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1.
J Adolesc ; 96(1): 31-48, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37740505

RESUMEN

INTRODUCTION: This study examined profiles of social connectedness among early adolescents in grade 7 before the COVID-19 pandemic was declared (Winter 2020), and in grade 8 during the second Wave of the pandemic (Winter 2021). METHOD: Linked data from 1753 early adolescents (49% female) from British Columbia, Canada who completed the Middle Years Development Instrument survey in grades 7 and 8 were used. Participants reported on life satisfaction, depressive symptoms, and connectedness with peers and adults at home, school and in the community. We used Latent Profile Analysis to identify connectedness profiles at both time points, and Latent Transition Analysis to examine transitions in connectedness profiles over time. Multiple regression analyses examined the associations between profile membership in grade 7 and mental well-being in grade 8, and the associations between transitions in profile membership (i.e., increase vs. decrease in connectedness over time) and mental well-being. RESULTS: Connectedness in multiple domains in grade 7 was related to significantly higher levels of mental well-being in grade 8, controlling for demographics, well-being in grade 7, and COVID-related mental health worries. Well-being was highest when students felt highly connected in all domains and lowest when they felt lower levels of connection. Increases in connectedness were associated with improvements in mental well-being and decreases with a decline in well-being over time. CONCLUSIONS: Experiencing connectedness with peers and adults is critical for the mental well-being in early adolescence. Providing opportunities to connect is important in the context of major societal challenges such as the COVID-19 pandemic.


Asunto(s)
COVID-19 , Salud Mental , Humanos , Femenino , Adolescente , Masculino , Pandemias , Instituciones Académicas , COVID-19/epidemiología , Colombia Británica/epidemiología
2.
Can J Psychiatry ; 68(1): 33-42, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35698751

RESUMEN

OBJECTIVE: We recently found that the risk of diagnosed non-affective psychotic disorder between the ages of 13 and 19 was lower for immigrant adolescents compared to those without a personal or parental migration history in British Columbia (BC), Canada. In the current study, we further examined the risk for migrants compared to non-migrants by region of origin and immigrant generation (first vs. second), adjusting for several demographic factors and migration class. METHODS: Administrative data were used to construct a cohort of individuals born 1990-98 and residing in South-Western BC (N = 193,400). Cases were identified by either one hospitalization or two outpatient physician visits with a primary diagnosis of a non-affective psychotic disorder. Poisson regression was used to estimate incidence rate ratios (IRR) of a diagnosed non-affective psychotic disorder by region of origin among first- and second-generation migrants compared to non-migrants, adjusting for sex, birth year, neighbourhood income and low family income. RESULTS: Risk of diagnosed non-affective psychotic disorder was lower among first-generation migrants from East Asia (IRR = 0.34[95% CI: 0.25-0.46]), South-Asia (IRR = 0.47[95% CI: 0.25-0.89]) and South-East Asia (IRR = 0.55[95% CI: 0.32-0.93]) and second-generation migrants from East Asia (IRR = 0.49[95% CI: 0.35-0.69]) and South Asia (IRR = 0.52[95% CI: 0.37-0.73]), compared to non-migrants. Adjusting for migration class attenuated but did not fully explain variation in risk by region among first-generation migrants. No groups exhibited a significantly elevated risk of the diagnosed non-affective psychotic disorder compared to non-migrants. CONCLUSION: Findings from this study underline the complexity of the association between migration and psychotic disorders. Future research should investigate why certain groups of migrants are less likely to be diagnosed and whether there are specific sub-groups that face an elevated risk.


Asunto(s)
Trastornos Psicóticos , Adolescente , Humanos , Adulto Joven , Adulto , Estudios Retrospectivos , Factores Socioeconómicos , Colombia Británica/epidemiología , Trastornos Psicóticos/epidemiología , Estudios de Cohortes , Incidencia
3.
Eur J Public Health ; 33(2): 287-292, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-36478224

