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
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.
Integrity signals
Registry
Cites
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.
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
Unit root tests in panel data: asymptotic and finite-sample properties
Levin, A., Lin, C.-F., & James Chu, C.-S. (2002) · Journal of Econometrics · doi:10.1016/s0304-4076(01)00098-7 · Cited by 12,849
A simple panel unit root test in the presence of cross‐section dependence
Pesaran, M. H. (2007) · Journal of Applied Econometrics · doi:10.1002/jae.951 · Cited by 12,787
Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors
Pedroni, P. (1999) · Oxford Bulletin of Economics and Statistics · doi:10.1111/1468-0084.61.s1.14 · Cited by 6,726
Testing for Error Correction in Panel Data*
Westerlund, J. (2007) · Oxford Bulletin of Economics and Statistics · doi:10.1111/j.1468-0084.2007.00477.x · Cited by 6,113
Testing for Granger non-causality in heterogeneous panels
Dumitrescu, E.-I., & Hurlin, C. (2012) · Economic Modelling · doi:10.1016/j.econmod.2012.02.014 · Cited by 5,922
Estimating long-run relationships from dynamic heterogeneous panels
Pesaran, M. H., & Smith, R. (1995) · Journal of Econometrics · doi:10.1016/0304-4076(94)01644-f · Cited by 5,479
The Next Generation of the Penn World Table
Feenstra, R. C., Inklaar, R., & Timmer, M. P. (2015) · American Economic Review · doi:10.1257/aer.20130954 · Cited by 4,799
A new data set of educational attainment in the world, 1950–2010
Barro, R. J., & Lee, J. W. (2013) · Journal of Development Economics · doi:10.1016/j.jdeveco.2012.10.001 · Cited by 4,333
Environmental Kuznets curve hypothesis: a survey
Dinda, S. (2004) · Ecological Economics · doi:10.1016/j.ecolecon.2004.02.011 · Cited by 4,106
Bocquier, P. (2005) · Demographic Research · doi:10.4054/demres.2005.12.9 · Cited by 1,746
Cited by
Jahanger, A., Usman, M., Murshed, M., Mahmood, H., & Balsalobre-Lorente, D. (2022) · Resources Policy · doi:10.1016/j.resourpol.2022.102569 · Cited by 710
The nexus between urbanization, renewable energy, trade, and ecological footprint in ASEAN countries
Nathaniel, S., & Khan, S. A. R. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.122709 · Cited by 594
Ahmad, M., Jiang, P., Murshed, M., Shehzad, K., Akram, R., Cui, L., & Khan, Z. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.102881 · Cited by 489
Shahzad, U., Fareed, Z., Shahzad, F., & Shahzad, K. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.123806 · Cited by 391
Ahmed, Z., & Le, H. P. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-020-11205-0 · Cited by 326
Self-citation
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.