Validity of the patient health questionnaire-9 for depression screening and diagnosis in East Africa

Depression is often underdiagnosed and undertreated in primary care settings, particularly in developing countries. This is, in part, due to challenges resulting from lack of skilled mental health workers, stigma associated with mental illness, and lack of cross-culturally validated screening instruments. We conducted this study to evaluate the reliability and validity of the Patient Health Questionnaire-9 (PHQ-9) as a screen for diagnosing major depressive disorder among adults in Ethiopia, the second most populous country in sub-Saharan Africa. A total of 926 adults attending outpatient departments in a major referral hospital in Ethiopia participated in this study. We assessed criterion validity and performance characteristics against an independent, blinded, and psychiatrist administered semi-structured Schedules for Clinical Assessment in Neuropsychiatry (SCAN) interview. Overall, the PHQ-9 items showed good internal (Cronbach's alpha=0.81) and test re-test reliability (intraclass correlation coefficient=0.92). A factor analysis confirmed a one-factor structure. Receiver Operating Characteristics (ROC) analysis showed that a PHQ-9 threshold score of 10 offered optimal discriminatory power with respect to diagnosis of major depressive disorder via the clinical interview (sensitivity=86% and specificity=67%). The PHQ-9 appears to be a reliable and valid instrument that may be used to diagnose major depressive disorders among Ethiopian adults.

[1]  S. Paholpak,et al.  The validity and reliability of the WHO Schedules for Clinical Assessment in Neuropsychiatry (SCAN Thai Version): Mood Disorders Section. , 2006, Journal of the Medical Association of Thailand = Chotmaihet thangphaet.

[2]  Laura Manea,et al.  Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): a meta-analysis , 2012, Canadian Medical Association Journal.

[3]  V. Patel,et al.  Efficacy and cost-effectiveness of drug and psychological treatments for common mental disorders in general health care in Goa, India: a randomised, controlled trial , 2003, The Lancet.

[4]  K. Kroenke,et al.  Validity/Reliability of PHQ-9 and PHQ-2 Depression Scales Among Adults Living with HIV/AIDS in Western Kenya , 2009, Journal of General Internal Medicine.

[5]  O. O. Afolabi,et al.  Validity of the patient health questionnaire (PHQ-9) as a screening tool for depression amongst Nigerian university students. , 2006, Journal of affective disorders.

[6]  N. Wig WHO and mental health--a view from developing countries. , 2000, Bulletin of the World Health Organization.

[7]  W. Cullen,et al.  Research confuses me: what is the difference between case-control and cohort studies in quantitative research? , 2013, Irish medical journal.

[8]  R. Giel The prehistory of psychiatry in Ethiopia , 1999, Acta psychiatrica Scandinavica. Supplementum.

[9]  D. Bhugra,et al.  Globalization, cultural psychiatry and mental distress. , 2003, The International journal of social psychiatry.

[10]  S. Dikmen,et al.  Validity of the Patient Health Questionnaire‐9 in Assessing Depression Following Traumatic Brain Injury , 2005, The Journal of head trauma rehabilitation.

[11]  B. Löwe,et al.  The Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review. , 2010, General hospital psychiatry.

[12]  V. Patel Mental health in low- and middle-income countries. , 2007, British medical bulletin.

[13]  Haochuan Zhou,et al.  Statistical Inferences for the Youden Index , 2011 .

[14]  T. Brugha,et al.  SCAN. Schedules for Clinical Assessment in Neuropsychiatry. , 1990, Archives of general psychiatry.

[15]  T. Hyphantis,et al.  Diagnostic accuracy, internal consistency, and convergent validity of the Greek version of the patient health questionnaire 9 in diagnosing depression in rheumatologic disorders , 2011, Arthritis care & research.

[16]  D. Bhugra,et al.  Cross-cultural competencies in the psychiatric assessment. , 1997, British journal of hospital medicine.

[17]  R. Araya,et al.  Detecting common mental disorders in primary care in India: a comparison of five screening questionnaires , 2007, Psychological Medicine.

[18]  R. Spitzer,et al.  The PHQ-9: A new depression diagnostic and severity measure , 2002 .

[19]  G. Okulate,et al.  Somatic symptoms in depression: Evaluation of their diagnostic weight in an African setting , 2004, British Journal of Psychiatry.

[20]  M. Prince,et al.  Common mental disorders among those attending primary health clinics and traditional healers in urban Tanzania , 2003, British Journal of Psychiatry.

[21]  Karina Lovell,et al.  Patient Health Questionnaire , 2013 .

[22]  D. Segal Diagnostic and Statistical Manual of Mental Disorders (DSM-IV-TR) , 2010 .

[23]  M. Weissman,et al.  Group interpersonal psychotherapy for depression in rural Uganda: a randomized controlled trial. , 2003, JAMA.

[24]  M. Pepe The Statistical Evaluation of Medical Tests for Classification and Prediction , 2003 .

[25]  A. Heinemann,et al.  Improving measurement properties of the Patient Health Questionnaire-9 with rating scale analysis. , 2009, Rehabilitation psychology.

[26]  V. Patel,et al.  From science to action: the Lancet Series on Global Mental Health , 2008, Current opinion in psychiatry.

[27]  Wayne Katon,et al.  Evaluation of the Patient Health Questionnaire-9 Item for Detecting Major Depression Among Adolescents , 2010, Pediatrics.

[28]  Vikram Patel,et al.  Global mental health: a new global health field comes of age. , 2010, JAMA.

[29]  A. King,et al.  Depression and the Metabolic Syndrome in Young Adults: Findings From the Third National Health and Nutrition Examination Survey , 2004, Psychosomatic medicine.

