Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries

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The present study aimed to apply a network analysis model to provide an exploratory empirical conceptualization of dynamic networks of posttraumatic growth (PTG) symptoms in 7,434 people who experienced the death of a loved one from COVID-19 in 16 Latin American countries. The Post-Traumatic Growth...

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network_acronym_str UUPC
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dc.title.es_PE.fl_str_mv Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
title Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
spellingShingle Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
Caycho-Rodríguez, Tomás
dynamic networks
Latin American
mental health
posttraumatic growth
traumatic events
title_short Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
title_full Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
title_fullStr Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
title_full_unstemmed Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
title_sort Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
author Caycho-Rodríguez, Tomás
author_facet Caycho-Rodríguez, Tomás
Baños-Chaparro, Jonatan
Ventura-León, José
Vilca, Lindsey W.
Carbajal-León, Carlos
Valencia, Pablo D.
Yupanqui-Lorenzo, Daniel E.
Paredes-Angeles, Rubí
Arias Gallegos, Walter L.
Reyes-Bossio, Mario
Delgado-Campusano, Mariel
Gallegos, Miguel
Rojas-Jara, Claudio
Polanco-Carrasco, Roberto
Cervigni, Mauricio
Martino, Pablo
Lobos-Rivera, Marlon Elías
Moreta-Herrera, Rodrigo
Palacios Segura, Diego Alejandro
Samaniego-Pinho, Antonio
Buschiazzo Figares, Andrés
Puerta-Cortés, Diana Ximena
Camargo, Andrés
Torales, Julio
Monge Blanco, J. Arkangel
González, Pedronel
Smith-Castro, Vanessa
Petzold-Rodriguez, Olimpia
Corrales-Reyes, Ibraín Enrique
Calderón, Raymundo
Matute Rivera, Wendy Yamilet
Ferrufino-Borja, Daniela
Muñoz-del-Carpio-Toia, Agueda
Palacios, Jorge
Burgos-Videla, Carmen
Florez León, Ana María Eduviges
Vergara, Ibeth
Vega, Diego
Schulmeyer, Marion K.
Barria-Asenjo, Nicol A.
Urrutia Rios, Hassell Tatiana
Lira Lira, Arelly Esther
Ayala-Colqui, Jesús
author_role author
author2 Baños-Chaparro, Jonatan
Ventura-León, José
Vilca, Lindsey W.
Carbajal-León, Carlos
Valencia, Pablo D.
Yupanqui-Lorenzo, Daniel E.
Paredes-Angeles, Rubí
Arias Gallegos, Walter L.
Reyes-Bossio, Mario
Delgado-Campusano, Mariel
Gallegos, Miguel
Rojas-Jara, Claudio
Polanco-Carrasco, Roberto
Cervigni, Mauricio
Martino, Pablo
Lobos-Rivera, Marlon Elías
Moreta-Herrera, Rodrigo
Palacios Segura, Diego Alejandro
Samaniego-Pinho, Antonio
Buschiazzo Figares, Andrés
Puerta-Cortés, Diana Ximena
Camargo, Andrés
Torales, Julio
Monge Blanco, J. Arkangel
González, Pedronel
Smith-Castro, Vanessa
Petzold-Rodriguez, Olimpia
Corrales-Reyes, Ibraín Enrique
Calderón, Raymundo
Matute Rivera, Wendy Yamilet
Ferrufino-Borja, Daniela
Muñoz-del-Carpio-Toia, Agueda
Palacios, Jorge
Burgos-Videla, Carmen
Florez León, Ana María Eduviges
Vergara, Ibeth
Vega, Diego
Schulmeyer, Marion K.
Barria-Asenjo, Nicol A.
Urrutia Rios, Hassell Tatiana
Lira Lira, Arelly Esther
Ayala-Colqui, Jesús
author2_role author
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dc.contributor.author.fl_str_mv Caycho-Rodríguez, Tomás
Baños-Chaparro, Jonatan
Ventura-León, José
Vilca, Lindsey W.
Carbajal-León, Carlos
Valencia, Pablo D.
Yupanqui-Lorenzo, Daniel E.
Paredes-Angeles, Rubí
Arias Gallegos, Walter L.
Reyes-Bossio, Mario
Delgado-Campusano, Mariel
Gallegos, Miguel
Rojas-Jara, Claudio
Polanco-Carrasco, Roberto
Cervigni, Mauricio
Martino, Pablo
Lobos-Rivera, Marlon Elías
Moreta-Herrera, Rodrigo
Palacios Segura, Diego Alejandro
Samaniego-Pinho, Antonio
Buschiazzo Figares, Andrés
Puerta-Cortés, Diana Ximena
Camargo, Andrés
Torales, Julio
Monge Blanco, J. Arkangel
González, Pedronel
Smith-Castro, Vanessa
Petzold-Rodriguez, Olimpia
Corrales-Reyes, Ibraín Enrique
Calderón, Raymundo
Matute Rivera, Wendy Yamilet
Ferrufino-Borja, Daniela
Muñoz-del-Carpio-Toia, Agueda
Palacios, Jorge
Burgos-Videla, Carmen
Florez León, Ana María Eduviges
Vergara, Ibeth
Vega, Diego
Schulmeyer, Marion K.
Barria-Asenjo, Nicol A.
