Related Experiment Videos
Spatiotemporal Patterns and Determinants of Suicide in a Brazilian State: An Eleven-Year Ecological Study
Maria Carolina Vita Nunes1, Jônatas Magalhães Santos2, Mirian Matsura Shirassu3
1Department of Psychiatry, Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, SP, Brazil. Secretary of Health, State of São Paulo, SP, Brazil.
Objective:
Investigate spatial and temporal distribution of suicide mortality across the Regional Health Care Networks of São Paulo State, Brazil, from 2012 to 2022, evaluating associations with mental health service availability, psychiatric workforce density, and socioeconomic indicators.
Methods:
Longitudinal retrospective ecological study using annual data from 19 Regional Health Care Networks. Suicide mortality (ICD-10 X60-X84) rates per 100,000 inhabitants were analyzed using descriptive epidemiology, exploratory spatial data analysis, and fixed-effects panel regression models with spatial error specifications and one-year lagged independent variables.
Results:
Suicide rates increased from 4.8 to 6.3 per 100,000 (32%). Female aged 10-14 years experienced a 332% increase. Spatial clustering revealed persistent high-risk areas in inland regions. In panel regression models (within-R² = 0.53), psychiatrist density in the public health system demonstrated a protective association (β = -0.20, p < 0.05), as did psychiatric bed rates in lagged models (β = -0.01, p < 0.05). Psychosocial Care Centers coverage showed no significant association. GDP per capita was positively associated with suicide rates.
Conclusions:
Psychiatric workforce availability and acute care capacity emerge as key modifiable factors. Increase among female adolescents and persistent geographic disparities warrant targeted prevention strategies. Findings provide actionable evidence for suicide prevention resource allocation in middle-income settings.
Related Concept Videos
Longitudinal Research
Introduction To Survival Analysis
The primary goal of survival analysis is to estimate survival time—the time until a...
Causes of Social Behavior III: Biological and Environmental Influences
Depressive Disorders: Etiology
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Psychological and Sociocultural Causes of Schizophrenia
Assumptions of Survival Analysis