Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 170

The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.

Urbanization-globalization-CO2 emissions nexus revisited: empirical evidence from South Africa

Open access
Salahuddin, Mohammad, Gow, Jeff, Ali, Md. Idris, Hossain, Md. Rahat, Al-Azami, Khaleda Shaheen, Akbar, Delwar, Gedikli, Ayfer·2019·Heliyon

Abstract

The environmental effects of urbanization and globalization are still subject to debate among scholars. South Africa is the most globalized, most urbanized and the most carbon-intensive economy in Sub Saharan Africa (SSA) region. Taking this into cognizance, this study examines the effects of urbanization and globalization on CO 2 emissions for South Africa using time series annual data for the period 1980–2017. Zivot and Andrews single and Bai and Perron multiple structural break unit root tests are employed to assess if all the series are stationary. This procedure follows ARDL cointegration test to check the presence of a long-run association among variables. Having been confirmed about such a cointegrating relation, ARDL short-run and long run coefficients indicate that urbanization induces CO 2 emissions while only long-run significant emissions effect of globalization was noted. Toda-Yamamoto non-causality test reports a bi-directional causal link between urbanization and CO 2 emissions. No causal link is observed between globalization and CO 2 emissions. Variance decomposition results do not rule out these effects in future. Policy implications are discussed.

