COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries
Descripción del Articulo
Anxiety associated with the COVID-19 pandemic and home confinement has been associated with adverse health behaviors, such as unhealthy eating, smoking, and drinking. However, most studies have been limited by regional sampling, which precludes the examination of behavioral consequences associated w...
Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | artículo |
Fecha de Publicación: | 2022 |
Institución: | Universidad Peruana de Ciencias Aplicadas |
Repositorio: | UPC-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/659495 |
Enlace del recurso: | http://hdl.handle.net/10757/659495 |
Nivel de acceso: | acceso abierto |
Materia: | COVID-19 Economic burden Health behaviors Infection risk |
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oai:repositorioacademico.upc.edu.pe:10757/659495 |
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UPC-Institucional |
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2670 |
dc.title.es_PE.fl_str_mv |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
title |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
spellingShingle |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries Keng, Shian Ling COVID-19 Economic burden Health behaviors Infection risk |
title_short |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
title_full |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
title_fullStr |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
title_full_unstemmed |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
title_sort |
COVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countries |
author |
Keng, Shian Ling |
author_facet |
Keng, Shian Ling Stanton, Michael V. Haskins, Lee Ann B. Almenara, Carlos A. Ickovics, Jeannette Jones, Antwan Grigsby-Toussaint, Diana Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Lemay, Edward P. vanDellen, Michelle R. Abakoumkin, Georgios Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan 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 Dash, Arobindu Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane G. Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Kutlaca, Maja Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Maj, Marta Malik, Najma Iqbal Martinez, Anton McCabe, Kira O. 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. Osuna, Jose Javier Olivas 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 M. Schumpe, Birga M. Selim, Heyla A. Stroebe, Wolfgang Sultana, Samiah Sutton, Robbie M. Tseliou, Eleftheria Utsugi, Akira van Breen, Jolien Anne van Lissa, Caspar J. van Veen, Kees Vázquez, Alexandra Wollast, Robin |
author_role |
author |
author2 |
Stanton, Michael V. Haskins, Lee Ann B. Almenara, Carlos A. Ickovics, Jeannette Jones, Antwan Grigsby-Toussaint, Diana Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Lemay, Edward P. vanDellen, Michelle R. Abakoumkin, Georgios Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan 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 Dash, Arobindu Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane G. Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Kutlaca, Maja Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Maj, Marta Malik, Najma Iqbal Martinez, Anton McCabe, Kira O. 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. Osuna, Jose Javier Olivas 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 M. Schumpe, Birga M. Selim, Heyla A. Stroebe, Wolfgang Sultana, Samiah Sutton, Robbie M. Tseliou, Eleftheria Utsugi, Akira van Breen, Jolien Anne van Lissa, Caspar J. van Veen, Kees Vázquez, Alexandra Wollast, Robin |
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 |
Keng, Shian Ling Stanton, Michael V. Haskins, Lee Ann B. Almenara, Carlos A. Ickovics, Jeannette Jones, Antwan Grigsby-Toussaint, Diana Agostini, Maximilian Bélanger, Jocelyn J. Gützkow, Ben Kreienkamp, Jannis Lemay, Edward P. vanDellen, Michelle R. Abakoumkin, Georgios Abdul Khaiyom, Jamilah Hanum Ahmedi, Vjollca Akkas, Handan 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 Dash, Arobindu Di Santo, Daniela Douglas, Karen M. Enea, Violeta Faller, Daiane G. Fitzsimons, Gavan Gheorghiu, Alexandra Gómez, Ángel Hamaidia, Ali Han, Qing Helmy, Mai Hudiyana, Joevarian Jeronimus, Bertus F. Jiang, Ding Yu Jovanović, Veljko Kamenov, Željka Kende, Anna Kieu, Tra Thi Thanh Koc, Yasin Kovyazina, Kamila Kozytska, Inna Krause, Joshua Kruglanski, Arie W. Kurapov, Anton Kutlaca, Maja Lantos, Nóra Anna Lesmana, Cokorda Bagus Jaya Louis, Winnifred R. Lueders, Adrian Maj, Marta Malik, Najma Iqbal Martinez, Anton McCabe, Kira O. 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. Osuna, Jose Javier Olivas 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 M. Schumpe, Birga M. Selim, Heyla A. Stroebe, Wolfgang Sultana, Samiah Sutton, Robbie M. Tseliou, Eleftheria Utsugi, Akira van Breen, Jolien Anne van Lissa, Caspar J. van Veen, Kees Vázquez, Alexandra Wollast, Robin |
