Evidence map›Paper›PMID 32968866›Full record

ArticleDiabetologia2020

Costs of diabetes complications: hospital-based care and absence from work for 392,200 people with type 2 diabetes and matched control participants in Sweden.

Emelie Andersson, Sofie Persson, Nino Hallén, Åsa Ericsson, Desirée Thielke, Peter Lindgren, Katarina Steen Carlsson, Johan Jendle

Open access · hybridAbstract read
In one paragraph

Article in Diabetologia, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed, 1 pooled it
16.2field-weighted citation impact, top 1% 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

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

48 citing papers in PubMed, 1 synthesis or guideline pooled it, 85 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Observational
  11. Article
  12. Observational
  13. Article
  14. Review
  15. Adherence and Persistence to Basal Insulin Among People with Type 2 Diabetes in Europe: A Systematic Literature Review and Meta-analysis.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024
    Review
  16. Article
  17. Glial cell alterations in diabetes-induced neurodegeneration.Cellular and molecular life sciences : CMLS · 2024
    Review
  18. Review
  19. Article
  20. 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

8 authors at 5 institutions in 2 countries.

Emelie AnderssonThe Swedish Institute for Health Economics, Lund, Sweden.
Sofie PerssonThe Swedish Institute for Health Economics, Lund, Sweden.ORCID 0000-0001-8372-0908
Nino HallénNovo Nordisk A/S, Copenhagen, Denmark.
Åsa EricssonNovo Nordisk Scandinavia, Malmö, Sweden.
Desirée ThielkeNovo Nordisk A/S, Copenhagen, Denmark.
Peter LindgrenThe Swedish Institute for Health Economics, Lund, Sweden.ORCID 0000-0002-8238-8189
Katarina Steen CarlssonThe Swedish Institute for Health Economics, Lund, Sweden. katarina.steen_carlsson@ihe.se.ORCID 0000-0002-2325-5634
Johan JendleDiabetes, Endocrinology and Metabolism Research Centre, Institute of Medical Sciences, Örebro University, Örebro, Sweden.ORCID 0000-0003-1025-1682
Lund University · SENovo Nordisk (Denmark) · DKKarolinska Institutet · SEÖrebro University · SESwedish Institute for Health Economics · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisThe risk of complications and medical consequences of type 2 diabetes are well known. Hospital costs have been identified as a key driver of total costs in studies of the economic burden of type 2 diabetes. Less evidence has been generated on the impact of individual diabetic complications on the overall societal burden. The objective of this study was to analyse costs of hospital-based healthcare (inpatient and outpatient care) and work absence related to individual macrovascular and microvascular complications of type 2 diabetes in Sweden in 2016.

methodsData for 2016 were retrieved from a Swedish national retrospective observational database cross-linking individual-level data for 1997-2016. The database contained information from population-based health, social insurance and socioeconomic registers for 392,200 people with type 2 diabetes and matched control participants (5:1). Presence of type 2 diabetes and of diabetes complications were derived using all years, 1997-2016. Costs of hospital-based care and of absence from work due to diabetes complications were estimated for the year 2016. Regression analysis was used for comparison with control participants to attribute absence from work to individual complications, and to account for joint presence of complications.

resultsUse of hospital care for complications was higher in type 2 diabetes compared with control participants in 2016: 26% vs 12% had ≥1 hospital contact; there were 86,104 vs 24,608 outpatient visits per 100,000 people; and there were 9894 vs 2546 inpatient admissions per 100,000 people (all p < 0.001). The corresponding total costs of hospital-based care for complications were €919 vs €232 per person (p < 0.001), and 74.7% of costs were then directly attributed to diabetes (€687 per person). Regression analyses distributed the costs of days absent from work across diabetes complications per se, basic type 2 diabetes effect and unattributed causes. Diabetes complications amounted to €1317 per person in 2016, accounting for possible complex interactions (25% of total costs of days absent). Key drivers of costs were the macrovascular complications angina pectoris, heart failure and stroke; and the microvascular complications eye diseases, including retinopathy, kidney disease and neuropathy. Early mortality in working ages cost an additional €579 per person and medications used in risk-factor treatment amounted to €418 per person. CONCLUSIONS/

interpretationThe economic burden of complications in type 2 diabetes is substantial. Costs of absence from work in this study were found to be greater than of hospital-based care, highlighting the need for considering treatment consequences in a societal perspective in research and policy. Graphical abstract.

Indexed as

AgedCost of IllnessDiabetes Mellitus, Type 2FemaleHealth Care CostsHumansMaleMiddle AgedSwedenCosts and cost analysisDiabetes complicationsDiabetes mellitus, type 2Hospital costsInsurance, disabilitySick leave

Identifiers

PMID32968866
PMCPMC7641955
OpenAlexW3089144860

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.