[30]  T. Brugha,et al.  Cross-cultural implementation of a Chinese version of the Schedules for Clinical Assessment in Neuropsychiatry (SCAN) in Taiwan , 2001, British Journal of Psychiatry.

[31]  B. Thompson Exploratory and Confirmatory Factor Analysis: Understanding Concepts and Applications , 2004 .

[32]  L. George,et al.  Depression, disability days, and days lost from work in a prospective epidemiologic survey. , 1990, JAMA.

[33]  M. Lotrakul,et al.  Reliability and validity of the Thai version of the PHQ-9 , 2008, BMC psychiatry.

[34]  Xiao-Hua Zhou,et al.  Statistical Methods in Diagnostic Medicine , 2002 .

[35]  A. Tien,et al.  Schedules for Clinical Assessment in Neuropsychiatry (SCAN): introduction to WV's mental health community. , 1998, The West Virginia medical journal.

[36]  W. Youden,et al.  Index for rating diagnostic tests , 1950, Cancer.

[37]  D. Bhugra Severe mental illness across cultures , 2006, Acta psychiatrica Scandinavica. Supplementum.

[38]  N. Kerse,et al.  Validation of PHQ-2 and PHQ-9 to Screen for Major Depression in the Primary Care Population , 2010, The Annals of Family Medicine.

[39]  D. Bhugra,et al.  Editorial: Globalization, Cultural Psychiatry and Mental Distress , 2003 .

[40]  M. Belew,et al.  The magnitude of khat use and its association with health, nutrition and socio-economic status. , 2000, Ethiopian medical journal.

[41]  B. Yueh,et al.  Swahili Translation and Validation of the Patient Health Questionnaire-9 Depression Scale in the Kenyan Head and Neck Cancer Patient Population , 2006, International journal of psychiatry in medicine.

[42]  J Ormel,et al.  Health care costs associated with depressive and anxiety disorders in primary care. , 1995, The American journal of psychiatry.

[43]  A. Beekman,et al.  Validation of the PHQ-9 as a screening instrument for depression in diabetes patients in specialized outpatient clinics , 2010, BMC health services research.

[44]  R. Hu Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) , 2003 .

[45]  R. Spitzer,et al.  Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire. , 1999, JAMA.

[46]  Edward C. Jones,et al.  A comparison of two time intervals for test-retest reliability of health status instruments. , 2003, Journal of clinical epidemiology.

[47]  R. Cantu Do Somatic and Cognitive Symptoms of Traumatic Brain Injury Confound Depression Screening , 2012 .

[48]  J. de Jesus Mari,et al.  The Lancet's Series on Global Mental Health: 1 year on , 2008, The Lancet.

[49]  J Carpenter,et al.  Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians. , 2000, Statistics in medicine.

[50]  V. Patel,et al.  Packages of Care for Depression in Low- and Middle-Income Countries , 2009, PLoS medicine.

[51]  P. Kalix Khat: scientific knowledge and policy issues. , 1987, British journal of addiction.

[52]  S. Stewart,et al.  The Patient Health Questionnaire-9 for measuring depressive symptoms among the general population in Hong Kong. , 2012, Comprehensive psychiatry.

[53]  Zai-Ting Yeh,et al.  Validation of Patient Health Questionnaire for depression screening among primary care patients in Taiwan. , 2011, Comprehensive psychiatry.

[54]  Ronald C. Kessler,et al.  The WHO world mental health surveys: global perspectives on the epidemiology of mental disorders. , 2008 .

[55]  D. Tate,et al.  Patient Health Questionnaire-9 in Spinal Cord Injury: An Examination of Factor Structure as Related to Gender , 2009, The journal of spinal cord medicine.

[56]  M. Sharpe,et al.  Validation of an item bank for detecting and assessing psychological distress in cancer patients , 2009, Psycho-oncology.

[57]  Jiraporn Khiewyoo,et al.  The validity and reliability of the WHO Schedules for Clinical Assessment in Neuropsychiatry (SCAN Thai Version): anxiety disorders section. , 2007, Journal of the Medical Association of Thailand = Chotmaihet thangphaet.

[58]  R. Spitzer,et al.  The PHQ-9: validity of a brief depression severity measure. , 2001, Journal of general internal medicine.

[59]  R A Greenes,et al.  Assessment of diagnostic tests when disease verification is subject to selection bias. , 1983, Biometrics.

[60]  Shekhar Saxena,et al.  The WHO quality of life assessment instrument (WHOQOL-Bref): The importance of its items for cross-cultural research , 2004, Quality of Life Research.

[61]  A. Möller-Leimkühler Higher comorbidity of depression and cardiovascular disease in women: A biopsychosocial perspective , 2010, The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry.

[62]  Stephan Zipfel,et al.  Comparative validity of three screening questionnaires for DSM-IV depressive disorders and physicians' diagnoses. , 2004, Journal of affective disorders.

[63]  R. Spitzer,et al.  Using the patient health questionnaire-9 to measure depression among racially and ethnically diverse primary care patients , 2006, Journal of General Internal Medicine.

[64]  T. Peters,et al.  For Personal Use. Only Reproduce with Permission from the Lancet Publishing Group , 2022 .

[65]  R. Spitzer,et al.  Validity and utility of the PRIME-MD patient health questionnaire in assessment of 3000 obstetric-gynecologic patients: the PRIME-MD Patient Health Questionnaire Obstetrics-Gynecology Study. , 2000, American journal of obstetrics and gynecology.

[66]  R. Eskindir,et al.  Evaluation of an Amharic version of the Composite International Diagnostic Interview (CIDI) in Ethiopia , 1996 .