IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v10y2020i4p2158244020968085.html
   My bibliography  Save this article

CO2 Emissions, Financial Development, Trade, and Income in North America: A Spatial Panel Data Approach

Author

Listed:
  • Haider Mahmood

Abstract

The current study attempts to explore the determinants of CO 2 emissions per capita considering spatial effects for a panel of 21 North American countries. The results corroborate the existence of spatial dependence in per capita carbon dioxide emissions and its determinants. Adverse environmental spillover effects are found for all hypothesized determinants while per capita income showed a positive impact. Furthermore, the existence of environmental Kuznets curve hypothesis is proven with a turning point of 15,665 constant U.S. dollar per capita income, and 6 of the 21 investigated countries are found at the second stage of an inverted U-shaped relationship. An inverted U-shaped relationship between trade openness and carbon dioxide emissions per capita has also been found. Financial market development (foreign direct investment) seems to have monotonic positive (negative) effects.

Suggested Citation

  • Haider Mahmood, 2020. "CO2 Emissions, Financial Development, Trade, and Income in North America: A Spatial Panel Data Approach," SAGE Open, , vol. 10(4), pages 21582440209, October.
  • Handle: RePEc:sae:sagope:v:10:y:2020:i:4:p:2158244020968085
    DOI: 10.1177/2158244020968085
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/2158244020968085
    Download Restriction: no

