Exploring the difference between men and women in physical functioning: How do sociodemographic, lifestyle- and health-related determinants contribute?

BACKGROUND: To explore whether differences between men and women in the sensitivity to (strength of the association) and/or in the exposure to determinants (prevalence) contribute to the difference in physical functioning, with women reporting more limitations. METHODS: Data of the Doetinchem Cohort Study was used (n = 5856, initial ages 26-70 years), with follow-up measurements every 5 years (up to 20). Physical functioning (subscale SF-36, range:0-100), sex (men or women) and a number of socio-demographic, lifestyle- and health-related determinants were assessed. Mixed-model multivariable analysis was used to investigate differences between men and women in sensitivity (interaction term with sex) and in exposure (change of the sex difference when adjusting) to determinants of physical functioning. RESULTS: The physical functioning score among women was 6.55 (95%CI:5.48,7.61) points lower than among men. In general, men and women had similar determinants, but pain was more strongly associated with physical functioning (higher sensitivity), and also more prevalent among women (higher exposure). The higher exposure to low educational level and not having a paid job also contributed to the lower physical functioning score among women. In contrast, current smoking, mental health problems and a low educational level were more strongly associated with a lower physical functioning score among men and lower physical activity and higher BMI were more prevalent among men. CONCLUSIONS: Although important for physical functioning among both men and women, our findings provide no indications for reducing the difference in physical functioning by promoting a healthy lifestyle but stress the importance of differences in pain, work and education.

The association between occupational categories and grip strength in Korean male workers.

PURPOSE: This study explored the association between occupational categories and muscle strength using handgrip strength (HGS) while considering sociodemographic and health-related factors in Korean men using a national survey. METHODS: Using cross-sectional data of 8380 men (59.9 ± 16.6 years of age), the occupational categories held the longest duration and HGS levels (normal vs. weak) were determined. Logistic regression was applied with adjustment for sociodemographic factors, work-related factors (working hours and schedule), and health-related factors (physical activity, sedentary time, resistance exercise, alcohol consumption, smoking status, chronic illness, subjective health status, weight category, metabolic syndrome, and protein intake). RESULTS: Weak HGS prevalence was lowest in male managerial or professional workers (1.5%) and highest in male skilled agricultural, forestry, fishery, or craft and the related trades workers (16.4%). Compared to male managerial or professional workers, the odds for weak HGS increased in male service/sales workers (OR 2.41; 95% CI 1.45-3.99) and male manual workers [agricultural/forestry/fishery/craft and related trades workers, OR 2.94 (95% CI 1.78-4.83); equipment/machine operating/assembling workers, OR 1.68 (95% CI 1.05-2.71); and elementary workers, OR 3.43 (95% CI 1.95-6.05)] in the fully adjusted model. Regardless of age groups, income, working hours, strength exercise, and sedentary time levels, and chronic illness and metabolic syndrome status, male manual workers were more likely to have weak HGS compared to male non-manual workers. CONCLUSION: Male manual workers may have a higher risk for weak muscle strength compared to male non-manual workers regardless of sociodemographic, work-related, and health-related factors.

Quality of life and its determinants among sewage workers: A cross-sectional study in Puducherry, South India.

BACKGROUND: There is a paucity of information on sewage worker's quality of life (QoL). Hence, we aimed to assess the QoL and its associated factors among sewage workers in Puducherry, coastal south India. MATERIALS AND METHODS: A total of 210 sewage workers were included in the study. QoL was assessed using a validated Tamil version of WHO QoL-BREF. The association of QoL with age, educational status, residence area, self-reported chronic illness, use of protective measures, tobacco and alcohol use was assessed by univariate analysis. Multiple linear regression analysis was used to assess the independent factors associated with QoL. RESULTS: Overall mean (standard deviation) score of QoL was 56.9 (9); mean score of social relationship domain was comparatively lower than physical, psychological and environmental domains. Current tobacco and alcohol uses were 17% and 67%, respectively, while alcohol use during work (entering sump) was 5%. At least one morbidity was present among 94 (45%) subjects. About half (47%) used at least one protective measure while entering the drainage sump. Age group above 50 years, below primary level education, presence of chronic illness, smokers and alcohol users had significantly lower QoL score. CONCLUSIONS: Social relationships' domain of QoL was very low among sewage workers. The majority of them do not use any personal protective devices and almost half had chronic illnesses.

