Evidence map›Paper›PMID 33532998›Full record

ArticleEnvironmental science and pollution research international2021

Distribution-based effects of disaggregated GDP and environmental quality-a case of quantile on quantile estimates.

Muhammad Shahid Hassan, Mubasher Iqbal, Noman Arshed

Abstract read
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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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Muhammad Shahid HassanSchool of Business and Economics, University of Management and Technology, Lahore, Pakistan.
Mubasher IqbalSchool of Business and Economics, University of Management and Technology, Lahore, Pakistan.
Noman ArshedSchool of Business and Economics, University of Management and Technology, Lahore, Pakistan. noman.arshed@umt.edu.pk.ORCID http://orcid.org/0000-0002-8940-5391

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is a strong association between environmental quality and economic activity. Empirical studies term this relationship as environmental Kuznets curve (EKC) using time series or panel data regression analysis, but their estimates are based on several assumptions. This study has explored the distribution oriented robust effect of disaggregated real GDP on environmental quality. These estimates are free of assumptions and provide the actual distribution of effects rather than a single value of the marginal effect. The data is collected for 189 countries between 1990 and 2018, and estimates are generated using panel quantile regression and quantile on quantile regression. The estimation results point towards the U-shaped industry EKC, inverted U-shaped service EKC, and linear agriculture EKC. The robust, practical, and realistic estimates of real economic activity and environment have paved way towards an in-depth analysis to sustain a better environmental quality.

Indexed as

Carbon DioxideEconomic DevelopmentAgricultureData AnalysisRegression AnalysisCarbon DioxideEnvironmental qualityEnvironment Kuznets’ curveQuantile regression

Identifiers

PMID33532998

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.