dc.subject.es_PE.fl_str_mv |
COVID-19 Economic burden Health behaviors Infection risk |
topic |
COVID-19 Economic burden Health behaviors Infection risk |
description |
Anxiety associated with the COVID-19 pandemic and home confinement has been associated with adverse health behaviors, such as unhealthy eating, smoking, and drinking. However, most studies have been limited by regional sampling, which precludes the examination of behavioral consequences associated with the pandemic at a global level. Further, few studies operationalized pandemic-related stressors to enable the investigation of the impact of different types of stressors on health outcomes. This study examined the association between perceived risk of COVID-19 infection and economic burden of COVID-19 with health-promoting and health-damaging behaviors using data from the PsyCorona Study: an international, longitudinal online study of psychological and behavioral correlates of COVID-19. Analyses utilized data from 7,402 participants from 86 countries across three waves of assessment between May 16 and June 13, 2020. Participants completed self-report measures of COVID-19 infection risk, COVID-19-related economic burden, physical exercise, diet quality, cigarette smoking, sleep quality, and binge drinking. Multilevel structural equation modeling analyses showed that across three time points, perceived economic burden was associated with reduced diet quality and sleep quality, as well as increased smoking. Diet quality and sleep quality were lowest among respondents who perceived high COVID-19 infection risk combined with high economic burden. Neither binge drinking nor exercise were associated with perceived COVID-19 infection risk, economic burden, or their interaction. Findings point to the value of developing interventions to address COVID-related stressors, which have an impact on health behaviors that, in turn, may influence vulnerability to COVID-19 and other health outcomes. |
publishDate |
2022 |
dc.date.accessioned.none.fl_str_mv |
2022-04-07T09:46:18Z |
dc.date.available.none.fl_str_mv |
2022-04-07T09:46:18Z |
dc.date.issued.fl_str_mv |
2022-06-01 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.doi.none.fl_str_mv |
10.1016/j.pmedr.2022.101764 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10757/659495 |
dc.identifier.eissn.none.fl_str_mv |
22113355 |
dc.identifier.journal.es_PE.fl_str_mv |
Preventive Medicine Reports |
dc.identifier.eid.none.fl_str_mv |
2-s2.0-85126622555 |
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SCOPUS_ID:85126622555 |
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S2211335522000717 |
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0000 0001 2196 144X |
identifier_str_mv |
10.1016/j.pmedr.2022.101764 22113355 Preventive Medicine Reports 2-s2.0-85126622555 SCOPUS_ID:85126622555 S2211335522000717 0000 0001 2196 144X |
url |
http://hdl.handle.net/10757/659495 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.relation.url.es_PE.fl_str_mv |
https://www.sciencedirect.com/science/article/pii/S2211335522000717?via%3Dihub |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.*.fl_str_mv |
Attribution-NonCommercial-ShareAlike 4.0 International |
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http://creativecommons.org/licenses/by-nc-sa/4.0/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-ShareAlike 4.0 International http://creativecommons.org/licenses/by-nc-sa/4.0/ |
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application/pdf |
dc.publisher.es_PE.fl_str_mv |
Elsevier Inc. |
dc.source.es_PE.fl_str_mv |
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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Universidad Peruana de Ciencias Aplicadas |
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UPC |
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dc.source.journaltitle.none.fl_str_mv |
Preventive Medicine Reports |
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27 |
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Shian LingStanton, Michael V.Haskins, Lee Ann B.Almenara, Carlos A.Ickovics, JeannetteJones, AntwanGrigsby-Toussaint, DianaAgostini, MaximilianBélanger, Jocelyn J.Gützkow, BenKreienkamp, JannisLemay, Edward P.vanDellen, Michelle R.Abakoumkin, GeorgiosAbdul Khaiyom, Jamilah HanumAhmedi, VjollcaAkkas, HandanAtta, MohsinBagci, Sabahat CigdemBasel, SimaBerisha Kida, EdonaBernardo, Allan B.I.Buttrick, Nicholas R.Chobthamkit, PhatthanakitChoi, Hoon SeokCristea, MioaraCsaba, SáraDamnjanovic, KajaDanyliuk, IvanDash, ArobinduDi Santo, DanielaDouglas, Karen M.Enea, VioletaFaller, Daiane G.Fitzsimons, GavanGheorghiu, AlexandraGómez, ÁngelHamaidia, AliHan, QingHelmy, MaiHudiyana, JoevarianJeronimus, Bertus