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Developing a short standard questionnaire for assessing work organization hazards: the Healthy Work Survey (HWS). 制定用于评估工作组织危害的简短标准问卷:健康工作调查。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e7
BongKyoo Choi, Youngju Seo

Background: At present, no short standard questionnaire exists for assessing and comparing major work organization hazards in the workplaces of the United States.

Methods: We conducted a series of psychometric tests (content validity, factor analysis, differential-item functioning analysis, reliability, and concurrent validity) to validate and identify core items and scales for major work organization hazards using the data from the 2002-2014 General Social Surveys (GSSs), including the Quality of Worklife (QWL) questionnaire. In addition, an extensive literature review was undertaken to find other major work organization hazards which were not addressed in the GSS.

Results: Although the overall validity of the GSS-QWL questionnaire was satisfactory in the psychometric tests, some GSS-QWL items of work-family conflict, psychological job demands, job insecurity, use of skills on the job, and safety climate scales appeared to be weak. In the end, 33 questions (31 GSS-QWL and 2 GSS) were chosen as the least, but best validated core questions and included in a new short standard questionnaire (called the Healthy Work Survey [HWS]). And their national norms were established for comparisons. Furthermore, based on the literature review, fifteen more questions for assessing other significant work organization hazards (e.g., lack of scheduling control, emotional demands, electronic surveillance, wage theft) were included in the new questionnaire. Thus, the HWS includes 48 questions in total for assessing traditional and emerging work organization hazards, which covers seven theoretical domains: work schedule/arrangement, control, support, reward, demands, safety, and justice.

Conclusions: The HWS is a short standard questionnaire for assessing work organization hazards which can be used as a first step toward the risk management of major work organization hazards in the workplaces of the US.

背景:目前,美国还没有一份简短的标准问卷来评估和比较美国工作场所的主要工作组织危害。方法:利用2002-2014年《综合社会调查》(gss)和《工作生活质量问卷》(QWL)的数据,进行了一系列心理测量测试(内容效度、因子分析、差异项目功能分析、信度和并发效度),验证和识别了主要工作组织危害的核心项目和量表。此外,还进行了广泛的文献综述,以发现GSS中未解决的其他主要工作组织危害。结果:虽然GSS-QWL问卷在心理测试中的总体效度是令人满意的,但GSS-QWL问卷中工作-家庭冲突、心理工作需求、工作不安全感、工作技能使用和安全气候量表的部分效度较弱。最后,33个问题(31个GSS- qwl和2个GSS)被选为最少但最有效的核心问题,并被纳入一个新的短标准问卷(称为健康工作调查[HWS])。他们的国家标准是为了比较而建立的。此外,在文献回顾的基础上,新问卷还增加了15个评估其他重大工作组织危害的问题(如缺乏调度控制、情感需求、电子监控、工资盗窃)。因此,HWS总共包括48个问题,用于评估传统的和新兴的工作组织危害,涵盖七个理论领域:工作时间表/安排、控制、支持、奖励、需求、安全和正义。结论:HWS是一份用于评估工作组织危害的简短标准问卷,可作为美国工作场所主要工作组织危害风险管理的第一步。
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引用次数: 0
Problems and suggested improvement plans for occupational health service in Korea. 韩国职业卫生服务存在的问题及改进建议。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e10
Dongmug Kang
The purpose of this paper was to review the problems relating to Korea’s occupational health services and suggest ways to improve them. Korea can be classified as a welfare state type of conservative corporatism partially interwoven with liberalism. While experiencing compressed economic growth, the economic sectors of developed (excess areas) and developing (deficient areas) countries are interwoven. Therefore, it is necessary to perfect conservative corporatism along with a complementary reinforcement of liberal contents and to apply a multilayered approach focusing on complementing the deficient areas. It is essential to form a national representative indicator related to occupational health, and a strategy for selection and concentration is needed. The proposed central indicator is the occupational health coverage rate (OHCR), which is the number of workers who have applied for mandatory occupational health services under the Occupational Safety and Health Act in the numerator with the total working population in the denominator. This paper proposes ways to raise the OHCR, which is currently at the level of 25%–40%, to 70%–80%, which is the level of Japan, Germany, and France. To achieve this target, it is necessary to focus on small businesses and vulnerable workers. This is an area of market failure and requires the active input of community-oriented public resources. For access to larger workplaces, the marketability of services should be strengthened and personal intervention using digital health resources should be actively attempted. Taking a national perspective, work environment improvement committees with tripartite (labor, management, and government) participation for improvement of the working environment need to be established at the center and in the regions. Through this, prevention funds linked to industrial accident compensation and prevention could be used efficiently. A national chemical substance management system must be established to monitor the health of workers and the general public.
本文的目的是审查与韩国职业卫生服务有关的问题,并提出改进办法。韩国可以被归类为与自由主义部分交织的保守社团主义的福利国家。发达国家(过剩地区)和发展中国家(不足地区)的经济部门在经历压缩经济增长的同时相互交织。因此,有必要在完善保守社团主义的同时补充强化自由主义内容,并采取以补充不足领域为重点的多层次方法。必须形成与职业健康有关的具有全国代表性的指标,并需要制定选择和集中战略。拟议的中心指标是职业健康覆盖率(OHCR),即根据《职业安全和健康法》申请强制性职业健康服务的工人人数为分子,工作人口总数为分母。本文提出了将人权高专率从目前的25%-40%提高到日本、德国和法国的70%-80%的方法。要实现这一目标,必须把重点放在小企业和弱势工人身上。这是一个市场失灵的领域,需要以社区为导向的公共资源的积极投入。为了获得更大的工作场所,应加强服务的市场化,并积极尝试利用数字卫生资源进行个人干预。从全国的角度来看,为了改善工作环境,有必要在中央和地方建立劳资政三方参与的工作环境改善委员会。通过这种方式,与工伤事故赔偿和预防相关的预防资金可以得到有效利用。必须建立国家化学物质管理制度,监测工人和公众的健康。
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引用次数: 0
Relationship between shellfish consumption and urinary phthalate metabolites: Korean National Environmental Health Survey (KoNEHS) cycle 3 (2015-2017). 贝类消费与尿邻苯二甲酸盐代谢物的关系:韩国国家环境健康调查(KoNEHS)周期3(2015-2017)。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e2
Jisoo Kang, Seong-Yong Cho, Jinseok Kim, Seongyong Yoon, Jong-Min An, Gayoung Kim, Si Young Kim