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.heliyon.2019.e01974

Cites

5 of 5 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 5 references

Research works printed but not linked: 50

  1. Ajide, 2019, Dollarization and the “unbundling” of globalization in sub-saharan Africa, Res. Int. Bus. Finance, 47, 398, 10.1016/j.ribaf.2018.09.002 · doi:10.1016/j.ribaf.2018.09.002
  2. Ali, 2019, Impact of urbanization on CO2 emissions in emerging economy: evidence from Pakistan, Sustain Cities Soc, 48, 101553, 10.1016/j.scs.2019.101553 · DOI · Paper page
  3. Antweiler, 2001, Is free trade good for the environment?, Am. Econ. Rev., 91, 877, 10.1257/aer.91.4.877 · DOI · Paper page
  4. Bai, 2019, How does urbanization affect residential CO2 emissions? An analysis on urban agglomerations of China, J. Clean. Prod., 209, 876, 10.1016/j.jclepro.2018.10.248 · doi:10.1016/j.jclepro.2018.10.248
  5. Bai, 1999, Likelihood ratio tests for multiple structural changes, J. Econ., 91, 299, 10.1016/S0304-4076(98)00079-7 · DOI · Paper page
  6. Bekhet, 2017, Impact of urbanization growth on Malaysia CO2 emissions: evidence from the dynamic relationship, J. Clean. Prod., 154, 374, 10.1016/j.jclepro.2017.03.174 · DOI · Paper page
  7. Carrion-i-Silvestre, 2009, GLS-based unit root tests with multiple structural breaks under both the null and alternative hypotheses, Econ. Theor., 25, 1754, 10.1017/S0266466609990326 · DOI · Paper page
  8. Chen, 2019, Impact of urbanization on CO2 emissions and energy consumption structure: a panel data analysis for Chinese prefecture-level cities, Struct. Change Econ. Dynam., 49, 107, 10.1016/j.strueco.2018.08.009 · DOI
  9. Dreher, 2006, Does globalization affect growth? Evidence from a new index of globalization, Appl. Econ., 38, 1091, 10.1080/00036840500392078 · DOI · Paper page
  10. Duasa, 2007, Determinants of Malaysian trade balance: an ARDL bound testing approach, Glob. Econ. Rev., 36, 89, 10.1080/12265080701217405 · DOI · Paper page
  11. Engle, 1987, Co-integration and error correction: representation, estimation, and testing, Econometrica Econ. Soc., 1, 251, 10.2307/1913236 · DOI · Paper page
  12. Eskeland, 2003, Moving to greener pastures? Multinationals and the pollution haven hypothesis, J. Dev. Econ., 70, 1, 10.1016/S0304-3878(02)00084-6 · DOI · Paper page
  13. Elliott, 1996, Efficient tests for an autoregressive unit root, Econometrica, 64, 813, 10.2307/2171846 · DOI · Paper page
  14. Franco, 2017, Urbanization, energy consumption and emissions in the Indian context A review, Renew. Sustain. Energy Rev., 71, 898, 10.1016/j.rser.2016.12.117 · DOI
  15. Haseeb, 2018, Financial development, globalization, and CO 2 emission in the presence of EKC: evidence from BRICS countries, Environ. Sci. Pollut. Res., 25, 31283, 10.1007/s11356-018-3034-7 · DOI · Paper page
  16. Ibrahim, 2005, Sectoral effects of monetary policy: evidence from Malaysia, Asian Econ. J., 19, 83, 10.1111/j.1467-8381.2005.00205.x · DOI
  17. Jaffe, 1995, Environmental regulation and the competitiveness of US manufacturing: what does the evidence tell us?, J. Econ. Lit., 33, 132
  18. Jain, 2017, The rise of Renewable Energy implementation in South Africa, Energy Procedia, 143, 721, 10.1016/j.egypro.2017.12.752 · DOI
  19. Jorgenson, 2014, Economic globalization and environmental concern: a multilevel analysis of individuals within 37 nations, Environ. Behav., 46, 848, 10.1177/0013916513479796 · DOI
  20. Le, 2016, Trade openness and environmental quality: international evidence, Energy Policy, 92, 45, 10.1016/j.enpol.2016.01.030 · DOI · Paper page
  21. Levinson, 2010, Offshoring pollution: is the United States increasingly importing polluting goods?, Rev. Environ. Econ. Pol., 1, 63, 10.1093/reep/rep017 · DOI
  22. Li, 2018, The effect of urbanization on carbon dioxide emissions efficiency in the Yangtze River Delta, China, J. Clean. Prod., 188, 38, 10.1016/j.jclepro.2018.03.198 · DOI · Paper page
  23. Li, 2015, Impacts of urbanization and industrialization on energy consumption/CO2 emissions: does the level of development matter?, Renew. Sustain. Energy Rev., 52, 1107, 10.1016/j.rser.2015.07.185 · DOI · Paper page
  24. Li, 2015, New evidence on trade-environment linkage via air visibility, Econ. Lett., 128, 72, 10.1016/j.econlet.2015.01.014 · doi:10.1016/j.econlet.2015.01.014
  25. Lim, 2015, Foreign aid, economic globalization, and pollution, Pol. Sci., 48, 181, 10.1007/s11077-014-9205-6 · DOI
  26. Lin, 2017, Impacts of urbanization and real economic development on CO2 emissions in non-high income countries: empirical research based on the extended STIRPAT model, J. Clean. Prod., 166, 952, 10.1016/j.jclepro.2017.08.107 · DOI · Paper page
  27. Liu, 2018, Urbanization and industrialization impact of CO 2 emissions in China, J. Clean. Prod., 172, 178, 10.1016/j.jclepro.2017.10.156 · DOI · Paper page
