The Relationship between National-Level Carbon Dioxide Emissions and Population Size: An Assessment of Regional and Temporal Variation, 1960–2005
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{"title"=>"The Relationship between National-Level Carbon Dioxide Emissions and Population Size: An Assessment of Regional and Temporal Variation, 1960-2005", "type"=>"journal", "authors"=>[{"first_name"=>"Andrew K.", "last_name"=>"Jorgenson", "scopus_author_id"=>"6507226659"}, {"first_name"=>"Brett", "last_name"=>"Clark", "scopus_author_id"=>"7401726008"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "pui"=>"368400426", "sgr"=>"84874239873", "doi"=>"10.1371/journal.pone.0057107", "scopus"=>"2-s2.0-84874239873", "isbn"=>"1932-6203", "pmid"=>"23437323"}, "id"=>"e8a0701f-6f2a-302c-81f8-cc562bc42f84", "abstract"=>"This study examines the regional and temporal differences in the statistical relationship between national-level carbon dioxide emissions and national-level population size. The authors analyze panel data from 1960 to 2005 for a diverse sample of nations, and employ descriptive statistics and rigorous panel regression modeling techniques. Initial descriptive analyses indicate that all regions experienced overall increases in carbon emissions and population size during the 45-year period of investigation, but with notable differences. For carbon emissions, the sample of countries in Asia experienced the largest percent increase, followed by countries in Latin America, Africa, and lastly the sample of relatively affluent countries in Europe, North America, and Oceania combined. For population size, the sample of countries in Africa experienced the largest percent increase, followed countries in Latin America, Asia, and the combined sample of countries in Europe, North America, and Oceania. Findings for two-way fixed effects panel regression elasticity models of national-level carbon emissions indicate that the estimated elasticity coefficient for population size is much smaller for nations in Africa than for nations in other regions of the world. Regarding potential temporal changes, from 1960 to 2005 the estimated elasticity coefficient for population size decreased by 25% for the sample of Africa countries, 14% for the sample of Asia countries, 6.5% for the sample of Latin America countries, but remained the same in size for the sample of countries in Europe, North America, and Oceania. Overall, while population size continues to be the primary driver of total national-level anthropogenic carbon dioxide emissions, the findings for this study highlight the need for future research and policies to recognize that the actual impacts of population size on national-level carbon emissions differ across both time and region.", "link"=>"http://www.mendeley.com/research/relationship-between-nationallevel-carbon-dioxide-emissions-population-size-assessment-regional-temp-1", "reader_count"=>24, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>8, "Student > Postgraduate"=>1, "Student > Master"=>5, "Other"=>1, "Student > Bachelor"=>3}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>8, "Student > Postgraduate"=>1, "Student > Master"=>5, "Other"=>1, "Student > Bachelor"=>3}, "reader_count_by_subject_area"=>{"Engineering"=>3, "Unspecified"=>2, "Environmental Science"=>2, "Agricultural and Biological Sciences"=>2, "Medicine and Dentistry"=>1, "Social Sciences"=>8, "Computer Science"=>1, "Economics, Econometrics and Finance"=>5}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>3}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>8}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>5}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>2}, "Computer Science"=>{"Computer Science"=>1}, "Unspecified"=>{"Unspecified"=>2}, "Environmental Science"=>{"Environmental Science"=>2}}, "reader_count_by_country"=>{"Colombia"=>1}, "group_count"=>5}

