Comparing algorithms for deriving psychosis diagnoses from longitudinal administrative clinical records

Journal article

Sara, Grant, Luo, Luming, Carr, Vaughn J., Raudino, Alessandra, Green, Melissa J., Laurens, Kristin R., Dean, Kimberlie, Cohen, Martin, Burgess, Philip and Morgan, Vera A.. (2014). Comparing algorithms for deriving psychosis diagnoses from longitudinal administrative clinical records. Social Psychiatry and Psychiatric Epidemiology. 49(11), pp. 1729 - 1737. https://doi.org/10.1007/s00127-014-0881-5
AuthorsSara, Grant, Luo, Luming, Carr, Vaughn J., Raudino, Alessandra, Green, Melissa J., Laurens, Kristin R., Dean, Kimberlie, Cohen, Martin, Burgess, Philip and Morgan, Vera A.
Abstract

Registers derived from administrative datasets are valuable tools in psychosis research, but diagnostic accuracy can be problematic. We sought to compare the relative performance of four methods for assigning a single diagnosis from longitudinal administrative clinical records when compared with reference diagnoses.

Keywordspsychosis; diagnosis; algorithm; registers
Year2014
JournalSocial Psychiatry and Psychiatric Epidemiology
Journal citation49 (11), pp. 1729 - 1737
PublisherSpringer Medizin
ISSN0933-7954
Digital Object Identifier (DOI)https://doi.org/10.1007/s00127-014-0881-5
Scopus EID2-s2.0-84919866383
Page range1729 - 1737
Publisher's version
File Access Level
Controlled
Place of publicationGermany
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Sara, Grant, Luo, Luming, Carr, Vaughn J., Raudino, Alessandra, Green, Melissa J., Laurens, Kristin R., Dean, Kimberlie, Cohen, Martin, Burgess, Philip and Morgan, Vera A.. (2014). Comparing algorithms for deriving psychosis diagnoses from longitudinal administrative clinical records. Social Psychiatry and Psychiatric Epidemiology. 49(11), pp. 1729 - 1737. https://doi.org/10.1007/s00127-014-0881-5
Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach
Gould, Ian C., Shepherd, Alana M., Laurens, Kristin R., Cairns, Murray J., Carr, Vaughn J. and Green, Melissa J.. (2014). Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach. NeuroImage: Clinical. 6, pp. 229 - 236. https://doi.org/10.1016/j.nicl.2014.09.009
Modelling psychosocial influences on the distress and impairment caused by psychotic-like experiences in children and adolescents
Ames, Catherine, Jolley, Suzanne, Laurens, Kristin R., Maddox, Lucy, Corrigall, Richard, Browning, Sophie, Hirsch, Colette R., Hassanali, Nedah, Bracegirdle, Karen and Kuipers, Elizabeth. (2014). Modelling psychosocial influences on the distress and impairment caused by psychotic-like experiences in children and adolescents. European Child and Adolescent Psychiatry. 23(8), pp. 715 - 722. https://doi.org/10.1007/s00787-013-0500-0
Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach
Gould, Ian C., Shepherd, Alana M., Laurens, Kristin R., Cairns, Murray J., Carr, Vaughn J. and Green, Melissa J.. (2014). Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach. NeuroImage: Clinical. 6, pp. 229 - 236. https://doi.org/10.1016/j.nicl.2014.09.009
Misperceptions of facial emotions among youth aged 9-14 years who present multiple antecedents of schizophrenia
Dickson, Hannah, Calkins, Monica E., Kohler, Christian G., Hodgins, Sheilagh and Laurens, Kristin R.. (2014). Misperceptions of facial emotions among youth aged 9-14 years who present multiple antecedents of schizophrenia. Schizophrenia Bulletin. 40(2), pp. 460 - 468. https://doi.org/10.1093/schbul/sbs193
Modelling psychosocial influences on the distress and impairment caused by psychotic-like experiences in children and adolescents
Ames, Catherine S., Jolley, Suzanne, Laurens, Kristin R., Maddox, Lucy, Corrigall, Richard, Browning, Sophie, Hirsch, Colette R., Hassanali, Nedah, Bracegirdle, Karen and Kuipers, Elizabeth. (2014). Modelling psychosocial influences on the distress and impairment caused by psychotic-like experiences in children and adolescents. European Child and Adolescent Psychiatry. 23(8), pp. 715 - 722. https://doi.org/10.1007/s00787-013-0500-0
Misperceptions of facial emotions among youth aged 9-14 years who present multiple antecedents of schizophrenia
