This is an Open Access document downloaded from ORCA, Cardiff University's institutional repository: https://orca.cardiff.ac.uk/id/eprint/88615/ This is the author’s version of a work that was submitted to / accepted for publication. Citation for final published version: Fone, D. ORCID: https://orcid.org/0000-0002-6476-4881, Morgan, J., Fry, R., Rodgers, S., Orford, S. ORCID: https://orcid.org/0000-0001-8517-4752, Farewell, D. ORCID: https://orcid.org/0000-0002-8871-1653, Dunstan, F. ORCID: https://orcid.org/0000-0002-1043-5281, White, J. ORCID: https://orcid.org/0000-0001-8371-8453, Sivarajasingam, V. ORCID: https://orcid.org/0000-0003-3541-592X, Trefan, L. ORCID: https://orcid.org/0000-0001-9750-7112, Brennan, I., Lee, S. ORCID: https://orcid.org/0000-0001-7763-5651, Shiode, N., Weightman, A. ORCID: https://orcid.org/0000-0001-5210-3798, Webster, C. and Lyons, R. 2016. Change in alcohol outlet density and alcohol-related harm to population health (CHALICE): a comprehensive record-linked database study in Wales. Public Health Research 4 (3) , pp. 1-184. 10.3310/phr04030 file Publishers page: http://dx.doi.org/10.3310/phr04030 <http://dx.doi.org/10.3310/phr04030> Please note: Changes made as a result of publishing processes such as copy-editing, formatting and page numbers may not be reflected in this version. For the definitive version of this publication, please refer to the published source. You are advised to consult the publisher’s version if you wish to cite this paper. This version is being made available in accordance with publisher policies. See http://orca.cf.ac.uk/policies.html for usage policies. Copyright and moral rights for publications made available in ORCA are retained by the copyright holders. PUBLIC HEALTH RESEARCH VOLUME 4 ISSUE 3 MARCH 2016 ISSN 2050-4381 Change in alcohol outlet density and alcohol-related harm to population health (CHALICE): a comprehensive record-linked database study in Wales David Fone, Jennifer Morgan, Richard Fry, Sarah Rodgers, Scott Orford, Daniel Farewell, Frank Dunstan, James White, Vas Sivarajasingam, Laszlo Trefan, Iain Brennan, Shin Lee, Narushige Shiode, Alison Weightman, Chris Webster and Ronan Lyons DOI 10.3310/phr04030 Change in alcohol outlet density and alcohol-related harm to population health (CHALICE): a comprehensive record-linked database study in Wales David Fone,1* Jennifer Morgan,1 Richard Fry,2 Sarah Rodgers,2 Scott Orford,3,4 Daniel Farewell,1 Frank Dunstan,1 James White,1,5 Vas Sivarajasingam,6 Laszlo Trefan,1 Iain Brennan,6 Shin Lee,3 Narushige Shiode,3 Alison Weightman,7 Chris Webster3 and Ronan Lyons2 1Farr Institute, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK 2Farr Institute, Swansea University Medical School, Swansea, UK 3School of Geography and Planning, Cardiff University, Cardiff, UK 4Wales Institute of Social and Economic Research, Data and Methods (WISERD), Cardiff University, Cardiff, UK 5Centre for the Development and Evaluation of Complex Interventions for Public Health Improvement, School of Medicine, Cardiff University, Cardiff, UK 6Violence and Society Research Group, School of Dentistry, Cardiff University, Cardiff, UK 7Specialist Unit for Research Evidence, University Library Service, CardiffUniversity, Cardiff, UK *Corresponding author Declared competing interests of authors: none Published March 2016 DOI: 10.3310/phr04030 This reportshould be referenced as follows: FoneD,MorganJ, Fry R, Rodgers S, Orford S, Farewell D,etal. 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Public Health Research Editor-in-Chief Professor Martin White Director of Research and Programme Leader, UKCRC Centre for Diet and Activity Research (CEDAR), MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, University of Cambridge; Visiting Professor, Newcastle University; and Director, NIHR Public Health Research Programme NIHR Journals Library Editor-in-Chief Professor Tom Walley Director, NIHR Evaluation, Trials and Studies and Director of the HTA Programme, UK NIHR Journals Library Editors Professor Ken Stein Chair of HTA Editorial Board and Professor of Public Health, University of Exeter Medical School, UK Professor Andree Le May Chair of NIHR Journals Library Editorial Group (EME, HS&DR, PGfAR, PHR journals) Dr Martin Ashton-Key Consultant in Public Health Medicine/Consultant Advisor, NETSCC, UK Professor Matthias Beck Chair in Public Sector Management and Subject Leader (Management Group), Queen’s University Management School, Queen’s University Belfast, UK Professor Aileen Clarke Professor of Public Health and Health Services Research, Warwick Medical School, University of Warwick, UK Dr Tessa Crilly Director, Crystal Blue Consulting Ltd, UK Dr Peter Davidson Director of NETSCC, HTA, UK Ms Tara Lamont Scientific Advisor, NETSCC, UK Professor