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. 2022 Oct 7;17(10):e0274750. doi: 10.1371/journal.pone.0274750

Building capacity of primary health care workers and clients on COVID-19: Results from a web-based training

Olumuyiwa O Odusanya 1,*, Adeyinka Adeniran 1, Omowunmi Q Bakare 2, Babatunde A Odugbemi 1, Oluwatoyin A Enikuomehin 2, Olugbenja O Jeje 3, Angela C Emechebe 3
Editor: Kehinde Kazeem Kanmodi4
PMCID: PMC9543989  PMID: 36206255

Abstract

Background

Health care workers (HCWs) in the first line of care play critical roles in providing the correct information about the coronavirus disease to the community. The objective of the study was to determine the effect of virtual training on the knowledge, attitude, and preventive practices among PHC workers and their clients in the prevention and control of coronavirus disease.

Methods

A quasi-experimental intervention virtual training, using a before and after design amongst HCWs and clients was conducted at primary health care facilities in two Local Government Areas of Lagos State. The study instruments were pre-tested questionnaires for both HCWs and their clients. which investigated knowledge of symptoms, modes of disease transmission, methods of prevention, and preventive practices. Changes in knowledge, attitudes, and practices were compared pre-and post-intervention. The level of significance was set at p < 0.05.

Results

Sixty-three HCWs (out of 100 recruited at baseline) and 133 clients (out of the initial 226) completed the study. The mean ages of the HCWs and clients were 39.2±9.9 and 30.9±5.0 years respectively. At the baseline, the HCW’s knowledge was good in the domains of symptoms, modes of transmission, and preventive measures. The training led to a higher but not significant (p> 0.05) increase in the level of knowledge. Contact with trained HCWs was found to lead to significantly (P < 0.001) higher levels of knowledge, attitudes, and preventive practices. amongst clients.

Conclusion

The training was effective in improving the knowledge of both the trained HCWs and their clients.

Introduction

The current pandemic caused by novel Coronavirus (2019-nCoV), known as coronavirus disease (COVID-19) was first reported in December 2019, as a cluster of acute respiratory illnesses in Wuhan, Hubei Province, China, from where it spread rapidly to all parts of the world [1]. As of August 26, 2022, the number of confirmed cases reported globally to the World Health Organization was 596,873, 121 confirmed cases, and 6,459,684 deaths [2] and in Nigeria, the number of confirmed cases is 263,090 with 3,148 deaths [2]. Effecting behaviour change about COVID-19 is partly dependent upon the level of knowledge possessed by health care workers (HCWs) and the community. Various studies have been conducted to determine the level of knowledge in both groups.

In the United Arab Emirates (UAE), a study amongst 453 HCWs showed that 61% had a poor level of knowledge of the means of transmission, 64% had poor knowledge of symptoms and 75% had positive perceptions about the disease. Age and professional cadre were associated with inadequate knowledge and poor perception [3]. In Yemen, a study amongst 514 HCWs found that physicians had statistically significantly higher levels of knowledge than other professional groups (p < 0.001). HCWs in intensive care units and emergency departments were better prepared than in other areas of care probably because of continuing exposure and training about the disease [4].

A group of workers from Mozambique reported knowledge of COVID-19 amongst HCWs. They found that a quarter correctly identified all three common symptoms (shortness of breath, dry persistent cough, and fever), 2% correctly identified groups at risk, 16% knew three means of transmission and 39% knew three methods of prevention. The response rate in the study was 28% [5]. In Uganda, 69% of HCWs had sufficient knowledge, and 74% reported practising good preventive measures [6]. In Ethiopia, a facility-based cross-sectional study amongst 379 HCWs using multi-stage sampling techniques reported that 75% had adequate knowledge, 84% had positive attitudes and 69% had good preventive practices. Factors associated with good knowledge were higher levels of education (a master’s degree), training on COVID-19, and working in a comprehensive specialist hospital. Good preventive practices in the study were associated with the source of information, working in primary hospitals, and possessing good knowledge. Work experience and knowledge were significantly associated with attitudes [7].

Nine out of ten HCWs in a teaching hospital in Bayelsa State, Southern Nigeria had good knowledge, 90% had good hand hygiene practices but 52% used face masks [8]. This is not unexpected due to the concentration of highly skilled and knowledgeable HCWs in teaching hospitals. The proportion of HCWs with good knowledge in a study from Northern Nigeria was 83%. Eight out of ten had positive attitudes and 88% had good preventive practices. The odds of good knowledge were significantly lower among community health officers compared with doctors. Positive attitudes were predicted by good knowledge, older age (fifth decade), higher education, and Christian faith. A significant association was also found between good preventive practices and good knowledge [9].

A study amongst 589 participants recruited using snowball sampling in North-Central Nigeria reported that 99.5% had good knowledge of COVID-19. The source of information was through social media (56%) and television (28%). Almost 80% had positive attitudes and 82% used face masks consistently. A significant relationship was found between knowledge of COVID-19 and attitudes towards preventive practices. A limitation of the study was that only literate subjects and those with internet access could participate in addition to the use of non-probability sampling methods [10].

A study amongst 961 young Nigerians showed that 92% had good knowledge about clinical symptoms of COVID-19 such as fever, fatigue, dry cough, and body pains but only 31% reported wearing face masks. A strong association was found between knowledge and age groups. A higher level of education was found to be significantly associated with the use of preventive measures such as wearing face masks and regular hand washing [11]. In Kano, Northern Nigeria, 30% of respondents had good knowledge, 11% had good attitudes and 26% had good preventive practices, which are lower than values in other parts of Nigeria [12].

A cross-sectional study amongst mothers of under-five children attending a teaching hospital in Enugu showed that 65% were aware that asymptomatic persons could transmit COVID-19, 72% thought children under five years could contract the infection and 43% had good perceptions about COVID-19 [13]. Eighty-six percent of pregnant women (n = 527) in Northern Ghana were found to have adequate knowledge about COVID-19 and 49% had positive preventive practices. Factors associated with adequate knowledge were having at least a primary six education, living in an urban area, and having received health education about the disease at a health facility. Having good preventive practices was associated with having at least a primary six education, living in an urban area, and pregnant women with a chronic disease while multiparity was negatively associated with it [14].

