Skip to main content
Top
Published in: BMC Pediatrics 1/2016

Open Access 01-12-2016 | Research article

Validating the Children’s Depression Inventory in the context of Rwanda

Authors: Agnes Binagwaho, Mary C. Smith Fawzi, Mawuena Agbonyitor, Sabin Nsanzimana, Corine Karema, Eric Remera, Vincent Mutabazi, Cyprien Shyirambere, Patrick Cyamatare, Cameron Nutt, Claire Wagner, Jeanine Condo, Nancy Misago, Yvonne Kayiteshonga

Published in: BMC Pediatrics | Issue 1/2016

Login to get access

Abstract

Background

Depression is often co-morbid with chronic conditions, and when combined with HIV it can increase progression and reduce survival. A brief and accurate screening tool for depression among children living with HIV is necessary to increase access to mental health care and improve HIV-related outcomes in the long-term.

Methods

A validation study was conducted, comparing the Children’s Depression Inventory (CDI) with a structured clinical assessment as the gold standard among children living with HIV ages 7-14 years in Rwanda. The response rate was 87 % and the analysis was performed among 100 study participants.

Results

Twenty-five percent of children had a diagnosis of depression based on the clinical interview. Sensitivity of the CDI ranged from 44 to 76 % and specificity was 92 to 100 % for cut-off scores from 5 to 9. The area under the curve (AUC) for receiver operating characteristic analysis, an estimate of overall accuracy, was 0.87 (95 % confidence interval: 0.77 – 0.97).