Background: Phthalates are endocrine disrupting chemicals that are widely used in the production of items of daily life such as in polyvinylchloride plastics, insecticides, and medical devices. This study aimed to determine the association between phthalate exposure and shellfish consumption using data from the Korean National Environmental Health Survey (KoNEHS) cycle 3 (2015-2017), which is a nationally representative survey.

Methods: In this study, we analyzed the KoNEHS cycle 3 data of 3,333 (1,526 men and 1,807 women) adults aged more than 19 years. Data related to the variables of sociodemographic factors, health-related behaviors, dietary factors, seafood consumption frequency, and urinary phthalate metabolites concentrations were collected. The concentrations of urinary phthalate metabolites of all the participants were divided into quartiles to define high and low concentration groups based on the 75th percentile concentration. A χ2 test was conducted to analyze the distribution of independent variables. To analyze the relationship between shellfish consumption and phthalate exposure, the odds ratios (ORs) were calculated using logistic regression analysis.

Results: Total adults with shellfish consumption frequency of over once a week showed the following adjusted ORs for high concentrations of the following metabolites compared with the group that consumed shellfish once a week or less: 1.43 (95% confidence interval [CI]: 1.01-2.06) for mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP), 1.43 (95% CI: 1.01-2.03) for mono-(2-ethyl-5-carboxypentyl) phthalate (MECPP), 1.57 (95% CI: 1.10-2.24) for ∑di-2-ethylhexyl phthalate (∑DEHP), 2.01 (95% CI: 1.46-2.77) for mono-carboxyoctyl phthalate (MCOP), 1.56 (95% CI: 1.11-2.18) for mono-carboxy-isononly phthalate (MCNP), and 2.57 (95% CI: 1.85-3.56) for mono (3-carboxypropyl) phthalate (MCPP).

Conclusions: The concentrations of urinary phthalate metabolites (MEOHP, MECPP, ∑DEHP, MCOP, MCNP, and MCPP) were higher in adults with a higher frequency of shellfish consumption.

背景:邻苯二甲酸盐是一种内分泌干扰化学物质,广泛应用于聚氯乙烯塑料、杀虫剂和医疗器械等日常生活用品的生产中。本研究旨在利用韩国国家环境健康调查(KoNEHS)周期3(2015-2017)的数据确定邻苯二甲酸盐暴露与贝类消费之间的关系,这是一项具有全国代表性的调查。方法:在本研究中,我们分析了3333名(1526名男性和1807名女性)19岁以上成年人的KoNEHS周期3数据。收集与社会人口因素、健康相关行为、饮食因素、海鲜消费频率和尿邻苯二甲酸盐代谢物浓度相关的变量数据。所有参与者的尿邻苯二甲酸盐代谢物浓度被分为四分位数,以第75百分位浓度为基础定义高、低浓度组。采用χ2检验分析自变量分布。为了分析贝类消费与邻苯二甲酸盐暴露之间的关系,使用logistic回归分析计算了比值比(ORs)。结果:与每周食用贝类1次或更少的组相比,每周食用贝类1次以上的成年人对高浓度以下代谢物的调整ORs为:邻苯二甲酸单(2-乙基-5-氧己基)酯(MEOHP)为1.43(95%可信区间[CI]: 1.01-2.06),邻苯二甲酸二(2-乙基-5-羧基戊基)酯(MECPP)为1.43(95%可信区间[CI]: 1.01-2.03),邻苯二甲酸二(2-乙基-5)乙基己基酯(∑DEHP)为1.57 (95% CI: 1.10-2.24),∑DEHP为2.01 (95% CI: 2.01):邻苯二甲酸单羧基辛酯(MCOP)为1.46-2.77),邻苯二甲酸单羧基异单酯(MCNP)为1.56 (95% CI: 1.11-2.18),邻苯二甲酸单(3-羧基丙基)酯(MCPP)为2.57 (95% CI: 1.85-3.56)。结论:食用贝类频率越高,尿邻苯二甲酸盐代谢物(MEOHP、MECPP、∑DEHP、MCOP、MCNP和MCPP)浓度越高。
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引用次数: 2
Risk assessment of heavy metals in tuna from Japanese restaurants in the Republic of Korea. 韩国日本餐馆金枪鱼中重金属的风险评估。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e3
Seong-Jin Bae, Kyu-Sik Shin, Chulyong Park, Kiook Baek, So-Young Son, Joon Sakong

Background: Studies on the risk of mercury (Hg) in Korean fishery products focus primarily on total Hg levels as opposed to methylmercury (MeHg) levels. None of the few studies on MeHg in tuna investigated tuna from Japanese restaurants. Few have evaluated lead (Pb), cadmium (Cd) and arsenic (As) in tuna. Thus, this study aimed to conduct a risk assessment by evaluating heavy metal concentrations in tuna from Japanese restaurants.

