Skip to main content
Top
Published in: BMC Psychiatry 1/2014

Open Access 01-12-2014 | Research article

Reliability and validity of the center for epidemiologic studies-depression scale in screening for depression among HIV-infected and -uninfected pregnant women attending antenatal services in northern Uganda: a cross-sectional study

Authors: Barnabas K Natamba, Jane Achan, Angela Arbach, Thomas O Oyok, Shibani Ghosh, Saurabh Mehta, Rebecca J Stoltzfus, Jeffrey K Griffiths, Sera L Young

Published in: BMC Psychiatry | Issue 1/2014

Login to get access

Abstract

Background

There are limited data on the prevalence and approaches to screening for depression among pregnant women living in resource poor settings with high HIV burden.

Methods

We studied the reliability and accuracy of the Center for Epidemiologic Studies Depression (CES-D) scale in 123 (36 HIV-infected and 87 -uninfected) pregnant women receiving antenatal care at Gulu Regional Referral Hospital, Uganda. CES-D scores were compared to results from the psychiatrist-administered Mini-International Neuropsychiatric Interview (MINI) for current major depressive disorder (MDD), a “gold standard” for assessing depression. We employed measures of internal consistency (Cronbach’s alpha), and criterion validity [Area Under the Receiver Operating Characteristic Curve (AUROC), sensitivity (Se), specificity (Sp), and positive predictive value (PPV)] to evaluate the reliability and validity of the CES-D scale.

Results

35.8% of respondents were currently experiencing an MDD, as defined from outputs of the MINI-depression module. The CES-D had high internal consistency (Cronbach’s alpha = 0.92) and good discriminatory ability in detecting MINI-defined current MDDs (AUROC = 0.82). The optimum CES-D cutoff score for the identification of probable MDD was between 16 and 17. A CES-D cutoff score of 17, corresponding to Se, Sp, and PPV values of 72.7%, 78.5%, and 76.5%, is proposed for adoption in this population and performs well for HIV-infected and -uninfected women. After adjusting for baseline differences between the HIV subgroups (maternal age and marital status), HIV-infected pregnant women scored 6.2 points higher on the CES-D than HIV-uninfected women (p = 0.032).

