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Correlates and co-occurrence of risk factors for non-communicable diseases among adolescents in schools in Karnataka, India: a cross-sectional study. 印度卡纳塔克邦学校青少年非传染性疾病风险因素的相关性和共现性:一项横断面研究。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-10 DOI: 10.24171/j.phrp.2025.0204
Tejaswini Bangalore Darukaradhya, Krishnamurthy Jayanna, Shivaraj Nallur Somanna, Sony Sequeira, Shalini Chandrashekar Nooyi

Objectives: Non-communicable disease (NCD) risk among adolescents represents a growing concern due to modifiable, lifestyle-related behavioral risk factors. Early identification and control of these factors are essential for prevention. This study assessed the correlates and co-occurrence of NCD-related lifestyle risk factors among school-going adolescents in Karnataka, India, aiming to inform intervention development.

Methods: Screening was conducted among 1,100 school adolescents aged 13-16 years from 8 randomly selected urban and rural schools in Karnataka. Data were collected using a validated self-administered questionnaire covering sociodemographic characteristics and social cognitive theory predictors of lifestyle practices. Descriptive statistics, chi-square tests, and logistic regression were employed.

Results: Of the 1,100 adolescents surveyed, 552 and 548 were from urban and rural areas, respectively. Both groups reported high rates of insufficient fruit and vegetable (FV) intake (96.7% and 67.7%, respectively), inadequate physical activity (96.7% and 68.6%), tobacco use (5.6% and 11.5%), and alcohol consumption (5.6% and 10.8%). On logistic regression, urban adolescents were significantly more likely than rural peers to exhibit multiple behavioral risk factors, with 19-fold higher odds of having ≥1 factor (adjusted odds ratio [AOR], 19.04; p<0.001) and 4-fold higher odds of having ≥2 (AOR, 4.06; p<0.001). Parental (particularly maternal) education was associated with NCD risk (AOR, 1.82; p=0.001). Physical inactivity significantly co-occurred with low FV intake (71.7%) and junk food consumption (72.8%).

Conclusion: Unhealthy lifestyle behaviors among adolescents displayed significant co-occurrence, underscoring the critical need for comprehensive, theory-based school interventions to address multiple interconnected risk factors and mitigate the burden of NCDs.

目标:由于可改变的、与生活方式有关的行为风险因素,青少年中的非传染性疾病风险日益受到关注。及早发现和控制这些因素对预防至关重要。本研究评估了印度卡纳塔克邦学龄青少年中与非传染性疾病相关的生活方式风险因素的相关性和共现性,旨在为干预措施的制定提供信息。方法:在卡纳塔克邦随机选取8所城乡学校,对1100名13-16岁的在校青少年进行筛查。数据收集使用有效的自我管理问卷,涵盖社会人口学特征和生活方式实践的社会认知理论预测因素。采用描述性统计、卡方检验和逻辑回归。结果:在接受调查的1100名青少年中,分别有552人和548人来自城市和农村。两组都报告了水果和蔬菜摄入不足(分别为96.7%和67.7%)、体育活动不足(分别为96.7%和68.6%)、吸烟(分别为5.6%和11.5%)和饮酒(分别为5.6%和10.8%)的高比例。logistic回归分析显示,城市青少年表现出多种行为危险因素的可能性显著高于农村同龄人,其中≥1个因素的可能性高出19倍(校正优势比[AOR], 19.04)。结论:青少年不健康生活方式行为表现出显著的共现性,强调了对多重相互关联的危险因素进行综合、基于理论的学校干预的迫切需要,以减轻非传染性疾病的负担。
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引用次数: 0
A multi-city outbreak of Salmonella Enteritidis infections linked to bakery products, Republic of Korea. 韩国多个城市爆发与烘焙产品有关的肠炎沙门氏菌感染。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-10 DOI: 10.24171/j.phrp.2025.0467
Da Seul Kim, Soon-Young Seo, Dong Hwi Kim, Yeon Hee Woo, Deborah Lee, Se Jeong Yang, Junyoung Kim, Eunkyung Shin, Byungsun Jung, Eunmi Lee, Min Jung Lee, Young-Joon Park

Objectives: In May 2025, clusters of salmonellosis were identified in seven cities in the Republic of Korea, all associated with consumption of identical bakery products. This investigation aimed to characterize the outbreak, identify potential contributing factors, and inform strategies for preventing similar multi-facility foodborne outbreaks.