With varying levels and gaps in the knowledge and practices of HCWs and the public, it becomes important to build the capacity of both groups if COVD-19 is to be effectively controlled. HCWs at the first level of care attend to the larger segments of the population and are in the best position to influence them. Positioning HCWs to be able to assume this role requires continuous training. Formal means of training such as face-to-face contact lectures may not be suitable during the pandemic. Thus, a virtual training approach becomes useful. Moreover, there has been very limited training for HCWs, especially at the first level of care [15]. Therefore, the goal of the study was to determine the knowledge, attitudes, and preventive practices of HCWs, train them and assess the effect of the training on their clients’ knowledge, attitudes, and preventive practices towards the infection.

Materials and methods

Settings

Lagos State is one of the 36 states in Nigeria and remains the economic nerve centre of the nation. Politically, it has 20 Local Government Areas (LGAs), 37 Local Council Development Areas (LCDAs) and 376 Wards. The population is estimated to be over 20 million [16]. Health services for the citizens are available through both public and private facilities. The larger numbers of publicly owned facilities in Lagos State belong to the Lagos State Government although there are a few owned by the Federal Government. The Primary Health Care (PHC) level of care is managed by the Lagos State Primary Health Care Board.

The study was conducted in Ikeja and Alimosho local government areas (LGAs) of Lagos State. Ikeja LGA is the capital of Lagos State. The LGA is bound in the north by Ifako-Ijaiye LGA, the south by Oshodi-Isolo LGA, the east by Agege LGA, and the west by Kosofe LGA. The LGA has an estimated population of 460,000 residents. There is a mixture of public and private health facilities in the LGA. Government-owned health facilities include 18 PHC centres and the Lagos State University Teaching Hospital (LASUTH). There is no secondary health care facility in Ikeja LGA as the existing one was upgraded to become the teaching hospital (LASUTH). Alimosho LGA is the largest in the state and has an estimated population of 1,469,134 residents. Health services are also delivered through a mix of government-owned and private health facilities. The LGA hosts a government-owned secondary health facility, Alimosho General Hospital, Igando, and 33 PHCs.

Trial design

A before and after quasi-experimental study approach was used to conduct the study amongst HCWs and their clients (mothers of under-five children). The study had three phases: baseline, intervention, and post-intervention. The intervention phase was designed to meet identified gaps from the baseline phase.

Sample size

The sample size was calculated using the appropriate formula for sample size calculation for intervention studies [17]. A minimum of 100 health care workers (50 in each LGA) and 200 community members (100 in each LGA) were required to achieve the study objectives.

Participants eligibility criteria

All health care workers above 18 years involved in patient care who were willing to participate in all phases of the study but PHC workers not willing to give consent were excluded. The clients were mothers of under-five children utilizing the PHCs who were willing to participate in all phases of the study.

Sampling techniques

A multi-stage sampling method was used to recruit participants for this study. A simple random sampling method was used to select two out of 20 LGAs in the state. The selected LGAs were Ikeja and Alimosho. PHCs were selected based on having a high patient load (four facilities in Ikeja LGA and five facilities in Alimosho LGA) and all eligible health workers in the selected facilities were recruited into the study. These PHCs were selected by simple random sampling. Eligible clients were recruited consecutively.

Survey instruments

Two almost identical study instruments were used to obtain data. The first was a PHC workers questionnaire and the other was a client questionnaire. Both were designed to elicit the knowledge, attitudes, and preventive practices of COVID-19 among the respondents. The questionnaires were developed based on current literature on the subject [18, 19].

The questionnaires consisted of three parts. The first part collected information on the biodata and work experience of the health workers including whether they had attended courses on COVID-19 and infection prevention and control and their sources of information on COVID-19. The second part which consisted of 31 questions was further sub-divided into 3 parts consisting of “yes, No and don’t know options on their knowledge of COVID-19. The knowledge questions (n = 11) were on the causative agent, incubation period, symptoms, mode of spread, and severity of COVID-19. Attitude questions (n = 9) were responses to the likelihood if the participants had COID-19 and to others suspected of having the infection. The attitudes were assessed using a 5-point Likert Scale: “strongly disagree, disagree, neutral, agree, and strongly agree”. Preventive practice questions (n = 9) elicited information on what respondents did to prevent the disease such as hand washing, use of face masks, and physical distancing. The preventive practices domain was assessed using a 4-point Likert Scale: “always, often, sometimes and never”. The third part consisting of 6 questions was on vaccine acceptability.

Face and content validity was done by the research team. The reliability coefficients of the HCWs tool sub-scales were: knowledge, α = 0.63; attitude, α = 0.60; and practice, α = 0.86. The reliability coefficients for the clients’ tool were: knowledge, α = 0.82; attitude, α = 0.67; and practice, α = 0.80. Pre-testing of the study instruments was done amongst 20 HCWs in an LGA not involved in the study and who met the eligibility requirements of the study. This was done to test the flow of questions, and clarity of the questions to the interviewer.

Conduct of the study and intervention

The project was carried out in three phases: baseline (pre-intervention), intervention, and post-intervention phases. The baseline survey was to determine the level of COVID-19 knowledge, attitude, and practices among health workers using the pre-tested self-administered questionnaire. Questionnaires were administered to clients on their first visit to the PHC for childcare services to assess their knowledge, attitudes, and preventive practices against COVID-19. The tool for the client survey was interviewer-administered and collected on the kobo collect form electronically. The baseline study lasted for four weeks.

The intervention was developed based on the theory of change model a concept that is used to explain how and why change occurs [20]. There are several approaches to the use of the theory. It is a process that focuses on the need, the assumptions, the desired interventions, and the changes desired. For the study, the problem was inadequate knowledge of COVID-19 amongst the HCWs and clients. The assumptions were willingness to learn and previous knowledge of the HCWs. The key constructs were root cause analysis to identify the gaps; input which is the web-based training programmes; the impact (study outcome) was the increased knowledge amongst HCWs and clients and some measure of behaviour change. The long-term outcome constructs were sustained behaviour change and reduced transmission of COVID-19 in the community would. occur beyond the duration of the study. Development of the application and the modules was done over three months.

The intervention was a virtual training on COVID-19 for PHC workers. A website was developed for the training. The website was registered, and the name was approved by the regulatory authorities. The website address was www.healthworkerstraining.com.ng. The training was conducted to improve the knowledge of the PHC workers on COVID-19 and meet the gaps identified from the baseline survey. The website contained videos, presentation slides, quizzes, case scenarios, and problem-solving sessions with provisions for discussion and comments.

