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PLOS One logoLink to PLOS One
. 2023 Nov 9;18(11):e0293231. doi: 10.1371/journal.pone.0293231

The effects of COVID-19 mitigation measures on physical activity (PA) participation among adults in Rwanda: An online cross-sectional survey

Jean Pierre Nganabashaka 1,*, Jean Berchmans Niyibizi 1,2, Ghislaine Umwali 1, Stephen Rulisa 1, Charlotte M Bavuma 1, Jean Claude Byiringiro 1, Seleman Ntawuyirushintege 1, Pierre Celestin Niyomugabo 1, Lambert Izerimana 1, David Tumusiime 1
Editor: Mpho Keetile3
PMCID: PMC10635554  PMID: 37943889

Abstract

Introduction

More than a third of the world’s population was under full or partial lockdown during COVID-19 by April 2020. Such mitigation measures might have affected participation in various Physical activity (PA) and increased sedentary time. This study aimed to assess the effect of the COVID-19 mitigation measures on participation of adults in various PA types in Rwanda.

Methods

We collected data from conveniently selected participants at their respective PA sites. We assessed the variation in time spent doing in four types of PA (Work related PA, PA in and around home, transportation PA and recreation, sport, and leisure purpose) across different pandemic period. We also evaluated the sedentary time over the weekdays and on the weekends.

Results

A total of 1136 participants completed online assisted questionnaire. 71.4% were male, 83% of the study participants aged 18 to 35 years (mean = 29, (standard deviation = 7.79). Mean time spent doing vigorous PA as part of the work dropped from 84.5 minutes per day before COVID-19 to 58.6 minutes per day during lockdown and went back to 81.5 minutes per day after the lockdown. Time spent sitting on weekdays increased from 163 before COVID-19 to 244.5 minutes during lockdown and to 166.8 minutes after lockdown. Sitting time on weekend increased from 150 before COVID-19 to 235 minutes during lockdown and to 151 minutes after lockdown. Sleeping time on weekdays increased from 7.5 hours per day before COVID-19 to 9.9 hours during lockdown and to 7.5 hours after lockdown while it increased from 8 hours before COVID-19 to 10 hours during lockdown and to 8 hours per day after lockdown during weekends.

Conclusion

The study emphasizes the significance of diverse PA, including home-based programs, during pandemics like COVID-19. It suggests promoting PA types like work-related, transportation, and domestic works during lockdown and similar period.

Background

The COVID-19 pandemic became a serious global health threat [1]. As of August 21st, 2021, there were 411 million cases and around 4.42 million deaths globally [2]. On February 14th, 2020, the first case was reported in Egypt, making it the first country in Africa to have a COVID-19 case. One month after (on 14th March 2020), the Ministry of Health confirmed the first case of the virus in Rwanda. As of August 21st, 2021, 82,215 cases were confirmed, and 1,005 deaths were recorded in Rwanda [2]. The Government of Rwanda employed various mitigation measures including restrictions on movements, physical meetings, gatherings, as well as the temporary closure of social and economic activities. In particular, officially commenced a total lockdown on 22nd March 2020 [3] and partially lifted it in phases beginning on 4th May 2020 [4]. In early 2021 due to the increase in COVID-19 cases, a lockdown was introduced in Kigali from 19th January to 7th February 2021. Additionally, because of the upsurge in new cases of the COVID-19 pandemic, 10 days of total lockdown was imposed in Kigali city and eight other districts starting from 17th to 26th July 2021 [5]; this has been extended with additional 5 days starting from 27th to 31st July 2021 [6].

As part of efforts to control the spread of the COVID-19 pandemic, countries globally implemented a range of restrictive measures. For instance, by early April 2020, over one-third of the world’s population was subjected to full or partial lockdowns [7].

