Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 615

The DOI matches its Crossref record; 78 of the 78 references it cites were found in a registry or an index.

Linking urbanization, human capital, and the ecological footprint in G7 countries: An empirical analysis

Ahmed, Zahoor, Zafar, Muhammad Wasif, Ali, Sajid, Danish·2020·Sustainable Cities and Society

Abstract

Abstract The G7 countries are facing the challenges of high urbanization, growing ecological footprint, and decreasing biocapacity. In these countries, urban areas are the center of economic activities and resource consumption. On this note, current study examines the effect of urbanization and human capital on the ecological footprint in G7 countries. The study uses advanced panel data estimators, such as CUP-FM and CUP-BC on data from 1971 to 2014. The findings reveal that urbanization increases the ecological footprint, whereas human capital reduces it. The reliability of long-run estimates is also examined by using CO2 emissions as a proxy of environmental impact. The results of causality test disclose unidirectional causality from human capital and urbanization to the ecological footprint. However, the causality between urbanization, human capital, and economic growth is bidirectional. Moreover, energy consumption, economic growth, and import increase environmental degradation, while export and foreign direct investment reduce environmental degradation. Finally, detailed policy options are proposed to combat environmental challenges of G7 countries.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.scs.2020.102064

Cites

78 of 78 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 78 references

Metadata

Authors
Ahmed, Z., Zafar, M. W., Ali, S., & Danish
Venue
Sustainable Cities and Society
Publisher
Elsevier BV
Published
2020-04
Volume
55
Pages
102064
ISSN
2210-6707 (ISSN-L)
OpenAlex
W3001893136
Cited by
615
References
78
FWCI
88.63
Type
journal article
Language
en
Open access
closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Linking urbanization, human capital, and the ecological footprint in G7 countries: An empirical analysis. https://app.cochat.ai/papers/10.1016/j.scs.2020.102064
The paper
Ahmed, Z., Zafar, M. W., Ali, S., & Danish. (2020). Linking urbanization, human capital, and the ecological footprint in G7 countries: An empirical analysis. Sustainable Cities and Society. https://doi.org/10.1016/j.scs.2020.102064

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.