Methods: Thirty-one tuna samples were collected from Japanese restaurants in the Republic of Korea. They were classified according to region and species. The concentration of heavy metals in the samples was analyzed using the Ministry of Food and Drug Safety Food Code method. The rate of exceedance of maximum residue levels (MRLs) and the risk compared to the provisional tolerable weekly intake (PTWI) set by the Joint Food and Agriculture Organization/World Health Organization Expert Committee on Food Additives (%PTWI) were evaluated for risk assessment.

Results: The mean of MeHg, Pb, Cd and As concentrations were 0.56 ± 1.47 mg/kg, 33.95 ± 3.74 μg/kg, 14.25 ± 2.19 μg/kg and 1.46 ± 1.89 mg/kg, respectively. No sample exceeded the MRLs of Pb and Cd, but 9.7% of the samples exceeded the MRL of MeHg. The %PTWIs of MeHg, Pb, Cd and As were 4.2037, 0.0162, 0.0244 and 1.1627, respectively. The %PTWI of MeHg by age group and sex was highest among men aged 19-29 years (10.6494), followed by men aged 30-49 years (7.2458) and women aged 19-29 years (4.8307).

Conclusions: We found that 3 out of 31 samples exceeded the MRL of MeHg. The %PTWI of MeHg showed significant differences based on age and sex, and the value was likely to exceed a safe level depending on individuals' eating behaviors. Therefore, improved risk management for MeHg is required.