RESUMEN

BACKGROUND: Sleep debt is linked to poor health behaviours, and adolescents may be especially vulnerable to deficit from the mismatch of their late chronotype with socially determined sleep timing. We aimed to investigate the potential association between social jetlag and sugar-sweetened beverages (SSBs) consumption among adolescents. METHODS: Cross-sectional data from 1031 adolescents (13-18 years) who participated in the population-based British Columbia Adolescent Substance Use Survey in 2012. Regression analysis using interaction terms estimated the associations between social jetlag (using self-reported weekday/weekends sleep times) and odds of SSB intake in girls and boys. RESULTS: On average, adolescents reported 1.59 (SD 0.73) hours of social jetlag, but girls had significantly more social jetlag (1.64) than boys (1.52). Most adolescents (84%) reported consuming SSBs, and significantly more boys (87%) than girls (81%); median SSB intake in boys was 1-2 times per week and in girls less than once per week. Significant differences in girls consuming any SSB were seen across levels of social jetlag. The odds of any SSB intake were significantly higher in adolescents with social jetlag between 1 and 2 h [odds ratio (OR): 1.6 (1.14-2.38)] and over 2 h [OR 1.87 (1.11-3.14)], compared with 1 h or less; associations were stronger and only significant in girls. CONCLUSIONS: This study is the first to show social jetlag is a common sleep deficit that is associated with SSB intake in adolescents, particularly among teen girls.


Asunto(s)
Bebidas Azucaradas , Masculino , Femenino , Humanos , Adolescente , Bebidas , Estudios Transversales , Sueño , Colombia Británica
4.
Soc Psychiatry Psychiatr Epidemiol ; 58(5): 693-709, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-35695905

RESUMEN

PURPOSE: Evidence from systematic reviews suggests that adult immigrants living in areas of higher immigrant density (areas with a higher proportion of foreign-born residents) tend to experience fewer mental health problems-likely through less discrimination, greater access to culturally/linguistically appropriate services, and greater social support. Less is known about how such contexts are associated with mental health during childhood-a key period in the onset and development of many mental health challenges. This study examined associations between neighbourhood immigrant density and youth mental health conditions in British Columbia (BC; Canada). METHODS: Census-derived neighbourhood characteristics were linked to medical records for youth present in ten of BC's largest school districts from age 5 through 19 over the study period (1995-2016; n = 138,090). Occurrence of physician assessed diagnoses of mood and/or anxiety disorders, attention deficit hyperactivity disorder (ADHD), and conduct disorder was inferred through International Classification of Diseases (ICD) diagnostic codes in universal public health insurance records. Multi-level logistic regression was used to model associations between neighbourhood characteristics and odds of diagnoses for each condition; models were stratified by generation status (first-generation: foreign-born; second-generation: Canadian-born to a foreign-born parent; non-immigrant). RESULTS: Higher neighbourhood immigrant density was associated with lower odds of disorders among first-generation immigrant youth (e.g., adjusted odds of mood-anxiety disorders for those in neighbourhoods with the highest immigrant density were 0.67 times lower (95% CI: 0.49, 0.92) than those in neighbourhoods with the lowest immigrant density). Such protective associations generally extended to second-generation and non-immigrant youth, but were-for some disorders-stronger for first-generation than second-generation or non-immigrant youth. CONCLUSIONS: Findings suggest there may be protective mechanisms associated with higher neighbourhood immigrant density for mental health conditions in immigrant and non-immigrant youth. It is important that future work examines potential pathways by which contextual factors impact immigrant and non-immigrant youth mental health.


Asunto(s)
Emigrantes e Inmigrantes , Salud Mental , Adulto , Humanos , Adolescente , Preescolar , Canadá/epidemiología , Colombia Británica/epidemiología , Estudios de Cohortes , Ansiedad
5.
Child Psychiatry Hum Dev ; 54(5): 1309-1320, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-35244815

RESUMEN

Despite anxiety being a prevalent mental health problem in children, little data exist on the pervasiveness and levels of anxiety symptoms in kindergarteners. Data from the Early Development Instrument, a teacher-completed, population-level measure of child development, were collected across Canada from 2004 to 2015. The final analytic sample consisted of 974,319 children of whom 2.6% were classified as "highly anxious". Compared to children who exhibited "few to none" anxious behaviors, highly anxious children were more likely to be male, have English/French as a second language, and have a special needs designation. Furthermore, compared with their less anxious peers, highly anxious children had between 3.5 and 6.1 higher odds of scoring below the 10th percentile cut-off in physical, social, language/cognitive and communication domains. Our findings suggest that anxious behaviors are related to children's overall health and illustrate the consistency and extensiveness of anxiety at a very young age among Canadian children.


