Evidence map›Paper›PMID 42210656›Full record

ArticleJournal of global health2026

When health systems invest matters: temporal imbalance and the case for life-course reorientation.

Jin Tian, Longmei Tang

Abstract read
In one paragraph

Article in Journal of global health, 2026. 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

2 authors.

Jin Tian *Hospital Management Innovation Center, The First Hospital of Hebei Medical University, Shijiazhuang, China.
Longmei Tang *Department of Social Medicine and Health Services Management, Faculty of Public Health, Hebei Medical University, Shijiazhuang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health systems worldwide face growing pressure from population ageing and the rising burden of noncommunicable diseases. Yet policy debates still focus mainly on how much is spent, while paying much less attention to when health systems invest. In many settings, spending remains concentrated in late-stage curative care, whereas earlier phases of the life course, when risks are still developing and remain modifiable, receive less sustained investment. We describe this mismatch as a temporal imbalance: a misalignment between when health risks accumulate and when resources are allocated. We argue that the pattern persists because institutions are usually rewarded for responding to visible burden, while the returns to earlier intervention are delayed, diffuse, and harder to attribute. As a result, organisations that invest early often cannot readily claim the later benefits of doing so. This creates a temporal accountability gap. Drawing on life-course epidemiology, health financing research, clinical perspectives from endocrinology and palliative care, and illustrative expenditure data from Hebei Province, China, we examine timing as an overlooked dimension of health policy and propose three practical policy actions: routine life-course expenditure reporting, longer evaluation horizons for prevention, and financing mechanisms that reward earlier investment.

Indexed as

Delivery of Health CareHealth ExpendituresHealth PolicyChinaHumansTime Factors

Identifiers

PMID42210656
PMCPMC13219971

What OpenQuestion holds

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LicenceCC BY
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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.