학술논문

Ethnic differences in the indirect effects of the COVID-19 pandemic on clinical monitoring and hospitalisations for non-COVID conditions in England: a population-based, observational cohort study using the OpenSAFELY platformResearch in context
Document Type
article
Author
Ruth E. CostelloJohn TazareDominik PiehlmaierEmily HerrettEdward P.K. ParkerBang ZhengKathryn E. MansfieldAlasdair D. HendersonHelena CarreiraPatrick BidulkaAngel Y.S. WongCharlotte Warren-GashJoseph F. HayesJennifer K. QuintBrian MacKennaAmir MehrkarRosalind M. EggoSrinivasa Vittal KatikireddiLaurie TomlinsonSinéad M. LanganRohini MathurNishi ChaturvediChloe ParkAlisia CarnemollaDylan WilliamsAnika KnueppelAndy BoydEmma L. TurnerKatharine M. EvansRichard ThomasSamantha BermanStela McLachlanMatthew CraneRebecca WhitehornJacqui OakleyDiane FosterHannah WoodwardKirsteen C. CampbellNicholas TimpsonAlex KwongAna Goncalves SoaresGareth GriffithRenin TomsLouise JonesHerbert AnnieRuth MitchellTom PalmerJonathan SterneVenexia WalkerLizzie HuntleyLaura FoxRachel DenholmRochelle KnightKate NorthstoneArun KanagaratnamElsie HorneHarriet ForbesTeri NorthKurt TaylorMarwa A.L. ArabScott WalkerJose I.C. CoronadoArun S. KarthikeyanGeorge PloubidisBettina MoltrechtCharlotte BoothSam ParsonsBozena WielgoszewskaCharis Bridger-StaatzClaire StevesEllen ThompsonPaz GarciaNathan CheethamRuth BowyerMaxim FreydinAmy RobertsBen GoldacreAlex WalkerJess MorleyWilliam HulmeLinda NabLouis FisherColm AndrewsHelen CurtisLisa HopcroftAmelia GreenPraveetha PatalayJane MaddockKishan PatelJean StaffordWels JacquesKate TillingJohn MacleodEoin McElroyAnoop ShahRichard SilverwoodSpiros DenaxasRobin FlaigDaniel McCartneyArchie CampbellLiam SmeethThomas CowlingKate MansfieldKevin WangKathryn MansfieldViyaasan MahalingasivamIan DouglasSinead LanganSinead BrophyMichael ParkerJonathan KennedyRosie McEachanJohn WrightKathryn WillanEllena BadrickGillian SantorelliTiffany YangBo HouAndrew SteptoeDi Gessa GiorgioJingmin ZhuPaola ZaninottoAngela WoodGenevieve CezardSamantha IpTom BoltonAlexia SampriElena RafetiFatima AlmaghrabiAziz SheikhSyed A. ShahVittal KatikireddiRichard ShawOlivia HamiltonMichael GreenTheocharis KromydasDaniel KopaskerFelix GreavesRobert WillansFiona GlenSteve SharpAlun HughesAndrew WongLee Hamill HowesAlicja RapalaLidia NigrelliFintan McArdleChelsea BeckfordBetty RamanRichard DobsonAmos FolarinCallum StewartYatharth RanjanJd CarpentieriLaura SheardChao FangSarah BazAndy GibsonJohn KellasStefan NeubauerStefan PiechnikElena LukaschukLaura C. SaundersJames M. WildStephen SmithPeter JezzardElizabeth TunnicliffeZeena-Britt SandersLucy FinniganVanessa FerreiraMark GreenRebecca RheadMilla KibbleYinghui WeiAgnieszka LemanskaFrancisco Perez-RecheLucy TeeceEdward ParkerAlex J. WalkerPeter InglesbyHelen J. CurtisCaroline E. MortonJessica MorleySebastian C.J. BaconGeorge HickmanRichard CrokerDavid EvansTom WardNicholas J. DeVitoAmelia C.A. GreenJon MasseyRebecca M. SmithWilliam J. HulmeSimon DavyColm D. AndrewsLisa E.M. HopcroftHenry DrysdaleIain DillinghamRobin Y. ParkRose HigginsChristine CunninghamMilan WiedemannSteven MaudeOrla MacdonaldBen F.C. Butler-ColeThomas O'DwyerCatherine L. StablesChristopher WoodAndrew D. BrownVictoria SpeedLucy BridgesAndrea L. SchafferCaroline E. WaltersChristopher T. RentschKrishnan BhaskaranAnna SchultzeElizabeth J. WilliamsonHelen I. McDonaldLaurie A. TomlinsonKevin WingRichard GrieveDaniel J. GrintIan J. DouglasStephen J.W. EvansJemma L. WalkerThomas E. CowlingEmily L. HerrettChristopher BatesJonathan CockburnJohn ParryFrank HesterSam HarperShaun O'HanlonAlex EavisRichard JarvisDima AvramovPaul GriffithsAaron FowlesNasreen ParkesBrian NicholsonRafael PereraDavid HarrisonKamlesh KhuntiJonathan AC. SterneJennifer Quint
