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Determinants of Latrine Use Behavior: The Psychosocial Proxies of Individual-Level Defecation Practices in Rural Coastal Ecuador
There is increasing appreciation that latrine access does not imply use-many individuals who own latrines do not consistently use them. Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of...
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Published in: | The American journal of tropical medicine and hygiene 2019-01, Vol.100 (3), p.733-741 |
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creator | Lopez, Velma K Berrocal, Veronica J Corozo Angulo, Betty Ram, Pavani K Trostle, James Eisenberg, Joseph N S |
description | There is increasing appreciation that latrine access does not imply use-many individuals who own latrines do not consistently use them. Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of water, sanitation, and hygiene framework, we sought to characterize determinants of latrine use in rural Ecuador. We interviewed 197 adults living in three communities with a survey consisting of 70 psychosocial defecation-related questions. Questions were excluded from analysis if responses lacked variability or at least 10% of respondents did not provide a definitive answer. All interviewed individuals had access to a privately owned or shared latrine. We then applied adaptive elastic nets (ENET) and supervised principal component analysis (SPCA) to a reduced dataset of 45 questions among 154 individuals with complete data to select determinants that predict self-reported latrine use. Latrine use was common, but not universal, in the sample (76%). The SPCA model identified six determinants and adaptive ENET selected five determinants. Three indicators were represented in both models-latrine users were more likely to report that their latrine is clean enough to use and also more likely to report daily latrine use; while those reporting that elderly men were not latrine users were less likely to use latrines themselves. Our findings suggest that social norms are important predictors of latrine use, whereas knowledge of the health benefits of sanitation may not be as important. These determinants are informative for promotion of latrine adoption. |
doi_str_mv | 10.4269/ajtmh.18-0144 |
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Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of water, sanitation, and hygiene framework, we sought to characterize determinants of latrine use in rural Ecuador. We interviewed 197 adults living in three communities with a survey consisting of 70 psychosocial defecation-related questions. Questions were excluded from analysis if responses lacked variability or at least 10% of respondents did not provide a definitive answer. All interviewed individuals had access to a privately owned or shared latrine. We then applied adaptive elastic nets (ENET) and supervised principal component analysis (SPCA) to a reduced dataset of 45 questions among 154 individuals with complete data to select determinants that predict self-reported latrine use. Latrine use was common, but not universal, in the sample (76%). The SPCA model identified six determinants and adaptive ENET selected five determinants. Three indicators were represented in both models-latrine users were more likely to report that their latrine is clean enough to use and also more likely to report daily latrine use; while those reporting that elderly men were not latrine users were less likely to use latrines themselves. Our findings suggest that social norms are important predictors of latrine use, whereas knowledge of the health benefits of sanitation may not be as important. These determinants are informative for promotion of latrine adoption.</description><identifier>ISSN: 0002-9637</identifier><identifier>EISSN: 1476-1645</identifier><identifier>DOI: 10.4269/ajtmh.18-0144</identifier><identifier>PMID: 30675841</identifier><language>eng</language><publisher>United States: Institute of Tropical Medicine</publisher><subject>Adolescent ; Adult ; Data Collection ; Defecation ; Ecuador ; Female ; Humans ; Hygiene ; Male ; Middle Aged ; Rural Population - statistics & numerical data ; Sanitation ; Sanitation - statistics & numerical data ; Surveys and Questionnaires ; Toilet Facilities - statistics & numerical data ; Young Adult</subject><ispartof>The American journal of tropical medicine and hygiene, 2019-01, Vol.100 (3), p.733-741</ispartof><rights>Copyright Institute of Tropical Medicine 2019</rights><rights>The American Society of Tropical Medicine and Hygiene 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-a9937d12a354fbc19320a892f302ac582ed55a1064bb5cae60a31e29cbccf2173</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6402891/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6402891/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30675841$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lopez, Velma K</creatorcontrib><creatorcontrib>Berrocal, Veronica J</creatorcontrib><creatorcontrib>Corozo Angulo, Betty</creatorcontrib><creatorcontrib>Ram, Pavani K</creatorcontrib><creatorcontrib>Trostle, James</creatorcontrib><creatorcontrib>Eisenberg, Joseph N S</creatorcontrib><title>Determinants of Latrine Use Behavior: The Psychosocial Proxies of Individual-Level Defecation Practices in Rural Coastal Ecuador</title><title>The American journal of tropical medicine and hygiene</title><addtitle>Am J Trop Med Hyg</addtitle><description>There is increasing appreciation that latrine access does not imply use-many individuals who own latrines do not consistently use them. Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of water, sanitation, and hygiene framework, we sought to characterize determinants of latrine use in rural Ecuador. We interviewed 197 adults living in three communities with a survey consisting of 70 psychosocial defecation-related questions. Questions were excluded from analysis if responses lacked variability or at least 10% of respondents did not provide a definitive answer. All interviewed individuals had access to a privately owned or shared latrine. We then applied adaptive elastic nets (ENET) and supervised principal component analysis (SPCA) to a reduced dataset of 45 questions among 154 individuals with complete data to select determinants that predict self-reported latrine use. Latrine use was common, but not universal, in the sample (76%). The SPCA model identified six determinants and adaptive ENET selected five determinants. Three indicators were represented in both models-latrine users were more likely to report that their latrine is clean enough to use and also more likely to report daily latrine use; while those reporting that elderly men were not latrine users were less likely to use latrines themselves. Our findings suggest that social norms are important predictors of latrine use, whereas knowledge of the health benefits of sanitation may not be as important. These determinants are informative for promotion of latrine adoption.