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Gutiérrez G, Goicoa T, Ugarte MD, Aranguren L, Corrales A, Gil-Berrozpe G, Librero J, Sánchez-Torres AM, Peralta V, García de Jalon E, Cuesta MJ, Martínez M, Otero M, Azcarate L, Pereda N, Monclús F, Moreno L, Fernández A, Ariz MC, Sabaté A, Aquerreta A, Aguirre I, Lizarbe T, Begué MJ. Small area variations in non-affective first-episode psychosis: the role of socioeconomic and environmental factors. Eur Arch Psychiatry Clin Neurosci 2024; 274:1497-1506. [PMID: 37612449 DOI: 10.1007/s00406-023-01665-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 07/31/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND There is strong evidence supporting the association between environmental factors and increased risk of non-affective psychotic disorders. However, the use of sound statistical methods to account for spatial variations associated with environmental risk factors, such as urbanicity, migration, or deprivation, is scarce in the literature. METHODS We studied the geographical distribution of non-affective first-episode psychosis (NA-FEP) in a northern region of Spain (Navarra) during a 54-month period considering area-level socioeconomic indicators as putative explanatory variables. We used several Bayesian hierarchical Poisson models to smooth the standardized incidence ratios (SIR). We included neighborhood-level variables in the spatial models as covariates. RESULTS We identified 430 NA-FEP cases over a 54-month period for a population at risk of 365,213 inhabitants per year. NA-FEP incidence risks showed spatial patterning and a significant ecological association with the migrant population, unemployment, and consumption of anxiolytics and antidepressants. The high-risk areas corresponded mostly to peripheral urban regions; very few basic health sectors of rural areas emerged as high-risk areas in the spatial models with covariates. DISCUSSION Increased rates of unemployment, the migrant population, and consumption of anxiolytics and antidepressants showed significant associations linked to the spatial-geographic incidence of NA-FEP. These results may allow targeting geographical areas to provide preventive interventions that potentially address modifiable environmental risk factors for NA-FEP. Further investigation is needed to understand the mechanisms underlying the associations between environmental risk factors and the incidence of NA-FEP.
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Affiliation(s)
- Gerardo Gutiérrez
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain
| | - Tomas Goicoa
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Statistics, Computer Science and Mathematics, Public University of Navarra, Pamplona, Spain
- Institute for Advanced Material and Mathematics, INAMAT2, Public University of Navarra, Pamplona, Spain
| | - María Dolores Ugarte
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Statistics, Computer Science and Mathematics, Public University of Navarra, Pamplona, Spain
- Institute for Advanced Material and Mathematics, INAMAT2, Public University of Navarra, Pamplona, Spain
| | - Lidia Aranguren
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain
| | - Asier Corrales
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain
| | - Gustavo Gil-Berrozpe
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Julián Librero
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Navarrabiomed, Navarra University Hospital, Public University of Navarra, Pamplona, Spain
| | - Ana M Sánchez-Torres
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Victor Peralta
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Elena García de Jalon
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Manuel J Cuesta
- Department of Psychiatry, Navarra University Hospital, Pamplona, Spain.
- Mental Health Department, Navarra Health Service-Osasunbidea, Pamplona, Spain.
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Wootten JC, Rodrigues R, Gilliland J, Carter B, Shariff SZ, Zhong S, Archie S, Edwards J, Elton-Marshall T, Myran DT, Palaniyappan L, Perlman CM, Seabrook JA, Murray RM, Anderson KK. The effect of non-medical cannabis retailer proximity on use of mental health services for psychotic disorders in Ontario, Canada. Int J Soc Psychiatry 2024; 70:308-318. [PMID: 37886802 DOI: 10.1177/00207640231206053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
BACKGROUND Cannabis is associated with the onset and persistence of psychotic disorders. Evidence suggests that accessibility of substances is associated with an increased risk of use-related harms. We sought to examine the effect of residing in proximity to non-medical cannabis retailers on the prevalence of health service use for psychosis. METHODS We conducted a cross-sectional study using linked health administrative data, and used geospatial analyses to determine whether people in Ontario, Canada (aged 14-60 years) resided within walking (1.6 km) or driving (5.0 km) distance of non-medical cannabis retailers (open as of February-2020). We identified outpatient visits, emergency department (ED) visits, and hospitalizations for psychotic disorders between 01-April-2019 and 17-March-2020. We used zero-inflated Poisson regression models and gamma generalized linear models to estimate the association between cannabis retailer proximity and indicators of health service use. RESULTS Non-medical cannabis retailers were differentially located in areas with high levels of marginalization and pre-existing health service use for psychosis. People residing within walking or driving distance of a cannabis retailer had a higher rate of psychosis-related outpatient visits, ED visits, and hospitalizations, compared to people living outside these areas. This effect was stronger among those with no prior service use for psychosis. CONCLUSIONS Proximity to a non-medical cannabis retailer was associated with higher health service use for psychosis, even after adjustment for prior health service use. These findings suggest that opening of non-medical cannabis retailers could worsen the burden of psychosis on mental health services in areas with high-risk populations.
