Creating a health informatics data resource for hearing health research.


Journal

BMC medical informatics and decision making
ISSN: 1472-6947
Titre abrégé: BMC Med Inform Decis Mak
Pays: England
ID NLM: 101088682

Informations de publication

Date de publication:
29 Jul 2024
Historique:
received: 19 11 2023
accepted: 25 06 2024
medline: 30 7 2024
pubmed: 30 7 2024
entrez: 29 7 2024
Statut: epublish

Résumé

The National Institute of Health and Social Care Research (NIHR) Health Informatics Collaborative (HIC) for Hearing Health has been established in the UK to curate routinely collected hearing health data to address research questions. This study defines priority research areas, outlines its aims, governance structure and demonstrates how hearing health data have been integrated into a common data model using pure tone audiometry (PTA) as a case study. After identifying key research aims in hearing health, the governance structure for the NIHR HIC for Hearing Health is described. The Observational Medical Outcomes Partnership (OMOP) was chosen as our common data model to provide a case study example. The NIHR HIC Hearing Health theme have developed a data architecture outlying the flow of data from all of the various siloed electronic patient record systems to allow the effective linkage of data from electronic patient record systems to research systems. Using PTAs as an example, OMOPification of hearing health data successfully collated a rich breadth of datapoints across multiple centres. This study identified priority research areas where routinely collected hearing health data could be useful. It demonstrates integration and standardisation of such data into a common data model from multiple centres. By describing the process of data sharing across the HIC, we hope to invite more centres to contribute and utilise data to address research questions in hearing health. This national initiative has the power to transform UK hearing research and hearing care using routinely collected clinical data.

Sections du résumé

BACKGROUND BACKGROUND
The National Institute of Health and Social Care Research (NIHR) Health Informatics Collaborative (HIC) for Hearing Health has been established in the UK to curate routinely collected hearing health data to address research questions. This study defines priority research areas, outlines its aims, governance structure and demonstrates how hearing health data have been integrated into a common data model using pure tone audiometry (PTA) as a case study.
METHODS METHODS
After identifying key research aims in hearing health, the governance structure for the NIHR HIC for Hearing Health is described. The Observational Medical Outcomes Partnership (OMOP) was chosen as our common data model to provide a case study example.
RESULTS RESULTS
The NIHR HIC Hearing Health theme have developed a data architecture outlying the flow of data from all of the various siloed electronic patient record systems to allow the effective linkage of data from electronic patient record systems to research systems. Using PTAs as an example, OMOPification of hearing health data successfully collated a rich breadth of datapoints across multiple centres.
CONCLUSION CONCLUSIONS
This study identified priority research areas where routinely collected hearing health data could be useful. It demonstrates integration and standardisation of such data into a common data model from multiple centres. By describing the process of data sharing across the HIC, we hope to invite more centres to contribute and utilise data to address research questions in hearing health. This national initiative has the power to transform UK hearing research and hearing care using routinely collected clinical data.

Identifiants

pubmed: 39075459
doi: 10.1186/s12911-024-02589-x
pii: 10.1186/s12911-024-02589-x
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

209

Informations de copyright

© 2024. The Author(s).

