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The Effect of Price and Tax Policies on the Decision to Smoke or Use Smokeless Tobacco in India
This paper investigates the impact of cigarette prices on adults’ smoking and smokeless tobacco (SLT) use initiation and cessation decisions in India from 1980 to 2017. We use individual-level data from the 2017 Global Adult Tobacco Survey (GATS) to recreate the smoking history of current or past ad...
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Published in: | Prevention science 2022-10, Vol.23 (7), p.1101-1114 |
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description | This paper investigates the impact of cigarette prices on adults’ smoking and smokeless tobacco (SLT) use initiation and cessation decisions in India from 1980 to 2017. We use individual-level data from the 2017 Global Adult Tobacco Survey (GATS) to recreate the smoking history of current or past adult tobacco users using self-reported data on the years of tobacco use, initiation, and cessation merged with historical data on cigarettes, bidis, and SLT product prices. To estimate the effect of price changes on smoking and SLT use transitions, we use a pooled linear model and propensity score matching (PSM) to construct an artificial treatment group where weights capture the likelihood of being an ever-smoker. We find that price increases are a statistically significant deterrent to smoking initiation, with price elasticity of initiation being on average -0.0236 (CI: -0.024 -0.023) and -0.000428 (0.0 – 0.0) for smoking and SLT, respectively. This implies, for example, that a 10% increase in prices results in a 0.24% smaller smoking initiation and 0.004% smaller SLT use initiation. We find that prices can also encourage quitting, but the effects are not always significant, with elasticities of 0.0218 (CI: 0.017 0.026) and 0.0026 (CI: 0.001 0.004) for smoking and SLT, respectively. This implies that a 10% increase in prices will result in a 0.22% increase in the probability of quitting smoking and a 0.03% increase in the probability of quitting SLT use. The elasticity varied by income group, gender, and between young and all adults, with larger effects among lower-income adults and especially among young females. Higher cigarette prices that can be achieved by tobacco tax increases can significantly reduce initiation and encourage cessation, thus improving public health, especially among the most vulnerable population subgroups. |
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We use individual-level data from the 2017 Global Adult Tobacco Survey (GATS) to recreate the smoking history of current or past adult tobacco users using self-reported data on the years of tobacco use, initiation, and cessation merged with historical data on cigarettes, bidis, and SLT product prices. To estimate the effect of price changes on smoking and SLT use transitions, we use a pooled linear model and propensity score matching (PSM) to construct an artificial treatment group where weights capture the likelihood of being an ever-smoker. We find that price increases are a statistically significant deterrent to smoking initiation, with price elasticity of initiation being on average -0.0236 (CI: -0.024 -0.023) and -0.000428 (0.0 – 0.0) for smoking and SLT, respectively. This implies, for example, that a 10% increase in prices results in a 0.24% smaller smoking initiation and 0.004% smaller SLT use initiation. We find that prices can also encourage quitting, but the effects are not always significant, with elasticities of 0.0218 (CI: 0.017 0.026) and 0.0026 (CI: 0.001 0.004) for smoking and SLT, respectively. This implies that a 10% increase in prices will result in a 0.22% increase in the probability of quitting smoking and a 0.03% increase in the probability of quitting SLT use. The elasticity varied by income group, gender, and between young and all adults, with larger effects among lower-income adults and especially among young females. Higher cigarette prices that can be achieved by tobacco tax increases can significantly reduce initiation and encourage cessation, thus improving public health, especially among the most vulnerable population subgroups.</description><identifier>ISSN: 1389-4986</identifier><identifier>EISSN: 1573-6695</identifier><identifier>DOI: 10.1007/s11121-022-01360-w</identifier><identifier>PMID: 35275359</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Adults ; Child and School Psychology ; Cigarettes ; Data ; Health Psychology ; Individual differences ; Linear analysis ; Medicine ; Medicine & Public Health ; Price elasticity ; Price increases ; Prices ; Pricing policies ; Probability ; Propensity ; Public Health ; Smoking ; Smoking cessation ; Taxation ; Tobacco ; Tobacco products ; Vulnerability</subject><ispartof>Prevention science, 2022-10, Vol.23 (7), p.1101-1114</ispartof><rights>Society for Prevention Research 2022</rights><rights>2022. 