Evidence map›Paper›PMID 36079780›Full record

ArticleNutrients2022

Does Regular Physical Activity Improve Personal Income? Empirical Evidence from China.

Xinlan Xiao, Youping Yu, Qiang He, Dingde Xu, Yanbin Qi, Li Ma, Xin Deng

Open access · goldAbstract read
In one paragraph

Article in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.3field-weighted citation impact, top 20% of its field
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

6 citing papers in PubMed, 9 citations in OpenAlex.

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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

7 authors at 2 institutions in 1 country.

Xinlan XiaoCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Youping YuCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Qiang HeCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.
Dingde XuCollege of Management, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0001-6359-6540
Yanbin QiCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0003-0570-3533
Li MaSchool of Public Affairs, Chongqing University, Chongqing 400044, China.
Xin DengCollege of Economics, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0003-3270-5649
Sichuan Agricultural University · CNChongqing University · CN

Funding

Research Center for Development of the Old Revolutionary Areas in Sichuan SLQ2022SB-34Research Center for High-quality Development of Tuojiang River Basin TJGZL2022-04
6 · The paper itself

Abstract

A lack of adequate exercise threatens human health, weakening human capital accumulation. The relationship between exercise and income has become the focus of attention in health economics. In terms of reducing body weight and improving physical fitness, diet and physical exercise are intertwined and become effective ways to shape a healthy state. Based on individual-level survey data from China, this study quantified the economic returns of habitual exercise behavior by using an endogenous switching regression model (ESRM) to eliminate selection bias. The study shows that (1) participants in the group with regular exercise behavior increased their income by 3.79% compared with those not exercising regularly; (2) for the group with no regular exercise behavior, regular exercise increased their income by 13.36% compared with those not exercising regularly. Additionally, empirical evidence shows that both drinking and smoking can significantly increase individual income, despite unhealthy habits. These results suggest that the habit of regular physical activity plays a vital role in increasing individual income and improving overall national health, and the effect of individual behavior on income is affected by national culture. The outcomes are empirical evidence for the Chinese government to promote Healthy China Action and support developing countries worldwide to enable habitual exercise, stimulating a policy of exercise behavior.

Indexed as

ExercisePhysical FitnessChinaHealth StatusHumansIncomeSurveys and Questionnaireschinadietendogenous switching regression modelexercise habitincome level

Identifiers

PMID36079780
PMCPMC9460796
OpenAlexW4293769497

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.