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Association Between Tobacco Retailer Density and Smoking Among Adults With Diabetes and Serious Mental Illness in New York State
Smoking prevalence is high among adults with comorbid diabetes and serious mental illness. This population is at elevated risk of smoking-related health consequences and premature death. We focused on the community environment and investigated the association between tobacco retailer density and smo...
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Published in: | Preventing chronic disease 2022-01, Vol.19, p.E01, Article 210270 |
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description | Smoking prevalence is high among adults with comorbid diabetes and serious mental illness. This population is at elevated risk of smoking-related health consequences and premature death. We focused on the community environment and investigated the association between tobacco retailer density and smoking in this population.
We obtained individual-level data from the 2017 Patient Characteristics Survey, a medical record-based survey of patients served by the public mental health system in New York State. We computed the density of state-authorized tobacco retailers at the 3-digit zip code level.
The data included 19,492 adults (aged ≥18) with comorbid diabetes and serious mental illness. Of these, 55.6% resided in New York City, 53.1% were female, 38.1% were non-Hispanic White, 30.7% were non-Hispanic Black, 25.2% were Hispanic, and 38.1% were smokers, including electronic cigarette users. The density of tobacco retailers (range, 6.1-16.4 per 10,000 population) was positively associated with smoking (odds ratio = 1.05; 95% CI, 1.03-1.07) after adjusting for sex, race or ethnicity, education, employment, health insurance coverage, obesity, and region (New York City vs outside New York City). We observed no interaction between region and tobacco retailer density.
Findings of this study suggest that allocating more smoking cessation resources to zip code areas with a high density of tobacco retailers, especially in rural areas, along with supporting policy change to reduce tobacco retailor density, may mitigate the negative health consequences of smoking among people with comorbid diabetes and serious mental illness. |
doi_str_mv | 10.5888/pcd19.210270 |
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We obtained individual-level data from the 2017 Patient Characteristics Survey, a medical record-based survey of patients served by the public mental health system in New York State. We computed the density of state-authorized tobacco retailers at the 3-digit zip code level.
The data included 19,492 adults (aged ≥18) with comorbid diabetes and serious mental illness. Of these, 55.6% resided in New York City, 53.1% were female, 38.1% were non-Hispanic White, 30.7% were non-Hispanic Black, 25.2% were Hispanic, and 38.1% were smokers, including electronic cigarette users. The density of tobacco retailers (range, 6.1-16.4 per 10,000 population) was positively associated with smoking (odds ratio = 1.05; 95% CI, 1.03-1.07) after adjusting for sex, race or ethnicity, education, employment, health insurance coverage, obesity, and region (New York City vs outside New York City). We observed no interaction between region and tobacco retailer density.
Findings of this study suggest that allocating more smoking cessation resources to zip code areas with a high density of tobacco retailers, especially in rural areas, along with supporting policy change to reduce tobacco retailor density, may mitigate the negative health consequences of smoking among people with comorbid diabetes and serious mental illness.</description><identifier>ISSN: 1545-1151</identifier><identifier>EISSN: 1545-1151</identifier><identifier>DOI: 10.5888/pcd19.210270</identifier><identifier>PMID: 34990338</identifier><language>eng</language><publisher>United States: Centers for Disease Control and Prevention</publisher><subject>Adult ; Behavior ; Comorbidity ; Diabetes ; Diabetes Mellitus - epidemiology ; Education ; Electronic Nicotine Delivery Systems ; Female ; Health insurance ; Hispanic people ; Humans ; Mental disorders ; Mental Disorders - epidemiology ; Mental health care ; Middle schools ; New York City - epidemiology ; Obesity ; Original Research ; Patients ; Population ; Public health ; Residence Characteristics ; Retail stores ; Rural areas ; Smoking ; Smoking - epidemiology ; Smoking cessation ; Sociodemographics ; Tobacco ; Tobacco Products</subject><ispartof>Preventing chronic disease, 2022-01, Vol.19, p.E01, Article 210270</ispartof><rights>Published 2022. This article is a U.S. Government work and is in the public domain in the USA.</rights><rights>2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3270-eb876ddf62c08f6d8ec7708f9587c30b306bdcfc4356fabf851fa4544197c1243</citedby><cites>FETCH-LOGICAL-c3270-eb876ddf62c08f6d8ec7708f9587c30b306bdcfc4356fabf851fa4544197c1243</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8794262/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8794262/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34990338$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Alharthy, Amani</creatorcontrib><creatorcontrib>Hosler, Akiko S</creatorcontrib><creatorcontrib>Leckman-Westin, Emily</creatorcontrib><creatorcontrib>Kammer, Jamie R</creatorcontrib><title>Association Between Tobacco Retailer Density and Smoking Among Adults With Diabetes and Serious Mental Illness in New York State</title><title>Preventing chronic disease</title><addtitle>Prev Chronic Dis</addtitle><description>Smoking prevalence is high among adults with comorbid diabetes and serious mental illness. This population is at elevated risk of smoking-related health consequences and premature death. We focused on the community environment and investigated the association between tobacco retailer density and smoking in this population.