Conclusions

The significant prevalence of depression among children living with HIV in Rwanda reflects a critical need to advance mental health care in this population. Although overall accuracy of the CDI is reasonable in this context, further research needs to be done to develop a more sensitive measure of depression in this vulnerable population. Development of a highly sensitive screening measure will be a fundamental step towards improving access to mental health care among children living with HIV, potentially improving health outcomes and quality of life in the long-term as this vulnerable population transitions into adulthood.
Literature
1.
go back to reference Leserman J. Role of depression, stress and trauma in HIV disease progression. Psychosom Med. 2008;70(5):539–45.CrossRefPubMed Leserman J. Role of depression, stress and trauma in HIV disease progression. Psychosom Med. 2008;70(5):539–45.CrossRefPubMed
2.
go back to reference Antelman G, Kaaya S, Wei R, Mbwambo J, Msamanga GI, Fawzi WW, Smith Fawzi MC. Depressive symptoms increase risk of HIV disease progression and mortality among women in Tanzania. J Acquir Immune Defic Syndr. 2007;44(4):470–7. Antelman G, Kaaya S, Wei R, Mbwambo J, Msamanga GI, Fawzi WW, Smith Fawzi MC. Depressive symptoms increase risk of HIV disease progression and mortality among women in Tanzania. J Acquir Immune Defic Syndr. 2007;44(4):470–7.
3.
go back to reference Zielinski T, Sherwood Brown E, Nejtek V, Khan D, Moore J, Rush AJ. Depression in Asthma: Prevalence and Clinical Implications. Prim Care Companion J Clin Psychiatry. 2000;2(5):153–8.CrossRefPubMedPubMedCentral Zielinski T, Sherwood Brown E, Nejtek V, Khan D, Moore J, Rush AJ. Depression in Asthma: Prevalence and Clinical Implications. Prim Care Companion J Clin Psychiatry. 2000;2(5):153–8.CrossRefPubMedPubMedCentral
4.
go back to reference Bernstein CM, Stockwell MS, Gallagher MP, Rosenthal SL, Soren K. Mental health issues in adolescents and young adults with type 1 diabetes: prevalence and impact on glycemic control. Clin Pediatr. 2013;52(1):10–5.CrossRef Bernstein CM, Stockwell MS, Gallagher MP, Rosenthal SL, Soren K. Mental health issues in adolescents and young adults with type 1 diabetes: prevalence and impact on glycemic control. Clin Pediatr. 2013;52(1):10–5.CrossRef
5.
go back to reference Starace F, Ammassari A, Trotta MP, Muni R, De Longis P, Izzo C, et al. Depression is a risk factor for suboptimal adherence to highly active antiretroviral therapy. Journal of Acquired Immune Deficiency Syndrome. 2002;31(3):136–9.CrossRef Starace F, Ammassari A, Trotta MP, Muni R, De Longis P, Izzo C, et al. Depression is a risk factor for suboptimal adherence to highly active antiretroviral therapy. Journal of Acquired Immune Deficiency Syndrome. 2002;31(3):136–9.CrossRef
6.
go back to reference Negash T, Ehlers V. Personal factors influencing patients’ adherence to ART in Addis Ababa, Ethiopia. J Assoc Nurses AIDS Care. 2013;24(6):530–8.CrossRefPubMed Negash T, Ehlers V. Personal factors influencing patients’ adherence to ART in Addis Ababa, Ethiopia. J Assoc Nurses AIDS Care. 2013;24(6):530–8.CrossRefPubMed
7.
go back to reference Williams P, Narciso L, Browne G, Roberts J, Weir R, Gafni A. The prevalence, correlates, and costs of depression in people living with HIV/AIDS in Ontario: Implications for service directions. AIDS Educ Prev. 2005;17(2):119–30.CrossRefPubMed Williams P, Narciso L, Browne G, Roberts J, Weir R, Gafni A. The prevalence, correlates, and costs of depression in people living with HIV/AIDS in Ontario: Implications for service directions. AIDS Educ Prev. 2005;17(2):119–30.CrossRefPubMed
8.
go back to reference Onyebuchi-Iwudibia O, Brown A. HIV and depression in Eastern Nigeria: The role of HIV-related stigma. AIDS Care. 2014;26(5):653–7.CrossRefPubMed Onyebuchi-Iwudibia O, Brown A. HIV and depression in Eastern Nigeria: The role of HIV-related stigma. AIDS Care. 2014;26(5):653–7.CrossRefPubMed
9.
go back to reference Umubyeyi B. Exploring depression among people living with HIV/AIDS and attending a primary health care centre in Kigali Rwanda: a descriptive, cross-sectional study. Durban: Dissertation for a Master’s Degree in Nursing from The School of Nursing in The Faculty of Health Sciences College of Health Sciences University of KwaZulu Natal; 2010. Umubyeyi B. Exploring depression among people living with HIV/AIDS and attending a primary health care centre in Kigali Rwanda: a descriptive, cross-sectional study. Durban: Dissertation for a Master’s Degree in Nursing from The School of Nursing in The Faculty of Health Sciences College of Health Sciences University of KwaZulu Natal; 2010.
10.
go back to reference Kamau JW, Kuria W, Mathai M, Atwoli L, Kangethe R. Psychiatric morbidity among HIV-infected children and adolescents in a resource-poor Kenyan urban community. AIDS Care. 2012;24(7):836–42.CrossRefPubMed Kamau JW, Kuria W, Mathai M, Atwoli L, Kangethe R. Psychiatric morbidity among HIV-infected children and adolescents in a resource-poor Kenyan urban community. AIDS Care. 2012;24(7):836–42.CrossRefPubMed
