TY - JOUR
T1 - Validation of the English and Swahili Adaptation of the Patient Health Questionnaire–9 for Use Among Adolescents in Kenya
AU - Tele, Albert Kimtai
AU - Carvajal-Velez, Liliana
AU - Nyongesa, Vincent
AU - Ahs, Jill W.
AU - Mwaniga, Shillah
AU - Kathono, Joseph
AU - Yator, Obadia
AU - Njuguna, Simon
AU - Kanyanya, Ian
AU - Amin, Nabila
AU - Kohrt, Brandon
AU - Wambua, Grace Nduku
AU - Kumar, Manasi
N1 - Funding Information:
UNICEF participation in this work was supported, in part, by the Bill & Melinda Gates Foundation [INV-001395]. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. MMAP validation field work in Kenya presented in this manuscript was funded by the Government of Italy, through a grant to the UNICEF Office of Research—Innocenti. Research reported in this publication was also supported by the Fogarty International Center of the National Institutes of Health under Award Number K43TW010716, which also supported the contributions of M.K. to this work. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Funding Information:
We acknowledge and thank members of the MMAP Technical Advisory Group for their contributions in shaping this work: Abiodun Adewuya, Claudia Cappa, Regina Guthold, Vikram Patel, George Patton, James Scott, Chiara Servili, and Danuta Wasserman. We are also grateful to Jill Ahs in her role as UNICEF mental health MMAP consultant for providing technical guidance and support with documentation that informed validation field work. Kasra Zarei and Georgia Eleftheriou for editing the document. We are also grateful to Priscilla Idele from the UNICEF Office of Research for her support in facilitating the Kenya field pilot work and technical guidance in the process.
Publisher Copyright:
© 2022 Society for Adolescent Health and Medicine
PY - 2023/1
Y1 - 2023/1
N2 - Purpose: Our study aimed to validate culturally adapted English and Swahili versions of the Patient Health Questionnaire–9 (PHQ-9) for use with adolescents in Kenya. Criterion validity was determined with clinician-administered diagnostic interviews using the Kiddie Schedule of Affective Disorders and Schizophrenia. Methods: A total of 250 adolescents comprising 148 (59.2%) females and 102 (40.8%) males aged 10–19 years (mean = 14.76; standard deviation = 2.78) were recruited. The PHQ-9 was administered to all respondents concurrently in English and Swahili. Adolescents were later interviewed by clinicians using Kiddie Schedule of Affective Disorders and Schizophrenia to determine the presence or absence of current symptoms of major depressive disorder. Sensitivity specificity, positive predictive value (PPV) and negative predictive value (NPV), and likelihood ratios for various cut-off scores for PHQ-9 were analyzed using receiver operating characteristic curves. Results: The internal consistency (Cronbach's α) for PHQ-9 was 0.862 for the English version and 0.834 for Swahili version. The area under the curve was 0.89 (95% confidence interval, 0.84–0.92) and 0.87 (95% confidence interval, 0.82–0.90) for English and Swahili version, respectively, on receiver operating characteristic analysis. A cut-off of ≥ 9 on the English-language version had a sensitivity of 95.0%, specificity of 73.0%, PPV of 0.23, and NPV of 0.99; a cut-off of ≥ 9 on the Swahili version yielded a sensitivity of 89.0%, specificity of 70.0%, PPV of 0.20, and NPV of 0.90. Discussion: Psychometric properties were comparable across both English-adapted and Swahili-adapted version of the PHQ-9, are reliable, and valid instrument to detect major depressive disorder among adolescents which can be used in resource-limited settings for early identification of adolescents in need of mental health support.
AB - Purpose: Our study aimed to validate culturally adapted English and Swahili versions of the Patient Health Questionnaire–9 (PHQ-9) for use with adolescents in Kenya. Criterion validity was determined with clinician-administered diagnostic interviews using the Kiddie Schedule of Affective Disorders and Schizophrenia. Methods: A total of 250 adolescents comprising 148 (59.2%) females and 102 (40.8%) males aged 10–19 years (mean = 14.76; standard deviation = 2.78) were recruited. The PHQ-9 was administered to all respondents concurrently in English and Swahili. Adolescents were later interviewed by clinicians using Kiddie Schedule of Affective Disorders and Schizophrenia to determine the presence or absence of current symptoms of major depressive disorder. Sensitivity specificity, positive predictive value (PPV) and negative predictive value (NPV), and likelihood ratios for various cut-off scores for PHQ-9 were analyzed using receiver operating characteristic curves. Results: The internal consistency (Cronbach's α) for PHQ-9 was 0.862 for the English version and 0.834 for Swahili version. The area under the curve was 0.89 (95% confidence interval, 0.84–0.92) and 0.87 (95% confidence interval, 0.82–0.90) for English and Swahili version, respectively, on receiver operating characteristic analysis. A cut-off of ≥ 9 on the English-language version had a sensitivity of 95.0%, specificity of 73.0%, PPV of 0.23, and NPV of 0.99; a cut-off of ≥ 9 on the Swahili version yielded a sensitivity of 89.0%, specificity of 70.0%, PPV of 0.20, and NPV of 0.90. Discussion: Psychometric properties were comparable across both English-adapted and Swahili-adapted version of the PHQ-9, are reliable, and valid instrument to detect major depressive disorder among adolescents which can be used in resource-limited settings for early identification of adolescents in need of mental health support.
KW - Children and adolescents
KW - Depression
KW - Developing countries
KW - Psychometrics
KW - Screening
KW - Validation
UR - http://www.scopus.com/inward/record.url?scp=85141964106&partnerID=8YFLogxK
U2 - 10.1016/j.jadohealth.2022.10.003
DO - 10.1016/j.jadohealth.2022.10.003
M3 - Article
AN - SCOPUS:85141964106
SN - 1054-139X
VL - 72
SP - S61-S70
JO - Journal of Adolescent Health
JF - Journal of Adolescent Health
IS - 1
ER -