There were five main modules in addition to an introductory session. Each module lasted about 25 minutes. The modules were: epidemiology, risk communication, community engagement, prevention of COVID-19, and vaccination against COVID-19. The delivery methods consisted of a mixture of lectures, practical demonstrations, assignments, and question, and answer sessions. Each module had pre-test and post-test multiple-choice questions (one in four best answer options) to monitor participants’ progress. The training was self-paced and delivered entirely online. Four weeks were provided to enable health workers complete the training and the post-intervention data collection was done over one week. After the training, the same set of clients were exposed to the trained PHC workers for one-on one counselling on invitation to the PHC. Each session lasted for about ten minutes. The clients were invited within one month of completion of the training by the health workers.

Six research assistants with a minimum of Ordinary National Diploma (OND) qualification, fluent in both Yoruba and English languages were trained for two days on the aim and objectives of the study, sampling procedures, administration of the questionnaire, with practical sessions.

Study outcomes

The study outcomes were changes in the knowledge, attitudes, and preventive practices which were scored. For the knowledge domain, each correct answer was assigned one mark and a wrong answer zero. The maximum knowledge score of HCWs was 33. The attitude of the HCWs was scored, the range was from one to five, and the maximum score was 45. The preventive practices were scored, the range from one to four, and the maximum score for the preventive practice domain was 36. Categorization of knowledge, attitudes and preventive practices was done into good if the scores were at least 66% [21]. Scoring for the clients was like that of the HCWs except that the maximum knowledge score was 27 and the attitude score was 40.

Data management

Data were entered and cleaned on Microsoft Excel and imported to STATA where it was analyzed using STATA SE Version 12. Changes in knowledge, attitudes and preventive practices of the HCWs and the clients were compared pre-intervention and post-intervention using paired t-test (when the data were normally distributed) and Wilcoxon signed-rank test (when the data were not normally distributed). Associations between the socio-demographic characteristics of respondents and their post-intervention COVID-19 knowledge, attitude, and preventive practices were assessed using an independent sample t-test and one-way analysis of variance (ANOVA) when data were normally distributed or Wilcoxon signed-rank and Kruskal-Wallis equality-of-populations rank test as appropriate when the data were not normally distributed. The level of significance was set at P < 0.05.

Ethical considerations

The study was conducted in compliance with Good Clinical Practice standards. Ethical approval was obtained from the Health Research Ethics Committee of the Lagos State University Teaching Hospital (REFERENCE NO: LREC/06/10/1501). Written informed consent was obtained from all the participants after explaining the study’s aim and objectives.

Results

PHC workers survey

Sixty-three primary healthcare workers who completed the virtual training and post-training assessment were interviewed after and had post-training interaction with clients enrolled for this study out of the 100 that were enrolled at baseline giving a 63% completion rate (Fig 1).

Fig 1. Study flow chart for PHC workers.

Fig 1

The socio-demographic characteristics of the HCWs are shown in Table 1. The mean age at the end of the study was 39.2±9.9 years respectively. Females constituted 85% of the group. Half of the HCWS were nurses. The mean years of work experience at the end of the study was 12.5±10.0 years. Table 2 displays information about awareness and knowledge of the HCWs on the disease pre- and post-training. About 95.2% had heard of the Covid-19 virus during the baseline study and all post-training. About 87% at baseline and 98.4% at post-training knew that the incubation period was 1–14 days. The level of knowledge was high on symptoms (> 90%), modes of transmission (>80%), and preventive measures (>93%). Sixty -two (98.4%) of the HCWs were willing to take the COVID-19 vaccine at baseline and all were willing at the end of the study.

Table 1. Socio-demographic characteristics of PHC workers.

Socio-Demographic Characteristics Post-training
(n = 63)
N (%)
LGA
Ikeja 39(61.9)
Alimosho 24(38.1)
Age-group in years
≤30 14 (22.2)
>30 49 (77.8)
Mean (SD) 39.2±9.9
Gender
Female 54(85.7)
Male 9(14.3)
Years of working experience
Mean (SD) 12.5±10.0
≤10 34(54.0)
>10 29(46.0)
Marital Status
Married 47(74.6)
Single 16(25.4)
Participated in the IPC training 57(90.5)
Profession
Doctor 8(12.7)
Nurse 33(52.4)
CHEW 11(17.4)
Community Health officer 9(14.3)
Laboratory scientist 1(1.6)
Volunteer health worker 1(1.6)

Table 2. Awareness and knowledge of COVID-19 among PHC workers pre-and post-training.

Awareness and knowledge of COVID-19 Pre-test Post-test
(n = 63) (n = 63)
N (%) N (%)
Ever heard of the COVID-19 virus 60(95.2) 63(100)
Awareness that COVID-19 is real 60(95.2) 62(98.4)
SARS-COV-2 is the virus that causes Covid-19 52(82.5) 51(81.0)
It’s highly infectious 59(93.6) 62(98.4)
The incubation time is 1–14 days 52(82.5) 62(98.4)
The asymptomatic patient can transmit the virus 59(93.6) 62(98.4)
Knowledge of Symptoms
Sore throat 58(92.1) 62(98.4)
Cough 58(92.1) 62(98.4)
Bleeding nose 18(28.5) 14(22.2)
Loss of taste and smell 58(92.1) 61(96.8)
Shortness of breath 59(93.6) 63(100.0)
Fever 58(92.1) 62(98.4)
Joint pain 42(66.7) 48(76.2)
Diarrhoea 36(57.1) 34(54.0)
Rash 17 (27.0) 4(6.3)
Abdominal pain 31(49.2) 27(42.9)
Knowledge of Mode of Transmission
Spread through contact with an infected person 49(77.7) 51(81.0)
Spread through contact with an infected surface 56(88.8) 60(95.2)
Sneezing 59(93.6) 62(98.4)
Talking 49(77.7) 51(81.0)
Spread through coughing 59(93.6) 63(100.0)
Knowledge of Means of Prevention
Hand washing 60(95.2) 63(100.0)
Alcohol-based hand sanitizer 60(95.2) 63(100.0)
Cannot be prevented by alcohol intake 52(82.5) 61(96.8)
Covid-19 vaccine 59(93.6) 61(96.8)
Cough hygiene 58(92.1) 59(93.7)
Social distancing 60(95.2) 61(97.0)
Face mask 60(95.2)) 63(100.0)
Covid-19 may lead to serious complication 57 (90.1) 59(93.7)
Knowledge of Population at Risk of Poor Outcomes from Covid-19
Children 35(55.6) 28(44.4)
Pregnant women 49(77.7) 46(73.0)
Elderly 59(93.6) 62(98.4)
People with underlying medical conditions 60(95.2) 63(100.0)
A suspected case can only be ruled after 2 consecutive negative tests 49(77.7) 53(84.1)