背景:关于韩国水产品中汞(Hg)风险的研究主要集中在总汞水平上,而不是甲基汞(MeHg)水平上。关于金枪鱼中甲基汞的少数研究中,没有一项是针对日本餐馆的金枪鱼进行的。很少有人对金枪鱼中的铅(Pb)、镉(Cd)和砷(As)进行评估。因此,本研究旨在通过评估日本餐馆金枪鱼中的重金属浓度来进行风险评估。方法:在韩国日本餐馆采集金枪鱼标本31份。它们按地域和种类分类。样品中重金属的浓度分析采用食品药品安全部食品规范的方法。对最大残留限量(MRLs)的超标率以及与粮食及农业组织/世界卫生组织食品添加剂联合专家委员会制定的临时每周可耐受摄入量(PTWI)相比的风险(%PTWI)进行了评估,以进行风险评估。结果:MeHg、Pb、Cd和As的平均浓度分别为0.56±1.47 mg/kg、33.95±3.74 mg/kg、14.25±2.19 mg/kg和1.46±1.89 mg/kg。铅、镉均未超标,但甲基汞有9.7%超标。MeHg、Pb、Cd和As的ptwi百分比分别为4.2037、0.0162、0.0244和1.1627。按年龄组和性别划分,MeHg的PTWI百分比以19 ~ 29岁男性最高(10.6494),30 ~ 49岁男性次之(7.2458),19 ~ 29岁女性次之(4.8307)。结论:31份样品中有3份超过甲基汞的MRL。MeHg的%PTWI在年龄和性别上存在显著差异,个体的饮食行为可能会超过安全水平。因此,需要改进MeHg的风险管理。
{"title":"Risk assessment of heavy metals in tuna from Japanese restaurants in the Republic of Korea.","authors":"Seong-Jin Bae,&nbsp;Kyu-Sik Shin,&nbsp;Chulyong Park,&nbsp;Kiook Baek,&nbsp;So-Young Son,&nbsp;Joon Sakong","doi":"10.35371/aoem.2023.35.e3","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e3","url":null,"abstract":"<p><strong>Background: </strong>Studies on the risk of mercury (Hg) in Korean fishery products focus primarily on total Hg levels as opposed to methylmercury (MeHg) levels. None of the few studies on MeHg in tuna investigated tuna from Japanese restaurants. Few have evaluated lead (Pb), cadmium (Cd) and arsenic (As) in tuna. Thus, this study aimed to conduct a risk assessment by evaluating heavy metal concentrations in tuna from Japanese restaurants.</p><p><strong>Methods: </strong>Thirty-one tuna samples were collected from Japanese restaurants in the Republic of Korea. They were classified according to region and species. The concentration of heavy metals in the samples was analyzed using the Ministry of Food and Drug Safety Food Code method. The rate of exceedance of maximum residue levels (MRLs) and the risk compared to the provisional tolerable weekly intake (PTWI) set by the Joint Food and Agriculture Organization/World Health Organization Expert Committee on Food Additives (%PTWI) were evaluated for risk assessment.</p><p><strong>Results: </strong>The mean of MeHg, Pb, Cd and As concentrations were 0.56 ± 1.47 mg/kg, 33.95 ± 3.74 μg/kg, 14.25 ± 2.19 μg/kg and 1.46 ± 1.89 mg/kg, respectively. No sample exceeded the MRLs of Pb and Cd, but 9.7% of the samples exceeded the MRL of MeHg. The %PTWIs of MeHg, Pb, Cd and As were 4.2037, 0.0162, 0.0244 and 1.1627, respectively. The %PTWI of MeHg by age group and sex was highest among men aged 19-29 years (10.6494), followed by men aged 30-49 years (7.2458) and women aged 19-29 years (4.8307).</p><p><strong>Conclusions: </strong>We found that 3 out of 31 samples exceeded the MRL of MeHg. The %PTWI of MeHg showed significant differences based on age and sex, and the value was likely to exceed a safe level depending on individuals' eating behaviors. Therefore, improved risk management for MeHg is required.</p>","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/33/19/aoem-35-e3.PMC10011450.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9137665","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: 1
Increased breast cancer incidence among nurses in a tertiary university hospital in South Korea 韩国一所第三大学医院护士乳腺癌发病率增加
Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e44
Juho Choi, Dong-Wook Lee, Baek-Yong Choi, Seung-Woo Ryoo, Taeshik Kim, Yun-Chul Hong
{"title":"Increased breast cancer incidence among nurses in a tertiary university hospital in South Korea","authors":"Juho Choi, Dong-Wook Lee, Baek-Yong Choi, Seung-Woo Ryoo, Taeshik Kim, Yun-Chul Hong","doi":"10.35371/aoem.2023.35.e44","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e44","url":null,"abstract":"","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135506528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The relationship between skeletal muscle mass and the KOSHA cardiovascular risk in obese male workers 肥胖男性工人骨骼肌质量与KOSHA心血管危险的关系
Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e40
Hyo Won Chong, JunSeok Son, Changho Chae, Changho Jae
Background Efforts for the prevention and management of cardiovascular diseases (CVDs) in workers have been actively pursued. Obesity is one of the important risk factors related to CVDs. Obesity has various metabolic characteristics, and some individuals can be metabolically healthy. Body composition including skeletal muscle mass is known to have protective effect in obesity. The study aims to investigate the association between skeletal muscle mass and Korea Occupational Safety and Health Agency (KOSHA) CVD risk among obese male manufacturing workers in Korea and to identify appropriate indicators of skeletal muscle mass for predicting risk of CVDs. Methods The study was conducted on 2,007 obese male workers at a manufacturing industry aged more than 19 years. Skeletal muscle mass, skeletal muscle index (SMI), skeletal muscle mass percent (SMM%) and skeletal muscle to body fat ratio (MFR) were used to evaluate body composition and these indicators were divided into quartiles. The odds ratios (ORs) and 95% confidence intervals (CIs) for the KOSHA CVD risk groups according to quartiles of skeletal muscle mass indicators were estimated using ordinal logistic regression analysis. Results The OR for the KOSHA CVD risk groups in the highest quartile of SMI was 1.67 (95% CI: 1.42–1.92), while the ORs for the KOSHA CVD risk groups in the highest quartiles of SMM%, SMM/body mass index (BMI), and MFR were 0.47 (95% CI: 0.22–0.72), 0.51 (95% CI: 0.05–0.76), and 0.48 (95% CI: 0.23–0.74), respectively. Conclusions We found that high SMI increase the likelihood of high risk of CVDs, while high SMM%, SMM/BMI, and MFR lower the likelihood of high risk of CVDs. Accurate evaluation of skeletal muscle mass can help assess the cardiovascular risk in obese male workers.
{"title":"The relationship between skeletal muscle mass and the KOSHA cardiovascular risk in obese male workers","authors":"Hyo Won Chong, JunSeok Son, Changho Chae, Changho Jae","doi":"10.35371/aoem.2023.35.e40","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e40","url":null,"abstract":"Background Efforts for the prevention and management of cardiovascular diseases (CVDs) in workers have been actively pursued. Obesity is one of the important risk factors related to CVDs. Obesity has various metabolic characteristics, and some individuals can be metabolically healthy. Body composition including skeletal muscle mass is known to have protective effect in obesity. The study aims to investigate the association between skeletal muscle mass and Korea Occupational Safety and Health Agency (KOSHA) CVD risk among obese male manufacturing workers in Korea and to identify appropriate indicators of skeletal muscle mass for predicting risk of CVDs. Methods The study was conducted on 2,007 obese male workers at a manufacturing industry aged more than 19 years. Skeletal muscle mass, skeletal muscle index (SMI), skeletal muscle mass percent (SMM%) and skeletal muscle to body fat ratio (MFR) were used to evaluate body composition and these indicators were divided into quartiles. The odds ratios (ORs) and 95% confidence intervals (CIs) for the KOSHA CVD risk groups according to quartiles of skeletal muscle mass indicators were estimated using ordinal logistic regression analysis. Results The OR for the KOSHA CVD risk groups in the highest quartile of SMI was 1.67 (95% CI: 1.42–1.92), while the ORs for the KOSHA CVD risk groups in the highest quartiles of SMM%, SMM/body mass index (BMI), and MFR were 0.47 (95% CI: 0.22–0.72), 0.51 (95% CI: 0.05–0.76), and 0.48 (95% CI: 0.23–0.74), respectively. Conclusions We found that high SMI increase the likelihood of high risk of CVDs, while high SMM%, SMM/BMI, and MFR lower the likelihood of high risk of CVDs. Accurate evaluation of skeletal muscle mass can help assess the cardiovascular risk in obese male workers.","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134889433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of algorithm for work intensity evaluation using excess overwork index of construction workers with real-time heart rate measurement device. 基于实时心率测量装置的建筑工人过度劳累指标工作强度评价算法的开发。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e24
Jae-Young Park, Jung Hwan Lee, Mo-Yeol Kang, Tae-Won Jang, Hyoung-Ryoul Kim, Se-Yeong Kim, Jongin Lee

Background: The construction workers are vulnerable to fatigue due to high physical workload. This study aimed to investigate the relationship between overwork and heart rate in construction workers and propose a scheme to prevent overwork in advance.

Methods: We measured the heart rates of construction workers at a construction site of a residential and commercial complex in Seoul from August to October 2021 and develop an index that monitors overwork in real-time. A total of 66 Korean workers participated in the study, wearing real-time heart rate monitoring equipment. The relative heart rate (RHR) was calculated using the minimum and maximum heart rates, and the maximum acceptable working time (MAWT) was estimated using RHR to calculate the workload. The overwork index (OI) was defined as the cumulative workload evaluated with the MAWT. An appropriate scenario line (PSL) was set as an index that can be compared to the OI to evaluate the degree of overwork in real-time. The excess overwork index (EOI) was evaluated in real-time during work performance using the difference between the OI and the PSL. The EOI value was used to perform receiver operating characteristic (ROC) curve analysis to find the optimal cut-off value for classification of overwork state.

