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Socioeconomic and geographic disparities in psychiatric outcomes under Colombia’s universal healthcare system
by
Arias, Alejandro
, Song, Janet
, Diaz-Zuluaga, Ana M.
, Gerdes, Greta
, Castaño-Ramirez, Mauricio
, Service, Susan K.
, Lopez-Jaramillo, Carlos
, Crossley, Nicolas A.
, Freimer, Nelson B.
, Ramirez-Diaz, Ana M.
, Olde Loohuis, Loes M.
in
Access
/ Adult
/ Affective disorders
/ Bipolar disorder
/ Bipolar Disorder - epidemiology
/ Bipolar Disorder - therapy
/ Clinical outcomes
/ Colombia - epidemiology
/ Computerized medical records
/ Delusions
/ Depressive Disorder, Major - epidemiology
/ Depressive Disorder, Major - therapy
/ Depressive personality disorders
/ Education
/ Electronic Health Records
/ Electronic medical records
/ Families & family life
/ Female
/ Geography
/ Health care
/ Health care access
/ Health records
/ Health services
/ Health Services Accessibility - statistics & numerical data
/ Health services utilization
/ Healthcare Disparities - statistics & numerical data
/ Help seeking behavior
/ Hospitalization
/ Hospitals
/ Humans
/ Insurance coverage
/ Male
/ Mania
/ Medical records
/ Mental depression
/ Mental disorders
/ Mental health
/ Mental health services
/ Mental Health Services - statistics & numerical data
/ Middle Aged
/ Original Article
/ Outpatient treatment
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patients
/ Psychosis
/ Schizophrenia
/ Schizophrenia - epidemiology
/ Schizophrenia - therapy
/ Self destructive behavior
/ Social Class
/ Social interactions
/ Social Support
/ Socioeconomic factors
/ Socioeconomic status
/ Suicidal behavior
/ Suicidal ideation
/ Suicide
/ Suicides & suicide attempts
/ Symptoms
/ Travel
/ Treatment outcomes
/ Universal Health Care
/ Young Adult
2025
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Socioeconomic and geographic disparities in psychiatric outcomes under Colombia’s universal healthcare system
by
Arias, Alejandro
, Song, Janet
, Diaz-Zuluaga, Ana M.
, Gerdes, Greta
, Castaño-Ramirez, Mauricio
, Service, Susan K.
, Lopez-Jaramillo, Carlos
, Crossley, Nicolas A.
, Freimer, Nelson B.
, Ramirez-Diaz, Ana M.
, Olde Loohuis, Loes M.
in
Access
/ Adult
/ Affective disorders
/ Bipolar disorder
/ Bipolar Disorder - epidemiology
/ Bipolar Disorder - therapy
/ Clinical outcomes
/ Colombia - epidemiology
/ Computerized medical records
/ Delusions
/ Depressive Disorder, Major - epidemiology
/ Depressive Disorder, Major - therapy
/ Depressive personality disorders
/ Education
/ Electronic Health Records
/ Electronic medical records
/ Families & family life
/ Female
/ Geography
/ Health care
/ Health care access
/ Health records
/ Health services
/ Health Services Accessibility - statistics & numerical data
/ Health services utilization
/ Healthcare Disparities - statistics & numerical data
/ Help seeking behavior
/ Hospitalization
/ Hospitals
/ Humans
/ Insurance coverage
/ Male
/ Mania
/ Medical records
/ Mental depression
/ Mental disorders
/ Mental health
/ Mental health services
/ Mental Health Services - statistics & numerical data
/ Middle Aged
/ Original Article
/ Outpatient treatment
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patients
/ Psychosis
/ Schizophrenia
/ Schizophrenia - epidemiology
/ Schizophrenia - therapy
/ Self destructive behavior
/ Social Class
/ Social interactions
/ Social Support
/ Socioeconomic factors
/ Socioeconomic status
/ Suicidal behavior
/ Suicidal ideation
/ Suicide
/ Suicides & suicide attempts
/ Symptoms
/ Travel
/ Treatment outcomes
/ Universal Health Care
/ Young Adult
2025
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Socioeconomic and geographic disparities in psychiatric outcomes under Colombia’s universal healthcare system
by
Arias, Alejandro
, Song, Janet
, Diaz-Zuluaga, Ana M.
