Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time
Descripción del Articulo
Virus mitigation behavior has been and still is a powerful means to fight the COVID-19 pandemic irrespective of the availability of pharmaceutical means (e.g., vaccines). We drew on health behavior theories to predict health-protective (coping-specific) responses and hope (coping non-specific respon...
| Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2024 |
| Institución: | Universidad Peruana de Ciencias Aplicadas |
| Repositorio: | UPC-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/673515 |
| Enlace del recurso: | http://hdl.handle.net/10757/673515 |
| Nivel de acceso: | acceso abierto |
| Materia: | coping country capability COVID-19 health behavior theories hope problem-focused coping virus mitigation behavior |
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| dc.title.es_PE.fl_str_mv |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| title |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| spellingShingle |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time Abakoumkin, Georgios coping country capability COVID-19 health behavior theories hope problem-focused coping virus mitigation behavior |
| title_short |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| title_full |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| title_fullStr |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| title_full_unstemmed |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| title_sort |
Conceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over time |
| author |
Abakoumkin, Georgios |
| author_facet |
Abakoumkin, Georgios Tseliou, Eleftheria McCabe, Kira O. Lemay, Edward P. Stroebe, Wolfgang Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Kutlaca, Maja VanDellen, Michelle R. Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan Almenara, Carlos A. Atta, Mohsin Bagci, Sabahat Cigdem Basel, Sima Berisha Kida, Edona Bernardo, Allan B.I. Buttrick, Nicholas R. Chobthamkit, Phatthanakit Choi, Hoon Seok Cristea, Mioara Csaba, Sára Damnjanovic, Kaja Danyliuk, Ivan Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane Gracieli Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Grzymala-Moszczynska, Joanna Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Keng, Shian Ling Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Malik, Najma Iqbal Martinez, Anton Mehulić, Jasmina Milla, Mirra Noor Mohammed, Idris Molinario, Erica Moyano, Manuel Muhammad, Hayat Mula, Silvana Muluk, Hamdi Myroniuk, Solomiia Najafi, Reza Nisa, Claudia F. Nyúl, Boglárka O’Keefe, Paul A. Olivas Osuna, Jose Javier Osin, Evgeny N. Park, Joonha Pica, Gennaro Pierro, Antonio Rees, Jonas Reitsema, Anne Margit Resta, Elena Rullo, Marika Ryan, Michelle K. Samekin, Adil Santtila, Pekka Sasin, Edyta Schumpe, Birga Mareen Selim, Heyla A. Stanton, Michael Vicente Sultana, Samiah Sutton, Robbie M. Utsugi, Akira van Breen, Jolien Anne Van Lissa, Caspar J. Van Veen, Kees Vázquez, Alexandra Wollast, Robin Yeung, Victoria Wai Lan Zand, Somayeh Žeželj, Iris Lav Zheng, Bang Zick, Andreas |
| author_role |
author |
| author2 |
Tseliou, Eleftheria McCabe, Kira O. Lemay, Edward P. Stroebe, Wolfgang Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Kutlaca, Maja VanDellen, Michelle R. Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan Almenara, Carlos A. Atta, Mohsin Bagci, Sabahat Cigdem Basel, Sima Berisha Kida, Edona Bernardo, Allan B.I. Buttrick, Nicholas R. Chobthamkit, Phatthanakit Choi, Hoon Seok Cristea, Mioara Csaba, Sára Damnjanovic, Kaja Danyliuk, Ivan Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane Gracieli Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Grzymala-Moszczynska, Joanna Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Keng, Shian Ling Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Malik, Najma Iqbal Martinez, Anton Mehulić, Jasmina Milla, Mirra Noor Mohammed, Idris Molinario, Erica Moyano, Manuel