Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries
Descripción del Articulo
Background: The COVID-19 pandemic has revealed the fragility of the global food system, sending shockwaves across countries' societies and economy. This has presented formidable challenges to sustaining a healthy and resilient lifestyle. The objective of this study is to examine the food consum...
Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | artículo |
Fecha de Publicación: | 2023 |
Institución: | Universidad Peruana de Ciencias Aplicadas |
Repositorio: | UPC-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorioacademico.upc.edu.pe:10757/673242 |
Enlace del recurso: | http://hdl.handle.net/10757/673242 |
Nivel de acceso: | acceso abierto |
Materia: | COVID-19 Dietary diversity Food consumption pattern Food consumption score Food-related behaviors Pandemics |
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2670 |
dc.title.es_PE.fl_str_mv |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
title |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
spellingShingle |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries Hoteit, Maha COVID-19 Dietary diversity Food consumption pattern Food consumption score Food-related behaviors Pandemics |
title_short |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
title_full |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
title_fullStr |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
title_full_unstemmed |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
title_sort |
Call for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countries |
author |
Hoteit, Maha |
author_facet |
Hoteit, Maha Hoteit, Reem Aljawaldeh, Ayoub Van Royen, Kathleen Pabian, Sara Decorte, Paulien Cuykx, Isabelle Teunissen, Lauranna De Backer, Charlotte Bergheim, Ina Staltner, Raphaela Devine, Amanda Sambell, Ros Wallace, Ruth Allehdan, Sabika Salem Alalwan, Tariq Abdulkarim Al-Mannai, Mariam Ahamad Ouvrein, Gaëlle Poels, Karolien Vandebosch, Heidi Maldoy, Katrien Matthys, Christophe Smits, Tim Vrinten, Jules DeSmet, Ann Teughels, Nelleke Geuens, Maggie Vermeir, Iris Proesmans, Viktor Hudders, Liselot De Barcellos, Marcia Dutra Ostermann, Cristina Brock, Ana Luiza Favieiro, Cynthia Trizotto, Rafaela Stangherlin, Isadora Mafra, Anthonieta Looman Correa Varella, Marco Antônio Valentova, Jaroslava Varella Fisher, Maryanne L. MacEacheron, Melanie White, Katherine Habib, Rishad Dobson, David S. Schnettler, Berta Orellana, Ligia Miranda-Zapata, Edgardo Wen-Yu Chang, Angela Jiao, Wen Liu, Matthew Tingchi Grunert, Klaus G. Christensen, Rikke Nyland Reisch, Lucia Janssen, Meike Abril-Ulloa, Victoria Encalada, Lorena Kamel, Iman Vainio, Annukka Niva, Mari Salmivaara, Laura Mäkelä, Johanna Torkkeli, Kaisa Mai, Robert Risch, Pamela Kerschke Altsitsiadis, Efthymios Stamos, Angelos Antronikidis, Andreas Henchion, Maeve McCarthy, Sinead McCarthy, Mary Micalizzi, Alessandra Schulz, Peter J. Farinosi, Manuela Komatsu, Hidenori Tanaka, Nobuyuki Kubota, Hiromi Tayyem, Reema Al-Awwad, Narmeen J. Al-Bayyari, Nahla Ibrahim, Mohammed O. Hammouh, Fadwa Dashti, Somaia Dashti, Basma Alkharaif, Dhuha Alshatti, Amani Al Mazedi, Maryam Mansour, Rania Naim, Elissa Mortada, Hussein Gutierrez Gomez, Yareni Yunuen Geyskens, Kelly Goukens, Caroline Roy, Rajshri Egli, Victoria Morenga, Lisa Te Waly, Mostafa Qasrawi, Radwan Hamdan, Motasem Sier, Rania Abu Al Halawa, Diala Abu |
author_role |
author |
author2 |