Références

Royal National Institute for the Deaf. Facts and figures - RNID. https://rnid.org.uk/about-us/research-and-policy/facts-and-figures/ (accessed 12 Apr 2023).
Office of National Statistics. 2011 censuses UK comparability report. https://www.ons.gov.uk/census/planningforcensus2021/ukcensusdata (accessed 12 Apr 2023).
Shield B. Hearing Loss-Numbers and Costs EVALUATION OF THE SOCIAL AND ECONOMIC COSTS OF HEARING IMPAIRMENT A report for Hear-It AISBL. 2019.
Demorest ME, Erdman SA. Relationships among behavioral, environmental, and affective communication variables: a canonical analysis of the CPHI. J Speech Hear Disorders. 1989;54:180–8. https://doi.org/10.1044/jshd.5402.180 .
doi: 10.1044/jshd.5402.180
Meadow-Orlans KP. Social and psychological effects of hearing loss in adulthood: a literature review. Adjustment Adult Hear loss 1985;:35–57.
Shan A, Ting JS, Price C, et al. Hearing loss and employment: a systematic review of the association between hearing loss and employment among adults. J Laryngol Otol. 2020;134:387–97. https://doi.org/10.1017/S0022215120001012 .
doi: 10.1017/S0022215120001012 pubmed: 32468973
Haile L, Orji A, Briant P, et al. Updates on hearing from the global burden of Disease Study. Innov Aging. 2020;4:808–808. https://doi.org/10.1093/geroni/igaa057.2934 .
doi: 10.1093/geroni/igaa057.2934 pmcid: 7743268
Raviv D, Dror AA, Avraham KB. Hearing loss: a common disorder caused by many rare alleles. Ann N Y Acad Sci. 2010;1214:168–79. https://doi.org/10.1111/j.1749-6632.2010.05868.x .
doi: 10.1111/j.1749-6632.2010.05868.x pubmed: 21175685 pmcid: 3689008
The Lancet. Calling for research into deafness. Lancet. 2007;370:1738. https://doi.org/10.1016/S0140-6736(07)61729-2 .
doi: 10.1016/S0140-6736(07)61729-2
Wilson BS, Tucci DL, O’Donoghue GM, et al. A Lancet Commission to address the global burden of hearing loss. Lancet. 2019;393:2106–8. https://doi.org/10.1016/S0140-6736(19)30484-2 .
doi: 10.1016/S0140-6736(19)30484-2 pubmed: 30827785
Health Informatics Collaborative – National Institute for Health Research. https://hic.nihr.ac.uk/ (accessed 12 Apr 2023).
Davis AC. The prevalence of hearing impairment and reported hearing disability among adults in Great Britain. 1389. https://academic.oup.com/ije/article/18/4/911/683421 .
Tsimpida D, Kontopantelis E, Ashcroft DM, et al. Regional patterns and trends of hearing loss in England: evidence from the English longitudinal study of ageing (ELSA) and implications for health policy. BMC Geriatr. 2020;20:536. https://doi.org/10.1186/s12877-020-01945-6 .
doi: 10.1186/s12877-020-01945-6 pubmed: 33319704 pmcid: 7737370
Sawyer CS, Armitage CJ, Munro KJ, et al. Correlates of hearing Aid Use in UK adults. Ear Hear. 2019;40:1061–8. https://doi.org/10.1097/AUD.0000000000000695 .
doi: 10.1097/AUD.0000000000000695 pubmed: 30664127
Lin FR, Albert M. Hearing loss and dementia – who is listening? Aging Ment Health. 2014;18:671–3. https://doi.org/10.1080/13607863.2014.915924 .
doi: 10.1080/13607863.2014.915924 pubmed: 24875093 pmcid: 4075051
Samocha-Bonet D, Wu B, Ryugo DK. Diabetes mellitus and hearing loss: a review. Ageing Res Rev. 2021;71:101423. https://doi.org/10.1016/j.arr.2021.101423 .
doi: 10.1016/j.arr.2021.101423 pubmed: 34384902
Lin FR. Hearing loss and Falls among older adults in the United States. Arch Intern Med. 2012;172:369. https://doi.org/10.1001/archinternmed.2011.728 .
doi: 10.1001/archinternmed.2011.728 pubmed: 22371929 pmcid: 3518403
Chien W. Prevalence of hearing Aid Use among older adults in the United States. Arch Intern Med. 2012;172:292. https://doi.org/10.1001/archinternmed.2011.1408 .
doi: 10.1001/archinternmed.2011.1408 pubmed: 22332170 pmcid: 3564585
Melgar-Rojas P, Alvarado JC, Fuentes-Santamaría V et al. Cellular mechanisms of Age-related hearing loss. 2015. 305–33. https://doi.org/10.1007/978-3-319-13473-4_15 .
Schilder AGM, Su MP, Mandavia R, et al. Early phase trials of novel hearing therapeutics: avenues and opportunities. Hear Res. 2019;380:175–86. https://doi.org/10.1016/j.heares.2019.07.003 .
doi: 10.1016/j.heares.2019.07.003 pubmed: 31319285
Rai T, Dixon S, Ziebland S. Shifting research culture to address the mismatch between where trials recruit and where populations with the most disease live: a qualitative study. BMC Med Res Methodol. 2021;21:80. https://doi.org/10.1186/s12874-021-01268-z .
doi: 10.1186/s12874-021-01268-z pubmed: 33882874 pmcid: 8058580
Experimental medicine | NIHR. https://www.nihr.ac.uk/explore-nihr/support/experimental-medicine.htm (accessed 12 Apr 2023).
Reinecke I, Zoch M, Reich C et al. The Usage of OHDSI OMOP – A Scoping Review. 2021. https://doi.org/10.3233/SHTI210546 .
ISO 8253-1. 2010(en), Acoustics — Audiometric test methods — Part 1: Pure-tone air and bone conduction audiometry. https://www.iso.org/obp/ui/#iso:std:iso:8253:-1:ed-2:v1:en (accessed 12 Apr 2023).
documentation:cdm:single. -page [Observational Health Data Sciences and Informatics]. https://www.ohdsi.org/web/wiki/doku.php?id=documentation:cdm:single-page (accessed 12 Apr 2023).