Conclusions

The CES-D is a suitable instrument for screening for probable major depression among pregnant women of mixed HIV status attending antenatal services in northern Uganda.
Appendix
Available only for authorised users
Literature
1.
go back to reference Murray CJL, Lopez AD: Global Health Statistics-a Compendium of Incidence, Prevalence, and Mortality Estimates for Over 200 Conditions. 1996, Harvard Sch of Public Health, Boston Murray CJL, Lopez AD: Global Health Statistics-a Compendium of Incidence, Prevalence, and Mortality Estimates for Over 200 Conditions. 1996, Harvard Sch of Public Health, Boston
2.
go back to reference Murray CJL, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez M-G, Baxter A, Bell ML, Benjamin EJ, et al: Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012, 380: 2197-2223. 10.1016/S0140-6736(12)61689-4.CrossRefPubMed Murray CJL, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez M-G, Baxter A, Bell ML, Benjamin EJ, et al: Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012, 380: 2197-2223. 10.1016/S0140-6736(12)61689-4.CrossRefPubMed
3.
go back to reference Chishinga N, Kinyanda E, Weiss HA, Patel V, Ayles H, Seedat S: Validation of brief screening tools for depressive and alcohol use disorders among TB and HIV patients in primary care in Zambia. BMC Psychiatry. 2011, 11: 75-10.1186/1471-244X-11-75.CrossRefPubMedPubMedCentral Chishinga N, Kinyanda E, Weiss HA, Patel V, Ayles H, Seedat S: Validation of brief screening tools for depressive and alcohol use disorders among TB and HIV patients in primary care in Zambia. BMC Psychiatry. 2011, 11: 75-10.1186/1471-244X-11-75.CrossRefPubMedPubMedCentral
4.
go back to reference Kaharuza FM, Bunnell R, Moss S, Purcell DW, Bikaako-Kajura W, Wamai N, Downing R, Solberg P, Coutinho A, Mermin J: Depression and CD4 cell count among persons with HIV infection in Uganda. AIDS Behav. 2006, 10: 105-111. 10.1007/s10461-006-9142-2.CrossRef Kaharuza FM, Bunnell R, Moss S, Purcell DW, Bikaako-Kajura W, Wamai N, Downing R, Solberg P, Coutinho A, Mermin J: Depression and CD4 cell count among persons with HIV infection in Uganda. AIDS Behav. 2006, 10: 105-111. 10.1007/s10461-006-9142-2.CrossRef
5.
go back to reference Myer LL, Smit JJ, Le LL, Roux L, Parker SS, Stein DJD, Seedat SS: Common mental disorders among HIV-infected individuals in South Africa: prevalence, predictors, and validation of brief psychiatric rating scales. AIDS Patient Care STDS. 2008, 22: 147-158. 10.1089/apc.2007.0102.CrossRefPubMed Myer LL, Smit JJ, Le LL, Roux L, Parker SS, Stein DJD, Seedat SS: Common mental disorders among HIV-infected individuals in South Africa: prevalence, predictors, and validation of brief psychiatric rating scales. AIDS Patient Care STDS. 2008, 22: 147-158. 10.1089/apc.2007.0102.CrossRefPubMed
6.
go back to reference Chibanda D, Mangezi W, Tshimanga M, Woelk G, Rusakaniko P, Stranix-Chibanda L, Midzi S, Maldonado Y, Shetty AK: Validation of the Edinburgh postnatal depression scale among women in a high HIV prevalence area in urban Zimbabwe. Arch Womens Ment Health. 2009, 13: 201-206. 10.1007/s00737-009-0073-6.CrossRefPubMed Chibanda D, Mangezi W, Tshimanga M, Woelk G, Rusakaniko P, Stranix-Chibanda L, Midzi S, Maldonado Y, Shetty AK: Validation of the Edinburgh postnatal depression scale among women in a high HIV prevalence area in urban Zimbabwe. Arch Womens Ment Health. 2009, 13: 201-206. 10.1007/s00737-009-0073-6.CrossRefPubMed
7.
go back to reference Arseniou S, Arvaniti A, Samakouri M: HIV infection and depression. Psychiatry Clin Neurosci. 2013, 68: 96-109. 10.1111/pcn.12097.CrossRefPubMed Arseniou S, Arvaniti A, Samakouri M: HIV infection and depression. Psychiatry Clin Neurosci. 2013, 68: 96-109. 10.1111/pcn.12097.CrossRefPubMed
8.
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: 470-477. 10.1097/QAI.0b013e31802f1318.CrossRefPubMed 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: 470-477. 10.1097/QAI.0b013e31802f1318.CrossRefPubMed
9.
go back to reference Hatcher AM, Tsai AC, Kumbakumba E, Dworkin SL, Hunt PW, Martin JN, Clark G, Bangsberg DR, Weiser SD: Sexual relationship power and depression among HIV-infected women in rural Uganda. PLoS ONE. 2012, 7: e49821-10.1371/journal.pone.0049821.CrossRefPubMedPubMedCentral Hatcher AM, Tsai AC, Kumbakumba E, Dworkin SL, Hunt PW, Martin JN, Clark G, Bangsberg DR, Weiser SD: Sexual relationship power and depression among HIV-infected women in rural Uganda. PLoS ONE. 2012, 7: e49821-10.1371/journal.pone.0049821.CrossRefPubMedPubMedCentral