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We use individual-level data from the 2017 Global Adult Tobacco Survey (GATS) to recreate the smoking history of current or past adult tobacco users using self-reported data on the years of tobacco use, initiation, and cessation merged with historical data on cigarettes, bidis, and SLT product prices. To estimate the effect of price changes on smoking and SLT use transitions, we use a pooled linear model and propensity score matching (PSM) to construct an artificial treatment group where weights capture the likelihood of being an ever-smoker. We find that price increases are a statistically significant deterrent to smoking initiation, with price elasticity of initiation being on average -0.0236 (CI: -0.024 -0.023) and -0.000428 (0.0 – 0.0) for smoking and SLT, respectively. This implies, for example, that a 10% increase in prices results in a 0.24% smaller smoking initiation and 0.004% smaller SLT use initiation. We find that prices can also encourage quitting, but the effects are not always significant, with elasticities of 0.0218 (CI: 0.017 0.026) and 0.0026 (CI: 0.001 0.004) for smoking and SLT, respectively. This implies that a 10% increase in prices will result in a 0.22% increase in the probability of quitting smoking and a 0.03% increase in the probability of quitting SLT use. The elasticity varied by income group, gender, and between young and all adults, with larger effects among lower-income adults and especially among young females. Higher cigarette prices that can be achieved by tobacco tax increases can significantly reduce initiation and encourage cessation, thus improving public health, especially among the most vulnerable population subgroups.</description><subject>Adults</subject><subject>Child and School Psychology</subject><subject>Cigarettes</subject><subject>Data</subject><subject>Health Psychology</subject><subject>Individual differences</subject><subject>Linear analysis</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Price elasticity</subject><subject>Price increases</subject><subject>Prices</subject><subject>Pricing policies</subject><subject>Probability</subject><subject>Propensity</subject><subject>Public Health</subject><subject>Smoking</subject><subject>Smoking cessation</subject><subject>Taxation</subject><subject>Tobacco</subject><subject>Tobacco products</subject><subject>Vulnerability</subject><issn>1389-4986</issn><issn>1573-6695</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>7TQ</sourceid><sourceid>8BJ</sourceid><sourceid>ALSLI</sourceid><sourceid>BGRYB</sourceid><sourceid>DPSOV</sourceid><sourceid>M0O</sourceid><sourceid>M2L</sourceid><recordid>eNp9kMlKBDEQhoMo7i_gQQJevLSmkk7SfRR3EBQczyGdRaM9HU1mGH17o-0CHjxVFfnqr_AhtAPkAAiRhxkAKFSE0ooAE6RaLKF14JJVQrR8ufSsaau6bcQa2sj5kRAQnJFVtMY4lZzxdh2pyYPDp947M8PR45sUjMN6sHiiX_FN7IMJLuM44FnhTpwJOXwMEd9O45PDMeG77MahdznjSey0MRGHAV8ONugttOJ1n932V91Ed2enk-OL6ur6_PL46KoyTPJZpQE4s6KjLdSNINYYQqgFyWsqobGES6GZtt5b4KbtjPaso9oaqH0tGDdsE-2Puc8pvsxdnqlpyMb1vR5cnGdFBWskiIaRgu79QR_jPA3ld6oc4y0Rsq4LRUfKpJhzcl49pzDV6U0BUR_61ahfFf3qU79alKXdr-h5N3X2Z-XbdwHYCOTyNNy79Hv7n9h3NByOVw</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Dauchy, Estelle P.</creator><creator>John, Rijo M.</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>3V.</scope><scope>7TQ</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AM</scope><scope>8AO</scope><scope>8BJ</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGRYB</scope><scope>CCPQU</scope><scope>DHY</scope><scope>DON</scope><scope>DPSOV</scope><scope>DWQXO</scope><scope>FQK</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>JBE</scope><scope>K7.</scope><scope>K9.</scope><scope>KC-</scope><scope>M0O</scope><scope>M0S</scope><scope>M1P</scope><scope>M2L</scope><scope>M2M</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-7586-1209</orcidid></search><sort><creationdate>20221001</creationdate><title>The Effect of Price and Tax Policies on the Decision to Smoke or Use Smokeless Tobacco in India</title><author>Dauchy, Estelle P. ; John, Rijo M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-a1153d6b2914860dcc002d17542718d0576a3adffd15c9bcaf3b2adc14f4635c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adults</topic><topic>Child and School Psychology</topic><topic>Cigarettes</topic><topic>Data</topic><topic>Health Psychology</topic><topic>Individual differences</topic><topic>Linear analysis</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Price elasticity</topic><topic>Price increases</topic><topic>Prices</topic><topic>Pricing policies</topic><topic>Probability</topic><topic>Propensity</topic><topic>Public Health</topic><topic>Smoking</topic><topic>Smoking cessation</topic><topic>Taxation</topic><topic>Tobacco</topic><topic>Tobacco products</topic><topic>Vulnerability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dauchy, Estelle P.