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

Tomás Caycho-Rodríguez; Jonatan Baños-Chaparro; José Ventura-León; Lindsey W. Vilca; Carlos Carbajal-León; Pablo D. Valencia; Daniel E. Yupanqui-Lorenzo; Rubí Paredes-Angeles; Walter L. Arias Gallegos; Mario Reyes-Bossio; Mariel Delgado-Campusano; Miguel Gallegos; Claudio Rojas-Jara; Roberto Polanco-Carrasco; Mauricio Cervigni; Pablo Martino; Marlon Elías Lobos-Rivera; Rodrigo Moreta-Herrera; Diego Alejandro Palacios Segura; Antonio Samaniego-Pinho; Andrés Buschiazzo Figares; Diana Ximena Puerta-Cortés; Andrés Camargo; Julio Torales; J. Arkangel Monge Blanco; Pedronel González; Vanessa Smith-Castro; Olimpia Petzold-Rodriguez; Ibraín Enrique Corrales-Reyes; Raymundo Calderón; Wendy Yamilet Matute Rivera; Daniela Ferrufino-Borja; Agueda Muñoz-del-Carpio-Toia; Jorge Palacios; Carmen Burgos-Videla; Ana María Eduviges Florez León; Ibeth Vergara; Diego Vega; Marion K. Schulmeyer; Nicol A. Barria-Asenjo; Hassell Tatiana Urrutia Rios; Arelly Esther Lira Lira; Jesús Ayala-Colqui

doi:10.1177/10541373231208934

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

Tomás Caycho-Rodríguez, Jonatan Baños-Chaparro, José Ventura-León, Lindsey W. Vilca, Carlos Carbajal-León, Pablo D. Valencia, Daniel E. Yupanqui-Lorenzo, Rubí Paredes-Angeles, Walter L. Arias Gallegos, Mario Reyes-Bossio, Mariel Delgado-Campusano, Miguel Gallegos, Claudio Rojas-Jara, Roberto Polanco-Carrasco, Mauricio Cervigni, Pablo Martino, Marlon Elías Lobos-Rivera, Rodrigo Moreta-Herrera, Diego Alejandro Palacios Segura, Antonio Samaniego-PinhoAndrés Buschiazzo Figares, Diana Ximena Puerta-Cortés, Andrés Camargo, Julio Torales, J. Arkangel Monge Blanco, Pedronel González, Vanessa Smith-Castro, Olimpia Petzold-Rodriguez, Ibraín Enrique Corrales-Reyes, Raymundo Calderón, Wendy Yamilet Matute Rivera, Daniela Ferrufino-Borja, Agueda Muñoz-del-Carpio-Toia, Jorge Palacios, Carmen Burgos-Videla, Ana María Eduviges Florez León, Ibeth Vergara, Diego Vega, Marion K. Schulmeyer, Nicol A. Barria-Asenjo, Hassell Tatiana Urrutia Rios, Arelly Esther Lira Lira, Jesús Ayala-Colqui

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Resumen

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.

Idioma original	Inglés estadounidense
Publicación	Illness Crisis and Loss
DOI	https://doi.org/10.1177/10541373231208934
Estado	Aceptado - 2023
Publicado de forma externa	Sí

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© The Author(s) 2023.

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Caycho-Rodríguez, T., Baños-Chaparro, J., Ventura-León, J., Vilca, L. W., Carbajal-León, C., Valencia, P. D., Yupanqui-Lorenzo, D. E., Paredes-Angeles, R., Arias Gallegos, W. L., Reyes-Bossio, M., Delgado-Campusano, M., Gallegos, M., Rojas-Jara, C., Polanco-Carrasco, R., Cervigni, M., Martino, P., Lobos-Rivera, M. E., Moreta-Herrera, R., Palacios Segura, D. A., ... Ayala-Colqui, J. (Aceptado/En prensa). 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. Illness Crisis and Loss. https://doi.org/10.1177/10541373231208934

@article{9cd7e9daa41347cc88356926798d93a5,

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",

abstract = "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.",

keywords = "Latin American, dynamic networks, mental health, posttraumatic growth, traumatic events",

author = "Tom{\'a}s Caycho-Rodr{\'i}guez and Jonatan Ba{\~n}os-Chaparro and Jos{\'e} Ventura-Le{\'o}n and Vilca, {Lindsey W.} and Carlos Carbajal-Le{\'o}n and Valencia, {Pablo D.} and Yupanqui-Lorenzo, {Daniel E.} and Rub{\'i} Paredes-Angeles and {Arias Gallegos}, {Walter L.} and Mario Reyes-Bossio and Mariel Delgado-Campusano and Miguel Gallegos and Claudio Rojas-Jara and Roberto Polanco-Carrasco and Mauricio Cervigni and Pablo Martino and Lobos-Rivera, {Marlon El{\'i}as} and Rodrigo Moreta-Herrera and {Palacios Segura}, {Diego Alejandro} and Antonio Samaniego-Pinho and {Buschiazzo Figares}, Andr{\'e}s and Puerta-Cort{\'e}s, {Diana Ximena} and Andr{\'e}s Camargo and Julio Torales and {Monge Blanco}, {J. Arkangel} and Pedronel Gonz{\'a}lez and Vanessa Smith-Castro and Olimpia Petzold-Rodriguez and Corrales-Reyes, {Ibra{\'i}n Enrique} and Raymundo Calder{\'o}n and {Matute Rivera}, {Wendy Yamilet} and Daniela Ferrufino-Borja and Agueda Mu{\~n}oz-del-Carpio-Toia and Jorge Palacios and Carmen Burgos-Videla and {Florez Le{\'o}n}, {Ana Mar{\'i}a Eduviges} and Ibeth Vergara and Diego Vega and Schulmeyer, {Marion K.} and Barria-Asenjo, {Nicol A.} and {Urrutia Rios}, {Hassell Tatiana} and {Lira Lira}, {Arelly Esther} and Jes{\'u}s Ayala-Colqui",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2023.",

