Skip to main content
Top
Published in: Social Psychiatry and Psychiatric Epidemiology 11/2018

01-11-2018 | Original Paper

Patterns of concordances in mhGAP-IG screening and DSM-IV/ICD10 diagnoses by trained community service providers in Kenya: a pilot cross-sectional study

Authors: Victoria N. Mutiso, Christine W. Musyimi, Tahilia J. Rebello, Isaiah Gitonga, Albert Tele, Kathleen M. Pike, David M. Ndetei

Published in: Social Psychiatry and Psychiatric Epidemiology | Issue 11/2018

Login to get access

Abstract

Purpose

The objective of this study was to determine the extent of concordance between positive screens for mental disorders by various trained community-based health workers using the WHO mental health Gap Action Programme Intervention Guide (mhGAP-IG) and independently confirmed DSM-IV/ICD-10 diagnoses.

Methods

This was a cross-sectional study conducted in Makueni County, Kenya. 40 nurses/clinical officers, 60 Community Health Workers (CHWs), 51 Faith Healers (FHs), and 59 Traditional Healers (THs) from 20 facilities were trained to screen and refer patients with eight priority mental health conditions using the mhGAP-IG. These referrals, as well as referrals from friends or family members, and self-referrals were assessed using the Mini International Neuropsychiatric Instrument (M.I.N.I.) Plus. Concordance between positive screens and M.I.N.I. Plus diagnoses was investigated.

Results

15,078 community members agreed to participate in screening. Of these 12,170 (81%) screened positive for a mental disorder and were referred to their local clinics/hospitals. 8333 (68.5%) of those who were referred went for independent diagnostic assessment at the nearest facility. Positive predictive values varied with different providers and for different conditions. There was over 80% concordance between the initial screen and the M.I.N.I. Plus diagnoses across the different health providers and across all diagnoses.

