Evidence map›Paper›PMID 37794428›Full record

ArticleInternational journal for equity in health2023

Scottish Index of Multiple Deprivation (SIMD) indicators as predictors of mortality among patients hospitalised with COVID-19 disease in the Lothian Region, Scotland during the first wave: a cohort study.

Marcello S Scopazzini, Roo Nicola Rose Cave, Callum P Mutch, Daniella A Ross, Anda Bularga, Margo Chase-Topping, Mark Woolhouse, Oliver Koch, DataLoch Covid-19 Collaborative, Meghan R Perry and 1 more

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Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.5field-weighted citation impact, top 26% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 3 citations in OpenAlex.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors at 4 institutions in 1 country.

Marcello S Scopazzini *Clinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK. marcello.scopazzini1@lshtm.ac.uk.
Roo Nicola Rose Cave *The School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
Callum P MutchClinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.
Daniella A RossClinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.
Anda BulargaBritish Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK.
Margo Chase-ToppingThe Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK.
Mark WoolhouseUsher Institute, University of Edinburgh, Edinburgh, UK.
Oliver KochClinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.
DataLoch Covid-19 Collaborative
Meghan R Perry *Clinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.
Claire L Mackintosh *Clinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.
NHS Lothian · GBUniversity of Edinburgh · GBRoslin Institute · GBBritish Heart Foundation · GB

Funding

Wellcome TrustWellcome Trust I211116-1060
6 · The paper itself

Abstract

backgroundSars-CoV-2, the causative agent of COVID-19, has led to more than 226,000 deaths in the UK and multiple risk factors for mortality including age, sex and deprivation have been identified. This study aimed to identify which individual indicators of the Scottish Index of Multiple Deprivation (SIMD), an area-based deprivation index, were predictive of mortality.

methodsThis was a prospective cohort study of anonymised electronic health records of 710 consecutive patients hospitalised with Covid-19 disease between March and June 2020 in the Lothian Region of Southeast Scotland. Data sources included automatically extracted data from national electronic platforms and manually extracted data from individual admission records. Exposure variables of interest were SIMD quintiles and 12 indicators of deprivation deemed clinically relevant selected from the SIMD. Our primary outcome was mortality. Age and sex adjusted univariable and multivariable analyses were used to determine measures of association between exposures of interest and the primary outcome.

resultsAfter adjusting for age and sex, we found an increased risk of mortality in the more deprived SIMD quintiles 1 and 3 (OR 1.75, CI 0.99-3.08, p = 0.053 and OR 2.17, CI 1.22-3.86, p = 0.009, respectively), but this association was not upheld in our multivariable model containing age, sex, Performance Status and clinical parameters of severity at admission. Of the 12 pre-selected indicators of deprivation, two were associated with greater mortality in our multivariable analysis: income deprivation rate categorised by quartile (Q4 (most deprived): 2.11 (1.20-3.77) p = 0.011)) and greater than expected hospitalisations due to alcohol per SIMD data zone (1.96 (1.28-3.00) p = 0.002)).

conclusionsSIMD as an aggregate measure of deprivation was not predictive of mortality in our cohort when other exposure measures were accounted for. However, we identified a two-fold increased risk of mortality in patients residing in areas with greater income-deprivation and/or number of hospitalisations due to alcohol. In areas where aggregate measures fail to capture pockets of deprivation, exploring the impact of specific SIMD indicators may be helpful in targeting resources to residents at risk of poorer outcomes from Covid-19.

Indexed as

COVID-19Cohort StudiesHumansProspective StudiesSARS-CoV-2ScotlandSocioeconomic FactorsCovid-19DeprivationMortalitySIMD indicators

Identifiers

PMID37794428
PMCPMC10552319
OpenAlexW4387345281

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.