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Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey
INTRODUCTION: Mental disorders represent the second cause of years lived with disability worldwide. Suicide mortality has been targeted as a key public health concern by the WHO. Smartphone technology provides a huge potential to develop massive and fast surveys. Given the vast cultural diversity of...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371217/ https://www.ncbi.nlm.nih.gov/pubmed/32690505 http://dx.doi.org/10.1136/bmjopen-2019-035041 |
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author | Arenas-Castañeda, Pavel E Aroca Bisquert, Fuensanta Martinez-Nicolas, Ismael Castillo Espíndola, Luis A Barahona, Igor Maya-Hernández, Cynthya Lavana Hernández, Martha Miriam Manrique Mirón, Paulo César Alvarado Barrera, Daniela Guadalupe Treviño Aguilar, Erik Barrios Núñez, Axayácatl De Jesus Carlos, Giovanna Vildosola Garcés, Anabel Flores Mercado, Josselyne Barrigon, Maria Luisa Artes, Antonio de Leon, Santiago Molina-Pizarro, Cristian Antonio Rosado Franco, Arsenio Perez-Rodriguez, Mercedes Courtet, Philippe Martínez-Alés, Gonzalo Baca-Garcia, Enrique |
author_facet | Arenas-Castañeda, Pavel E Aroca Bisquert, Fuensanta Martinez-Nicolas, Ismael Castillo Espíndola, Luis A Barahona, Igor Maya-Hernández, Cynthya Lavana Hernández, Martha Miriam Manrique Mirón, Paulo César Alvarado Barrera, Daniela Guadalupe Treviño Aguilar, Erik Barrios Núñez, Axayácatl De Jesus Carlos, Giovanna Vildosola Garcés, Anabel Flores Mercado, Josselyne Barrigon, Maria Luisa Artes, Antonio de Leon, Santiago Molina-Pizarro, Cristian Antonio Rosado Franco, Arsenio Perez-Rodriguez, Mercedes Courtet, Philippe Martínez-Alés, Gonzalo Baca-Garcia, Enrique |
author_sort | Arenas-Castañeda, Pavel E |
collection | PubMed |
description | INTRODUCTION: Mental disorders represent the second cause of years lived with disability worldwide. Suicide mortality has been targeted as a key public health concern by the WHO. Smartphone technology provides a huge potential to develop massive and fast surveys. Given the vast cultural diversity of Mexico and its abrupt orography, smartphone-based resources are invaluable in order to adequately manage resources, services and preventive measures in the population. The objective of this study is to conduct a universal suicide risk screening in a rural area of Mexico, measuring also other mental health outcomes such as depression, anxiety and alcohol and substance use disorders. METHODS AND ANALYSIS: A population-based cross-sectional study with a temporary sampling space of 9 months will be performed between September 2019 and June 2020. We expect to recruit a large percentage of the target population (at least 70%) in a short-term survey of Milpa Alta Delegation, which accounts for 137 927 inhabitants in a territorial extension of 288 km(2). They will be recruited via an institutional call and a massive public campaign to fill in an online questionnaire through mobile-assisted or computer-assisted web app. This questionnaire will include data on general health, validated questionnaires including Well-being Index 5, Patient Health Questionnaire-9, Generalized Anxiety Disorder Scale 2, Alcohol Use Disorders Identification Test, selected questions of the Drug Abuse Screening Test and Columbia-Suicide Severity Rating Scales and Diagnostic and statistical manual of mental disorders (DSM-5) questions about self-harm. We will take into account information regarding time to mobile app response and geo-spatial location, and aggregated data on social, demographical and environmental variables. Traditional regression modelling, multilevel mixed methods and data-driven machine learning approaches will be used to test hypotheses regarding suicide risk factors at the individual and the population level. ETHICS AND DISSEMINATION: Ethical approval (002/2019) was granted by the Ethics Review Board of the Hospital Psiquiátrico Yucatán, Yucatán (Mexico). This protocol has been registered in ClinicalTrials.gov. The starting date of the study is 3 September 2019. Results will serve for the planning and healthcare of groups with greater mental health needs and will be disseminated via publications in peer-reviewed journal and presented at relevant mental health conferences. TRIAL REGISTRATION NUMBER: NCT04067063. |
format | Online Article Text |
