Evidence map›Paper›PMID 40473675›Full record

ArticleScientific reports2025

An empirical investigation of environmental impacts of agglomeration economies in major cities of Pakistan.

Naghmana Ghafoor, Mehr-Un-Nisa, Gul Zareen Ghafoor, Faiza Sharif

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

4 authors.

Naghmana GhafoorDepartment of Economics, Lahore College for Women University, Lahore, Pakistan.
Mehr-Un-NisaDepartment of Economics, Lahore College for Women University, Lahore, Pakistan.
Gul Zareen GhafoorSustainable Development Study Centre, Government College University, Lahore, Pakistan. zareen.sdsc@gcu.edu.pk.ORCID https://orcid.org/0000-0003-4784-3366
Faiza SharifSustainable Development Study Centre, Government College University, Lahore, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Agglomeration economies arise when firms and people co-locate in cities. These economies are determined by city's activity, size, land and labor prices, and affect the overall environmental conditions of cities in developing economies. The present study empirically investigates environmental impacts of agglomeration economies in major cities of Pakistan during 2002-2019, using Dynamic Fixed Effects (DFE), Pooled Mean Group (PMG), and Mean Group (MG). The findings of the MG model reveal that over the time, the physical environment is negatively affected by agglomeration economies; e.g. population increase (-1.89, p < 0.05), increase in number of factories (-7.11, p < 0.001), increased number of registered vehicles (-1.02, p < 0.05), by creating pressures on human health, civic amenities, and air quality of cities. The study suggests decentralization of big cities, and reshaping of medium and small cities to control population pressure and industrial pollution in major cities of Pakistan.

Indexed as

Agglomeration economiesAir quality indexCity activityCity sizeLabor priceLand pricePanel data

Identifiers

PMID40473675
PMCPMC12141506

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.