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
Pavel E Arenas-Castañeda,
Fuensanta Aroca Bisquert,
Ismael Martinez-Nicolas,
Luis A Castillo Espíndola,
Igor Barahona,
Cynthya Maya-Hernández,
Martha Miriam Lavana Hernández,
Paulo César Manrique Mirón,
Daniela Guadalupe Alvarado Barrera,
Erik Treviño Aguilar,
Axayácatl Barrios Núñez,
Giovanna De Jesus Carlos,
Anabel Vildosola Garcés,
Josselyne Flores Mercado,
Maria Luisa Barrigon,
Antonio Artes,
Santiago de Leon,
Cristian Antonio Molina-Pizarro,
Arsenio Rosado Franco,
Mercedes Perez-Rodriguez,
Philippe Courtet,
Gonzalo Martínez-Alés,
Enrique Baca-Garcia
Affiliations
Pavel E Arenas-Castañeda
1 Secretaría de Salud de la Ciudad de México, Jurisdicción Sanitaria Milpa Alta, Milpa Alta, Mexico
Fuensanta Aroca Bisquert
2 Instituto de Matemáticas. Unidad de Cuernavaca. Universidad Nacional Autónoma de México, Cuernavaca, Mexico
Ismael Martinez-Nicolas
4 Faculty of Life Sciences, Catholic University of Murcia (UCAM), Murcia, Spain
Luis A Castillo Espíndola
5 Hospital General de Milpa Alta, Milpa Alta, Mexico
Igor Barahona
6 Cátedra-Conacyt, Instituto de Matemáticas, Unidad de Cuernavaca, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
Cynthya Maya-Hernández
7 Center for Evaluation and Surveys Research, National Institute of Public Health (INSP), Cuernavaca, Mexico
Martha Miriam Lavana Hernández
1 Secretaría de Salud de la Ciudad de México, Jurisdicción Sanitaria Milpa Alta, Milpa Alta, Mexico
Paulo César Manrique Mirón
6 Cátedra-Conacyt, Instituto de Matemáticas, Unidad de Cuernavaca, Universidad Nacional Autónoma de México, Cuernavaca, Mexico
Daniela Guadalupe Alvarado Barrera
1 Secretaría de Salud de la Ciudad de México, Jurisdicción Sanitaria Milpa Alta, Milpa Alta, Mexico
Erik Treviño Aguilar
2 Instituto de Matemáticas. Unidad de Cuernavaca. Universidad Nacional Autónoma de México, Cuernavaca, Mexico
Axayácatl Barrios Núñez
8 Servicios de Salud del Instituto de Educación Media Superior CDMX, Ciudad de Mexico, Mexico
Giovanna De Jesus Carlos
2 Instituto de Matemáticas. Unidad de Cuernavaca. Universidad Nacional Autónoma de México, Cuernavaca, Mexico
Anabel Vildosola Garcés
8 Servicios de Salud del Instituto de Educación Media Superior CDMX, Ciudad de Mexico, Mexico
Josselyne Flores Mercado
9 Unidad de Medicina Familiar ISSSTE, Ciudad de Mexico, Mexico
Maria Luisa Barrigon
Department of Psychiatry, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
Antonio Artes
Departamento de Teoría de Señal, Universidad Carlos III de Madrid, Getafe, Spain
Santiago de Leon
14 Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Madrid, Spain
Cristian Antonio Molina-Pizarro
15 Yucatan State Mental Health Institute, Merida, Mexico
Arsenio Rosado Franco
15 Yucatan State Mental Health Institute, Merida, Mexico
Mercedes Perez-Rodriguez
16 Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
Philippe Courtet
8 Department of Emergency Psychiatry & Acute Care, CHU Montpellier, University of Montpellier, Montpellier, France
Gonzalo Martínez-Alés
18 Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
Enrique Baca-Garcia
CIBERSAM (Centro de Investigacion en Salud Mental), Carlos III Institute of Health, Madrid, Spain
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 km2.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.