Factors Associated with Non-Use of Lung Ultrasound by Doctors in the Democratic Republic of Congo ()
1. Introduction
Pulmonary ultrasound is a fundamental tool for the evaluation of patients with dyspnea and respiratory failure and is widely adopted by physicians working in several medical specialties, including intensive care, emergency, pulmonary and internal medicine [1]-[7]. Recently, attempts have been made to integrate lung ultrasound teaching into medical curricula, either as part of targeted ultrasound tasks, such as the detection of pleural effusion or pneumothorax or as part of a more comprehensive ultrasound curriculum in the event of a specialization in pulmonology [8]-[11].
Data from the Democratic Republic of Congo indicate that lung ultrasound is not a daily practice. Knowledge of this practice among doctors in the DRC would be an asset in improving patient management [12] [13]. The role of diagnosing pulmonary pathologies and referring cases to the appropriate services is crucial, and falls mainly to doctors. Indeed, a finding has been revealed in the DRC on the need for further training of physicians in pulmonary ultrasound in order to enable correct diagnosis, referral and management of pulmonary pathologies [14]. This study aims to identify factors associated with the non-use of pulmonary ultrasound.
2. Methods
This was an analytical cross-sectional study conducted online in the Democratic Republic of Congo during the period from September to December 2024. The study population consisted of all Congolese physicians living in the Democratic Republic of Congo. All Congolese doctors practicing in a hospital or in a program and having freely agreed in writing or orally to participate in the study were included. Foreign doctors and Congolese doctors living abroad were not included in this study. Doctors who failed to answer two-thirds of the questions in the questionnaire were excluded from the study.
Sampling was non-probability. Sample size was appropriate. The sampling method used enabled us to collect 363 participants. Data were collected from a questionnaire designed using a Gmail link to be sent to a doctor via WhatsApp whose telephone number we had. The recipient was asked to send the questionnaire to other doctors he or she knew, and so on. The questionnaire was put online and could be filled in by any Doctor in the DRC, and the links and QR code to access the study were distributed to correspondents via WhatsApp and to participants who expressed an interest in the study and answered the questions directly. Recruitment of participants was therefore mainly based on the “snowball effect”. After validating consent, access to the questionnaire did not require identification, and responses were completely anonymous. The principal investigator was responsible for collecting the data via a confidentiality code.
The variables of interest were the sociodemographic characteristics of the physicians (age, sex, medical specialty, years of experience, classification of facilities, type of facility, having received specific training in lung ultrasound), knowledge of the indications for lung ultrasound, use of ultrasound.
3. Statistical Analysis
Data were collected using Excel 2010, then exported to SPSS for Windows version 26 for analysis. Categorical variables were presented as absolute and relative frequencies. Proportions were compared using Pearson’s chi-square test or Fischer’s exact test. Determinants of lung ultrasound use were examined in a univariate model and were included in the logistic regression model when associated with the dependent variable in the multivariate analysis. Variables not contributing significantly (P ≥ 0.05) were progressively excluded to obtain the final models. The adjusted odds ratios calculated were used to estimate the degree of association between the dependent variable and the independent variables. The value of p < 0.05 was taken as the threshold of statistical significance.
4. Results
Figure 1. Proportion of physicians using lung ultrasound.
This figure shows that 221% or 60.9% of the doctors surveyed had already used lung ultrasound, compared with 142% or 39.1% who had never used it (Figure 1).
Table 1 shows that doctors who have used lung ultrasound are general practitioners (63%), followed by pediatricians and internal medicine specialists (13.1% and 8.1% respectively). Other characteristics (gender, age, year of experience, type of hospital attended) had no influence on the use of lung ultrasound.
Table 2 shows that the doctors who used lung ultrasound the most had a good level of knowledge of lung ultrasound (70%), they thought lung ultrasound was very useful or useful (54% and 38% respectively), lack of training was a barrier to the use of lung ultrasound (81%), they had at least 3 out of 5 confidence in lung ultrasound (31%, 26% and 17%), they thought that ultrasound equipment was not easy to find (68%), and that interpretation (49%), time (30%) and technique (14%) were challenges to the use of lung ultrasound (See Table 2).
Doctors who have used lung ultrasound believe it to be more reliable than those who have never used it (19.9% vs. 13.4%), although in significantly different proportions in both cases, radiography was considered to be more reliable (46.2% vs. 64.8%). Compared with those who had never used it, they thought it was more useful in specific cases (73.8% vs. 57.8%), and they thought lung ultrasound had the advantage of being quicker than radiography, compared with those who had never used it (48.4% vs. 27.5%) (See Table 3).
