Evidence map›Paper›PMID 42117221›Full record

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

Projecting National Outpatient Health Expenditures Under Health Literacy Improvement Scenarios: A Simulation Study.

Seokjun Moon, Hansol Jang, Junghun Yoo, Dunsol Go, Hocheol Lee

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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Seokjun MoonDepartment of Health Care Policy Research, Korea Institute for Health and Social Affairs, Sejong, Republic of Korea.ORCID 0000-0002-3490-7829
Hansol JangDepartment of Health Care Policy Research, Korea Institute for Health and Social Affairs, Sejong, Republic of Korea.ORCID 0009-0004-9125-3755
Junghun YooDepartment of Health Care Policy Research, Korea Institute for Health and Social Affairs, Sejong, Republic of Korea.ORCID 0000-0002-0980-6364
Dunsol GoDepartment of Health Care Policy Research, Korea Institute for Health and Social Affairs, Sejong, Republic of Korea.ORCID 0000-0002-9025-7760
Hocheol LeeDepartment of AI Health Information Management, Yonsei University, Wonju, Republic of Korea.ORCID 0000-0003-1467-8843

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BackgroundSouth Korea's Health Plan 2030 targets an increase in the proportion of adults with sufficient health literacy to 70% by 2030.MethodsThis scenario-based simulation study projected national outpatient healthcare expenditure from 2023 to 2030 using an ARIMA(1,1,1) model fitted to Korea National Health Accounts data (1970-2022). Two scenarios were compared: status quo (no change in health literacy distribution) and policy target (linear increase in sufficient health literacy from 49.3% in 2021 to 70% by 2030). An 8.6% expenditure differential between health literacy groups (95% CI: 1.3%-15.4%), estimated from the 2021 Korea Health Panel Survey, was applied with sensitivity analyses.ResultsNational outpatient expenditure was projected to reach KRW 91.2 trillion by 2030 under the status quo, compared with KRW 89.5 trillion under the policy target scenario, representing savings of KRW 1.70 trillion (1.9%). Sensitivity analyses yielded projected savings of KRW 0.25-3.15 trillion.ConclusionThese projections are conditional on modeling assumptions and do not imply causality, but suggest that achieving the national health literacy target may contribute to reducing outpatient expenditure and improving healthcare system efficiency.

Indexed as

Ambulatory CareHealth ExpendituresHealth LiteracyOutpatientsAdultForecastingHumansRepublic of KoreaARIMA modelhealthcare system efficiencyhealth literacyoutpatient expenditurescenario-based simulation

Identifiers

PMID42117221
PMCPMC13172698

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.