Evidence map›Paper›PMID 37307454›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Twins, income, and happiness: Evidence from China.

Maoliang Ye, Junsen Zhang, Hongbin Li

Abstract readTwin Study
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. 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

3 authors.

Maoliang YeSchool of Business, Southern University of Science and Technology, Shenzhen 518055, China.ORCID 0000-0003-0240-8686
Junsen ZhangSchool of Economics, Zhejiang University, Hangzhou 310058, China.
Hongbin LiStanford Center on China's Economy and Institutions, Freeman Spogli Institute for International Studies, and Stanford Institute for Economic Policy Research, Stanford University, CA 94305.ORCID 0000-0003-1216-8751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We estimate the causal effect of income on happiness using a unique dataset of Chinese twins. This allows us to address omitted variable bias and measurement errors. Our findings show that individual income has a large positive effect on happiness, with a doubling of income resulting in an increase of 0.26 scales or 0.37 SDs in the four-scale happiness measure. We also find that income matters most for males and the middle-aged. Our results highlight the importance of accounting for various biases when studying the relationship between socioeconomic status and subjective well-being.

Indexed as

HappinessIncomeAsian PeopleChinaHumansMaleMiddle Agedfixed effectshappinessincomeinstrumental variablestwins

Identifiers

PMID37307454
PMCPMC10288615

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.