Elaine McColl Director, Newcastle Clinical Trials Unit, Institute of Health and Society, Newcastle University, UK Professor William McGuire Professor of Child Health, Hull York Medical School, University of York, UK Professor Geoffrey Meads Professor of Health Sciences Research, Health and Wellbeing Research and Development Group, University of Winchester, UK Professor John Norrie Health Services Research Unit, University of Aberdeen, UK Professor John Powell Consultant Clinical Adviser, National Institute for Health and Care Excellence (NICE), UK Professor James Raftery Professor of Health Technology Assessment, Wessex Institute, Faculty of Medicine, University of Southampton, UK Dr Rob Riemsma Reviews Manager, Kleijnen Systematic Reviews Ltd, UK Professor Helen Roberts Professor of Child Health Research, UCL Institute of Child Health, UK Professor Jonathan Ross Professor of Sexual Health and HIV, University Hospital Birmingham, UK Professor Helen Snooks Professor of Health Services Research, Institute of Life Science, College of Medicine, Swansea University, UK Professor Jim Thornton Professor of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, University of Nottingham, UK Please visit the website for a list of members of the NIHR Journals Library Board: www.journalslibrary.nihr.ac.uk/about/editors Editorial contact: [email protected] NIHRJournalsLibrary www.journalslibrary.nihr.ac.uk DOI:10.3310/phr04030 PUBLICHEALTHRESEARCH2016 VOL.4 NO.3 Abstract Change in alcohol outlet density and alcohol-related harm to population health (CHALICE): a comprehensive record-linked database study in Wales David Fone,1* Jennifer Morgan,1 Richard Fry,2 Sarah Rodgers,2 Scott Orford,3,4 Daniel Farewell,1 Frank Dunstan,1 James White,1,5 Vas Sivarajasingam,6 Laszlo Trefan,1 Iain Brennan,6 Shin Lee,3 Narushige Shiode,3 Alison Weightman,7 Chris Webster3 and Ronan Lyons2 1Farr Institute, Division ofPopulation Medicine, School ofMedicine, Cardiff University, Cardiff, UK 2Farr Institute, Swansea University Medical School, Swansea,UK 3School ofGeography and Planning, Cardiff University, Cardiff,UK 4Wales Institute ofSocial and Economic Research, Dataand Methods(WISERD), Cardiff University, Cardiff, UK 5Centre forthe Development andEvaluation ofComplex Interventions for Public Health Improvement, Schoolof Medicine, Cardiff University, Cardiff, UK 6Violence and Society ResearchGroup, School of Dentistry, Cardiff University, Cardiff, UK 7SpecialistUnitforResearchEvidence,UniversityLibraryService,CardiffUniversity,Cardiff,UK *Corresponding author [email protected] Background: Excess alcoholconsumption has serious adverse effects onhealth and results in violence-related harm. Objective: This study investigated theimpact ofchange in community alcoholavailability on alcohol consumption and alcohol-related harms tohealth, assessing theeffect ofpopulation migration and small-area deprivation. Design: A naturalexperiment of changein alcohol outlet density between 2006and 2011measured at census Lower LayerSuper Output Area level usingobservational record-linked data. Setting: Wales, UK;population of2.5 million aged≥16 years. Outcome measures: Alcohol consumption, alcohol-related hospital admissions, accident and emergency (A&E) department attendances from midnight to06.00and violent crime against theperson. Data sources:Licensing Act 2003[Great Britain. LicensingAct 2003.London: The Stationery Office; 2003. URL: www.legislation.gov.uk/ukpga/2003/17/contents (accessed 8June 2015)] dataon alcohol outlets held bythe 22local authorities inWales, alcohol consumption data from annual Welsh HealthSurveys 2008–12,hospital admission data 2006–11from thePatient Episode Database for Wales (PEDW)and A&E attendance data 2009–11 wereanonymously record linked totheWelsh Demographic Service age–sex register within the Secure Anonymised Information Linkage Databank.A finaldata source was recorded crime 2008–11 from thefour police forces in Wales. ©Queen’sPrinterandControllerofHMSO2016.ThisworkwasproducedbyFoneetal.underthetermsofacommissioningcontractissuedbytheSecretaryofStateforHealth. Thisissuemaybefreelyreproducedforthepurposesofprivateresearchandstudyandextracts(orindeed,thefullreport)maybeincludedinprofessionaljournalsprovidedthat v suitableacknowledgementismadeandthereproductionisnotassociatedwithanyformofadvertising.Applicationsforcommercialreproductionshouldbeaddressedto:NIHR JournalsLibrary,NationalInstituteforHealthResearch,Evaluation,TrialsandStudiesCoordinatingCentre,AlphaHouse,UniversityofSouthamptonSciencePark,Southampton SO167NS,UK. ABSTRACT Methods: Outletdensity was estimated (1) asthe numberofoutlets percapita for the2006 static population and theper quarterlyupdated population toassessthe impact ofpopulation migration and (2) using newmethods ofnetwork