Deriving Behavior Model Parameters from Survey Data: Self‐Protective Behavior Adoption During the 2009–2010 Influenza A(H1N1) Pandemic
Identifieur interne : 001438 ( Istex/Corpus ); précédent : 001437; suivant : 001439Deriving Behavior Model Parameters from Survey Data: Self‐Protective Behavior Adoption During the 2009–2010 Influenza A(H1N1) Pandemic
Auteurs : David P. Durham ; Elizabeth A. Casman ; Steven M. AlbertSource :
- Risk Analysis [ 0272-4332 ] ; 2012-12.
Abstract
In this paper, we demonstrate how public opinion surveys can be designed to collect information pertinent to computational behavior modeling, and we present the results of a public opinion and behavior survey conducted during the 2009–2010 H1N1 influenza pandemic. The results are used to parameterize the Health Belief Model of individual health‐protective decision making. Survey subjects were asked questions about their perceptions of the then‐circulating influenza and attitudes towards two personal protective behaviors: vaccination and avoidance of crowds. We empirically address two important issues in applying the Health Belief Model of behavior to computational infectious disease simulation: (1) the factors dynamically influencing the states of the Health Belief Model variables and (2) the appropriateness of the Health Belief Model in describing self‐protective behavior in the context of pandemic influenza.
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DOI: 10.1111/j.1539-6924.2012.01823.x
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David P. Durham, School of Public Health, Yale University, New Haven, CT USA; <email>ddurham@alumni.cmu.edu</email></span>.</correspondenceTo><linkGroup><link type="toTypesetVersion" href="file:RISA.RISA1823.pdf"></link></linkGroup></publicationMeta><contentMeta><countGroup><count type="figureTotal" number="1"></count><count type="tableTotal" number="10"></count><count type="formulaTotal" number="42"></count><count type="referenceTotal" number="43"></count><count type="linksCrossRef" number="48"></count></countGroup><titleGroup><title type="main">Deriving Behavior Model Parameters from Survey Data: Self‐Protective Behavior Adoption During the 2009–2010 Influenza A(H1N1) Pandemic</title><title type="shortAuthors"><b>Durham, Casman, and Albert</b></title><title type="short"><b>Deriving Behavior Model Parameters from Survey Data</b></title></titleGroup><creators><creator creatorRole="author" xml:id="cr1" affiliationRef="#a1 #a2" corresponding="yes"><personName><givenNames>David P.</givenNames><familyName>Durham</familyName></personName></creator><creator creatorRole="author" xml:id="cr2" affiliationRef="#a2"><personName><givenNames>Elizabeth A.</givenNames><familyName>Casman</familyName></personName></creator><creator creatorRole="author" xml:id="cr3" affiliationRef="#a3"><personName><givenNames>Steven M.</givenNames><familyName>Albert</familyName></personName></creator></creators><affiliationGroup><affiliation xml:id="a1" countryCode="US"><unparsedAffiliation>School of Public Health, Yale University, New Haven, CT, USA</unparsedAffiliation></affiliation><affiliation xml:id="a2" countryCode="US"><unparsedAffiliation>Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA</unparsedAffiliation></affiliation><affiliation xml:id="a3" countryCode="US"><unparsedAffiliation>Department of Behavioral and Community Health Sciences, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA</unparsedAffiliation></affiliation></affiliationGroup><keywordGroup xml:lang="en"><keyword xml:id="k1">Behavior change</keyword><keyword xml:id="k2">Health Belief Model</keyword><keyword xml:id="k3">H1N1</keyword><keyword xml:id="k4">mathematical modeling</keyword><keyword xml:id="k5">opinion survey</keyword></keywordGroup><supportingInformation><p>This survey collects information on knowledge, attitudes, and behaviors related to the ongoing H1N1 'swine flu' pandemic. Results will be used to better understand how and why people act the way they do in response to pandemic disease, and will be useful to public health decision‐makers in combating future disease outbreaks.