Methods: A case series study was conducted among individuals who consumed Manufacturer H's Product I and Product II on May 15-16, 2025 at seven facilities (n=1,235). Clinical specimens from symptomatic individuals, retained food samples, and environmental samples were collected and tested. Food-exposure histories were assessed, and active case finding was implemented across all supplied facilities. Traceback investigations were conducted at the manufacturer, distributor, and egg farms. Human and food isolates underwent pulsed-field gel electrophoresis (PFGE) and whole-genome sequencing (WGS).

Results: A total of 323 cases met the outbreak case definition (attack rate, 26.2%), of which 48 were laboratory-confirmed. Salmonella Enteritidis was isolated from both clinical specimens and retained bakery products. PFGE patterns were indistinguishable between human and food isolates, and WGS demonstrated high genetic relatedness. These findings confirmed a common-source outbreak linked to the implicated bakery products.

Conclusion: This outbreak underscores the value of integrating epidemiological investigation, active case finding, and molecular typing to identify common food vehicles in outbreaks involving widely distributed manufactured foods. Coordinated collaboration between public health and food safety authorities is essential for the effective detection, response, and prevention of multi-facility foodborne outbreaks.

目标:2025年5月,在大韩民国的七个城市发现了沙门氏菌群,所有这些都与消费相同的烘焙产品有关。本调查旨在确定疫情特征,确定潜在的影响因素,并为预防类似的多设施食源性疫情提供信息。方法:对2025年5月15日至16日在7家工厂(n=1,235)消费H制造商产品I和产品II的个人进行了案例系列研究。收集并检测了有症状个体的临床标本、保留的食物样本和环境样本。评估了食物暴露史,并在所有提供的设施中实施了积极的病例发现。对生产商、经销商和鸡蛋农场进行了追溯调查。通过脉冲场凝胶电泳(PFGE)和全基因组测序(WGS)对人类和食物分离株进行了检测。结果:符合暴发病例定义的病例323例(发病率26.2%),其中实验室确诊48例。从临床标本和保留的烘焙产品中分离出肠炎沙门氏菌。PFGE模式在人类和食物分离株之间难以区分,WGS表现出高度的遗传相关性。这些发现证实了与受牵连的烘焙产品有关的共同来源的爆发。结论:此次暴发强调了流行病学调查、主动病例发现和分子分型相结合的价值,以确定暴发中涉及广泛分布的加工食品的常见食品载体。公共卫生和食品安全当局之间的协调合作对于有效发现、应对和预防多设施食源性疫情至关重要。
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引用次数: 0
Reciprocal associations between smartphone overdependence and anxiety in adolescents: evidence from a nationally representative survey in the Republic of Korea. 青少年智能手机过度依赖与焦虑之间的相互关联:来自大韩民国全国代表性调查的证据。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-10 DOI: 10.24171/j.phrp.2025.0510
Eunok Park

Objectives: Smartphone overdependence (SOD) and anxiety are major concerns in adolescent mental health; however, few studies have examined their bidirectional relationship. This study aimed to examine reciprocal associations between SOD and anxiety among adolescents.

Methods: A secondary analysis was conducted with data from 50,975 adolescents in the 19th Korea Youth Risk Behavior Survey. SOD was measured using the SOD scale, and anxiety was assessed using the generalized anxiety disorder 7-item scale. Multivariable logistic regression analyses were conducted to examine reciprocal associations, adjusting for sociodemographic factors, perceived stress, loneliness, and depressive symptoms.

Results: Moderate to severe anxiety was found in 12.6% of participants, and 3.3% were classified as being at high risk for SOD. In adjusted models, the model with anxiety as the outcome demonstrated higher predictive performance (concordance rate, 86.5%) than the model with SOD as the outcome (77.3%). Adolescents at high risk for SOD had higher odds of reporting anxiety, and those with severe anxiety had higher odds of being classified as at high risk for SOD. Stress, loneliness, and smartphone use time were also identified as significant predictors.

