Pub Date : 2025-05-01Epub Date: 2025-03-21DOI: 10.1177/10105395251328421
Mastura Azalee, Sajaratulnisah Othman, Choo Wan Yuen, Norbani Che Ha, Norhasmah Mohd Zain
Intimate partner violence (IPV) can affect individuals across various professions, including health care workers (HCWs). Therefore, this qualitative study aimed to explore the coping strategies of HCWs experiencing IPV in Malaysia, providing insights to inform workplace support mechanisms. In-depth interviews were conducted among six HCWs in a tertiary hospital who were also the survivors of IPV. The findings revealed that the survivors employed diverse coping strategies, including seeking help, inclining toward spirituality, avoiding abusive situations, engaging in self-harm, and staying or leaving abusive relationships. Survivors primarily relied on coworkers for support and only sought formal support assistance when situations became critical. While some supportive workplace responses were reported, some hesitated to seek help due to misconceptions about IPV, concerns about privacy, and fear of workplace gossip. To address these barriers, workplaces should make efforts to raise IPV awareness among employees and implement dedicated support policies tailored to the IPV survivors' coping needs.
{"title":"Wounded Healers: Exploring Coping With Intimate Partner Violence Among Health Care Workers in Malaysia.","authors":"Mastura Azalee, Sajaratulnisah Othman, Choo Wan Yuen, Norbani Che Ha, Norhasmah Mohd Zain","doi":"10.1177/10105395251328421","DOIUrl":"10.1177/10105395251328421","url":null,"abstract":"<p><p>Intimate partner violence (IPV) can affect individuals across various professions, including health care workers (HCWs). Therefore, this qualitative study aimed to explore the coping strategies of HCWs experiencing IPV in Malaysia, providing insights to inform workplace support mechanisms. In-depth interviews were conducted among six HCWs in a tertiary hospital who were also the survivors of IPV. The findings revealed that the survivors employed diverse coping strategies, including seeking help, inclining toward spirituality, avoiding abusive situations, engaging in self-harm, and staying or leaving abusive relationships. Survivors primarily relied on coworkers for support and only sought formal support assistance when situations became critical. While some supportive workplace responses were reported, some hesitated to seek help due to misconceptions about IPV, concerns about privacy, and fear of workplace gossip. To address these barriers, workplaces should make efforts to raise IPV awareness among employees and implement dedicated support policies tailored to the IPV survivors' coping needs.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"379-385"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143674961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sexual and reproductive health education in early childhood is still not delivered comprehensively. A pre-experimental study aimed to test the effectiveness of an activity and sound book, "Finally, I Know!" in early childhood knowledge before and after two months of intervention. The study involved 63 purposively sample students aged four to six years from UM Laboratory Kindergarten. The book material contains eight key points adapted from UNESCO International Technical Guidance on Sexuality Education. Generalized linear model was used to analyze pre-test, post-test 1, and post-test 2. There was a significant increase in student's knowledge in pre-test and post-test 1 intervention (0.020; P < .05), however, no knowledge increase from pre-test and post-test 2 intervention (0.740; P > .05). The "Finally I Know!"may have the potential as comprehensive sexuality education media. It is suggested the book should be used regularly over a period of less than two months to ensure that children's knowledge continues to improve.
