The validity of the patient health Questionnaire-9 to screen for depression in patients with type-2 diabetes mellitus in non-communicable diseases clinics in Malawi
Udedi et al. BMC Psychiatry
(2019) 19:81
https://doi.org/10.1186/s12888-019-2062-2
RESEARCH ARTICLE
Open Access
The validity of the patient health
Questionnaire-9 to screen for depression in
patients with type-2 diabetes mellitus in
non-communicable diseases clinics in
Malawi
Michael Udedi1,2,3* , Adamson S. Muula3,4, Robert C. Stewart1 and Brian W. Pence5
Abstract
Background: Depression is a global problem, affecting populations worldwide, but is too often under-diagnosed.
The identification of depression among patients with diabetes is important because depression is prevalent in this
group and can complicate diabetes management.
Objectives: The aim of the study was to determine the sensitivity and specificity of the PHQ-9 in the detection of
depression among patients with type-2 diabetes mellitus attending non-communicable diseases (NCD) clinics in
Malawi.
Methods: We conducted a validation study of the Patient Health Questionnaire (PHQ-9) among 323 patients with
type-2 diabetes mellitus who attended two NCD clinics in one of the 28 districts of Malawi. The participants were
screened consecutively using the nine-item PHQ-9 in Chichewa by a research assistant and completed a diagnostic
interview using the Structured Clinical Interview for DSM-IV (SCID) for depression with a mental health clinician. We
evaluated both content validity based on expert judgement and criterion validity of the Patient Health Questionnaire
(PHQ-9) based on performance against the SCID. The PHQ-9 cutpoint that maximized sensitivity plus specificity was
selected to report test characteristics.
Results: Using the SCID for depression, the prevalence of minor or major depression was 41% (133/323). The internal
consistency estimate for the PHQ-9 was 0.83, with an area under the receiver operator curve (AUC) of 0.93 (95% CI, [0.
91–0.96]). Using the optimal cut-point of ≥9, the PHQ-9 had a sensitivity of 64% and a specificity of 94% in detecting
both minor and major depression, with likelihood ratio-positive = 10.1 and likelihood ratio negative =0.4 as well as
overall correct classification (OCC) rate of 81%.
Conclusions: This is the first validation study of the PHQ-9 in NCD clinics in Malawi. Depression was highly prevalent in
this sample. The PHQ-9 demonstrated reasonable accuracy in identifying cases of depression and is a useful screening
tool in this setting. Health care workers in NCD clinics can use the PHQ-9 to identify depression among their patients
with those having a positive screen followed up by additional diagnostic assessment to confirm diagnosis.
Trial registration: PACTR201807135104799. Retrospectively registered on 12 July 2018.
Keywords: PHQ-9, Validation, Non communicable diseases, Depression, Diabetes mellitus, Malawi
* Correspondence:
1
Department of Mental Health, University of Malawi, College of Medicine, P/
Bag 360, Chichiri, Blantyre 3, Malawi
2
Department of Clinical Services, Ministry of Health, P. O. Box 30377, Capital
City, Lilongwe 3, Malawi
Full list of author information is available at the end of the article
© The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
Udedi et al. BMC Psychiatry
(2019) 19:81
Background
Depression contributes significantly to the global burden of
disease. Depression is often under-diagnosed in low and
middle-income countries (LMICs) [1, 2]. The poor detection of depression is associated with disability and leads to
increased use of health services for physical health complaints in both high-income countries and LMICs [3]. If
healthcare workers are able to diagnose depression, they
can reduce morbidity and improve patient wellbeing by
providing cost-effective treatments [4, 5]. In order to detect
and diagnose depression, we need to have effective tools.
Because depression varies based on cultural context,
screening tools must be adapted and validated for particular
populations.
There are a number of tools used to screen for depression. The Patient Health Questionnaire (PHQ-9) is widely
used for screening and monitoring treatment of depression [6]. The PHQ 9 is a nine-item scale assessing symptoms experienced in the preceding two weeks. The
reliability and validity of the PHQ-9 are sound, and internal validity of the PHQ-9 is high. The PHQ-9 questions
are easily understood, and the PHQ-9 requires minimal
time to administer and score [7]. The PHQ-9 has been
validated and translated in some African countries including Nigeria [8], Ghana [9], Kenya [10], Cameroon, [11],
Ethiopia [12], South Africa [13], and Uganda [1]. However,
the PHQ-9 has not been validated for use in Malawi, and
there are currently few tools for efficient and effective depression screening in a general healthcare setting in
Malawi. The Self Reporting Questionnaire (SRQ) has been
validated to screen for major depressive episodes in
Malawi [14]. However the SRQ-20 is limited in response
options (‘yes’ or ‘no’) [15], whereas the PHQ-9 has greater
variety of options for describing symptom occurrence.
Accordingly, we conducted a validation study of the
PHQ-9 for detection of depression in Malawi. We validated this tool in patients with type-2 diabetes mellitus attending two NCD clinics in Malawi. We chose the PHQ-9
for this study because it is effective in other settings and
brief, which is compatible with Malawian health care setting workload. We conducted this study in an NCD clinic
because depression is often comorbid with NCDs [16–18],
and it is particularly important to have a tool that is
validated for use in general healthcare settings, such as an
NCD clinic. We included only patients with diabetes because the health care burden associated with the rapidly
increasing diabetes population in Malawi, and the concern
that depression can interfere with clinic appointment
attendance and treatment adherence, makes this a timely
and important focus [19–23]. The use of a valid screening
tool for depression will help clinicians better diagnose
patients and initiate treatment, which is in line with the
strategy of integration of mental health as outlined in
Malawi’s National Mental Health Policy.
Page 2 of 7
Materials and methods
Setting and participants
We conducted the study in Lilongwe district, a predominantly Chichewa speaking district. The study was conducted
in two NCD clinics of Area 25 Health Centre under
Lilongwe District Health Office and Kamuzu Central
Hospital. The Area 25 Health Centre has been piloting a
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