{"id":39079,"date":"2018-11-05T16:41:00","date_gmt":"2018-11-05T16:41:00","guid":{"rendered":"https:\/\/www.lse.ac.uk\/granthaminstitute\/?post_type=publication&#038;p=39079"},"modified":"2024-08-19T14:28:10","modified_gmt":"2024-08-19T13:28:10","slug":"tales-from-the-tails-sector-level-carbon-intensity-distribution-2","status":"publish","type":"publication","link":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/","title":{"rendered":"Tales from the tails: sector-level carbon intensity distribution"},"content":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<?xml encoding=\"UTF-8\"><p>The level of GDP, its sector composition and the carbon intensity of individual sectors together determine a country&rsquo;s emissions. To evaluate the contribution of changes in each determinant, I construct counterfactual emissions scenarios in a sample consisting of 34 sectors in 37 countries over 1995-2009. I compare these scenarios quantitatively using a novel metric, namely the relative cumulative emissions. I find that the composition of output and the carbon intensity of sectors individually or jointly constrained emissions in a large majority of countries. This motivates an analysis of high- and low-carbon intensity sectors, denoted HCI and LCI, where emissions and value-added tend to be concentrated, respectively. I document the cross-country variation in HCI sectors&rsquo; carbon intensity and show it declines over time largely due to improvements in developing countries. HCI sectors tend to account for a smaller share of employment; be more capital intensive; and employ a workforce with a lower average skill level. Employment declined in HCI sectors and increased in LCI sectors with its composition shifting towards high-skilled workers in both. Capital intensity growth was faster but multifactor productivity growth was slower in HCI sectors.<\/p>\n<p><span class=\"person_name\">Doda, Baran<\/span> (2018) <em>Tales from the tails: sector-level carbon intensity distribution.<\/em> Climate Change Economics. ISSN 2010-0078 (In Press)<\/p>\n\n","protected":false},"excerpt":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<?xml encoding=\"UTF-8\"><p>The level of GDP, its sector composition and the carbon intensity of individual sectors together determine a country&rsquo;s emissions. To&hellip;<\/p>\n\n","protected":false},"author":12,"featured_media":0,"template":"","tags":[462,1295],"publication-type":[436],"topic_area":[4694],"class_list":["post-39079","publication","type-publication","status-publish","hentry","tag-carbon-intensity","tag-sector","publication-type-research-articles","topic_area-policy-evaluation"],"acf":{"exclude_from_sync":{"ref_value":"field_560538b0e7350","value":"0","type":false,"post_type":""},"downloads":{"ref_value":"field_52f16cc1a80f2","value":false,"type":"repeater","post_type":""},"rss_newsletter":{"ref_value":"field_54f5c2c1544d8","value":"","type":false,"post_type":""},"profile_link":{"ref_value":"field_52f164b5189e9","value":["baran-doda"],"type":"relationship","post_type":"profile"},"article_link":{"ref_value":"field_52eee3c7f0586","value":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2010007818500112","type":false,"post_type":""},"article_link_title":{"ref_value":"field_5322399d89d42","value":"external link to article","type":false,"post_type":""},"spotlight":{"ref_value":"field_52f80896506d3","value":"","type":false,"post_type":""}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment\" \/>\n<meta property=\"og:description\" content=\"The level of GDP, its sector composition and the carbon intensity of individual sectors together determine a country&rsquo;s emissions. To...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Grantham Research Institute on climate change and the environment\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-19T13:28:10+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication\\\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\\\/\",\"url\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication\\\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\\\/\",\"name\":\"Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/#website\"},\"datePublished\":\"2018-11-05T16:41:00+00:00\",\"dateModified\":\"2024-08-19T13:28:10+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication\\\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication\\\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication\\\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\",\"item\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/?post_type=publication\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"All research\",\"item\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication-type\\\/new-research\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Research article\",\"item\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/publication-type\\\/research-articles\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"Tales from the tails: sector-level carbon intensity distribution\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/#website\",\"url\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/\",\"name\":\"Grantham Research Institute on climate change and the environment\",\"description\":\"The Grantham Research Institute at LSE carries out world-class research on climate change and the environment.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.lse.ac.uk\\\/granthaminstitute\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/","og_locale":"en_GB","og_type":"article","og_title":"Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment","og_description":"The level of GDP, its sector composition and the carbon intensity of individual sectors together determine a country&rsquo;s emissions. To...","og_url":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/","og_site_name":"Grantham Research Institute on climate change and the environment","article_modified_time":"2024-08-19T13:28:10+00:00","twitter_card":"summary_large_image","twitter_misc":{"Estimated reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/","url":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/","name":"Tales from the tails: sector-level carbon intensity distribution - Grantham Research Institute on climate change and the environment","isPartOf":{"@id":"https:\/\/www.lse.ac.uk\/granthaminstitute\/#website"},"datePublished":"2018-11-05T16:41:00+00:00","dateModified":"2024-08-19T13:28:10+00:00","breadcrumb":{"@id":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/tales-from-the-tails-sector-level-carbon-intensity-distribution-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.lse.ac.uk\/granthaminstitute\/"},{"@type":"ListItem","position":2,"name":"Publications","item":"https:\/\/www.lse.ac.uk\/granthaminstitute\/?post_type=publication"},{"@type":"ListItem","position":3,"name":"All research","item":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication-type\/new-research\/"},{"@type":"ListItem","position":4,"name":"Research article","item":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication-type\/research-articles\/"},{"@type":"ListItem","position":5,"name":"Tales from the tails: sector-level carbon intensity distribution"}]},{"@type":"WebSite","@id":"https:\/\/www.lse.ac.uk\/granthaminstitute\/#website","url":"https:\/\/www.lse.ac.uk\/granthaminstitute\/","name":"Grantham Research Institute on climate change and the environment","description":"The Grantham Research Institute at LSE carries out world-class research on climate change and the environment.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.lse.ac.uk\/granthaminstitute\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"}]}},"taxonomies":{"post_tag":["carbon intensity","sector"],"publication-type":["Research article"],"topic_area":["Policy evaluation"]},"_links":{"self":[{"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/publication\/39079","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/types\/publication"}],"author":[{"embeddable":true,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":1,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/publication\/39079\/revisions"}],"predecessor-version":[{"id":74264,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/publication\/39079\/revisions\/74264"}],"wp:attachment":[{"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/media?parent=39079"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/tags?post=39079"},{"taxonomy":"publication-type","embeddable":true,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/publication-type?post=39079"},{"taxonomy":"topic_area","embeddable":true,"href":"https:\/\/www.lse.ac.uk\/granthaminstitute\/wp-json\/wp\/v2\/topic_area?post=39079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}