Dickson, Hannah, Calkins, Monica E., Kohler, Christian G., Hodgins, Sheilagh and Laurens, Kristin R.. (2014). Misperceptions of facial emotions among youth aged 9-14 years who present multiple antecedents of schizophrenia. Schizophrenia Bulletin. 40(2), pp. 460 - 468. https://doi.org/10.1093/schbul/sbs193
Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach
Gould, Ian C., Shepherd, Alana M., Laurens, Kristin R., Cairns, Murray J., Carr, Vaughn J. and Green, Melissa J.. (2014). Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach. NeuroImage: Clinical. 6, pp. 229 - 236. https://doi.org/10.1016/j.nicl.2014.09.009
Birth outcomes and academic achievement in childhood: A population record linkage study
Moore, Elizabeth, Harris, Felicity, Laurens, Kristin R., Green, Melissa J., Brinkman, Sally, Lenroot, Rhoshel K. and Carr, Vaughan J.. (2014). Birth outcomes and academic achievement in childhood: A population record linkage study. Journal of Early Childhood Research. 12(3), pp. 234 - 250. https://doi.org/10.1177/1476718X13515425
Cognitive impairment among children at-risk for schizophrenia
Dickson, Hannah, Cullen, Alexis E., Reichenberg, Abraham, Hodgins, Sheilagh, Campbell, Desmond D., Morris, Robin G. and Laurens, Kristin. (2014). Cognitive impairment among children at-risk for schizophrenia. Journal of Psychiatric Research. 50(1), pp. 92 - 99. https://doi.org/10.1016/j.jpsychires.2013.12.003
Birth outcomes and academic achievement in childhood: A population record linkage study
Moore, Elizabeth A., Harris, Felicity, Laurens, Kristin R., Green, Melissa J., Brinkman, Sally, Lenroot, Rhoshel K. and Carr, Vaughn J.. (2014). Birth outcomes and academic achievement in childhood: A population record linkage study. Journal of Early Childhood Research. 12(3), pp. 234 - 250. https://doi.org/10.1177/1476718X13515425
Daily stressors and negative life events in children at elevated risk of developing schizophrenia
Cullen, Alexis E., Fisher, Helen L., Roberts, Ruth E., Pariante, C. M. and Laurens, Kristin. (2014). Daily stressors and negative life events in children at elevated risk of developing schizophrenia. British Journal of Psychiatry. 204(5), pp. 354 - 360. https://doi.org/10.1192/bjp.bp.113.127001
Daily stressors and negative life events in children at elevated risk of developing schizophrenia
Cullen, Alexis E., Fisher, Helen L., Roberts, Ruth E., Pariante, Carmine M. and Laurens, Kristin R.. (2014). Daily stressors and negative life events in children at elevated risk of developing schizophrenia. British Journal of Psychiatry. 204(5), pp. 354 - 360. https://doi.org/10.1192/bjp.bp.113.127001
Persisting psychotic-like experiences are associated with both externalising and internalising psychopathology in a longitudinal general population child cohort
Downs, Johnny M., Cullen, Alexis E., Barragan, Marcela and Laurens, Kristin R.. (2013). Persisting psychotic-like experiences are associated with both externalising and internalising psychopathology in a longitudinal general population child cohort. Schizophrenia Research. 144(1-3), pp. 99 - 104. https://doi.org/10.1016/j.schres.2012.12.009
Temporal lobe volume abnormalities precede the prodrome: A study of children presenting antecedents of schizophrenia
Cullen, Alexis E., De Brito, Stéphane A., Gregory, Sarah L., Murray, Robin M., Williams, Steven C. R., Hodgins, Sheilagh and Laurens, Kristin R.. (2013). Temporal lobe volume abnormalities precede the prodrome: A study of children presenting antecedents of schizophrenia. Schizophrenia Bulletin. 39(6), pp. 1318 - 1327. https://doi.org/10.1093/schbul/sbs128
Temporal lobe volume abnormalities precede the prodrome: A study of children presenting antecedents of schizophrenia
Cullen, Alexis E., De Brito, Stéphane A., Gregory, Sarah L., Murray, Robin M., Williams, Steven C. R., Hodgins, Sheilagh and Laurens, Kristin R.. (2013). Temporal lobe volume abnormalities precede the prodrome: A study of children presenting antecedents of schizophrenia. Schizophrenia Bulletin. 39(6), pp. 1318 - 1327. https://doi.org/10.1093/schbul/sbs128
