Evidence map›Paper›PMID 34226999›Full record

ArticleEnvironmental science and pollution research international2021

Role of education in poverty reduction: macroeconomic and social determinants form developing economies.

Fengqin Liu, Li Li, YunQian Zhang, Quang-Thanh Ngo, Wasim Iqbal

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In one paragraph

Article in Environmental science and pollution research international, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Fengqin LiuLaw School, Jiangsu University, Zhenjiang, 212013, China. nbliufengqin617@163.com.
Li LiFaculty of International Tourism and Management, City University of Macau, Macao, China.
YunQian ZhangFaculty of International Tourism and Management, City University of Macau, Macao, China.
Quang-Thanh NgoSchool of Government, University of Economics, Ho Chi Minh City, Vietnam.ORCID https://orcid.org/0000-0001-8357-1957
Wasim IqbalDepartment of Management Science, College of Management, Shenzhen University, Shenzhen, China. wasimiqbal@stumail.ysu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Education is the basis for poverty eradication and economic growth. Education provides the aim of this research is to explore educational and other environmental, economic and social determinants on poverty. The aim of this study is to measure an econometric estimation to measure the role of education on poverty reduction. The model was estimated using time series data from 1980 to 2018, using the Engle-Granger two-step co-integration technique, to obtain the economic long-term and short-term dynamic characteristics of education in reducing poverty rate in this era. This model is used to test the hypothesis that how education can uplift the economic progress of the country. Education significantly reduces the level of poverty, whereas the role of higher education seems more significant tool for alleviating poverty. The public and monetary sectors incorporate institutional features with relevant policy actions, while foreign sectors, particularly the oil sector, represent interactions with the rest of the world. A series of policy scenarios influence the industry-wide model, which is used to evaluate the government's various options for increasing economic productivity, resulting in sustained acceleration of growth and poverty reduction in the South Asian economics.

Indexed as

PovertySocial Determinants of HealthDemographyDeveloping CountriesEconomicsPopulation DynamicsSocioeconomic FactorsEconomic growthEducation multidimensional povertyMacro-econometric modellingSouth Asia

Identifiers

What OpenQuestion holds

Textmetadata
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.