Hoteit, Reem Aljawaldeh, Ayoub Van Royen, Kathleen Pabian, Sara Decorte, Paulien Cuykx, Isabelle Teunissen, Lauranna De Backer, Charlotte Bergheim, Ina Staltner, Raphaela Devine, Amanda Sambell, Ros Wallace, Ruth Allehdan, Sabika Salem Alalwan, Tariq Abdulkarim Al-Mannai, Mariam Ahamad Ouvrein, Gaëlle Poels, Karolien Vandebosch, Heidi Maldoy, Katrien Matthys, Christophe Smits, Tim Vrinten, Jules DeSmet, Ann Teughels, Nelleke Geuens, Maggie Vermeir, Iris Proesmans, Viktor Hudders, Liselot De Barcellos, Marcia Dutra Ostermann, Cristina Brock, Ana Luiza Favieiro, Cynthia Trizotto, Rafaela Stangherlin, Isadora Mafra, Anthonieta Looman Correa Varella, Marco Antônio Valentova, Jaroslava Varella Fisher, Maryanne L. MacEacheron, Melanie White, Katherine Habib, Rishad Dobson, David S. Schnettler, Berta Orellana, Ligia Miranda-Zapata, Edgardo Wen-Yu Chang, Angela Jiao, Wen Liu, Matthew Tingchi Grunert, Klaus G. Christensen, Rikke Nyland Reisch, Lucia Janssen, Meike Abril-Ulloa, Victoria Encalada, Lorena Kamel, Iman Vainio, Annukka Niva, Mari Salmivaara, Laura Mäkelä, Johanna Torkkeli, Kaisa Mai, Robert Risch, Pamela Kerschke Altsitsiadis, Efthymios Stamos, Angelos Antronikidis, Andreas Henchion, Maeve McCarthy, Sinead McCarthy, Mary Micalizzi, Alessandra Schulz, Peter J. Farinosi, Manuela Komatsu, Hidenori Tanaka, Nobuyuki Kubota, Hiromi Tayyem, Reema Al-Awwad, Narmeen J. Al-Bayyari, Nahla Ibrahim, Mohammed O. Hammouh, Fadwa Dashti, Somaia Dashti, Basma Alkharaif, Dhuha Alshatti, Amani Al Mazedi, Maryam Mansour, Rania Naim, Elissa Mortada, Hussein Gutierrez Gomez, Yareni Yunuen Geyskens, Kelly Goukens, Caroline Roy, Rajshri Egli, Victoria Morenga, Lisa Te Waly, Mostafa Qasrawi, Radwan Hamdan, Motasem Sier, Rania Abu Al Halawa, Diala Abu |
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 |
Hoteit, Maha Hoteit, Reem Aljawaldeh, Ayoub Van Royen, Kathleen Pabian, Sara Decorte, Paulien Cuykx, Isabelle Teunissen, Lauranna De Backer, Charlotte Bergheim, Ina Staltner, Raphaela Devine, Amanda Sambell, Ros Wallace, Ruth Allehdan, Sabika Salem Alalwan, Tariq Abdulkarim Al-Mannai, Mariam Ahamad Ouvrein, Gaëlle Poels, Karolien Vandebosch, Heidi Maldoy, Katrien Matthys, Christophe Smits, Tim Vrinten, Jules DeSmet, Ann Teughels, Nelleke Geuens, Maggie Vermeir, Iris Proesmans, Viktor Hudders, Liselot De Barcellos, Marcia Dutra Ostermann, Cristina Brock, Ana Luiza Favieiro, Cynthia Trizotto, Rafaela Stangherlin, Isadora Mafra, Anthonieta Looman Correa Varella, Marco Antônio Valentova, Jaroslava Varella Fisher, Maryanne L. MacEacheron, Melanie White, Katherine Habib, Rishad Dobson, David S. Schnettler, Berta Orellana, Ligia Miranda-Zapata, Edgardo Wen-Yu Chang, Angela Jiao, Wen Liu, Matthew Tingchi Grunert, Klaus G. Christensen, Rikke Nyland Reisch, Lucia Janssen, Meike Abril-Ulloa, Victoria Encalada, Lorena Kamel, Iman Vainio, Annukka Niva, Mari Salmivaara, Laura Mäkelä, Johanna Torkkeli, Kaisa Mai, Robert Risch, Pamela Kerschke Altsitsiadis, Efthymios Stamos, Angelos Antronikidis, Andreas Henchion, Maeve McCarthy, Sinead McCarthy, Mary Micalizzi, Alessandra Schulz, Peter J. Farinosi, Manuela Komatsu, Hidenori Tanaka, Nobuyuki Kubota, Hiromi Tayyem, Reema Al-Awwad, Narmeen J. Al-Bayyari, Nahla Ibrahim, Mohammed O. Hammouh, Fadwa Dashti, Somaia Dashti, Basma Alkharaif, Dhuha Alshatti, Amani Al Mazedi, Maryam Mansour, Rania Naim, Elissa Mortada, Hussein Gutierrez Gomez, Yareni Yunuen Geyskens, Kelly Goukens, Caroline Roy, Rajshri Egli, Victoria Morenga, Lisa Te Waly, Mostafa Qasrawi, Radwan Hamdan, Motasem Sier, Rania Abu Al Halawa, Diala Abu |
