Deriving behavior model parameters from survey data: Self-protective behavior adoption during the 2009–2010 Influenza A(H1N1) pandemic
Identifieur interne : 000857 ( Pmc/Corpus ); précédent : 000856; suivant : 000858Deriving 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 : an official publication of the Society for Risk Analysis [ 0272-4332 ] ; 2012.
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.
Url:
DOI: 10.1111/j.1539-6924.2012.01823.x
PubMed: 22563796
PubMed Central: 3755610
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PMC:3755610Le document en format XML
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<pmc-dir>properties manuscript</pmc-dir>
<front><journal-meta><journal-id journal-id-type="nlm-journal-id">8109978</journal-id><journal-id journal-id-type="pubmed-jr-id">7018</journal-id><journal-id journal-id-type="nlm-ta">Risk Anal</journal-id><journal-id journal-id-type="iso-abbrev">Risk Anal.</journal-id><journal-title-group><journal-title>Risk analysis : an official publication of the Society for Risk Analysis</journal-title></journal-title-group><issn pub-type="ppub">0272-4332</issn><issn pub-type="epub">1539-6924</issn></journal-meta><article-meta><article-id pub-id-type="pmid">22563796</article-id><article-id pub-id-type="pmc">3755610</article-id><article-id pub-id-type="doi">10.1111/j.1539-6924.2012.01823.x</article-id><article-id pub-id-type="manuscript">NIHMS496218</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Deriving behavior model parameters from survey data: Self-protective behavior adoption during the 2009–2010 Influenza A(H1N1) pandemic</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name><surname>Durham</surname><given-names>David P.</given-names></name><email>ddurham@alumni.cmu.edu</email><xref ref-type="aff" rid="A1">1</xref><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Casman</surname><given-names>Elizabeth A.</given-names></name><email>casman@andrew.cmu.edu</email><xref ref-type="aff" rid="A2">2</xref></contrib><contrib contrib-type="author"><name><surname>Albert</surname><given-names>Steven M.</given-names></name><email>smalbert@pitt.edu</email><xref ref-type="aff" rid="A3">3</xref></contrib></contrib-group><aff id="A1"><label>1</label>School of Public Health, Yale University, New Haven, CT, USA</aff><aff id="A2"><label>2</label>Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA</aff><aff id="A3"><label>3</label>Department of Behavioral and Community Health Sciences, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA</aff><pub-date pub-type="nihms-submitted"><day>25</day><month>7</month><year>2013</year></pub-date><pub-date pub-type="epub"><day>07</day><month>5</month><year>2012</year></pub-date><pub-date pub-type="ppub"><month>12</month><year>2012</year></pub-date><pub-date pub-type="pmc-release"><day>28</day><month>8</month><year>2013</year></pub-date><volume>32</volume><issue>12</issue><fpage>2020</fpage><lpage>2031</lpage><abstract><p id="P1">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><kwd-group><kwd>Health Belief Model</kwd><kwd>Mathematical modeling</kwd><kwd>H1N1</kwd><kwd>opinion survey</kwd><kwd>behavior change</kwd></kwd-group><funding-group><award-group><funding-source country="United States">National Institute of General Medical Sciences : NIGMS</funding-source><award-id>U54 GM088491 || GM</award-id></award-group></funding-group></article-meta></front></pmc></record>Pour manipuler ce document sous Unix (Dilib)
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