Asunto(s)
Ansiedad , Desarrollo Infantil , Humanos , Masculino , Niño , Femenino , Canadá , Ansiedad/diagnóstico , Ansiedad/psicología , Trastornos de Ansiedad , Salud Infantil
6.
Can J Psychiatry ; 67(4): 295-304, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34792422

RESUMEN

OBJECTIVES: To estimate the diagnosed incidence of non-affective psychotic disorder between the ages of 13 and 19 years in South-Western British Columbia (BC) and to examine variation in risk by sex, family and neighbourhood income, family migration background, parent mental health contact and birth year. METHODS: Linked individual-level administrative data were used to construct a cohort of individuals born in 1990-1998 and residing in South-Western BC (n = 193,400). Cases were identified by either one hospitalization or two outpatient physician visits within 2 years with a primary diagnosis of a non-affective psychotic disorder (ICD-10: F20-29, ICD-9: 295, 297, 298). We estimated cumulative incidence, annual cumulative incidence and incidence rate between the ages of 13 and 19 years, and conducted Cox proportional hazards regression to estimate associations between sociodemographic factors and risk over the study period. RESULTS: We found that 0.64% of females and 0.88% of males were diagnosed with a non-affective psychotic disorder between the ages of 13 and 19 years, with increasing risk observed over the age range, especially amongst males. Incidence rate over the entire study period was 106 per 100,000 person-years for females and 145 per 100,000 person-years for males. Risk of diagnosis was elevated amongst those in low-income families and neighbourhoods, those with a parent who had a health service contact for a mental disorder, and more recent birth cohorts. Risk was reduced amongst children of immigrants compared to children of non-migrants. CONCLUSIONS: Findings from this study provide important information for health service planning in South-Western BC. Future work should examine whether variations in diagnosed incidence is driven by differences in health service engagement or reflect genuine differences in risk.


Asunto(s)
Trastornos Psicóticos , Adolescente , Adulto , Colombia Británica/epidemiología , Niño , Estudios de Cohortes , Femenino , Humanos , Incidencia , Masculino , Trastornos Psicóticos/epidemiología , Estudios Retrospectivos , Factores de Riesgo , Adulto Joven
7.
BMC Public Health ; 22(1): 310, 2022 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-35168575

RESUMEN

BACKGROUND: Research has shown that longer hours of screen time are negatively associated with children's healthy development. Whereas most research has focused on school-age children, less is known about this association in early childhood. To fill this gap, we examined the association between screen time and developmental health in preschool-aged children. METHODS: This study draws from a data linkage on children (N = 2983; Mean age = 5.2, SD = 0.3 years, 51% male) in British Columbia (BC), Canada, who entered Kindergarten in public elementary schools in 2019. Parent reports on children's screen time, health behaviors, demographics, and family income collected upon kindergarten entry (09/2019), were linked to teacher reports on children's developmental health, collected halfway through the school year (02/2020). Screen time was assessed with the Childhood Experiences Questionnaire. Developmental vulnerability versus developmental health in five domains (physical, social, emotional, language and cognition, and communication skills) was measured with the Early Development Instrument. RESULTS: Logistic regression analyses using generalized estimating equation showed that children with more than one hour of daily screen time were more likely to be vulnerable in all five developmental health domains: physical health and wellbeing (odds ratio [OR] =1.41; 95% confidence interval [CI], 0.99 - 2.0; p=0.058), social competence (OR=1.60; 95% CI, 1.16 - 2.2; p=0.004), emotional maturity (OR=1.29; 95% CI, 0.96 - 1.73; p=0.097), language and cognitive development (OR=1.81; 95% CI, 1.19 - 2.74; p=0.006) and communication skills (OR=1.60; 95% CI, 1.1 - 2.34; p=0.015) compared to children reporting up to one hour of screen time/day. An interaction effect between income and screen time on developmental health outcomes was non-significant. Results were adjusted for child demographics, family income, and other health behaviors. CONCLUSIONS: Daily screen time that exceeds the recommended one-hour limit for young children, as suggested by the Canadian 24-h Movement Guidelines for Children and Youth (Tremblay et al. BMC Public Health. 17:874, 2017; Tremblay J Physical Activity Health. 17:92-5, 2020) is negatively associated with developmental health outcomes in early childhood. Screen-based activities should thus be limited for young children. Future research needs to examine the underlying mechanisms through which screen time is linked to developmental vulnerabilities.


Asunto(s)
Desarrollo Infantil , Tiempo de Pantalla , Adolescente , Colombia Británica/epidemiología , Niño , Preescolar , Femenino , Humanos , Masculino , Instituciones Académicas , Habilidades Sociales
8.
Soc Psychiatry Psychiatr Epidemiol ; 57(4): 829-841, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34562109