dc.subject.es_PE.fl_str_mv |
COVID-19 Dietary diversity Food consumption pattern Food consumption score Food-related behaviors Pandemics |
topic |
COVID-19 Dietary diversity Food consumption pattern Food consumption score Food-related behaviors Pandemics |
description |
Background: The COVID-19 pandemic has revealed the fragility of the global food system, sending shockwaves across countries' societies and economy. This has presented formidable challenges to sustaining a healthy and resilient lifestyle. The objective of this study is to examine the food consumption patterns and assess diet diversity indicators, primarily focusing on the food consumption score (FCS), among households in 38 countries both before and during the first wave of the COVID-19 pandemic. Methods: A cross-sectional study with 37 207 participants (mean age: 36.70 ± 14.79, with 77 % women) was conducted in 38 countries through an online survey administered between April and June 2020. The study utilized a pre-tested food frequency questionnaire to explore food consumption patterns both before and during the COVID-19 periods. Additionally, the study computed Food Consumption Score (FCS) as a proxy indicator for assessing the dietary diversity of households. Findings: This quantification of global, regional and national dietary diversity across 38 countries showed an increment in the consumption of all food groups but a drop in the intake of vegetables and in the dietary diversity. The household's food consumption scores indicating dietary diversity varied across regions. It decreased in the Middle East and North Africa (MENA) countries, including Lebanon (p < 0.001) and increased in the Gulf Cooperation Council countries including Bahrain (p = 0.003), Egypt (p < 0.001) and United Arab Emirates (p = 0.013). A decline in the household's dietary diversity was observed in Australia (p < 0.001), in South Africa including Uganda (p < 0.001), in Europe including Belgium (p < 0.001), Denmark (p = 0.002), Finland (p < 0.001) and Netherland (p = 0.027) and in South America including Ecuador (p < 0.001), Brazil (p < 0.001), Mexico (p < 0.0001) and Peru (p < 0.001). Middle and older ages [OR = 1.2; 95 % CI = [1.125–1.426] [OR = 2.5; 95 % CI = [1.951–3.064], being a woman [OR = 1.2; 95 % CI = [1.117–1.367], having a high education (p < 0.001), and showing amelioration in food-related behaviors [OR = 1.4; 95 % CI = [1.292–1.709] were all linked to having a higher dietary diversity. Conclusion: The minor to moderate changes in food consumption patterns observed across the 38 countries within relatively short time frames could become lasting, leading to a significant and prolonged reduction in dietary diversity, as demonstrated by our findings. |
publishDate |
2023 |
dc.date.accessioned.none.fl_str_mv |
2024-03-27T17:31:53Z |
dc.date.available.none.fl_str_mv |
2024-03-27T17:31:53Z |
dc.date.issued.fl_str_mv |
2023-11-01 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.issn.none.fl_str_mv |
24058440 |
dc.identifier.doi.none.fl_str_mv |
10.1016/j.heliyon.2023.e21585 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10757/673242 |
dc.identifier.journal.es_PE.fl_str_mv |
Heliyon |
dc.identifier.eid.none.fl_str_mv |
2-s2.0-85177211628 |
dc.identifier.scopusid.none.fl_str_mv |
SCOPUS_ID:85177211628 |
dc.identifier.pii.none.fl_str_mv |
S2405844023087935 |
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0000 0001 2196 144X |
identifier_str_mv |
