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Estimating the incidence of first-episode psychosis using population-based health administrative data to inform early psychosis intervention services

Published online by Cambridge University Press:  12 October 2018

Kelly K. Anderson*
Affiliation:
Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada Department of Psychiatry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
Ross Norman
Affiliation:
Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada Department of Psychiatry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
Arlene G. MacDougall
Affiliation:
Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada Department of Psychiatry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
Jordan Edwards
Affiliation:
Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
Lena Palaniyappan
Affiliation:
Department of Psychiatry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
Cindy Lau
Affiliation:
Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
Paul Kurdyak
Affiliation:
Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada Centre for Addiction and Mental Health (CAMH), Toronto, Ontario, Canada Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
*
Author for correspondence: Kelly K. Anderson, E-mail: [email protected]

Abstract

Background

Discrepancies between population-based estimates of the incidence of psychotic disorder and the treated incidence reported by early psychosis intervention (EPI) programs suggest additional cases may be receiving services elsewhere in the health system. Our objective was to estimate the incidence of non-affective psychotic disorder in the catchment area of an EPI program, and compare this to EPI-treated incidence estimates.

Methods

We constructed a retrospective cohort (1997–2015) of incident cases of non-affective psychosis aged 16–50 years in an EPI program catchment using population-based linked health administrative data. Cases were identified by either one hospitalization or two outpatient physician billings within a 12-month period with a diagnosis of non-affective psychosis. We estimated the cumulative incidence and EPI-treated incidence of non-affective psychosis using denominator data from the census. We also estimated the incidence of first-episode psychosis (people who would meet the case definition for an EPI program) using a novel approach.

Results

Our case definition identified 3245 cases of incident non-affective psychosis over the 17-year period. We estimate that the incidence of first-episode non-affective psychosis in the program catchment area is 33.3 per 100 000 per year (95% CI 31.4–35.1), which is more than twice as high as the EPI-treated incidence of 18.8 per 100 000 per year (95% CI 17.4–20.3).

Conclusions

Case ascertainment strategies limited to specialized psychiatric services may substantially underestimate the incidence of non-affective psychotic disorders, relative to population-based estimates. Accurate information on the epidemiology of first-episode psychosis will enable us to more effectively resource EPI services and evaluate their coverage.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2018 