10.
go back to reference Simbayi LC, Kalichman S, Strebel A, Cloete A, Henda N, Mqeketo A: Internalized stigma, discrimination, and depression among men and women living with HIV/AIDS in Cape Town, South Africa. Soc Sci Med. 2007, 64: 1823-1831. 10.1016/j.socscimed.2007.01.006.CrossRefPubMedPubMedCentral Simbayi LC, Kalichman S, Strebel A, Cloete A, Henda N, Mqeketo A: Internalized stigma, discrimination, and depression among men and women living with HIV/AIDS in Cape Town, South Africa. Soc Sci Med. 2007, 64: 1823-1831. 10.1016/j.socscimed.2007.01.006.CrossRefPubMedPubMedCentral
11.
go back to reference Ciesla JA, Roberts JE: Meta-analysis of the relationship between HIV infection and risk for depressive disorders. Am J Psychiatry. 2001, 158: 725-730. 10.1176/appi.ajp.158.5.725.CrossRefPubMed Ciesla JA, Roberts JE: Meta-analysis of the relationship between HIV infection and risk for depressive disorders. Am J Psychiatry. 2001, 158: 725-730. 10.1176/appi.ajp.158.5.725.CrossRefPubMed
12.
go back to reference Nakimuli-Mpungu E, Bass JK, Alexandre P, Mills EJ, Musisi S, Ram M, Katabira E, Nachega JB: Depression, alcohol use and adherence to antiretroviral therapy in sub-Saharan Africa: a systematic review. AIDS Behav. 2012, 16: 2101-2118. 10.1007/s10461-011-0087-8.CrossRefPubMed Nakimuli-Mpungu E, Bass JK, Alexandre P, Mills EJ, Musisi S, Ram M, Katabira E, Nachega JB: Depression, alcohol use and adherence to antiretroviral therapy in sub-Saharan Africa: a systematic review. AIDS Behav. 2012, 16: 2101-2118. 10.1007/s10461-011-0087-8.CrossRefPubMed
13.
go back to reference Bennett HA, Einarson A, Taddio A, Koren G, Einarson TR: Prevalence of depression during pregnancy: systematic review. Obstet Gynecol. 2004, 103: 698-709. 10.1097/01.AOG.0000116689.75396.5f.CrossRefPubMed Bennett HA, Einarson A, Taddio A, Koren G, Einarson TR: Prevalence of depression during pregnancy: systematic review. Obstet Gynecol. 2004, 103: 698-709. 10.1097/01.AOG.0000116689.75396.5f.CrossRefPubMed
14.
go back to reference Roberts B, Ocaka K, Browne J, Oyok T, Sondorp E: Factors associated with post-traumatic stress disorder and depression amongst internally displaced persons in northern Uganda. BMC Psychiatry. 2008, 8: 38-10.1186/1471-244X-8-38.CrossRefPubMedPubMedCentral Roberts B, Ocaka K, Browne J, Oyok T, Sondorp E: Factors associated with post-traumatic stress disorder and depression amongst internally displaced persons in northern Uganda. BMC Psychiatry. 2008, 8: 38-10.1186/1471-244X-8-38.CrossRefPubMedPubMedCentral
15.
go back to reference Weissman MM, Bland RC, Canino GJ, Faravelli C, Greenwald S, Hwu HG, Joyce PR, Karam EG, Lee CK, Lellouch J, Lépine JP, Newman SC, Rubio-Stipec M, Wells JE, Wickramaratne PJ, Wittchen H, Yeh EK: Cross-national epidemiology of major depression and bipolar disorder. JAMA. 1996, 276: 293-299. 10.1001/jama.1996.03540040037030.CrossRefPubMed Weissman MM, Bland RC, Canino GJ, Faravelli C, Greenwald S, Hwu HG, Joyce PR, Karam EG, Lee CK, Lellouch J, Lépine JP, Newman SC, Rubio-Stipec M, Wells JE, Wickramaratne PJ, Wittchen H, Yeh EK: Cross-national epidemiology of major depression and bipolar disorder. JAMA. 1996, 276: 293-299. 10.1001/jama.1996.03540040037030.CrossRefPubMed
16.
go back to reference Olley BO, Seedat S, Nei DG, Stein DJ: Predictors of major depression in recently diagnosed patients with HIV/AIDS in South Africa. AIDS Patient Care STDS. 2004, 18: 481-487. 10.1089/1087291041703700.CrossRefPubMed Olley BO, Seedat S, Nei DG, Stein DJ: Predictors of major depression in recently diagnosed patients with HIV/AIDS in South Africa. AIDS Patient Care STDS. 2004, 18: 481-487. 10.1089/1087291041703700.CrossRefPubMed
17.
go back to reference Rochat TJ, Richter LM, Doll HA, Buthelezi NP, Tomkins A, Stein A: Depression among pregnant rural South African women undergoing HIV testing. JAMA. 2006, 295: 1376-1378. 10.1001/jama.295.12.1376.CrossRefPubMed Rochat TJ, Richter LM, Doll HA, Buthelezi NP, Tomkins A, Stein A: Depression among pregnant rural South African women undergoing HIV testing. JAMA. 2006, 295: 1376-1378. 10.1001/jama.295.12.1376.CrossRefPubMed
18.
go back to reference Bonacquisti A, Geller PA, Aaron E: Rates and predictors of prenatal depression in women living with and without HIV. AIDS Care. 2014, 26: 100-106. 10.1080/09540121.2013.802277.CrossRefPubMed Bonacquisti A, Geller PA, Aaron E: Rates and predictors of prenatal depression in women living with and without HIV. AIDS Care. 2014, 26: 100-106. 10.1080/09540121.2013.802277.CrossRefPubMed