Results: Of the 60 participants analyzed, 28 (46.7%) were classified as the overwork group based on their RHR. ROC curve analysis showed that the EOI was a good predictor of overwork, with an area under the curve of 0.824. The optimal cut-off values ranged from 21.8% to 24.0% depending on the method used to determine the cut-off point.

Conclusion: The EOI showed promising results as a predictive tool to assess overwork in real-time using heart rate monitoring and calculation through MAWT. Further research is needed to assess physical workload accurately and determine cut-off values across industries.

背景:建筑工人由于高体力负荷而容易产生疲劳。本研究旨在探讨建筑工人过劳与心率的关系,并提出提前预防过劳的方案。方法:从2021年8月到10月,在首尔某商住两用园区的施工现场测量了施工工人的心率,并制定了实时监测过度工作的指数。共有66名韩国员工参加了这项研究,他们佩戴了实时心率监测设备。使用最小和最大心率计算相对心率(RHR),并使用RHR估计最大可接受工作时间(MAWT)来计算工作量。过度工作指数(OI)被定义为使用MAWT评估的累积工作负载。设置一个适当的场景线(PSL)作为一个指标,可以与OI进行比较,以实时评估过度工作的程度。利用OI和PSL之间的差异,在工作过程中实时评估过度工作指数(EOI)。利用EOI值进行受试者工作特征(ROC)曲线分析,寻找过劳状态分类的最佳截止值。结果:在分析的60名参与者中,28人(46.7%)根据他们的RHR被归类为过度工作组。ROC曲线分析显示,EOI是过度工作的良好预测因子,曲线下面积为0.824。根据确定分界点的方法,最佳分界值范围为21.8% ~ 24.0%。结论:通过心率监测和MAWT计算,EOI作为实时评估过度劳累的预测工具显示出良好的结果。需要进一步的研究来准确评估物理工作量并确定各行业的临界值。
{"title":"Development of algorithm for work intensity evaluation using excess overwork index of construction workers with real-time heart rate measurement device.","authors":"Jae-Young Park,&nbsp;Jung Hwan Lee,&nbsp;Mo-Yeol Kang,&nbsp;Tae-Won Jang,&nbsp;Hyoung-Ryoul Kim,&nbsp;Se-Yeong Kim,&nbsp;Jongin Lee","doi":"10.35371/aoem.2023.35.e24","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e24","url":null,"abstract":"<p><strong>Background: </strong>The construction workers are vulnerable to fatigue due to high physical workload. This study aimed to investigate the relationship between overwork and heart rate in construction workers and propose a scheme to prevent overwork in advance.</p><p><strong>Methods: </strong>We measured the heart rates of construction workers at a construction site of a residential and commercial complex in Seoul from August to October 2021 and develop an index that monitors overwork in real-time. A total of 66 Korean workers participated in the study, wearing real-time heart rate monitoring equipment. The relative heart rate (RHR) was calculated using the minimum and maximum heart rates, and the maximum acceptable working time (MAWT) was estimated using RHR to calculate the workload. The overwork index (OI) was defined as the cumulative workload evaluated with the MAWT. An appropriate scenario line (PSL) was set as an index that can be compared to the OI to evaluate the degree of overwork in real-time. The excess overwork index (EOI) was evaluated in real-time during work performance using the difference between the OI and the PSL. The EOI value was used to perform receiver operating characteristic (ROC) curve analysis to find the optimal cut-off value for classification of overwork state.</p><p><strong>Results: </strong>Of the 60 participants analyzed, 28 (46.7%) were classified as the overwork group based on their RHR. ROC curve analysis showed that the EOI was a good predictor of overwork, with an area under the curve of 0.824. The optimal cut-off values ranged from 21.8% to 24.0% depending on the method used to determine the cut-off point.</p><p><strong>Conclusion: </strong>The EOI showed promising results as a predictive tool to assess overwork in real-time using heart rate monitoring and calculation through MAWT. Further research is needed to assess physical workload accurately and determine cut-off values across industries.</p>","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/de/ce/aoem-35-e24.PMC10493380.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10241091","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
Environment-wide association study of elevated liver enzymes: results from the Korean National Environmental Health Survey 2018-2022. 肝酶升高的环境关联研究:2018-2022年韩国国家环境健康调查结果
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e27
Youngchan Chi, Jong-Tae Park, Sewhan Na, Kyeongmin Kwak

Background: Environmental exposure is characterized by low concentration, chronic, and complex exposure. Traditional epidemiological studies show limitations in reflecting these characteristics since they usually focus on a single or very limited number of exposure factors at a time. In this study, we adopted the methodology of environment-wide association study (EWAS) to figure out the association of human liver function with various environmentally hazardous substances.

Methods: We analyzed 2,961 participants from the Korean National Environmental Health Survey Cycle 4 (2018-2020). Using generalized linear model (GLM) analysis, we analyzed the association of 72 variables with 3 liver function indices (aspartate aminotransferase [AST], alanine aminotransferase [ALT], and gamma glutamyl transferase [GGT]). Finally, we visualized our results with Manhattan plot.

