Evidence map›Paper›PMID 40885078›Full record

ArticleJournal of health economics2025

Longevity, Education, and Income: How large is the triangle?

Hoyt Bleakley

Abstract read
In one paragraph

Article in Journal of health economics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

1 author.

Hoyt BleakleyDepartment of Economics and Population Studies Center, University of Michigan, 611 Tappan Ave, Ann Arbor, MI 48109-1220, United States of America. Electronic address: hoytb@umich.edu.

Funding

Scientific/Technical CoreP2CHD041028 · NICHD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sarah A. Burgard · 2017 to 2026
$6.5M
NICHD NIH HHS P2C HD041028
6 · The paper itself

Abstract

While health affects economic development and wellbeing through a variety of pathways, one commonly suggested channel is a "horizon" mechanism in which increased longevity induces additional education. A recent literature devotes much attention to how much education responds to increasing longevity, while this study asks instead what impact this specific channel has on wellbeing (welfare). I note that death is like a tax on human-capital investments, which suggests using a standard tool of introductory economics: triangles. I estimate the (triangular) gain from reoptimization when education adjusts to lower adult mortality. Even for implausibly large responses of education to survival differences, almost all of today's low-human-development countries, if switched instantaneously to Japan's survival curve, would place a value on this channel of less than 3% of income. (This contrasts with a 40% 'rectangle' that they would gain even if education were held fixed.) Calibrating the model instead with well identified studies, I find that the horizon triangle for the typical low-income country is less than a percent of lifetime income.

Indexed as

Educational StatusIncomeLongevityAdultDeveloping CountriesFemaleHumansJapanMaleMiddle AgedMortalityEfficiency lossHarberger trianglesHealthHorizonLife expectancy

Identifiers

PMID40885078
PMCPMC12934125

What OpenQuestion holds

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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.