There were no statistically significant differences in the mean COVID 19 knowledge, attitude, and preventive practices scores of PHC workers before and after training, even though they had higher scores (see Table 3). Table 4 shows that health workers more than 30 years had a significantly higher mean knowledge score (28.80± 1.71) than those who were 30 years or less (27.81±2.64). Married PHC workers had higher mean knowledge scores compared with the single. PHC workers in Alimosho LGA had higher mean knowledge scores than those in Ikeja LGA. The preventive practice scores of the HCWs were not significantly associated with any attributes of the participants as shown in Table 5.

Table 3. Pre-and post-training knowledge attitude and preventive practices scores of PHC workers.

Variable domain Baseline Post-training Statistics P-value
Knowledge Score 28.48 ± 2.24 28.52 ± 1.92 0.14** 0.446
Mean ± SD
Attitude Score 34.44 ± 3.72 34.83 ± 3.84 0.63** 0.267
Mean ± SD
Practice Score 33.95 ± 3.13 34.60 ± 2.73 1.81* 0.070
Mean ± SD

*Wilcoxon signed-rank test

**paired T-test.

Table 4. Association between PHC workers’ socio-demographic characteristics and COVID-19 knowledge scores post-training.

Variables Post Training Knowledge Score Mean ± SD Test statistics P-value
Age group (years)
≤30 27.57 ± 2.34 -2.17^ 0.034*
>30 28.80 ± 1.71
Gender
Female 28.52 ± 1.98 -0.05^ 0.479
Male 28.56 ± 1.59
Years of Experience
≤10 28.44 ± 1.86 -0.37^ 0.357
>10 28.62 ± 2.01
Marital status
Married 28.77 ± 1.56 1.75^ 0.043
Single 27.81 ± 2.64
Participated in any IPC training
Yes 28.52 ± 1.96 1.19^ 0.425
No 28.67 ± 1.63
Received online training on Covid-19
Yes 28.47 ± 2.05 0.39^ 0.348
No 28.69 ± 1.49
LGA
Alimosho 29.13 ± 1.70 2.00^ 0.025
Ikeja 28.15 ± 1.97
Level of Education
Diploma 28.45 ± 2.42 0.56^^ 0.574
Bachelor’s degree 28.44 ± 1.54
Master’s degree 29.40 ± 2.07
Profession
Doctor 28.63 ± 2.50 0.27^^ 0.847
Nurse 28.55 ± 1.44
CHEW, Lab scientist & volunteers 28.15 ± 2.51
Community health officer 28.89 ± 2.20

^ Independent T-test

^^ One-way ANOVA.

Table 5. Association between the socio-demographic characteristics of the health workers and COVID-19 prevention practice scores.

Variables Post Training Practices Score Mean ± SD Test statistics P-value
Age group (years)
≤30 34.71 ± 3.15 0.00! 1.000
>30 34.57 ± 2.64
Gender
Female 34.78 ± 2.41 0.62! 0.535
Male 33.56 ± 4.25
Years of Experience
≤10 34.71 ± 2.86 1.27! 0.203
>10 34.48 ± 2.63
Marital status
Married 34.55 ± 2.68 0.13! 0.899
Single 34.75 ± 3.00
Participated in any IPC training
Yes 34.67 ± 2.71 -0.78! 0.436
No 34.00 ± 3.10
Received online training on Covid-19
Yes 34.57 ± 2.91 -0.73! 0.469
No 34.69 ± 2.21
LGA
Alimosho 35.00 ± 1.74 -0.08! 0.935
Ikeja 34.36 ± 3.19
Level of Education
Diploma 34.77 ± 2.52 1.33!! 0.514
Bachelor’s degree 34.33 ± 3.01
Master’s degree 35.80 ± 0.45
Profession
Doctor 34.38 ± 4.21 2.17!! 0.539
Nurse 34.39 ± 2.68
CHEW, Lab scientists and volunteers 35.23 ± 1.96
Community health officer 34.67 ± 2.65

! Two-sample Wilcoxon rank-sum (Mann-Whitney) test!! Kruskal-Walli’s equality-of-populations rank test.

Client’s survey

One hundred and thirty-three clients completed the study and were interviewed after their interactions with trained PHC workers out of the 226 that were surveyed at baseline, giving a completion rate of 58.9% (Fig 2).

Fig 2. Study flow chart for clients.

Fig 2

The mean age of clients at the end of the study was 30.9 ± 5.0 years. The majority (78%) earned ₦50,000 or less and 50% had a secondary level of education (Table 6). The awareness and knowledge of the clients are shown in Table 7. At the baseline study, 98.5% of clients had heard of the Covid-19 virus and among those who have heard, 80.2% stated that the Covid-19 virus was highly infectious, and 73% knew that the virus can be transmitted by asymptomatic patients. The interaction with trained PHC workers led to an increase in clients’ knowledge of symptoms (> 80%), modes of transmission (> 80%) and preventive measures (> 90%). The willingness to accept COVID-19 vaccines amongst the clients increased from 60 (45.1%) to 92 (69.2%) after meeting with trained HCWs.

Table 6. Socio-demographic characteristics of clients.

Socio-Demographic Characteristics Post-training
(n = 133)
N (%)
LGA
Ikeja 75(56.4)
Alimosho 58(41.4)
Age-group in years
Mean (SD) 30.9±5.0
≤30 66(49.6)
>30 67(50.4)
Religion
Christian 92(69.2)
Muslim 41(30.8)
Level of Education
None 0(0.0)
Primary 4(3.0)
Secondary 66(49.6)
Tertiary 63(47.4)
Marital Status
Married 130(97.7)
Single 3(2.3)
Ethnicity
Yoruba 76(57.1)
Igbo 33(24.8)
Hausa 2(1.5)
Others 22(16.5)
Average Monthly Income
Mean (SD)
≤ ₦50,000 103(77.4)
>₦50,000 28(21.1)
Non -Response 2(1.5)
Employment Status
Employed 117(87.9)
Unemployed 16 (12.0)

Table 7. Client’s awareness and knowledge of Covid-19 before and after interaction with trained PHC workers.

