Use of record-linkage to handle non-response and improve alcohol consumption estimates in health survey data: a study protocol

Gray, L., McCartney, G., White, I. R., Katikireddi, S. V., Rutherford, L., Gorman, E. and Leyland, A. H. 2013. Use of record-linkage to handle non-response and improve alcohol consumption estimates in health survey data: a study protocol . BMJ Open. 3 (3), p. BMJ Open 2013;3:e002647 e002647. https://doi.org/10.1136/bmjopen-2013-002647

TitleUse of record-linkage to handle non-response and improve alcohol consumption estimates in health survey data: a study protocol
TypeJournal article
AuthorsGray, L., McCartney, G., White, I. R., Katikireddi, S. V., Rutherford, L., Gorman, E. and Leyland, A. H.
Abstract

Introduction: Reliable estimates of health-related behaviours, such as levels of alcohol consumption in the population, are required to formulate and evaluate policies. National surveys provide such data; validity depends on generalisability, but this is threatened by declining response levels. Attempts to address bias arising from non-response are typically limited to survey weights based on sociodemographic characteristics, which do not capture differential health and related behaviours within categories. This project aims to explore and address non-response bias in health surveys with a focus on alcohol consumption.

Methods and analysis: The Scottish Health Surveys (SHeS) aim to provide estimates representative of the Scottish population living in private households. Survey data of consenting participants (92% of the achieved sample) have been record-linked to routine hospital admission (Scottish Morbidity Records (SMR)) and mortality (from National Records of Scotland (NRS)) data for surveys conducted in 1995, 1998, 2003, 2008, 2009 and 2010 (total adult sample size around 40 000), with maximum follow-up of 16 years. Also available are census information and SMR/NRS data for the general population. Comparisons of alcohol-related mortality and hospital admission rates in the linked SHeS-SMR/NRS with those in the general population will be made. Survey data will be augmented by quantification of differences to refine alcohol consumption estimates through the application of multiple imputation or inverse probability weighting. The resulting corrected estimates of population alcohol consumption will enable superior policy evaluation. An advanced weighting procedure will be developed for wider use.

Ethics and dissemination: Ethics approval for SHeS has been given by the National Health Service (NHS) Multi-Centre Research Ethics Committee and use of linked data has been approved by the Privacy Advisory Committee to the Board of NHS National Services Scotland and Registrar General. Funding has been granted by the MRC. The outputs will include four or five public health and statistical methodological international journal and conference papers.

Article numbere002647
JournalBMJ Open
Journal citation3 (3), p. BMJ Open 2013;3:e002647
ISSN2044-6055
Year2013
PublisherBMJ
Publisher's version
Digital Object Identifier (DOI)https://doi.org/10.1136/bmjopen-2013-002647
Publication dates
Published01 Mar 2013
FunderMRC (Medical Research Council)
LicenseCC BY-NC

Related outputs

Causal Inference
Kameshwara, K. and Gorman, E. Forthcoming. Causal Inference. in: Thomas, M., Jules, T., Shields, R. and Schweisfurth, M. (ed.) The Bloomsbury Handbook of Research Methods in Comparative and International Education Bloomsbury.

Ethnic differences in intergenerational housing mobility in England and Wales
Buscha, F., Gorman, E., Sturgis, P. and Zhang, M. 2023. Ethnic differences in intergenerational housing mobility in England and Wales. Journal of Social Policy. Advanced online publication. https://doi.org/10.1017/S0047279423000570

Education pathways to the labour market for 16-year-olds who struggle to achieve maths and English in General Certificate of Secondary Education
Gorman, E., Thomson, D., Urwin, P. and Zhang, M. 2023. Education pathways to the labour market for 16-year-olds who struggle to achieve maths and English in General Certificate of Secondary Education. ADRUK 2023 Conference. Swansea University. https://doi.org/10.23889/ijpds.v8i2.2306.