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Affiliation(s)
- Jared C Wootten
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Rebecca Rodrigues
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Jason Gilliland
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Department of Pediatrics, Western University, London, ON, Canada
- Department of Geography and Environment, Western University, London, ON, Canada
- Lawson Health Research Institute, London Health Sciences Centre, ON, Canada
| | | | - Salimah Z Shariff
- Lawson Health Research Institute, London Health Sciences Centre, ON, Canada
- ICES Western, London, ON, Canada
- Department of Nursing, Western University, London, ON, Canada
| | - Shiran Zhong
- Department of Geography and Environment, Western University, London, ON, Canada
| | - Suzanne Archie
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Jordan Edwards
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Tara Elton-Marshall
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, ON, Canada
- Institute of Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, ON, Canada
| | - Daniel Thomas Myran
- Department of Family Medicine, University of Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, ON, Canada
- ICES uOttawa, Ottawa Hospital Research Institute, ON, Canada
| | - Lena Palaniyappan
- Department of Psychiatry, Western University, London, ON, Canada
- Department of Psychiatry, Douglas Mental Health University Institute, McGill University, Montreal, PQ, Canada
| | | | - Jamie A Seabrook
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Department of Pediatrics, Western University, London, ON, Canada
- Lawson Health Research Institute, London Health Sciences Centre, ON, Canada
- School of Food and Nutritional Sciences, Brescia University College, London, ON, Canada
| | - Robin M Murray
- Institute of Psychiatry, Psychology, and Neuroscience, King's College London, UK
| | - Kelly K Anderson
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Lawson Health Research Institute, London Health Sciences Centre, ON, Canada
- ICES Western, London, ON, Canada
- Department of Psychiatry, Western University, London, ON, Canada
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3
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Ku BS, Addington J, Bearden CE, Cadenhead KS, Cannon TD, Compton MT, Cornblatt BA, Druss BG, Gülöksüz S, Mathalon DH, Perkins DO, Tsuang MT, Walker EF, Woods SW, Carrión RE. Associations Between Childhood Area-Level Social Fragmentation, Maladaptation to School, and Social Functioning Among Healthy Youth and Those at Clinical High Risk for Psychosis. Schizophr Bull 2023; 49:1437-1446. [PMID: 37358832 PMCID: PMC10686327 DOI: 10.1093/schbul/sbad093] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/27/2023]
Abstract
BACKGROUND AND HYPOTHESIS Although studies have identified social fragmentation as an important risk factor for schizophrenia and other psychotic disorders, it is unknown whether it may impact social functioning. This study investigates whether social fragmentation during childhood predicts maladaptation to school as well as social functioning during childhood and adulthood. STUDY DESIGN Data were collected from the North American Prodrome Longitudinal Study. Participants included adults at clinical high risk for psychosis (CHR-P) and healthy comparisons (HC). Maladaptation to school and social functioning during childhood were assessed retrospectively and social functioning in adulthood was assessed at baseline. STUDY RESULTS Greater social fragmentation during childhood was associated with greater maladaptation to school (adjusted β = 0.21; 95% CI: 0.02 to 0.40). Social fragmentation was not associated with social functioning during childhood (unadjusted β = -0.08; 95% CI: -0.31 to 0.15). However, greater social fragmentation during childhood predicted poorer social functioning in adulthood (adjusted β = -0.43; 95% CI: -0.79 to -0.07). Maladaptation to school mediated 15.7% of the association between social fragmentation and social functioning. The association between social fragmentation and social functioning was stronger among adults at CHR-P compared to HC (adjusted β = -0.42; 95% CI: -0.82 to -0.02). CONCLUSIONS This study finds that social fragmentation during childhood is associated with greater maladaptation to school during childhood, which in turn predicts poorer social functioning in adulthood. Further research is needed to disentangle aspects of social fragmentation that may contribute to social deficits, which would have implications for the development of effective interventions at the individual and community levels.
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Affiliation(s)
- Benson S Ku
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Jean Addington
- Department of Psychiatry, University of Calgary, Calgary, AB, Canada
| | - Carrie E Bearden
- Departments of Psychiatry and Biobehavioral Sciences and Psychology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA
| | | | - Tyrone D Cannon
- Department of Psychiatry, Yale University, New Haven, CT, USA
- Department of Psychology, Yale University, New Haven, CT, USA
| | - Michael T Compton
- Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, and New York State Psychiatric Institute, New York, NY, USA
| | - Barbara A Cornblatt
- Division of Psychiatry Research, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, USA
- Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Benjamin G Druss
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Sinan Gülöksüz
- Department of Psychiatry, Yale University, New Haven, CT, USA
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Daniel H Mathalon
- Department of Psychiatry, University of California, and San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Diana O Perkins
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA
| | - Ming T Tsuang
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Elaine F Walker
- Department of Psychology, Emory University, Atlanta, GA, USA
| | - Scott W Woods
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Ricardo E Carrión
- Division of Psychiatry Research, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, USA
- Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
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Rotenberg M, Tuck A, Anderson KK, McKenzie K. Green Space and the Incidence of Schizophrenia in Toronto, Canada. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2022; 67:238-240. [PMID: 35118891 PMCID: PMC8935593 DOI: 10.1177/07067437221076722] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Martin Rotenberg
- Department of Psychiatry, 7938University of Toronto, Toronto, Ontario, Canada.,7978Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Andrew Tuck
- 7978Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Kelly K Anderson
- Department of Epidemiology & Biostatistics, The University of Western Ontario, Toronto, Ontario, Canada.,Department of Psychiatry, The University of Western Ontario, London, Ontario, Canada
| | - Kwame McKenzie
- Department of Psychiatry, 7938University of Toronto, Toronto, Ontario, Canada.,7978Centre for Addiction and Mental Health, Toronto, Ontario, Canada
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