11.
go back to reference Rao R, Sagar R, Kabra SK, Lodha R. Psychiatric morbidity in HIV-infected children. AIDS Care. 2007;19(6):828–33.CrossRefPubMed Rao R, Sagar R, Kabra SK, Lodha R. Psychiatric morbidity in HIV-infected children. AIDS Care. 2007;19(6):828–33.CrossRefPubMed
12.
go back to reference Bottonari KA, Stepleman LM. Improving access to mental health services via a clinic-wide mental health intervention in a Southeastern US infectious disease clinic. AIDS Care. 2010;22(2):133–6.CrossRefPubMed Bottonari KA, Stepleman LM. Improving access to mental health services via a clinic-wide mental health intervention in a Southeastern US infectious disease clinic. AIDS Care. 2010;22(2):133–6.CrossRefPubMed
13.
go back to reference Dyregrov A, Gupta L, Gjestad R, Mukanoheli E. Trauma exposure and psychological reactions to genocide among Rwandan children. J Trauma Stress. 2000;13(1):3–21.CrossRefPubMed Dyregrov A, Gupta L, Gjestad R, Mukanoheli E. Trauma exposure and psychological reactions to genocide among Rwandan children. J Trauma Stress. 2000;13(1):3–21.CrossRefPubMed
14.
go back to reference Betancourt T, Scorza P, Kanyanganzi F, Fawzi MC, Sezibera V, Cyamatare F, Beardslee W, Stulac S, Bizimana JI, Stevenson A, Kayiteshonga Y. HIV and child mental health: a case-control study in Rwanda. Pediatrics. 2014;134(2):e464–72. Betancourt T, Scorza P, Kanyanganzi F, Fawzi MC, Sezibera V, Cyamatare F, Beardslee W, Stulac S, Bizimana JI, Stevenson A, Kayiteshonga Y. HIV and child mental health: a case-control study in Rwanda. Pediatrics. 2014;134(2):e464–72.
15.
go back to reference Rieder H, Elbert T. Rwanda - lasting imprints of a genocide: trauma, mental health and psychosocial conditions in survivors, former prisoners and their children. Confl Health. 2013;7(1):6.CrossRefPubMedPubMedCentral Rieder H, Elbert T. Rwanda - lasting imprints of a genocide: trauma, mental health and psychosocial conditions in survivors, former prisoners and their children. Confl Health. 2013;7(1):6.CrossRefPubMedPubMedCentral
16.
go back to reference Betancourt T, Scorza P, Meyers-Ohki S, Mushashi C, Kayiteshonga Y, Binagwaho A, Stulac S, Beardslee WR. Validating the Center for Epidemiological Studies Depression Scale for Children in Rwanda. J Am Acad Child Adolesc Psychiatry. 2012;51(12):1284–92. Betancourt T, Scorza P, Meyers-Ohki S, Mushashi C, Kayiteshonga Y, Binagwaho A, Stulac S, Beardslee WR. Validating the Center for Epidemiological Studies Depression Scale for Children in Rwanda. J Am Acad Child Adolesc Psychiatry. 2012;51(12):1284–92.
17.
go back to reference Lacasse JJ, Forgeard MJ, Jayawickreme N, Jayawickreme E. The factor structure of the CES-D in a sample of Rwandan genocide survivors. Soc Psychiatry Psychiatr Epidemiol. 2014;49(3):459–65.CrossRefPubMed Lacasse JJ, Forgeard MJ, Jayawickreme N, Jayawickreme E. The factor structure of the CES-D in a sample of Rwandan genocide survivors. Soc Psychiatry Psychiatr Epidemiol. 2014;49(3):459–65.CrossRefPubMed
19.
go back to reference Byakika-Tusiime J, Crane J, Oyugi JH, Ragland K, Kawuma A, Musoke P, Bangsberg DR. Longitudinal antiretroviral adherence in HIV+ Ugandan parents and their children initiating HAART in the MTCT-Plus family treatment model: role of depression in declining adherence over time. AIDS Behav. 2009;Suppl 1:82–91. Byakika-Tusiime J, Crane J, Oyugi JH, Ragland K, Kawuma A, Musoke P, Bangsberg DR. Longitudinal antiretroviral adherence in HIV+ Ugandan parents and their children initiating HAART in the MTCT-Plus family treatment model: role of depression in declining adherence over time. AIDS Behav. 2009;Suppl 1:82–91.
20.
go back to reference American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 4th edition. Arlington, VA: American Psychiatric Association; 1994. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 4th edition. Arlington, VA: American Psychiatric Association; 1994.
21.
go back to reference WHO. International Statistical Classification of Diseases and Related Health Problems (ICD), 10th edition. Geneva: WHO; 2010. WHO. International Statistical Classification of Diseases and Related Health Problems (ICD), 10th edition. Geneva: WHO; 2010.
22.
go back to reference Shyirambere C. Self-reported adherence to antiretroviral drugs among children and young adolescents in Rwanda, a cross section and prospective study, Thesis. Rwanda National University: Collection services; 2012. Available in NUR Library Catalogue. Shyirambere C. Self-reported adherence to antiretroviral drugs among children and young adolescents in Rwanda, a cross section and prospective study, Thesis. Rwanda National University: Collection services; 2012. Available in NUR Library Catalogue.
23.
go back to reference Kovacs M. Children’s Depression Inventory: A measure of depressive symptoms in children and adolescents. North Tonawanda: Maria Kovacs, Ph.D. and Multi-Health Systems Inc; 2001. Kovacs M. Children’s Depression Inventory: A measure of depressive symptoms in children and adolescents. North Tonawanda: Maria Kovacs, Ph.D. and Multi-Health Systems Inc; 2001.
