Long-Term Weight Loss Effects of a Behavioral Weight Management Program: Does the Community Food Environment Matter?
This study examined whether community food environments altered the longer-term effects of a nationwide behavioral weight management program on body mass index (BMI). The sample was comprised of 98,871 male weight management program participants and 15,385 female participants, as well as 461,302 and...
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Veröffentlicht in: | International journal of environmental research and public health 2018-01, Vol.15 (2), p.211 |
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description | This study examined whether community food environments altered the longer-term effects of a nationwide behavioral weight management program on body mass index (BMI). The sample was comprised of 98,871 male weight management program participants and 15,385 female participants, as well as 461,302 and 37,192 inverse propensity-score weighted matched male and female controls. We measured the community food environment by counting the number of supermarkets, convenience stores, and fast food restaurants within a 1-mile radius around each person's home address. We used difference-in-difference regression models with person and calendar time fixed effects to estimate MOVE! effects over time in sub-populations defined by community food environment attributes. Among men, after an initial decrease in BMI at 6 months, the effect of the program decreased over time, with BMI increasing incrementally at 12 months (0.098 kg/m²,
< 0.001), 18 months (0.069 kg/m²,
< 0.001), and 24 months (0.067 kg/m²,
< 0.001). Among women, the initial effects of the program decreased over time as well. Women had an incremental BMI change of 0.099 kg/m² at 12 months (
< 0.05) with non-significant incremental changes at 18 months and 24 months. We found little evidence that these longer-term effects of the weight management program differed depending on the community food environment. Physiological adaptations may overwhelm environmental influences on adherence to behavioral regimens in affecting longer-term weight loss outcomes. |
doi_str_mv | 10.3390/ijerph15020211 |
format | Article |
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< 0.001), 18 months (0.069 kg/m²,
< 0.001), and 24 months (0.067 kg/m²,
< 0.001). Among women, the initial effects of the program decreased over time as well. Women had an incremental BMI change of 0.099 kg/m² at 12 months (
< 0.05) with non-significant incremental changes at 18 months and 24 months. We found little evidence that these longer-term effects of the weight management program differed depending on the community food environment. Physiological adaptations may overwhelm environmental influences on adherence to behavioral regimens in affecting longer-term weight loss outcomes.</description><identifier>ISSN: 1660-4601</identifier><identifier>ISSN: 1661-7827</identifier><identifier>EISSN: 1660-4601</identifier><identifier>DOI: 10.3390/ijerph15020211</identifier><identifier>PMID: 29373556</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Adaptation ; Adult ; Aged ; Aged, 80 and over ; Body mass ; Body Mass Index ; Body size ; Body weight loss ; Communities ; Convenience stores ; Diet ; Environment ; Environmental effects ; Environmental management ; Fast food ; Female ; Follow-Up Studies ; Food ; Food Supply ; Health Behavior ; Health care ; Humans ; Hypotheses ; Intervention ; Male ; Middle Aged ; Nutrition research ; Obesity ; Obesity - diagnosis ; Obesity - psychology ; Obesity - therapy ; Propensity Score ; Public health ; Regression analysis ; Residence Characteristics ; Restaurants ; Supermarkets ; Treatment Outcome ; Veterans ; Weight control ; Weight Loss ; Weight Reduction Programs</subject><ispartof>International journal of environmental research and public health, 2018-01, Vol.15 (2), p.211</ispartof><rights>Copyright MDPI AG 2018</rights><rights>2018 by the authors. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c373t-3a00a2ca735bc1680d7dcca7ecda4ffa4687930a0cc9dd9e8e56d8bbf7469fd43</cites><orcidid>0000-0002-1645-4854</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5858280/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5858280/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29373556$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zenk, Shannon N</creatorcontrib><creatorcontrib>Tarlov, Elizabeth</creatorcontrib><creatorcontrib>Wing, Coady M</creatorcontrib><creatorcontrib>Matthews, Stephen A</creatorcontrib><creatorcontrib>Tong, Hao</creatorcontrib><creatorcontrib>Jones, Kelly K</creatorcontrib><creatorcontrib>Powell, Lisa</creatorcontrib><title>Long-Term Weight Loss Effects of a Behavioral Weight Management Program: Does the Community Food Environment Matter?