Auteurs

Nishchay Mehta (N)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Royal National ENT Hospital, UCLH Trust, London, UK.

Baptiste Briot Ribeyre (BB)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK.

Lilia Dimitrov (L)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Royal National ENT Hospital, UCLH Trust, London, UK.

Louise J English (LJ)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK.

Colleen Ewart (C)

NIHR Health Informatics Collaborative Hearing Health, Patient and Public Engagement Group, London, UK.

Antje Heinrich (A)

NIHR Manchester Biomedical Research Centre, Manchester, UK.
Manchester Centre for Audiology and Deafness (ManCAD), School of Health Sciences, The University of Manchester, Manchester, UK.

Nikhil Joshi (N)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Royal National ENT Hospital, UCLH Trust, London, UK.

Kevin J Munro (KJ)

NIHR Manchester Biomedical Research Centre, Manchester, UK.
Manchester Centre for Audiology and Deafness (ManCAD), School of Health Sciences, The University of Manchester, Manchester, UK.

Gail Roadknight (G)

Oxford University Hospitals NHS Foundation Trust: Oxford, Oxfordshire, UK.

Luis Romao (L)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK.

Anne Gm Schilder (AG)

NIHR University College London Hospitals Biomedical Research Centre, London, UK.
Royal National ENT Hospital, UCLH Trust, London, UK.

Ruth V Spriggs (RV)

NIHR Biomedical Research Centre, School of Medicine, University of Nottingham, Nottingham, UK.
Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK.

Ruth Norris (R)

NIHR Manchester Biomedical Research Centre, Manchester, UK.
Centre for Health Informatics, School of Health Sciences, The University of Manchester, Manchester, UK.

Talisa Ross (T)

NIHR University College London Hospitals Biomedical Research Centre, London, UK. Talisaross@doctors.org.uk.
Royal National ENT Hospital, UCLH Trust, London, UK. Talisaross@doctors.org.uk.
Nottingham Audiology Services, Nottingham University Hospitals, Nottingham, UK. Talisaross@doctors.org.uk.

George Tilston (G)

NIHR Manchester Biomedical Research Centre, Manchester, UK.
Centre for Health Informatics, School of Health Sciences, The University of Manchester, Manchester, UK.

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