A national multiple baseline cohort study of mental health conditions in early adolescence and subsequent educational outcomes in New Zealand
Gorman, E., Bowden, N., Kokaua, J., McNeill, B. and Schluter, P.J. 2023. A national multiple baseline cohort study of mental health conditions in early adolescence and subsequent educational outcomes in New Zealand. Scientific Reports. 13 11025. https://doi.org/10.1038/s41598-023-38131-8

Does schooling have lasting effects on cognitive function? Evidence from compulsory schooling laws
Gorman, E. 2023. Does schooling have lasting effects on cognitive function? Evidence from compulsory schooling laws. Demography. 60 (4), pp. 1139-1161. https://doi.org/10.1215/00703370-10875853

Selective schooling and social mobility in England
Buscha, F., Gorman, E. and Sturgis, P. 2023. Selective schooling and social mobility in England. Labour Economics. 81 102336. https://doi.org/10.1016/j.labeco.2023.102336

Selective Schooling and Returns to Education
Gorman, E. 2022. Selective Schooling and Returns to Education. in: Zimmermann, K.F. (ed.) Handbook of Labor, Human Resources and Population Economics Springer.

Spatial and social mobility in England and Wales: A sub‐national analysis of differences and trends over time
Buscha, F., Gorman, Emma and Sturgis, Patrick 2021. Spatial and social mobility in England and Wales: A sub‐national analysis of differences and trends over time. The British Journal of Sociology. 72 (5), pp. 1378-1393. https://doi.org/10.1111/1468-4446.12885

Adolescent School Bullying Victimization and Later Life Outcomes
Gorman, E., Harmon, C., Mendolia, S., Staneva, A. and Walker, I. 2021. Adolescent School Bullying Victimization and Later Life Outcomes. Oxford Bulletin of Economics and Statistics. 83 (4), pp. 1048-1076. https://doi.org/10.1111/obes.12432

Heterogeneous effects of missing out on a place at a preferred secondary school in England
Gorman, Emma and Walker, Ian 2021. Heterogeneous effects of missing out on a place at a preferred secondary school in England. Economics of Education Review. 81 102082. https://doi.org/10.1016/j.econedurev.2021.102082

Correcting for non-participation bias in health surveys using record-linkage, synthetic observations and pattern mixture modelling
Gray, L., Gorman, E., White, I. R., Katikireddi, S. V., McCartney, G., Rutherford, L. and Leyland, A. H. 2020. Correcting for non-participation bias in health surveys using record-linkage, synthetic observations and pattern mixture modelling. Statistical Methods in Medical Research. 29 (4), pp. 1212-1226. https://doi.org/10.1177/0962280219854482

Assessing Factors that Affect the Labour Market Decisions of Young People aged 16 to 24: Research Informing LPC Review of Youth Rates
Bowyer, A., Cerqua, A., Di Pietro, G., Gorman, E. and Urwin, P. 2019. Assessing Factors that Affect the Labour Market Decisions of Young People aged 16 to 24: Research Informing LPC Review of Youth Rates. https://www.gov.uk/government/publications/research-on-minimum-wage-youth-rates Low Pay Commission.

Validation of non-participation bias methodology based on record-linked Finnish register-based health survey data: a protocol paper
McMinn, M. A., Martikainen, P., Gorman, E., Rissanen, H., Härkänen, T., Tolonen, H., Leyland, A. H. and Gray, L. 2019. Validation of non-participation bias methodology based on record-linked Finnish register-based health survey data: a protocol paper. BMJ Open. 9 (4), p. e026187 e026187. https://doi.org/10.1136/bmjopen-2018-026187

Adjustment for survey non‐representativeness using record‐linkage: refined estimates of alcohol consumption by deprivation in Scotland
Gorman, E., Leyland, A. H., McCartney, G., Katikireddi, S. V., Rutherford, L., Graham, L., Robinson, M. and Gray, L. 2017. Adjustment for survey non‐representativeness using record‐linkage: refined estimates of alcohol consumption by deprivation in Scotland. Addiction. 112 (7), pp. 1270-1280. https://doi.org/10.1111/add.13797

Assessing the Representativeness of Population-Sampled Health Surveys Through Linkage to Administrative Data on Alcohol-Related Outcomes
Gorman, E., Leyland, A. H., McCartney, G., White, I. R., Katikireddi, S. V., Rutherford, L., Graham, L. and Gray, L. 2014. Assessing the Representativeness of Population-Sampled Health Surveys Through Linkage to Administrative Data on Alcohol-Related Outcomes. American Journal of Epidemiology. 180 (9), pp. 941-948. https://doi.org/10.1093/aje/kwu207

Permalink - https://westminsterresearch.westminster.ac.uk/item/qv997/use-of-record-linkage-to-handle-non-response-and-improve-alcohol-consumption-estimates-in-health-survey-data-a-study-protocol


Share this

Usage statistics

71 total views
62 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.