Hostname: page-component-78c5997874-m6dg7 Total loading time: 0 Render date: 2024-11-10T06:51:25.643Z Has data issue: false hasContentIssue false

Investigating ethnic variations in reporting of psychotic symptoms: a multiple-group confirmatory factor analysis of the Psychosis Screening Questionnaire

Published online by Cambridge University Press:  12 March 2018

Hein Heuvelman*
Affiliation:
Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN Bristol, UK The Cathie Marsh Institute for Social Research (CMIST), School of Social Sciences, University of Manchester, Humanities Bridgeford Street Building, M13 9PL Manchester, UK
James Nazroo
Affiliation:
The Cathie Marsh Institute for Social Research (CMIST), School of Social Sciences, University of Manchester, Humanities Bridgeford Street Building, M13 9PL Manchester, UK
Dheeraj Rai
Affiliation:
Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, BS8 2BN Bristol, UK
*
Author for correspondence: Hein Heuvelman, E-mail: hein.heuvelman@bristol.ac.uk

Abstract

Background

Epidemiological evidence suggests risk for psychosis varies with ethnicity in Western countries. However, there is little evidence to date on the cross-cultural validity of screening instruments used for such comparisons.

Methods

Combining two existing UK population-based cohorts, we examined risk for reporting psychotic symptoms across White British (n = 3467), White Irish (n = 851), Caribbean (n = 1899), Indian (n = 2590), Pakistani (n = 1956) and Bangladeshi groups (n = 1248). We assessed the psychometric properties of the Psychosis Screening Questionnaire (PSQ) with a multiple-group confirmatory factor analysis, assessing the equivalence of factor loadings, response thresholds and residual variances in an analysis of measurement non-invariance.

Results

Compared with prevalence among British Whites (5.4%), the prevalence of self-reported psychotic symptoms was greater in the Caribbean group (12.7%, adjusted OR = 2.38 [95% CI 1.84–3.07]). Prevalence was also increased among Pakistani individuals (8.3%, adjusted OR = 1.36 [1.01–1.84]) although this difference was driven by a greater likelihood of reporting paranoid symptoms. PSQ items for thought interference, strange experience and hallucination were measured in equivalent ways across ethnic groups. However, our measurement models suggested that paranoid symptoms were measured less reliably among ethnic minorities than among British Whites and appeared to exaggerate latent differences between Pakistani and White British groups when measurement non-invariance was not accounted for.

