Evidence map›Paper›PMID 31775847›Full record

ArticleBMC health services research2019

Modeling patients' time, travel, and monitoring costs in anticoagulation management: societal savings achievable with the shift from warfarin to direct oral anticoagulants.

Aapeli Leminen, Mikko Pyykönen, Juho Tynkkynen, Markku Tykkyläinen, Tiina Laatikainen

Abstract read
In one paragraph

Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Reimbursement and use of oral anticoagulants during 2014-2022 - A register-based study.Exploratory research in clinical and social pharmacy · 2023
    Article
  4. Article
  5. Article
  6. 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

5 authors.

Aapeli LeminenDepartment of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101, Joensuu, Finland. aapeli.leminen@uef.fi.
Mikko PyykönenDepartment of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101, Joensuu, Finland.
Juho TynkkynenFaculty of Medicine and Health Technology, Tampere University, Kalevantie 4, 33100, Tampere, Finland.
Markku TykkyläinenDepartment of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101, Joensuu, Finland.
Tiina LaatikainenInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland.

Funding

Strategic Research Council at the Academy of Finland 312704the Faculty of Social Sciences and Business Studies at the University of Eastern Finland XXX
6 · The paper itself

Abstract

backgroundAnticoagulation therapy is used for atrial fibrillation (AF) patients for reducing the risk of cardioembolic complications such as stroke. The previously recommended anticoagulant, warfarin, has a narrow therapeutic window, and it requires regular laboratory monitoring, unlike direct oral anticoagulants (DOAC). From a societal perspective, it is important to measure time and travel costs associated with warfarin monitoring to better compare the total therapy costs of these two alternative forms of anticoagulation management. In this study we design a georeferenced cost model to investigate societal savings achievable with the shift from warfarin to DOACs in the study region of North Karelia in Eastern Finland.

methodsIndividual-level patient data of 6519 AF patients was obtained from the regional patient database. Patients' geocoded home addresses and other GIS data were used to perform a network analysis for the optimal routes for warfarin monitoring visits. These measures of revealed accessibility were then used in the cost model to measure monetary time and travel costs in addition to direct healthcare costs of anticoagulation management.

resultsThe share of time and travel costs in warfarin monitoring is 26.6% of the total therapy costs in our study region. With current drug retail prices in Finland, the societal expense of anticoagulation management is only 2.6% higher with DOACs than in the baseline with warfarin. However, when 25% lower distributor's prices are used, the total societal cost decreases by 13.6% with DOACs.

conclusionsOur results indicate that patients' time and travel costs critically increase the societal cost of warfarin therapy; and despite the higher price of DOACs, they are already cost-efficient alternatives to warfarin in anticoagulation management. In the future, the cost of AF complications should be included in the cost comparison between warfarin and DOACs. Our modeling approach applies to different geographical regions and to different healthcare processes requiring patient monitoring.

Indexed as

Administration, OralAgedAged, 80 and overAnticoagulantsAtrial FibrillationDrug MonitoringFemaleFinlandHealth Care CostsHumansMaleMiddle AgedModels, EconomicTime FactorsTravelWarfarinAnticoagulantsWarfarinAccessibilityAtrial fibrillationCost modelDOACGISINR monitoringNetwork analysisReal-world data

Identifiers

PMID31775847
PMCPMC6882009

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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.