Awareness and knowledge of covid-19 Before After
(n = 133) (n = 133)
N (%) N (%)
Ever heard of the Covid-19 virus 131 (98.5) 132(99.2)
Source of Information (n = 131) (n = 132)
Media 125(95.4) 130(98.5)
Religious centres 58(44.3) 128(97.0)
Official website 31(23.7) 75(56.8)
Awareness that Covid-19 is real 106(80.9) 131(99.2)
It’s highly infectious 105(80.2) 127(96.2)
An asymptomatic patient can transmit the virus 95(72.5) 120(90.9)
Knowledge of Symptoms
Sore throat 108(82.4) 124(93.9)
Cough 122(93.1) 130(98.5)
Bleeding nose 73(55.7) 73(55.3)
Loss of taste 90(68.7) 114(86.4)
Shortness of breath 112 (85.5) 123(93.2)
Loss of smell 83(63.4) 112(84.8)
Fever 114(87.0) 129(97.7)
Joint pain 46 (35.1) 74(56.1)
Diarrhoea 54(41.2) 96(72.7)
Rash 39(29.8) 26(19.7)
Abdominal pain 48(36.6) 52 (39.4)
Knowledge of Mode of Transmission
Spread through contact with an infected person 117(89.3) 128(97.0)
Spread through contact with an infected surface 122(93.1) 126(95.5)
Sneezing 126(96.2) 131(99.2)
Talking 110(84.0) 110(83.3)
Spread through coughing 125(95.4) 132(100.0)
Knowledge of Means of Prevention
Staying at home 124 (94.7) 122(92.4)
Hand washing 129(98.5) 131(99.2)
Alcohol-based hand sanitizer 129(98.5) 130(98.5)
Cannot be prevented by alcohol intake 48(36.6) 98(74.2)
Covid-19 vaccine 85(64.9) 123(93.2)
Cough hygiene 129(98.5) 130(98.5)
Social distancing 129(98.5) 132(100.0)
Face mask 130(99.2) 132(100.0)
Covid-19 may lead to serious complication 116 (88.5) 126(95.5)
Doctor/nurse talked about Covid-19 outbreak 95(72.5) 130(98.5)

Table 8 shows that there were significantly higher scores in the knowledge, attitude, and preventive practices scores of clients after interaction with trained PHC workers (p<0.001). Single clients had significantly higher mean knowledge scores than the married but clients in Ikeja LGA had significantly higher knowledge scores than those in Alimosho LGA after meeting with trained PHC workers. (p<0.05), Table 9. Table 10 displays information about the association between preventive practice scores and clients’ sociodemographic characteristics. Clients attending PHCs in Alimosho LGA had statistically significant better practices compared to those attending PHCs in Ikeja LGA.

Table 8. Knowledge, attitude, and preventive practices of clients before and after interaction with trained PHC workers.

Mean ± SD Baseline Post-training Test statistics P-value
Knowledge Score 20.00± 4.25 22.96 ± 2.32 -7.03* <0.001
Attitude Score 26.50 ± 4.01 28.74 ± 5.20 4.63** <0.001
Practice Score 26.39 ± 5.28 28.47± 4.61 3.85** <0.001

*Wilcoxon signed-rank test.

** Paired T test.

Table 9. Association between the socio-demographic characteristics of clients and knowledge scores after interaction with trained PHC workers.

Sociodemographic characteristics After intervention (Mean ± SD) Test Statistics P-value
Age group (years)
≤30 23.08± 2.52 -0.92! 0.359
>30 22.85± 2.11
Religion
Christian 23.21 ± 2.19 1.70! 0.090
Muslim 22.41 ± 2.54
Marital status
Married 22.91 ± 2.31 -2.07! 0.038
Single 25.33 ± 1.15
Ethnicity
Yoruba 22.62 ± 2.48 3.73!! 0.292
Igbo 23.39± 2.24
Hausa 22.50 ± 0.71
Others 23.55 ± 1.77
Monthly Income
≤₦50,000 22.89 ± 2.27 1.23! 0.218
>₦50,000 23.32 ± 2.54
Employment Status
Employed 22.97 ± 2.35 0.28! 0.779
Unemployed 22.88 ± 2.16
LGA
Alimosho 22.31± 2.71 -2.45! 0.014
Ikeja 23.47 ± 1.83
Level of education
Primary 21.75 ± 2.06 2.05! 0.360
Secondary 23.09 ± 2.38
Tertiary 22.90 ± 2.28

! Two-sample Wilcoxon rank-sum (Mann-Whitney) test.

!! Kruskal-Walli’s equality-of-populations rank test.

Table 10. Association between the socio-demographic characteristics of clients and preventive practice scores after interaction with trained PHC workers.

Variables Post-test score (Mean ± SD) Test statistics P-value
Age group (years)
≤30 27.92 ± 4.06 1.37^ 0.087
>30 29.01 ± 5.07
Religion
Christian 28.09 ± 4.61 1.45^ 0.074
Muslim 29.34 ± 4.54
Marital status
Married 28.38 ± 4.56 1.60^ 0.056
Single 32.67 ± 5.77
Ethnicity
Yoruba 28.68 ± 4.61 1.23^^ 0.302
Igbo 28.91 ± 4.88
Hausa 23.50 ± 3.54
Others 27.54 ± 4.15
Monthly Income
≤₦50,000 28.33 ± 4.48 0.67^ 0.507
>₦50,000 29.00 ± 5.28
Employment Status
Employed 28.43 ± 4.59 0.31^ 0.755
Unemployed 28.81 ± 4.92
LGA
Alimosho 29.59 ± 4.57 2.49^ 0.014
Ikeja 27.61 ± 4.48
Level of education
Primary 27.00 ± 4.08 1.79^^ 0.170
Secondary 27.82 ± 4.75
Tertiary 29.25 ± 4.42

^ Independent t-test.

