One hundred and seven mothers (57 recruited from an urban healthcare facility and 50 from a rural facility) completed the questionnaire for the quantitative arm of this study, with the modal age category of 31–40 years and the least being ≤ 20 years, as shown in Table I below. Three key informants had in-depth interviews in the qualitative arm (table II).
Of the 107 mothers,
Table I: Age distribution of informants/mothers
Age category (years) | Frequency | % |
≤ 20 | 1 | 0.9 |
21–30 | 37 | 34.6 |
31–40 | 53 | 49.5 |
41–50 | 13 | 12.1 |
> 50 | 3 | 2.8 |
Total | 107 | 100.0 |
Table II: Characteristics of the key informants interviewed
Key informant | Gender | Years of experience | Practice location |
ICT expert | Male | 12 | Urban |
Consultant Paediatrician | Male | 13 | Urban |
Chief Matron | Female | 15 | Rural |
The respondents in the quantitative study were mostly in the middle socioeconomic class; no urban respondents were in the lower socioeconomic class, while none of the rural respondents were in the upper socioeconomic class, as shown in Fig. 1.
Previous utilization of telemedicine was reported by only 18 (31.6%) of the urban area respondents and by none of those from the rural area
There was a significant association between respondents’ location (urban/rural) and awareness of telemedicine consultation. Although more people were willing to pay than not to pay for both urban and rural respondents, this difference was not statistically significant (p = 0.079). (Table III)
Thirty-eight of the 41 urban respondents who had heard of telemedicine volunteered to explain their understanding of telemedicine, which included key words such as virtual consultation, online consultation, remote access consultation, and consultation using a mobile device.
Table III: Telemedicine characteristics of 57 urban and 50 rural residents
Parameter | Urban n (%) | Rural n (%) | χ² | p- value |
Ever heard of “telemedicine” Yes No | 41 (71.9) 16 (28.1) | 5 (10) 45 (90) | 41.68 | 0.000* |
Willing to pay for child’s telemedicine consultation Yes No | 48 (84.2) 9 (15.8) | 35 (70) 15 (30) | 3.09 | 0.079 |
Keys: |
χ²= Chi square, *= Statistically significant |
The reasons for 24 respondents’ unwillingness to pay for a telemedicine consultation include the following:
i. Perceptions;
a. Telemedicine consultations lack the “real feeling” of doctor‒patient interaction; 33.3%
b. Telemedicine consultation is not as in-depth as traditional physical consultation; 12.5%
c. Telemedicine consultation is deficient with regard to the physical examination aspect of consultation; 20.8%
ii. Lack of awareness;
a. Telemedicine consultation is an unknown concept to me; 16.7%
iii. Dual costing: for data and actual consultation
a. Telemedicine consultation already costs my money on data; 16.7%
The modal consultation fee acceptable for telemedicine consultation by all respondents was 5000 naira, and acceptance decreased with increasing fees, as shown in Fig. 2.
Regarding teledensity, all the urban area respondents own a smartphone and can access internet services on their mobile devices, while in the rural area, 45 (90%) and 42 (84%) respondents own a smartphone and access the internet, respectively. Among the urban respondents, 82.5% had better smartphone-internet proficiency, 14.0% had excellent proficiency, 2.0% had fair proficiency, 38.0% had excellent proficiency, 32.0% had good proficiency, 12.0% had fair proficiency, and 16.0% had poor proficiency in rural areas. The availability of mobile network services was poorer in the rural areas, with 10.0% having no such services, 28.0% fluctuating and 62.0% having good mobile network services, compared with 96.5% of the urban respondents who had good network services, with only 3.5% having fluctuating networks.
The electricity supply was better for urban respondents than for rural respondents (Fig. 3).
Interestingly, more rural centre respondents preferred telemedicine than did urban respondents, although the majority of all respondents preferred physical consultation. The choice of either telemedicine or physical consultation was greater than that of telemedicine (Fig. 4), and the reasons given for the choice of preference included illness severity (55.6%), convenience (40.4%), and network availability (4.0%, all from the rural respondents).
Concerning predictors of “willingness to pay” for telemedicine consultation for their children, mothers who had never heard of telemedicine consultation were 0.27 times less likely to pay than those who had ever heard of it (p = 0.017) (Table IV). Surprisingly, neither socioeconomic class nor the amount of consultation fees were suitable predictor variables for willingness to pay for telemedicine consultation according to binary logistic regression models.
