Evidence map›Paper›PMID 32393380›Full record

ArticleBMC health services research2020

Does disease management for diabetic nephropathy reduce medical expenditure? Evidence from a three-period difference-in-differences analysis.

Hiroyuki Kawaguchi, Michiko Moriyama, Hideki Hashimoto

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.8field-weighted citation impact, top 9% 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

5 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
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  4. A Quasi-Experimental Study of the Effects of Pre-Kindergarten Education on Pediatric Asthma.International journal of environmental research and public health · 2021
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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

3 authors at 3 institutions in 1 country.

Hiroyuki KawaguchiSeijo University, Faculty of Economics, 6-1-20 Seijo, Setagaya-ku, Tokyo, 157-8511, Japan. kawaguchi@seijo.ac.jp.ORCID http://orcid.org/0000-0001-8503-9278
Michiko MoriyamaClinical Nursing Research Laboratory, Chronic Care and Family Nursing Unit, Hiroshima University, Graduate School of Biomedical & Health Sciences, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8553, Japan.
Hideki HashimotoDepartment of Health and Social Behavior, The University of Tokyo, School of Public Health, 7-3-1 Hongo Bunkyo-ku, Tokyo, 133-0033, Japan.
Hiroshima University · JPSeijo University · JPThe University of Tokyo · JP

Funding

Japan Society for the Promotion of Science 24243039
6 · The paper itself

Abstract

backgroundTo discriminatively evaluate the cost-saving effects of a disease management program for diabetic nephropathy patients through care process rectification and, subsequently, improved health outcomes.

methodsThis study links public medical insurance claims data to the health records of a disease management program for diabetic nephropathy patients. To account for selection bias caused by the non-randomized allocation of the disease management program for diabetes patients, we adopted a fixed-effect model of panel data analysis. To discriminatively evaluate the cost-saving effects of the disease management program for diabetic nephropathy patients through care process rectification and, subsequently, improved health outcomes, we expanded the difference-in-differences analysis from the traditional two-period model to a three-period model, comprising the before-intervention, during-intervention, and after-intervention periods. Data were extracted from municipal public insurers in Kure, Japan.

resultsThe cost-reduction effect in terms of treatment costs from the before-intervention period to the during-intervention period (the rectification effect) was 4.02%, and the cost-saving effect from the during-intervention period to the after-intervention period (the health improvement effect) was 2.95%.

conclusionsA disease management program for diabetes patients organized by local public insurers in Japan reduced costs both by amending treatment processes and by subsequently improving the prognosis of the disease.

Indexed as

Cost SavingsDiabetes MellitusDiabetic NephropathiesDialysisDisease ManagementFemaleHealth Care CostsHealth ExpendituresHumansJapanMaleCharlson comorbidity indexDiabetesDialysisDifference-in-differences analysisDisease management

Identifiers

PMID32393380
PMCPMC7212603
OpenAlexW3027523285

What OpenQuestion holds

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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.