Short-run effects of poverty on asthma, ear infections and health service use: analysis of the Longitudinal Study of Australian Children

International Journal of Epidemiology - Tập 50 Số 5 - Trang 1526-1539 - 2021
Rebecca Bentley1, Koen Simons1, Amanda Kvalsvig2, Barry Milne3, Tony Blakely1
1Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
2Department of Public Health, University of Otago, Wellington, New Zealand
3Department of Statistics, University of Auckland, Auckland, New Zealand

Tóm tắt

Abstract Background Many studies have reported an inferred causal association of income poverty with physical health among children; but making causal inference is challenging due to multiple potential sources of systematic error. We quantified the short-run effect of changes in household poverty status on children’s health (asthma and ear infections) and service use (visits to the doctor and parent-reported hospital admissions), using a national longitudinal study of Australian children, with particular attention to potential residual confounding and selection bias due to study attrition. Methods We use four modelling approaches differing in their capacity to reduce residual confounding (generalized linear, random effects (RE), hybrid and fixed effects (FE) regression modelling) to model the effect of income poverty (<60% of median income) on health for 10 090 children surveyed every 2nd year since 2004. For each method, we simulate the potential impact of selection bias arising due to attrition related to children’s health status. Results Of the 10 090 children included, 20% were in families in poverty at survey baseline (2004). Across subsequent years, ∼25% experienced intermittent and <2% persistent poverty. No substantial associations between poverty and child physical health and service use were observed in the FE models least prone to residual confounding [odds ratio (OR) 0.94, 95% confidence interval (CI) 0.81–1.10 for wheeze], in contrast to RE models that were positive (consistent with previous studies). Selection bias causing null findings was unlikely. Conclusions While poverty has deleterious causal effects on children’s socio-behavioural and educational outcomes, we find little evidence of a short-run causal effect of poverty on asthma, ear infections and health service use in Australia.

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Tài liệu tham khảo

Assari, 2018, Poverty Status and Childhood Asthma in White and Black Families: National Survey of Children's Health, Healthcare (Basel, 6, 62, 10.3390/healthcare6020062

Boyle, 2019, Poverty, neighbourhood antisocial behaviour, and children's mental health problems: findings from the 2014 Ontario Child Health Study, Can J Psychiatry, 64, 285, 10.1177/0706743719830027

2016, Council on Community Pediatrics. Poverty and child health in the United States, Pediatrics

Lai, 2019, Poverty dynamics and health in late childhood in the UK: evidence from the Millennium Cohort Study, Arch Dis Child, 104, 1049, 10.1136/archdischild-2018-316702

Pryor, 2019, Trajectories of family poverty and children's mental health: results from the Danish National Birth Cohort, Soc Sci Med, 220, 371, 10.1016/j.socscimed.2018.10.023

Schickedanz, 2015, Childhood poverty: understanding and preventing the adverse impacts of a most-prevalent risk to pediatric health and well-being, Pediatr Clin North Am, 62, 1111, 10.1016/j.pcl.2015.05.008

Wickham, 2016, Poverty and child health in the UK: using evidence for action, Arch Dis Child, 101, 759, 10.1136/archdischild-2014-306746

Wickham, 2017, The effect of a transition into poverty on child and maternal mental health: a longitudinal analysis of the UK Millennium Cohort Study, Lancet Public Health, 2, e141, 10.1016/S2468-2667(17)30011-7

Bawah, 2019, Does the provision of community health services offset the effects of poverty and low maternal educational attainment on childhood mortality? An analysis of the equity effect of the Navrongo experiment in Northern Ghana, SSM Popul Health, 7, 100335, 10.1016/j.ssmph.2018.100335

Sinfield, 2007, Preventing poverty in the European Union, Eur J Soc Security, 9, 11, 10.1177/138826270700900102

Acheson, 2001

Cooper, 2017, Does Money Affect Children’s Outcomes? An Update

Parascandola, 2001, Causation in epidemiology, J Epidemiol Community Health, 55, 905, 10.1136/jech.55.12.905

Summerfield, 2010, Child support and Welfare to Work reforms: The economic consequences for single-parent families, Fam Matters, 84, 68

Jacoby, 2011, Crowding and other strong predictors of upper respiratory tract carriage of otitis media-related bacteria in Australian Aboriginal and non-Aboriginal children, Pediatr Infect Dis J, 30, 480, 10.1097/INF.0b013e318217dc6e

Shorter, 2018, Indoor visible mold and mold odor are associated with new-onset childhood wheeze in a dose-dependent manner, Indoor Air, 28, 6, 10.1111/ina.12413

Dalziel, 2018, Born equal? The distribution of government Medicare spending for children, Soc Sci Med, 208, 50, 10.1016/j.socscimed.2018.04.037

Butler, 2013, Social exclusion, deprivation and child health: a spatial analysis of ambulatory care sensitive conditions in children aged 0–4 years in Victoria, Australia, Soc Sci Med, 94, 9, 10.1016/j.socscimed.2013.06.029

Nikiéma, 2012, Longitudinal patterns of poverty and health in early childhood: exploring the influence of concurrent, previous, and cumulative poverty on child health outcomes, BMC Pediatr, 12, 141, 10.1186/1471-2431-12-141

Nikiema, 2010, Poverty and chronic illness in early childhood: a comparison between the United Kingdom and Quebec, Pediatrics, 125, e499–507, 10.1542/peds.2009-0701

Little, 1989, Panel Surveys, 400

Atkinson, 1995, Income Distribution in OECD Countries, Organisation for Economic Co-operation and Development

2019

2017

2018, Australian Institute of Family Studies. Longitudinal Study of Australian Children Data User Guide – December 2018

Gunasekara, 2014, Fixed effects analysis of repeated measures data, Int J Epidemiol, 43, 264, 10.1093/ije/dyt221

Bartlett, 2015, Asymptotically unbiased estimation of exposure odds ratios in complete records logistic regression, Am J Epidemiol, 182, 730, 10.1093/aje/kwv114

Westreich, 2012, Berkson's bias, selection bias, and missing data, Epidemiology, 23, 159, 10.1097/EDE.0b013e31823b6296

Lash, 2009

Chilton, 2007, The negative effects of poverty and food insecurity on child development, Ind J Med Res

Lee, 2014, Longitudinal associations between poverty and obesity from birth through adolescence, Am J Public Health, 104, e70, 10.2105/AJPH.2013.301806

Bertrand, 2004, How much should we trust differences-in-differences estimates?, Q J Econ, 119, 249, 10.1162/003355304772839588