Age differences in demographic, social and health-related factors associated with loneliness across the adult life span (19-65 years): a cross-sectional study in the Netherlands.

BACKGROUND: Recognition of loneliness as a health concern among adults stresses the need to understand the factors associated with loneliness. Research into factors of influence in the various phases of the adult life span (19-65 years) is scarce. Therefore, the associations between demographic, social and health-related factors and loneliness among young (19-34 years), early middle-aged (35-49 years) and late middle-aged adults (50-65 years) were explored. METHODS: A secondary analysis with a large cross-sectional dataset was performed. Data was collected from September to December 2016 in the Netherlands, by a self-report survey. Loneliness was measured using the De Jong-Gierveld Loneliness Scale. In total, 26,342 adults (19-65 years) participated (response rate: 34%). Multiple logistic regression analyses were performed to examine associations between demographic, social and health-related factors as independent variables, and loneliness as dependent variable among the three age groups. RESULTS: Prevalence of loneliness among young, early and late middle-aged adults was 39.7, 43.3 and 48.2%, respectively. Living alone, frequency of neighbour contact, perceived social exclusion, psychological distress, psychological and emotional wellbeing were consistently associated with loneliness across the groups. The association between ethnicity and loneliness was stronger among young and early middle-aged adults, compared to late middle-aged adults. Young adults showed the strongest association between contact frequency with friends and loneliness. The strength of association between financial imbalance and loneliness gradually decreased from young to late middle-aged adults. Educational level was associated with loneliness among young adults only, while an association between employment status and loneliness was found solely among early middle-aged adults. For late middle-aged adults only, perceived health was associated with loneliness. Frequency of family contact was associated with loneliness, only among early and late middle-aged adults. CONCLUSION: This study indicates that factors associated with loneliness across the adult life span may be understood from an age-normative life-stage perspective. Accordingly, there is no one-size-fits-all approach to reduce loneliness among adults, suggesting that a variety of interventions or an indirect approach may be necessary. Future research should focus on causal relations between factors and loneliness in different age groups, using a longitudinal research-design with, preferably, an even broader set of factors.

Factors associated with health survey response among young employees: a register-based study using online, mailed and telephone interview data collection methods.

BACKGROUND: Declining response rates are a common challenge to epidemiological research. Response rates further are particularly low among young people. We thus aimed to identify factors associated with health survey response among young employees using different data collection methods. METHODS: We included fully register-based data to identify key socioeconomic, workplace and health-related factors associated with response to a health survey collected via online and mailed questionnaires. Additionally, telephone interviews were conducted for those who had not responded via online or to the mailed survey. The survey data collection was done in autumn 2017 among young employees of the City of Helsinki, Finland (18-39 years, target population n = 11,459). RESULTS: The overall response to the survey was 51.5% (n = 5898). The overall findings suggest that differences in the distributions of socioeconomic, workplace and health-related factors between respondents in the online or mailed surveys, or telephone interviews, are relatively minor. Telephone interview respondents were of lower socioeconomic position, which helped improve representativeness of the entire cohort. Despite the general broad representativeness of the data, some socioeconomic and health-related factors contributed to response. Thus, non-respondents were more often men, manual workers, from the lowest income quartile, had part-time jobs, and had more long sickness absence spells. In turn, job contract (permanent or temporary) and employment sector did not affect survey response. CONCLUSIONS: Despite a general representativeness of data of the target population, socioeconomically more disadvantaged and those with long sickness absence, are slightly overrepresented among non-respondents. This suggests that when studying the associations between social factors and health, the associations can be weaker than if complete data were available representing all socioeconomic groups.

Body Mass Index and Waist Circumference in Patients with HIV in South Africa and Associated Socio-demographic, Health Related and Psychosocial Factors.