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References

Anderson, KK (2013) Health service registry data in psychiatric epidemiology: challenges for definition and interpretation. An editorial comment to: Okkels et al.’s ‘Changes in the diagnosed incidence of early onset schizophrenia over four decades’. Acta Psychiatrica Scandinavica 127, 910.Google Scholar
Anderson, KK, Fuhrer, R, Abrahamowicz, M and Malla, AK (2012) The incidence of first-episode schizophrenia-spectrum psychosis in adolescents and young adults in Montreal: an estimate from an administrative claims database. Canadian Journal of Psychiatry 57, 626633.Google Scholar
Anderson, KK, Cheng, J, Susser, E, McKenzie, KJ and Kurdyak, P (2015) Incidence of psychotic disorders among first-generation immigrants and refugees in Ontario. Canadian Medical Association Journal 187, E279E286.Google Scholar
Anderson, KK, Norman, R, MacDougall, A, Edwards, J, Palaniyappan, L, Lau, C and Kurdyak, P (2018 a) Effectiveness of early psychosis intervention: comparison of service users and nonusers in population-based health administrative data. American Journal of Psychiatry 175, 443452.Google Scholar
Anderson, KK, Norman, R, MacDougall, AG, Edwards, J, Palaniyappan, L, Lau, C and Kurdyak, P (2018 b) Disparities in access to early psychosis intervention services: comparison of service users and nonusers in health administrative data. Canadian Journal of Psychiatry 63, 395403.Google Scholar
Breitborde, NJK, Srihari, VH and Woods, SW (2009) Review of the operational definition for first-episode psychosis. Early Intervention in Psychiatry 3, 259265.Google Scholar
Castillejos, MC, Martín-Pérez, C and Moreno-Küstner, B (2018) A systematic review and meta-analysis of the incidence of psychotic disorders: the distribution of rates and the influence of gender, urbanicity, immigration and socio-economic level. Psychological Medicine, 115. doi: 10.1017/S0033291718000235.Google Scholar
Cheng, F, Kirkbride, JB, Lennox, BR, Perez, J, Masson, K, Lawrence, K, Hill, K, Feeley, L, Painter, M, Murray, GK, Gallagher, O, Bullmore, ET and Jones, PB (2011) Administrative incidence of psychosis assessed in an early intervention service in England: first epidemiological evidence from a diverse, rural and urban setting. Psychological Medicine 41, 949958.Google Scholar
Clay, F, Allan, S, Lai, S, Laverty, S, Jagger, G, Treise, C and Perez, J (2018) The over-35s: early intervention in psychosis services entering uncharted territory. BJPsych Bulletin 42, 137140.Google Scholar
Durbin, J, Selick, A, Hierlihy, D, Moss, S and Cheng, C (2016) A first step in system improvement: a survey of Early Psychosis Intervention Programmes in Ontario. Early Intervention in Psychiatry 10, 485493.Google Scholar
Fusar-Poli, P, Cappucciati, M, Bonoldi, I, Hui, LMC, Rutigliano, G, Stahl, DR, Borgwardt, S, Politi, P, Mishara, AL, Lawrie, SM, Carpenter, WT and McGuire, PK (2016a) Prognosis of brief psychotic episodes: a meta-analysis. JAMA Psychiatry 73, 211220.Google Scholar
Fusar-Poli, P, Cappucciati, M, Rutigliano, G, Heslin, M, Stahl, D, Brittenden, Z, Caverzasi, E, McGuire, P and Carpenter, WT (2016b) Diagnostic stability of ICD/DSM first episode psychosis diagnoses: meta-analysis. Schizophrenia Bulletin 42, 13951406.Google Scholar
Goldner, EM, Jones, W and Waraich, P (2003) Using administrative data to analyze the prevalence and distribution of schizophrenic disorders. Psychiatric Services 54, 10171021.Google Scholar
Greenfield, P, Joshi, S, Christian, S, Lekkos, P, Gregorowicz, A, Fisher, HL and Johnson, S (2018) First episode psychosis in the over 35s: is there a role for early intervention? Early Intervention in Psychiatry 12, 348354.Google Scholar
Hogerzeil, SJ and Susser, E (2017) Schizophrenia: learning about the other half. Psychiatric Services 68, 425425.Google Scholar
Hogerzeil, SJ, van Hemert, MM, Rosendaal, FR, Susser, E and Hoek, HW (2014) Direct comparison of first-contact versus longitudinal register-based case finding in the same population: early evidence that the incidence of schizophrenia may be three times higher than commonly reported. Psychological Medicine 44, 34813490.Google Scholar
