Obesity of politicians and corruption in post‐Soviet countries
We collected 299 frontal face images of 2017 cabinet ministers from 15 post‐Soviet states (Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Russia, Tajikistan, Turkmenistan, Ukraine and Uzbekistan). For each image, the minister's body‐mass inde...
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Veröffentlicht in: | Economics of transition and institutional change 2021-04, Vol.29 (2), p.343-356 |
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description | We collected 299 frontal face images of 2017 cabinet ministers from 15 post‐Soviet states (Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Russia, Tajikistan, Turkmenistan, Ukraine and Uzbekistan). For each image, the minister's body‐mass index is estimated using a computer vision algorithm. The median estimated body‐mass index of cabinet ministers is highly correlated with conventional measures of corruption (Transparency International Corruption Perceptions Index, World Bank worldwide governance indicator Control of Corruption, Index of Public Integrity). This result suggests that physical characteristics of politicians such as their body‐mass index can be used as proxy variables for political corruption when the latter are not available, for instance at a very local level. |
doi_str_mv | 10.1111/ecot.12259 |
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For each image, the minister's body‐mass index is estimated using a computer vision algorithm. The median estimated body‐mass index of cabinet ministers is highly correlated with conventional measures of corruption (Transparency International Corruption Perceptions Index, World Bank worldwide governance indicator Control of Corruption, Index of Public Integrity). This result suggests that physical characteristics of politicians such as their body‐mass index can be used as proxy variables for political corruption when the latter are not available, for instance at a very local level.</description><identifier>ISSN: 2577-6975</identifier><identifier>EISSN: 2577-6983</identifier><identifier>DOI: 10.1111/ecot.12259</identifier><language>eng</language><publisher>Oxford: Blackwell Publishing Ltd</publisher><subject>body‐mass index ; Cabinet ; computer vision ; Corruption ; Governance ; government ; Indexes ; Morality ; Obesity ; Physical characteristics ; Politicians ; post‐Soviet states ; Transparency</subject><ispartof>Economics of transition and institutional change, 2021-04, Vol.29 (2), p.343-356</ispartof><rights>2020 European Bank for Reconstruction and Development</rights><rights>Copyright © 2021 The European Bank for Reconstruction and Development</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3349-68bb169df4b30587e0d972e709f9157698f6821c8907f1cfd775066bd32165603</citedby><cites>FETCH-LOGICAL-c3349-68bb169df4b30587e0d972e709f9157698f6821c8907f1cfd775066bd32165603</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fecot.12259$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fecot.12259$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1416,27923,27924,45573,45574</link.rule.ids></links><search><creatorcontrib>Blavatskyy, Pavlo</creatorcontrib><title>Obesity of politicians and corruption in post‐Soviet countries</title><title>Economics of transition and institutional change</title><description>We collected 299 frontal face images of 2017 cabinet ministers from 15 post‐Soviet states (Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Russia, Tajikistan, Turkmenistan, Ukraine and Uzbekistan). For each image, the minister's body‐mass index is estimated using a computer vision algorithm. The median estimated body‐mass index of cabinet ministers is highly correlated with conventional measures of corruption (Transparency International Corruption Perceptions Index, World Bank worldwide governance indicator Control of Corruption, Index of Public Integrity). This result suggests that physical characteristics of politicians such as their body‐mass index can be used as proxy variables for political corruption when the latter are not available, for instance at a very local level.</description><subject>body‐mass index</subject><subject>Cabinet</subject><subject>computer vision</subject><subject>Corruption</subject><subject>Governance</subject><subject>government</subject><subject>Indexes</subject><subject>Morality</subject><subject>Obesity</subject><subject>Physical characteristics</subject><subject>Politicians</subject><subject>post‐Soviet states</subject><subject>Transparency</subject><issn>2577-6975</issn><issn>2577-6983</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>7UB</sourceid><recordid>eNp9kM1KAzEUhYMoWGo3PsGAO2FqfiZ_O6XUKhS6sK7DTCaBlDoZk4zSnY_gM_okpo649G7uhfPdey4HgEsE5yjXjdE-zRHGVJ6ACaacl0wKcvo3c3oOZjHuIIQYVZLhagJuN42JLh0Kb4ve711y2tVdLOquLbQPYeiT813huqzG9PXx-eTfnElZG7oUnIkX4MzW-2hmv30Knu-X28VDud6sHhd361ITUsmSiaZBTLa2agikghvYSo4Nh9JKRHl-1DKBkRYScou0bTmnkLGmJRgxyiCZgqvxbh_862BiUjs_hC5bKkwhQkIISjJ1PVI6-BiDsaoP7qUOB4WgOoakjiGpn5AyjEb43e3N4R9SLReb7bjzDRhvaQ8</recordid><startdate>202104</startdate><enddate>202104</enddate><creator>Blavatskyy, Pavlo</creator><general>Blackwell Publishing Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7UB</scope><scope>8BJ</scope><scope>FQK</scope><scope>JBE</scope></search><sort><creationdate>202104</creationdate><title>Obesity of politicians and corruption in post‐Soviet countries</title><author>Blavatskyy, Pavlo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3349-68bb169df4b30587e0d972e709f9157698f6821c8907f1cfd775066bd32165603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>body‐mass index</topic><topic>Cabinet</topic><topic>computer vision</topic><topic>Corruption</topic><topic>Governance</topic><topic>government</topic><topic>Indexes</topic><topic>Morality</topic><topic>Obesity</topic><topic>Physical characteristics</topic><topic>Politicians</topic><topic>post‐Soviet states</topic><topic>Transparency</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Blavatskyy, Pavlo</creatorcontrib><collection>CrossRef</collection><collection>Worldwide Political Science Abstracts</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><jtitle>Economics of transition and institutional change</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Blavatskyy, Pavlo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Obesity of politicians and corruption in post‐Soviet countries</atitle><jtitle>Economics of transition and institutional change</jtitle><date>2021-04</date><risdate>2021</risdate><volume>29</volume><issue>2</issue><spage>343</spage><epage>356</epage><pages>343-356</pages><issn>2577-6975</issn><eissn>2577-6983</eissn><abstract>We collected 299 frontal face images of 2017 cabinet ministers from 15 post‐Soviet states (Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Russia, Tajikistan, Turkmenistan, Ukraine and Uzbekistan). For each image, the minister's body‐mass index is estimated using a computer vision algorithm. The median estimated body‐mass index of cabinet ministers is highly correlated with conventional measures of corruption (Transparency International Corruption Perceptions Index, World Bank worldwide governance indicator Control of Corruption, Index of Public Integrity). This result suggests that physical characteristics of politicians such as their body‐mass index can be used as proxy variables for political corruption when the latter are not available, for instance at a very local level.</abstract><cop>Oxford</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1111/ecot.12259</doi><tpages>14</tpages></addata></record> |
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subjects | body‐mass index Cabinet computer vision Corruption Governance government Indexes Morality Obesity Physical characteristics Politicians post‐Soviet states Transparency |
title | Obesity of politicians and corruption in post‐Soviet countries |
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