analysis ofdistances between each household and alcoholoutlets within 10 minutesof walking and driving. Alcohol availability was measured by threevariables: (1) the previous quarterlyvalue; (2) positive and negative change overthe precedingfive quarters; and (3) volatility, ameasure ofabsolute quarterly changes during thepreceding fivequarters. Longitudinal statistical analysis used multilevel Poissonmodels ofconsumption and Geographically Weighted Regression (GWR) spatial models ofbinge drinking, Cox regression models ofhospital admissions and A&Eattendance and GWR modelsofviolent crime againstthe person, eachas afunction ofalcohol availability adjusting for confounding variables. The impact on healthinequalities was investigated by stratifying modelswithin quintiles ofthe WelshIndex ofMultiple Deprivation. Results: Themainfinding was that changein walking outlet densitywas associated with alcohol-related harms: consumption,hospital admissions and violent crime against theperson eachtracked the quarterly changes in outlet density. Alcohol-related A&Eattendances werenot clinically codedand the association was less conclusive. In general,social deprivation was strongly associated with theoutcome measures but did notsubstantially modify theassociations between the outcomesand alcohol availability. Wefoundno evidence for animportant effect of populationmigration. Limitations: Limitations included the absenceofany standardised methods ofalcohol outlet data collation, processing and validation, and incomplete data on on-salesand off-sales. Wewere dependent on thequality ofclinical coding and administrative records and could not identify alcohol-related attendances in the A&Edataset. Conclusion: Thiscomplexinterdisciplinarystudyfoundthatimportantalcohol-relatedharmswereassociated withchangeinalcoholoutletdensity.Futureworkrecommendationsincludedefiningaresearchstandardfor recordingoutletdataandclassificationofoutlettype,themethodologicaldevelopmentofresidence-based densitymeasuresandahealtheconomicanalysisofmodel-predictedharms. Funding: TheNational Institute for Health Research Public Health Researchprogramme. Additional technical and computingsupport was provided by theFarr Institute atSwansea University, made possible by thefollowing grant: Centre for theImprovement ofPopulation Health through E-records Research(CIPHER) and Farr Institute capital enhancement. CIPHERand theFarr Instituteare fundedby Arthritis ResearchUK, theBritish Heart Foundation, Cancer ResearchUK, theChief Scientist Office (Scottish Government Health Directorates), the Economic and Social ResearchCouncil, the Engineeringand Physical Sciences ResearchCouncil, the Medical Research Council, theNational Institute for Health Research, theNational Institute for Social Care and Health Research(Welsh Government) and theWellcome Trust(grant reference MR/K006525/1). vi NIHRJournalsLibrary www.journalslibrary.nihr.ac.uk DOI:10.3310/phr04030 PUBLICHEALTHRESEARCH2016 VOL.4 NO.3 Contents List oftables xi List offigures xix List ofboxes xxiii List ofabbreviations xxv PlainEnglish summary xxvii Scientificsummary xxix Chapter1Alcohol outlet density andharm to population health: literature review 1 Introduction 1 Methods 1 Results 2 Summary of cross-sectional studies 2 Longitudinal studies ofoutlet density and alcohol-related harm 2 Outlet density, neighbourhood deprivation and populationmigration 4 Measurement ofoutlet density 4 Summary 4 Chapter2Researchquestions 5 NationalInstitute for Health Research call 5 Primary research question 5 Secondaryresearch questions 5 Researchdesign 6 Chapter3Study setting 7 Introduction 7 LowerLayer Super OutputAreas 8 Welsh IndexofMultiple Deprivation 2008 8 Rural–urbansettlement typeclassification 9 Chapter4TheSecure Anonymised Information Linkage Databank 11 Introduction 11 WelshDemographic Service andAnonymised LinkingFields 12 WelshDemographic Service studycohorts 13 Residential Anonymous LinkingFields 13 Patient Episode Database for Wales 13 Accident and emergencydepartment attendances 14 Environment Geographic Information System 14 Researchethics and information governance 14 ©Queen’sPrinterandControllerofHMSO2016.ThisworkwasproducedbyFoneetal.underthetermsofacommissioningcontractissuedbytheSecretaryofStateforHealth. Thisissuemaybefreelyreproducedforthepurposesofprivateresearchandstudyandextracts(orindeed,thefullreport)maybeincludedinprofessionaljournalsprovidedthat vii suitableacknowledgementismadeandthereproductionisnotassociatedwithanyformofadvertising.Applicationsforcommercialreproductionshouldbeaddressedto:NIHR JournalsLibrary,NationalInstituteforHealthResearch,Evaluation,TrialsandStudiesCoordinatingCentre,AlphaHouse,UniversityofSouthamptonSciencePark,Southampton SO167NS,UK.
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