Effect of preschool childcare on school-aged children's adiposity in Quebec, Canada

被引:1
作者
Murphy, Tanya J. [1 ]
Kaufman, Jay S. [1 ]
Li, Patricia [2 ,3 ]
Steele, Russell [4 ]
Yang, Seungmi [1 ]
机构
[1] McGill Univ, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[2] McGill Univ Hlth Ctr, CORE, Pediat, Montreal, PQ, Canada
[3] McGill Univ Hlth Ctr, Res Inst, Montreal, PQ, Canada
[4] McGill Univ, Dept Math & Stat, Montreal, PQ, Canada
基金
加拿大健康研究院;
关键词
body mass index; Bayesian analysis; child; child preschool; child care; child health; epidemiologic effect modifier; linear models; public policy; OBESITY; OVERWEIGHT; RISK; SETTINGS; ASSOCIATION; INFERENCE; DESIGN; HEALTH;
D O I
10.1111/ppe.12790
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Regulated public childcare must follow nutrition and physical activity guidelines, but the impact of public childcare on childhood adiposity is unclear. Objectives To estimate the effects of universal preschool childcare on children's BMI in elementary school in Quebec, Canada, and whether the effects differed in children from more or less advantaged families. Methods For 1657 children enrolled in the Quebec Longitudinal Study of Child Development (1998-2010), BMI z-scores (BMIz) from 6 to 13 years were regressed on the childcare used from 2 to 5 years, adjusted for pre-childcare variables. Average treatment effects were estimated using the Bayesian multilevel linear regression and g-computation for four childcare profiles: 1) parental care or full-time care (35 hours/week) in a 2) centre-based, 3) regulated home-based or 4) unregulated home-based arrangement. Results Had all participants attended centre-based care, mean BMIz in kindergarten would have been 0.38 (95% credible interval [CrI] 0.23, 0.52), which was 0.40 (95% CrI 0.14, 0.65) SD higher than regulated home-based, 0.20 (95% CrI -0.04, 0.43) SD higher than unregulated home-based and 0.36 (95% CrI 0.11, 0.60) SD higher than parental care. By 12 years, mean BMIz had increased for all childcare profiles, but differences between childcare profiles had diminished. Conclusions Although centre-based childcare was associated with an earlier rise in BMI, compared with informal care, it had no large, enduring effect, overall, or for less advantaged children, in particular.
引用
收藏
页码:736 / 747
页数:12
相关论文
共 55 条
  • [1] [Anonymous], 2016, IVEWARE IMPUTATION V
  • [2] [Anonymous], 2019, GROWTH REF 5 19 YEAR
  • [3] Fitting Linear Mixed-Effects Models Using lme4
    Bates, Douglas
    Maechler, Martin
    Bolker, Benjamin M.
    Walker, Steven C.
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01): : 1 - 48
  • [4] The association between childcare arrangements and risk of overweight and obesity in childhood: a systematic review
    Black, L.
    Matvienko-Sikar, K.
    Kearney, P. M.
    [J]. OBESITY REVIEWS, 2017, 18 (10) : 1170 - 1190
  • [5] Boone-Heinonen Janne, 2016, Curr Epidemiol Rep, V3, P113
  • [6] Bruce N., 2019, IMPACTS SUBSIDIZED C
  • [7] Bürkner PC, 2018, R J, V10, P395
  • [8] brms: An R Package for Bayesian Multilevel Models Using Stan
    Buerkner, Paul-Christian
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2017, 80 (01): : 1 - 28
  • [9] Early Childhood Investments Substantially Boost Adult Health
    Campbell, Frances
    Conti, Gabriella
    Heckman, James J.
    Moon, Seong Hyeok
    Pinto, Rodrigo
    Pungello, Elizabeth
    Pan, Yi
    [J]. SCIENCE, 2014, 343 (6178) : 1478 - 1485
  • [10] Long-Term Impacts of Compensatory Preschool on Health and Behavior: Evidence from Head Start
    Carneiro, Pedro
    Ginja, Rita
    [J]. AMERICAN ECONOMIC JOURNAL-ECONOMIC POLICY, 2014, 6 (04) : 135 - 173