Urrutia Rios, Hassell Tatiana
Lira Lira, Arelly Esther
Ayala-Colqui, Jesús
dc.subject.es_PE.fl_str_mv dynamic networks
Latin American
mental health
posttraumatic growth
traumatic events
topic dynamic networks
Latin American
mental health
posttraumatic growth
traumatic events
description The present study aimed to apply a network analysis model to provide an exploratory empirical conceptualization of dynamic networks of posttraumatic growth (PTG) symptoms in 7,434 people who experienced the death of a loved one from COVID-19 in 16 Latin American countries. The Post-Traumatic Growth Inventory: Short Form of Eight Items was used. A non-regularized network with partial correlation coefficients was estimated through the ggmModSelect algorithm. The network architecture was analyzed for each country through its local properties and global properties. The results indicated that the networks differed significantly between countries. The core dimensions in the networks were relating to others, personal strength, and life value and opportunities, which were more related dimensions that reinforce the emergence of PTG in all countries. The findings may be useful to motivate researchers and mental health professionals to consider the importance of the individual dimensions of PTG in groups of people who experienced the death of a loved one from COVID-19 in 16 Latin American countries, as well as their interrelationships.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2024-04-02T15:08:36Z
dc.date.available.none.fl_str_mv 2024-04-02T15:08:36Z
dc.date.issued.fl_str_mv 2023-01-01
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.issn.none.fl_str_mv 10541373
dc.identifier.doi.none.fl_str_mv 10.1177/10541373231208934
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10757/673247
dc.identifier.eissn.none.fl_str_mv 15526968
dc.identifier.journal.es_PE.fl_str_mv Illness Crisis and Loss
dc.identifier.eid.none.fl_str_mv 2-s2.0-85175335096
dc.identifier.scopusid.none.fl_str_mv SCOPUS_ID:85175335096
dc.identifier.isni.none.fl_str_mv 0000 0001 2196 144X
identifier_str_mv 10541373
10.1177/10541373231208934
15526968
Illness Crisis and Loss
2-s2.0-85175335096
SCOPUS_ID:85175335096
0000 0001 2196 144X
url http://hdl.handle.net/10757/673247
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.es_PE.fl_str_mv application/html
dc.publisher.es_PE.fl_str_mv SAGE Publications Inc.
dc.source.es_PE.fl_str_mv Universidad Peruana de Ciencias Aplicadas (UPC)
Repositorio Academico - UPC
dc.source.none.fl_str_mv reponame:UPC-Institucional
instname:Universidad Peruana de Ciencias Aplicadas
instacron:UPC
instname_str Universidad Peruana de Ciencias Aplicadas
instacron_str UPC
institution UPC
reponame_str UPC-Institucional
collection UPC-Institucional
dc.source.journaltitle.none.fl_str_mv Illness Crisis and Loss
bitstream.url.fl_str_mv https://repositorioacademico.upc.edu.pe/bitstream/10757/673247/1/license.txt
bitstream.checksum.fl_str_mv 8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
repository.name.fl_str_mv Repositorio académico upc
repository.mail.fl_str_mv upc@openrepository.com
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ArkangelGonzález, PedronelSmith-Castro, VanessaPetzold-Rodriguez, OlimpiaCorrales-Reyes, Ibraín EnriqueCalderón, RaymundoMatute Rivera, Wendy YamiletFerrufino-Borja, DanielaMuñoz-del-Carpio-Toia, AguedaPalacios, JorgeBurgos-Videla, CarmenFlorez León, Ana María EduvigesVergara, IbethVega, DiegoSchulmeyer, Marion K.Barria-Asenjo, Nicol A.Urrutia Rios, Hassell TatianaLira Lira, Arelly EstherAyala-Colqui, Jesús2024-04-02T15:08:36Z2024-04-02T15:08:36Z2023-01-011054137310.1177/10541373231208934http://hdl.handle.net/10757/67324715526968Illness Crisis and Loss2-s2.0-85175335096SCOPUS_ID:851753350960000 0001 2196 144XThe present study aimed to apply a network analysis model to provide an exploratory empirical conceptualization of dynamic networks of posttraumatic growth (PTG) symptoms in 7,434 people who experienced the death of a loved one from COVID-19 in 16 Latin American countries. The Post-Traumatic Growth Inventory: Short Form of Eight Items was used. A non-regularized network with partial correlation coefficients was estimated through the ggmModSelect algorithm. The network architecture was analyzed for each country through its local properties and global properties. The results indicated that the networks differed significantly between countries. The core dimensions in the networks were relating to others, personal strength, and life value and opportunities, which were more related dimensions that reinforce the emergence of PTG in all countries. The findings may be useful to motivate researchers and mental health professionals to consider the importance of the individual dimensions of PTG in groups of people who experienced the death of a loved one from COVID-19 in 16 Latin American countries, as well as their interrelationships.ODS 3: Salud y bienestarODS 4: Educación de calidadODS 10: Reducción de las desigualdadesapplication/htmlengSAGE Publications Inc.info:eu-repo/semantics/embargoedAccessUniversidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCIllness Crisis and Lossreponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCdynamic networksLatin Americanmental healthposttraumatic growthtraumatic eventsNetwork Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countriesinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/673247/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51false10757/673247oai:repositorioacademico.upc.edu.pe:10757/6732472024-07-19 02:35:27.724Repositorio académico upcupc@openrepository.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