RESUMEN

BACKGROUND: Refugee children face numerous challenges associated with pre-migration trauma and post-migration adaptation. Much research pertaining to refugee children's well-being focuses on psychiatric symptoms. Relatively few studies have examined how social context factors-such as perceptions of peer belonging, and support from adults at home and at school-contribute to the emotional health of refugee children. Informed by social-ecological theories emphasizing dynamic interactions between the contexts in which children develop, we examined associations between social context factors and emotional health in refugee children. METHODS: Data were drawn from a population-based data linkage in British Columbia, Canada. The analytic sample included 682 grade 4 students (Mage 9.2 years; 46.3% female) with a refugee background who responded to the Middle Years Development Instrument (MDI) during the 2010/2011-2016/2017 school years. The MDI is a self-report survey of children's social and emotional competencies and social context factors completed at school. Regression analyses were used to examine associations of social context factors (school climate, supportive adults at school and at home, and peer belonging) with indicators of emotional health (life satisfaction, self-concept, optimism, and sadness). Refugee generation status (first/second) was considered through stratification and testing of interactions with social context factors. RESULTS: Perceived supportive school climate, support from adults in school and at home, and peer belonging were each independently associated with better emotional health. Results were similar for first- and second-generation children. CONCLUSION: Taken together, results suggest a unique role of the school context to refugee children's emotional health. School-based programming that promotes positive school climate can be considered as an important approach to support newcomer refugee children and their families.


Asunto(s)
Refugiados , Adulto , Colombia Británica , Niño , Emociones , Femenino , Humanos , Masculino , Refugiados/psicología , Instituciones Académicas , Medio Social
9.
Pediatr Res ; 89(6): 1515-1522, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33299120

RESUMEN

BACKGROUND: Though prenatal antidepressant exposure has been associated with adverse developmental outcomes, the extent to which the effects are due to prenatal drug exposure or underlying maternal mood disturbances is unclear. METHODS: This was a population-based retrospective cohort study using administrative data from British Columbia, Canada (n = 94,712). Analyses were designed to remove confounding effects of prenatal antidepressant exposure from maternal mood. First, children prenatally exposed to antidepressants were matched to unexposed children using high-dimensional propensity scores (HDPS). Second, children whose mothers had used antidepressants throughout pregnancy were compared against those whose mothers discontinued treatment. RESULTS: In all, 3.87% (n = 3661) of children in the overall study population were prenatally exposed to antidepressants. In both analyses, we report increased odds for lower levels of physical independence (HDPS: OR, 1.14; 95% CI, 1.00-1.30; continuers/discontinuers: OR, 1.14; 95% CI, 0.99-1.32), and higher levels of anxious behaviors (HDPS: OR, 1.30; 95% CI, 1.01-1.66; continuers/discontinuers: OR, 1.32; 95% CI, 1.01-1.72) associated with antidepressant use in pregnancy. All other relationships were not significant using these methods. CONCLUSIONS: Prenatal antidepressant exposure was selectively associated with worse anxious behaviors and physical independence at kindergarten age, with no effects on other developmental domains. Effects are also likely attributable to maternal mental illness severity or other unmeasured confounding factors. IMPACT: Selective associations between prenatal antidepressant exposure and children's anxiety and physical independence at kindergarten were identified, with no impact on other developmental domains. Contradictory reports have emerged regarding the association of adverse child outcomes with prenatal antidepressant exposure. These inconsistencies may be due to differences in control for confounding. Effects of prenatal antidepressant exposure on anxious behaviors and physical independence are likely also attributable to severity of underlying maternal mood disorders, highlighting the importance of maternal mental health for developmental health.


Asunto(s)
Antidepresivos/uso terapéutico , Depresión/tratamiento farmacológico , Exposición Materna , Complicaciones del Embarazo/tratamiento farmacológico , Adulto , Antidepresivos/efectos adversos , Colombia Británica , Niño , Preescolar , Depresión/complicaciones , Femenino , Humanos , Masculino , Embarazo , Efectos Tardíos de la Exposición Prenatal , Estudios Retrospectivos
10.
Public Health Nutr ; 24(5): 1021-1033, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-32366338

RESUMEN

OBJECTIVE: To further understandings of household food insecurity in First Nations communities in Canada and its relationship with obesity. DESIGN: Analysis of a cross-sectional dataset from the First Nations Food, Nutrition and Environment Study representative of First Nations communities south of the 60th parallel. Multivariate logistic regression was used to assess associations between food insecurity and sociodemographic factors, as well as the odds of obesity among food-insecure households adjusting for sociodemographic characteristics. SETTING: Western and Central Canada. PARTICIPANTS: First Nations peoples aged ≥19 years. RESULTS: Forty-six percent of First Nations households experienced food insecurity. Food insecurity was highest for respondents who received social assistance; had ≤10 years of education; were female; had children in the household; were 19-30 years old; resided in Alberta; and had no year-round road access into the community. Rates of obesity were highest for respondents residing in marginally food-insecure households (female 56·6 %; male 54·6 %). In gender-specific analyses, the odds of obesity were highest among marginally food-insecure households in comparison with food-secure households, for both female (OR 1·57) and male (OR 1·57) respondents, adjusting for sociodemographic variables. For males only, those in severely food-insecure (compared with food-secure) households had lower odds of obesity after adjusting for confounding (OR 0·56). CONCLUSIONS: The interrelated challenges of food insecurity and obesity in First Nations communities emphasise the need for Indigenous-led, culturally appropriate and food sovereign approaches to food security and nutrition in support of holistic wellness and prevention of chronic disease.