We obtained individual-level data from the 2017 Patient Characteristics Survey, a medical record-based survey of patients served by the public mental health system in New York State. We computed the density of state-authorized tobacco retailers at the 3-digit zip code level.
The data included 19,492 adults (aged ≥18) with comorbid diabetes and serious mental illness. Of these, 55.6% resided in New York City, 53.1% were female, 38.1% were non-Hispanic White, 30.7% were non-Hispanic Black, 25.2% were Hispanic, and 38.1% were smokers, including electronic cigarette users. The density of tobacco retailers (range, 6.1-16.4 per 10,000 population) was positively associated with smoking (odds ratio = 1.05; 95% CI, 1.03-1.07) after adjusting for sex, race or ethnicity, education, employment, health insurance coverage, obesity, and region (New York City vs outside New York City). We observed no interaction between region and tobacco retailer density.
Findings of this study suggest that allocating more smoking cessation resources to zip code areas with a high density of tobacco retailers, especially in rural areas, along with supporting policy change to reduce tobacco retailor density, may mitigate the negative health consequences of smoking among people with comorbid diabetes and serious mental illness.</description><subject>Adult</subject><subject>Behavior</subject><subject>Comorbidity</subject><subject>Diabetes</subject><subject>Diabetes Mellitus - epidemiology</subject><subject>Education</subject><subject>Electronic Nicotine Delivery Systems</subject><subject>Female</subject><subject>Health insurance</subject><subject>Hispanic people</subject><subject>Humans</subject><subject>Mental disorders</subject><subject>Mental Disorders - epidemiology</subject><subject>Mental health care</subject><subject>Middle schools</subject><subject>New York City - epidemiology</subject><subject>Obesity</subject><subject>Original Research</subject><subject>Patients</subject><subject>Population</subject><subject>Public health</subject><subject>Residence Characteristics</subject><subject>Retail stores</subject><subject>Rural areas</subject><subject>Smoking</subject><subject>Smoking - epidemiology</subject><subject>Smoking cessation</subject><subject>Sociodemographics</subject><subject>Tobacco</subject><subject>Tobacco Products</subject><issn>1545-1151</issn><issn>1545-1151</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpdkc1LHTEUxYO0VGu767oEunHRZ_MxM8lsCs-PtoJW8IPSVchk7mg0kzyTjOKuf3rzfFasm3sv3B-HczgIfaBku5ZSflmYnrbbjBImyBraoHVVzyit6atn9zp6m9IVWSKieYPWedW2hHO5gf7MUwrG6myDxzuQ7wA8PgudNibgE8jaOoh4D3yy-R5r3-PTMVxbf4HnY1jOfnI54V82X-I9qzvIkFYYRBumhI_AZ-3wgXMeUsLW459wh3-HeI1Ps87wDr0etEvw_nFvovNv-2e7P2aHx98PdueHM8OL6xl0UjR9PzTMEDk0vQQjRLnaWgrDScdJ0_VmMBWvm0F3g6zpoKu6qmgrDGUV30RfV7qLqRuhN8VW1E4toh11vFdBW_X_x9tLdRFulRRtxRpWBLYeBWK4mSBlNdpkwDntoQRVrKGSMSGZKOinF-hVmKIv8R4oKgglpFCfV5SJIaUIw5MZStSyWvVQrVpVW_CPzwM8wf-65H8BPQegZg</recordid><startdate>20220106</startdate><enddate>20220106</enddate><creator>Alharthy, Amani</creator><creator>Hosler, Akiko S</creator><creator>Leckman-Westin, Emily</creator><creator>Kammer, Jamie R</creator><general>Centers for Disease Control and Prevention</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88C</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M0T</scope><scope>M1P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20220106</creationdate><title>Association Between Tobacco Retailer Density and Smoking Among Adults With Diabetes and Serious Mental Illness in New York State</title><author>Alharthy, Amani ; Hosler, Akiko S ; Leckman-Westin, Emily ; Kammer, Jamie R</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3270-eb876ddf62c08f6d8ec7708f9587c30b306bdcfc4356fabf851fa4544197c1243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Behavior</topic><topic>Comorbidity</topic><topic>Diabetes</topic><topic>Diabetes Mellitus - epidemiology</topic><topic>Education</topic><topic>Electronic Nicotine Delivery Systems</topic><topic>Female</topic><topic>Health insurance</topic><topic>Hispanic people</topic><topic>Humans</topic><topic>Mental disorders</topic><topic>Mental Disorders - epidemiology</topic><topic>Mental health care</topic><topic>Middle schools</topic><topic>New York City - epidemiology</topic><topic>Obesity</topic><topic>Original Research</topic><topic>Patients</topic><topic>Population</topic><topic>Public health</topic><topic>Residence