Results: In GLM analysis, perfluorooctanesulfonate were positively associated with ALT (odds ratio [OR]: 2.2; 95% confidence interval [CI]: 1.39-3.46; p adjusted = 0.0147) and perfluorodecanoic acid showed positive association with GGT (OR: 2.73; 95% CI: 1.36-5.5; p adjusted = 0.0256). Plasma mercury showed positive association with GGT (OR: 1.45; 95% CI: 1.14-1.84; p adjusted = 0.0315). Using a plastic container while keeping food in the refrigerator was associated with elevated GGT compared to using a glass container (OR: 1.51; 95% CI: 1.16-1.95; p adjusted = 0.0153). 2-ethyl-5-oxohexyl phthalate, showed a negative trend with all 3 indices, with AST (OR: 0.54; 95% CI: 0.39-0.73; p adjusted = 0.00357), ALT (OR: 0.5; 95% CI: 0.34-0.75; p adjusted = 0.036), GGT (OR: 0.55; 95% CI: 0.4-0.76; p adjusted = 0.00697). Bisphenol S and frequent use of sunblock cream showed negative association with ALT (OR: 0.77; 95% CI: 0.66-0.89), and GGT (OR: 0.25; 95% CI: 0.11-0.55), respectively.

Conclusions: We conducted an exploratory study on environmental exposure and human liver function. By using EWAS methodology, we identified 7 factors that could have potential association with liver function.

背景:环境暴露具有低浓度、慢性和复杂暴露的特点。传统的流行病学研究在反映这些特征方面显示出局限性,因为它们通常一次只关注单一或非常有限数量的暴露因素。本研究采用全环境关联研究(environmental -wide association study, EWAS)的方法,研究各种环境有害物质对人体肝功能的影响。方法:我们分析了韩国国家环境健康调查周期4(2018-2020)的2961名参与者。采用广义线性模型(GLM)分析,我们分析了72个变量与3个肝功能指标(天冬氨酸转氨酶[AST]、丙氨酸转氨酶[ALT]和γ谷氨酰转移酶[GGT])的相关性。最后,我们用曼哈顿图将结果可视化。结果:在GLM分析中,全氟辛烷磺酸与ALT呈正相关(优势比[OR]: 2.2;95%置信区间[CI]: 1.39-3.46;p校正= 0.0147),全氟癸酸与GGT呈正相关(OR: 2.73;95% ci: 1.36-5.5;P调整= 0.0256)。血浆汞与GGT呈正相关(OR: 1.45;95% ci: 1.14-1.84;P调整= 0.0315)。与使用玻璃容器相比,在冰箱中保存食物时使用塑料容器与GGT升高有关(OR: 1.51;95% ci: 1.16-1.95;P校正= 0.0153)。邻苯二甲酸2-乙基-5-氧己基,3项指标均呈阴性趋势,AST (OR: 0.54;95% ci: 0.39-0.73;p调整= 0.00357),ALT (OR: 0.5;95% ci: 0.34-0.75;p调整= 0.036),GGT (OR: 0.55;95% ci: 0.4-0.76;P校正= 0.00697)。双酚S和频繁使用防晒霜与ALT呈负相关(OR: 0.77;95% CI: 0.66-0.89)和GGT (OR: 0.25;95% CI: 0.11-0.55)。结论:我们开展了一项环境暴露与人体肝功能的探索性研究。通过EWAS方法,我们确定了7个可能与肝功能有潜在关联的因素。
{"title":"Environment-wide association study of elevated liver enzymes: results from the Korean National Environmental Health Survey 2018-2022.","authors":"Youngchan Chi,&nbsp;Jong-Tae Park,&nbsp;Sewhan Na,&nbsp;Kyeongmin Kwak","doi":"10.35371/aoem.2023.35.e27","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e27","url":null,"abstract":"<p><strong>Background: </strong>Environmental exposure is characterized by low concentration, chronic, and complex exposure. Traditional epidemiological studies show limitations in reflecting these characteristics since they usually focus on a single or very limited number of exposure factors at a time. In this study, we adopted the methodology of environment-wide association study (EWAS) to figure out the association of human liver function with various environmentally hazardous substances.</p><p><strong>Methods: </strong>We analyzed 2,961 participants from the Korean National Environmental Health Survey Cycle 4 (2018-2020). Using generalized linear model (GLM) analysis, we analyzed the association of 72 variables with 3 liver function indices (aspartate aminotransferase [AST], alanine aminotransferase [ALT], and gamma glutamyl transferase [GGT]). Finally, we visualized our results with Manhattan plot.</p><p><strong>Results: </strong>In GLM analysis, perfluorooctanesulfonate were positively associated with ALT (odds ratio [OR]: 2.2; 95% confidence interval [CI]: 1.39-3.46; <i>p</i> <sub>adjusted</sub> = 0.0147) and perfluorodecanoic acid showed positive association with GGT (OR: 2.73; 95% CI: 1.36-5.5; <i>p</i> <sub>adjusted</sub> = 0.0256). Plasma mercury showed positive association with GGT (OR: 1.45; 95% CI: 1.14-1.84; <i>p</i> <sub>adjusted</sub> = 0.0315). Using a plastic container while keeping food in the refrigerator was associated with elevated GGT compared to using a glass container (OR: 1.51; 95% CI: 1.16-1.95; <i>p</i> <sub>adjusted</sub> = 0.0153). 2-ethyl-5-oxohexyl phthalate, showed a negative trend with all 3 indices, with AST (OR: 0.54; 95% CI: 0.39-0.73; <i>p</i> <sub>adjusted</sub> = 0.00357), ALT (OR: 0.5; 95% CI: 0.34-0.75; <i>p</i> <sub>adjusted</sub> = 0.036), GGT (OR: 0.55; 95% CI: 0.4-0.76; <i>p</i> <sub>adjusted</sub> = 0.00697). Bisphenol S and frequent use of sunblock cream showed negative association with ALT (OR: 0.77; 95% CI: 0.66-0.89), and GGT (OR: 0.25; 95% CI: 0.11-0.55), respectively.</p><p><strong>Conclusions: </strong>We conducted an exploratory study on environmental exposure and human liver function. By using EWAS methodology, we identified 7 factors that could have potential association with liver function.</p>","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/da/9f/aoem-35-e27.PMC10493370.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10241095","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
Effect of night shift work on the reduction of glomerular filtration rate using data from Korea Medical Institute (2016-2020). 夜班工作对降低肾小球滤过率的影响——韩国医学研究所数据(2016-2020)
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e22
Beom Seok Ko, Sang Yop Shin, Ji Eun Hong, Sungbeom Kim, Jihhyeon Yi, Jeongbae Rhie

Background: Shift work increases the risk of chronic diseases, including metabolic diseases. However, studies on the relationship between shift work and renal function are limited. The aim of this study was to investigate the association between shift work and a decreased glomerular filtration rate (GFR).

