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Mental health first aid certification's impact on Filipino nurses' ability to increase personal help-seeking behaviors, self-awareness of health changes, and improved self-connection. 心理健康急救认证对菲律宾护士提高个人求助行为、健康变化自我意识和改善自我联系能力的影响。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-24 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025064
Maria Elena Holguin, Brenda Marshall, Faith Atte, Katherine J Roberts

Background: Post COVID-19, almost 50% of nurses reported severe depression, and over 30% moderate to severe anxiety. Nurses from minority racial and ethnic backgrounds, including Filipino nurses, accounted for more than 54% of COVID-related deaths, despite comprising only 24.1% of the nursing workforce. Filipino nurses, making up only 1% of the U.S. population, comprise 4.5 % of the nursing workforce and face significant barriers to seeking mental health services, including stigma, a sense of shame, and adherence to cultural values that view mental illness as unacceptable.

Aim: To assess the impact of Mental Health First Aid (MHFA) certification among Filipino nurses to increase behaviors of help-seeking, self-care, and self-awareness of health changes.

Method: A quantitative, quasi-experimental pre- and post-survey design was employed.

Results: There was a significant increase in personal help-seeking behaviors, self-awareness of health changes, and self-connection among Filipino nurses (n = 52) post MHFA certification.

Conclusions: MHFA certification for Filipino nurses successfully increased the nurses' ability to seek help, improved awareness of personal health, and improved self-care behaviors.

背景:COVID-19后,近50%的护士报告严重抑郁,超过30%的护士报告中度至重度焦虑。来自少数种族和民族背景的护士,包括菲律宾护士,占covid - 19相关死亡人数的54%以上,尽管他们只占护理劳动力的24.1%。菲律宾护士仅占美国人口的1%,占护理人员的4.5%,在寻求心理健康服务方面面临重大障碍,包括耻辱、羞耻感和坚持认为精神疾病不可接受的文化价值观。目的:评估菲律宾护士心理健康急救(MHFA)认证对提高求助行为、自我护理行为和健康变化自我意识的影响。方法:采用定量、准实验的调查前后设计。结果:菲律宾籍护士(n = 52)在获得MHFA认证后,个人求助行为、健康变化自我意识和自我联系显著增加。结论:菲律宾护士MHFA认证成功地提高了护士寻求帮助的能力,提高了个人健康意识,改善了自我护理行为。
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引用次数: 0
Development and evaluation of a participatory ergonomic intervention for the reduction of work-related musculoskeletal disorders among nurses. 开发和评估参与式人体工程学干预,以减少护士工作相关的肌肉骨骼疾病。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-22 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025063
Guganesan Krishnanmoorthy, Rama Krishna, Faiz Baharudin, Mohd Amirul Asraf Shah Nizamuddin, Nik Hasmumthaj Nik Hassan, Mahmoud Danaee, Victor C W Hoe, Sanjay Rampal

Nurses are highly vulnerable to work-related musculoskeletal disorders (WMSD). This study evaluated the effects of a participatory ergonomic intervention on WMSD, sick absenteeism, and work performance among ward nurses. A multicomponent ergonomic training module, comprising educational ergonomics, health promotional activities, workstation adjustment, use of patient-assisted devices, and progressive muscle relaxation techniques, was developed based on a systematic review, focus group discussion, and discussion with ergonomic experts. A cluster quasi-experimental design was conducted, with nurses allocated into intervention (n = 45) and control (n = 30) groups, and follow-up across baseline, first, third-, and sixth-months post-intervention. The outcomes were assessed using the Nordic Musculoskeletal and Health and Work Performance Questionnaires. The intervention module was effective in reducing self-reported musculoskeletal symptoms among nurses across time, particularly neck pain [adjusted odds ratio (AOR) = 0.42, 95% CI 0.21-0.87], low back pain (AOR = 0.45, 95% CI 0.21-0.97), and shoulder pain (AOR = 0.38, 95% CI 0.17-0.88). However, the effects on relative absenteeism and relative presenteeism were only observed following adjusted analyses. While the ergonomic intervention was effective in reducing specific WMSDs among ward nurses, more research is required to delineate its potential application as a long-term strategy for addressing sick absenteeism and work performance.

护士非常容易患上与工作相关的肌肉骨骼疾病(WMSD)。本研究评估参与式人机工程学干预对病区护士WMSD、病假缺勤及工作表现的影响。基于系统回顾、焦点小组讨论和与人体工程学专家的讨论,开发了一个多组件人体工程学训练模块,包括教育人体工程学、健康促进活动、工作站调整、患者辅助设备的使用和渐进式肌肉放松技术。采用集群准实验设计,将护士分为干预组(n = 45)和对照组(n = 30),并在干预后的基线、第1个月、第3个月和第6个月进行随访。研究结果采用北欧肌肉骨骼和健康与工作绩效问卷进行评估。干预模块在减少护士自我报告的肌肉骨骼症状方面是有效的,特别是颈部疼痛[调整优势比(AOR) = 0.42, 95% CI 0.21-0.87]、腰痛(AOR = 0.45, 95% CI 0.21-0.97)和肩痛(AOR = 0.38, 95% CI 0.17-0.88)。然而,对相对缺勤率和相对出勤率的影响仅在调整分析后才观察到。虽然人体工程学干预在减少病房护士的特定wmsd方面是有效的,但需要更多的研究来描述其作为解决病假缺勤和工作绩效的长期战略的潜在应用。
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引用次数: 0
A systematic review and meta analysis on the effect of vitamin D in preeclampsia and gestational diabetes mellitus in pregnancy. 维生素D对妊娠期子痫前期和妊娠期糖尿病影响的系统回顾和meta分析。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-18 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025062
Martha Irene Kartasurya, Tomasina Stacey, Naintina Lisnawati, Andi Rispah Sulistianingsih