{"title":"The Effect of Activity and Sound Book as Comprehensive Sexuality Education Media in Early Childhood Knowledge: A Pilot Study.","authors":"Paramytha Magdalena Sukarno Putri, Wen Ting Tong, Nadyalis Ta'mara Masajida, Chabibah Ilmiyah, Suci Puspita Ratih, Mutiara Titian Istiqomah, Wan Yuen Choo, Noran N Hairi, Nik Daliana Nik Farid, Windi Chusniah Rachmawati, Wah Yun Low","doi":"10.1177/10105395251338688","DOIUrl":"10.1177/10105395251338688","url":null,"abstract":"<p><p>Sexual and reproductive health education in early childhood is still not delivered comprehensively. A pre-experimental study aimed to test the effectiveness of an activity and sound book, \"Finally, I Know!\" in early childhood knowledge before and after two months of intervention. The study involved 63 purposively sample students aged four to six years from UM Laboratory Kindergarten. The book material contains eight key points adapted from UNESCO International Technical Guidance on Sexuality Education. Generalized linear model was used to analyze pre-test, post-test 1, and post-test 2. There was a significant increase in student's knowledge in pre-test and post-test 1 intervention (0.020; <i>P</i> < .05), however, no knowledge increase from pre-test and post-test 2 intervention (0.740; <i>P</i> > .05). The \"Finally I Know!\"may have the potential as comprehensive sexuality education media. It is suggested the book should be used regularly over a period of less than two months to ensure that children's knowledge continues to improve.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"411-417"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144023349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-05-19DOI: 10.1177/10105395251343405
Xinfa Zhou, Di Li, Lu Chen, Shile Kuang, Guochun Xiang, Zhe Cheng
{"title":"URRMI Financing: Transitioning from Fixed to Rate-Based System.","authors":"Xinfa Zhou, Di Li, Lu Chen, Shile Kuang, Guochun Xiang, Zhe Cheng","doi":"10.1177/10105395251343405","DOIUrl":"10.1177/10105395251343405","url":null,"abstract":"","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"437-438"},"PeriodicalIF":1.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144095836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-05-14DOI: 10.1177/10105395251340920
Eun-Seo Jung, Hae-Young Kim
This study investigated the association between periodontal disease and systemic health indicators in Korean adults, based on the hypothesis that shared inflammatory pathways may underlie the link between oral and systemic health. Although numerous studies have investigated the association between periodontal disease and systemic health, few have utilized nationally representative data from Korean adults. This study used data from the Korea National Health and Nutrition Examination Survey, including 1324 participants aged ≥40 years. Systemic health indicators were obtained through physical measurements and biochemical tests. Periodontal disease was evaluated using the Community Periodontal Index, and associations were examined using logistic regression analysis. The weighted prevalence of periodontal disease was 48.3% in men and 38.1% in women. Among men, fasting blood glucose (OR = 1.20) and glycated hemoglobin (OR = 1.32) were significantly associated with periodontal disease. In women, fasting blood glucose (OR = 1.15) and glycated hemoglobin (OR = 1.21) also showed significant associations. Glucose-related indicators demonstrated the most consistent associations across sexes. These findings highlight the association between glycemic control and periodontal disease, and suggest that sex-specific patterns may exist, which could be explored in future research.
本研究调查了韩国成年人牙周病和全身健康指标之间的关系,基于共同的炎症途径可能是口腔和全身健康之间联系的基础。虽然有许多研究调查了牙周病与全身健康之间的关系,但很少有研究利用韩国成年人的全国代表性数据。本研究使用的数据来自韩国国家健康与营养检查调查,包括1324名年龄≥40岁的参与者。通过物理测量和生化测试获得全身健康指标。使用社区牙周指数评估牙周病,并使用逻辑回归分析检查相关性。牙周病的加权患病率男性为48.3%,女性为38.1%。在男性中,空腹血糖(OR = 1.20;95% CI = 1.101-1.444)和糖化血红蛋白(OR = 1.32;95% CI = 1.150 ~ 1.514)与牙周病显著相关。女性空腹血糖(OR = 1.15;95% CI = 1.064-1.199)和糖化血红蛋白(OR = 1.21;95% CI = 1.055 ~ 1.312)也有显著相关性。与葡萄糖相关的指标在两性之间表现出最一致的关联。这些发现强调了血糖控制与牙周病之间的联系,并表明可能存在性别特异性模式,这可以在未来的研究中探索。
{"title":"Association Between Systemic Health Indicators and Periodontal Disease in Korean Adults: A Nationwide Cross-Sectional Study.","authors":"Eun-Seo Jung, Hae-Young Kim","doi":"10.1177/10105395251340920","DOIUrl":"10.1177/10105395251340920","url":null,"abstract":"<p><p>This study investigated the association between periodontal disease and systemic health indicators in Korean adults, based on the hypothesis that shared inflammatory pathways may underlie the link between oral and systemic health. Although numerous studies have investigated the association between periodontal disease and systemic health, few have utilized nationally representative data from Korean adults. This study used data from the Korea National Health and Nutrition Examination Survey, including 1324 participants aged ≥40 years. Systemic health indicators were obtained through physical measurements and biochemical tests. Periodontal disease was evaluated using the Community Periodontal Index, and associations were examined using logistic regression analysis. The weighted prevalence of periodontal disease was 48.3% in men and 38.1% in women. Among men, fasting blood glucose (OR = 1.20) and glycated hemoglobin (OR = 1.32) were significantly associated with periodontal disease. In women, fasting blood glucose (OR = 1.15) and glycated hemoglobin (OR = 1.21) also showed significant associations. Glucose-related indicators demonstrated the most consistent associations across sexes. These findings highlight the association between glycemic control and periodontal disease, and suggest that sex-specific patterns may exist, which could be explored in future research.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"429-436"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144063371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-02-10DOI: 10.1177/10105395241313154