Table 1. Sociodemographic characteristics of physicians using lung ultrasound.
Variable |
Over all (n = 363) |
No use of ultrasound(n = 142) |
Use of ultrasound(n = 221) |
p |
Gender |
|
|
|
0.092 |
Female |
107 (29.0) |
49 (35.0) |
58 (26.0) |
|
Male |
256 (71.0) |
93 (65.0) |
163 (74.0) |
|
Age |
|
|
|
0.800 |
<30 years |
108 (29.7) |
45 (31.7) |
63 (28.6) |
|
30 - 39 years |
214 (59) |
82 (57.7) |
132 (59.7) |
|
40 - 49 years |
30 (8.3) |
12 (8.5) |
18 (8.1) |
|
≥50 years |
11 (3.0) |
3 (2.1) |
8 (3.6) |
|
Year of experience |
|
|
|
0.500 |
<5 years |
207 (57.0) |
82 (58.0) |
125 (56.6) |
|
5 - 10 years |
128 (35.3) |
50 (35) |
78 (35.2) |
|
11 - 20 years |
20 (5.5) |
9 (6.3) |
11 (5.0) |
|
>20 years |
8 (2.2) |
1 (0.7) |
7 (3.2) |
|
Specialty |
|
|
|
0.014 |
Anaesthesia and intensive care |
9 (2.5) |
0 (0.0) |
9 (4.1) |
|
Surgery |
8 (2.2) |
2 (1.5) |
6 (2.7) |
|
Gynecology |
4 (1.1) |
1 (0.7) |
3 (1.4) |
|
General medicine |
246 (67.8) |
107 (75.3) |
139 (62.9) |
|
Internal medicine |
22 (6.1) |
4 (2.8) |
18 (8.1) |
|
Pediatrics |
51 (14.0) |
22 (15.5) |
29 (13.1) |
|
Other |
23 (6.3) |
6 (4.2) |
17 (7.7) |
|
Hospital |
|
|
|
0.600 |
Health center |
45 (12.4) |
19 (13.4) |
26 (11.7) |
|
Private hospital |
69 (19.0) |
28 (19.7) |
41 (18.5) |
|
Public hospital |
234 (64.5) |
87 (61.3) |
147 (66.5) |
|
Other |
15 (4.1) |
8 (5.6) |
7 (3.2) |
|
Table 2. Physicians’ knowledge and attitudes regarding the use of lung ultrasound.
Variable |
Over all (n = 363) |
No use of ultrasound(n = 142) |
Use of ultrasound(n = 221) |
p |
Training |
|
|
|
0.300 |
No |
348 (95.9) |
138 (97.2) |
210 (95.0) |
|
Yes |
15 (4.1) |
4 (2.8) |
11 (5.0) |
|
Level of knowledge |
|
|
|
<0.001 |
Good |
218 (60.0) |
64 (45.0) |
154 (70.0) |
|
Poor |
145 (40.0) |
78 (55.0) |
67 (30.0) |
|
Opinion on ultrasound |
|
|
|
<0.001 |
Useless |
4 (1.1) |
4 (2.8) |
0 (0) |
|
Not very useful |
56 (15.0) |
40 (28.0) |
16 (7.2) |
|
Useful |
145 (40.0) |
60 (42.0) |
85 (38.0) |
|
Very useful |
158 (44.0) |
38 (27.0) |
120 (54.0) |
|
Lack of training as a barrier |
|
|
|
0.011 |
No |
55 (15.0) |
13 (9.2) |
42 (19.0) |
|
Yes |
308 (85.0) |
129 (98.8) |
179 (81.0) |
|
Cost as a barrier |
|
|
|
0.300 |
No |
216 (60.0) |
89 (63.0) |
127 (57.0) |
|
Yes |
147 (40.0) |
53 (37.0) |
94 (43.0) |
|
Time as a barrier |
|
|
|
0.700 |
No |
338 (93.1) |
133 (93.7) |
205 (92.8) |
|
Yes |
25 (6.9) |
9 (6.3) |
16 (7.2) |
|
Complexity as a barrier |
|
|
|
0.400 |
No |
279 (77.0) |
106 (75.0) |
173 (78.0) |
|
Yes |
84 (23.0) |
36 (25.0) |
48 (22.0) |
|
Confidence level |
|
|
|
<0.001 |
1 (not at all confident) |
74 (20.4) |
54 (38) |
20 (9.1) |
|
2 (less confident) |