, Gerdes, Greta
, Castaño-Ramirez, Mauricio
, Service, Susan K.
, Lopez-Jaramillo, Carlos
, Crossley, Nicolas A.
, Freimer, Nelson B.
, Ramirez-Diaz, Ana M.
, Olde Loohuis, Loes M.
in
Access
/ Adult
/ Affective disorders
/ Bipolar disorder
/ Bipolar Disorder - epidemiology
/ Bipolar Disorder - therapy
/ Clinical outcomes
/ Colombia - epidemiology
/ Computerized medical records
/ Delusions
/ Depressive Disorder, Major - epidemiology
/ Depressive Disorder, Major - therapy
/ Depressive personality disorders
/ Education
/ Electronic Health Records
/ Electronic medical records
/ Families & family life
/ Female
/ Geography
/ Health care
/ Health care access
/ Health records
/ Health services
/ Health Services Accessibility - statistics & numerical data
/ Health services utilization
/ Healthcare Disparities - statistics & numerical data
/ Help seeking behavior
/ Hospitalization
/ Hospitals
/ Humans
/ Insurance coverage
/ Male
/ Mania
/ Medical records
/ Mental depression
/ Mental disorders
/ Mental health
/ Mental health services
/ Mental Health Services - statistics & numerical data
/ Middle Aged
/ Original Article
/ Outpatient treatment
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patients
/ Psychosis
/ Schizophrenia
/ Schizophrenia - epidemiology
/ Schizophrenia - therapy
/ Self destructive behavior
/ Social Class
/ Social interactions
/ Social Support
/ Socioeconomic factors
/ Socioeconomic status
/ Suicidal behavior
/ Suicidal ideation
/ Suicide
/ Suicides & suicide attempts
/ Symptoms
/ Travel
/ Treatment outcomes
/ Universal Health Care
/ Young Adult
2025
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Socioeconomic and geographic disparities in psychiatric outcomes under Colombia’s universal healthcare system
Journal Article
Socioeconomic and geographic disparities in psychiatric outcomes under Colombia’s universal healthcare system
2025
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Overview
Despite growing healthcare coverage, disparities in access to and outcomes of psychiatric care persist, even in countries with universal healthcare. How socioeconomic status (SES), travel time, and social support individually and jointly affect psychiatric clinical trajectories remains largely unexplored.
We analyze electronic health records (EHRs) from patients diagnosed with bipolar disorder, major depressive disorder, or schizophrenia at Clínica San Juan de Dios Manizales. Using zero-inflated and standard negative binomial regression, we quantify the effects of SES, travel time, and family/social support on utilization, clinical outcomes, and symptoms of mania, psychosis, and suicidality. A mixed-effects model examines how care-seeking patterns affect visit-to-visit variability in outcomes.
Among 21,095 patients, utilization is lower for those with low SES (rate ratio [RR] 0.92, 95% CI: 0.90-0.95,
= 1.27e-10) and longer travel times (RR 0.94, 95% CI: 0.93-0.95,
= 1.19e-53). Patients with low SES are more likely to have severe symptoms (e.g., delusions: RR 1.28, 95% CI: 1.20-1.37,
= 2.57e-15) and require hospitalization (RR 1.10, 95% CI: 1.05-1.15,
= 1.94e-04), suggesting they primarily seek care when critical. Longer travel differentially affects those with low SES. However, the relationship between SES and adverse outcomes is less pronounced when living with family (e.g., hospitalizations: LRT,
= 47.08, df = 3,
= 3.35e-10). Frequent outpatient care is associated with lower odds of hospitalization, suicidality, and other symptoms.
Findings demonstrate use of EHRs to model patient outcomes, the important role of social support, and need for improved healthcare accessibility.
Publisher
Cambridge University Press
Subject
/ Adult
/ Bipolar Disorder - epidemiology
/ Computerized medical records
/ Depressive Disorder, Major - epidemiology
/ Depressive Disorder, Major - therapy
/ Depressive personality disorders
/ Female
/ Health Services Accessibility - statistics & numerical data
/ Healthcare Disparities - statistics & numerical data
/ Humans
/ Male
/ Mania
/ Mental Health Services - statistics & numerical data
/ Patient Acceptance of Health Care - statistics & numerical data
/ Patients
/ Schizophrenia - epidemiology
/ Suicide
/ Symptoms
/ Travel
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