Vinay Menon, Miika Coppard, Samuel McEwen, Lorena Romero, Elissa Kennedy, Peter Azzopardi
Child and adolescent mental health in low- and middle-income countries (LMICs) is a growing focus of global health policy, yet the evidence for effective intervention remains unclear. We undertook a scoping review of LMICs in the East Asia and Pacific region. We searched four databases between 2010 and 2021 for evaluated interventions targeting child and adolescent mental health. We mapped intervention studies by location, evaluation method, and target of intervention: mental health promotion, prevention, or response. We included 69 unique studies from 12 countries: 32 RCTs, 31 before-after studies, and 6 post-intervention evaluations. There were several promising intervention studies, although these had methodological limitations. Three studies addressed mental health promotion, 46 addressed prevention, and 23 addressed response. There was a disproportionate focus on "individual capacity" prevention and "clinical management" response. There were few studies in mental health promotion (through communities, policies, or legislation), prevention beyond the individual (via parents, peers, or schools), or in longer-term response. Most (62) of these interventions were undertaken in China and four South-East Asian nations. There were few studies in smaller, less wealthy nations, and only three in Pacific nations. Effective progress in global child and adolescent mental health will require greater attention and investment in these programmatic gaps and geographic areas.
{"title":"Evaluated Interventions Targeting the Mental Health and Psychosocial Wellbeing of Children and Adolescents: A Scoping Review Focused on Low- and Middle-Income Countries in East Asia and the Pacific.","authors":"Vinay Menon, Miika Coppard, Samuel McEwen, Lorena Romero, Elissa Kennedy, Peter Azzopardi","doi":"10.1177/10105395241313154","DOIUrl":"10.1177/10105395241313154","url":null,"abstract":"<p><p>Child and adolescent mental health in low- and middle-income countries (LMICs) is a growing focus of global health policy, yet the evidence for effective intervention remains unclear. We undertook a scoping review of LMICs in the East Asia and Pacific region. We searched four databases between 2010 and 2021 for evaluated interventions targeting child and adolescent mental health. We mapped intervention studies by location, evaluation method, and target of intervention: mental health <i>promotion, prevention</i>, or <i>response</i>. We included 69 unique studies from 12 countries: 32 RCTs, 31 before-after studies, and 6 post-intervention evaluations. There were several promising intervention studies, although these had methodological limitations. Three studies addressed mental health <i>promotion</i>, 46 addressed <i>prevention</i>, and 23 addressed <i>response.</i> There was a disproportionate focus on \"individual capacity\" <i>prevention</i> and \"clinical management\" <i>response</i>. There were few studies in mental health <i>promotion</i> (through communities, policies, or legislation), <i>prevention</i> beyond the individual (via parents, peers, or schools), or in longer-term <i>response</i>. Most (62) of these interventions were undertaken in China and four South-East Asian nations. There were few studies in smaller, less wealthy nations, and only three in Pacific nations. Effective progress in global child and adolescent mental health will require greater attention and investment in these programmatic gaps and geographic areas.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"332-346"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143383300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-05-09DOI: 10.1177/10105395251340119
Wah Yun Low, Yang Zhao, Vithilingam Geetha, Suzanna A Bono
This article looked into the memorial lecture delivered by Professor Dr Wah Yun Low in memory of the late Professor Walter K. Patrick, focusing on building resilience within families and communities in the aftermath of COVID-19. This article examined resilience across sociocultural contexts, using case studies to highlight adaptation, psychological flexibility, and coping strategies post-adversity among families and communities. It explored resilience's theoretical and real-world aspects, emphasizing interdisciplinary perspectives, practical applications, sociocultural contexts, and policy implications. This article emphasized themes of unity, strength in adversity, and intergenerational resilience. It highlighted the importance of interventions in three key areas-well-being, mental health, and social capital across different life stages, from childhood to adulthood. Resilience-building requires integrating individual, family, and community strategies, fostering collaboration across sectors, and focusing on long-term sustainability. Investing in resilience strengthens immediate crisis responses and lays a foundation for thriving, adaptable communities in future challenges.