63 (17.4) |
25 (17.6) |
38 (17.2) |
|
3 (little confident) |
110 (30.3) |
41 (28.9) |
69 (31.2) |
|
4 (confident) |
73 (20.1) |
16 (11.3) |
57 (2.8) |
|
5 (very confident) |
43 (11.8) |
6 (4.2) |
37 (16.7) |
|
Ease of obtaining equipment |
|
|
|
<0.001 |
No |
272 (75.0) |
121 (85.0) |
151 (68.0) |
|
Yes |
91 (25.0) |
21 (15.0) |
70 (32.0) |
|
Interpretation challenge |
|
|
|
<0.001 |
No |
211 (58.0) |
99 (70.0) |
112 (51.0) |
|
Continued
Yes |
152 (42.0) |
43 (30.0) |
109 (49.0) |
|
Training Challenge |
|
|
|
0.700 |
No |
106 (29.0) |
40 (28.0) |
66 (30.0) |
|
Yes |
257 (71.0) |
102 (72.0) |
155 (70.0) |
|
Technical challenge |
|
|
|
0.004 |
No |
272 (75.0) |
118 (83.0) |
154 (70.0) |
|
Yes |
91 (25.0) |
24 (17.0) |
67 (30.0) |
|
Time challenge |
|
|
|
0.004 |
No |
327 (90) |
136 (95.8) |
191 (86.0) |
|
Yes |
36 (9.9) |
6 (4.2) |
30 (14.0) |
|
Table 3. Opinion on the comparison between ultrasound and radiography according to use of lung ultrasound.
Variable |
Over all (n = 363) |
No use of ultrasound(n = 142) |
Use of ultrasound(n = 221) |
p |
Reliability |
|
|
|
0.003 |
Lung ultrasound |
63 (17.4) |
19 (13.4) |
44 (19.9) |
|
both |
106 (29.2) |
31 (21.8) |
75 (33.9) |
|
Chest X-ray |
194 (53.4) |
92 (64.8) |
102 (46.2) |
|
Use both |
|
|
|
<0.001 |
Specific cases |
245 (67.5) |
82 (57.8) |
163 (73.8) |
|
Never |
37 (9.9) |
34 (23.9) |
3 (1.3) |
|
Rarely |
53 (14.6) |
20 (14.1) |
33 (14.9) |
|
Always |
28 (7.7) |
6 (4.2) |
22 (10.0) |
|
Before speed |
|
|
|
<0.001 |
No |
217 (59.8) |
103 (72.5) |
114 (51.6) |
|
Yes |
145 (40.2) |
38 (27.5) |
107 (48.4) |
|
Before exposure |
|
|
|
0.2 |
No |
63 (17.3) |
20 (14.1) |
43 (19.5) |
|
Yes |
299 (82.7) |
121 (85.9) |
178 (80.5) |
|
Before effusion |
|
|
|
0.076 |
No |
174 (47.9) |
76 (53.5) |
98 (44.3) |
|
Yes |
188 (52.1) |
65 (46.5) |
123 (55.7) |
|
before pneumothorax |
|
|
|
0.700 |
No |
299 (82.6) |
115 (81.6) |
184 (83.3) |
|
Yes |
63 (17.4) |
26 (18.4) |
37 (16.7) |
|
Analysis of Table 4 showed that low level of knowledge, usefulness of ultrasound, confidence in ultrasound, challenge of ultrasound and low knowledge of the advantage of pneumothorax diagnosis were factors associated with non-use of lung ultrasound. After multivariate adjustment for these variables, low knowledge (aOR: 2.1 IC 95%: 1.6 - 3.8), usefulness of ultrasound (aOR: 3.2 IC 95%: 1.9 - 5.8), challenge of ultrasound (aOR: 3.1 IC 95%: 1.7 - 5.7), and low awareness of the advantage over pneumothorax diagnosis (aOR: 2.3 IC 95%: 1.4 - 3.7), were the factors independently associated with non-use of lung ultrasound among Doctors in the DRC.
Table 4. Factors associated with non-use of lung ultrasound.