Conclusion: SOD and anxiety were strongly associated with each other among adolescents. Integrated approaches addressing both digital behavior and mental health may help inform strategies to reduce psychological distress. Public health strategies may benefit from considering both aspects when screening for problematic smartphone use and anxiety.

目的:智能手机过度依赖(SOD)和焦虑是青少年心理健康的主要问题;然而,很少有研究考察它们之间的双向关系。本研究旨在探讨青少年中SOD与焦虑之间的相互关系。方法:对第19次韩国青少年危险行为调查中50,975名青少年的数据进行二次分析。采用超氧化物歧化酶(SOD)量表测量,采用广泛性焦虑障碍7项量表评估焦虑。进行多变量logistic回归分析以检验相互关联,调整社会人口因素、感知压力、孤独感和抑郁症状。结果:12.6%的参与者存在中度至重度焦虑,3.3%被归类为SOD高危人群。在调整后的模型中,以焦虑为结局的模型的预测效果(一致性率为86.5%)高于以SOD为结局的模型(一致性率为77.3%)。超氧化物歧化酶高风险的青少年报告焦虑的几率更高,严重焦虑的青少年被归类为超氧化物歧化酶高风险的几率更高。压力、孤独和智能手机使用时间也被认为是重要的预测因素。结论:青少年中SOD与焦虑有较强的相关性。综合处理数字行为和心理健康的方法可能有助于制定减少心理困扰的战略。在筛查有问题的智能手机使用和焦虑时,考虑到这两个方面,公共卫生战略可能会受益。
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引用次数: 0
The role of artificial intelligence in managing COVID-19 and long COVID: a narrative review. 人工智能在管理COVID-19和长COVID中的作用:叙述性回顾。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-04 DOI: 10.24171/j.phrp.2025.0347
Bikash Kanti Sarkar, Ambuj Kumar

The coronavirus disease 2019 (COVID-19) pandemic had an unprecedented global impact, resulting in both positive and negative consequences. The virus not only affected millions of lives worldwide but also caused long-term harm to multiple organ systems in many survivors, thereby substantially impairing quality of life. This persistent condition is now referred to as long COVID (LC). The aim of this study is to raise awareness of LC-related organ system impacts and to highlight the key role of artificial intelligence (AI) in mitigating these effects. The present research conducts a narrative review focusing on LC-related impacts. In this context, unstructured searches were conducted to identify a total of 69 relevant studies indexed in Embase, PubMed, Web of Science, or Scopus, each of which was reviewed by at least 2 experts with sufficient domain knowledge in health sciences. Based on the authors' perspectives and insights, the review narratively examines damage to human organ systems attributable to LC and explores the role of AI in addressing LC-related challenges. Significant ethical, practical, and societal concerns arising from the extensive use of AI, particularly major issues such as data privacy and algorithmic bias, are also discussed. LC has caused lasting impacts on human organ systems, while AI is offering substantial potential for LC-related care.

2019冠状病毒病(COVID-19)大流行对全球产生了前所未有的影响,产生了积极和消极的后果。该病毒不仅影响到全世界数百万人的生命,而且还对许多幸存者的多个器官系统造成长期损害,从而严重损害生活质量。这种持续状态现在被称为长COVID (LC)。本研究的目的是提高人们对lc相关器官系统影响的认识,并强调人工智能(AI)在减轻这些影响方面的关键作用。本研究对语言学习相关的影响进行了叙述性的回顾。在此背景下,进行了非结构化搜索,以确定在Embase、PubMed、Web of Science或Scopus中索引的总共69项相关研究,每项研究都由至少2名具有足够健康科学领域知识的专家进行了审查。基于作者的观点和见解,本文叙述了LC对人体器官系统的损害,并探讨了人工智能在解决LC相关挑战中的作用。还讨论了人工智能广泛使用所引起的重大伦理、实践和社会问题,特别是数据隐私和算法偏见等重大问题。LC对人体器官系统产生了持久的影响,而人工智能为LC相关的护理提供了巨大的潜力。
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引用次数: 0
Applying biotechnology to overcome cancer drug resistance and improve public health outcomes. 应用生物技术克服癌症耐药性和改善公共卫生成果。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-04 DOI: 10.24171/j.phrp.2025.0336
Franklin Akwasi Adjei, Bernard Kwame Frempong, Augustine Afriyie