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  • {"files"=>["https://ndownloader.figshare.com/files/1010289"], "description"=>"<p>Notes: Model 1 is for all 85 countries; Model 2 is for the 28 countries in Africa; Model 3 is for the 15 countries in Asia; Model 4 is for the 18 countries in Latin America; Model 5 is for the 24 countries in Europe, North America, and Oceania;</p>***<p>p<.001.</p>**<p>p<.01.</p>*<p>p<.05 (two-tailed); absolute values of z-ratios in parentheses; all models include unreported unit-specific and period-specific intercepts; all predictor variables and the outcome variable are in logarithmic form.</p>", "links"=>[], "tags"=>["coefficients", "regression", "carbon", "dioxide", "emissions", "85", "two-way"], "article_id"=>670701, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.t003", "stats"=>{"downloads"=>2, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Elasticity_coefficients_for_the_regression_of_total_carbon_dioxide_emissions_in_85_nations_1960_8211_2005_two_way_fixed_effects_model_estimates_/670701", "title"=>"Elasticity coefficients for the regression of total carbon dioxide emissions in 85 nations, 1960–2005: two-way fixed effects model estimates.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 00:11:41"}
  • {"files"=>["https://ndownloader.figshare.com/files/957179"], "description"=>"<p>Notes: effects (elasticity coefficients) are estimated using two-way fixed effects Prais-Winston regression with panel corrected standard errors and an ar(1) correction, with additional control variables. Derived from Model 4 in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0057107#pone-0057107-t003\" target=\"_blank\">Table 3</a>.</p>", "links"=>[], "tags"=>["carbon", "dioxide", "emissions", "18", "countries", "latin"], "article_id"=>627390, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.g004", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_Effects_of_Population_Size_on_Carbon_Dioxide_Emissions_for_18_Countries_in_Latin_America_1960_8211_2005_/627390", "title"=>"Estimated Effects of Population Size on Carbon Dioxide Emissions for 18 Countries in Latin America, 1960–2005.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 14:08:16"}
  • {"files"=>["https://ndownloader.figshare.com/files/957175"], "description"=>"<p>Notes: effects (elasticity coefficients) are estimated using two-way fixed effects Prais-Winston regression with panel corrected standard errors and an ar(1) correction, with additional control variables. Derived from Model 2 in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0057107#pone-0057107-t003\" target=\"_blank\">Table 3</a>.</p>", "links"=>[], "tags"=>["carbon", "dioxide", "emissions", "28", "countries"], "article_id"=>627386, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.g002", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_Effects_of_Population_Size_on_Carbon_Dioxide_Emissions_for_28_Countries_in_Africa_1960_8211_2005_/627386", "title"=>"Estimated Effects of Population Size on Carbon Dioxide Emissions for 28 Countries in Africa, 1960–2005.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 14:08:01"}
  • {"files"=>["https://ndownloader.figshare.com/files/1010308"], "description"=>"<p>Countries included in the study.</p>", "links"=>[], "tags"=>["included"], "article_id"=>670722, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.t001", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Countries_included_in_the_study_/670722", "title"=>"Countries included in the study.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 00:12:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/1010268"], "description"=>"<p>Notes:</p>***<p>p<.001.</p>**<p>p<.01.</p>*<p>p<.05 (two-tailed); absolute values of z-ratios in parentheses; all models include unreported unit-specific and period-specific intercepts; all predictor variables and the outcome variable are in logarithmic form.</p>", "links"=>[], "tags"=>["coefficients", "regression", "carbon", "dioxide", "emissions", "85", "two-way"], "article_id"=>670685, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.t002", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Elasticity_coefficients_for_the_regression_of_total_carbon_dioxide_emissions_in_85_nations_1960_8211_2005_two_way_fixed_effects_model_estimates_/670685", "title"=>"Elasticity coefficients for the regression of total carbon dioxide emissions in 85 nations, 1960–2005: two-way fixed effects model estimates.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 00:11:25"}
  • {"files"=>["https://ndownloader.figshare.com/files/957177"], "description"=>"<p>Notes: effects (elasticity coefficients) are estimated using two-way fixed effects Prais-Winston regression with panel corrected standard errors and an ar(1) correction, with additional control variables. Derived from Model 3 in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0057107#pone-0057107-t003\" target=\"_blank\">Table 3</a>.</p>", "links"=>[], "tags"=>["carbon", "dioxide", "emissions", "15", "countries"], "article_id"=>627388, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.g003", "stats"=>{"downloads"=>1, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_Effects_of_Population_Size_on_Carbon_Dioxide_Emissions_for_15_Countries_in_Asia_1960_8211_2005_/627388", "title"=>"Estimated Effects of Population Size on Carbon Dioxide Emissions for 15 Countries in Asia, 1960–2005.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 14:08:11"}
  • {"files"=>["https://ndownloader.figshare.com/files/957174"], "description"=>"<p>Notes: effects (elasticity coefficients) are estimated using two-way fixed effects Prais-Winston regression with panel corrected standard errors and an ar(1) correction, with additional control variables. Derived from Model 1 in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0057107#pone-0057107-t003\" target=\"_blank\">Table 3</a>.</p>", "links"=>[], "tags"=>["carbon", "dioxide", "emissions", "85"], "article_id"=>627385, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.g001", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_Effects_of_Population_Size_on_Carbon_Dioxide_Emissions_for_85_Countries_1960_8211_2005_/627385", "title"=>"Estimated Effects of Population Size on Carbon Dioxide Emissions for 85 Countries, 1960–2005.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 14:07:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/957180"], "description"=>"<p>Notes: effects (elasticity coefficients) are estimated using two-way fixed effects Prais-Winston regression with panel corrected standard errors and an ar(1) correction, with additional control variables. Derived from Model 5 in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0057107#pone-0057107-t003\" target=\"_blank\">Table 3</a>.</p>", "links"=>[], "tags"=>["carbon", "dioxide", "emissions", "24", "countries", "oceania"], "article_id"=>627391, "categories"=>["Information And Computing Sciences", "Chemistry", "Ecology"], "users"=>["Andrew K. Jorgenson", "Brett Clark"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0057107.g005", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_Effects_of_Population_Size_on_Carbon_Dioxide_Emissions_for_24_Countries_in_Europe_North_America_and_Oceania_1960_8211_2005_/627391", "title"=>"Estimated Effects of Population Size on Carbon Dioxide Emissions for 24 Countries in Europe, North America, and Oceania 1960–2005.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 14:08:28"}

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Relative Metric

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