Multivariate associations between cognition and neighborhood geospatial characteristics in schizophrenia
Cognitive impairment contributes to functional impairment in schizophrenia. Yet, little is known about how environmental characteristics are related to cognition in schizophrenia. By examining how cognition and the environment are intertwined, it may be possible to identify modifiable risk and prote...
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Published in: | Asian journal of psychiatry Vol. 84; p. 103593 |
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Abstract | Cognitive impairment contributes to functional impairment in schizophrenia. Yet, little is known about how environmental characteristics are related to cognition in schizophrenia. By examining how cognition and the environment are intertwined, it may be possible to identify modifiable risk and protective factors that can improve cognitive outcomes in schizophrenia. We aimed to identify multivariate associations between cognition and three geospatial characteristics (built-space density, habitable green spaces, and public spaces for social interaction) within one’s immediate neighborhood among individuals with schizophrenia. We recruited participants with schizophrenia from three sites – an urban metropolitan and two towns in southern India. We administered standard cognitive assessments and performed a principal axis factoring to identify episodic memory, cognitive control, and social inference-making factors for use in further analyses. We estimated geospatial characteristics of an individual’s neighborhood, i.e., up to 1 km2 around the residence, by sourcing data from Google Earth. We performed unconditional and conditional (to examine the effect of clinical covariates) canonical correlation analyses to understand the multivariate relationship between cognition and geospatial characteristics. We analyzed data from 208 participants; the first canonical cognitive variate (higher social inference-making and poorer cognitive control) shared 24% of the variance (r = 0.49; P < 0.001) with the first geospatial variate (lower built density and poorer access to public spaces). Years of education, age at onset, and place of residence significantly modulated this relationship. We observe differential associations of the built environment with social and non-social cognition in schizophrenia, and highlight the clinical and demographic characteristics that shape these associations.
•The multivariate relationship between cognition and neighborhood geospatial characteristics in schizophrenia was examined.•Lower built density and public spaces were associated with higher social inference-making and poorer cognitive control.•Years of education, age at onset, and place of residence significantly modulated this multivariate relationship.•The neighborhood built environment has differential associations with social and non-social cognition in schizophrenia. |
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AbstractList | Cognitive impairment contributes to functional impairment in schizophrenia. Yet, little is known about how environmental characteristics are related to cognition in schizophrenia. By examining how cognition and the environment are intertwined, it may be possible to identify modifiable risk and protective factors that can improve cognitive outcomes in schizophrenia. We aimed to identify multivariate associations between cognition and three geospatial characteristics (built-space density, habitable green spaces, and public spaces for social interaction) within one's immediate neighborhood among individuals with schizophrenia. We recruited participants with schizophrenia from three sites - an urban metropolitan and two towns in southern India. We administered standard cognitive assessments and performed a principal axis factoring to identify episodic memory, cognitive control, and social inference-making factors for use in further analyses. We estimated geospatial characteristics of an individual's neighborhood, i.e., up to 1 km
around the residence, by sourcing data from Google Earth. We performed unconditional and conditional (to examine the effect of clinical covariates) canonical correlation analyses to understand the multivariate relationship between cognition and geospatial characteristics. We analyzed data from 208 participants; the first canonical cognitive variate (higher social inference-making and poorer cognitive control) shared 24% of the variance (r = 0.49; P < 0.001) with the first geospatial variate (lower built density and poorer access to public spaces). Years of education, age at onset, and place of residence significantly modulated this relationship. We observe differential associations of the built environment with social and non-social cognition in schizophrenia, and highlight the clinical and demographic characteristics that shape these associations. Cognitive impairment contributes to functional impairment in schizophrenia. Yet, little is known about how environmental characteristics are related to cognition in schizophrenia. By examining how cognition and the environment are intertwined, it may be possible to identify modifiable risk and protective factors that can improve cognitive outcomes in schizophrenia. We aimed to identify multivariate associations between cognition and three geospatial characteristics (built-space density, habitable green spaces, and public spaces for social interaction) within one’s immediate neighborhood among individuals with schizophrenia. We recruited participants with schizophrenia from three sites – an urban metropolitan and two towns in southern India. We administered standard cognitive assessments and performed a principal axis factoring to identify episodic memory, cognitive control, and social inference-making factors for use in further analyses. We estimated geospatial characteristics of an individual’s neighborhood, i.e., up to 1 km2 around the residence, by sourcing data from Google Earth. We performed unconditional and conditional (to examine the effect of clinical covariates) canonical correlation analyses to understand the multivariate relationship between cognition and geospatial characteristics. We analyzed data from 208 participants; the first canonical cognitive variate (higher social inference-making and poorer cognitive control) shared 24% of the variance (r = 0.49; P < 0.001) with the first geospatial variate (lower built density and poorer access to public spaces). Years of education, age at onset, and place of residence significantly modulated this relationship. We observe differential associations of the built environment with social and non-social cognition in schizophrenia, and highlight the clinical and demographic characteristics that shape these associations. •The multivariate relationship between cognition and neighborhood geospatial characteristics in schizophrenia was examined.•Lower built density and public spaces were associated with higher social inference-making and poorer cognitive control.•Years of education, age at onset, and place of residence significantly modulated this multivariate relationship.•The neighborhood built environment has differential associations with social and non-social cognition in schizophrenia. |
ArticleNumber | 103593 |
Author | Satyanarayana, Padmashree Thirthalli, Jagadisha Ravisundar, Shashwath Kumar, C.Naveen Thekkumkara, Sreekanth N. Ibrahim, Ferose Azeez Mehta, Urvakhsh Meherwan Rakesh, KR Swetha, G. Kumar, Keshav J. Narayana, Aishwarya |
Author_xml | – sequence: 1 givenname: Ferose Azeez surname: Ibrahim fullname: Ibrahim, Ferose Azeez organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 2 givenname: Urvakhsh Meherwan surname: Mehta fullname: Mehta, Urvakhsh Meherwan email: urvakhsh@nimhans.ac.in, urvakhsh@gmail.com organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 3 givenname: Sreekanth N. surname: Thekkumkara fullname: Thekkumkara, Sreekanth N. organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 4 givenname: KR surname: Rakesh fullname: Rakesh, KR organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 5 givenname: G. surname: Swetha fullname: Swetha, G. organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 6 givenname: C.Naveen surname: Kumar fullname: Kumar, C.Naveen organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 7 givenname: Keshav J. surname: Kumar fullname: Kumar, Keshav J. organization: Clinical Psychology, National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India – sequence: 8 givenname: Aishwarya surname: Narayana fullname: Narayana, Aishwarya organization: Conscious Design Kalpa, Bangalore, India – sequence: 9 givenname: Shashwath surname: Ravisundar fullname: Ravisundar, Shashwath organization: Conscious Design Kalpa, Bangalore, India – sequence: 10 givenname: Padmashree surname: Satyanarayana fullname: Satyanarayana, Padmashree organization: Conscious Design Kalpa, Bangalore, India – sequence: 11 givenname: Jagadisha surname: Thirthalli fullname: Thirthalli, Jagadisha organization: Department of Psychiatry National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India |
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Keywords | Psychosis Urban exposome Neighborhood attributes Geographical information systems Neurocognition Living environment Social cognition |
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SubjectTerms | Cognition Cognitive Dysfunction - complications Cognitive Dysfunction - etiology Environment Geographical information systems Humans Living environment Neighborhood attributes Neurocognition Psychosis Residence Characteristics Schizophrenia - complications Schizophrenia - epidemiology Social cognition Urban exposome |
Title | Multivariate associations between cognition and neighborhood geospatial characteristics in schizophrenia |
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