</creatorcontrib><creatorcontrib>John, Rijo M.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>ProQuest Central (Corporate)</collection><collection>PAIS Index</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>Criminal Justice Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Social Science Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Criminology Collection</collection><collection>ProQuest One Community College</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>Politics Collection</collection><collection>ProQuest Central</collection><collection>International Bibliography of the Social Sciences</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Politics Collection</collection><collection>Criminal Justice Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Political Science Database (Proquest)</collection><collection>Psychology Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Prevention science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dauchy, Estelle P.</au><au>John, Rijo M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Effect of Price and Tax Policies on the Decision to Smoke or Use Smokeless Tobacco in India</atitle><jtitle>Prevention science</jtitle><stitle>Prev Sci</stitle><addtitle>Prev Sci</addtitle><date>2022-10-01</date><risdate>2022</risdate><volume>23</volume><issue>7</issue><spage>1101</spage><epage>1114</epage><pages>1101-1114</pages><issn>1389-4986</issn><eissn>1573-6695</eissn><abstract>This paper investigates the impact of cigarette prices on adults’ smoking and smokeless tobacco (SLT) use initiation and cessation decisions in India from 1980 to 2017. We use individual-level data from the 2017 Global Adult Tobacco Survey (GATS) to recreate the smoking history of current or past adult tobacco users using self-reported data on the years of tobacco use, initiation, and cessation merged with historical data on cigarettes, bidis, and SLT product prices. To estimate the effect of price changes on smoking and SLT use transitions, we use a pooled linear model and propensity score matching (PSM) to construct an artificial treatment group where weights capture the likelihood of being an ever-smoker. We find that price increases are a statistically significant deterrent to smoking initiation, with price elasticity of initiation being on average -0.0236 (CI: -0.024 -0.023) and -0.000428 (0.0 – 0.0) for smoking and SLT, respectively. This implies, for example, that a 10% increase in prices results in a 0.24% smaller smoking initiation and 0.004% smaller SLT use initiation. We find that prices can also encourage quitting, but the effects are not always significant, with elasticities of 0.0218 (CI: 0.017 0.026) and 0.0026 (CI: 0.001 0.004) for smoking and SLT, respectively. This implies that a 10% increase in prices will result in a 0.22% increase in the probability of quitting smoking and a 0.03% increase in the probability of quitting SLT use. The elasticity varied by income group, gender, and between young and all adults, with larger effects among lower-income adults and especially among young females. Higher cigarette prices that can be achieved by tobacco tax increases can significantly reduce initiation and encourage cessation, thus improving public health, especially among the most vulnerable population subgroups.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>35275359</pmid><doi>10.1007/s11121-022-01360-w</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-7586-1209</orcidid></addata></record> |
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subjects | Adults Child and School Psychology Cigarettes Data Health Psychology Individual differences Linear analysis Medicine Medicine & Public Health Price elasticity Price increases Prices Pricing policies Probability Propensity Public Health Smoking Smoking cessation Taxation Tobacco Tobacco products Vulnerability |
title | The Effect of Price and Tax Policies on the Decision to Smoke or Use Smokeless Tobacco in India |
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