Evidence map›Paper›PMID 29108600›Full record

ArticleSocial science research2017

Why does college education matter? Unveiling the contributions of selection factors.

Hui Zheng

Abstract read
In one paragraph

Article in Social science research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Beyond pain presence: the impact of multisite pain and pain interference on cognitive functioning among middle-aged and older adults.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
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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

1 author.

Hui ZhengOhio State University, 106 Townshend Hall, 1885 Neil Avenue Mall, Columbus, OH 43210, United States. Electronic address: zheng.64@osu.edu.

Funding

Institute for Population ResearchP2CHD058484 · NICHD · OHIO STATE UNIVERSITY · PI HAYFORD, SARAH R · 2014 to 2023
$5.0M
A Semi-parametric Approach to Mitigate Lagged Selection Bias in Trend StudiesR03SH000046 · SH · OHIO STATE UNIVERSITY · PI ZHENG, HUI · 2016 to 2017
$148k
NCHS CDC HHS R03 SH000046NICHD NIH HHS P2C HD058484
6 · The paper itself

Abstract

This study investigates the contributions of pre-college selection factors that may partially lead to the college degree - health link by using longitudinal data from the National Longitudinal Survey of Youth (1979) cohort. Propensity score matching method finds that the effects of college degree on various health outcomes (self-rated health, physical component summary index, health limitations, CESD scale) are reduced by 51% on average (range: 37%-70%) in the matched sample. Among these observed factors, cognitive skill is the biggest confounder, followed by pre-college health and socioeconomic characteristics (marital aspiration, years of schooling, marriage, fertility, poverty status) and non-cognitive skills (e.g., self-esteem). Rotter Internal-External Locus of Control scale is not significantly associated with all four health measures. The effects of most indicators of family background (parental education, family stability, family size, religious background) on the health of adult children are not direct but through offspring's early adulthood health and socioeconomic status.

Indexed as

Cognitive skillsEducationHealthNon-cognitive skillsSelection

Identifiers

PMID29108600
PMCPMC5685179

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.