^^ One-way ANOVA.

Discussion

This intervention study set out to determine the knowledge of, attitudes to, and preventive practices of HCWs and their clients at baseline and to evaluate the effect of the training in both groups.

At baseline, HCWs’ knowledge was high, attitudes were positive and preventive practices were good. This high level of knowledge agrees with high levels reported from the UAE [3], Uganda [6], Ethiopia [7], and Nigeria [8, 9]. It is higher than the levels reported from Yemen [4], and Mozambique [5]. Nine out of ten HCWs correctly identified the common symptoms such as shortness of breath and cough. The high level of knowledge is probably a reflection of the multiple sources of information and training received by the HCWs since the pandemic began. At the time of the study, the pandemic had lasted for over a year in Nigeria, thus information and awareness on COVID-19 were abundant. Therefore, it was not surprising that HCWs had a high level of knowledge. Had the study been conducted very early during the pandemic, perhaps the level of knowledge may not have been as high. This high level of knowledge gives assurance that the health workers were more likely to give correct information to their clients and help further in changing their behaviour. Nevertheless, there were some gaps in the knowledge of the epidemiology of the disease amongst the HCWs which formed the basis for the intervention

The clients’ levels of knowledge at baseline were fair to moderate. Common symptoms of the disease such as fever, cough and shortness of breath were known although knowledge of more specific ones like anosmia and ageusia was lower. The level of knowledge of the clients is comparable with studies in Pakistan [22], but much higher than was reported from Kano, northern Nigeria [12], which may be due to lower access to information and lower levels of literacy in Kano. The proportion of clients in this study who were aware that an asymptomatic person could transmit COVID-19 was similar to a study amongst mothers of under-five children in Enugu [13]. In addition, the 70% rate of good preventive practices found at baseline was much higher than the 49% reported amongst pregnant women in Northern Ghana [14]. The vaccine uptake was low probably because of the non-availability of vaccines in the state at the time of the baseline study.

The training produced changes in all the domains of knowledge, attitudes, and preventive practices of the HCWs. There was a higher level of knowledge among the health workers in all areas; be it in the knowledge of symptoms (above 90%), mode of transmission and preventive measures. Vaccine uptake was observed to have increased within the period although it cannot be said to be due directly to the intervention. The training was effective in producing the desired change and justifies the use of the theory of change model as a conceptual framework for the intervention. The improvement in the HCWs is in conformity with an intervention reported in Pakistan, where a randomized trial amongst nurses in Pakistan utilized WhatsApp to deliver an educational intervention for 12 weeks reported that the intervention group showed significantly better results in infection prevention control and leadership and communication [23]. Furthermore, the deployment of a COVID-19 training app amongst a group of HCWs in Nigeria led to a significant increase in knowledge from pre-test scores of 54% to 74% at the post-test in conformity with the findings of the present study [15]. These studies [15, 23], and ours show the value of the effectiveness of online training in building the capacity of HCWs.

Older HCWs had higher knowledge scores than younger ones in contrast to findings from Ethiopia [7], and Nigeria [15]. We posit that the older HCWs were more experienced than their younger colleagues and not just due to cognitive abilities alone. In addition, it may be that the age group category used in our study (30 years) included many more brilliant but young health care workers. The study did not find any association between knowledge and professional cadre of the HCWs unlike what was found in the UAE [3], and Nigeria [9], and this is probably because of the small sample size in our study. The higher levels of knowledge in Alimosho LGAs and the influence of marital status cannot be easily accounted for. We also did not find any significant association between HCWs’ socio-demographic characteristics and preventive practices unlike a study from Ethiopia [7], perhaps on account of the small sample size.

Far more important than the changes observed in the HCWs is the effect of the training on the clients. Contact of the clients with HCWs who had received the intervention led to higher levels of knowledge and better recognition in all domains of knowledge, attitudes and preventive practices examined. There was better recognition of symptoms and of correct preventive practices. Besides, the proportion of those who had received the COVID-19 vaccine rose from less than half to about seven out of ten and were willing to recommend the vaccine to others, although not entirely due to the intervention. The changes confirm the efficacy of the intervention and its benefit not only to the health worker but to their clients. This efficacy of the intervention is like what was seen amongst community members in Iran [18], and Thailand [24]. The finding that single clients had a higher level of knowledge cannot be accounted for. The benefit of clients receiving correct information cannot be overemphasised in the light of conspiracy theories. Contact with health workers who are knowledgeable builds confidence and may lead to sustained utilization of PHCs.

The efficacy of the intervention is attributable in part to the expertise of the research team, the authentic information in the training materials, the method of delivery, and the willingness of the HCWs to participate on account of their perceived benefits. Virtual training such as this we undertook has numerous advantages. They are low-cost, non-personal, allow for learning at the individual level and pace, are available for continuous learning. They are invaluable for social distancing and for dealing with large groups. This is probably the way to adopt in this era of the new normal.

Conclusion

This study has shown that virtual training is an effective way to improve the knowledge and skills of health workers who can then impact their clients and bring immense benefit to them, especially in the control of pandemic prone diseases.

Limitations of the study

The positive effect of the intervention amongst HCWs and clients cannot be attributable solely to the intervention as both groups were exposed to other sources of information although not measured which could have contributed to the changes. Mothers were the clients in the study as they were more readily available at PHCs more than men and this limits the generalization of the changes mainly to mothers of children under-five years. The sample size for the study was small. This was in part because the study was meant to demonstrate proof of concept. In addition, the response rate was not as high as expected. However, this is not unusual in studies amongst health workers [5, 15], like the participants in this study who for various reasons could not complete the post-intervention assessment. The lack of a control group is another limitation of the study.

Recommendations

We recommend the adoption of virtual training to improve the knowledge and skills of HCWs at the first level of care. Such online training should be the new norm and method of continuing professional development. Web-based apps are invaluable, and priority should be given to apps that do not require a lot of data. They should be usable on android phones which are used by more people. Social media for example WhatsApp can be used for educational interventions. Collaboration with the information and technology sector along with telecommunication companies is essential and should be sought.

Supporting information

S1 File. LASRIC data file.

(XLSX)

Acknowledgments

We are grateful for the support provided by the Government of Lagos State, the leadership of the Lagos State Research and Innovation Council (LASRIC), the leadership of Lagos State University, the Medical Officers of Health of Ikeja and Alimosho LGA, the health care workers and the mothers of under-five children who participated in the study.