24058440 10.1016/j.heliyon.2023.e21585 Heliyon 2-s2.0-85177211628 SCOPUS_ID:85177211628 S2405844023087935 0000 0001 2196 144X |
url |
http://hdl.handle.net/10757/673242 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.*.fl_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
dc.format.es_PE.fl_str_mv |
application/pdf |
dc.publisher.es_PE.fl_str_mv |
Elsevier Ltd |
dc.source.es_PE.fl_str_mv |
Universidad Peruana de Ciencias Aplicadas (UPC) Repositorio Académico - 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 |
Heliyon |
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9 |
dc.source.issue.none.fl_str_mv |
11 |
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MahaHoteit, ReemAljawaldeh, AyoubVan Royen, KathleenPabian, SaraDecorte, PaulienCuykx, IsabelleTeunissen, LaurannaDe Backer, CharlotteBergheim, InaStaltner, RaphaelaDevine, AmandaSambell, RosWallace, RuthAllehdan, Sabika SalemAlalwan, Tariq AbdulkarimAl-Mannai, Mariam AhamadOuvrein, GaëllePoels, KarolienVandebosch, HeidiMaldoy, KatrienMatthys, ChristopheSmits, TimVrinten, JulesDeSmet, AnnTeughels, NellekeGeuens, MaggieVermeir, IrisProesmans, ViktorHudders, LiselotDe Barcellos, Marcia DutraOstermann, CristinaBrock, Ana LuizaFavieiro, CynthiaTrizotto, RafaelaStangherlin, IsadoraMafra, Anthonieta LoomanCorrea Varella, Marco AntônioValentova, Jaroslava VarellaFisher, Maryanne L.MacEacheron, MelanieWhite, KatherineHabib, RishadDobson, David S.Schnettler, BertaOrellana, LigiaMiranda-Zapata, EdgardoWen-Yu Chang, AngelaJiao, WenLiu, Matthew TingchiGrunert, Klaus G.Christensen, Rikke NylandReisch, LuciaJanssen, MeikeAbril-Ulloa, VictoriaEncalada, LorenaKamel, ImanVainio, AnnukkaNiva, MariSalmivaara, LauraMäkelä, JohannaTorkkeli, KaisaMai, RobertRisch, Pamela KerschkeAltsitsiadis, EfthymiosStamos, AngelosAntronikidis, AndreasHenchion, MaeveMcCarthy, SineadMcCarthy, MaryMicalizzi, AlessandraSchulz, Peter J.Farinosi, ManuelaKomatsu, HidenoriTanaka, NobuyukiKubota, HiromiTayyem, ReemaAl-Awwad, Narmeen J.Al-Bayyari, NahlaIbrahim, Mohammed O.Hammouh, FadwaDashti, SomaiaDashti, BasmaAlkharaif, DhuhaAlshatti, AmaniAl Mazedi, MaryamMansour, RaniaNaim, ElissaMortada, HusseinGutierrez Gomez, Yareni YunuenGeyskens, KellyGoukens, CarolineRoy, RajshriEgli, VictoriaMorenga, Lisa TeWaly, MostafaQasrawi, RadwanHamdan, MotasemSier, Rania AbuAl Halawa, Diala Abu2024-03-27T17:31:53Z2024-03-27T17:31:53Z2023-11-012405844010.1016/j.heliyon.2023.e21585http://hdl.handle.net/10757/673242Heliyon2-s2.0-85177211628SCOPUS_ID:85177211628S24058440230879350000 0001 2196 144XBackground: The COVID-19 pandemic has revealed the fragility of the global food system, sending shockwaves across countries' societies and economy. This has presented formidable challenges to sustaining a healthy and resilient lifestyle. The objective of this study is to examine the food consumption patterns and assess diet diversity indicators, primarily focusing on the food consumption score (FCS), among households in 38 countries both before and during the first wave of the COVID-19 pandemic. Methods: A cross-sectional study with 37 207 participants (mean age: 36.70 ± 14.79, with 77 % women) was conducted in 38 countries through an online survey administered between April and June 2020. The study utilized a pre-tested food frequency questionnaire to explore food consumption patterns both before and during the COVID-19 periods. Additionally, the study computed Food Consumption Score (FCS) as a proxy indicator for assessing the dietary diversity of