Conclusion

Both formal and informal mental health providers can be trained to successfully and accurately screen for mental health disorders using the mhGAP-IG symptoms. This suggests that community-based non-specialist providers may play a key role in decreasing the mental health treatment gap. Further policy implications are discussed.
Literature
1.
go back to reference World Health Organization (2013) WHO Mental Health Action Plan 2013–2020 World Health Organization (2013) WHO Mental Health Action Plan 2013–2020
2.
go back to reference World Health Organization (2010) mhGAP Intervention Guide for mental, neurological and substance use disorders in non-specialized health settings. pp 1–121 World Health Organization (2010) mhGAP Intervention Guide for mental, neurological and substance use disorders in non-specialized health settings. pp 1–121
3.
go back to reference Steel Z, Marnane C, Iranpour C et al (2014) The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013. Int J Epidemiol 43:476–493CrossRef Steel Z, Marnane C, Iranpour C et al (2014) The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013. Int J Epidemiol 43:476–493CrossRef
5.
7.
go back to reference Scott KM, Lim C, Al-Hamzawi A et al (2016) Association of mental disorders with subsequent chronic physical conditions: world mental health surveys from 17 countries. JAMA Psychiatry 73:150–158CrossRef Scott KM, Lim C, Al-Hamzawi A et al (2016) Association of mental disorders with subsequent chronic physical conditions: world mental health surveys from 17 countries. JAMA Psychiatry 73:150–158CrossRef
8.
go back to reference Meade CS, Bevilacqua LA, Key MD (2012) Bipolar disorder is associated with HIV transmission risk behavior among patients in treatment for HIV. AIDS Behav 16:2267–2271CrossRef Meade CS, Bevilacqua LA, Key MD (2012) Bipolar disorder is associated with HIV transmission risk behavior among patients in treatment for HIV. AIDS Behav 16:2267–2271CrossRef
9.
go back to reference Grover S, Sahoo S, Goyal MK (2017) Schizophrenia with comorbid idiopathic parkinson’s disease: a difficult clinical management scenario. Indian J Psychol Med 39:823CrossRef Grover S, Sahoo S, Goyal MK (2017) Schizophrenia with comorbid idiopathic parkinson’s disease: a difficult clinical management scenario. Indian J Psychol Med 39:823CrossRef
10.
go back to reference Naushad N, Dunn LB, Muñoz RF et al (2018) Depression increases subjective stigma of chronic pain. J Affect Disord Naushad N, Dunn LB, Muñoz RF et al (2018) Depression increases subjective stigma of chronic pain. J Affect Disord
11.
go back to reference Mendenhall E, Kohrt BA, Norris SA et al (2017) Non-communicable disease syndemics: poverty, depression, and diabetes among low-income populations. Lancet 389:951–963CrossRef Mendenhall E, Kohrt BA, Norris SA et al (2017) Non-communicable disease syndemics: poverty, depression, and diabetes among low-income populations. Lancet 389:951–963CrossRef
13.
go back to reference Jenkins R, Kiima D, Okonji M et al (2010) Integration of mental health into primary care and community health working in Kenya: context, rationale, coverage and sustainability. Ment Health Fam Med 7:37–47PubMedPubMedCentral Jenkins R, Kiima D, Okonji M et al (2010) Integration of mental health into primary care and community health working in Kenya: context, rationale, coverage and sustainability. Ment Health Fam Med 7:37–47PubMedPubMedCentral
15.
go back to reference Gitonga C (2013) The state of the health referral system in Kenya: results from a baseline study on the functionality of the health referral system in eight counties. Nair Gitonga C (2013) The state of the health referral system in Kenya: results from a baseline study on the functionality of the health referral system in eight counties. Nair
16.
go back to reference AMREF (2015) AMREF’ s position on the role and services of traditional birth attendants. pp 1–2 AMREF (2015) AMREF’ s position on the role and services of traditional birth attendants. pp 1–2
17.
go back to reference Mwai GW, Mburu G, Torpey K et al (2013) Role and outcomes of community health workers in HIV care in sub-Saharan Africa: a systematic review. J Int AIDS Soc 16CrossRef Mwai GW, Mburu G, Torpey K et al (2013) Role and outcomes of community health workers in HIV care in sub-Saharan Africa: a systematic review. J Int AIDS Soc 16CrossRef
20.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH et al (1998) The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry 59(Suppl 2):22–33 Sheehan DV, Lecrubier Y, Sheehan KH et al (1998) The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry 59(Suppl 2):22–33
21.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH et al (1997) The validity of the Mini International Neuropsychiatric Interview (MINI) according to the SCID-P and its reliability. Eur Psychiatry 12:232–241CrossRef Sheehan DV, Lecrubier Y, Sheehan KH et al (1997) The validity of the Mini International Neuropsychiatric Interview (MINI) according to the SCID-P and its reliability. Eur Psychiatry 12:232–241CrossRef
28.
go back to reference Sharpe D (2015) Your chi-square test is statistically significant: now what? Pract Assess Res Eval 20 Sharpe D (2015) Your chi-square test is statistically significant: now what? Pract Assess Res Eval 20
29.
go back to reference Keppel G, Wickens TD (2004) Simultaneous comparisons and the control of type I errors Keppel G, Wickens TD (2004) Simultaneous comparisons and the control of type I errors
30.
go back to reference Keynejad RC, Dua T, Barbui C et al (2017) WHO Mental Health Gap Action Programme (mhGAP) Intervention Guide: a systematic review of evidence from low and middle-income countries. Evid Based Ment Health Keynejad RC, Dua T, Barbui C et al (2017) WHO Mental Health Gap Action Programme (mhGAP) Intervention Guide: a systematic review of evidence from low and middle-income countries. Evid Based Ment Health
31.
go back to reference Bertakis KD, Azari R, Helms LJ et al (2000) Gender differences in the utilization of health care services. J Fam Pract 49:147PubMed Bertakis KD, Azari R, Helms LJ et al (2000) Gender differences in the utilization of health care services. J Fam Pract 49:147PubMed
32.
go back to reference Galdas PM, Cheater F, Marshall P (2005) Men and health help-seeking behaviour: literature review. J Adv Nurs 49:616–623CrossRef Galdas PM, Cheater F, Marshall P (2005) Men and health help-seeking behaviour: literature review. J Adv Nurs 49:616–623CrossRef
33.
go back to reference Rowe SY, Kelly JM, Olewe MA et al (2007) Effect of multiple interventions on community health workers’ adherence to clinical guidelines in Siaya district, Kenya. Trans R Soc Trop Med Hyg 101:188–202CrossRef Rowe SY, Kelly JM, Olewe MA et al (2007) Effect of multiple interventions on community health workers’ adherence to clinical guidelines in Siaya district, Kenya. Trans R Soc Trop Med Hyg 101:188–202CrossRef
36.
go back to reference Ndetei DM, Kathuku DMOC (2000) Substance abuse among outpatients attending rural and urban health centres in Kenya. East Afr Med J 77:592–595PubMed Ndetei DM, Kathuku DMOC (2000) Substance abuse among outpatients attending rural and urban health centres in Kenya. East Afr Med J 77:592–595PubMed
37.
go back to reference Ndetei DM, Khasakhala LI, Mutiso V, Ongecha-Owuor FA, Kokonya DA (2009) Patterns of drug abuse in public secondary schools in Kenya. J Subst Abuse 30:69–78CrossRef Ndetei DM, Khasakhala LI, Mutiso V, Ongecha-Owuor FA, Kokonya DA (2009) Patterns of drug abuse in public secondary schools in Kenya. J Subst Abuse 30:69–78CrossRef
38.
go back to reference Saeed K, Gater R, Hussain A et al (2000) The prevalence, classification and treatment of mental disorders among attenders of native faith healers in rural Pakistan. Soc Psychiatry Psychiatr Epidemiol 35:480–485CrossRef Saeed K, Gater R, Hussain A et al (2000) The prevalence, classification and treatment of mental disorders among attenders of native faith healers in rural Pakistan. Soc Psychiatry Psychiatr Epidemiol 35:480–485CrossRef
40.
go back to reference Fernando S (2014) Mental health worldwide: culture, globalization and development. Springer, New YorkCrossRef Fernando S (2014) Mental health worldwide: culture, globalization and development. Springer, New YorkCrossRef
Metadata
Title
Patterns of concordances in mhGAP-IG screening and DSM-IV/ICD10 diagnoses by trained community service providers in Kenya: a pilot cross-sectional study
Authors
Victoria N. Mutiso
Christine W. Musyimi
Tahilia J. Rebello
Isaiah Gitonga
Albert Tele
Kathleen M. Pike
David M. Ndetei
Publication date
01-11-2018
Publisher
Springer Berlin Heidelberg
Published in
Social Psychiatry and Psychiatric Epidemiology / Issue 11/2018
Print ISSN: 0933-7954
Electronic ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-018-1567-1

Other articles of this Issue 11/2018

Social Psychiatry and Psychiatric Epidemiology 11/2018 Go to the issue