A high body mass index (BMI) and high waist circumference are important health risk factors predisposing for cardiovascular and metabolic diseases and certain cancers. Historically, underweight was a diagnostic criterion of HIV-infection. In a cross-sectional study the prevalence of BMI-categories and high waist circumference and its associated factors in patients visiting three outpatient HIV clinics in South Africa were measured with anthropometric measurements and structured questionnaires regarding socio-demographic information, quality of life (QoL), AIDS-related stigma, symptoms of depression, alcohol use, HIV related information and level of adherence to ART. The median age of the 2230 included patients was 37 years, 66.5% were women and 88.6% received antiretroviral therapy. The prevalences of overweight, obesity and high waist circumference were 29.2, 21.9 and 44.6% respectively in women and 12.4, 4.0 and 3.9% respectively in men. Underweight was found in 18.2% of men and 6.3% of women. In multinomial regression analysis compared to a normal BMI, both overweight and obesity were associated with female gender, with being married or cohabiting and with a higher QoL score. Underweight was associated with male gender and tobacco use and negatively associated with being married or cohabiting and the physical domain of the QoL measure. A high waist circumference in men was associated with higher age and negatively associated with tobacco use and stigma score. In women it was negatively associated with never being married. A high prevalence of overweight and obesity was observed in HIV-clinics in South Africa, mainly in women. Since overweight and obesity are important health risk factors, effective weight reduction interventions are desirable.

Use of infant formula in the ELFE study: The association with social and health-related factors.

Breastfeeding is recommended until 6 months of age, but a wide range of infant formula is available for nonbreastfed or partially breastfed infants. Our aim was to describe infant formula selection and to examine social- and health-related factors associated with this selection. Analyses were based on 13,291 infants from the French national birth cohort Etude Longitudinale Française depuis l'Enfance. Infant diet was assessed at Month 2 by phone interview and monthly from Months 3 to 10 via internet/paper questionnaires. Infant formulas were categorized in 6 groups: extensively or partially hydrolysed, regular with or without prebiotics/probiotics, and thickened with or without prebiotics/probiotics. Associations between type of infant formula used at 2 months and family or infant characteristics were assessed by multinomial logistic regressions. At Month 2, 58.1% of formula-fed infants were fed with formula enriched in prebiotics/probiotics, 31.5% with thickened formula, and 1.4% with extensively hydrolysed formula. The proportion of formula-fed infants increased regularly, but the type of infant formula used was fairly stable between 2 and 10 months. At Month 2, extensively hydrolysed formulas were more likely to be used in infants with diarrhoea or regurgitation problems. Partially hydrolysed formulas were more often used in families with high income, with a history of allergy, or with infants with regurgitation issues. Thickened formulas were used more with boys, preterm infants, infants with regurgitation issues, or in cases of early maternal return to work. The main factors related to the selection of infant formula were family and infant health-related ones.

Factors related to self-reported health status in low income midlife women.

Transition throughout midlife can affect women's perception of their health status. Multiple factors are potentially related to self-reported health status (SRHS), but it was not clear what factors are related to SRHS for midlife women, especially those with low income. This study examined factors related to SRHS in low income midlife women over time. A multi-step linear regression of longitudinal Medicaid Managed Care (MMC) data (n = 310) from July 2000 through November 2006 was used. Participants completed SRHS at initial (baseline) enrollment into MMC (T1), with a second assessment completed 11 to 23 months later for those retaining MMC eligibility (T2). Results indicated that disability and number of medical conditions were the factors most related to SRHS. SRHS scores differed significantly between non-disabled and disabled women. For disabled women, SRHS improved significantly between T1 and T2 (p < .001), but not for non-disabled women. Those with lower SRHS scores used community agencies more often. Further studies of SRHS and health-related factors are needed as SRHS is frequently an indicator of population health. Greater evidenced-based knowledge of SRHS in midlife women will inform preventive interventions for this population.

Association of dietary patterns with sociodemographic and health-related factors among coronary artery disease (CAD) patients.