Conclusions

Notwithstanding evidence for measurement non-invariance, the greater risk for reporting psychotic symptoms among Caribbean individuals is unlikely to be an artefact of measurement. Greater residual variance in the recording of paranoid symptoms among ethnic minority respondents warrants caution in using this item to investigate ethnic variation in psychosis risk.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2018 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Adebimpe, VR, Klein, HE and Fried, J (1981) Hallucinations and delusions in black psychiatric patients. Journal of the National Medical Association 73, 517520.Google Scholar
Arnold, LM, Keck, PE Jr, Collins, J, Wilson, R, Fleck, DE, Corey, KB et al. (2004). Ethnicity and first-rank symptoms in patients with psychosis. Schizophrenia Research 67, 207212.Google Scholar
Barrio, C, Yamada, AM, Atuel, H, Hough, RL, Yee, S, Berthot, B et al. (2003) A tri-ethnic examination of symptom expression on the positive and negative syndrome scale in schizophrenia spectrum disorders. Schizophrenia Research 60, 259269.Google Scholar
Bauer, SM, Schanda, H, Karakula, H, Olajossy-Hilkesberger, L, Rudaleviciene, P, Okribelashvili, N et al. (2011) Culture and the prevalence of hallucinations in schizophrenia. Comprehensive Psychiatry 52, 319325.Google Scholar
Bebbington, P and Nayani, T (1995) The psychosis screening questionnaire. International Journal of Methods in Psychiatric Research 5, 1119.Google Scholar
Bentler, PM (1990) Comparative fit indexes in structural models. Psychological Bulletin 107, 238246.Google Scholar
Borsboom, D and Cramer, AO (2013) Network analysis: an integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology 9, 91121.Google Scholar
Byrne, BM (1991) The maslach burnout inventory: validating factorial structure and invariance across intermediate, secondary, and university educators. Multivariate Behavioral Research 26, 583605.Google Scholar
Carmines, EG and McIver, JP (1981) Analysing models with unobserved variables. In Bohrnstedt, GW and Borgatta, EF (eds). Social Measurement: Current Issues. pp. 65115. Beverly Hills, CA: Sage.Google Scholar
Chang, N, Newman, J, D'Antonio, E, McKelvey, J and Serper, M (2011) Ethnicity and symptom expression in patients with acute schizophrenia. Psychiatry Research 185, 453455.Google Scholar
Chu, CC, Sallach, HS, Zakeria, SA and Klein, HE (1985) Differences in psychopathology between black and white schizophrenics. International Journal of Social Psychiatry 31, 252257.Google Scholar
Cohen, C and Marino, L (2013) Racial and ethnic differences in the prevalence of psychotic symptoms in the general population. Psychiatric Services 64, 11031109.Google Scholar
Deshon, RP (2004) Measures are not invariant across groups with error variance homogeneity. Psychology Science 46, 137149.Google Scholar
Erens, B, Primatesta, P and Prior, G (2001) Health (1999) Survey for England. The Health of Minority Ethnic Groups. http://webarchive.nationalarchives.gov.uk/20131205101001/http://www.archive.official-documents.co.uk/document/doh/survey99/hse99.htmGoogle Scholar
Fabrega, H Jr, Mulsant, BM, Rifai, AH, Sweet, RA, Pasternak, R, Ulrich, R et al. (1994) Ethnicity and psychopathology in an aging hospital-based population. A comparison of African-American and Anglo-European patients. Journal of Nervous and Mental Disease 182, 136144.Google Scholar
Flora, DB and Curran, PJ (2004) An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods 9, 466491.Google Scholar
Hu, Lt and Bentler, PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal 6, 155.Google Scholar
Janssen, I, Hanssen, M, Bak, M, Bijl, RV, de Graaf, R, Vollebergh, W et al. (2003) Discrimination and delusional ideation. The British Journal of Psychiatry 182, 7176.Google Scholar
Johns, LC, Nazroo, JY, Bebbington, P and Kuipers, E (2002) Occurrence of hallucinatory experiences in a community sample and ethnic variations. The British Journal of Psychiatry 180, 174178.Google Scholar
Jöreskog, KG (1971) Simultaneous factor analysis in several populations. Psychometrika 36, 409426.Google Scholar
Kendler, KS (1982) Demography of paranoid psychosis (delusional disorder): a review and comparison with schizophrenia and affective illness. Archives of General Psychiatry 39, 890902.Google Scholar
King, M, Nazroo, J, Weich, S, McKenzie, K, Bhui, K, Karlsen, S et al. (2005) Psychotic symptoms in the general population of England--a comparison of ethnic groups (The EMPIRIC study). Social Psychiatry and Psychiatric Epidemiology 40, 375381.Google Scholar
Kleinman, A (1987) Anthropology and psychiatry. The role of culture in cross-cultural research on illness. The British Journal of Psychiatry 151, 447454.Google Scholar
Littlewood, R and Lipsedge, M (1981) Some social and phenomenological characteristics of psychotic immigrants. Psychological Medicine 11, 289302.Google Scholar
Lubke, GH and Dolan, CV (2003) Can unequal residual variances across groups mask differences in residual means in the common factor model? Structural Equation Modeling: A Multidisciplinary Journal 10, 175192.Google Scholar
Maslowski, J, Jansen van Rensburg, D and Mthoko, N (1998) A polydiagnostic approach to the differences in the symptoms of schizophrenia in different cultural and ethnic populations. Acta Psychiatrica Scandinavica 98, 4146.Google Scholar