Data Availability

All relevant data are within the article and its Supporting Information files.

Funding Statement

OOO received a research grant from Lagos State Research and Innovation Council. website. https://lasric.lagosstate.gov.ng The funders had no role in study design, data collection and analysis, decision to publish, or presentation of the manuscript.

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Decision Letter 0

Ogochukwu Chinedum Okoye

22 Aug 2022

PONE-D-22-16429The Editor-in-Chief PLoS One

FULL TITLE

Building capacity of Primary Health Care workers and Clients on COVID-19: Results from a web-based trainingPLOS ONE

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Reviewer #1: 1. The manuscript is technically sound with regards to its research question of assessing the effect of web based training on health care workers and their clients on COVID 19.

2. The statistical analysis in general is appropriate and rigorous. However one is curious to know why an "independent t-test" was used to measure differences in knowledge, attitude and practice (KAP) pre- and post- intervention instead of a "paired t-test"?

3. The Journal editor will be in the best position to answer that, as this reviewer is not privy to the data. Based on PLOS ONE requirements i however assume a YES.

4.The manuscript is presented in an intelligible fashion and written in standard English.

Reviewer #2: Title – Building capacity of Primary Health Care workers and Clients on COVID-19: Results

3 from a web-based training

The topic appropriate for the study

Abstract – Structured and well written

Background –

Detailed information on statement of problem as well as rational for the study clearly presented.

Line 89 – 90: Almost 80% had positive - had positive what?

82% used face masks - desirable to know what use of face mask means in the study. Is it consistent use of face mask or ever use of face mask?

Methods – Well described in details

Line 127 – 128: The population is estimated to be over 20 million.- Provide reference

The health care of its residents is overseen by the Lagos State Ministry of Health. - It is also true that the Federal Ministry of Health also play a role in the health of the residents. Please clarify what is meant by 'overseen'

Line 134 – 135: Government-owned health facilities include 18 PHC centres and the Lagos State University Teaching Hospital (LASUTH). - Is there no secondary health facility in the LGA? Mention the presence or absence of secondary health facility in the LGA.

Line 158 – 159: PHCs were selected based on having a high patient load and all eligible health workers in the selected facilities were recruited into the study - How many PHCs were selected in each LGA. The sampling method for selecting those PHCs not mentioned

Line 191: …. their first visit ….. - Does this mean their first ever visit/contact to facility or first visit for that episode of illness. Please clarify

Result – Analysis and Tables appropriate

Line 263 – 264: The mean ages at the baseline and the end of the study were 40.8±9.6 and 39.2±9.9 years respectively. - What is the explanation for the change in age at baseline and at the end of the study? If it is the 63 that completed the study that were used then their ages shouldn't have changed remarkably. Indicate the duration of each phase of the study in the methods section.

Line 270 – 271: …… level of knowledge was 270 high on symptoms, modes of transmission, and preventive measures - Provide the figure for the level of knowledge. It is not enough to state that it is high except in the discussion section.

Line 278 – 279: Marital status and LGA of health workers were statistically significantly associated with knowledge scores - In what direction are the differences?

Line 290: …….. interactions with trained PHC workers … - Provide information on the nature of their interactions (duration of interactions, mode of interaction - one - on - one or group health talk, etc) with PHC workers in the methods section.

Line 298 – 299: The interaction with trained PHC workers led to an increase in all aspects of the knowledge enquired about: - Provide data showing the increase as provided for the baseline

Well written in details with relevant tables and figures

Discussion – Well discussed with study limitations provided.

Line 326 - ….. cough. - delete - cough is repeated in this sentence

Conclusion – Clearly written with appropriate recommendation.

Study limitation - It is desirable to mention the limitation in the study design - The lack of control group

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Reviewer #1: Yes: Nyemike Simeon Awunor

Reviewer #2: Yes: Prof. Tanimola Akande

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Attachment

Submitted filename: PONE-D-22-16429_reviewer.pdf

PLoS One. 2022 Oct 7;17(10):e0274750. doi: 10.1371/journal.pone.0274750.r002

Author response to Decision Letter 0


31 Aug 2022

A. Response to Journal requirements

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming.

Response. This has been done. The two files are labelled appropriately as well as the response to reviewers

2. PLOS ONE does not copy edit accepted manuscripts

Response. This has been done. The submission is free of typos and grammatical errors.

3. Please include your full ethics statement in the ‘Methods’ section of your manuscript file. In your statement, please include the full name of the IRB or ethics committee who approved or waived your study, as well as whether or not you obtained informed written or verbal consent. If consent was waived for your study, please include this information in your statement as well

Response. Ethical approval was obtained from the Health Research Ethics Committee of the Lagos State University Teaching Hospital (REFERENCE NO: LREC/06/10/1501). Written informed consent was obtained from all the participants after explaining the study's aim and objectives. (This was in the initial submission, lines 258-260)

4. In your Data Availability statement, you have not specified where the minimal data set underlying the results described in your manuscript can be found. PLOS defines a study's minimal data set as the underlying data used to reach the conclusions drawn in the manuscript and any additional data required to replicate the reported study findings in their entirety. All PLOS journals require that the minimal data set be made fully available. For more information about our data policy, please see http://journals.plos.org/plosone/s/data-availability.

Upon re-submitting your revised manuscript, please upload your study’s minimal underlying data set as either Supporting Information files or to a stable, public repository and include the relevant URLs, DOIs, or accession numbers within your revised cover letter. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories

Response. Data set is now uploaded as an Excel sheet

5. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

Response. Two new references have been added (no 16 and 21) making 24.

B. Responses to Reviewers (Line numbers in red are as on the tracked changes document)

1. The statistical analysis in general is appropriate and rigorous. However one is curious to know why an "independent t-test" was used to measure differences in knowledge, attitude and practice (KAP) pre- and post- intervention instead of a "paired t-test"?

Response. Line 269-272.The independent T test was used when we compared post training scores only for analysis of statistical association (Tables 4 and 5) but when we compared as on Table 3, the paired T test was used. This we believe is appropriate.

