Evidence map›Paper›PMID 35420903›Full record

ArticleInquiry : a journal of medical care organization, provision and financing

Forecasting of Future Medical Care Expenditure in Japan Using a System Dynamics Model.

Sachie Inoue, Hua Xu, Jean-Claude Maswana, Makoto Kobayashi

Abstract read
In one paragraph

Article in Inquiry : a journal of medical care organization, provision and financing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. [Progress on the application of system dynamics model in the field of health management].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2025
    Review
  5. Article
  6. Article
  7. Towards greater impact in health technology assessment: System dynamic approach for new and emerging technologies in Iran.Daru : journal of Faculty of Pharmacy, Tehran University of Medical Sciences · 2024
    Article
  8. 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

4 authors.

Sachie Inoue474213CRECON Medical Assessment Inc., Tokyo, Japan.ORCID 0000-0002-1198-731X
Hua XuFaculty of Business Sciences, The University of Tsukuba, Tokyo, Japan.
Jean-Claude MaswanaGraduate School of Economics, Ritsumeikan University, Kyoto, Japan.
Makoto Kobayashi474213CRECON Medical Assessment Inc., Tokyo, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe aim of this study was to construct a system dynamics (SD) model to estimate the future medical care expenditure and to address the dynamic issues of health care that should be resolved. In particular, the measures for promoting the spread of generic drug (GE drug) usage in Japan and reducing cancer-related medical expenses were investigated regarding their future impact on medical finances.

methodsThe SD model was constructed from FY 2018 to FY 2050. The change in the future GE drug quantity share was analyzed by using a regression equation. The impact of the increase in medical expense for cancer and the change in the future national medical care expenditure were also estimated.

resultsThe annual total medical care expenditure in FY 2050 would arrive at 58.9-64.2 trillion JPY (US$ 535.1-584.0 billion) (1.3-1.5 times higher than that in FY 2018) with different trends in age groups. The cumulative total medical care expenditure was expected to decrease by about 787.0-989.4 billion JPY (US$ 7.2-9.0 billion) if the impact of the spread of GE drug usage was considered. On the other hand, due to the continuous increase in the cancer-related medical expense, the cumulative total medical care expenditure was estimated to increase about 7554.3-11715.0 billion JPY (US$ 68.7-106.5 billion).

conclusionsIf the cancer-related medical expense continues to increase in the future, an increase of 686.4-1104.2 billion JPY (US$ 6.2-10.0 billion) in FY 2050 is expected which suggests that this disease field should be prioritized regarding the measures to maintain medical finances.

Indexed as

Health ExpendituresHumansJapancancerdecision makingfuture estimationgeneric drug usagemedical care expenditurepolicy makingresource allocationsystem dynamics

Identifiers

PMID35420903
PMCPMC9019330

What OpenQuestion holds

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Registered trials

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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.