Evidence map›Paper›PMID 40882978›Full record

ArticleEuropean journal of public health2025

An index of multiple deprivation in Sweden: measuring area-level socio-economic inequalities.

Lode van der Velde, Ahmed Nabil Shabaan, Mathias Mattsson, Theo Bodin, Terje A Eikemo, Stefan Swartling Peterson, Anna-Karin Danielsson, Emilie E Agardh

Abstract read
In one paragraph

Article in European journal of public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Deprivation scores and NHS practice payment trends in England 2018-2019 to 2023-2024:a multivariable analysis.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026
    Article
  3. Article
  4. Article
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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

8 authors.

Lode van der VeldeDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-9714-6211
Ahmed Nabil ShabaanDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Mathias MattssonDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Theo BodinInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-2074-5857
Terje A EikemoCentre for Global Health Inequalities Research (CHAIN), Department of Sociology and Political Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
Stefan Swartling PetersonDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Anna-Karin DanielssonDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-4932-4607
Emilie E AgardhDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.

Funding

Swedish Research Council for Health, Working Life and Welfare 2021-00176Swedish Social Insurance Agency 2022/012287
6 · The paper itself

Abstract

Area-level measures of deprivation in Sweden often rely on limited socio-economic indicators, such as income or education. To address this, we developed the Index of Multiple Deprivation in Sweden (IMDIS) to capture a multitude of explanatory factors for socio-economic inequalities and the distribution across small areas in Sweden. The IMDIS is a compositional index constructed for small areas in Sweden in 2015 and combines 15 indicators across 4 domains (Housing, Employment, Income and Capital, and Education) into an overall deprivation score. Indicators were selected and spatially smoothed to mitigate the effect of small numbers and increase robustness. Domains were constructed using a weighted average of underlying indicators, allowing detailed examination of the significance each domain or indicator has in small areas, and were further combined using explicit weights. All areas were subsequently ranked from the 1st least to 5984th most deprived area. For each area, we generated three key outputs: a score, a rank, and assignment to a deprivation decile. The IMDIS showed high internal consistency and revealed stark geographic inequalities in deprivation. The most deprived areas were concentrated in urban regions, particularly Stockholm, Gothenburg, and Malmö. Housing deprivation was more prominent in urban areas, while educational deprivation was more prevalent in rural and peripheral regions. The IMDIS offers a comprehensive measure of multiple deprivation at the small-area level in Sweden. Its domains and indicators can be used individually or combined to identify inequalities in vulnerable areas and explore geographic patterns, supporting a deeper understanding of social disparities.

Indexed as

Health Status DisparitiesPoverty AreasResidence CharacteristicsSocioeconomic FactorsEducational StatusFemaleHousingHumansIncomeMaleRural PopulationSwedenUrban Population

Identifiers

PMID40882978
PMCPMC12707479

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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.