households. Findings: This quantification of global, regional and national dietary diversity across 38 countries showed an increment in the consumption of all food groups but a drop in the intake of vegetables and in the dietary diversity. The household's food consumption scores indicating dietary diversity varied across regions. It decreased in the Middle East and North Africa (MENA) countries, including Lebanon (p < 0.001) and increased in the Gulf Cooperation Council countries including Bahrain (p = 0.003), Egypt (p < 0.001) and United Arab Emirates (p = 0.013). A decline in the household's dietary diversity was observed in Australia (p < 0.001), in South Africa including Uganda (p < 0.001), in Europe including Belgium (p < 0.001), Denmark (p = 0.002), Finland (p < 0.001) and Netherland (p = 0.027) and in South America including Ecuador (p < 0.001), Brazil (p < 0.001), Mexico (p < 0.0001) and Peru (p < 0.001). Middle and older ages [OR = 1.2; 95 % CI = [1.125–1.426] [OR = 2.5; 95 % CI = [1.951–3.064], being a woman [OR = 1.2; 95 % CI = [1.117–1.367], having a high education (p < 0.001), and showing amelioration in food-related behaviors [OR = 1.4; 95 % CI = [1.292–1.709] were all linked to having a higher dietary diversity. Conclusion: The minor to moderate changes in food consumption patterns observed across the 38 countries within relatively short time frames could become lasting, leading to a significant and prolonged reduction in dietary diversity, as demonstrated by our findings.Revisión por paresODS 2: Hambre ceroODS 3: Salud y bienestarODS 12: Producción y consumo responsablesapplication/pdfengElsevier Ltdinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Universidad Peruana de Ciencias Aplicadas (UPC)Repositorio Académico - UPCHeliyon911reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPCCOVID-19Dietary diversityFood consumption patternFood consumption scoreFood-related behaviorsPandemicsCall for emergency action to restore dietary diversity and protect global food systems in times of COVID-19 and beyond: Results from a cross-sectional study in 38 countriesinfo:eu-repo/semantics/article2024-03-27T17:31:55ZTHUMBNAIL1-s2.0-S2405844023087935-main.pdf.jpg1-s2.0-S2405844023087935-main.pdf.jpgGenerated Thumbnailimage/jpeg87702https://repositorioacademico.upc.edu.pe/bitstream/10757/673242/5/1-s2.0-S2405844023087935-main.pdf.jpgbaa720f5e5cab7103f72080f0603d5f7MD55falseTEXT1-s2.0-S2405844023087935-main.pdf.txt1-s2.0-S2405844023087935-main.pdf.txtExtracted texttext/plain54846https://repositorioacademico.upc.edu.pe/bitstream/10757/673242/4/1-s2.0-S2405844023087935-main.pdf.txte0fafee145d2f7e9e6edce0ed6577e64MD54falseLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/673242/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53falseCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805https://repositorioacademico.upc.edu.pe/bitstream/10757/673242/2/license_rdf4460e5956bc1d1639be9ae6146a50347MD52falseORIGINAL1-s2.0-S2405844023087935-main.pdf1-s2.0-S2405844023087935-main.pdfapplication/pdf1400472https://repositorioacademico.upc.edu.pe/bitstream/10757/673242/1/1-s2.0-S2405844023087935-main.pdf81b5af44ebbe0684b508cce55ad8ec5fMD51true10757/673242oai:repositorioacademico.upc.edu.pe:10757/6732422024-07-27 15:11:49.81Repositorio académico upcupc@openrepository.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 |
score |
13.982926 |
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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).