This study aimed to identify the association of dietary patterns with sociodemographic and health-related characteristics among coronary artery disease patients. In this cross-sectional study, the participants were 250 patients coronary artery disease aged ≥ 40 years old. Data collection was done using questionnaires related to sociodemographics, health-related factors, and food-frequency intake information. Three dietary patterns (traditional, western, and healthy) were obtained using principal component analysis. The result showed that dietary patterns were associated with sociodemographic and health-related factors. According to the result, all the factors were taken very seriously when planning a promotional program for healthy lifestyle in prevention of CAD.

Correlates of gang involvement and health-related factors among African American females with a detention history.

BACKGROUND: Prior studies have assessed relationships between gang membership and health-related factors. However, the existing literature has largely failed to consider how individual and broader social contextual factors might be related to such gang involvement among African American females. Thus, the aim of the present study was to identify empirically driven correlates of gang involvement and then better understand the relationship between gang membership and health-related behaviors for African American females, after controlling for covariates of gang involvement. METHODS: Data were collected from a convenience sample of detained African American adolescents females, between the ages of 13-17, currently incarcerated in a short-term detention facility in Atlanta, Georgia (n= 188). After obtaining written informed assent and parental permission, participants answered survey questions using A-CASI procedures that assessed socio-contextual factors and health-related behaviors. RESULTS: Multiple logistic regression models controlling for age and SES documented that low self-esteem, emotional dysregulation, trauma history, deviant peers, low parental monitoring, infrequent parental communication, housing instability and poor neighborhood quality were correlates of gang involvement. In addition, multiple linear and logistic regression models, controlling for these constructs, revealed that gang involvement was independently associated with lower STD prevention knowledge, a higher likelihood of having a gang-involved boyfriend, a greater risk of having current casual sexual partnerships, higher rates of substance abuse, higher incidences of condom misuse and a lower likelihood of ever having been tested for HIV. CONCLUSIONS: These results provide information that can help service providers target certain profiles of African American females who may be at risk for joining gangs and address the health risk behaviors that may be associated with such memberships.

The Association of Malnutrition and Health-Related Factors among 474,467 Older Community-Dwellers: A Population-Based Data Mining Study in Guangzhou, China.

BACKGROUND: This study aimed to examine the prevalence and associated factors of malnutrition in older community-dwellers and explore the interaction between associated factors. METHODS: A total of 474,467 older community-dwellers aged 65 or above were selected in Guangzhou, China. We used a two-step methodology to detect the associated factors of malnutrition and constructed logistic regression models to explore the influencing factors and interactive effects on three patterns of malnutrition. RESULTS: The prevalence of malnutrition was 22.28%. Older adults with both hypertension and diabetes (RERI = 0.13), both meat or fish diet and hypertension (RERI = 0.79), and both meat or fish diet and diabetes (RERI = 0.81) had positive additive interaction effects on the risk of obesity, whereas those on a vegetarian diet with hypertension (RERI = -0.25) or diabetes (RERI = -0.19) had negative additive interaction effects. Moreover, the interactions of physical activity with a meat or fish diet (RERI = -0.84) or dyslipidemia (RERI = -0.09) could lower the risk of obesity. CONCLUSIONS: Malnutrition was influenced by different health factors, and there were interactions between these influencing factors. Pertinent dietary instruction should be given according to different nutritional status indexes and the prevalence of metabolic diseases to avoid the occurrences of malnutrition among older adults.

Factors associated with adherence to recommendations for medical visits following annual health checkups among Japanese employees: A prospective cohort study.