Table IV: Adjusted odds ratios with 95% confidence intervals for binary logistic regression models used to determine predictors of WTP for telemedicine consultation
| Adjusted odds ratio (95% Confidence interval) | p- value |
Ever heard of telemedicine consultation Yes No | 1.00 0.27 (0.092–0.790) | 0.017 |
On thematic analysis, we found three main themes divided into subthemes (Table V).
Table V: Themes and subthemes related to the use of telemedicine
Resource constraints | Standard operating procedures | Possible advantages |
*Infrastructure *Manpower *Affordability | *Case selection guidelines *Quality assurance | *Decongestion of physical workspace *Convenience |
Theme 1: Resource constraints
1.1. Infrastructure
All participants expressed concerns, albeit from different perspectives, about resource constraints that could hamper the smooth setup and operation of paediatric telemedicine consultations. This feeling stems from the physical, human and fiscal challenges common in developing country contexts.
From the ICT viewpoint, the infrastructure necessary for telemedicine consultations includes computers and/or smartphones/mobile devices with sufficiently well-defined cameras, software with a user-friendly graphical interface, and available internet services with sufficient bandwidth. The ICT expert noted that (I) 1 “equipment matter and how good the internet connectivity is”. Unfortunately, the dearth of suitable infrastructure was a recurring theme among the participants with Matron (M) 1, who lamented that “we do not have IT facilities nor experts to formally render telemedicine services. Additionally, when designing telemedicine software, options for language translations suitable for patients should be considered so that those who cannot speak English may still benefit”. As important as this logistics are, they are not readily available, and worse, they still vary across the socioeconomic divide.
1.2. Manpower
Paediatricians and Matrons believe that even if the ICT infrastructure deficit is addressed, there is a dearth of trained personnel to provide medical care to sick children, especially with the current massive brain drain. This shortfall in manpower can, however, be reinforced, according to the Paediatrician who noted that (P) 1, “the few workforce is in difficult situation, but they may be guided by experts in another geographical location via the telemedicine platform”. (M) 2 also said, “Telemedicine will help augment the clinical service providers’ work force during shift duties with low staff strength”.
1.3. Affordability
The interviewees are concerned about the affordability of consultation fees for telemedicine because the end user is charged both for data usage and for actual consultation, which may discourage patronage in our environment. According to (I) 2, “in more developed climes, some services are free on the internet, so if you want to access telemedicine for instance, it does not charge you from your mobile plan, and this can help encourage user buy-in”. For telemedicine services to be patronized, (M) 3“mothers should be empowered”.
Theme 2: Standard operating procedures
2.1. Patient selection guidelines
As promising as telemedicine presents, it was interesting to realize that not all medical conditions in newborns and children aged less than 5 years can be consulted virtually; hence, selection criteria for cases that are suitable for telemedicine should be established. Participants reported that cases for virtual consultations should be selected on the basis of illness severity and the extent of need for physical examination details. (P)2: “Things that increase parental anxiety, which may not be life threatening, such as a newborn being over-cloothed and baby having high temperature, a telemedicine consultation can take care of that, as they are reassured. Telemedicine should be restricted to medical conditions that are mild.” However, moderate to severe medical conditions can also be handled on the basis that medical personnel with some basic skill set are physically present with the patient and are videoconferencing with another expert for collaborative practice.
2.2. Quality assurance
Since the healthcare provider must not be in the formal hospital setting to render services, it is thought that to maintain the standards of clinical care, teleconsultations should be monitored closely. (P) 3; “there is need to ensure quality control and censor services rendered so that errors are rectified and quick follow-up actions taken”. It is hoped that once the end-users are sure that the minimum standards of clinical consultations are met with telemedicine, they will leverage the easy access to quality healthcare and will less patronize unsolicited wrong or incomplete advice, which is prevalent in our environment.
Theme 3: Possible advantages
3.1. Decongestion of the physical workspace
Instead of having all cases present physically to the hospital with resultant overcrowding and risk of spread of some communicable diseases, the participants believe that consultations performed for selected cases by videoconferencing will obviate this challenge. They noted that clinicians will then have a conducive atmosphere to focus on those cases that must present physically.
3.2. Convenience
The fact that a qualified healthcare provider can be consulted from the comfort of home is a major attractive feature of telemedicine. One participant explained (M): “At least you save the money and stress of transportation”.