Muhammad, Hayat Mula, Silvana Muluk, Hamdi Myroniuk, Solomiia Najafi, Reza Nisa, Claudia F. Nyúl, Boglárka O’Keefe, Paul A. Olivas Osuna, Jose Javier Osin, Evgeny N. Park, Joonha Pica, Gennaro Pierro, Antonio Rees, Jonas Reitsema, Anne Margit Resta, Elena Rullo, Marika Ryan, Michelle K. Samekin, Adil Santtila, Pekka Sasin, Edyta Schumpe, Birga Mareen Selim, Heyla A. Stanton, Michael Vicente Sultana, Samiah Sutton, Robbie M. Utsugi, Akira van Breen, Jolien Anne Van Lissa, Caspar J. Van Veen, Kees Vázquez, Alexandra Wollast, Robin Yeung, Victoria Wai Lan Zand, Somayeh Žeželj, Iris Lav Zheng, Bang Zick, Andreas |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Abakoumkin, Georgios Tseliou, Eleftheria McCabe, Kira O. Lemay, Edward P. Stroebe, Wolfgang Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Kutlaca, Maja VanDellen, Michelle R. Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan Almenara, Carlos A. Atta, Mohsin Bagci, Sabahat Cigdem Basel, Sima Berisha Kida, Edona Bernardo, Allan B.I. Buttrick, Nicholas R. Chobthamkit, Phatthanakit Choi, Hoon Seok Cristea, Mioara Csaba, Sára Damnjanovic, Kaja Danyliuk, Ivan Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane Gracieli Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Grzymala-Moszczynska, Joanna Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Keng, Shian Ling Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Malik, Najma Iqbal Martinez, Anton Mehulić, Jasmina Milla, Mirra Noor Mohammed, Idris Molinario, Erica Moyano, Manuel Muhammad, Hayat Mula, Silvana Muluk, Hamdi Myroniuk, Solomiia Najafi, Reza Nisa, Claudia F. Nyúl, Boglárka O’Keefe, Paul A. Olivas Osuna, Jose Javier Osin, Evgeny N. Park, Joonha Pica, Gennaro Pierro, Antonio Rees, Jonas Reitsema, Anne Margit Resta, Elena Rullo, Marika Ryan, Michelle K. Samekin, Adil Santtila, Pekka Sasin, Edyta Schumpe, Birga Mareen Selim, Heyla A. Stanton, Michael Vicente Sultana, Samiah Sutton, Robbie M. Utsugi, Akira van Breen, Jolien Anne Van Lissa, Caspar J. Van Veen, Kees Vázquez, Alexandra Wollast, Robin Yeung, Victoria Wai Lan Zand, Somayeh Žeželj, Iris Lav Zheng, Bang Zick, Andreas |
| dc.subject.es_PE.fl_str_mv |
coping country capability COVID-19 health behavior theories hope problem-focused coping virus mitigation behavior |
| topic |
coping country capability COVID-19 health behavior theories hope problem-focused coping virus mitigation behavior |
| description |
Virus mitigation behavior has been and still is a powerful means to fight the COVID-19 pandemic irrespective of the availability of pharmaceutical means (e.g., vaccines). We drew on health behavior theories to predict health-protective (coping-specific) responses and hope (coping non-specific response) from health-related cognitions (vulnerability, severity, self-assessed knowledge, efficacy). In an extension of this model, we proposed orientation to internal (problem-focused coping) and external (country capability) coping resources as antecedents of health protection and hope; health-related cognitions were assumed as mediators of this link. We tested these predictions in a large multi-national multi-wave study with a cross-sectional panel at T1 (Baseline, March-April 2020; N = 57,631 in 113 countries) and a panel subsample at two later time points, T2 (November 2020; N = 3097) and T3 (April 2021; N = 2628). Multilevel models showed that health-related cognitions predicted health-protective responses and hope. Problem-focused coping was mainly linked to health-protective behaviors (T1-T3), whereas country capability was mainly linked to hope (T1-T3). These relationships were partially mediated by health-related cognitions. We conceptually replicated predictions of health behavior theories within a real health threat, further suggesting how different coping resources are associated with qualitatively distinct outcomes. Both patterns were consistent across countries and time. |
| publishDate |
2024 |
| dc.date.accessioned.none.fl_str_mv |