There are growing concerns in Japanese workplaces that many employees do not follow recommendations to visit medical institutions for further examinations following annual health checkups. Although previous studies have shown that job- and health-related factors affect adherence to such recommendations, these longitudinal associations are unknown. We examined the longitudinal associations between job- and health-related factors and visiting medical institutions after annual health checkups among Japanese employees. We conducted a prospective cohort study in a food-related company in fiscal year 2019. Participants completed a self-administered questionnaire to assess job- and health-related factors. Of 2914 employees who completed the questionnaire, 615 received recommendations to visit medical institutions following annual health checkups in fiscal year 2020; these employees comprised our sample. We used logistic regression analysis to examine the associations between each factor and medical institution visits. Of participants, 474 (77.1 %) were men, 432 (70.2 %) were aged over 40 years, and 293 (47.6 %) visited a medical institution. Logistic regression analysis showed that participants with a primary doctor and those with obesity were more likely to visit medical institutions. In Japanese workplaces, having a primary doctor may be important in increasing adherence to medical visit recommendations following annual health checkups. However, more focus is also needed on employees without obesity who may be more confident about their health and so less likely to follow recommendations. Further intervention studies focusing on these factors are needed to identify effective interventions to improve adherence to medical recommendations.

Exploring auditory temporal resolution and dichotic listening skills among individuals with type 2 diabetes mellitus.

The study aimed to explore the auditory temporal resolution and dichotic listening skills in patients with type 2 diabetes mellitus (T2DM) and identify associated health-related factors. Using a cross-sectional design, 87 adults with T2DM and 48 non-diabetic controls, all with normal hearing, participated. The two central auditory processing (CAP) skills were assessed through the Gaps-In-Noise (GIN) and Dichotic-Digits Listening (DDL) tests. T2DM participants underwent blood tests to measure various health-related factors. In the GIN test, the shortest gap threshold (GapTh) obtained across both ears was significantly higher in the diabetic group (9.1 ± 2.4 ms) compared to the non-diabetic group (7.5 ± 1.5 ms), and the score of correctly identified gaps (GapSc) in the diabetic group (45±11 %) was significantly lower than GapSc in the non-diabetic group (52±9 %), p < 0.001. In the DDL test, the free-recall score (73.8 ± 18.5 %) across both ears and the right-ear advantage (-1.3 ± 20.6 %) in the diabetic group were significantly lower than the free-recall score (85.8 ± 11.9 %) and right-ear advantage (6.9 ± 11.9 %) in the non-diabetic group, p < 0.005. Furthermore, the duration of diabetes, eGFR level, retinopathy, carotid plaque, fasting blood glucose level, and HDL-C (good cholesterol) level were factors significantly associated with performances in the GIN and/or DDL tests for T2DM participants. In conclusion, individuals with T2DM are at risk of reduced auditory processing skills in temporal resolution and dichotic listening, impacting their speech understanding. Six health-related factors were identified as significantly associated with CAP skills in T2DM patients.

Differences in Physical Activity Levels by Sociodemographic and Health Risk Factors Among Persons With Disabilities in South Korea.

The World Health Organization (WHO) recommends physical activity for more than 150 minutes a week to improve health and reduce disease burden; however, previous studies have shown a lack of participation among persons with disabilities. Logistic regression analysis was performed on National Health Insurance Service data to analyze the relationship between physical activity levels by disability type and socioeconomic factors. The results showed that women with disabilities exercised 0.663 times compared to men with disabilities and individuals with severe disabilities exercised 0.719 times compared to those with mild disabilities. Those from the highest income level households (adjusted odds ratio [AOR] = 1.442) and the re-employed (AOR = 1.119) exercised adequately. Thus, physical activity levels and socioeconomic factors are related in persons with disabilities. Exercise policies and programs are required to support persons with disabilities by income level.

Evaluating the impact of loneliness and social isolation on health literacy and health-related factors in young adults.