Methods: Data were evaluated for 1,324,930 workers who visited the Korean Medical Institute from January 1, 2016 to December 31, 2020 and underwent a health checkup. Daytime workers were randomly extracted at a ratio of 1:4 after matching for age and sex. In total, 18,190 workers aged over 40 years were included in the analyses; these included 3,638 shift workers and 14,552 daytime workers. Participants were categorized into the shift work group when they underwent a specific health checkup for night shift work or indicated that they were shift workers in the questionnaire. The odds ratio was calculated using a conditional logistic regression to investigate the relevance of shift work for changes in GFR.

Results: 35 workers in the shift group and 54 in the daytime group exhibited an estimated GFR (eGFR) value of < 60 mL/min/1.73m2 (p < 0.01). The difference in eGFR values between two checkups differed significantly depending on the type of work (p < 0.01); the difference in the shift work group (-9.64 mL/min/1.73 m2) was larger than that in the daytime work group (-7.45 mL/min/1.73 m2). The odds ratio for eGFR reduction to < 60 mL/min/1.73 m2 in the shift group versus the daytime group was 4.07 (95% confidence interval: 2.54-6.52), which was statistically significant.

Conclusions: The results of this study suggest that eGFR decreases by a significantly larger value in shift workers than in daytime workers; thus, shift work could be a contributing factor for chronic kidney disease (CKD). Further prospective studies are necessary to validate this finding and identify measures to prevent CKD in shift workers.

背景:倒班工作会增加慢性疾病的风险,包括代谢性疾病。然而,关于轮班工作与肾功能关系的研究还很有限。本研究的目的是探讨轮班工作与肾小球滤过率(GFR)降低之间的关系。方法:对2016年1月1日至2020年12月31日访问韩国医疗研究院并进行健康检查的1324930名工人进行数据评估。在年龄和性别匹配后,按1:4的比例随机抽取日间工作者。总共有18190名40岁以上的工人被纳入分析;其中包括3,638名轮班工人和14,552名日间工人。当参与者接受夜班工作的特定健康检查或在问卷中表明他们是轮班工人时,他们被归类为轮班工作组。比值比使用条件逻辑回归计算,以调查轮班工作与GFR变化的相关性。结果:倒班组35人,白班组54人,GFR (eGFR)估计值< 60 mL/min/1.73m2 (p < 0.01)。不同工种的eGFR值差异有统计学意义(p < 0.01);轮班工作组的差异(-9.64 mL/min/1.73 m2)大于日间工作组(-7.45 mL/min/1.73 m2)。轮班组与日间组相比,eGFR降低至< 60 mL/min/1.73 m2的比值比为4.07(95%可信区间:2.54-6.52),具有统计学意义。结论:本研究结果表明,倒班工人的eGFR下降值明显大于白班工人;因此,轮班工作可能是慢性肾脏疾病(CKD)的一个促成因素。需要进一步的前瞻性研究来验证这一发现,并确定预防轮班工人CKD的措施。
{"title":"Effect of night shift work on the reduction of glomerular filtration rate using data from Korea Medical Institute (2016-2020).","authors":"Beom Seok Ko,&nbsp;Sang Yop Shin,&nbsp;Ji Eun Hong,&nbsp;Sungbeom Kim,&nbsp;Jihhyeon Yi,&nbsp;Jeongbae Rhie","doi":"10.35371/aoem.2023.35.e22","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e22","url":null,"abstract":"<p><strong>Background: </strong>Shift work increases the risk of chronic diseases, including metabolic diseases. However, studies on the relationship between shift work and renal function are limited. The aim of this study was to investigate the association between shift work and a decreased glomerular filtration rate (GFR).</p><p><strong>Methods: </strong>Data were evaluated for 1,324,930 workers who visited the Korean Medical Institute from January 1, 2016 to December 31, 2020 and underwent a health checkup. Daytime workers were randomly extracted at a ratio of 1:4 after matching for age and sex. In total, 18,190 workers aged over 40 years were included in the analyses; these included 3,638 shift workers and 14,552 daytime workers. Participants were categorized into the shift work group when they underwent a specific health checkup for night shift work or indicated that they were shift workers in the questionnaire. The odds ratio was calculated using a conditional logistic regression to investigate the relevance of shift work for changes in GFR.</p><p><strong>Results: </strong>35 workers in the shift group and 54 in the daytime group exhibited an estimated GFR (eGFR) value of < 60 mL/min/1.73m<sup>2</sup> (<i>p</i> < 0.01). The difference in eGFR values between two checkups differed significantly depending on the type of work (<i>p</i> < 0.01); the difference in the shift work group (-9.64 mL/min/1.73 m<sup>2</sup>) was larger than that in the daytime work group (-7.45 mL/min/1.73 m<sup>2</sup>). The odds ratio for eGFR reduction to < 60 mL/min/1.73 m<sup>2</sup> in the shift group versus the daytime group was 4.07 (95% confidence interval: 2.54-6.52), which was statistically significant.</p><p><strong>Conclusions: </strong>The results of this study suggest that eGFR decreases by a significantly larger value in shift workers than in daytime workers; thus, shift work could be a contributing factor for chronic kidney disease (CKD). Further prospective studies are necessary to validate this finding and identify measures to prevent CKD in shift workers.</p>","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/6b/5b/aoem-35-e22.PMC10442584.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10063101","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
Association between discrimination in the workplace and insomnia symptoms. 工作场所歧视与失眠症状之间的关系。
IF 1.3 Q3 Medicine Pub Date : 2023-01-01 DOI: 10.35371/aoem.2023.35.e25
Suhwan Ju, Seong-Sik Cho, Jung Il Kim, Hoje Ryu, Hyunjun Kim

Background: In Korea, little research has focused on the relationship between discrimination in the workplace and sleep health. Thus, this study aims to investigate the association between such discriminatory experiences and insomnia, a common sleep disorder, using Korean employees' data.