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Data Collection</subject><subject>Defecation</subject><subject>Ecuador</subject><subject>Female</subject><subject>Humans</subject><subject>Hygiene</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Rural Population - statistics & numerical data</subject><subject>Sanitation</subject><subject>Sanitation - statistics & numerical data</subject><subject>Surveys and Questionnaires</subject><subject>Toilet Facilities - statistics & numerical data</subject><subject>Young Adult</subject><issn>0002-9637</issn><issn>1476-1645</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNpVkc1v1DAQxS0EotvCkSuyxDnF49j54IAE2xYqrdQKtWdr4kyIV7t2sZ0VvfVPb7YtFT29w_zemyc9xj6AOFayaj_jOm_HY2gKAUq9YgtQdVVApfRrthBCyKKtyvqAHaa0FgIaCfCWHZSiqnWjYMHuTihT3DqPPiceBr7CHJ0nfp2If6cRdy7EL_xqJH6Zbu0YUrAON_wyhr-OHhznvnc710-4KVa0ow0_oYEsZhf8jKHNzs6g8_zXFGfnMmDKs57aCfsQ37E3A24SvX_SI3Z9dnq1_FmsLn6cL7-tCqtA5wLbtqx7kFhqNXQW2lIKbFo5lEKi1Y2kXmsEUamu0xapElgCydZ21g4S6vKIfX3MvZm6LfWWfJ7bmJvothhvTUBnXl68G83vsDOVErJpYQ749BQQw5-JUjbrMEU_dzZSaqiFlNWeKh4pG0NKkYbnDyDMfjDzMJiBxuwHm_mP_9d6pv8tVN4Db12Ulw</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>Lopez, Velma K</creator><creator>Berrocal, Veronica J</creator><creator>Corozo Angulo, Betty</creator><creator>Ram, Pavani K</creator><creator>Trostle, James</creator><creator>Eisenberg, Joseph N S</creator><general>Institute of Tropical Medicine</general><general>The American Society of Tropical Medicine and Hygiene</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>5PM</scope></search><sort><creationdate>20190101</creationdate><title>Determinants of Latrine Use Behavior: The Psychosocial Proxies of Individual-Level Defecation Practices in Rural Coastal Ecuador</title><author>Lopez, Velma K ; Berrocal, Veronica J ; Corozo Angulo, Betty ; Ram, Pavani K ; Trostle, James ; Eisenberg, Joseph N S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-a9937d12a354fbc19320a892f302ac582ed55a1064bb5cae60a31e29cbccf2173</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Data Collection</topic><topic>Defecation</topic><topic>Ecuador</topic><topic>Female</topic><topic>Humans</topic><topic>Hygiene</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Rural Population - statistics & numerical data</topic><topic>Sanitation</topic><topic>Sanitation - statistics & numerical data</topic><topic>Surveys and Questionnaires</topic><topic>Toilet Facilities - statistics & numerical data</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lopez, Velma K</creatorcontrib><creatorcontrib>Berrocal, Veronica J</creatorcontrib><creatorcontrib>Corozo Angulo, Betty</creatorcontrib><creatorcontrib>Ram, Pavani K</creatorcontrib><creatorcontrib>Trostle, James</creatorcontrib><creatorcontrib>Eisenberg, Joseph N S</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The American journal of tropical medicine and hygiene</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lopez, Velma K</au><au>Berrocal, Veronica J</au><au>Corozo Angulo, Betty</au><au>Ram, Pavani K</au><au>Trostle, James</au><au>Eisenberg, Joseph N S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determinants of Latrine Use Behavior: The Psychosocial Proxies of Individual-Level Defecation Practices in Rural Coastal Ecuador</atitle><jtitle>The American journal of tropical medicine and hygiene</jtitle><addtitle>Am J Trop Med Hyg</addtitle><date>2019-01-01</date><risdate>2019</risdate><volume>100</volume><issue>3</issue><spage>733</spage><epage>741</epage><pages>733-741</pages><issn>0002-9637</issn><eissn>1476-1645</eissn><abstract>There is increasing appreciation that latrine access does not imply use-many individuals who own latrines do not consistently use them. Little is known, however, about the determinants of latrine use, particularly among those with variable defecation behaviors. Using the integrated behavior model of water, sanitation, and hygiene framework, we sought to characterize determinants of latrine use in rural Ecuador. We interviewed 197 adults living in three communities with a survey consisting of 70 psychosocial defecation-related questions. Questions were excluded from analysis if responses lacked variability or at least 10% of respondents did not provide a definitive answer. All interviewed individuals had access to a privately owned or shared latrine. We then applied adaptive elastic nets (ENET) and supervised principal component analysis (SPCA) to a reduced dataset of 45 questions among 154 individuals with complete data to select determinants that predict self-reported latrine use. Latrine use was common, but not universal, in the sample (76%). The SPCA model identified six determinants and adaptive ENET selected five determinants. Three indicators were represented in both models-latrine users were more likely to report that their latrine is clean enough to use and also more likely to report daily latrine use; while those reporting that elderly men were not latrine users were less likely to use latrines themselves. Our findings suggest that social norms are important predictors of latrine use, whereas knowledge of the health benefits of sanitation may not be as important. These determinants are informative for promotion of latrine adoption.</abstract><cop>United States</cop><pub>Institute of Tropical Medicine</pub><pmid>30675841</pmid><doi>10.4269/ajtmh.18-0144</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Data Collection Defecation Ecuador Female Humans Hygiene Male Middle Aged Rural Population - statistics & numerical data Sanitation Sanitation - statistics & numerical data Surveys and Questionnaires Toilet Facilities - statistics & numerical data Young Adult |
title | Determinants of Latrine Use Behavior: The Psychosocial Proxies of Individual-Level Defecation Practices in Rural Coastal Ecuador |
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