Objectives: In current study, we aim to extend previous research by investigating the unique impact of loneliness on health literacy and health-related factors of young adults, after controlling for social isolation, depressive symptomology, and social anxiety, as well as evaluate how social isolation and loneliness differ in their impact on health literacy, and health-related factors among young adults, after accounting for abovementioned concomitant variables. Methods: Using a cross-sectional study design, 521 young adults completed an online survey in 2020, where they self-reported their loneliness, social isolation, health-related factors, and health literacy data. Results: Increased loneliness was associated with decrease in several health literacy domains (e.g., poorer social support for health, lower appraisal of health information, among others) and increase in some health-related factors (e.g., higher perceived stress, higher negative affect), among young adults, even after controlling for social anxiety, depressive symptomology, and social isolation. Contrastingly, increase in social isolation was associated with changes in some health-related factors - more somatic health complaints, higher alcohol use, poorer cognitive and physical functioning, and lower scores for only one health literacy domain (i.e., social support for health) among young adults, after adjusting for the influence of social anxiety, depressive symptomology, and loneliness. Conclusion: Even after accounting for the influence of several co-occurring social and mental health symptoms, higher loneliness was associated poorer health literacy and health-related factors in young adults. We also found loneliness and social isolation may differ in the mechanisms through which they impact health literacy and health-related factors in young adults.

Health-related factors leading to disabilities in Korea: Survival analysis.

The purpose of this study is to analyze (a) population and socioeconomic factors affecting disability, excluding the occurrence of disability due to accidents and congenital diseases, and (b) health-related behavioral factors and factors that can prevent and reduce the cause of disability due to disease in Korea. This study was a longitudinal research. Data were obtained from The 2018 Korean Health Panel (KHP) is a survey jointly conducted by the Korea Institute of Health and Social Affairs and the National Health Insurance Service. A total of 7, 372 (Mage = 52.14, SD = 21.39; Male = 47.52%) were analyzed in this study. People with Higher education attainments and more income levels were associated with lower hazard of developing new disabilities (all p < 0.05). In this study, the health factors that could be related to the occurrence of new disabilities were smoking, alcohol consumption, physical activity, and stress (all p < 0.0001). However, physical activity was negatively associated with the risk of developing a disability at all follow-ups (p < 0.05). Higher scores on the number of chronic diseases (valid scores = 0, 1, 2, 3, or more) represented a greater level of newly developing disability present at all follow-ups (all p < 0.0001). This longitudinal study confirmed the relationship between health-related factors and specific chronic diseases. Its findings can be used as a crucial foundation for establishing healthcare policies and services that can lower and prevent disability by preventing and reducing specific negative health behaviors and unhealthy behavioral factors, and alleviating chronic diseases in Korea.

Health Status, Health-Related Factors and Work Environment in Korean Semiconductor Workers between 1984-2012: A Qualitative Study and a Cross-Sectional Study.

BACKGROUND: The environment of semiconductor facilities and exposure status has undergone changes. To identify changes in the work environment, health status, and risk factors, a qualitative and cross-sectional study was conducted. METHODS: For the qualitative study, 38 current and retired workers who worked for at least 10-years were studied; for the cross-sectional study, 306 current workers who worked for at least 5-years based on JEM strata from Samsung Electronics were selected. Participants were asked about occupational history, cancer-relating risk factors during the working period, medical history, dietary habits for the past year, and hematological cancer-relating infection. RESULTS: In the qualitative study, fabrication workers reported bladder cystitis, dermatitis in hands, gastritis/ulcer, and dry eye as frequent symptoms during work environment changes (manual to automatic process). In the cross-sectional study, there were no abnormal findings for infection biomarkers related to hematological cancer and spontaneous abortion, and their general health status was no different from the general population. Also, questionnaire feasibility was evaluated for the applicability in the prospective cohort. CONCLUSION: Current semiconductor workers' health status was good compared to other populations. For lifelong health assessment, a cohort study is needed which considers health worker effects and current environments.

Association Between Living Risk and Healthy Life Years Lost Due to Multimorbidity: Observations From the China Health and Retirement Longitudinal Study.