F.Jiang, Ding YuJovanović, VeljkoKamenov, ŽeljkaKende, AnnaKieu, Tra Thi ThanhKoc, YasinKovyazina, KamilaKozytska, InnaKrause, JoshuaKruglanski, Arie W.Kurapov, AntonKutlaca, MajaLantos, Nóra AnnaLesmana, Cokorda Bagus JayaLouis, Winnifred R.Lueders, AdrianMaj, MartaMalik, Najma IqbalMartinez, AntonMcCabe, Kira O.Mehulić, JasminaMilla, Mirra NoorMohammed, IdrisMolinario, EricaMoyano, ManuelMuhammad, HayatMula, SilvanaMuluk, HamdiMyroniuk, SolomiiaNajafi, RezaNisa, Claudia F.Nyúl, BoglárkaO'Keefe, Paul A.Osuna, Jose Javier OlivasOsin, Evgeny N.Park, JoonhaPica, GennaroPierro, AntonioRees, JonasReitsema, Anne MargitResta, ElenaRullo, MarikaRyan, Michelle K.Samekin, AdilSanttila, PekkaSasin, Edyta M.Schumpe, Birga M.Selim, Heyla A.Stroebe, WolfgangSultana, SamiahSutton, Robbie M.Tseliou, EleftheriaUtsugi, Akiravan Breen, Jolien Annevan Lissa, Caspar J.van Veen, KeesVázquez, AlexandraWollast, Robin2022-04-07T09:46:18Z2022-04-07T09:46:18Z2022-06-0110.1016/j.pmedr.2022.101764http://hdl.handle.net/10757/65949522113355Preventive Medicine Reports2-s2.0-85126622555SCOPUS_ID:85126622555S22113355220007170000 0001 2196 144XAnxiety associated with the COVID-19 pandemic and home confinement has been associated with adverse health behaviors, such as unhealthy eating, smoking, and drinking. However, most studies have been limited by regional sampling, which precludes the examination of behavioral consequences associated with the pandemic at a global level. Further, few studies operationalized pandemic-related stressors to enable the investigation of the impact of different types of stressors on health outcomes. This study examined the association between perceived risk of COVID-19 infection and economic burden of COVID-19 with health-promoting and health-damaging behaviors using data from the PsyCorona Study: an international, longitudinal online study of psychological and behavioral correlates of COVID-19. Analyses utilized data from 7,402 participants from 86 countries across three waves of assessment between May 16 and June 13, 2020. Participants completed self-report measures of COVID-19 infection risk, COVID-19-related economic burden, physical exercise, diet quality, cigarette smoking, sleep quality, and binge drinking. Multilevel structural equation modeling analyses showed that across three time points, perceived economic burden was associated with reduced diet quality and sleep quality, as well as increased smoking. Diet quality and sleep quality were lowest among respondents who perceived high COVID-19 infection risk combined with high economic burden. Neither binge drinking nor exercise were associated with perceived COVID-19 infection risk, economic burden, or their interaction. Findings point to the value of developing interventions to address COVID-related stressors, which have an impact on health behaviors that, in turn, may influence vulnerability to COVID-19 and other health outcomes.New York University Abu Dhabiapplication/pdfengElsevier Inc.https://www.sciencedirect.com/science/article/pii/S2211335522000717?via%3Dihubinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-ShareAlike 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-sa/4.0/Universidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCPreventive Medicine Reports27reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCCOVID-19Economic burdenHealth behaviorsInfection riskCOVID-19 stressors and health behaviors: A multilevel longitudinal study across 86 countriesinfo:eu-repo/semantics/article2022-04-07T09:46:18ZTHUMBNAIL10.1016j.pmedr.2022.101764.pdf.jpg10.1016j.pmedr.2022.101764.pdf.jpgGenerated Thumbnailimage/jpeg101883https://repositorioacademico.upc.edu.pe/bitstream/10757/659495/5/10.1016j.pmedr.2022.101764.pdf.jpgacff3d04a6c1e9623dbdd499005c7659MD55falseTEXT10.1016j.pmedr.2022.101764.pdf.txt10.1016j.pmedr.2022.101764.pdf.txtExtracted texttext/plain53170https://repositorioacademico.upc.edu.pe/bitstream/10757/659495/4/10.1016j.pmedr.2022.101764.pdf.txt06c339e5d82d449c9a6e7d4e6b95dbeaMD54falseLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/659495/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53falseCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81031https://repositorioacademico.upc.edu.pe/bitstream/10757/659495/2/license_rdf934f4ca17e109e0a05eaeaba504d7ce4MD52falseORIGINAL10.1016j.pmedr.2022.101764.pdf10.1016j.pmedr.2022.101764.pdfapplication/pdf580629https://repositorioacademico.upc.edu.pe/bitstream/10757/659495/1/10.1016j.pmedr.2022.101764.pdf709adef66a5b899e5811bd5e355db947MD51true10757/659495oai:repositorioacademico.upc.edu.pe:10757/6594952022-04-08 02:43:46.527Repositorio académico upcupc@openrepository.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 |
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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).