{"title":"Walter Patrick Memorial Lecture: Building Resilience in Families and Communities in Times of Crisis.","authors":"Wah Yun Low, Yang Zhao, Vithilingam Geetha, Suzanna A Bono","doi":"10.1177/10105395251340119","DOIUrl":"10.1177/10105395251340119","url":null,"abstract":"<p><p>This article looked into the memorial lecture delivered by Professor Dr Wah Yun Low in memory of the late Professor Walter K. Patrick, focusing on building resilience within families and communities in the aftermath of COVID-19. This article examined resilience across sociocultural contexts, using case studies to highlight adaptation, psychological flexibility, and coping strategies post-adversity among families and communities. It explored resilience's theoretical and real-world aspects, emphasizing interdisciplinary perspectives, practical applications, sociocultural contexts, and policy implications. This article emphasized themes of unity, strength in adversity, and intergenerational resilience. It highlighted the importance of interventions in three key areas-well-being, mental health, and social capital across different life stages, from childhood to adulthood. Resilience-building requires integrating individual, family, and community strategies, fostering collaboration across sectors, and focusing on long-term sustainability. Investing in resilience strengthens immediate crisis responses and lays a foundation for thriving, adaptable communities in future challenges.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"361-365"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144065307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Previous studies speculated that physical activity (PA) at high altitude represents greater actual exercise than when performed at lower altitude. Efforts are needed to validate or reject such speculation. This study explored the relationships between PA changes and weight/body mass index changes in low and high altitudes. According to a previous study and the altitude distribution of our participants, we classified the participants into low altitude (<2500 m) and high altitude (≥2500 m). The relationships between changes in PA and weight/body mass index were assessed through multivariable linear regression. Furthermore, the stratified analyses were conducted to detect whether there was heterogeneity in relationships between PA changes and weight/body mass index changes across low altitude and high altitude. A total of 10 000 individuals were included (9122 in low altitude, 878 in high altitude). PA increases, per MET-h/d, were inversely associated with weight changes in low altitude with a mean change of -0.009 kg (95% CI [-0.015, -0.002] kg), and in high altitude with a mean change of -0.032 kg (95% CI [-0.056, -0.009] kg). The inverse relationship between changes in PA and weight was significantly modified by altitude (P = .016), and it was stronger among participants residing at high altitude. It suggests that future guidelines and interventions should differentiate populations in low and high altitudes. Specifically, PA recommendations for people living at high altitude should be lower than those for people living at low altitude.