Background: Multimorbidity has an effect on life expectancy, while its effect on healthy life years is unclear. This study aims to investigate the associations between healthy life years lost due to multimorbidity and living risk. Methods: The participants of The China Health and Retirement Longitudinal Study (CHARLS) were assessed at four visits between 2011 (baseline) and 2018. At baseline, 13,949 individuals were administered surveys. A combined score based on seven health-related factors was calculated, and the participants were classified into 3 groups based on living risk. We used the adjusted Cox regression methods to examine the associations between living risk groups and multimorbidity. We estimated the healthy life years lost due to multimorbidity using the Sullivan method. Results: A total of 9,091 adults aged 45 years or older (mean age of 59.55 ± 9.50 years with one disease, 52.60% women) were analyzed in the CHARLS. The probability of no multimorbidity over 7 years decreased from 0.9947 to 0.9697 in the low-risk group, whereas the probability of multimorbidity in low living risk was lower than that of high living risk, ranging from HR 1.253 (95% CI.992-1.581; P = 0.058) to 1.431 (1.05-1.949; P = 0.023) in sex, and ranging from HR 1.340 (95% CI 1.106-1.623; P = 0.003) to 2.002 (1.058-3.787; P = 0.033) in area. At 45 years, the healthy life years lost in men was <0.27 years compared to women in the low-risk group. Hypertension increased the risk of multimorbidity with an HR of 1.5 (95% CI 1.21-1.91; P < 0.001) in men. In urban areas, participants with diabetes had 3.2 times (95% CI 1.75-5.94, P < 0.001) higher risk of multimorbidity than participants without diabetes. Conclusions: These findings indicate that a low-risk lifestyle could decrease the loss of healthy life years under multimorbidity. The probability of multimorbidity in women and in urban areas was high. Hypertension was correlated with the hazard risk of multimorbidity.

Analysis of the association between health-related and work-related factors among workers and metabolic syndrome using data from the Korean National Health and Nutrition Examination Survey (2016).

BACKGROUND/OBJECTIVE: This study analyzed health-related factors for metabolic syndrome (Mets) among workers in South Korea. SUBJECTS/METHODS: This analysis included 4,666 adults aged 19-64 years to analyzed health-related risk factors for Mets from the Korean National Health and Nutrition Examination Survey (2016). The sociodemographic, working, health-related, and biochemical characteristics were presented as percentages (%) by chi-square tests. Multiple logistic regression analysis was performed to analyze the 95% confidence intervals (CIs) and associations between health-related factors characteristic of workers and the odds ratios of Mets. RESULTS: An increased prevalence of Mets was associated with male day workers compared to male shift workers (1.726-fold increase, 95% CI: 1.077-2.765), and with ≥ 8 hrs/day sleep duration compared to < 6 hrs/day sleep duration in female workers (2.133-fold, 95% CI: 1.041-4.368). In addition, reduced odds of high Mets were associated with male workers consumed of breakfast 5-7 times/wk compared to those consumed < 1 time/wk (0.593-fold decrease, 95% CI: 0.372-0.944). CONCLUSIONS: Health-related factors (sleep duration, frequency of breakfast) and working type in Korean workers may affect the prevalence of Mets.

Assessment of participation biases for a confidential non-anonymous adolescent study: A based population study.

A prospective study often receives a low participation rate that may alter the results quality. This study assessed the participation bias for a confidential non-anonymous adolescent survey among 1559 middle-school adolescents from north-eastern France (mean age 13.5 ±â€¯1.3). They completed an anonymous questionnaire gathering demographic/socioeconomic features as well as school, behavior and health-related difficulties, and adolescent's assent to participate with perceived parents' consent (APC) if they were contacted for a confidential non-anonymous survey at home. Such a survey received an APC of 60%. The logistic model including all socioeconomic factors and school, behavior and health-related difficulties showed that the adolescents with APC were less often male (adjusted odds ratio = 0.77, p = 0.014), non-European immigrant (0.48, p = 0.016), living with a single parent (0.72, p = 0.046), in manual-worker families (0.69, p = 0.007), had less often low parents' education (0.70, p = 0.002), body-mass-index measurement refusal (0.60, p = 0.010), no regular physical/sports activity (0.70, p = 0.035), poor social relationships (0.73, p = 0.046) and poor living environment (0.63, p = 0.007). The percentage of subjects with APC steadily decreased with the number of these criteria: from 74% for 0 criterion to 19% for 6-8 criteria. Because of these possible strong participation biases the construction of adolescent cohorts and the results interpretation should be made with prudence.