Background: Preeclampsia and gestational diabetes mellitus (GDM) are significant contributors to maternal and neonatal morbidity and mortality, particularly in low- and middle-income countries. Vitamin D might play a role in the pregnancy complication prevention. However, findings across studies remain inconsistent. In this review, we aimed to evaluate vitamin D deficiency effect on preeclampsia and GDM risks, and the effect of vitamin D supplementation during pregnancy in reducing preeclampsia and GDM incidences.

Methods: We followed the PRISMA guidelines and registered the protocol with PROSPERO (CRD42024609276). Database PubMed, Scopus, and EBSCO-Medline were used to search cohort and randomized controlled trial (RCT) studies published between 1993 and 2025. Two reviewers independently assessed the article quality with the Joanna Briggs Institute checklists and extracted data. Meta-analyses were performed using RevMan 5.4. The results were reported in pooled odds ratios (OR) or standardized mean differences (SMD) with 95% confidence intervals.

Results: A total of 52,372 participants from 24 studies were included in this review. Vitamin D supplementation appeared to reduce the preeclampsia risk by 42% (OR = 0.58; 95%CI: 0.43-0.78; I2 = 45%) and GDM by 45% (OR = 0.55; 95%CI: 0.36-0.87; I2 = 0%) in RCTs. Vitamin D supplementation is most effective in reducing the risk of recurrent preeclampsia in women with vitamin D deficiency. In cohort studies, vitamin D deficiency was associated with a higher risk of GDM (OR = 1.29; 95% CI: 1.16 to 1.43; I² = 7%), but was not significantly associated with preeclampsia (OR = 1.67; 95% CI: 0.92 to 3.01; I² = 85%).

Conclusion: Vitamin D supplementation in pregnancy, especially in the first trimester, decreased preeclampsia and GDM risks, while vitamin D deficiency in pregnancy increased GDM risk but not preeclampsia. These findings support the potential benefit of vitamin D supplementation in the routine antenatal care to improve pregnancy outcomes.

背景:子痫前期和妊娠期糖尿病(GDM)是孕产妇和新生儿发病率和死亡率的重要因素,特别是在低收入和中等收入国家。维生素D可能对预防妊娠并发症有一定作用。然而,研究结果仍然不一致。在这篇综述中,我们旨在评估维生素D缺乏对子痫前期和GDM风险的影响,以及妊娠期间补充维生素D对降低子痫前期和GDM发病率的影响。方法:我们遵循PRISMA指南,并在PROSPERO注册(CRD42024609276)。数据库PubMed、Scopus和EBSCO-Medline被用于检索1993年至2025年间发表的队列和随机对照试验(RCT)研究。两位审稿人用乔安娜布里格斯研究所的检查表独立评估了文章的质量,并提取了数据。采用RevMan 5.4进行meta分析。结果以合并优势比(OR)或标准化平均差异(SMD)报告,置信区间为95%。结果:来自24项研究的52,372名参与者被纳入本综述。在随机对照试验中,补充维生素D似乎使子痫前期风险降低42% (OR = 0.58; 95%CI: 0.43-0.78; I2 = 45%),使GDM风险降低45% (OR = 0.55; 95%CI: 0.36-0.87; I2 = 0%)。补充维生素D对于降低缺乏维生素D的妇女子痫前期复发的风险最为有效。在队列研究中,维生素D缺乏与GDM的高风险相关(OR = 1.29; 95% CI: 1.16至1.43;I²= 7%),但与先兆子痫无显著相关性(OR = 1.67; 95% CI: 0.92至3.01;I²= 85%)。结论:妊娠期补充维生素D,尤其是妊娠早期补充维生素D可降低子痫前期和GDM风险,而妊娠期缺乏维生素D可增加GDM风险,但不会增加子痫前期风险。这些发现支持在常规产前护理中补充维生素D以改善妊娠结局的潜在益处。
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引用次数: 0
Health effects of intermittent fasting and the role of artificial intelligence technologies in optimizing its clinical translation. 间歇性禁食对健康的影响以及人工智能技术在优化其临床转化中的作用。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-18 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025061
Chenghao Zhang, Lijun Chang, Yanqiu Huang, Yadan Xu, Wen Gu, Yang Yang, Hui Wang

As a non-pharmacological approach, Intermittent Fasting (IF) exhibits the capacity to boost health and counteract chronic diseases by regulating the metabolism, strengthening the cellular resistance to stress, and reshaping the immune microenvironment. The rapid progress of Artificial Intelligence (AI) technologies has greatly advanced our comprehension of IF's diverse health benefits. This review outlines AI's role in enhancing the exploration of IF's function in governing systemic health, clarifies the association between IF and health outcomes, and specifies AI's function in analyzing IF's impacts, which cover metabolic processes, cellular stress responses, disease prevention, and the development of personalized dietary strategies. By leveraging AI to integrate various omics datasets, the mechanisms through which IF prevents chronic diseases can be uncovered. This review discusses the challenges that AI faces in researching diet-related health mechanisms and presents an outlook on future developments. AI offers innovative methods to investigate IF's effects on chronic disease prevention, which could lay the foundation for more efficient strategies to support healthier and longer lifespans.