Mismatch negativity (MMN) and sensory auditory processing in children aged 9-12 years presenting with putative antecedents of schizophrenia
Bruggemann, Jason M., Stockill, Helen V., Lenroot, Rhoshel K. and Laurens, Kristin R.. (2013). Mismatch negativity (MMN) and sensory auditory processing in children aged 9-12 years presenting with putative antecedents of schizophrenia. International Journal of Psychophysiology. 89(3), pp. 374 - 380. https://doi.org/10.1016/j.ijpsycho.2013.05.008
Cognitive behavioural therapy for unusual experiences in children: A case series
Maddox, Lucy, Jolley, Suzanne, Laurens, Kristin R., Hirsch, Colette, Hodgins, Sheilagh, Browning, Sophie, Bravery, Louisa, Bracegirdle, Karen, Smith, Patrick and Kuipers, Elizabeth. (2013). Cognitive behavioural therapy for unusual experiences in children: A case series. Behavioural and Cognitive Psychotherapy. 41(3), pp. 344 - 358. https://doi.org/10.1017/S1352465812000343
Systematic meta-analysis of childhood social withdrawal in schizophrenia, and comparison with data from at-risk children aged 9-14 years
Matheson, Sandra L., Vijayan, Hena, Dickson, Hannah, Shepherd, Alana M., Carr, Vaughn J. and Laurens, Kristin R.. (2013). Systematic meta-analysis of childhood social withdrawal in schizophrenia, and comparison with data from at-risk children aged 9-14 years. Journal of Psychiatric Research. 47(8), pp. 1061 - 1068. https://doi.org/10.1016/j.jpsychires.2013.03.013
Persisting psychotic-like experiences are associated with both externalising and internalising psychopathology in a longitudinal general population child cohort
Downs, Johnny M., Cullen, Alexis E., Barragan, Marcela and Laurens, Kristin R.. (2013). Persisting psychotic-like experiences are associated with both externalising and internalising psychopathology in a longitudinal general population child cohort. Schizophrenia Research. 144, pp. 99 - 104. https://doi.org/10.1016/j.schres.2012.12.009
Systematic meta-analysis of childhood social withdrawal in schizophrenia, and comparison with data from at-risk children aged 9-14 years
Matheson, Sandra L., Vijayan, Hena, Dickson, Hannah, Shepherd, Alana M., Carr, Vaughn J. and Laurens, Kristin R.. (2013). Systematic meta-analysis of childhood social withdrawal in schizophrenia, and comparison with data from at-risk children aged 9-14 years. Journal of Psychiatric Research. 47(8), pp. 1061 - 1068. https://doi.org/10.1016/j.jpsychires.2013.03.013
Childhood adversity in schizophrenia: A systematic meta-analysis
Matheson, S. L., Shepherd, Alana M., Pinchbeck, R. M., Laurens, Kristin and Carr, Vaughn J.. (2013). Childhood adversity in schizophrenia: A systematic meta-analysis. Psychological Medicine. 43(2), pp. 225 - 238. https://doi.org/10.1017/S0033291712000785
Childhood adversity in schizophrenia: A systematic meta-analysis
Matheson, S. L., Shepherd, Alana M., Pinchbeck, R. M., Laurens, Kristin and Carr, Vaughn J.. (2013). Childhood adversity in schizophrenia: A systematic meta-analysis. Psychological Medicine. 43(2), pp. 225 - 238. https://doi.org/10.1017/S0033291712000785
Cognitive behavioural therapy for unusual experiences in children: A case series
Maddox, Lucy, Jolley, Suzanne, Laurens, Kristin R., Hirsch, Colette, Hodgins, Sheilagh, Browning, Sophie, Bravery, Louisa, Bracegirdle, Karen, Smith, Patrick and Kuipers, Elizabeth. (2013). Cognitive behavioural therapy for unusual experiences in children: A case series. Behavioural and Cognitive Psychotherapy. 41(3), pp. 344 - 358. https://doi.org/10.1017/S1352465812000343
Mismatch Negativity (MMN) and sensory auditory processing in children aged 9-12years presenting with putative antecedents of schizophrenia
Bruggemann, Jason M., Stockill, Helen V., Lenroot, Rhoshel K. and Laurens, Kristin R.. (2013). Mismatch Negativity (MMN) and sensory auditory processing in children aged 9-12years presenting with putative antecedents of schizophrenia. International Journal of Psychophysiology. 89(3), pp. 374 - 380. https://doi.org/10.1016/j.ijpsycho.2013.05.008
Meta-analyses of cognitive and motor function in youth aged 16 years and younger who subsequently develop schizophrenia