2024-05-08T18:51:30Z |
| dc.date.available.none.fl_str_mv |
2024-05-08T18:51:30Z |
| dc.date.issued.fl_str_mv |
2024-02-01 |
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info:eu-repo/semantics/article |
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article |
| dc.identifier.doi.none.fl_str_mv |
10.1111/spc3.12909 |
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http://hdl.handle.net/10757/673515 |
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17519004 |
| dc.identifier.journal.es_PE.fl_str_mv |
Social and Personality Psychology Compass |
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2-s2.0-85179941059 |
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SCOPUS_ID:85179941059 |
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0000 0001 2196 144X |
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047xrr705 |
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10.1111/spc3.12909 17519004 Social and Personality Psychology Compass 2-s2.0-85179941059 SCOPUS_ID:85179941059 0000 0001 2196 144X 047xrr705 |
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http://hdl.handle.net/10757/673515 |
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eng |
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eng |
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Attribution-NonCommercial-NoDerivatives 4.0 International |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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application/pdf |
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John Wiley and Sons Inc |
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Universidad Peruana de Ciencias Aplicadas (UPC) Repositorio Academico - UPC |
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reponame:UPC-Institucional instname:Universidad Peruana de Ciencias Aplicadas instacron:UPC |
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Social and Personality Psychology Compass |
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18 |
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GeorgiosTseliou, EleftheriaMcCabe, Kira O.Lemay, Edward P.Stroebe, WolfgangAgostini, MaximilianBélanger, Jocelyn J.Gützkow, BenKreienkamp, JannisKutlaca, MajaVanDellen, Michelle R.Abdul Khaiyom, Jamilah HanumAhmedi, VjollcaAkkas, HandanAlmenara, Carlos A.Atta, MohsinBagci, Sabahat CigdemBasel, SimaBerisha Kida, EdonaBernardo, Allan B.I.Buttrick, Nicholas R.Chobthamkit, PhatthanakitChoi, Hoon SeokCristea, MioaraCsaba, SáraDamnjanovic, KajaDanyliuk, IvanDi Santo, DanielaDouglas, Karen M.Enea, VioletaFaller, Daiane GracieliFitzsimons, GavanGheorghiu, AlexandraGómez, ÁngelGrzymala-Moszczynska, JoannaHamaidia, AliHan, QingHelmy, MaiHudiyana, JoevarianJeronimus, Bertus F.Jiang, Ding YuJovanović, VeljkoKamenov, ŽeljkaKende, AnnaKeng, Shian LingKieu, Tra Thi ThanhKoc, YasinKovyazina, KamilaKozytska, InnaKrause, JoshuaKruglanski, Arie W.Kurapov, AntonLantos, Nóra AnnaLesmana, Cokorda Bagus JayaLouis, Winnifred R.Lueders, AdrianMalik, Najma IqbalMartinez, AntonMehulić, JasminaMilla, Mirra NoorMohammed, IdrisMolinario, EricaMoyano, ManuelMuhammad, HayatMula, SilvanaMuluk, HamdiMyroniuk, SolomiiaNajafi, RezaNisa, Claudia F.Nyúl, BoglárkaO’Keefe, Paul A.Olivas Osuna, Jose JavierOsin, Evgeny N.Park, JoonhaPica, GennaroPierro, AntonioRees, JonasReitsema, Anne MargitResta, ElenaRullo, MarikaRyan, Michelle K.Samekin, AdilSanttila, PekkaSasin, EdytaSchumpe, Birga MareenSelim, Heyla A.Stanton, Michael VicenteSultana, SamiahSutton, Robbie M.Utsugi, Akiravan Breen, Jolien AnneVan Lissa, Caspar J.Van Veen, KeesVázquez, AlexandraWollast, RobinYeung, Victoria Wai LanZand, SomayehŽeželj, Iris LavZheng, BangZick, Andreas2024-05-08T18:51:30Z2024-05-08T18:51:30Z2024-02-0110.1111/spc3.12909http://hdl.handle.net/10757/67351517519004Social and Personality Psychology Compass2-s2.0-85179941059SCOPUS_ID:851799410590000 0001 2196 144X047xrr705Virus mitigation behavior has been and still is a powerful means to