作为一种非药物方法,间歇性禁食(IF)通过调节新陈代谢、增强细胞对压力的抵抗力和重塑免疫微环境,显示出促进健康和对抗慢性疾病的能力。人工智能(AI)技术的快速发展极大地促进了我们对人工智能多种健康益处的理解。这篇综述概述了人工智能在加强探索干扰素在控制全身健康中的功能方面的作用,阐明了干扰素与健康结果之间的关系,并详细说明了人工智能在分析干扰素影响方面的功能,包括代谢过程、细胞应激反应、疾病预防和个性化饮食策略的发展。通过利用人工智能整合各种组学数据集,可以揭示IF预防慢性疾病的机制。本文讨论了人工智能在饮食相关健康机制研究中面临的挑战,并对未来的发展进行了展望。人工智能提供了创新的方法来研究IF对慢性疾病预防的影响,这可以为更有效的策略奠定基础,以支持更健康和更长的寿命。
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引用次数: 0
A link between problematic social media use and mental health in Greece: Sex and generation differences. 希腊有问题的社交媒体使用与心理健康之间的联系:性别和代际差异。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025060
Polyxeni Mangoulia, Aglaia Katsiroumpa, Zoe Katsiroumpa, Evmorfia Koukia, Parisis Gallos, Ioannis Moisoglou, Petros Galanis

Our study aimed to evaluate the association between problematic social media use and mental health. Additionally, we examined sex and generation differences. We performed a cross-sectional study in Greece using a convenience sample. Participants were divided into three generational cohorts: Generation Z (born 1997-2012), Millennials (born 1981-1996), and Generation X (born 1965-1980). To evaluate problematic social media use, we employed the Bergen Social Media Addiction Scale. Anxiety and depression were measured using the Patient Health Questionnaire-4, and the sleep quality was assessed with the Sleep Quality Scale. We developed multivariable linear regression models to control for confounding variables. Our findings revealed a positive correlation between problematic social media use and anxiety, which was unaffected by sex or generation. Additionally, a positive link was found between problematic social media use and depression, with a stronger association observed in Generation Z and Millennials. Moreover, our multivariable models indicated a negative relationship between problematic social media use and sleep quality, which was more pronounced among males and Millennials. In summary, our results underscore the link between problematic social media use and mental health issues. Policymakers, stakeholders, and healthcare professionals should devise and implement suitable interventions to mitigate the adverse effects of problematic social media use.