19.
go back to reference Siu BW, Leung SS, Ip P, Hung SF, O’Hara MW: Antenatal risk factors for postnatal depression: aprospective study of chinese women at maternaland child health centres. BMC Psychiatry. 2012, 12: 22-10.1186/1471-244X-12-22.CrossRefPubMedPubMedCentral Siu BW, Leung SS, Ip P, Hung SF, O’Hara MW: Antenatal risk factors for postnatal depression: aprospective study of chinese women at maternaland child health centres. BMC Psychiatry. 2012, 12: 22-10.1186/1471-244X-12-22.CrossRefPubMedPubMedCentral
20.
go back to reference Glover V: Maternal depression, anxiety and stress during pregnancy and child outcome; what needs to be done. Best Pract Res Clin Obstet Gynaecol. 2014, 28: 25-35. 10.1016/j.bpobgyn.2013.08.017.CrossRefPubMed Glover V: Maternal depression, anxiety and stress during pregnancy and child outcome; what needs to be done. Best Pract Res Clin Obstet Gynaecol. 2014, 28: 25-35. 10.1016/j.bpobgyn.2013.08.017.CrossRefPubMed
21.
go back to reference Avan B, Richter LM, Ramchandani PG, Norris SA, Stein A: Maternal postnatal depression and children's growth and behaviour during the early years of life: exploring the interaction between physical and mental health. Arch Dis Child. 2010, 95: 690-695. 10.1136/adc.2009.164848.CrossRefPubMed Avan B, Richter LM, Ramchandani PG, Norris SA, Stein A: Maternal postnatal depression and children's growth and behaviour during the early years of life: exploring the interaction between physical and mental health. Arch Dis Child. 2010, 95: 690-695. 10.1136/adc.2009.164848.CrossRefPubMed
22.
go back to reference Akena D, Joska J, Obuku EA, Amos T, Musisi S, Stein DJ: Comparing the accuracy of brief versus long depression screening instruments which have been validated in low and middle income countries; a systematic review. BMC Psychiatry. 2012, 12: 187-10.1186/1471-244X-12-187.CrossRefPubMedPubMedCentral Akena D, Joska J, Obuku EA, Amos T, Musisi S, Stein DJ: Comparing the accuracy of brief versus long depression screening instruments which have been validated in low and middle income countries; a systematic review. BMC Psychiatry. 2012, 12: 187-10.1186/1471-244X-12-187.CrossRefPubMedPubMedCentral
23.
go back to reference Radloff LS: The CES-D Scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977, 1: 385-401. 10.1177/014662167700100306.CrossRef Radloff LS: The CES-D Scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977, 1: 385-401. 10.1177/014662167700100306.CrossRef
24.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC: The mini-international neuropsychiatric interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998, 59: 22-33.PubMed Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC: The mini-international neuropsychiatric interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998, 59: 22-33.PubMed
25.
go back to reference Nakasujja N, Skolasky RL, Musisi S, Allebeck P, Robertson K, Ronald A, Katabira E, Clifford DB, Sacktor N: Depression symptoms and cognitive function among individuals with advanced HIV infection initiating HAART in Uganda. BMC Psychiatry. 2010, 10: 44-10.1186/1471-244X-10-44.CrossRefPubMedPubMedCentral Nakasujja N, Skolasky RL, Musisi S, Allebeck P, Robertson K, Ronald A, Katabira E, Clifford DB, Sacktor N: Depression symptoms and cognitive function among individuals with advanced HIV infection initiating HAART in Uganda. BMC Psychiatry. 2010, 10: 44-10.1186/1471-244X-10-44.CrossRefPubMedPubMedCentral
26.
go back to reference Fabiani M, Nattabi B, Pierotti C, Ciantia F, Opio AA, Musinguzi J, Ayella EO, Declich S: HIV-1 prevalence and factors associated with infection in the conflict-affected region of North Uganda. Confl Health. 2007, 1: 3-10.1186/1752-1505-1-3.CrossRefPubMedPubMedCentral Fabiani M, Nattabi B, Pierotti C, Ciantia F, Opio AA, Musinguzi J, Ayella EO, Declich S: HIV-1 prevalence and factors associated with infection in the conflict-affected region of North Uganda. Confl Health. 2007, 1: 3-10.1186/1752-1505-1-3.CrossRefPubMedPubMedCentral
27.
go back to reference Uganda National Policy Guidelines for HIV Counseling and Testing. 2005, Ministry of Health, Kampala Uganda National Policy Guidelines for HIV Counseling and Testing. 2005, Ministry of Health, Kampala
28.