    File URL: https://libkey.io/10.1177/2158244020968085?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Vukina, Tomislav & Beghin, John C. & Solakoglu, Ebru G., 1999. "Transition to markets and the environment: Effects of the change in the composition of manufacturing output," Environment and Development Economics, Cambridge University Press, vol. 4(4), pages 582-598, October.
    2. Maximilian Auffhammer & Ralf Steinhauser, 2007. "The Future Trajectory Of U.S. Co2 Emissions: The Role Of State Vs. Aggregate Information," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 47-61, February.
    3. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    4. Tai, Meng-Yi & Chao, Chi-Chur & Hu, Shih-Wen, 2015. "Pollution, health and economic growth," The North American Journal of Economics and Finance, Elsevier, vol. 32(C), pages 155-161.
    5. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
    6. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    7. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    8. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    9. Apergis, Nicholas & Christou, Christina & Gupta, Rangan, 2017. "Are there Environmental Kuznets Curves for US state-level CO2 emissions?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 551-558.
    10. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, November.
    11. Inmaculada Martínez-Zarzoso & Aurelia Bengochea-Morancho, 2003. "Testing for an environmental Kuznets curve in Latin-American countries," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 18(1), pages 3-26, June.
    12. Liddle, Brantley, 2001. "Free trade and the environment-development system," Ecological Economics, Elsevier, vol. 39(1), pages 21-36, October.
    13. Ali Acaravci & Guray Akalin, 2017. "Environment economic Growth Nexus: A Comparative Analysis of Developed and Developing Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 7(5), pages 34-43.
    14. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    15. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    16. Hubert Jayet & Julie Le Gallo & Luc Anselin, 2008. "Spatial Econometrics and Panel Data Models," Post-Print hal-02389412, HAL.
    17. Nancy E. Bockstael, 1996. "Modeling Economics and Ecology: The Importance of a Spatial Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1168-1180.
    18. Henriques, Sofia Teives & Borowiecki, Karol J., 2017. "The drivers of long-run CO2 emissions in Europe, North America and Japan since 1800," Energy Policy, Elsevier, vol. 101(C), pages 537-549.
    19. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    20. Burnett, J. Wesley & Bergstrom, John C. & Wetzstein, Michael E., 2013. "Carbon dioxide emissions and economic growth in the U.S," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1014-1028.
    21. Debarsy, Nicolas & Ertur, Cem, 2010. "Testing for spatial autocorrelation in a fixed effects panel data model," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 453-470, November.
    22. Lipford Jody W. & Yandle Bruce, 2011. "NAFTA, Environmental Kuznets Curves, and Mexico's Progress," Global Economy Journal, De Gruyter, vol. 10(4), pages 1-20, January.
    23. Shahbaz, Muhammad & Gozgor, Giray & Adom, Philip Kofi & Hammoudeh, Shawkat, 2019. "The technical decomposition of carbon emissions and the concerns about FDI and trade openness effects in the United States," International Economics, Elsevier, vol. 159(C), pages 56-73.
    24. Grossman, Gene M. & Krueger, Alan B., 1996. "The inverted-U: what does it mean?," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 119-122, February.
    25. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    26. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    27. Luisa Blanco & Fidel Gonzalez & Isabel Ruiz, 2013. "The Impact of FDI on CO 2 Emissions in Latin America," Oxford Development Studies, Taylor & Francis Journals, vol. 41(1), pages 104-121, March.
    28. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    29. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    30. Ajmi, Ahdi Noomen & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sato, João Ricardo, 2015. "On the relationships between CO2 emissions, energy consumption and income: The importance of time variation," Energy Economics, Elsevier, vol. 49(C), pages 629-638.
    31. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    32. Poudel, Biswo N. & Paudel, Krishna P. & Bhattarai, Keshav, 2009. "Searching for an Environmental Kuznets Curve in Carbon Dioxide Pollutant in Latin American Countries," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 41(1), pages 1-15, April.
    33. Haider Mahmood & Abdullatif Sulaiman Alrasheed & Maham Furqan, 2018. "Financial Market Development and Pollution Nexus in Saudi Arabia: Asymmetrical Analysis," Energies, MDPI, vol. 11(12), pages 1-15, December.
    34. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    35. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    36. Lantz, V. & Feng, Q., 2006. "Assessing income, population, and technology impacts on CO2 emissions in Canada: Where's the EKC?," Ecological Economics, Elsevier, vol. 57(2), pages 229-238, May.
    37. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    38. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    39. Maddison, David, 2006. "Environmental Kuznets curves: A spatial econometric approach," Journal of Environmental Economics and Management, Elsevier, vol. 51(2), pages 218-230, March.
    40. Bhattarai, Madhusudan & Hammig, Michael, 2001. "Institutions and the Environmental Kuznets Curve for Deforestation: A Crosscountry Analysis for Latin America, Africa and Asia," World Development, Elsevier, vol. 29(6), pages 995-1010, June.
    41. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
    42. Brian R. Copeland & M. Scott Taylor, 1995. "Trade and the Environment: A Partial Synthesis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 765-771.
    43. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    44. Burnett, J. Wesley & Bergstrom, John C. & Dorfman, Jeffrey H., 2013. "A spatial panel data approach to estimating U.S. state-level energy emissions," Energy Economics, Elsevier, vol. 40(C), pages 396-404.
    45. Komen, Marinus H.C. & Gerking, Shelby & Folmer, Henk, 1997. "Income and environmental R&D: empirical evidence from OECD countries," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 505-515, November.