24.
go back to reference Stockings E, Degenhardt L, Lee YY, Mihalopoulos C, Liu A, Hobbs M, Patton G. Symptom screening scales for detecting major depressive disorder in children and adolescents: a systematic review and meta-analysis of reliability, validity and diagnostic utility. J Affect Disord. 2015;174:447–63. Stockings E, Degenhardt L, Lee YY, Mihalopoulos C, Liu A, Hobbs M, Patton G. Symptom screening scales for detecting major depressive disorder in children and adolescents: a systematic review and meta-analysis of reliability, validity and diagnostic utility. J Affect Disord. 2015;174:447–63.
25.
go back to reference Traube D, Dukay V, Kaaya S, Reyes H, Mellins C. Cross-cultural adaptation of the Children’s Depression Inventory for use in Tanzania with children affected by HIV. Vulnerable Child Youth Stud. 2010;5(2):174–87.CrossRefPubMedPubMedCentral Traube D, Dukay V, Kaaya S, Reyes H, Mellins C. Cross-cultural adaptation of the Children’s Depression Inventory for use in Tanzania with children affected by HIV. Vulnerable Child Youth Stud. 2010;5(2):174–87.CrossRefPubMedPubMedCentral
26.
go back to reference Cluver L, Gardner F, Operario D. Psychological distress amongst AIDS-orphaned children in urban South Africa. J Child Psychol Psychiatry. 2007;48(8):755–63.CrossRefPubMed Cluver L, Gardner F, Operario D. Psychological distress amongst AIDS-orphaned children in urban South Africa. J Child Psychol Psychiatry. 2007;48(8):755–63.CrossRefPubMed
27.
go back to reference Rivera C, Bernal G, Rossello J. The Children’s Depression Inventory (CDI) and the Beck Depression Inventory (BDI): Their validity as screening measures for major depression in a group of Puerto Rican adolescents. Int J Clin Health Psychol. 2005;5(3):485–98. Rivera C, Bernal G, Rossello J. The Children’s Depression Inventory (CDI) and the Beck Depression Inventory (BDI): Their validity as screening measures for major depression in a group of Puerto Rican adolescents. Int J Clin Health Psychol. 2005;5(3):485–98.
28.
go back to reference Chan DW. Depressive symptoms and perceived competence among Chinese secondary school students in Hong Kong. J Youth Adolesc. 1997;26:303–19.CrossRef Chan DW. Depressive symptoms and perceived competence among Chinese secondary school students in Hong Kong. J Youth Adolesc. 1997;26:303–19.CrossRef
29.
go back to reference Hankin BL, Abramson LY, Moffitt TE, Silva PA, McGee R, Angell KE. Development of depression from preadolescence to young adulthood: emerging gender differences in a 10-year longitudinal study. J Abnorm Psychol. 1998;107:128–40.CrossRefPubMed Hankin BL, Abramson LY, Moffitt TE, Silva PA, McGee R, Angell KE. Development of depression from preadolescence to young adulthood: emerging gender differences in a 10-year longitudinal study. J Abnorm Psychol. 1998;107:128–40.CrossRefPubMed
30.
go back to reference Sajjadi H, Mohaqeqi Kamal SH, Rafiey H, Vameghi M, Forouzan AS, Rezaei M. A systematic review of the prevalence and risk factors of depression among Iranian adolescents. Glob J Health Sci. 2013;5(3):16–27. Sajjadi H, Mohaqeqi Kamal SH, Rafiey H, Vameghi M, Forouzan AS, Rezaei M. A systematic review of the prevalence and risk factors of depression among Iranian adolescents. Glob J Health Sci. 2013;5(3):16–27.
31.
go back to reference Gonzalez JS, Peyrot M, McCarl LA, Collins EM, Serpa L, Mimiaga MJ, Safren SA. Depression and diabetes treatment non-adherence: a meta-analysis. Diabetes Care. 2008;31:2398–403.CrossRefPubMedPubMedCentral Gonzalez JS, Peyrot M, McCarl LA, Collins EM, Serpa L, Mimiaga MJ, Safren SA. Depression and diabetes treatment non-adherence: a meta-analysis. Diabetes Care. 2008;31:2398–403.CrossRefPubMedPubMedCentral
32.
go back to reference Lustman PJ, Clouse RE. Depression in diabetic patients: the relationship between mood and glycemic control. J Diabetes Complications. 2005;19:113–22.PubMed Lustman PJ, Clouse RE. Depression in diabetic patients: the relationship between mood and glycemic control. J Diabetes Complications. 2005;19:113–22.PubMed
33.
go back to reference Huang Y, Wei X, Wu T, Chen R, Guo A. Collaborative care for patients with depression and diabetes mellitus: a systematic review and meta-analysis. BMC Psychiatry. 2013;13(1):260.CrossRefPubMedPubMedCentral Huang Y, Wei X, Wu T, Chen R, Guo A. Collaborative care for patients with depression and diabetes mellitus: a systematic review and meta-analysis. BMC Psychiatry. 2013;13(1):260.CrossRefPubMedPubMedCentral
Metadata
Title
Validating the Children’s Depression Inventory in the context of Rwanda
Authors
Agnes Binagwaho
Mary C. Smith Fawzi
Mawuena Agbonyitor
Sabin Nsanzimana
Corine Karema
Eric Remera
Vincent Mutabazi
Cyprien Shyirambere
Patrick Cyamatare
Cameron Nutt
Claire Wagner
Jeanine Condo
Nancy Misago
Yvonne Kayiteshonga
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2016
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-016-0565-2

Other articles of this Issue 1/2016

BMC Pediatrics 1/2016 Go to the issue