This review examines how biotechnology advances (CRISPR/Cas9, next-generation targeted therapies, nanotechnology-based drug delivery, and immunotherapies) can be applied to address cancer drug resistance worldwide. It also considers the economic burden of resistance, inequities in access to biotechnology solutions, and ethical concerns surrounding rapid innovation, particularly in low-resource settings. A narrative review synthesized evidence from basic science studies, clinical trials, translational research, and policy analyses. Evidence was prioritized for 2015-2025 publications. The synthesis highlights resistance biology and evaluates how precision medicine, biomarker-guided treatment, and high-throughput drug screening can inform individualized regimens and rational combinations. Breakthroughs in gene editing, targeted inhibitors, nanocarriers, and immune engineering can counter key resistance mechanisms, including resistance-conferring mutations, altered drug transport, immune evasion, and tumor microenvironment-mediated protection. Despite progress, implementation barriers remain substantial: high drug and development costs, limited molecular diagnostics and manufacturing capacity, and regulatory and governance challenges that can delay adoption and widen disparities, particularly in low- and middle-income countries. Integrating biotechnology innovations within precision medicine frameworks may improve treatment selection and patient outcomes. Maximizing public health impact requires affordability and financing strategies, robust ethical oversight, timely regulatory pathways, and coordinated global collaboration to ensure access to effective therapies across health systems worldwide.

本文综述了生物技术的进步(CRISPR/Cas9、下一代靶向治疗、基于纳米技术的药物传递和免疫疗法)如何应用于解决全球癌症耐药性。它还考虑了耐药性的经济负担、获得生物技术解决方案的不公平以及围绕快速创新的伦理问题,特别是在资源匮乏的环境中。一篇叙述性综述综合了来自基础科学研究、临床试验、转化研究和政策分析的证据。证据优先用于2015-2025年的出版物。该合成强调了耐药性生物学,并评估了精确医学、生物标志物引导治疗和高通量药物筛选如何为个性化方案和合理组合提供信息。基因编辑、靶向抑制剂、纳米载体和免疫工程方面的突破可以对抗关键的耐药机制,包括赋予耐药的突变、改变的药物转运、免疫逃避和肿瘤微环境介导的保护。尽管取得了进展,但实施方面的障碍仍然很大:高昂的药物和开发成本、有限的分子诊断和制造能力,以及监管和治理方面的挑战,这些挑战可能会推迟采用并扩大差距,特别是在低收入和中等收入国家。在精准医学框架内整合生物技术创新可以改善治疗选择和患者预后。最大限度地发挥公共卫生影响需要可负担性和筹资战略、强有力的道德监督、及时的监管途径以及协调一致的全球合作,以确保全球卫生系统获得有效疗法。
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引用次数: 0
Crisis-driven innovation in the Republic of Korea's in vitro diagnostics industry: a pandemic case study. 危机驱动的大韩民国体外诊断行业创新:大流行案例研究。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-28 DOI: 10.24171/j.phrp.2025.0313
Minjoon Kim, Harry Jeong, Kwangsoo Shin

Objectives: This study evaluated the effectiveness of government epidemic control policies centered on diagnostic testing and examined their impact on the in vitro diagnostics (IVD) industry. It also analyzed the complex interplay among policy interventions, epidemic dynamics, and the IVD industry's value chain to identify key leverage points for managing future public health crises.

Methods: A system dynamics (SD) model calibrated using national data from the Republic of Korea simulated the interactions between epidemic progression and the IVD value chain. We conducted a scenario analysis encompassing 6 policy interventions: research and development (R&D) investment, public-private collaboration, regulatory easing, diagnostic test performance, testing intensity, and social distancing.

Results: Policies promoting investment, public-private collaboration, and regulatory easing accelerated the market entry of diagnostics, thereby reducing infections and deaths. However, these interventions were associated with lower overall industry revenue, attributable to increased market competition and a reduced patient population. A critical trade-off was noted: although regulatory speed is advantageous, using low-sensitivity diagnostics substantially worsened public health outcomes. Aggressive testing strategies and stringent social distancing were also confirmed to be effective in reducing both infections and mortality.