    46. Shahbaz, muhammad & Solarin, Sakiru Adebola & Sbia, Rashid & Bibi, Sadia, 2015. "Does Energy Intensity Contribute to CO2 Emissions? A Trivariate Analysis in Selected African Countries," MPRA Paper 64335, University Library of Munich, Germany, revised 19 Mar 2015.
    47. Ameyaw, Bismark & Yao, Li & Oppong, Amos & Agyeman, Joy Korang, 2019. "Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries," Energy Policy, Elsevier, vol. 130(C), pages 7-21.
    48. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    49. Andreas Waldkirch & Munisamy Gopinath, 2008. "Pollution Control and Foreign Direct Investment in Mexico: An Industry-Level Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(3), pages 289-313, November.
    50. Augusto de la Torre & Alain Ize & Sergio L. Schmukler, 2012. "Financial Development in Latin America and the Caribbean : The Road Ahead [El desarrollo financiero en América Latina y el Caribe : el camino por delante]," World Bank Publications - Books, The World Bank Group, number 2380, December.
    51. Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
    52. Zeus Guevara & Edmundo Molina-Pérez & Edith X. M. García & Vanessa Pérez-Cirera, 2019. "Energy and CO2 emission relationships in the NAFTA trading bloc: a multi-regional multi-factor energy input–output approach," Economic Systems Research, Taylor & Francis Journals, vol. 31(2), pages 178-205, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cristina Ruza & Raquel Caro-Carretero, 2022. "The Non-Linear Impact of Financial Development on Environmental Quality and Sustainability: Evidence from G7 Countries," IJERPH, MDPI, vol. 19(14), pages 1-21, July.
    2. Aydin, Mucahit & Sogut, Yasin & Altundemir, Mehmet Emin, 2023. "Moving toward the sustainable environment of European Union countries: Investigating the effect of natural resources and green budgeting on environmental quality," Resources Policy, Elsevier, vol. 83(C).
    3. Ahmad, Najid & Youjin, Liu & Žiković, Saša & Belyaeva, Zhanna, 2023. "The effects of technological innovation on sustainable development and environmental degradation: Evidence from China," Technology in Society, Elsevier, vol. 72(C).
    4. Heng Zhang & Ziwei Zhang & Keyuan Sun & Yutong Zou, 2023. "Emission Reduction Effect, Influencing Factors and Economic Impact of China’s Carbon Market: An Empirical Test Based on a Multi-Period DID Model," SAGE Open, , vol. 13(4), pages 21582440231, November.
    5. Yuang He & Xiaodan Gao & Yinhui Wang, 2022. "Sustainable Financial Development: Does It Matter for Greenhouse Gas Emissions?," Sustainability, MDPI, vol. 14(9), pages 1-23, April.
    6. Mohammadreza Ramezani & Leili Abolhassani & Naser Shahnoushi Foroushani & Diane Burgess & Milad Aminizadeh, 2022. "Ecological Footprint and Its Determinants in MENA Countries: A Spatial Econometric Approach," Sustainability, MDPI, vol. 14(18), pages 1-20, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    2. Shahbaz, Muhammad & Balsalobre, Daniel & Shahzad, Syed Jawad Hussain, 2018. "The Influencing Factors of CO2 Emissions and the Role of Biomass Energy Consumption: Statistical Experience from G-7 Countries," MPRA Paper 87456, University Library of Munich, Germany, revised 14 Jun 2018.
    3. Haider Mahmood & Maham Furqan, 2021. "Oil rents and greenhouse gas emissions: spatial analysis of Gulf Cooperation Council countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 6215-6233, April.
    4. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    5. Sabuj Kumar Mandal & Devleena Chakravarty, 2017. "Role of energy in estimating turning point of Environmental Kuznets Curve: an econometric analysis of the existing studies," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 19(2), pages 387-401, October.
    6. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    7. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.
    8. Letisha S. Fong & Alberto Salvo & David Taylor, 2020. "Evidence of the environmental Kuznets curve for atmospheric pollutant emissions in Southeast Asia and implications for sustainable development: A spatial econometric approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1441-1456, September.
    9. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    10. Jeffrey A. Frankel & Andrew K. Rose, 2005. "Is Trade Good or Bad for the Environment? Sorting Out the Causality," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 85-91, February.
    11. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    12. Priscilla Massa-Sánchez & Luis Quintana-Romero & Ronny Correa-Quezada & María de la Cruz del Río-Rama, 2020. "Empirical Evidence in Ecuador between Economic Growth and Environmental Deterioration," Sustainability, MDPI, vol. 12(3), pages 1-20, January.
    13. Atwi, Majed & Barberán, Ramón & Mur, Jesús & Angulo, Ana, 2018. "CO2 Kuznets Curve Revisited: From Cross-Sections to Panel Data Models," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 40, pages 169-196.
    14. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2020. "The Environmental Kuznets Curve across Australian states and territories," Energy Economics, Elsevier, vol. 90(C).
    15. Albulescu, Claudiu Tiberiu & Tiwari, Aviral Kumar & Yoon, Seong-Min & Kang, Sang Hoon, 2019. "FDI, income, and environmental pollution in Latin America: Replication and extension using panel quantiles regression analysis," Energy Economics, Elsevier, vol. 84(C).
    16. Ashleigh Keene & Steven C. Deller, 2015. "Evidence of the Environmental Kuznets’ Curve among US Counties and the Impact of Social Capital," International Regional Science Review, , vol. 38(4), pages 358-387, October.
    17. Jie He, 2007. "Is the Environmental Kuznets Curve hypothesis valid for developing countries? A survey," Cahiers de recherche 07-03, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    18. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    19. Rothman, Dale S., 1998. "Environmental Kuznets curves--real progress or passing the buck?: A case for consumption-based approaches," Ecological Economics, Elsevier, vol. 25(2), pages 177-194, May.
    20. Wang, Sophie Xuefei & Fu, Yu Benjamin & Zhang, Zhe George, 2015. "Population growth and the environmental Kuznets curve," China Economic Review, Elsevier, vol. 36(C), pages 146-165.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:10:y:2020:i:4:p:2158244020968085. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.