Asunto(s)
Inseguridad Alimentaria , Abastecimiento de Alimentos , Adulto , Alberta/epidemiología , Colombia Británica/epidemiología , Niño , Estudios Transversales , Femenino , Humanos , Masculino , Manitoba , Obesidad/epidemiología , Ontario/epidemiología , Factores Socioeconómicos , Adulto Joven
11.
Prev Med ; 141: 106291, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33069689

RESUMEN

This study examines adolescents' (N = 28,712; 49% female; Mage = 12.25, SDage = 0.51) recreational screen time and participation in extracurricular activities during after-school hours in association to indicators of positive (optimism, satisfaction with life) and negative (anxiety, depressive symptoms) mental health and wellbeing. Data were drawn from a population-level study with the Middle Years Development Instrument (MDI) with grade 7 students in British Columbia (BC), Canada. The research was implemented in public school districts between 2014 and 2018. We found that adolescents who participated in extracurricular activities (e.g., sports, arts programs, community programs) were significantly less likely to engage in recreational screen-based activities (e.g., watching programs, browsing the internet, playing computer games) for 2 or more hours after school. Findings from Multilevel Structural Equation Modeling analyses showed that extracurricular participation was associated with higher levels of satisfaction with life and optimism, and lower levels of anxiety and depressive symptoms. In contrast, longer screen time (≥2 h/day) was associated with lower levels of satisfaction with life and optimism, and higher levels of anxiety and depressive symptoms; shorter screen time (<2 h/day) was associated with favorable mental health and wellbeing. For screen time, the effect was moderated by gender; the association between longer screen time and poorer mental health and wellbeing was significantly more pronounced for girls than boys. For both boys and girls, mental health and wellbeing were most favorable if they participated in extracurricular activities and reported less than 2 h of recreational screen time per day.


Asunto(s)
Tiempo de Pantalla , Deportes , Adolescente , Colombia Británica , Niño , Femenino , Humanos , Lactante , Masculino , Salud Mental , Factores Protectores
12.
Child Psychiatry Hum Dev ; 51(1): 80-93, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31338644

RESUMEN

Using a linked population-based database established on healthcare, socio-economic, and survey datasets in British Columbia, Canada, we examined how biological, socio-demographic, and socio-economic status (SES) factors at birth related to children's emotional development and mental health. One analysis examined teacher-rated anxiety, hyperactivity, and aggression for kindergarten children (Mage = 5.7; n = 134,094). Another analysis examined administrative healthcare records comprising of physician-assigned diagnostic codes for mental health conditions (conduct disorder, attention deficit hyperactivity disorder, anxiety disorder and depression) from ages 5 through 15 (n = 89,404). Various factors at birth, including gestational age, birthweight, and maternal demographics, were related to emotional development and mental health in childhood. Across outcomes, low SES indicated detrimental associations with various aspects of children's emotional development and mental health (e.g., adjusted odds of mental health conditions were 25-39% higher for children of low income families versus others). Findings reinforce evidence that poverty (reduction) is a primary public health issue.


Asunto(s)
Desarrollo Infantil/fisiología , Emociones/fisiología , Trastornos Mentales/diagnóstico , Salud Mental , Pobreza/psicología , Canadá , Niño , Preescolar , Bases de Datos Factuales , Estatus Económico , Femenino , Humanos , Masculino , Trastornos Mentales/psicología , Instituciones Académicas , Clase Social , Factores Socioeconómicos
13.
Soc Sci Res ; 85: 102344, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31789203