McNally, RJ (2016) Can network analysis transform psychopathology? Behaviour Research and Therapy 86, 95104.Google Scholar
Millsap, RE and Yun-Tein, J (2004) Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research 39, 479515.Google Scholar
Modood, T, Berthoud, R, Lakey, J, Nazroo, J, Smith, P, Virdee, S et al. (1997) Ethnic Minorities in Britain: Diversity and Disadvantage. Policy Studies Institute: London.Google Scholar
Morgan, C, Charalambides, M, Hutchinson, G and Murray, RM (2010) Migration, ethnicity, and psychosis: toward a sociodevelopmental model. Schizophrenia Bulletin 36, 655664.Google Scholar
Muthen, B and Muthen, L. (2012) Mplus discussion forum: http://www.statmodel.com/discussion/messages/8/9362.htmlGoogle Scholar
Muthén, LK and Muthén, BO (1998–2010). Mplus User's Guide. Los Angeles, CA: Muthen & Muthen.Google Scholar
Nazroo, J (1997) Ethnicity and Mental Health: Findings From A National Community Survey. London: Policy Studies Institute.Google Scholar
Nuevo, R, Chatterji, S, Verdes, E, Naidoo, N, Arango, C and Ayuso-Mateos, JL (2012) The continuum of psychotic symptoms in the general population: a cross-national study. Schizophrenia Bulletin 38, 475485.Google Scholar
Radhakrishnan, J, Mathew, K, Richard, J and Verghese, A (1983) Schneider's first rank symptoms–prevalence, diagnostic use and prognostic implications. The British Journal of Psychiatry 142, 557559.Google Scholar
Sproston, K and Nazroo, J (2002) Ethnic Minority Psychiatric Illness Rates in the Community (EMPIRIC). London: TSO.Google Scholar
StataCorp (2011) Stata Statistical Software: Release 12. College Station, TX: StataCorp, LP.Google Scholar
Suhail, K and Cochrane, R (2002) Effect of culture and environment on the phenomenology of delusions and hallucinations. International Journal of Social Psychiatry 48, 126138.Google Scholar
Thomas, P, Mathur, P, Gottesman, II, Nagpal, R, Nimgaonkar, VL and Deshpande, SN (2007) Correlates of hallucinations in schizophrenia: a cross-cultural evaluation. Schizophrenia Research 92, 4149.Google Scholar
UK Data Archive. Ethnic Minority Psychiatric Illness Rates in the Community (EMPIRIC): user guide for UK data archive. http://doc.ukdataservice.ac.uk/doc/4685/mrdoc/pdf/4685userguide.pdfGoogle Scholar
Vandenberg, RJ and Lance, CE (2000) A review and synthesis of the measurement invariance literature: suggestions, practices, and recommendations for organizational research. Organizational Research Methods 3, 470.Google Scholar
Vanheusden, K, Mulder, CL, van der Ende, J, Selten, JP, van Lenthe, FJ, Verhulst, FC et al. (2008) Associations between ethnicity and self-reported hallucinations in a population sample of young adults in The Netherlands. Psychological Medicine 38, 10951102.Google Scholar
Veling, W, Selten, J-P, Mackenbach, JP and Hoek, HW (2007) Symptoms at first contact for psychotic disorder: comparison between native Dutch and ethnic minorities. Schizophrenia Research 95, 3038.Google Scholar
Viswanath, B and Chaturvedi, S (2012) Cultural aspects of major mental disorders: a critical review from an Indian perspective. Indian Journal of Psychological Medicine 34, 306312.Google Scholar
Weisman, AG, Lopez, SR, Ventura, J, Nuechterlein, KH, Goldstein, MJ and Hwang, S (2000) A comparison of psychiatric symptoms between Anglo-Americans and Mexican-Americans with schizophrenia. Schizophrenia Bulletin 26, 817824.Google Scholar
Whaley, AL (1998) Cross-Cultural perspective on paranoia: a focus on the black American experience. Psychiatric Quarterly 69, 325343.Google Scholar
World Health Organisation (2010) International Statistical Classification of Diseases and Related Health Problems 10th revision.Google Scholar
Wu, AD, Li, Z and Zumbo, B (2007) Decoding the meaning of factorial invariance and updating the practice of multi-group confirmatory factor analysis: a demonstration with TIMSS data. Practical Assessment, Research and Evaluation 12.Google Scholar
Yamada, AM, Barrio, C, Morrison, SW, Sewell, D and Jeste, DV (2006) Cross-ethnic evaluation of psychotic symptom content in hospitalized middle-aged and older adults. General Hospital Psychiatry 28, 161168.Google Scholar
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 1

Download Heuvelman et al. supplementary material(File)
File 22.9 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 2

Download Heuvelman et al. supplementary material(File)
File 20.9 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 3

Download Heuvelman et al. supplementary material(File)
File 14.2 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 4

Download Heuvelman et al. supplementary material(File)
File 17 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 5

Download Heuvelman et al. supplementary material(File)
File 47.5 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 6

Download Heuvelman et al. supplementary material(File)
File 15.1 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 7

Download Heuvelman et al. supplementary material(File)
File 13.3 KB
Supplementary material: File

Heuvelman et al. supplementary material

Heuvelman et al. supplementary material 8

Download Heuvelman et al. supplementary material(File)
File 13.9 KB