11986577/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142786045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}