我们的研究旨在评估有问题的社交媒体使用与心理健康之间的关系。此外,我们还研究了性别和代际差异。我们在希腊使用方便样本进行了横断面研究。参与者被分为三个世代:Z世代(1997-2012年出生)、千禧一代(1981-1996年出生)和X世代(1965-1980年出生)。为了评估有问题的社交媒体使用,我们采用了卑尔根社交媒体成瘾量表。使用《患者健康问卷-4》测量焦虑和抑郁,使用《睡眠质量量表》评估睡眠质量。我们开发了多变量线性回归模型来控制混杂变量。我们的研究结果显示,有问题的社交媒体使用与焦虑之间存在正相关关系,这种关系不受性别或年龄的影响。此外,有问题的社交媒体使用与抑郁之间存在正相关,在Z世代和千禧一代中观察到的关联更强。此外,我们的多变量模型表明,有问题的社交媒体使用与睡眠质量之间存在负相关关系,这在男性和千禧一代中更为明显。总之,我们的研究结果强调了有问题的社交媒体使用与心理健康问题之间的联系。政策制定者、利益相关者和医疗保健专业人员应该设计和实施适当的干预措施,以减轻有问题的社交媒体使用的不利影响。
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引用次数: 0
Diagnostic value of combined CT artificial intelligence (AI) system and lung cancer biomarkers in pulmonary nodule evaluation. CT人工智能系统与肺癌生物标志物联合评价肺结节的诊断价值。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025059
Lile Wang, Shuying You, Jianyi Zhou, Mo Liang, Ruicheng Hu
<p><strong>Objective: </strong>To analyze the diagnostic value of a Computed Tomography (CT) artificial intelligence (AI) system combined with lung cancer biomarkers for pulmonary nodules.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on 200 patients with pulmonary nodules treated at our hospital from February 2021 to January 2025. Based on pathological results, patients were divided into a benign group and a malignant group. The two groups were compared in terms of baseline data and lung cancer biomarkers, including carcinoembryonic antigen (CEA), neuron-specific enolase (NSE), cytokeratin 19 fragment 21-1 (CYFRA 21-1), squamous cell carcinoma antigen (SCCA), and pro-gastrin-releasing peptide (ProGRP). The sensitivity, specificity, accuracy, misdiagnosis rate, and missed diagnosis rate of the CT/AI system alone and in combination with lung cancer biomarkers were analyzed.</p><p><strong>Results: </strong>There were no statistically significant differences between the benign group (134 cases) and malignant group (66 cases) regarding sex, lobulation sign, spiculation sign, solitary pulmonary nodule (SPN), or mean CT value (P > 0.05). However, the benign group had significantly lower age, years of smoking, chronic lung disease, pure ground-glass nodules (pGGN), nodule diameter, irregular nodules, bronchial changes, and vascular changes compared to the malignant group (P < 0.05). Levels of CEA, NSE, CYFRA 21-1, SCCA, and ProGRP were also significantly lower in the benign group than in the malignant group (P < 0.05). Taking pathology as the reference standard, the CT/AI system alone had a sensitivity of 71.21% (47/66), specificity of 85.07% (114/134), accuracy of 80.50% (161/200), misdiagnosis rate of 19.50% (39/200), and missed diagnosis rate of 28.79% (19/66). In contrast, the CT/AI system combined with lung cancer biomarkers had a sensitivity of 92.42% (61/66), specificity of 93.28% (125/134), accuracy of 93.00% (186/200), misdiagnosis rate of 7.00% (14/200), and missed diagnosis rate of 7.58% (5/66), with all diagnostic parameters significantly improved compared with the CT/AI system alone (P < 0.05). Logistic regression analysis showed that age, smoking for >20 years, chronic lung disease, nodule diameter, irregular nodules, bronchial changes, vascular changes, NSE, CYFRA 21-1, and SCCA were all risk factors for malignant pulmonary nodules (P < 0.05). Receiver operating characteristic (ROC) curve analysis demonstrated that age, nodule type, chronic lung disease, nodule morphology, bronchial changes, and vascular changes had modest value for predicting malignant pulmonary nodules, with AUCs of 0.586, 0.750, 0.707, 0.601, 0.580, and 0.565, respectively. Smoking, nodule diameter, CEA, NSE, CYFRA 21-1, SCCA, and ProGRP had better predictive value, with AUCs of 0.840, 0.944, 0.958, 0.922, 0.856, 0.978, and 0.990, respectively. The combined diagnosis of all indicators achieved an AUC of 0.993.</p><p><strong>Conclusion: </strong
目的:分析计算机断层扫描(CT)人工智能(AI)系统联合肺癌生物标志物对肺结节的诊断价值。方法:对我院2021年2月至2025年1月收治的200例肺结节患者进行回顾性分析。根据病理结果将患者分为良性组和恶性组。两组在基线数据和肺癌生物标志物方面进行比较,包括癌胚抗原(CEA)、神经元特异性烯醇化酶(NSE)、细胞角蛋白19片段21-1 (CYFRA 21-1)、鳞状细胞癌抗原(SCCA)和胃泌素释放前肽(ProGRP)。分析CT/AI系统单独及联合肺癌生物标志物的敏感性、特异性、准确性、误诊率、漏诊率。结果:良性组(134例)与恶性组(66例)在性别、分叶征、毛刺征、孤立性肺结节(SPN)、CT均值等方面比较,差异均无统计学意义(P < 0.05)。良性组年龄、吸烟年限、慢性肺病、纯磨玻璃结节(pGGN)、结节直径、不规则结节、支气管改变、血管改变均明显低于恶性组(P < 0.05)。良性组CEA、NSE、CYFRA 21-1、SCCA、ProGRP水平均显著低于恶性组(P < 0.05)。以病理为参考标准,单独CT/AI系统的敏感性为71.21%(47/66),特异性为85.07%(114/134),准确率为80.50%(161/200),误诊率为19.50%(39/200),漏诊率为28.79%(19/66)。CT/AI系统联合肺癌生物标志物的敏感性为92.42%(61/66),特异性为93.28%(125/134),准确率为93.00%(186/200),误诊率为7.00%(14/200),漏诊率为7.58%(5/66),各项诊断参数均较单独使用CT/AI系统有显著提高(P < 0.05)。Logistic回归分析显示,年龄、吸烟50 ~ 20年、慢性肺病、结节直径、不规则结节、支气管改变、血管改变、NSE、CYFRA 21-1、SCCA是发生恶性肺结节的危险因素(P < 0.05)。受试者工作特征(ROC)曲线分析显示,年龄、结节类型、慢性肺病、结节形态、支气管改变和血管改变对肺恶性结节的预测具有中等价值,auc分别为0.586、0.750、0.707、0.601、0.580和0.565。吸烟、结节直径、CEA、NSE、CYFRA 21-1、SCCA、ProGRP具有较好的预测价值,auc分别为0.840、0.944、0.958、0.922、0.856、0.978、0.990。综合诊断各指标的AUC为0.993。结论:CT/AI系统联合肺癌生物标志物对诊断肺结节的性质具有较高的敏感性和特异性。此外,恶性肺结节的发生与年龄、吸烟、慢性肺部疾病等因素显著相关。
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引用次数: 0
Dietary determinants and public health implications of obesity in the Aseer region, Saudi Arabia. 沙特阿拉伯阿西尔地区肥胖的饮食决定因素和公共健康影响
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-11 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025058
Ali Mohieldin

Background and objectives: Obesity has emerged as a major public health concern in Saudi Arabia, driven by rapid lifestyle transitions and dietary changes. This study aimed to assess the prevalence and risk factors of obesity among adults in the Aseer region.

Methods and study design: A cross-sectional study was conducted among 430 adults residing in the Aseer region. Data was collected through an online self-administered questionnaire, including sociodemographic factors, dietary intake, and lifestyle habits. Statistical analyses included descriptive statistics, chi-square tests, and logistic regression to examine associations with obesity (BMI ≥ 30 kg/m²).