</title><title>International journal of environmental research and public health</title><addtitle>Int J Environ Res Public Health</addtitle><description>This study examined whether community food environments altered the longer-term effects of a nationwide behavioral weight management program on body mass index (BMI). The sample was comprised of 98,871 male weight management program participants and 15,385 female participants, as well as 461,302 and 37,192 inverse propensity-score weighted matched male and female controls. We measured the community food environment by counting the number of supermarkets, convenience stores, and fast food restaurants within a 1-mile radius around each person's home address. We used difference-in-difference regression models with person and calendar time fixed effects to estimate MOVE! effects over time in sub-populations defined by community food environment attributes. Among men, after an initial decrease in BMI at 6 months, the effect of the program decreased over time, with BMI increasing incrementally at 12 months (0.098 kg/m²,
< 0.001), 18 months (0.069 kg/m²,
< 0.001), and 24 months (0.067 kg/m²,
< 0.001). Among women, the initial effects of the program decreased over time as well. Women had an incremental BMI change of 0.099 kg/m² at 12 months (
< 0.05) with non-significant incremental changes at 18 months and 24 months. We found little evidence that these longer-term effects of the weight management program differed depending on the community food environment. Physiological adaptations may overwhelm environmental influences on adherence to behavioral regimens in affecting longer-term weight loss outcomes.</description><subject>Adaptation</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Body mass</subject><subject>Body Mass Index</subject><subject>Body size</subject><subject>Body weight loss</subject><subject>Communities</subject><subject>Convenience stores</subject><subject>Diet</subject><subject>Environment</subject><subject>Environmental effects</subject><subject>Environmental management</subject><subject>Fast food</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Food</subject><subject>Food Supply</subject><subject>Health Behavior</subject><subject>Health care</subject><subject>Humans</subject><subject>Hypotheses</subject><subject>Intervention</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Nutrition research</subject><subject>Obesity</subject><subject>Obesity - diagnosis</subject><subject>Obesity - psychology</subject><subject>Obesity - therapy</subject><subject>Propensity Score</subject><subject>Public health</subject><subject>Regression analysis</subject><subject>Residence Characteristics</subject><subject>Restaurants</subject><subject>Supermarkets</subject><subject>Treatment Outcome</subject><subject>Veterans</subject><subject>Weight control</subject><subject>Weight Loss</subject><subject>Weight Reduction Programs</subject><issn>1660-4601</issn><issn>1661-7827</issn><issn>1660-4601</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpVkc1PAyEQxYnR-H31aEg8b4VlP1gPGq2tmrTRQ41HwsKwu427VJY26X8vWjX2xBB-8-YND6EzSgaMFeSymYNb1DQlMYkp3UGHNMtIlGSE7v6rD9BR388JYTzJin10EBcsZ2maHSI_sV0VzcC1-A2aqvZ4Yvsej4wB5XtsDZb4Dmq5aqyT77_MVHayghY6j1-crZxsr_C9hR77GvDQtu2ya_waj63VeNStGme7b3gqvQd3c4L2jHzv4fTnPEav49Fs-BhNnh-ehreTSAV7PmKSEBkrGayWimac6FyrcAWlZWKMTDKeF4xIolShdQEc0kzzsjR52NLohB2j643uYlm2oFWwEJYQC9e00q2FlY3YfumaWlR2JVKe8piTIHDxI-DsxxJ6L-Z26brgWcSEJpyyAAVqsKGUC3_nwPxNoER8pSS2UwoN5_99_eG_sbBPM_GRXA</recordid><startdate>20180126</startdate><enddate>20180126</enddate><creator>Zenk, Shannon N</creator><creator>Tarlov, Elizabeth</creator><creator>Wing, Coady M</creator><creator>Matthews, Stephen A</creator><creator>Tong, Hao</creator><creator>Jones, Kelly K</creator><creator>Powell, Lisa</creator><general>MDPI AG</general><general>MDPI</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>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1645-4854</orcidid></search><sort><creationdate>20180126</creationdate><title>Long-Term Weight Loss Effects of a Behavioral Weight Management Program: Does the Community Food Environment Matter?