Ear, Nose and Throat (ENT) disease diagnostic error in low-resource health care: Observations from a hospital-based cross-sectional study
PLOS ONE
RESEARCH ARTICLE
Ear, Nose and Throat (ENT) disease diagnostic
error in low-resource health care:
Observations from a hospital-based crosssectional study
Lufunda Lukama ID1,2*, Colleen Aldous2, Charles Michelo3,4, Chester Kalinda ID5,6
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1 Department of Otorhinolaryngology, Head and Neck Surgery, Ndola Teaching Hospital, Ndola, Zambia,
2 College of Health Sciences, Nelson R Mandela School of Clinical Medicine, University of KwaZulu-Natal,
Durban, South Africa, 3 School of Public Health, Department of Epidemiology, Harvest University, Lusaka,
Zambia, 4 Strategic Centre for Health Systems Metrics & Evaluations (SCHEME), School of Public Health,
University of Zambia, Lusaka, Zambia, 5 Bill and Joyce Cummings Institute of Global Health, University of
Global Health Equity, Kigali, Rwanda, 6 Howard College Campus, College of Health Sciences, School of
Public Health and Nursing, University of KwaZulu-Natal, Durban, South Africa
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OPEN ACCESS
Citation: Lukama L, Aldous C, Michelo C, Kalinda C
(2023) Ear, Nose and Throat (ENT) disease
diagnostic error in low-resource health care:
Observations from a hospital-based crosssectional study. PLoS ONE 18(2): e0281686.
https://doi.org/10.1371/journal.pone.0281686
Editor: Jorge Spratley, University of Porto Faculty
of Medicine, PORTUGAL
Received: September 30, 2022
Accepted: January 28, 2023
Published: February 9, 2023
Peer Review History: PLOS recognizes the
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https://doi.org/10.1371/journal.pone.0281686
Copyright: © 2023 Lukama et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: The data used in this
study can be accessed here: Lukama, Lufunda;
Aldous, Colleen; Michelo, Charles; Kalinda, Chester
(2022), “Dataset on diagnostic errors of Ear, Nose
Abstract
Although the global burden of ear, nose and throat (ENT) diseases is high, data relating to
ENT disease epidemiology and diagnostic error in resource-limited settings remain scarce.
We conducted a retrospective cross-sectional review of ENT patients’ clinical records at a
resource-limited tertiary hospital. We determined the diagnostic accuracy and appropriateness of patient referrals for ENT specialist care using descriptive statistics. Cohens kappa
coefficient (κ) was calculated to determine the diagnostic agreement between non-ENT clinicians and the ENT specialist, and logistic regression applied to establish the likelihood of
patient misdiagnosis by non-ENT clinicians. Of the 1543 patients studied [age 0–87 years,
mean age 25(21) years (mean(SD)], non-ENT clinicians misdiagnosed 67.4% and inappropriately referred 50.4%. Compared to those aged 0–5 years, patients aged 51–87 years
were 1.77 (95%CI: 1.03–3.04) fold more likely to have a referral misdiagnosis for specialist
care. Patients with ear (aOR: 1.63; 95% CI: 1.14–2.33) and those with sinonasal diseases
(aOR: 1.80; 95% CI: 1.14–2.45) had greater likelihood of referral misdiagnosis than those
with head and neck diseases. Agreement in diagnosis between the ENT specialist and nonENT clinicians was poor (κ = 0.0001). More effective, accelerated training of clinicians may
improve diagnostic accuracy in low-resource settings.
Introduction
Diseases affecting the ear, nose and throat (ENT) constitute 20–50% of disorders treated at
health facilities [1]. In most resource-limited settings, they are associated with poor outcomes
[2]. Despite their high prevalence, ENT diseases have been disregarded in global health [3]. In
Zambia and other developing countries, ENT health care is poorly funded and has inadequate
PLOS ONE | https://doi.org/10.1371/journal.pone.0281686 February 9, 2023
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PLOS ONE
and Throat (ENT) diseases ”, Mendeley Data, v1
(http://dx.doi.org/10.17632/6tgz2db7yn.1).
Funding: The authors received no specific funding
for this work. However, during the course of this
study, Lufunda Lukama received a tuition fee
waiver from the University of KwaZulu-Natal
(https://ukzn.ac.za) and a scholarship (tuition fees,
living cost stipend) from the Canon Collins
Educational and Legal Assistance Trust (https://
canoncollins.org/) for his Doctor of Philosophy
studies at the University of KwaZulu-Natal College
of Health Sciences in South Africa [no grant
numbers available]. There was no additional
external funding received for this study. The
funders had no role in study design, data collection
and analysis, decision to publish, or preparation of
the manuscript.
Competing interests: The authors have declared
that no competing interests exist.
Ear, Nose and Throat (ENT) disease diagnostic error in low-resource health care
infrastructure, equipment, medication, human resources and training facilities [4, 5]. The few
available ENT specialists are distributed to limited overwhelmed urban units. Thus, most ENT
patients are treated by clinicians not trained in ENT disease management [4]. Although these
clinicians must be competent in the basic management of ENT conditions, many countries
have deemed them inadequately trained to treat ENT diseases [6]. As a result, the true incidence of diagnostic error (delayed, missed or wrong diagnosis) [7] and inappropriate or late
ENT patient referrals for treatment among non-ENT clinicians is likely high.
Diagnostic error contributes up to 70% of all medical errors [8]. In well-resourced countries, the incidence of diagnostic error varies between 0.7 to 15%, of which half is harmful [9,
10]. However, in low-resource settings, data relating to harmful diagnostic error remains
sparse due to limited access to diagnostic resources, shortage of qualified medical professionals
and poverty of electronic record-keeping systems [11]. While inappropriate referral of patients
can undermine the quality of patient care [12], misdiagnosis increases the risk of death, elevates the financial strain on the already stretched health systems and may result in significant
litigation [13]. In Zambia, there has not been an investigation into the prevalence and impact
of diagnostic errors in health facilities.
In this study, we determined the diagnostic accuracy and estimated the appropriateness of
referrals among patients treated at Zambia’s highest ENT treatment facility. In addition, we
determined the level of agreement of ENT diagnoses between the ENT specialist and referring
clinicians.
Methods
Design and setting
We conducted a retrospective cross-sectional review of clinical case records of patients presenting to the University Teaching Hospitals (UTH) ENT outpatient clinic in Zambia be (...truncated)