</p><supportingInfoItem><mediaResource alt="supporting info item" href="urn-x:wiley:02724332:media:risa1823:RISA_1823_sm_suppmat"></mediaResource><caption>Supporting info item</caption></supportingInfoItem></supportingInformation><abstractGroup><abstract type="main" xml:lang="en"><p>In this paper, we demonstrate how public opinion surveys can be designed to collect information pertinent to computational behavior modeling, and we present the results of a public opinion and behavior survey conducted during the 2009–2010 H1N1 influenza pandemic. The results are used to parameterize the Health Belief Model of individual health‐protective decision making. Survey subjects were asked questions about their perceptions of the then‐circulating influenza and attitudes towards two personal protective behaviors: vaccination and avoidance of crowds. We empirically address two important issues in applying the Health Belief Model of behavior to computational infectious disease simulation: (1) the factors dynamically influencing the states of the Health Belief Model variables and (2) the appropriateness of the Health Belief Model in describing self‐protective behavior in the context of pandemic influenza.</p></abstract></abstractGroup></contentMeta></header></component></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Deriving Behavior Model Parameters from Survey Data: Self‐Protective Behavior Adoption During the 2009–2010 Influenza A(H1N1) Pandemic</title></titleInfo><titleInfo type="abbreviated" lang="en"><title>Deriving Behavior Model Parameters from Survey Data</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Deriving Behavior Model Parameters from Survey Data: Self‐Protective Behavior Adoption During the 2009–2010 Influenza A(H1N1) Pandemic</title></titleInfo><name type="personal"><namePart type="given">David P.</namePart><namePart type="family">Durham</namePart><affiliation>School of Public Health, Yale University, New Haven, CT, USA</affiliation><affiliation>Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><affiliation>Correspondence address: .</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Elizabeth A.</namePart><namePart type="family">Casman</namePart><affiliation>Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Steven M.</namePart><namePart type="family">Albert</namePart><affiliation>Department of Behavioral and Community Health Sciences, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="article" displayLabel="article" authority="ISTEX" authorityURI="https://content-type.data.istex.fr" valueURI="https://content-type.data.istex.fr/ark:/67375/XTP-6N5SZHKN-D">article</genre><originInfo><publisher>Blackwell Publishing Inc</publisher><place><placeTerm type="text">Malden, USA</placeTerm></place><dateIssued encoding="w3cdtf">2012-12</dateIssued><copyrightDate encoding="w3cdtf">2012</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><extent unit="figures">1</extent><extent unit="tables">10</extent><extent unit="formulas">42</extent><extent unit="references">43</extent><extent unit="linksCrossRef">48</extent></physicalDescription><abstract lang="en">In this paper, we demonstrate how public opinion surveys can be designed to collect information pertinent to computational behavior modeling, and we present the results of a public opinion and behavior survey conducted during the 2009–2010 H1N1 influenza pandemic. The results are used to parameterize the Health Belief Model of individual health‐protective decision making. Survey subjects were asked questions about their perceptions of the then‐circulating influenza and attitudes towards two personal protective behaviors: vaccination and avoidance of crowds. We empirically address two important issues in applying the Health Belief Model of behavior to computational infectious disease simulation: (1) the factors dynamically influencing the states of the Health Belief Model variables and (2) the appropriateness of the Health Belief Model in describing self‐protective behavior in the context of pandemic influenza.</abstract><subject lang="en"><genre>keywords</genre><topic>Behavior change</topic><topic>Health Belief Model</topic><topic>H1N1</topic><topic>mathematical modeling</topic><topic>opinion survey</topic></subject><relatedItem type="host"><titleInfo><title>Risk Analysis</title><subTitle>An International Journal</subTitle></titleInfo><genre type="journal" authority="ISTEX" authorityURI="https://publication-type.data.istex.fr" valueURI="https://publication-type.data.istex.fr/ark:/67375/JMC-0GLKJH51-B">journal</genre><note type="content"> This survey collects information on knowledge, attitudes, and behaviors related to the ongoing H1N1 'swine flu' pandemic. 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