id | pubmed-7371217 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-73712172020-07-22 Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey Arenas-Castañeda, Pavel E Aroca Bisquert, Fuensanta Martinez-Nicolas, Ismael Castillo Espíndola, Luis A Barahona, Igor Maya-Hernández, Cynthya Lavana Hernández, Martha Miriam Manrique Mirón, Paulo César Alvarado Barrera, Daniela Guadalupe Treviño Aguilar, Erik Barrios Núñez, Axayácatl De Jesus Carlos, Giovanna Vildosola Garcés, Anabel Flores Mercado, Josselyne Barrigon, Maria Luisa Artes, Antonio de Leon, Santiago Molina-Pizarro, Cristian Antonio Rosado Franco, Arsenio Perez-Rodriguez, Mercedes Courtet, Philippe Martínez-Alés, Gonzalo Baca-Garcia, Enrique BMJ Open Mental Health INTRODUCTION: Mental disorders represent the second cause of years lived with disability worldwide. Suicide mortality has been targeted as a key public health concern by the WHO. Smartphone technology provides a huge potential to develop massive and fast surveys. Given the vast cultural diversity of Mexico and its abrupt orography, smartphone-based resources are invaluable in order to adequately manage resources, services and preventive measures in the population. The objective of this study is to conduct a universal suicide risk screening in a rural area of Mexico, measuring also other mental health outcomes such as depression, anxiety and alcohol and substance use disorders. METHODS AND ANALYSIS: A population-based cross-sectional study with a temporary sampling space of 9 months will be performed between September 2019 and June 2020. We expect to recruit a large percentage of the target population (at least 70%) in a short-term survey of Milpa Alta Delegation, which accounts for 137 927 inhabitants in a territorial extension of 288 km(2). They will be recruited via an institutional call and a massive public campaign to fill in an online questionnaire through mobile-assisted or computer-assisted web app. This questionnaire will include data on general health, validated questionnaires including Well-being Index 5, Patient Health Questionnaire-9, Generalized Anxiety Disorder Scale 2, Alcohol Use Disorders Identification Test, selected questions of the Drug Abuse Screening Test and Columbia-Suicide Severity Rating Scales and Diagnostic and statistical manual of mental disorders (DSM-5) questions about self-harm. We will take into account information regarding time to mobile app response and geo-spatial location, and aggregated data on social, demographical and environmental variables. Traditional regression modelling, multilevel mixed methods and data-driven machine learning approaches will be used to test hypotheses regarding suicide risk factors at the individual and the population level. ETHICS AND DISSEMINATION: Ethical approval (002/2019) was granted by the Ethics Review Board of the Hospital Psiquiátrico Yucatán, Yucatán (Mexico). This protocol has been registered in ClinicalTrials.gov. The starting date of the study is 3 September 2019. Results will serve for the planning and healthcare of groups with greater mental health needs and will be disseminated via publications in peer-reviewed journal and presented at relevant mental health conferences. TRIAL REGISTRATION NUMBER: NCT04067063. BMJ Publishing Group 2020-07-19 /pmc/articles/PMC7371217/ /pubmed/32690505 http://dx.doi.org/10.1136/bmjopen-2019-035041 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Mental Health Arenas-Castañeda, Pavel E Aroca Bisquert, Fuensanta Martinez-Nicolas, Ismael Castillo Espíndola, Luis A Barahona, Igor Maya-Hernández, Cynthya Lavana Hernández, Martha Miriam Manrique Mirón, Paulo César Alvarado Barrera, Daniela Guadalupe Treviño Aguilar, Erik Barrios Núñez, Axayácatl De Jesus Carlos, Giovanna Vildosola Garcés, Anabel Flores Mercado, Josselyne Barrigon, Maria Luisa Artes, Antonio de Leon, Santiago Molina-Pizarro, Cristian Antonio Rosado Franco, Arsenio Perez-Rodriguez, Mercedes Courtet, Philippe Martínez-Alés, Gonzalo Baca-Garcia, Enrique Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title | Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title_full | Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title_fullStr | Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title_full_unstemmed | Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title_short | Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey |
title_sort | universal mental health screening with a focus on suicidal behaviour using smartphones in a mexican rural community: protocol for the smart-screen population-based survey |
topic | Mental Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371217/ https://www.ncbi.nlm.nih.gov/pubmed/32690505 http://dx.doi.org/10.1136/bmjopen-2019-035041 |
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