Evidence map›Paper›PMID 42354294›Full record

ArticleInternational journal of environmental research and public health2026

On Burden of Diseases, Prevention, Medical Research and Health Service Delivery: Grampian Case Study.

Seshadri S Vasan, Sudarshan Anand, Miae Lee, Nicholas C Fluck

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. On Burden of Diseases, Prevention, Medical Research and Health Service Delivery: Grampian Case Study.International journal of environmental research and public health · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Seshadri S VasanNHS Grampian, Summerfield House, Aberdeen AB15 6RE, UK.ORCID 0000-0002-7326-3210
Sudarshan AnandSchool of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.ORCID 0000-0002-4203-532X
Miae LeeNHS Grampian, Summerfield House, Aberdeen AB15 6RE, UK.ORCID 0000-0003-0223-2000
Nicholas C FluckNHS Grampian, Summerfield House, Aberdeen AB15 6RE, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Burden of diseases measured as disability-adjusted life years (DALYs) per 100,000 people can be mined from public domain data, when they are made available by population health surveillance systems. This can be analysed to allow insightful comparisons with the national average, and to understand differences in trends between the sexes, age groups, time periods, geographic regions, and sub-regions. In this illustrative case study, we have analysed the Scottish burden of disease database to understand what ailed the population of the Grampian region before the COVID-19 pandemic. We have identified that selected cancers, ischaemic heart disease, Alzheimer's disease and other dementias are amongst the highest contributors to the burden; that drug use disorders and colorectal cancer are showing worsening trends and require health promotion and disease prevention measures from ages 15 and 25, respectively, especially in Aberdeen City; and that males are more vulnerable to atrial fibrillation and flutter, diabetes mellitus, oesophageal cancer, and self-harm, while females are more vulnerable to cerebrovascular and chronic obstructive pulmonary diseases. We demonstrate the usefulness of our analysis and methodology for the wider health system, allowing targeted medical research investments and coordinated response from public health and health service delivery. We also show the need for up-to-date surveillance data, forecasts, and evidence on the impact of interventions to be made available widely.

Indexed as

Biomedical ResearchCost of IllnessCOVID-19Delivery of Health CareAdolescentAdultAgedDisability-Adjusted Life YearsFemaleHumansMaleMiddle AgedScotlandYoung Adultburden of diseasecompound annual growth rate (CAGR)disability-adjusted life years (DALYs)disease preventionepidemiologyhealth policyhealth servicehealth surveillancemedical researchpublic health

Identifiers

PMID42354294
PMCPMC13299054

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.