Evidence map›Paper›PMID 42898239›Full record

ArticleFrontiers in psychology2026

Does higher education shape change in happiness during the COVID-19 pandemic? Evidence from working-age adults in China.

Huijiang Dai

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

1 author.

Huijiang DaiFaulty of Education and Human Development, The Education University of Hong Kong, Hong Kong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic had profound consequences for subjective well-being. Yet these consequences may have varied by educational attainment. This study aims to investigate whether patterns of happiness change during the COVID-19 pandemic differed between working-age adults with and without higher education. Using nationally representative panel data from the China Family Panel Studies (CFPS) and focusing on the 2018 and 2020 waves (N = 13,203), this research employs a difference-in-differences design to compare changes in self-reported happiness between individuals with and without higher education. By centering higher education as a key stratifying factor, this study extends the higher education literature on how large-scale crises affect happiness. The findings reveal that individuals with higher education experienced a significantly less pronounced decline in self-reported happiness (

Indexed as

COVID-19DIDhappinesshigher educationsubjective well-being

Identifiers

PMID42898239
PMCPMC13677464

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.