RESUMEN

Poverty has a well-established association with poor developmental outcomes in children but is often found to be a weak predictor of outcomes for migrant children. Building on theory focused on the developmental competencies of minority children, the current study used a systematic and novel analytic approach to disentangle the relationship between income and developmental outcomes for different groups of migrant children. Utilizing a population-based cohort of children in British Columbia, Canada (N = 23,154), the study examined whether income differently predicted the kindergarten to Grade 7 (K-7) literacy and numeracy trajectories of migrant children (economic, family, and refugee groups), in comparison to non-migrants. By applying Group-Based Trajectory Modeling (GBTM), the study found that lower income was generally associated with lower K-7 literacy and numeracy achievement trajectories. The relationship between income and achievement did not differ for migrant children in comparison to non-migrant children, with the exception of one sub-group of high-achieving economic class migrant children, which appeared to be less impacted by low income levels. Follow-up binomial logistic regression analysis found that parental education levels at migration and English language ability predicted which migrant children would be high literacy and numeracy achievers despite low income. The results suggest that basic associations between poverty and the outcomes of migrant children mask an underlying complexity: For most migrant children, poverty was just as predictive of detrimental academic outcomes as it was for non-migrant children and being in the exceptional sub-group of high-achieving, low-income migrant children was partly accounted for by other protective factors.

14.
BMC Med Res Methodol ; 19(1): 97, 2019 05 09.
Artículo en Inglés | MEDLINE | ID: mdl-31072299

RESUMEN

BACKGROUND: Despite its popularity, issues concerning the estimation of power in multilevel logistic regression models are prevalent because of the complexity involved in its calculation (i.e., computer-simulation-based approaches). These issues are further compounded by the fact that the distribution of the predictors can play a role in the power to estimate these effects. To address both matters, we present a sample of cases documenting the influence that predictor distribution have on statistical power as well as a user-friendly, web-based application to conduct power analysis for multilevel logistic regression. METHOD: Computer simulations are implemented to estimate statistical power in multilevel logistic regression with varying numbers of clusters, varying cluster sample sizes, and non-normal and non-symmetrical distributions of the Level 1/2 predictors. Power curves were simulated to see in what ways non-normal/unbalanced distributions of a binary predictor and a continuous predictor affect the detection of population effect sizes for main effects, a cross-level interaction and the variance of the random effects. RESULTS: Skewed continuous predictors and unbalanced binary ones require larger sample sizes at both levels than balanced binary predictors and normally-distributed continuous ones. In the most extreme case of imbalance (10% incidence) and skewness of a chi-square distribution with 1 degree of freedom, even 110 Level 2 units and 100 Level 1 units were not sufficient for all predictors to reach power of 80%, mostly hovering at around 50% with the exception of the skewed, continuous Level 2 predictor. CONCLUSIONS: Given the complex interactive influence among sample sizes, effect sizes and predictor distribution characteristics, it seems unwarranted to make generic rule-of-thumb sample size recommendations for multilevel logistic regression, aside from the fact that larger sample sizes are required when the distributions of the predictors are not symmetric or balanced. The more skewed or imbalanced the predictor is, the larger the sample size requirements. To assist researchers in planning research studies, a user-friendly web application that conducts power analysis via computer simulations in the R programming language is provided. With this web application, users can conduct simulations, tailored to their study design, to estimate statistical power for multilevel logistic regression models.


Asunto(s)
Simulación por Computador/estadística & datos numéricos , Interpretación Estadística de Datos , Modelos Logísticos , Modelos Estadísticos , Humanos , Tamaño de la Muestra
15.
J Youth Adolesc ; 48(11): 2255-2270, 2019 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-31440881

RESUMEN

Extracurricular participation plays an important role in positive youth development. Yet, little is known about the stability and change in extracurricular participation from middle childhood to early adolescence. Also, there is a gap in knowledge about the underlying processes that drive developmental outcomes associated with extracurricular participation. The present study examined transitions in extracurricular participation from grade 4 to 7, and investigated whether shifting from non-participation to participation in activities was associated with better mental health, considering peer belonging as a mediator. Latent Class Analyses of early adolescents' (50% female) self-reports on the Middle Years Development Instrument in grades 4 and 7 (N = 10,149) revealed four clusters of extracurricular involvement at both grade levels (i.e., "no activities", "all activities", "sports only", "individual activities"). Latent Transition Analysis showed that young people were most likely to stay in the same activities cluster from grade 4 to 7. About 10% were non-participants in grade 4 and had moved to activities by grade 7. In this subgroup, moving from non-participation to both sports and to all activities was associated with better mental health over time; this pathway was fully mediated by higher levels of peer belonging. The results suggest that supporting non-participants to join extracurricular activities can have implications for their mental health. Practical implications for communities, such as removing potential barriers to involvement before the onset of adolescence, are discussed.