Hogerzeil, SJ, van Hemert, AM, Veling, W and Hoek, HW (2017) Incidence of schizophrenia among migrants in the Netherlands: a direct comparison of first contact longitudinal register approaches. Social Psychiatry and Psychiatric Epidemiology 52, 147154.Google Scholar
Jongsma, HE, Gayer-Anderson, C, Lasalvia, A, Quattrone, D, Mulè, A, Szöke, A, Selten, J-P, Turner, C, Arango, C, Tarricone, I, Berardi, D, Tortelli, A, Llorca, P-M, de Haan, L, Bobes, J, Bernardo, M, Sanjuán, J, Santos, JL, Arrojo, M, Del-Ben, CM, Menezes, PR, Velthorst, E, Murray, RM, Rutten, BP, Jones, PB, van Os, J, Morgan, C and Kirkbride, JB (2018) Treated incidence of psychotic disorders in the multinational EU-GEI Study. JAMA Psychiatry 75, 3646.Google Scholar
Jörgensen, L, Ahlbom, A, Allebeck, P and Dalman, C (2010) The Stockholm non-affective psychoses study (SNAPS): the importance of including out-patient data in incidence studies. Acta Psychiatrica Scandinavica 121, 389392.Google Scholar
Kirkbride, JB, Hameed, Y, Ankireddypalli, G, Ioannidis, K, Crane, CM, Nasir, M, Kabacs, N, Metastasio, A, Jenkins, O, Espandian, A, Spyridi, S, Ralevic, D, Siddabattuni, S, Walden, B, Adeoye, A, Perez, J and Jones, PB (2017) The epidemiology of first-episode psychosis in early intervention in psychosis services: findings from the Social Epidemiology of Psychoses in East Anglia [SEPEA] study. American Journal of Psychiatry 174, 143153.Google Scholar
Kühl, JOG, Laursen, TM, Thorup, A and Nordentoft, M (2016) The incidence of schizophrenia and schizophrenia spectrum disorders in Denmark in the period 2000–2012. A register-based study. Schizophrenia Research 176, 533539.Google Scholar
Kurdyak, P, Lin, E, Green, D and Vigod, S (2015) Validation of a population-based algorithm to detect chronic psychotic illness. Canadian Journal of Psychiatry 60, 362368.Google Scholar
Lappin, JM, Heslin, M, Jones, PB, Doody, GA, Reininghaus, UA, Demjaha, A, Croudace, T, Jamieson-Craig, T, Donoghue, K, Lomas, B, Fearon, P, Murray, RM, Dazzan, P and Morgan, C (2016) Outcomes following first-episode psychosis – why we should intervene early in all ages, not only in youth. Australian and New Zealand Journal of Psychiatry 50, 10551063.Google Scholar
McGrath, J, Saha, S, Chant, D and Welham, J (2008) Schizophrenia: a concise overview of incidence, prevalence, and mortality. Epidemiologic Reviews 30, 6776.Google Scholar
Moreno-Küstner, B, Martín, C and Pastor, L (2018) Prevalence of psychotic disorders and its association with methodological issues. A systematic review and meta-analyses. PLoS ONE 13, e0195687.Google Scholar
Norman, RMG and Manchanda, R (2016) Prevention and Early Intervention Program for Psychoses (PEPP). Healthcare Quarterly 18, 3741.Google Scholar
O'Donoghue, B, Lyne, J, Renwick, L, Madigan, K, Kinsella, A, Clarke, M, Turner, N and O'Callaghan, E (2012) A descriptive study of ‘non-cases’ and referral rates to an early intervention for psychosis service. Early Intervention in Psychiatry 6, 276282.Google Scholar
OHIP for All: Healthier Together (2018) A Universal Health Care System. (Accessed 11 September 2018).Google Scholar
Simon, GE, Coleman, KJ, Yarborough, BJH, Operskalski, B, Stewart, C, Hunkeler, EM, Lynch, F, Carrell, D and Beck, A (2017) First presentation with psychotic symptoms in a population-based sample. Psychiatric Services 68, 456461.Google Scholar
Statistics Canada (2007) 2006 Community Profiles – Middlesex-London Health Unit, Ontario. 2006 Census.Google Scholar
Vanasse, A, Courteau, J, Fleury, M-J, Grégoire, J-P, Lesage, A and Moisan, J (2012) Treatment prevalence and incidence of schizophrenia in Quebec using a population health services perspective: different algorithms, different estimates. Social Psychiatry and Psychiatric Epidemiology 47, 533543.Google Scholar
van der Werf, M, Hanssen, M, Köhler, S, Verkaaik, M, Verhey, FR, van Winkel, R, van Os, J and Allardyce, J (2014) Systematic review and collaborative recalculation of 1 33 693 incident cases of schizophrenia. Psychological Medicine 44, 916.Google Scholar
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