  28. Lv, 2018, Is economic globalization good or bad for the environmental quality? New evidence from dynamic heterogeneous panel models, Technol. Forecast. Soc. Change, 137, 340, 10.1016/j.techfore.2018.08.004 · DOI
  29. Mani, 1998, In search of pollution havens? Dirty industry in the world economy, 1960 to 1995, J. Environ. Dev., 7, 215
  30. Navarro, 1998, Neoliberalism, “globalization,” unemployment, inequalities, and the welfare state, Int. J. Health Serv., 28, 607, 10.2190/Y3X7-RG7E-6626-FVPT · doi:10.2190/y3x7-rg7e-6626-fvpt
  31. Ndoricimpa, 2017, Analysis of asymmetries in the nexus among energy use, pollution emissions and real output in South Africa, Energy, 125, 543, 10.1016/j.energy.2017.02.065 · DOI
  32. Perkins, 2012, Does the ‘California effect’ operate across borders? Trading-and investing-up in automobile emission standards, J. Eur. Public Policy, 19, 217, 10.1080/13501763.2011.609725 · DOI
  33. Pesaran, 1998, An autoregressive distributed-lag modelling approach to cointegration analysis, Econ. Soc. Monogr., 31, 371
  34. Poumanyvong, 2010, Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis, Ecol. Econ., 70, 434, 10.1016/j.ecolecon.2010.09.029 · DOI · Paper page
  35. Prakash, 2007, Investing up: FDI and the cross-country diffusion of ISO 14001 management systems, Int. Stud. Q., 51, 723, 10.1111/j.1468-2478.2007.00471.x · DOI · Paper page
  36. Rafiq, 2016, Urbanization, openness, emissions, and energy intensity: a study of increasingly urbanized emerging economies, Energy Econ., 56, 20, 10.1016/j.eneco.2016.02.007 · DOI · Paper page
  37. Sadorsky, 2013, Do urbanization and industrialization affect energy intensity in developing countries?, Energy Econ., 37, 52, 10.1016/j.eneco.2013.01.009 · DOI · Paper page
  38. Sadorsky, 2014, The effect of urbanization on CO2 emissions in emerging economies, Energy Econ., 41, 147, 10.1016/j.eneco.2013.11.007 · DOI · Paper page
  39. Salahuddin, 2018, The effects of urbanization and globalization on CO 2 emissions: evidence from the Sub-Saharan Africa (SSA) countries, Environ. Sci. Pollut. Res., 27
  40. Shahbaz, 2016, How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model, Renew. Sustain. Energy Rev., 57, 83, 10.1016/j.rser.2015.12.096 · DOI · Paper page
  41. Shahbaz, 2015, Does globalization impede environmental quality in India?, Ecol. Indicat., 52, 379, 10.1016/j.ecolind.2014.12.025 · DOI · Paper page
  42. Sharma, 2011, Determinants of carbon dioxide emissions: empirical evidence from 69 countries, Appl. Energy, 88, 376, 10.1016/j.apenergy.2010.07.022 · DOI · Paper page
  43. Wang, 2019, What drives environmental degradation? Evidence from 14 Sub-Saharan African countries, Sci. Total Environ., 656, 165, 10.1016/j.scitotenv.2018.11.354 · DOI · Paper page
  44. Wang, 2018, The effects of urbanization on CO2 emissions in the Pearl River Delta: a comprehensive assessment and panel data analysis, Appl. Energy, 228, 1693, 10.1016/j.apenergy.2018.06.155 · DOI
  45. Wang, 2016, Does urbanization lead to more carbon emission? Evidence from a panel of BRICS countries, Appl. Energy, 168, 375, 10.1016/j.apenergy.2016.01.105 · DOI
  46. Wang, 2019, Analyzing the impact of urbanization quality on CO2 emissions: what can geographically weighted regression tell us?, Renew. Sustain. Energy Rev., 104, 127, 10.1016/j.rser.2019.01.028 · doi:10.1016/j.rser.2019.01.028
  47. You, 2018, Spillover effects of economic globalization on CO2 emissions: a spatial panel approach, Energy Econ., 73, 248, 10.1016/j.eneco.2018.05.016 · DOI · Paper page
  48. Zhang, 2017, How does urbanization affect carbon dioxide emissions? A cross-country panel data analysis, Energy Policy, 107, 678, 10.1016/j.enpol.2017.03.072 · DOI · Paper page
  49. Zhang, 2015, The impact of urbanization on carbon emission: empirical evidence in Beijing, Energy Procedia, 75, 2963, 10.1016/j.egypro.2015.07.601 · doi:10.1016/j.egypro.2015.07.601
  50. Zivot, 2002, Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis, J. Bus. Econ. Stat., 20, 25, 10.1198/073500102753410372 · DOI · Paper page

Cited by

See all 170

Metadata

Authors
Salahuddin, M., Gow, J., Ali, M. I., Hossain, M. R., Al-Azami, K. S., Akbar, D., & Gedikli, A.
Venue
Heliyon
Publisher
Elsevier BV
Published
2019-06
Volume
5
Issue
6
Pages
e01974
ISSN
2405-8440 (ISSN-L)
OpenAlex
W2951452977
Cited by
170
References
5
FWCI
27.12
Type
journal article
Language
en
Open access
gold
Licence

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: Urbanization-globalization-CO2 emissions nexus revisited: empirical evidence from South Africa. https://app.cochat.ai/papers/10.1016/j.heliyon.2019.e01974
The paper
Salahuddin, M., Gow, J., Ali, M. I., Hossain, M. R., Al-Azami, K. S., Akbar, D., & Gedikli, A. (2019). Urbanization-globalization-CO2 emissions nexus revisited: empirical evidence from South Africa. Heliyon. https://doi.org/10.1016/j.heliyon.2019.e01974

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.