Results: Among participants, 25.3% were obese, and 48.1% were overweight. Obesity was significantly associated with female gender (73.4% of the obese group), age ≥ 36 years, and marital status (p < 0.05). Frequent consumption of sugary foods and physical inactivity also emerged as significant predictors. Logistic regression revealed female gender, being single, and a lack of physical activity as independent predictors of obesity (p < 0.05).

Conclusions: Obesity prevalence in Aseer is substantial, particularly among women and older adults. Tailored interventions that promote physical activity should be prioritized, and although frequent sugary food intake was associated with obesity in bivariate analysis, this relationship did not remain statistically significant in the multivariate model and should therefore be interpreted with caution.

背景和目的:由于生活方式的快速转变和饮食的改变,肥胖已成为沙特阿拉伯的一个主要公共卫生问题。本研究旨在评估亚洲地区成年人肥胖的患病率和危险因素。方法和研究设计:对居住在亚洲地区的430名成年人进行了横断面研究。数据通过在线自我管理问卷收集,包括社会人口因素、饮食摄入和生活习惯。统计分析包括描述性统计、卡方检验和logistic回归,以检验与肥胖(BMI≥30 kg/m²)的关系。结果:参与者中25.3%为肥胖,48.1%为超重。肥胖与女性(占肥胖组的73.4%)、年龄≥36岁、婚姻状况相关(p < 0.05)。频繁食用含糖食物和缺乏运动也是重要的预测因素。Logistic回归分析显示,女性、单身、缺乏体育锻炼是肥胖的独立预测因素(p < 0.05)。结论:亚洲地区的肥胖患病率很高,尤其是在女性和老年人中。应优先考虑促进身体活动的量身定制的干预措施,尽管在双变量分析中,频繁摄入含糖食物与肥胖有关,但在多变量模型中,这种关系在统计上并不显著,因此应谨慎解释。
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引用次数: 0
Beyond a digital habit: Socio-ecological perspectives on social media disorder among Indonesian college students. 超越数字习惯:印尼大学生社交媒体紊乱的社会生态学视角。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-11-27 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025057
Ulfi Hida Zainita, Evi Martha, Tiara Amelia, Dewi Safitri

Background: In Indonesia, with a total population of 278.7 million, it was recorded that almost half the population were social media users (49.9%) in 2024. Studies from various sources report that passive and excessive use of social media, especially in the student age category, is a trigger for Social Media Disorder (SMD). However, research examining the socio-cultural factors of SMD is lacking, especially in the Indonesian context. Thus, in this study, we aimed to explore the phenomenon of SMD to reveal the social and cultural aspects among college students.

Methods: We conducted a qualitative case study, and data were obtained using semi-structured online interviews conducted in April-June 2025. A total of 12 informants (Code: I 1-12) aged 18-22 years scored 5-9 using the SMD scale from 12 faculties at the Universitas Indonesia. The data was collected through semi-structured online interviews. The data were analyzed using reflexive thematic analysis.

Results: All participants had accounts on WhatsApp, LINE, Instagram, TikTok, X (formerly Twitter), and YouTube. Nine common subthemes were identified across participants: (1) 'Duration of social media use', (2) 'The second accounts of Instagram', (3) 'Each social media has different motivation uses', (4) 'Passive activity on social media', (5) 'Importance of peer groups', (6) 'Lack of openness toward parents', (7) 'Collective efficacy gives courage to speak up', (8) 'Social etiquette is a must', and (9) 'The shifting of cultural value during social media use'.

Conclusion: Social media use among students was deeply embedded in their academic routines, emotional coping strategies, and social navigation. Ultimately, addressing SMD requires a shift from simplistic models of addiction toward a more nuanced understanding that integrates cultural context, peer dynamics, and emotional well-being.