Characteristics</topic><topic>Retail stores</topic><topic>Rural areas</topic><topic>Smoking</topic><topic>Smoking - epidemiology</topic><topic>Smoking cessation</topic><topic>Sociodemographics</topic><topic>Tobacco</topic><topic>Tobacco Products</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Alharthy, Amani</creatorcontrib><creatorcontrib>Hosler, Akiko S</creatorcontrib><creatorcontrib>Leckman-Westin, Emily</creatorcontrib><creatorcontrib>Kammer, Jamie R</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database (ProQuest)</collection><collection>ProQuest - Health & Medical Complete保健、医学与药学数据库</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Healthcare Administration Database (Alumni)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Public Health Database (Proquest)</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 One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Family Health Database (Proquest)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>ProQuest Healthcare Administration Database</collection><collection>Medical Database</collection><collection>Nursing & Allied Health Premium</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>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Preventing chronic disease</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Alharthy, Amani</au><au>Hosler, Akiko S</au><au>Leckman-Westin, Emily</au><au>Kammer, Jamie R</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association Between Tobacco Retailer Density and Smoking Among Adults With Diabetes and Serious Mental Illness in New York State</atitle><jtitle>Preventing chronic disease</jtitle><addtitle>Prev Chronic Dis</addtitle><date>2022-01-06</date><risdate>2022</risdate><volume>19</volume><spage>E01</spage><pages>E01-</pages><artnum>210270</artnum><issn>1545-1151</issn><eissn>1545-1151</eissn><abstract>Smoking prevalence is high among adults with comorbid diabetes and serious mental illness. This population is at elevated risk of smoking-related health consequences and premature death. We focused on the community environment and investigated the association between tobacco retailer density and smoking in this population.
We obtained individual-level data from the 2017 Patient Characteristics Survey, a medical record-based survey of patients served by the public mental health system in New York State. We computed the density of state-authorized tobacco retailers at the 3-digit zip code level.
The data included 19,492 adults (aged ≥18) with comorbid diabetes and serious mental illness. Of these, 55.6% resided in New York City, 53.1% were female, 38.1% were non-Hispanic White, 30.7% were non-Hispanic Black, 25.2% were Hispanic, and 38.1% were smokers, including electronic cigarette users. The density of tobacco retailers (range, 6.1-16.4 per 10,000 population) was positively associated with smoking (odds ratio = 1.05; 95% CI, 1.03-1.07) after adjusting for sex, race or ethnicity, education, employment, health insurance coverage, obesity, and region (New York City vs outside New York City). We observed no interaction between region and tobacco retailer density.
Findings of this study suggest that allocating more smoking cessation resources to zip code areas with a high density of tobacco retailers, especially in rural areas, along with supporting policy change to reduce tobacco retailor density, may mitigate the negative health consequences of smoking among people with comorbid diabetes and serious mental illness.</abstract><cop>United States</cop><pub>Centers for Disease Control and Prevention</pub><pmid>34990338</pmid><doi>10.5888/pcd19.210270</doi><oa>free_for_read</oa></addata></record> |
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subjects | Adult Behavior Comorbidity Diabetes Diabetes Mellitus - epidemiology Education Electronic Nicotine Delivery Systems Female Health insurance Hispanic people Humans Mental disorders Mental Disorders - epidemiology Mental health care Middle schools New York City - epidemiology Obesity Original Research Patients Population Public health Residence Characteristics Retail stores Rural areas Smoking Smoking - epidemiology Smoking cessation Sociodemographics Tobacco Tobacco Products |
title | Association Between Tobacco Retailer Density and Smoking Among Adults With Diabetes and Serious Mental Illness in New York State |
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