{"title":"Altitude Differences in Changes in Physical Activity and Weight Gain.","authors":"Qian Deng, Jianzhong Yin, Jie Peng, Zierdi Yeerkenaili, Xianlan Li, Ziyun Wang, Deji Quzong, Xianbin Ding, Jinjie Xia, Yufei Wang, Xing Zhao, Junmin Zhou","doi":"10.1177/10105395251325620","DOIUrl":"10.1177/10105395251325620","url":null,"abstract":"<p><p>Previous studies speculated that physical activity (PA) at high altitude represents greater actual exercise than when performed at lower altitude. Efforts are needed to validate or reject such speculation. This study explored the relationships between PA changes and weight/body mass index changes in low and high altitudes. According to a previous study and the altitude distribution of our participants, we classified the participants into low altitude (<2500 m) and high altitude (≥2500 m). The relationships between changes in PA and weight/body mass index were assessed through multivariable linear regression. Furthermore, the stratified analyses were conducted to detect whether there was heterogeneity in relationships between PA changes and weight/body mass index changes across low altitude and high altitude. A total of 10 000 individuals were included (9122 in low altitude, 878 in high altitude). PA increases, per MET-h/d, were inversely associated with weight changes in low altitude with a mean change of -0.009 kg (95% CI [-0.015, -0.002] kg), and in high altitude with a mean change of -0.032 kg (95% CI [-0.056, -0.009] kg). The inverse relationship between changes in PA and weight was significantly modified by altitude (<i>P</i> = .016), and it was stronger among participants residing at high altitude. It suggests that future guidelines and interventions should differentiate populations in low and high altitudes. Specifically, PA recommendations for people living at high altitude should be lower than those for people living at low altitude.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"371-378"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143659514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-04-18DOI: 10.1177/10105395251332804
Zoe Pei Jing Ong, Ai Kah Ng, Hazreen Abdul Majid
Poor dietary intake during young adulthood can increase the risk of chronic diseases, which are rising concerns in low- and middle-income countries (LMICs). This scoping review examined dietary intake among young adults in LMICs, highlighting their energy and nutrient intakes. Ovid MEDLINE, PubMed, Scopus, Web of Science, and EBSCOhost databases were searched to identify observational studies published in English from January 1, 2014 to July 31, 2024. Rayyan.ai was used to remove duplicates and facilitate the selection process, which two researchers independently carried out. Studies that reported on the energy and nutrient intake of healthy young adults aged 18 to 30 years in LMICs were included. A total of 14 studies were included (nine from upper-middle-income countries, five from lower-middle-income countries, zero from low-income countries). Most of the studies are cross-sectional studies (71.4%). The energy intake of young adults from upper-middle-income countries ranges from 1700 to 2400 kcal/day, while young adult women in lower-middle-income countries showed trends of low-energy intake and insufficient micronutrient intake. Most of the energy intake reported came from carbohydrates, followed by fat and protein. The findings highlighted a significant gap in data from low-income countries, underscoring the need for further research to inform policies and design effective interventions.
青年期饮食摄入不足会增加患慢性病的风险,这是低收入和中等收入国家日益关注的问题。本综述调查了中低收入国家年轻人的膳食摄入量,强调了他们的能量和营养摄入量。检索了Ovid MEDLINE、PubMed、Scopus、Web of Science和EBSCOhost数据库,以确定2014年1月1日至2024年7月31日发表的英文观察性研究。Rayyan。Ai被用来去除重复并促进选择过程,这是两名研究人员独立进行的。研究报告了中低收入国家18至30岁健康年轻人的能量和营养摄入情况。总共纳入了14项研究(9项来自中高收入国家,5项来自中低收入国家,零项来自低收入国家)。大多数研究是横断面研究(71.4%)。中高收入国家青壮年能量摄入在1700 ~ 2400千卡/天,而中低收入国家青壮年女性能量摄入偏低,微量营养素摄入不足。大部分的能量摄入来自碳水化合物,其次是脂肪和蛋白质。调查结果强调了低收入国家数据的巨大差距,强调了进一步研究的必要性,以便为政策提供信息和设计有效的干预措施。