Dickson, Hannah, Laurens, Kristin, Cullen, Alexis E. and Hodgins, Sheilagh. (2012). Meta-analyses of cognitive and motor function in youth aged 16 years and younger who subsequently develop schizophrenia. Psychological Medicine. 42(4), pp. 743 - 755. https://doi.org/10.1017/S0033291711001693
Systematic meta-review and quality assessment of the structural brain alterations in schizophrenia
Shepherd, Alana M., Laurens, Kristin R., Matheson, Sandra L., Carr, Vaughn J. and Green, Melissa J.. (2012). Systematic meta-review and quality assessment of the structural brain alterations in schizophrenia. Neuroscience and Biobehavioral Reviews. 36(4), pp. 1342 - 1356. https://doi.org/10.1016/j.neubiorev.2011.12.015
Systematic meta-analysis of insula volume in schizophrenia
Shepherd, Alana M., Matheson, Sandra L., Laurens, Kristin R., Carr, Vaughn J. and Green, Melissa J.. (2012). Systematic meta-analysis of insula volume in schizophrenia. Biological Psychiatry. 72(9), pp. 775 - 784. https://doi.org/10.1016/j.biopsych.2012.04.020
Psychotic-like experiences in a community sample of 8000 children aged 9 to 11 years: An item response theory analysis
Laurens, Kristin R., Hobbs, M. J., Sunderland, M., Green, Melissa J. and Mould, G. L.. (2012). Psychotic-like experiences in a community sample of 8000 children aged 9 to 11 years: An item response theory analysis. Psychological Medicine. 42(7), pp. 1495 - 1506. https://doi.org/10.1017/S0033291711002108
Meta-analyses of cognitive and motor function in youth aged 16 years and younger who subsequently develop schizophrenia
Dickson, Hannah, Laurens, Kristin R., Cullen, Alexis E. and Hodgins, Sheilagh. (2012). Meta-analyses of cognitive and motor function in youth aged 16 years and younger who subsequently develop schizophrenia. Psychological Medicine. 42(4), pp. 743 - 755. https://doi.org/10.1017/S0033291711001693
Systematic meta-review and quality assessment of the structural brain alterations in schizophrenia
Shepherd, Alana M., Laurens, Kristin R., Matheson, Sandra L., Carr, Vaughan J. and Green, Melissa J.. (2012). Systematic meta-review and quality assessment of the structural brain alterations in schizophrenia. Neuroscience and Biobehavioral Reviews. 36(4), pp. 1342 - 1356. https://doi.org/10.1016/j.neubiorev.2011.12.015
Comorbidity of conduct disorder symptoms and internalizing problems in children: Investigating a community and a clinical sample
Polier, Georg G., Vloet, Timo D., Herpertz-Dahlmann, Beate, Laurens, Kristin R. and Hodgins, Sheilagh. (2012). Comorbidity of conduct disorder symptoms and internalizing problems in children: Investigating a community and a clinical sample. European Child and Adolescent Psychiatry. 21(1), pp. 31 - 38. https://doi.org/10.1007/s00787-011-0229-6
Movement abnormalities and psychotic-like experiences in childhood: Markers of developing schizophrenia?
MacManus, D., Laurens, Kristin R., Walker, E. F., Brasfield, J. L., Riaz, M. and Hodgins, Sheilagh. (2012). Movement abnormalities and psychotic-like experiences in childhood: Markers of developing schizophrenia? Psychological Medicine. 42(1), pp. 99 - 109. https://doi.org/10.1017/S0033291711001085
Systematic meta-analysis of insula volume in schizophrenia
Shepherd, Alana M., Matheson, Sandra L., Laurens, Kristin R., Carr, Vaughan J. and Green, Melissa J.. (2012). Systematic meta-analysis of insula volume in schizophrenia. Biological Psychiatry. 72(9), pp. 775 - 784. https://doi.org/10.1016/j.biopsych.2012.04.020
Comorbidity of conduct disorder symptoms and internalizing problems in children: Investigating a community and a clinical sample
Polier, Georg G., Vloet, Timo D., Herpertz-Dahlmann, Beate, Laurens, Kristin R. and Hodgins, Sheilagh. (2012). Comorbidity of conduct disorder symptoms and internalizing problems in children: Investigating a community and a clinical sample. European Child and Adolescent Psychiatry. 21(1), pp. 31 - 38. https://doi.org/10.1007/s00787-011-0229-6
Movement abnormalities and psychotic-like experiences in childhood: Markers of developing schizophrenia?