go back to reference Santos J: Cronbach's alpha: a tool for assessing the reliability of scales. J Ext. 1999, 37: 1-5. Santos J: Cronbach's alpha: a tool for assessing the reliability of scales. J Ext. 1999, 37: 1-5.
29.
go back to reference Porta MS, Greenland S, Hernán M, Santos Silva Dos I, Last JM: A Dictionary of Epidemiology. 2014, Oxford University Press, Oxford Porta MS, Greenland S, Hernán M, Santos Silva Dos I, Last JM: A Dictionary of Epidemiology. 2014, Oxford University Press, Oxford
30.
go back to reference Patel VV, Araya RR, Chowdhary NN, King MM, Kirkwood BB, Nayak SS, Simon GG, Weiss HAH: Detecting common mental disorders in primary care in India: a comparison of five screening questionnaires. Psychol Med. 2008, 38: 221-228. 10.1017/S0033291707002334.CrossRefPubMed Patel VV, Araya RR, Chowdhary NN, King MM, Kirkwood BB, Nayak SS, Simon GG, Weiss HAH: Detecting common mental disorders in primary care in India: a comparison of five screening questionnaires. Psychol Med. 2008, 38: 221-228. 10.1017/S0033291707002334.CrossRefPubMed
31.
go back to reference Tsai AC, Bangsberg DR, Frongillo EA, Hunt PW, Muzoora C, Martin JN, Weiser SD: Food insecurity, depression and the modifying role of social support among people living with HIV/AIDS in rural Uganda. Soc Sci Med. 2012, 74: 2012-2019. 10.1016/j.socscimed.2012.02.033.CrossRefPubMedPubMedCentral Tsai AC, Bangsberg DR, Frongillo EA, Hunt PW, Muzoora C, Martin JN, Weiser SD: Food insecurity, depression and the modifying role of social support among people living with HIV/AIDS in rural Uganda. Soc Sci Med. 2012, 74: 2012-2019. 10.1016/j.socscimed.2012.02.033.CrossRefPubMedPubMedCentral
32.
go back to reference Ertl V, Pfeiffer A, Saile R, Schauer E, Elbert T, Neuner F: Validation of a mental health assessment in an African conflict population. International Perspectives in Psychology: Research, Practice, Consultation. 2011, 1 (S): 19-27. Ertl V, Pfeiffer A, Saile R, Schauer E, Elbert T, Neuner F: Validation of a mental health assessment in an African conflict population. International Perspectives in Psychology: Research, Practice, Consultation. 2011, 1 (S): 19-27.
33.
go back to reference Nakimuli-Mpungu E, Mojtabai R, Alexandre PK, Katabira E, Musisi S, Nachega JB, Bass JK: Cross-cultural adaptation and validation of the self-reporting questionnaire among HIV + individuals in a rural ART program in southern Uganda. HIV. 2012, 4: 51-60. 10.2147/HIV.S29818.CrossRef Nakimuli-Mpungu E, Mojtabai R, Alexandre PK, Katabira E, Musisi S, Nachega JB, Bass JK: Cross-cultural adaptation and validation of the self-reporting questionnaire among HIV + individuals in a rural ART program in southern Uganda. HIV. 2012, 4: 51-60. 10.2147/HIV.S29818.CrossRef
34.
go back to reference Muhwezi WW, Agren H, Neema S, Maganda AK, Musisi S: Life events associated with major depression in Ugandan primary healthcare (PHC) patients: issues of cultural specificity. Int J Soc Psychiatry. 2008, 54: 144-163. 10.1177/0020764007083878.CrossRefPubMed Muhwezi WW, Agren H, Neema S, Maganda AK, Musisi S: Life events associated with major depression in Ugandan primary healthcare (PHC) patients: issues of cultural specificity. Int J Soc Psychiatry. 2008, 54: 144-163. 10.1177/0020764007083878.CrossRefPubMed
35.
go back to reference WHO Antenatal Care Randomized Trial: Manual for the Implementation of the New Model. 2002, World Health Organization, Geneva WHO Antenatal Care Randomized Trial: Manual for the Implementation of the New Model. 2002, World Health Organization, Geneva
36.
go back to reference mhGAP Intervention Guide for Mental, Neurological and Substance Use Disorders in Non-Specialized Health Settings: Version 1.0. 2010, World Health Organization, Geneva mhGAP Intervention Guide for Mental, Neurological and Substance Use Disorders in Non-Specialized Health Settings: Version 1.0. 2010, World Health Organization, Geneva
Metadata
Title
Reliability and validity of the center for epidemiologic studies-depression scale in screening for depression among HIV-infected and -uninfected pregnant women attending antenatal services in northern Uganda: a cross-sectional study
Authors
Barnabas K Natamba
Jane Achan
Angela Arbach
Thomas O Oyok
Shibani Ghosh
Saurabh Mehta
Rebecca J Stoltzfus
Jeffrey K Griffiths
Sera L Young
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2014
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-014-0303-y

Other articles of this Issue 1/2014

BMC Psychiatry 1/2014 Go to the issue