Conclusion: This study provides a strategic framework for understanding interactions between pandemic control policies and the IVD industry. Sustained pre-crisis investment in R&D, public-private networks, and public health infrastructure is essential for effective pandemic preparedness. During a crisis, policymakers must carefully manage the critical trade-off between regulatory speed and diagnostic quality to ensure that rapid responses do not compromise public health outcomes.

目的:评价政府以诊断检测为中心的疫情控制政策的有效性,并考察其对体外诊断(IVD)行业的影响。它还分析了政策干预、流行病动态和IVD行业价值链之间复杂的相互作用,以确定管理未来公共卫生危机的关键杠杆点。方法:使用韩国国家数据校准的系统动力学(SD)模型模拟了流行病进展与IVD价值链之间的相互作用。我们对6项政策干预进行了情景分析:研发投资、公私合作、放松监管、诊断测试绩效、测试强度和社交距离。结果:促进投资、公私合作和放松监管的政策加速了诊断产品的市场准入,从而减少了感染和死亡。然而,由于市场竞争加剧和患者人数减少,这些干预措施与整体行业收入下降有关。人们注意到一个关键的权衡:尽管监管速度是有利的,但使用低灵敏度的诊断方法大大恶化了公共卫生结果。积极的检测策略和严格的社交距离也被证实对降低感染和死亡率有效。结论:本研究为理解流行病控制政策与IVD产业之间的相互作用提供了一个战略框架。危机前对研发、公私网络和公共卫生基础设施的持续投资对于有效防范大流行至关重要。在危机期间,决策者必须谨慎处理监管速度和诊断质量之间的关键权衡,以确保快速反应不会损害公共卫生结果。
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引用次数: 0
Time-series decomposition and modeling of dengue cases in Malaysia, 2022-2024: a nationwide observational study. 马来西亚2022-2024年登革热病例的时间序列分解和建模:一项全国性观察研究
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-27 DOI: 10.24171/j.phrp.2025.0397
Mohamad Afiq Amsyar Hamedin, Kamarul Imran Musa, Mohd Rahim Sulong

Objectives: This study aimed to examine the temporal dynamics of dengue cases in Malaysia from 2022 to 2024 using seasonal-trend decomposition and time-series modeling.

Methods: Weekly dengue case counts from the national registry were analyzed across all states using seasonal-trend decomposition using LOESS (STL) to separate trend, seasonal, and irregular components. Autoregressive integrated moving average (ARIMA) and seasonal ARIMA (SARIMA) models were fitted to validate temporal structures, with model selection based on the Akaike information criterion (AIC), corrected AIC, and Bayesian information criterion. Diagnostic checks, including residual analysis and Ljung-Box testing, were performed to ensure model adequacy.

Results: Dengue incidence showed marked heterogeneity across states. STL decomposition indicated that long-term trends contributed more strongly to case dynamics than seasonality in most states, although seasonal influences were significant in the states of Kedah and Kelantan. Seasonal peak timing varied between states, highlighting differences in epidemic cycles. ARIMA and SARIMA modeling confirmed that no single temporal structure could adequately represent all states; while some series were well fitted by simple ARIMA models, others required seasonal adjustments. Residual diagnostics demonstrated that the selected models were statistically adequate.

Conclusion: Dengue dynamics in Malaysia are shaped by both trend and seasonal components, with considerable variation across states. Combining STL decomposition with ARIMA/SARIMA modeling strengthens the evidence base for state-specific forecasting and proactive vector control. Tailoring surveillance systems and interventions to local temporal patterns may improve early warning capacity and optimize resource allocation for dengue prevention.

