Health and household environment factors linked with early alcohol use in adolescence: a record-linked, data-driven, longitudinal cohort study

Amrita Bandyopadhyay, Sinead Brophy, Ashley Akbari, Joanne Demmler, Jonathan Kennedy, Shantini Paranjothy, Ronan A. Lyons, Simon Moore* (Corresponding Author)

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Introduction
Early alcohol use has significant association with poor health outcomes. Individual risk factors around early alcohol use have been identified, but a holistic, data-driven investigation into health and household environmental factors on early alcohol use is yet to be undertaken.
Objectives
This study aims to investigate the relationship between preceding health events, household exposures and early alcohol use during adolescence using a two-stage data-driven approach.
Methods
In stage one, study population (N = 1,072) were derived from Millennium Cohort Study (MCS)
Wales (born between 2000-2002). MCS data were first linked with electronic-health records. Factors associated with early (<=eleven years) alcohol use were identified using feature selection and stepwise logistic regression. In stage two analogues risk factors from MCS were recreated for whole population (N = 59,231) of children (born between 1998-2002 in the Welsh Demographic Service Dataset) using routine data to predict the alcohol-related health events
in hospital or GP records.
Results
Significant risk factors from stage two included poor maternal mental (adjusted odds ratio [aOR] = 1.31) and physical health (aOR = 1.25), living with someone with alcohol-related problem (aOR = 2.16), single-adult household (aOR = 1.45), ever in deprivation (aOR = 1.66), child’s high hyperactivity (aOR = 3.57), and conduct disorder (aOR = 3.26). Children with health events, whose health needs are supported (e.g., are taken to the doctor), are at lower risk of early alcohol use.
Conclusion
Health events of the family members and the child can act as modifiable exposures and may therefore inform the development of prevention initiatives. Families with known alcohol problems, living in deprivation, experiencing child behavioural problems and those who are not taken to the doctor are at higher risk of early drinking behaviour and should be prioritised for early years support and intervention to target problem drinking in young people.
Original languageEnglish
Article number13
Number of pages26
JournalInternational Journal of Population Data Science
Volume7
Issue number1
DOIs
Publication statusPublished - 7 Jul 2022

Keywords

  • alcohol
  • adolescent
  • data linkage
  • electronic health records (EHRS)
  • cohort study

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