Dataset Information

Adolescent time use and mental health: a cross-sectional, compositional analysis in the Millennium Cohort Study.

ABSTRACT:

Objective

To examine the association of 24-hour time-use compositions with mental health in a large, geographically diverse sample of UK adolescents.

Design

Cross-sectional, secondary data analysis.

Setting

Millennium Cohort Study (sixth survey), a UK-based prospective birth cohort.

Participants

Data were available from 4642 adolescents aged 14 years. Analytical samples for weekday and weekend analyses were n=3485 and n=3468, respectively (45% boys, 85% white ethnicity).

Primary and secondary outcome measures

Primary outcome measures were the Strengths and Difficulties Questionnaire (SDQ, socioemotional behaviour), Mood and Feelings Questionnaire (MFQ, depressive symptoms) and Rosenberg Self-Esteem Scale (RSE, self-esteem). Behavioural exposure data were derived from 24-hour time-use diaries.

Results

On weekdays, participants spent approximately 54% of their time in sleep, 3% in physical activity, 9% in school-related activities, 6% in hobbies, 11% using electronic media and 16% in domestic activities. Predicted differences in SDQ, MFQ and RSE were statistically significant for all models (weekday and weekend) that simulated the addition or removal of 15 min physical activity, with an increase in activity being associated with improved mental health and vice versa. Predicted differences in RSE were also significant for simulated changes in electronic media use; an increase in electronic media use was associated with reduced self-esteem.

Conclusion

Small but consistent associations were observed between physical activity, electronic media use and selected markers of mental health. Findings support the delivery of physical activity interventions to promote mental health during adolescence, without the need to specifically target or protect time spent in other activities.

SUBMITTER: Atkin AJ

PROVIDER: S-EPMC8493927 | biostudies-literature |

REPOSITORIES: biostudies-literature

ACCESS DATA

Similar Datasets

Project description:PurposeThe relationship between ethnicity and adolescent mental health was investigated using cross-sectional data from the nationally representative UK Millennium Cohort Study.MethodsParental Strengths and Difficulties Questionnaire reports identified mental health problems in 10,357 young people aged 14 (n = 2042 from ethnic minority backgrounds: Mixed n = 492, Indian n = 275, Pakistani n = 496, Bangladeshi n = 221, Black Caribbean n = 102, Black African n = 187, Other Ethnic Group n = 269). Univariable logistic regression models investigated associations between each factor and outcome; a bivariable model investigated whether household income explained differences by ethnicity, and a multivariable model additionally adjusted for factors of social support (self-assessed support, parental relationship), participation (socialising, organised activities, religious attendance), and adversity (bullying, victimisation, substance use). Results were stratified by sex as evidence of a sex/ethnicity interaction was found (P = 0.0002).ResultsThere were lower unadjusted odds for mental health problems in boys from Black African (OR 0.15, 95% CI 0.04-0.61) and Indian backgrounds (OR 0.42, 95% CI 0.21-0.86) compared to White peers. After adjustment for income, odds were lower in boys from Black African (OR 0.10, 95% CI 0.02-0.38), Indian (OR 0.40, 95% CI 0.21-0.77), and Pakistani (OR 0.49, 95% CI 0.27-0.89) backgrounds, and girls from Bangladeshi (OR 0.18, 95% CI 0.05-0.65) and Pakistani (OR 0.63, 95% CI 0.41-0.99) backgrounds. After further adjustment for social support, participation, and adversity factors, only boys from a Black African background had lower odds (OR 0.16, 95% CI 0.03-0.71) of mental health problems.ConclusionsHousehold income confounded lower prevalence of mental health problems in some young people from Pakistani and Bangladeshi backgrounds; findings suggest ethnic differences are partly but not fully accounted for by income, social support, participation, and adversity. Addressing income inequalities and socially focused interventions may protect against mental health problems irrespective of ethnicity.

Project description:Time spent outdoors is associated with higher levels of physical activity. To date, correlates of independent outdoor play have not been investigated. This study aimed to identify potential demographic, behavioural, environmental and social correlates of children's independent outdoor play. Data were from the Millennium Cohort Study when children were aged 7 years. Parents reported whether their children played out unsupervised (yes/no) as well as the above mentioned correlates of unsupervised outdoor play. Children's physical activity levels were measured using waist worn accelerometry. Multiple logistic regression was used to examine associations between correlates and odds of independent (unsupervised) outdoor play. Adjusted multiple linear regression was used to estimate associations between independent outdoor play and objective measures of physical activity. Activity was measured as average daily moderate-to-vigorous activity, steps, and sedentary behaviour. 3856 (n = 29%) participants were categorised as engaging in independent outdoor play. Older age, being white British, being in poverty, living in close proximity to both family friends and family, having fewer internalising problems, having more externalising conduct problems and fewer pro-social behaviours were associated with higher odds of independent outdoor play. Independent outdoor play was associated with > 2 additional minutes of moderate-to-vigorous activity (B = 2.21 95% CI, 1.09 to 3.34), > 330 additional steps per day (B = 336.66 95% CI 209.80 to 463.51), and nearly 5 min less time spent sedentary per day (B = - 4.91 95% CI - 7.54, - 2.29) Younger children, those from a higher socio-economic-status, those isolated in location from family friends and family, and those with high levels of prosocial behaviour have lower levels of independent outdoor play. Independent outdoor play was associated with higher levels of physical activity and less time sedentary. Future interventions to promote independent outdoor play should target such populations.

Project description:Physician burnout has reached epidemic levels in many countries, contributing to adverse personal, patient and service outcomes. Adverse socioeconomic conditions, such as the economic downturn in the Ireland post 2008, contribute to a situation of increased demand but inadequate resources. Given a recent unprecedented increase in referrals to Irish child and adolescent mental health services (CAMHS), coupled with a fragmented and poorly resourced service, it is important to reflect on consultant child psychiatrists' well-being. OBJECTIVES:To report on the level of burnout among consultants working in CAMHS in Ireland using a cross-sectional design. SETTING:Community CAMHS in Ireland. PARTICIPANTS:An online questionnaire was sent to all consultant child psychiatrists registered with the Irish Medical Council (n=112). Fifty-two consultants replied (46% response rate). PRIMARY OUTCOME MEASURES:Questions assessed demographic and occupational details, career satisfaction and perceived management, government and public support. The Copenhagen Burnout Inventory measured personal, work and patient-related burnout. RESULTS:The prevalence of moderate or higher levels of work-related and personal burnout was 75% and 72.3%, respectively. Fewer (n=14, 26.9%) experienced patient-related burnout. There was a strong correlation between work burnout and personal (r =0.851, n=52, p<0.001) and patient-related burnout (r =0.476, n=52, p<0.001). Lack of confidence in government commitment to investment in CAMHS (p<0.001) and perceived ineffective management by health authorities (p=0.002) were associated with higher burnout scores. Few consultants (n=11, 21%) felt valued in their job. The majority (n=36, 69%) had seriously considered changing jobs, and this was positively associated with higher burnout (p<0.001). Higher burnout scores were present in those (n=15, 28.8%) who would not retrain in child psychiatry (p=0.002). CONCLUSION:The high level of burnout reported by respondents in this study, and ambivalence about child psychiatry as a career choice has huge professional and service implications. Urgent organisational intervention to support consultant psychiatrists' well-being is required.