背景:印度尼西亚总人口为2.787亿,据记录,到2024年,几乎一半的人口是社交媒体用户(49.9%)。来自各种来源的研究报告称,被动和过度使用社交媒体,特别是在学生年龄段,是社交媒体障碍(SMD)的诱因。然而,研究SMD的社会文化因素是缺乏的,特别是在印度尼西亚的背景下。因此,在本研究中,我们的目的是探讨SMD现象,以揭示大学生的社会和文化方面。方法:采用定性案例研究,数据来源于2025年4 - 6月进行的半结构化在线访谈。共有12名来自印度尼西亚大学12个院系的18-22岁的告密者(代码:1-12)使用SMD量表获得5-9分。数据是通过半结构化的在线访谈收集的。数据分析采用自反性主题分析。结果:所有参与者都有WhatsApp、LINE、Instagram、TikTok、X(以前的Twitter)和YouTube的账户。参与者确定了九个共同的副主题:(1)“社交媒体使用的持续时间”,(2)“Instagram的第二个账户”,(3)“每种社交媒体都有不同的动机用途”,(4)“社交媒体上的被动活动”,(5)“同伴群体的重要性”,(6)“对父母缺乏开放性”,(7)“集体效能给予勇气说话”,(8)“社交礼仪是必须的”,以及(9)“社交媒体使用过程中文化价值的转变”。结论:学生的社交媒体使用深深地嵌入到他们的学习习惯、情绪应对策略和社交导航中。最终,解决SMD需要从简单的成瘾模型转向更细致入微的理解,将文化背景、同伴动态和情感健康结合起来。
{"title":"Beyond a digital habit: Socio-ecological perspectives on social media disorder among Indonesian college students.","authors":"Ulfi Hida Zainita, Evi Martha, Tiara Amelia, Dewi Safitri","doi":"10.3934/publichealth.2025057","DOIUrl":"10.3934/publichealth.2025057","url":null,"abstract":"<p><strong>Background: </strong>In Indonesia, with a total population of 278.7 million, it was recorded that almost half the population were social media users (49.9%) in 2024. Studies from various sources report that passive and excessive use of social media, especially in the student age category, is a trigger for Social Media Disorder (SMD). However, research examining the socio-cultural factors of SMD is lacking, especially in the Indonesian context. Thus, in this study, we aimed to explore the phenomenon of SMD to reveal the social and cultural aspects among college students.</p><p><strong>Methods: </strong>We conducted a qualitative case study, and data were obtained using semi-structured online interviews conducted in April-June 2025. A total of 12 informants (Code: I 1-12) aged 18-22 years scored 5-9 using the SMD scale from 12 faculties at the Universitas Indonesia. The data was collected through semi-structured online interviews. The data were analyzed using reflexive thematic analysis.</p><p><strong>Results: </strong>All participants had accounts on WhatsApp, LINE, Instagram, TikTok, X (formerly Twitter), and YouTube. Nine common subthemes were identified across participants: (1) 'Duration of social media use', (2) 'The second accounts of Instagram', (3) 'Each social media has different motivation uses', (4) 'Passive activity on social media', (5) 'Importance of peer groups', (6) 'Lack of openness toward parents', (7) 'Collective efficacy gives courage to speak up', (8) 'Social etiquette is a must', and (9) 'The shifting of cultural value during social media use'.</p><p><strong>Conclusion: </strong>Social media use among students was deeply embedded in their academic routines, emotional coping strategies, and social navigation. Ultimately, addressing SMD requires a shift from simplistic models of addiction toward a more nuanced understanding that integrates cultural context, peer dynamics, and emotional well-being.</p>","PeriodicalId":45684,"journal":{"name":"AIMS Public Health","volume":"12 4","pages":"1128-1145"},"PeriodicalIF":2.7,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12795767/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145971332","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
Factors associated with hypoalbuminemia and malnutrition risk in older inpatients: A detailed analysis of demographic and clinical characteristics. 老年住院患者低白蛋白血症和营养不良风险相关因素:人口学和临床特征的详细分析
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-11-24 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025056
Tran Thi Phuong Lan, Pham Van Phu, Le Thi Huong, Le Xuan Hung, Nguyen Quang Dung

Malnutrition and hypoalbuminemia are critical health challenges among hospitalized older adults, contributing to increased morbidity, prolonged hospital stays, and higher mortality risks. In this cross-sectional study, we aimed to determine the prevalence and factors associated with hypoalbuminemia and malnutrition risk in older inpatients at Military Hospital 354, Hanoi, Vietnam, from January-June 2025. A total of 264 patients aged 65 and older were recruited from geriatric, internal medicine, and rehabilitation wards. Hypoalbuminemia was defined as serum albumin levels <35 g/L, and malnutrition risk was assessed using the Mini Nutritional Assessment-Short Form (MNA-SF; score < 12). Data on demographic (age, sex, education, cohabitation) and clinical/biochemical factors (primary diagnosis, hemoglobin, lymphocyte, zinc, ferritin) were collected within 48 hours of admission. The prevalence of hypoalbuminemia was 33.0%, and 73.5% of patients were malnourished or at risk of malnutrition. Multivariable logistic regression identified older age (AOR 1.09, 95% CI 1.01-1.18) and male sex (AOR 2.17, 95% CI 1.14-4.17) as significant factors associated with malnutrition risk, while female sex was protective for both hypoalbuminemia (AOR 0.48, 95% CI 0.27-0.86) and malnutrition risk (AOR 0.46, 95% CI 0.24-0.88). Higher lymphocyte counts were associated with hypoalbuminemia (AOR 1.24, 95% CI 1.00-1.53). Spearman's correlations revealed strong positive associations between zinc and ferritin (r = 0.74, p < 0.01) and negative correlations of age with zinc (r = -0.43) and ferritin (r = -0.33). These findings highlight the high burden of nutritional deficits in Vietnam's older inpatients and underscore the need for routine MNA-SF and albumin screening to guide early interventions, particularly targeting micronutrient deficiencies in resource-constrained settings.

