Evidence map›Paper›PMID 36554885›Full record

ArticleInternational journal of environmental research and public health2022

Effects of Human Capital on Energy Consumption: The Role of Income Inequality.

Yiping Gao, Rong Yuan, Shenglin Zheng

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. 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.

Yiping GaoSchool of Economics and Business Management, Chongqing University, Shazhengjie 174, Chongqing 400040, China.
Rong YuanSchool of Economics and Business Management, Chongqing University, Shazhengjie 174, Chongqing 400040, China.
Shenglin ZhengSchool of Economics and Business Management, Chongqing University, Shazhengjie 174, Chongqing 400040, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-quality human capital (HC) development has a strong influence on achieving a win-win target of economic growth and energy consumption mitigation based on the background of the contemporary "carbon neutrality" constraints in China. We here aim to empirically assess the effect of HC on energy consumption (EC) in 30 provinces of China from 2000 to 2019. Moreover, we broaden the literature by discussing the effect of HC in terms of impact mechanism and nonlinear relationship. Based on methods of the augmented mean group (AMG), the estimation of long-term impacts indicates that the improvement of HC significantly discourages the increase in EC. The intrinsic mechanism shows that the accumulation of HC significantly promotes the decline of EC through economic structure adjustment and technological innovation. Moreover, the threshold model indicates that income equality lifts the inhibitory impact of HC on EC. Accordingly, the development of HC should be involved in the policy preference of China's provincial and national development strategies considering its effectiveness in stimulating the reduction of energy consumption.

Indexed as

Economic DevelopmentIncomeCarbonCarbon DioxideChinaHumansInventionsCarbonCarbon DioxideAMGenergy consumptionhuman capitalincome inequalitymediating mechanism

Identifiers

PMID36554885
PMCPMC9778858

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.