Source
EClinicalMedicine, Vol 61, Iss , Pp 102077- (2023)
Subject
Ethnic differences
Pandemic
Healthcare utilisation
Medicine (General)
R5-920
Language
English
ISSN
2589-5370
Abstract
Summary: Background: The COVID-19 pandemic disrupted healthcare and may have impacted ethnic inequalities in healthcare. We aimed to describe the impact of pandemic-related disruption on ethnic differences in clinical monitoring and hospital admissions for non-COVID conditions in England. Methods: In this population-based, observational cohort study we used primary care electronic health record data with linkage to hospital episode statistics data and mortality data within OpenSAFELY, a data analytics platform created, with approval of NHS England, to address urgent COVID-19 research questions. We included adults aged 18 years and over registered with a TPP practice between March 1, 2018, and April 30, 2022. We excluded those with missing age, sex, geographic region, or Index of Multiple Deprivation. We grouped ethnicity (exposure), into five categories: White, Asian, Black, Other, and Mixed. We used interrupted time-series regression to estimate ethnic differences in clinical monitoring frequency (blood pressure and Hba1c measurements, chronic obstructive pulmonary disease and asthma annual reviews) before and after March 23, 2020. We used multivariable Cox regression to quantify ethnic differences in hospitalisations related to diabetes, cardiovascular disease, respiratory disease, and mental health before and after March 23, 2020. Findings: Of 33,510,937 registered with a GP as of 1st January 2020, 19,064,019 were adults, alive and registered for at least 3 months, 3,010,751 met the exclusion criteria and 1,122,912 were missing ethnicity. This resulted in 14,930,356 adults with known ethnicity (92% of sample): 86.6% were White, 7.3% Asian, 2.6% Black, 1.4% Mixed ethnicity, and 2.2% Other ethnicities. Clinical monitoring did not return to pre-pandemic levels for any ethnic group. Ethnic differences were apparent pre-pandemic, except for diabetes monitoring, and remained unchanged, except for blood pressure monitoring in those with mental health conditions where differences narrowed during the pandemic. For those of Black ethnicity, there were seven additional admissions for diabetic ketoacidosis per month during the pandemic, and relative ethnic differences narrowed during the pandemic compared to the White ethnic group (Pre-pandemic hazard ratio (HR): 0.50, 95% confidence interval (CI) 0.41, 0.60, Pandemic HR: 0.75, 95% CI: 0.65, 0.87). There was increased admissions for heart failure during the pandemic for all ethnic groups, though highest in those of White ethnicity (heart failure risk difference: 5.4). Relatively, ethnic differences narrowed for heart failure admission in those of Asian (Pre-pandemic HR 1.56, 95% CI 1.49, 1.64, Pandemic HR 1.24, 95% CI 1.19, 1.29) and Black ethnicity (Pre-pandemic HR 1.41, 95% CI: 1.30, 1.53, Pandemic HR: 1.16, 95% CI 1.09, 1.25) compared with White ethnicity. For other outcomes the pandemic had minimal impact on ethnic differences. Interpretation: Our study suggests that ethnic differences in clinical monitoring and hospitalisations remained largely unchanged during the pandemic for most conditions. Key exceptions were hospitalisations for diabetic ketoacidosis and heart failure, which warrant further investigation to understand the causes. Funding: LSHTM COVID-19 Response Grant (DONAT15912).