营养不良和低白蛋白血症是住院老年人面临的重大健康挑战,导致发病率增加、住院时间延长和死亡风险增加。在这项横断面研究中,我们旨在确定2025年1月至6月越南河内354军事医院老年住院患者低白蛋白血症和营养不良风险的患病率和相关因素。共有264名65岁及以上的患者从老年科、内科和康复病房招募。低白蛋白血症被定义为血清白蛋白水平(AOR 1.09, 95% CI 1.01-1.18)和男性性别(AOR 2.17, 95% CI 1.14-4.17)是与营养不良风险相关的重要因素,而女性性别对低白蛋白血症(AOR 0.48, 95% CI 0.27-0.86)和营养不良风险(AOR 0.46, 95% CI 0.24-0.88)均具有保护作用。较高的淋巴细胞计数与低白蛋白血症相关(AOR 1.24, 95% CI 1.00-1.53)。Spearman相关性显示,锌与铁蛋白呈显著正相关(r = 0.74, p < 0.01),年龄与锌(r = -0.43)和铁蛋白呈显著负相关(r = -0.33)。这些发现强调了越南老年住院患者营养缺乏的高负担,并强调了常规MNA-SF和白蛋白筛查的必要性,以指导早期干预,特别是针对资源受限环境中的微量营养素缺乏。
{"title":"Factors associated with hypoalbuminemia and malnutrition risk in older inpatients: A detailed analysis of demographic and clinical characteristics.","authors":"Tran Thi Phuong Lan, Pham Van Phu, Le Thi Huong, Le Xuan Hung, Nguyen Quang Dung","doi":"10.3934/publichealth.2025056","DOIUrl":"10.3934/publichealth.2025056","url":null,"abstract":"<p><p>Malnutrition and hypoalbuminemia are critical health challenges among hospitalized older adults, contributing to increased morbidity, prolonged hospital stays, and higher mortality risks. In this cross-sectional study, we aimed to determine the prevalence and factors associated with hypoalbuminemia and malnutrition risk in older inpatients at Military Hospital 354, Hanoi, Vietnam, from January-June 2025. A total of 264 patients aged 65 and older were recruited from geriatric, internal medicine, and rehabilitation wards. Hypoalbuminemia was defined as serum albumin levels <35 g/L, and malnutrition risk was assessed using the Mini Nutritional Assessment-Short Form (MNA-SF; score < 12). Data on demographic (age, sex, education, cohabitation) and clinical/biochemical factors (primary diagnosis, hemoglobin, lymphocyte, zinc, ferritin) were collected within 48 hours of admission. The prevalence of hypoalbuminemia was 33.0%, and 73.5% of patients were malnourished or at risk of malnutrition. Multivariable logistic regression identified older age (<i>AOR</i> 1.09, 95% <i>CI</i> 1.01-1.18) and male sex (<i>AOR</i> 2.17, 95% <i>CI</i> 1.14-4.17) as significant factors associated with malnutrition risk, while female sex was protective for both hypoalbuminemia (<i>AOR</i> 0.48, 95% <i>CI</i> 0.27-0.86) and malnutrition risk (<i>AOR</i> 0.46, 95% <i>CI</i> 0.24-0.88). Higher lymphocyte counts were associated with hypoalbuminemia (<i>AOR</i> 1.24, 95% <i>CI</i> 1.00-1.53). Spearman's correlations revealed strong positive associations between zinc and ferritin (<i>r</i> = 0.74, <i>p</i> < 0.01) and negative correlations of age with zinc (<i>r</i> = -0.43) and ferritin (<i>r</i> = -0.33). These findings highlight the high burden of nutritional deficits in Vietnam's older inpatients and underscore the need for routine MNA-SF and albumin screening to guide early interventions, particularly targeting micronutrient deficiencies in resource-constrained settings.</p>","PeriodicalId":45684,"journal":{"name":"AIMS Public Health","volume":"12 4","pages":"1115-1127"},"PeriodicalIF":2.7,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12795770/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145971227","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
The association between PM2.5 level and respiratory tract infections among children: A cross-sectional study. PM2.5水平与儿童呼吸道感染之间的关系:一项横断面研究。
IF 2.7 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-11-18 eCollection Date: 2025-01-01 DOI: 10.3934/publichealth.2025055
Hari Krismanuel, Purnamawati Tjhin
<p><strong>Background: </strong>PM<sub>2.5</sub> is a key air pollutant that contributes to respiratory morbidity, especially in children. In Jakarta, Indonesia, PM<sub>2.5</sub> levels often exceed safe thresholds. This study contributes local evidence from Indonesia, where research on the health effects of PM<sub>2.5</sub> in children remains limited. To address this gap in the existing literature, particularly within the Indonesian context, this study offers novel insights by specifically investigating the association between ambient PM<sub>2.5</sub> exposure and respiratory tract infections (RTIs) in school-aged children and further exploring this association within male and female subgroups, an aspect that has received limited attention in this setting.