{"title":"A Scoping Review of Dietary Intake among Young Adults in Low- and Middle-Income Countries.","authors":"Zoe Pei Jing Ong, Ai Kah Ng, Hazreen Abdul Majid","doi":"10.1177/10105395251332804","DOIUrl":"10.1177/10105395251332804","url":null,"abstract":"<p><p>Poor dietary intake during young adulthood can increase the risk of chronic diseases, which are rising concerns in low- and middle-income countries (LMICs). This scoping review examined dietary intake among young adults in LMICs, highlighting their energy and nutrient intakes. Ovid MEDLINE, PubMed, Scopus, Web of Science, and EBSCOhost databases were searched to identify observational studies published in English from January 1, 2014 to July 31, 2024. Rayyan.ai was used to remove duplicates and facilitate the selection process, which two researchers independently carried out. Studies that reported on the energy and nutrient intake of healthy young adults aged 18 to 30 years in LMICs were included. A total of 14 studies were included (nine from upper-middle-income countries, five from lower-middle-income countries, zero from low-income countries). Most of the studies are cross-sectional studies (71.4%). The energy intake of young adults from upper-middle-income countries ranges from 1700 to 2400 kcal/day, while young adult women in lower-middle-income countries showed trends of low-energy intake and insufficient micronutrient intake. Most of the energy intake reported came from carbohydrates, followed by fat and protein. The findings highlighted a significant gap in data from low-income countries, underscoring the need for further research to inform policies and design effective interventions.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"347-360"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144058120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-04-18DOI: 10.1177/10105395251332798
Mohamad Zulfikrie Abas, Kezhi Li, Wan Yuen Choo, Kim Sui Wan, Noran Naqiah Hairi
This study aimed to develop machine learning (ML) models to predict diabetic complications in patients with type 2 diabetes (T2D) in Malaysia. Data from the Malaysian National Diabetes Registry and Death Register were used to develop predictive models for five complications: all-cause mortality, retinopathy, nephropathy, ischemic heart disease (IHD), and cerebrovascular disease (CeVD). Accurate predictions may enable targeted preventive intervention and optimal disease management. The cohort comprised 90 933 T2D patients treated at public health clinics in southern Malaysia from 2011 to 2021. Seven ML algorithms were tested, with the Light Gradient Boosting Machine (LGBM) demonstrating the best performance. LGBM models achieved ROC-AUC scores of 0.84 for all-cause mortality, 0.71 for retinopathy, 0.71 for nephropathy, 0.66 for IHD, and 0.74 for CeVD. These findings support integrating ML models, particularly LGBM, into clinical practice for predicting diabetes complications. Further optimization and validation are necessary to enhance applicability across diverse populations.
{"title":"Machine Learning Models for Predicting Type 2 Diabetes Complications in Malaysia.","authors":"Mohamad Zulfikrie Abas, Kezhi Li, Wan Yuen Choo, Kim Sui Wan, Noran Naqiah Hairi","doi":"10.1177/10105395251332798","DOIUrl":"10.1177/10105395251332798","url":null,"abstract":"<p><p>This study aimed to develop machine learning (ML) models to predict diabetic complications in patients with type 2 diabetes (T2D) in Malaysia. Data from the Malaysian National Diabetes Registry and Death Register were used to develop predictive models for five complications: all-cause mortality, retinopathy, nephropathy, ischemic heart disease (IHD), and cerebrovascular disease (CeVD). Accurate predictions may enable targeted preventive intervention and optimal disease management. The cohort comprised 90 933 T2D patients treated at public health clinics in southern Malaysia from 2011 to 2021. Seven ML algorithms were tested, with the Light Gradient Boosting Machine (LGBM) demonstrating the best performance. LGBM models achieved ROC-AUC scores of 0.84 for all-cause mortality, 0.71 for retinopathy, 0.71 for nephropathy, 0.66 for IHD, and 0.74 for CeVD. These findings support integrating ML models, particularly LGBM, into clinical practice for predicting diabetes complications. Further optimization and validation are necessary to enhance applicability across diverse populations.</p>","PeriodicalId":55570,"journal":{"name":"Asia-Pacific Journal of Public Health","volume":" ","pages":"394-401"},"PeriodicalIF":0.9,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144057461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-01Epub Date: 2025-05-08DOI: 10.1177/10105395251339950
Colin Binns, Wah Yun Low
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