目的:本研究旨在利用季节趋势分解和时间序列模型研究马来西亚2022年至2024年登革热病例的时间动态。方法:采用黄土(STL)季节性趋势分解方法,对所有州国家登记的每周登革热病例计数进行分析,以分离趋势、季节性和不规则成分。拟合自回归综合移动平均(ARIMA)和季节ARIMA (SARIMA)模型验证时间结构,模型选择基于赤池信息准则(Akaike information criterion, AIC)、修正AIC和贝叶斯信息准则。进行诊断检查,包括残差分析和Ljung-Box检验,以确保模型充分性。结果:登革热发病率在各州之间表现出明显的异质性。STL分解表明,在大多数州,长期趋势比季节性对病例动态的影响更大,尽管在吉打州和吉兰丹州,季节性影响很大。季节性高峰时间因州而异,突出了流行周期的差异。ARIMA和SARIMA模型证实,没有一个单一的时间结构可以充分代表所有状态;虽然一些序列可以通过简单的ARIMA模型很好地拟合,但其他序列则需要进行季节调整。残差诊断表明所选模型在统计上是充分的。结论:马来西亚的登革热动态受到趋势和季节因素的影响,各州之间存在相当大的差异。将STL分解与ARIMA/SARIMA建模相结合,增强了针对特定状态的预测和主动矢量控制的证据基础。根据当地时间模式调整监测系统和干预措施可以提高早期预警能力并优化登革热预防的资源分配。
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引用次数: 0
Early detection of dengue through rapid diagnostic testing at airport quarantine: a case study from the Republic of Korea (2022-2024). 通过机场检疫快速诊断检测早期发现登革热:来自大韩民国的案例研究(2022-2024)
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-01 Epub Date: 2025-10-29 DOI: 10.24171/j.phrp.2025.0254
Kee Hun Do, Jae Wook Oh

Background: This study evaluated the effectiveness of rapid diagnostic testing (RDT) for the early detection of imported dengue cases at Gimhae International Airport in the Republic of Korea, and analyzed patient characteristics and response processes following positive results.

Methods: From 2022 to 2024, 334 individuals underwent RDT at the airport. Testing was performed for travelers presenting with dengue-like symptoms or recent mosquito bites. Two dengue RDT kits (NS1 and immunoglobulin G/M) were used, and confirmatory tests-including real-time reverse transcription polymerase chain reaction and enzyme-linked immunosorbent assays-were performed for RDT-positive cases. Time intervals between sample collection and diagnostic confirmation were compared by institution type and day of the week.

Results: Of the 334 cases tested, 12 yielded positive RDT results, and 3 were confirmed as dengue. No confirmed cases were identified among asymptomatic travelers or those with travel durations shorter than 5 days. All 3 confirmed cases showed moderate or higher RDT intensity. The confirmatory results were negative for all 7 marginally positive cases. The average turnaround time for diagnostic confirmation was 4.00 days in hospitals versus 2.71 days in public health centers. Samples collected on weekdays produced faster results (2.33 days) than those collected across weekends (5.00 days). One individual with a strong RDT-positive result declined confirmatory testing.

Conclusion: RDT is a valuable tool for detecting dengue at ports of entry. However, timely confirmatory diagnosis requires improved inter-agency coordination and logistical systems, particularly for weekend operations. These findings offer practical insights for strengthening quarantine-based infectious disease control.

目的:本研究评估了快速诊断检测(RDT)在韩国金海国际机场早期发现输入性登革热病例的有效性,并分析了阳性结果后患者的特征和反应过程。方法:从2022年到2024年,334人在机场接受了RDT检查。对出现登革热样症状或最近被蚊虫叮咬的旅行者进行了检测。使用两种登革热RDT试剂盒(NS1和免疫球蛋白G/M),对RDT阳性病例进行确证试验,包括实时逆转录聚合酶链反应和酶联免疫吸附试验。样本收集和诊断确认之间的时间间隔按机构类型和一周中的一天进行比较。结果:在检测的334例病例中,12例RDT结果阳性,3例确诊为登革热。无症状或旅行时间短于5天的旅行者中未发现确诊病例。所有3例确诊病例均显示中等或较高的RDT强度。所有7例轻度阳性病例的确认结果均为阴性。医院确诊的平均周转时间为4.00天,而公共卫生中心为2.71天。在工作日收集的样本(2.33天)比在周末收集的样本(5.00天)产生的结果更快。一名rdt阳性结果强烈的患者拒绝了确认性检测。结论:RDT是口岸登革热检测的有效工具。但是,及时确诊需要改进机构间协调和后勤系统,特别是周末行动。这些发现为加强传染病检疫控制提供了实践见解。
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引用次数: 0
The effects of resistance training on hemoglobin A1c, body mass index, and muscle strength in patients with diabetes mellitus based on age (middle-aged and older adults): a systematic review and meta-analysis. 基于年龄(中老年)的糖尿病患者抗阻训练对血红蛋白A1c、体重指数和肌肉力量的影响:一项系统回顾和荟萃分析
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-01 Epub Date: 2025-10-30 DOI: 10.24171/j.phrp.2025.0268
Awurabena Quayeba Dadzie, Priscilla Mary Ntim Babae, Denny Maurits Ruku