MacManus, D., Laurens, Kristin, Walker, E. F., Brasfield, J. L., Riaz, M. and Hodgins, Sheilagh. (2012). Movement abnormalities and psychotic-like experiences in childhood: Markers of developing schizophrenia? Psychological Medicine. 42(1), pp. 99 - 109. https://doi.org/10.1017/S0033291711001085
Psychotic-like experiences in a community sample of 8000 children aged 9 to 11 years: An item response theory analysis
Laurens, Kristin, Hobbs, M. J., Sunderland, M., Green, Melissa and Mould, G. L.. (2012). Psychotic-like experiences in a community sample of 8000 children aged 9 to 11 years: An item response theory analysis. Psychological Medicine. 42(7), pp. 1495 - 1506. https://doi.org/10.1017/S0033291711002108
Theory of Mind', psychotic-like experiences and psychometric schizotypy in adolescents from the general population
Barragan, Marcela, Laurens, Kristin R., Navarro, Jose Blas and Obiols, Jordi E.. (2011). Theory of Mind', psychotic-like experiences and psychometric schizotypy in adolescents from the general population. Psychiatry Research. 186(2-3), pp. 225 - 231. https://doi.org/10.1016/j.psychres.2010.07.051
A systematic meta-review grading the evidence for non-genetic risk factors and putative antecedents of schizophrenia
Matheson, Sandra L., Shepherd, Alana M., Laurens, Kristin R. and Carr, Vaughn J.. (2011). A systematic meta-review grading the evidence for non-genetic risk factors and putative antecedents of schizophrenia. Schizophrenia Research. 133(1-3), pp. 133 - 142. https://doi.org/10.1016/j.schres.2011.09.020
Is earlier intervention for schizophrenia possible? Identifying antecedents of schizophrenia in children aged 9-12 years
Laurens, Kristin, Hodgins, Sheilagh, Taylor, Erica and Murray, Robin M.. (2011). Is earlier intervention for schizophrenia possible? Identifying antecedents of schizophrenia in children aged 9-12 years. In In David, Anthony S., Kapur, Shitij and McGuffin, Peter (Ed.). Schizophrenia : The final frontier - A festschrift for Robin M. Murray pp. 19-32 Psychology Press. https://doi.org/10.4324/9780203808771
A systematic meta-review grading the evidence for non-genetic risk factors and putative antecedents of schizophrenia
Matheson, Sandra L., Shepherd, Alana M., Laurens, Kristin R. and Carr, Vaughn J.. (2011). A systematic meta-review grading the evidence for non-genetic risk factors and putative antecedents of schizophrenia. Schizophrenia Research. 133, pp. 133 - 142. https://doi.org/10.1016/j.schres.2011.09.020
Psychotic-like experiences and depressive symptoms in a community sample of adolescents
Barragan, Marcela, Laurens, Kristin, Navarro, J. B. and Obiols, J. E.. (2011). Psychotic-like experiences and depressive symptoms in a community sample of adolescents. European Psychiatry. 26(6), pp. 396 - 401. https://doi.org/10.1016/j.eurpsy.2010.12.007
'Theory of Mind', psychotic-like experiences and psychometric schizotypy in adolescents from the general population
Barragan, Marcela, Laurens, Kristin, Navarro, J. B. and Obiols, J. E.. (2011). 'Theory of Mind', psychotic-like experiences and psychometric schizotypy in adolescents from the general population. Psychiatry Research. 186(2017-03-02), pp. 225 - 231. https://doi.org/10.1016/j.psychres.2010.07.051
Psychotic-like experiences and depressive symptoms in a community sample of adolescents
Barragan, Marcela, Laurens, Kristin, Navarro, J. B. and Obiols, J. E.. (2011). Psychotic-like experiences and depressive symptoms in a community sample of adolescents. European Psychiatry. 26(6), pp. 396 - 401. https://doi.org/10.1016/j.eurpsy.2010.12.007