Asunto(s)
Conducta del Adolescente/psicología , Actividades Recreativas/psicología , Salud Mental , Participación Social/psicología , Estudiantes/psicología , Adolescente , Niño , Femenino , Humanos , Masculino , Grupo Paritario , Quebec , Deportes/psicología
16.
Qual Life Res ; 27(10): 2595-2607, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-29926346

RESUMEN

PURPOSE: The Satisfaction With Life Scale adapted for Children (SWLS-C) is a self-report measure of children's quality of life and has exhibited sound psychometric properties. In light of increasing ethno-cultural diversity, it is important to understand child life satisfaction across diverse subgroups. Employing children's language background as a proxy for cultural background among children in British Columbia, Canada, we examined (a) the cross-cultural measurement equivalence of the SWLS-C; and (b) cross-cultural relations of peer support and adult support with SWLS-C. METHODS: Participants were 20,119 children (Mage 9.2; 50.2% boys) who provided data as part of a self-report child health survey (the Middle-years Development Instrument). Measurement equivalence across eight language/cultural background groups was tested via multi-group confirmatory factor analysis. Multi-level analyses were used to compare: a) SWLS-C means; and b) associations of peer support and adult support with SWLS-C scores, by language/cultural background. RESULTS: Findings supported strict measurement equivalence between the English language/cultural background group and all other language/cultural background groups for the SWLS-C. Relative to the English language background group, SWLS-C means differed for several language/cultural background groups. Within every language/cultural background group, however, peer and adult support scale scores were significant positive correlates of SWLS-C scores. CONCLUSIONS: This study provided evidence for measurement equivalence of a life satisfaction measure across children from diverse language/cultural backgrounds and identified between-group differences in the level of child life satisfaction that were generally consistent with prior theory and findings. Moreover, results provided evidence of promotive associations of adult support and peer support with life satisfaction among diverse groups of children.


Asunto(s)
Etnicidad/psicología , Satisfacción Personal , Psicometría/métodos , Calidad de Vida/psicología , Apoyo Social , Colombia Británica , Niño , Diversidad Cultural , Análisis Factorial , Femenino , Encuestas Epidemiológicas , Humanos , Lenguaje , Masculino , Autoinforme
17.
Qual Life Res ; 26(9): 2251-2264, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28324322

RESUMEN

PURPOSE: The Satisfaction with Life Scale (SWLS) is a widely used measure of life satisfaction, a key aspect in quality of life. The SWLS has been used across many socio-demographic groups. Comparison of life satisfaction across different subgroups (e.g., cultures) is meaningful to researchers; such cross-group comparison presupposes that validity of the inferences from SWLS scores holds across various subgroups (measurement invariance: MI). The aim of the present review was to identify, summarize, and evaluate research testing measurement invariance of the SWLS. METHODS: A targeted literature search identified articles (published 1985-2016) that examined MI of the SWLS using multi-group confirmatory factor analysis. RESULTS: The search retrieved 27 articles, representing 66,380 respondents across 24 nations. Gender, age, and culture were the most common types of MI assessed. Most articles used translated (non-English) versions of the SWLS. The highest level of MI tested in each article (i.e., configural, metric, scalar, strict) varied. Findings generally supported a unidimensional structure (configural MI), but less commonly supported were equivalent factor loadings (metric MI). Over half of the gender invariance analyses supported scalar or strict MI, whereas scalar or strict MI was supported in only 1 of the 11 culture MI analyses and 1 of the 9 age MI analyses. CONCLUSIONS: Findings suggest meaningful comparisons of SWLS means across gender may be valid in some situations, but most likely not across culture or age groups. Participants mostly ascribe similar meaning to like items on the SWLS regardless of their gender, but age and especially culture seem to influence this process.


Asunto(s)
Psicometría/métodos , Calidad de Vida/psicología , Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Investigación , Factores de Tiempo , Adulto Joven
18.
Mult Scler ; 22(11): 1452-1462, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-26683589

RESUMEN

BACKGROUND: Exposure to parental chronic illness is associated with adverse developmental outcomes. OBJECTIVE: We examined the association between parental multiple sclerosis (MS) and parental MS-related clinical factors on developmental health. METHODS: We conducted a population-based cohort study in British Columbia, Canada, using linked health databases. The outcome was childhood development at 5 years of age, expressed as vulnerability on the Early Development Instrument (EDI). Adjusted odds ratios (aORs) and 95% confidence intervals (CIs) were estimated using conditional logistic regression. RESULTS: MS-affected parents (n = 783) were older, more likely to be English speakers, and had higher rates of mental health morbidity (39.6% vs 22.2%, p < 0.001) than unaffected parents (n = 2988). In the adjusted models, children of mothers with MS (aOR = 0.62, 95% CI = 0.44-0.87), but not children of the fathers with MS, had a lower risk of vulnerability on the social development domain of the EDI. However, mental health comorbidity (aOR = 1.62, 95% CI = 1.05-2.50) and physical comorbidity (aOR = 1.67, 95% CI = 1.05-2.64) among mothers with MS were associated with increased vulnerability on the EDI. CONCLUSION: Maternal MS, but not paternal MS, was associated with lower rates of developmental vulnerability on the social development domain. However, mental and physical comorbidity among MS-affected mothers were associated with increased developmental vulnerability in children.