Background: This study aimed to examine the effectiveness of resistance training on hemoglobin A1c (HbA1c) levels and body mass index in patients with diabetes mellitus, categorized by age.

Methods: A comprehensive search of English-language literature published between 1997 and 2025 was performed across 6 databases (Embase, CINAHL, Medline, Cochrane, PubMed, and PEDro). Standardized mean differences and 95% confidence intervals were calculated, and publication bias was assessed using funnel plots and Egger's test. The Joanna Briggs Institute checklist was applied to evaluate study quality.

Results: Thirty randomized controlled trials met the inclusion criteria, comprising 620 participants in the older (<60 years of age) subgroup and 1,389 in the middle-aged (40-59 years of age) subgroup. In both subgroups, resistance training significantly reduced HbA1c levels and body mass index, while increasing muscle strength (primary outcome). It also significantly increased high-density lipoprotein, improved VO₂ peak, and reduced low-density lipoprotein (secondary outcomes). However, the effects of resistance training were significant only in the older-adult subgroup for total cholesterol and only in the middle-aged subgroup for triglycerides.

Conclusion: Resistance training is a recommended rehabilitation exercise for patients with diabetes mellitus. Routine resistance training has been shown to help maintain optimal HbA1c and body mass index levels and improve muscle strength. In addition, it does not pose a risk of adverse events in either middle-aged or older patients. Nonetheless, patients are advised to monitor blood glucose levels and adhere to a proper diet to achieve optimal outcomes.

目的:本研究旨在探讨抗阻训练对糖尿病患者按年龄分类的血红蛋白A1c (HbA1c)水平和体重指数的影响。方法:在6个数据库(Embase、CINAHL、Medline、Cochrane、PubMed和PEDro)中对1997年至2025年间发表的英语文献进行全面检索。计算标准化均值差和95%置信区间,并使用漏斗图和Egger检验评估发表偏倚。乔安娜布里格斯研究所的检查表被用于评估研究质量。结果:30项随机对照试验符合纳入标准,包括620名老年人(结论:阻力训练是糖尿病患者推荐的康复运动。常规阻力训练已被证明有助于维持最佳的糖化血红蛋白和身体质量指数水平,并提高肌肉力量。此外,它不会对中年或老年患者造成不良事件的风险。尽管如此,建议患者监测血糖水平并坚持适当的饮食以达到最佳效果。
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引用次数: 0
A machine learning approach for predicting suicidal ideation among family members of persons with disabilities: a cross-sectional study in the Republic of Korea. 预测残疾人家庭成员自杀意念的机器学习方法:韩国的一项横断面研究。
IF 1.6 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-01 Epub Date: 2025-12-11 DOI: 10.24171/j.phrp.2025.0261
Jin Hyuk Lee

Background: Although family members of persons with disabilities face elevated suicide risk, predictive models remain underdeveloped in Korean contexts. This study aimed to develop machine learning-based predictive models for suicidal ideation among family members of persons with disabilities and examine differential risk patterns by disability onset type.

Methods: This cross-sectional study analyzed 124,783 adult family members (59.9% spouses, 20.3% parents/ascendants, 14.6% adult children, 5.2% extended family) from the 2018 Korean Disability and Life Dynamics Panel using survey weights. Four predictive models, including machine learning approaches, were compared using 31 variables. The dataset was divided into training (70%) and test (30%) sets, with stratified analyses comparing congenital and acquired disability groups.