</p><p><strong>Objective: </strong>This study aims to assess the association between ambient PM<sub>2.5</sub> exposure and RTIs in school-aged children, and to explore this association within male and female subgroups.</p><p><strong>Methods: </strong>This cross-sectional study was conducted among 107 children aged 6-12 years from two elementary schools: one in Jakarta (high PM<sub>2.5</sub> exposure) and one in Bandung (low PM<sub>2.5</sub> exposure). Data on PM<sub>2.5</sub> levels were obtained from local air quality monitoring. RTI symptoms were assessed through structured interviews and physical examination. Participants were selected using random sampling. Chi-square tests and effect size calculations (phi coefficient) were used to compare groups. Potential confounders such as age, gender, and household smoke exposure were minimized through inclusion/exclusion criteria and the selection of demographically and environmentally similar school communities. Multiple binary logistic regression adjusting for confounders was also performed to assess the independent association between PM<sub>2.5</sub> exposure and RTIs.</p><p><strong>Results: </strong>The Chi-square test indicated a significant association between PM<sub>2.5</sub> levels and the occurrence of RTI (χ² = 22.154, df = 1, p < 0.001, φ = 0.475). Given the potential low expected counts in some cells, the statistical significance was further evaluated using Fisher's Exact Test, which also showed a significant association (p < 0.001). The prevalence of RTI was significantly higher in the high exposure group (71.43%) compared to the low exposure group (25.86%) (p < 0.001). Further analysis did not reveal significant differences in the proportion of each age group between the high and low PM<sub>2.5</sub> exposure groups [χ²(1) = 0.093, p = 0.761]. Similarly, no significant differences were found in the proportion of gender between the high and low PM<sub>2.5</sub> exposure groups [χ²(1) = 1.611, p = 0.204] in the total sample. Likewise, there were no significant differences in the proportion of RTI across different age groups [χ²(6) = 5.327, p = 0.503] or between genders [χ²(1) = 0.008, p = 0.928] in the total sample. However, further ana
背景:PM2.5是导致呼吸道疾病,尤其是儿童呼吸道疾病的主要空气污染物。在印度尼西亚雅加达,PM2.5水平经常超过安全阈值。这项研究提供了来自印度尼西亚的当地证据,在那里,关于PM2.5对儿童健康影响的研究仍然有限。为了解决现有文献中的这一空白,特别是在印度尼西亚的背景下,本研究通过专门调查环境PM2.5暴露与学龄儿童呼吸道感染(RTIs)之间的关系,并进一步探索男性和女性亚组之间的关系,提供了新的见解,这方面在该环境中受到的关注有限。目的:本研究旨在评估环境PM2.5暴露与学龄儿童呼吸道感染之间的关系,并在男性和女性亚组中探讨这种关系。方法:本横断面研究对来自两所小学的107名6-12岁儿童进行了研究:一所在雅加达(高PM2.5暴露),另一所在万隆(低PM2.5暴露)。PM2.5水平的数据来自当地的空气质量监测。通过结构化访谈和体格检查评估RTI症状。参与者采用随机抽样的方式进行选择。采用卡方检验和效应量计算(phi系数)进行组间比较。通过纳入/排除标准和选择人口统计学和环境相似的学校社区,将年龄、性别和家庭吸烟暴露等潜在混杂因素降至最低。还对混杂因素进行了多重二元logistic回归调整,以评估PM2.5暴露与rti之间的独立关联。结果:卡方检验显示PM2.5水平与RTI的发生有显著相关性(χ 2 = 22.154, df = 1, p < 0.001, φ = 0.475)。考虑到某些细胞中潜在的低预期计数,使用Fisher精确检验进一步评估统计显著性,也显示了显著的相关性(p < 0.001)。高暴露组RTI患病率(71.43%)明显高于低暴露组(25.86%)(p < 0.001)。进一步分析未发现PM2.5高暴露组和低暴露组各年龄组的比例有显著差异[χ²(1)= 0.093,p = 0.761]。同样,在总样本中,PM2.5高暴露组和低暴露组之间的性别比例也没有显著差异[χ²(1)= 1.611,p = 0.204]。同样,不同年龄组的RTI比例[χ²(6)= 5.327,p = 0.503]和性别之间的RTI比例[χ²(1)= 0.008,p = 0.928]在总样本中也没有显著差异。然而,进一步分析PM2.5暴露与性别亚组RTI之间的关系发现,在男性儿童[χ²(1)= 10.873,p = 0.001]和女性儿童[χ²(1)= 11.755,p = 0.001]中存在显著关联。估计患病率(PR)为2.76 (95% CI: 1.68-4.54),表明PM2.5高暴露区儿童的RTI患病率约为低暴露区儿童的2.76倍。绝对患病率差异(PD)为45.57% (95% CI: 25.9% ~ 65.2%)。二元logistic回归分析显示,高PM2.5暴露组儿童发生RTI的几率显著高于对照组(OR = 7.167, 95% CI: 3.050-16.837, p < 0.001)。进一步分析产妇社会经济因素与PM2.5暴露和RTI发生之间的关系,发现没有统计学上显著的关系。卡方检验显示,产妇受教育程度(低与中)与PM2.5暴露组之间无显著相关性[χ²(1)= 0.045,p = 0.833],产妇职业(蓝领与半职业)与PM2.5暴露组之间无显著相关性[χ²(1)= 0.006,p = 0.937]。同样,母亲受教育程度与RTI之间无显著相关性[χ²(1)= 0.233,p = 0.629],母亲职业与RTI之间无显著相关性[χ²(1)= 0.447,p = 0.504]。至关重要的是,在多变量logistic回归模型中调整了包括性别、年龄、母亲教育程度和母亲职业在内的潜在混杂因素后,PM2.5高暴露儿童发生RTI的几率仍然显著较高(调整后OR = 7.883, 95% CI: 3.228-19.250, p < 0.001)。结论:暴露于PM2.5水平较高的儿童呼吸道感染明显更多。这些发现突出表明,有必要在受污染的城市地区采取有针对性的公共卫生干预措施。这项研究是第一个在印度尼西亚背景下量化这种关联的研究之一,并为未来的研究提供了一种新开发和验证的仪器(RAAEC-C仪器)。这些发现应被解释为初步证据,需要在未来的纵向研究中重复,才能得出确定的结论。 需要使用纵向设计进行进一步研究,以了解PM2.5暴露对儿童呼吸系统健康的长期影响,并为适当的缓解策略提供信息。
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