Methods: This study used data from the 6th Korea Working Conditions Survey. Discrimination experiences due to age, ethnic background, nationality, race, sex, religion, disability, sexual orientation, educational level, hometown, and employment status were investigated. The Minimal Insomnia Symptom Scale estimated insomnia symptoms. The association between discrimination experience and insomnia symptoms were analyzed using survey-weighted logistic regression analysis.

Results: Based on experiences of discrimination over the past 12 months, insomnia symptoms were associated with discrimination experience due to religion (odds ratio [OR]: 3.70; 95% confidential interval [CI]: 1.58-8.69), sex (OR: 2.51; 95% CI: 1.87-3.37), age (OR: 2.30; 95% CI: 1.88-2.81), hometown (OR: 2.07; 95% CI: 1.44-2.97), employment status (OR: 1.69; 95% CI: 1.37-2.10), and educational level (OR: 1.67; 95% CI: 1.31-2.14). Furthermore, the prevalence of insomnia symptoms increased with the number of discrimination experiences.

Conclusions: In this study, discrimination experiences due to religion, sex, age, hometown, employment status, and educational level were significantly associated with insomnia symptoms. Furthermore, as the number of discrimination experiences increased, so did the prevalence of insomnia. Preventing workplace discrimination may improve workers' sleep health.

背景:在韩国,很少有研究关注职场歧视与睡眠健康之间的关系。因此,本研究旨在利用韩国员工的数据来调查这种歧视经历与失眠(一种常见的睡眠障碍)之间的关系。方法:本研究使用第六次韩国工作条件调查的数据。调查了年龄、民族背景、国籍、种族、性别、宗教、残疾、性取向、教育程度、家乡和就业状况等方面的歧视经历。最小失眠症状量表评估失眠症状。采用调查加权logistic回归分析歧视经历与失眠症状的关系。结果:基于过去12个月的歧视经历,失眠症状与宗教歧视经历相关(优势比[OR]: 3.70;95%可信区间[CI]: 1.58-8.69)、性别(OR: 2.51;95% CI: 1.87-3.37)、年龄(OR: 2.30;95% CI: 1.88-2.81),家乡(OR: 2.07;95% CI: 1.44-2.97),就业状况(OR: 1.69;95% CI: 1.37-2.10)和教育水平(OR: 1.67;95% ci: 1.31-2.14)。此外,失眠症状的患病率随着歧视经历的增加而增加。结论:在本研究中,因宗教、性别、年龄、家乡、就业状况、受教育程度等因素造成的歧视经历与失眠症状显著相关。此外,随着歧视经历的增加,失眠症的患病率也在增加。防止职场歧视可能会改善员工的睡眠健康。
{"title":"Association between discrimination in the workplace and insomnia symptoms.","authors":"Suhwan Ju,&nbsp;Seong-Sik Cho,&nbsp;Jung Il Kim,&nbsp;Hoje Ryu,&nbsp;Hyunjun Kim","doi":"10.35371/aoem.2023.35.e25","DOIUrl":"https://doi.org/10.35371/aoem.2023.35.e25","url":null,"abstract":"<p><strong>Background: </strong>In Korea, little research has focused on the relationship between discrimination in the workplace and sleep health. Thus, this study aims to investigate the association between such discriminatory experiences and insomnia, a common sleep disorder, using Korean employees' data.</p><p><strong>Methods: </strong>This study used data from the 6th Korea Working Conditions Survey. Discrimination experiences due to age, ethnic background, nationality, race, sex, religion, disability, sexual orientation, educational level, hometown, and employment status were investigated. The Minimal Insomnia Symptom Scale estimated insomnia symptoms. The association between discrimination experience and insomnia symptoms were analyzed using survey-weighted logistic regression analysis.</p><p><strong>Results: </strong>Based on experiences of discrimination over the past 12 months, insomnia symptoms were associated with discrimination experience due to religion (odds ratio [OR]: 3.70; 95% confidential interval [CI]: 1.58-8.69), sex (OR: 2.51; 95% CI: 1.87-3.37), age (OR: 2.30; 95% CI: 1.88-2.81), hometown (OR: 2.07; 95% CI: 1.44-2.97), employment status (OR: 1.69; 95% CI: 1.37-2.10), and educational level (OR: 1.67; 95% CI: 1.31-2.14). Furthermore, the prevalence of insomnia symptoms increased with the number of discrimination experiences.</p><p><strong>Conclusions: </strong>In this study, discrimination experiences due to religion, sex, age, hometown, employment status, and educational level were significantly associated with insomnia symptoms. Furthermore, as the number of discrimination experiences increased, so did the prevalence of insomnia. Preventing workplace discrimination may improve workers' sleep health.</p>","PeriodicalId":46631,"journal":{"name":"Annals of Occupational and Environmental Medicine","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/74/e6/aoem-35-e25.PMC10442583.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10063105","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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Annals of Occupational and Environmental Medicine
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