Asunto(s)
Desarrollo Infantil , Hijo de Padres Discapacitados , Esclerosis Múltiple , Cambio Social , Adulto , Trastornos de Ansiedad , Colombia Británica , Estudios de Casos y Controles , Niño , Preescolar , Comorbilidad , Trastorno Depresivo , Padre , Femenino , Humanos , Modelos Logísticos , Masculino , Trastornos Mentales , Madres , Oportunidad Relativa , Adulto Joven
19.
Paediatr Perinat Epidemiol ; 30(4): 356-66, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27009813

RESUMEN

BACKGROUND: Although parental multiple sclerosis (MS) may put children at increased risk for mental health disorders such as anxiety and depression, the incidence and determinants of such disorders have not been examined. METHOD: We carried out a retrospective cohort study in British Columbia, Canada, among children of parents with MS and age-matched children of unaffected parents. Cox regression was used to estimate the association between parental MS and mood or anxiety disorders in children. RESULTS: The study included 1028 children of MS parents, 4010 children of unaffected parents, and 25 464 child-years of follow-up (median follow-up of 4 years). Mental health morbidity was more common among MS parents vs. unaffected parents (50.4% vs. 33.1%) and among MS-affected mothers vs. unaffected mothers (54.6% vs. 38.0%, P < 0.001). The incidence of child mood or anxiety disorders was 8.3 and 6.3 per 1000 child-years among children of parents with and without MS respectively. Sex of the MS-affected parent modified the relationship between parental MS and mood or anxiety disorders in children (P = 0.04). Compared with children of unaffected mothers, children of mothers affected by MS had higher rates of mood or anxiety disorders (HR 1.7, 95% CI 1.1, 2.4), whereas children of MS-affected fathers did not (HR 0.5, 95% CI 0.2, 1.7). Adjustment for mental health morbidity in mothers diminished the association between maternal MS and child mood or anxiety disorders. CONCLUSION: Maternal MS is associated with a higher rate of mood or anxiety disorders in children and this association appeared to be mediated by maternal mental health morbidity.


Asunto(s)
Trastornos de Ansiedad/epidemiología , Trastornos de Ansiedad/etiología , Conducta Infantil/psicología , Hijo de Padres Discapacitados/psicología , Trastorno Depresivo/epidemiología , Esclerosis Múltiple/epidemiología , Estrés Psicológico/epidemiología , Adaptación Psicológica , Adolescente , Adulto , Colombia Británica/epidemiología , Canadá/epidemiología , Niño , Preescolar , Trastorno Depresivo/etiología , Femenino , Humanos , Incidencia , Estudios Longitudinales , Masculino , Padres , Estudios Retrospectivos , Estrés Psicológico/etiología
20.
Mult Scler ; 21(9): 1172-83, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25583843

RESUMEN

BACKGROUND: Exposure to parental chronic illness is associated with several adverse developmental outcomes. OBJECTIVES: We examined the association between parental multiple sclerosis (MS) and childhood developmental outcomes. METHODS: We conducted a population-based retrospective cohort study in Manitoba, Canada, using linked databases. The outcome was childhood development at 5 years of age, expressed as vulnerability (absent vs. present) on the Early Development Instrument (EDI). Logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (CI). RESULTS: Children with an MS parent (n=153) were similar to children of unaffected parents (n=876) on all EDI domains. However, mental health morbidity was more common among MS parents compared with non-MS parents 49.5% vs. 35.3%. Among MS parents, mental health morbidity was associated with children's vulnerability on the social competence (OR, 5.73 [95% CI:1.11-29.58]) and emotional maturity (OR, 3.03 [95% CI:1.03-8.94]) domains. The duration of child's exposure to parental MS was associated with vulnerability on the physical health domain (OR, 1.49 [95%CI:1.03-2.15]). CONCLUSION: Parental MS was not associated with adverse early childhood developmental outcomes. However, children of parents with mental health morbidity, and those with longer duration of exposure to parental MS, were at higher risk for early childhood developmental vulnerability.


Asunto(s)
Desarrollo Infantil , Esclerosis Múltiple/psicología , Padres/psicología , Adulto , Preescolar , Enfermedad Crónica/psicología , Estudios de Cohortes , Femenino , Humanos , Masculino , Estudios Retrospectivos
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