“Associations between the socio-demographic characteristics of respondents and their post-intervention COVID-19 knowledge, attitude, and preventive practices were assessed using an independent sample t-test and one-way analysis of variance (ANOVA) when data were normally distributed or Wilcoxon signed-rank and Kruskal-Wallis equality-of-populations rank test as appropriate when the data were not normally distributed” This was as in the first submission.

2. Line 89 – 90: Almost 80% had positive - had positive what?

82% used face masks - desirable to know what use of face mask means in the study. Is it consistent use of face mask or ever use of face mask?

Response. Line 86. Positive attitudes (80%)

Line 87. Face masks use was consistent

3. Line 127 – 128: The population is estimated to be over 20 million.- Provide reference

Response. Line 124. Reference 16 now included.

4. The health care of its residents is overseen by the Lagos State Ministry of Health. - It is also true that the Federal Ministry of Health also play a role in the health of the residents. Please clarify what is meant by 'overseen'

Response. The Statement has now been re-written

Line 125-127 “Health services for the citizens are available through both public and private facilities. The larger numbers of publicly owned facilities in Lagos State belong to the Lagos State Government although there are a few owned by the Federal Government”

5. Line 134 – 135: Government-owned health facilities include 18 PHC centres and the Lagos State University Teaching Hospital (LASUTH). - Is there no secondary health facility in the LGA? Mention the presence or absence of secondary health facility in the LGA.

Response. Line 135-136. There is no secondary health care facility in Ikeja LGA as the existing one was upgraded to become the teaching hospital (LASUTH).

6. Line 158 – 159: PHCs were selected based on having a high patient load and all eligible health workers in the selected facilities were recruited into the study - How many PHCs were selected in each LGA. The sampling method for selecting those PHCs not mentioned

Response. Line 163-165. PHCs were selected based on having a high patient load (four facilities in Ikeja LGA and five facilities in Alimosho LGA) and all eligible health workers in the selected facilities were recruited into the study. These PHC were selected by simple random sampling.

7. Line 191: …. their first visit ….. - Does this mean their first ever visit/contact to facility or first visit for that episode of illness. Please clarify

Response. Line 201 First visit for childcare during the study

8. Line 263 – 264: The mean ages at the baseline and the end of the study were 40.8±9.6 and 39.2±9.9 years respectively. - What is the explanation for the change in age at baseline and at the end of the study? If it is the 63 that completed the study that were used then their ages shouldn't have changed remarkably. Indicate the duration of each phase of the study in the methods section.

Response. Line 281. The observation by the reviewers was correct but we have now effected the appropriate changes. Only the 63 that completed had their menage computed. The baseline mean age initially used was for all the recruited participants, but this has now been removed see Table 1

Line 203,214,229-231.The duration of the phase of the study: baseline -four weeks; intervention four weeks. Post intervention data collection.one week. Now indicated in the methods section

9. Line 270 – 271: …… level of knowledge was 270 high on symptoms, modes of transmission, and preventive measures - Provide the figure for the level of knowledge. It is not enough to state that it is high except in the discussion section.

Response. Line 290-291.The details are now provided

The level of knowledge was high on symptoms (< 90%), modes of transmission (<80%), and preventive measures (<93%).

10. Line 278 – 279: Marital status and LGA of health workers were statistically significantly associated with knowledge scores - In what direction are the differences?

Response. Line 298-300. The direction has now been shown

Married PHC workers had higher mean knowledge scores compared with the single. PHC workers in Alimosho LGA had higher mean knowledge scores than those in Ikeja LGA.

11. Line 290: …….. interactions with trained PHC workers … - Provide information on the nature of their interactions (duration of interactions, mode of interaction - one - on - one or group health talk, etc) with PHC workers in the methods section.

Response. Line 230-233. This has been done in the methods section

After the training, the same set of clients were exposed to the trained PHC workers for one-on one counselling on invitation to the PHC. Each session lasted for about ten minutes.

12. Line 298 – 299: The interaction with trained PHC workers led to an increase in all aspects of the knowledge enquired about: - Provide data showing the increase as provided for the baseline.

Response. Line 321-329. The data was provided as before on Table 7

The interaction with trained PHC workers led to an increase in clients’ knowledge of symptoms (<80%), modes of transmission (<80%) and preventive measures (<90%).

Single clients had significantly higher mean knowledge scores than the married but clients in Ikeja LGA had significantly higher knowledge scores than those in Alimosho LGA

13. Line 326 - ….. cough. - delete - cough is repeated in this sentence

Response. Line 336. The repeated word “Cough” is now deleted.

14. Study limitation - It is desirable to mention the limitation in the study design - The lack of control group

Response. Line 439-440. Now done

The lack of a control group is another limitation of the study.

Professor Olumuyiwa Odusanya (signed)

Lead and Corresponding Author

Attachment

Submitted filename: Response to Reviewers_August29_2022.docx

Decision Letter 1

Kehinde Kazeem Kanmodi

6 Sep 2022

Building capacity of Primary Health Care workers and Clients on COVID-19: Results from a web-based training.

PONE-D-22-16429R1

Dear Prof Odusanya,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Kind regards,

Kehinde Kazeem Kanmodi, BDS

Academic Editor

PLOS ONE

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #2: All comments have been addressed

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Reviewer #2: Yes

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Reviewer #2: Yes

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Reviewer #2: Yes

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Reviewer #2: Yes

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Reviewer #2: Suggested correction in the original manuscript has been corrected satisfactorily by the authors. The corrections requested in the various sections particularly in the Methods and Results section have been done. The areas requiring clarification have been clarified.

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Reviewer #2: Yes: Tanimola Makanjuola Akande

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Attachment

Submitted filename: PONE-D-22-16429_R1_reviewer.pdf

Acceptance letter

Kehinde Kazeem Kanmodi

27 Sep 2022

PONE-D-22-16429R1

Building capacity of Primary Health Care workers and Clients on COVID-19: Results from a web-based training.          

Dear Dr. Odusanya:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

If we can help with anything else, please email us at plosone@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Kehinde Kazeem Kanmodi

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File. LASRIC data file.

    (XLSX)

    Attachment

    Submitted filename: PONE-D-22-16429_reviewer.pdf

    Attachment

    Submitted filename: Response to Reviewers_August29_2022.docx

    Attachment

    Submitted filename: PONE-D-22-16429_R1_reviewer.pdf

    Data Availability Statement

    All relevant data are within the article and its Supporting Information files.


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