Evidence map›Paper›PMID 35473691›Full record

ArticleBMC health services research2022

Foot-related diabetes complications: care pathways, patient profiles and costs.

Olli Kurkela, Jaakko Nevalainen, Martti Arffman, Jorma Lahtela, Leena Forma

Abstract read
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Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

5 authors.

Olli KurkelaFaculty of Social Sciences, Tampere University, P.O Box 100, 30014, Tampere, Finland. olli.kurkela@tuni.fi.ORCID http://orcid.org/0000-0003-3600-5842
Jaakko NevalainenFaculty of Social Sciences, Tampere University, P.O Box 100, 30014, Tampere, Finland.ORCID http://orcid.org/0000-0001-6295-0245
Martti ArffmanFaculty of Social Sciences, Tampere University, P.O Box 100, 30014, Tampere, Finland.ORCID http://orcid.org/0000-0002-1647-4783
Jorma LahtelaTampere University Hospital, Teiskontie 35, P.O. Box 2000, 33520, Tampere, Finland.ORCID http://orcid.org/0000-0003-0752-8089
Leena FormaFaculty of Social Sciences, Tampere University, P.O Box 100, 30014, Tampere, Finland.ORCID http://orcid.org/0000-0002-8656-3722

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFoot-related diabetes complications reduce individual well-being, increase mortality and results in increased healthcare costs. Despite their notable stress on health services, studies examining the foot complication care pathways, especially from the viewpoint of health services, are limited. We aimed to identify the most typical care pathways following an initial foot-related diabetes complication, to characterize the patients on each pathway and calculate the related healthcare costs.

methodsThe identification of pathways was based on population-wide register-based data including all persons diagnosed with diabetes in Finland from 1964 to 2017. For each patient, initial foot-related complication from 2011-2016 was identified using the ICD-10 codes and related healthcare episodes were followed for two years until the end of 2017 or death. A sequence analysis was conducted on care episodes resulting in groups of typical care pathways, as well as their patient profiles. The costs of pathways resulting from the care episodes were calculated based on the data and the reported national unit costs and analyzed using linear models.

resultsWe identified six groups of typical pathways each comprising mainly single type of care episodes. Three of the groups comprised over 10 000 patients while the remaining groups ranged from a few hundred to a few thousand. Majority of pathways consisted only single care episode. However, among the rest of the care pathways variability in length of care pathways was observed between and within group of pathways. On average, the patients were over 65 years of age and were diagnosed with diabetes for over a decade. The pathways resulted in an annual cost of EUR 13 million. The mean costs were nearly 20-fold higher in the group with the highest costs (EUR 11 917) compared to the group with the lowest costs (EUR 609).

conclusionsWe identified groups of typical care pathways for diabetic foot and discovered notable heterogeneity in the resource use within the groups. This information is valuable in guiding the development of diabetes care to meet the growing need. Nevertheless, reasons underlying the observed heterogeneity requires further examination. Since foot complications are largely preventable, substantial savings could be achieved using cost-effective technologies and more efficient organization of care.

Indexed as

Diabetes Mellitus, Type 2Diabetic FootCritical PathwaysHealth Care CostsHealth ServicesHumansCare pathwaysDiabetes complicationsDiabetic footHealthcare costsSequence analysis

Identifiers

PMID35473691
PMCPMC9040351

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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.