fight the COVID-19 pandemic irrespective of the availability of pharmaceutical means (e.g., vaccines). We drew on health behavior theories to predict health-protective (coping-specific) responses and hope (coping non-specific response) from health-related cognitions (vulnerability, severity, self-assessed knowledge, efficacy). In an extension of this model, we proposed orientation to internal (problem-focused coping) and external (country capability) coping resources as antecedents of health protection and hope; health-related cognitions were assumed as mediators of this link. We tested these predictions in a large multi-national multi-wave study with a cross-sectional panel at T1 (Baseline, March-April 2020; N = 57,631 in 113 countries) and a panel subsample at two later time points, T2 (November 2020; N = 3097) and T3 (April 2021; N = 2628). Multilevel models showed that health-related cognitions predicted health-protective responses and hope. Problem-focused coping was mainly linked to health-protective behaviors (T1-T3), whereas country capability was mainly linked to hope (T1-T3). These relationships were partially mediated by health-related cognitions. We conceptually replicated predictions of health behavior theories within a real health threat, further suggesting how different coping resources are associated with qualitatively distinct outcomes. Both patterns were consistent across countries and time.New York University Abu DhabiRevisión por paresODS 3: Salud y BienestarODS 4: Educación de CalidadODS 17: Alianzas para lograr los objetivosapplication/pdfengJohn Wiley and Sons Incinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Universidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCSocial and Personality Psychology Compass182reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCcopingcountry capabilityCOVID-19health behavior theorieshopeproblem-focused copingvirus mitigation behaviorConceptual replication and extension of health behavior theories' predictions in the context of COVID-19: Evidence across countries and over timeinfo:eu-repo/semantics/article2024-05-08T18:51:32ZTHUMBNAILSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdf.jpgSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdf.jpgGenerated Thumbnailimage/jpeg98907https://repositorioacademico.upc.edu.pe/bitstream/10757/673515/5/Social%20%20%20Personality%20Psych%20-%202023%20-%20Abakoumkin%20-%20Conceptual%20replication%20and%20extension%20of%20health%20behavior%20theories%20.pdf.jpg60289cf1300a8de6481aa21a31b15d51MD55falseTEXTSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdf.txtSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdf.txtExtracted texttext/plain61880https://repositorioacademico.upc.edu.pe/bitstream/10757/673515/4/Social%20%20%20Personality%20Psych%20-%202023%20-%20Abakoumkin%20-%20Conceptual%20replication%20and%20extension%20of%20health%20behavior%20theories%20.pdf.txt00a7bb3196d3777df1eef8d1945f6212MD54falseLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/673515/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53falseCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805https://repositorioacademico.upc.edu.pe/bitstream/10757/673515/2/license_rdf4460e5956bc1d1639be9ae6146a50347MD52falseORIGINALSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdfSocial Personality Psych - 2023 - Abakoumkin - Conceptual replication and extension of health behavior theories .pdfapplication/pdf428693https://repositorioacademico.upc.edu.pe/bitstream/10757/673515/1/Social%20%20%20Personality%20Psych%20-%202023%20-%20Abakoumkin%20-%20Conceptual%20replication%20and%20extension%20of%20health%20behavior%20theories%20.pdf7036bcda8e095ff7950334c5b6727163MD51true10757/673515oai:repositorioacademico.upc.edu.pe:10757/6735152024-07-20 01:23:37.934Repositorio académico upcupc@openrepository.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 |
| score |
13.936188 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).