year = "2023",

doi = "10.1177/10541373231208934",

language = "American English",

journal = "Illness Crisis and Loss",

issn = "1054-1373",

publisher = "Baywood Publishing Co. Inc.",

}

Caycho-Rodríguez, T, Baños-Chaparro, J, Ventura-León, J, Vilca, LW, Carbajal-León, C, Valencia, PD, Yupanqui-Lorenzo, DE, Paredes-Angeles, R, Arias Gallegos, WL, Reyes-Bossio, M, Delgado-Campusano, M, Gallegos, M, Rojas-Jara, C, Polanco-Carrasco, R, Cervigni, M, Martino, P, Lobos-Rivera, ME, Moreta-Herrera, R, Palacios Segura, DA, Samaniego-Pinho, A, Buschiazzo Figares, A, Puerta-Cortés, DX, Camargo, A, Torales, J, Monge Blanco, JA, González, P, Smith-Castro, V, Petzold-Rodriguez, O, Corrales-Reyes, IE, Calderón, R, Matute Rivera, WY, Ferrufino-Borja, D, Muñoz-del-Carpio-Toia, A, Palacios, J, Burgos-Videla, C, Florez León, AME, Vergara, I, Vega, D, Schulmeyer, MK, Barria-Asenjo, NA, Urrutia Rios, HT, Lira Lira, AE & Ayala-Colqui, J 2023, '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', Illness Crisis and Loss. https://doi.org/10.1177/10541373231208934

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; Baños-Chaparro, Jonatan; Ventura-León, José et al.
En: Illness Crisis and Loss, 2023.

Producción científica: Artículo Científico › Artículo original › revisión exhaustiva

TY - JOUR

T1 - Network Analysis of Posttraumatic Growth Dimensions

T2 - A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries

AU - Caycho-Rodríguez, Tomás

AU - Baños-Chaparro, Jonatan

AU - Ventura-León, José

AU - Vilca, Lindsey W.

AU - Carbajal-León, Carlos

AU - Valencia, Pablo D.

AU - Yupanqui-Lorenzo, Daniel E.

AU - Paredes-Angeles, Rubí

AU - Arias Gallegos, Walter L.

AU - Reyes-Bossio, Mario

AU - Delgado-Campusano, Mariel

AU - Gallegos, Miguel

AU - Rojas-Jara, Claudio

AU - Polanco-Carrasco, Roberto

AU - Cervigni, Mauricio

AU - Martino, Pablo

AU - Lobos-Rivera, Marlon Elías

AU - Moreta-Herrera, Rodrigo

AU - Palacios Segura, Diego Alejandro

AU - Samaniego-Pinho, Antonio

AU - Buschiazzo Figares, Andrés

AU - Puerta-Cortés, Diana Ximena

AU - Camargo, Andrés

AU - Torales, Julio

AU - Monge Blanco, J. Arkangel

AU - González, Pedronel

AU - Smith-Castro, Vanessa

AU - Petzold-Rodriguez, Olimpia

AU - Corrales-Reyes, Ibraín Enrique

AU - Calderón, Raymundo

AU - Matute Rivera, Wendy Yamilet

AU - Ferrufino-Borja, Daniela

AU - Muñoz-del-Carpio-Toia, Agueda

AU - Palacios, Jorge

AU - Burgos-Videla, Carmen

AU - Florez León, Ana María Eduviges

AU - Vergara, Ibeth

AU - Vega, Diego

AU - Schulmeyer, Marion K.

AU - Barria-Asenjo, Nicol A.

AU - Urrutia Rios, Hassell Tatiana

AU - Lira Lira, Arelly Esther

AU - Ayala-Colqui, Jesús

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - Latin American

KW - dynamic networks

KW - mental health

KW - posttraumatic growth

KW - traumatic events

UR - http://www.scopus.com/inward/record.url?scp=85175335096&partnerID=8YFLogxK

U2 - 10.1177/10541373231208934

DO - 10.1177/10541373231208934

M3 - Original Article

AN - SCOPUS:85175335096

SN - 1054-1373

JO - Illness Crisis and Loss

JF - Illness Crisis and Loss

ER -

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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