Results: Among the 124,783 family members analyzed, least absolute shrinkage and selection operator (LASSO) with cross-validation achieved optimal performance (area under the receiver operating characteristic curve, 0.875 training; 0.853 test). LASSO selected 16 of 31 variables for the total sample, with family members' depression as the strongest predictor (β=0.554), followed by disabled persons' suicidal ideation (β=0.425). Stratified LASSO analyses revealed that national basic livelihood beneficiary status was the strongest predictor for families with congenital disability (β=0.541), while family members' depression was the strongest predictor for families with acquired disability (β=0.562), demonstrating distinct predictive patterns by disability onset.

Conclusion: These findings show that predictive factors differ substantially by disability onset type, indicating the need for tailored intervention approaches and offering an evidence-based foundation for targeted suicide prevention strategies.

目的:虽然残疾人的家庭成员面临较高的自杀风险,但预测模型在韩国的情况下仍然不发达。本研究旨在开发基于机器学习的残疾家庭成员自杀意念预测模型,并根据残疾发作类型检查不同的风险模式。方法:本横断面研究使用调查权重分析了2018年韩国残疾和生活动态小组的124,783名成年家庭成员(59.9%的配偶,20.3%的父母/祖先,14.6%的成年子女,5.2%的大家庭)。包括机器学习方法在内的四种预测模型使用31个变量进行了比较。数据集分为训练集(70%)和测试集(30%),并对先天性和获得性残疾组进行分层分析。结果:在分析的124,783个家庭成员中,交叉验证的最小绝对收缩和选择算子(LASSO)的表现最优(受试者工作特征曲线下面积,训练值为0.875;检验值为0.853)。LASSO从31个变量中选择了16个变量,其中家庭成员的抑郁是最强的预测因子(β=0.554),其次是残疾人的自杀意念(β=0.425)。分层LASSO分析显示,国家基本生活受益人状况是先天性残疾家庭的最强预测因子(β=0.541),而家庭成员抑郁是获得性残疾家庭的最强预测因子(β=0.562),不同的残疾发病表现出不同的预测模式。结论:这些研究结果表明,不同残疾类型的预测因素存在很大差异,表明需要有针对性的干预方法,并为有针对性的自杀预防策略提供循证基础。
{"title":"A machine learning approach for predicting suicidal ideation among family members of persons with disabilities: a cross-sectional study in the Republic of Korea.","authors":"Jin Hyuk Lee","doi":"10.24171/j.phrp.2025.0261","DOIUrl":"10.24171/j.phrp.2025.0261","url":null,"abstract":"<p><strong>Background: </strong>Although family members of persons with disabilities face elevated suicide risk, predictive models remain underdeveloped in Korean contexts. This study aimed to develop machine learning-based predictive models for suicidal ideation among family members of persons with disabilities and examine differential risk patterns by disability onset type.</p><p><strong>Methods: </strong>This cross-sectional study analyzed 124,783 adult family members (59.9% spouses, 20.3% parents/ascendants, 14.6% adult children, 5.2% extended family) from the 2018 Korean Disability and Life Dynamics Panel using survey weights. Four predictive models, including machine learning approaches, were compared using 31 variables. The dataset was divided into training (70%) and test (30%) sets, with stratified analyses comparing congenital and acquired disability groups.</p><p><strong>Results: </strong>Among the 124,783 family members analyzed, least absolute shrinkage and selection operator (LASSO) with cross-validation achieved optimal performance (area under the receiver operating characteristic curve, 0.875 training; 0.853 test). LASSO selected 16 of 31 variables for the total sample, with family members' depression as the strongest predictor (β=0.554), followed by disabled persons' suicidal ideation (β=0.425). Stratified LASSO analyses revealed that national basic livelihood beneficiary status was the strongest predictor for families with congenital disability (β=0.541), while family members' depression was the strongest predictor for families with acquired disability (β=0.562), demonstrating distinct predictive patterns by disability onset.</p><p><strong>Conclusion: </strong>These findings show that predictive factors differ substantially by disability onset type, indicating the need for tailored intervention approaches and offering an evidence-based foundation for targeted suicide prevention strategies.</p>","PeriodicalId":38949,"journal":{"name":"Osong Public Health and Research Perspectives","volume":" ","pages":"560-574"},"PeriodicalIF":1.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12824515/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145726513","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}
引用次数: 0
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Osong Public Health and Research Perspectives
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