</title><author>Zenk, Shannon N ; Tarlov, Elizabeth ; Wing, Coady M ; Matthews, Stephen A ; Tong, Hao ; Jones, Kelly K ; Powell, Lisa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c373t-3a00a2ca735bc1680d7dcca7ecda4ffa4687930a0cc9dd9e8e56d8bbf7469fd43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adaptation</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Body mass</topic><topic>Body Mass Index</topic><topic>Body size</topic><topic>Body weight loss</topic><topic>Communities</topic><topic>Convenience stores</topic><topic>Diet</topic><topic>Environment</topic><topic>Environmental effects</topic><topic>Environmental management</topic><topic>Fast food</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Food</topic><topic>Food Supply</topic><topic>Health Behavior</topic><topic>Health care</topic><topic>Humans</topic><topic>Hypotheses</topic><topic>Intervention</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Nutrition research</topic><topic>Obesity</topic><topic>Obesity - diagnosis</topic><topic>Obesity - psychology</topic><topic>Obesity - therapy</topic><topic>Propensity Score</topic><topic>Public health</topic><topic>Regression analysis</topic><topic>Residence Characteristics</topic><topic>Restaurants</topic><topic>Supermarkets</topic><topic>Treatment Outcome</topic><topic>Veterans</topic><topic>Weight control</topic><topic>Weight Loss</topic><topic>Weight Reduction Programs</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zenk, Shannon N</creatorcontrib><creatorcontrib>Tarlov, Elizabeth</creatorcontrib><creatorcontrib>Wing, Coady M</creatorcontrib><creatorcontrib>Matthews, Stephen A</creatorcontrib><creatorcontrib>Tong, Hao</creatorcontrib><creatorcontrib>Jones, Kelly K</creatorcontrib><creatorcontrib>Powell, Lisa</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>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</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 Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content 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>PubMed Central (Full Participant titles)</collection><jtitle>International journal of environmental research and public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zenk, Shannon N</au><au>Tarlov, Elizabeth</au><au>Wing, Coady M</au><au>Matthews, Stephen A</au><au>Tong, Hao</au><au>Jones, Kelly K</au><au>Powell, Lisa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Long-Term Weight Loss Effects of a Behavioral Weight Management Program: Does the Community Food Environment Matter?</atitle><jtitle>International journal of environmental research and public health</jtitle><addtitle>Int J Environ Res Public Health</addtitle><date>2018-01-26</date><risdate>2018</risdate><volume>15</volume><issue>2</issue><spage>211</spage><pages>211-</pages><issn>1660-4601</issn><issn>1661-7827</issn><eissn>1660-4601</eissn><abstract>This study examined whether community food environments altered the longer-term effects of a nationwide behavioral weight management program on body mass index (BMI). The sample was comprised of 98,871 male weight management program participants and 15,385 female participants, as well as 461,302 and 37,192 inverse propensity-score weighted matched male and female controls. We measured the community food environment by counting the number of supermarkets, convenience stores, and fast food restaurants within a 1-mile radius around each person's home address. We used difference-in-difference regression models with person and calendar time fixed effects to estimate MOVE! effects over time in sub-populations defined by community food environment attributes. Among men, after an initial decrease in BMI at 6 months, the effect of the program decreased over time, with BMI increasing incrementally at 12 months (0.098 kg/m²,
< 0.001), 18 months (0.069 kg/m²,
< 0.001), and 24 months (0.067 kg/m²,
< 0.001). Among women, the initial effects of the program decreased over time as well. Women had an incremental BMI change of 0.099 kg/m² at 12 months (
< 0.05) with non-significant incremental changes at 18 months and 24 months. We found little evidence that these longer-term effects of the weight management program differed depending on the community food environment. Physiological adaptations may overwhelm environmental influences on adherence to behavioral regimens in affecting longer-term weight loss outcomes.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>29373556</pmid><doi>10.3390/ijerph15020211</doi><orcidid>https://orcid.org/0000-0002-1645-4854</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adaptation Adult Aged Aged, 80 and over Body mass Body Mass Index Body size Body weight loss Communities Convenience stores Diet Environment Environmental effects Environmental management Fast food Female Follow-Up Studies Food Food Supply Health Behavior Health care Humans Hypotheses Intervention Male Middle Aged Nutrition research Obesity Obesity - diagnosis Obesity - psychology Obesity - therapy Propensity Score Public health Regression analysis Residence Characteristics Restaurants Supermarkets Treatment Outcome Veterans Weight control Weight Loss Weight Reduction Programs |
title | Long-Term Weight Loss Effects of a Behavioral Weight Management Program: Does the Community Food Environment Matter? |
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