Variable |
Univariate analysis |
Multivariate analysis |
OR (IC 95%) |
p |
aOR (IC 95%) |
p |
Knowledge level |
|
|
|
|
Good |
1 |
|
1 |
|
Poor |
1.9 (1.1 - 3.1) |
0.016 |
2.1 (1.6 - 3.9) |
0.011 |
Usefulness of ultrasound |
|
|
|
|
Yes |
1 |
|
1 |
|
No |
3.4 (1.7 - 6.8) |
< 0.001 |
3.2 (1.9 - 5.8) |
<0.001 |
Trust in ultrasound |
|
|
|
|
Yes |
1 |
|
1 |
|
No |
2.2 (1.3 - 3.7) |
0.002 |
1.2 (0.7 - 1.8) |
0.123 |
Time challenge |
|
|
|
|
Yes |
1 |
|
1 |
|
No |
3.3 (1.2 - 8.5) |
0.016 |
3.1 (1.7 - 5.7) |
0.001 |
Recognition of advantage in pneumothorax diagnosis |
|
|
Yes |
1 |
|
1 |
|
No |
2.1 (1.3 - 0.9) |
0.020 |
2.3 (1.4 - 3.7) |
0.015 |
5. Discussion
Given that ultrasound facilities are lacking in DRC healthcare facilities and are not available in all hospitals, the use of lung ultrasound is poorly perceived by physicians in the DRC. This study provides an in-depth look at the factors associated with non-use of lung ultrasound in the Democratic Republic of Congo. Experiences of lung ultrasound use may be hindered or facilitated by several factors related to the hospital environment, physician perception, tool characteristics and patient experience. The main facilitators of lung ultrasound implementation are related to local needs and the intrinsic characteristics of the technique.
In our study, there was a clear need for an affordable lung imaging technique using low-maintenance materials. This is consistent with the qualitative results of studies conducted in Pakistan, Mozambique and Kenya [15] [16]. Lung ultrasound is integrated into clinical reasoning at the bedside and can speed up the first diagnostic referral, even when chest radiography is available. Lung ultrasound is thought to refine the clinical hypothesis or reduce doubts based on chest X-ray alone (for example, to characterize pleural effusions). This streamlining of workflow is consistent with the qualitative results previously obtained in a pediatric setting [15].
The absence of radiation also makes it an attractive technique for pregnant women and children [17]. Other physicians have the willingness and motivation to appropriate the technique, better prepare for technical procedures (e.g. pleural puncture), gain training and experience, and acquire confidence in interpretation. The factors identified in this study were low level of knowledge of the technique (aOR: 2.1), non-utility of lung ultrasound (aOR: 3.2), lack of time challenge (aOR: 3.1) and non-recognition of the benefit in diagnosing pneumothorax (aOR:2.3). Several studies have already identified several other factors, including the hospital environment and physician perception.
Lack of resources to renew and maintain devices hinders their successful long-term integration. Another study also showed that the absence of institutional goodwill, practical guidelines and protocols was an obstacle [16]. Lack of use of lung ultrasound is due to insufficient training or exposure to the technique, is also a major obstacle as shown in this study [16]. We did not observe any differences in perception between doctors with longer seniority and those with shorter seniority. This is probably related to the fact that doctors with long seniority had had very little exposure to ultrasound prior to the study.
There are some limitations and constraints that need to be considered when interpreting the results of this study. There is a selection bias, as the subjects in this study were drawn from the snowball sampling, and this could influence the different frequencies observed. As this was a cross-sectional study, it is not possible to establish a causal relationship, only an association.
6. Conclusion
The study assessed the use of lung ultrasound among doctors in the DRC. It showed that more than half of these doctors use lung ultrasound. Factors related to level of knowledge, confidence in lung ultrasound and usefulness/challenge are associated with non-use of lung ultrasound.
Acknowledgements
We would like to thank all those who accompanied us in the data collection and in the writing of this article, especially the doctors of four hospitals in DRC, who willingly approved and supervised the collection of data for this study.
Authors’ Contributions
FMM conceptualized the research topic, FMM and ANN drafted the protocol, ANN for the methods, prepared the submission for institutional review board approval, RKL, JNB, IKM ans MNM supervised the data collection and drafted the manuscript. ANN provided guidance for the statistical analysis. LPA provided content oversight for the manuscript. All authors read and approved of the final manuscript.
Availability of Data and Materials
The datasets analyzed during this study are available from the corresponding author on reasonable request.
Ethics Approval and Consent to Participate
Written informed consent was obtained from all the participants and/or their legally acceptable representatives. Non-literate participants were accompanied by a literate peer of their choice. Participants under 18 years of age were accompanied by their parent or guardian. Their informed assents and consent from parent or guardian were requested and signed before the enrolment to the study. Participants had the right to provide consent or not and to withdraw from the study at any time during the interview, without having to provide a reason. The risks incurred by the participants in this study were supposed to be minimal, given that the vaccines used had already undergone clinical trials and been approved by scientists.
Conflicts of Interest
The authors declare no conflicts of interest.