During the total lockdown, unnecessary movements, and visits outside of home were prohibited, people were required to stay at home, shops and markets were closed except for those selling food, medicines, hygiene and sanitation products and other essentials items. Public and private sector employees were requested to work from home except those providing essential services. Additionally, physical activity (PA) facilities were closed, both individual and mass outdoor PA were not permitted. Upon closure of the outdoor PA campaigns and related facilities, Rwanda Biomedical Center (RBC) recommended people to keep exercising at home while keeping safe from COVID-19 trying home-based exercises such as performing domestic works, dancing, playing with children, walking in the compounds and taking online physical exercise class to get professional guidance [8]. In collaboration with the Rwanda Non-Communicable Diseases Alliance (RNCDA), a civil society organization that unites 27 different groups, including those advocating for individuals with non-communicable diseases (NCDs), healthcare professionals, and youth-led organizations within the NCDs community, the Ministry of Health and the Ministry of Sports have introduced a recorded series of modified PA sessions. These sessions are being rebroadcast on both national and private television channels, serving as a valuable guidance for individuals looking to engage in home-based PA during lockdown. In addition, during lockdown, the government has intermittently allowed people to exercise within their respective villages’ catchment area. The adapted PA program is meant to be an important approach to maintaining PA and its preventive effects as well as a useful complementary tool to improve the physical and psychological well-being of diverse populations affected by the COVID-19-pandemic [9].

Though the employed mitigation measures might have contributed to the virus containment, they forced the stop or slow implementation of PA interventions, which are among the ongoing population-level interventions targeting non-communicable diseases (NCD) risk factors. For example, Friday PA [10], this is a special time of two hours for public servants to exercise every Friday from 3 to 5 pm was closed. Additionally, a bimonthly PA campaign known as car-free day [11] was initiated in city of Kigali in 2016 that was latter extended to other cities and towns in the country was similarly stopped during lockdown. Movement restrictions associated with lockdown among other mitigation measures have exaggerated physical inactivity among types 2 diabetes mellitus patients [12], and compromised physical activity levels generally [1316], and increased sedentary behavior [17]. Physical inactivity and sedentary behavior are linked to increased cardiovascular risks as well as other NCDs [1820]. In the current pandemic, people suffering from NCDs are at higher risk of severe illness or death [21,22]. Further, reduction in PA have been proven to be linked with mood disorders [23]. To our knowledge, no study has documented this effect of COVID-19 on physical activity participation as a population-level intervention targeting risk factors for NCDs in Rwanda. This is a part of a large study aimed to evaluate the effect of COVID-19 pandemic mitigation measures on PA participation among adults in Rwanda. This paper focuses on the change on time spent in various types of PA and sedentary lifestyle across different COVID-19 phases (before emergence of COVID-19, during total lockdown, and when the total lockdown was lifted). Knowing that there were intermittent lockdowns in some selected areas of the country because of a rapid increase in COVID-19 cases, this study referred to the one occurred from 22nd March to 4th May 2022 because it has equally affected the whole country. This study aimed to conduct a comprehensive investigation of PA across different life domains. It emphasized the impact of COVID-19 on previously overlooked areas of PA, including those related to work, home, transportation, and recreational activities, which were found to be essential during challenging periods like lockdowns. This study findings provide invaluable insights for policymakers, offering a cornerstone for developing effective PA interventions during pandemics like COVID-19. This study’s relevance is indeed beyond the current pandemic crisis, as its applicability remains relevant in similar future scenarios, encompassing both prevention and mitigation efforts.

Methods

Study design, participants and data collection procedure

This was a cross-sectional retrospective study. We collected data for PA participation across three periods: before emergence of COVID-19: February 2020, during total lockdown: 22nd March to 4th May 2020, and when the total lockdown was lifted: after 4th May 2020 in order to track the changes in PA participation and sedentary time. However, due to the COVID-19 pandemic situation, the outdoor PA were resumed with only individual PA possible, and it was difficult to determine the number of people attending PA at a given site. Participants were conveniently recruited from purposively selected PA sites both in Kigali and in other four selected districts in each province (Nyagatare in Eastern, Huye in Southern, Musanze in Northern and Rubavu district in Western Province) of Rwanda known to have regular PA campaigns operational before emergence of COVID-19 pandemic. To avoid the spread of COVID-19 infection, we opted to use online survey. Only adults (18 years old and above) from the selected site who have access to or could access smartphone or computer with internet connection were targeted for this study. The sample size was determined by priori power analysis. It was calculated using G*Power 3.1.9.7 calculations. For one-way analysis of variance (F test) with small effect size (f2 = 0.10), α error probability = 0.05, with 80% power, the minimum sample size for this study was determined to be 1096.

Trained data collectors were allocated at each selected study site and conveniently recruited participants through a recruitment form (this was a designed form that had contact details of the participant as a way to follow up for any assistance in filling questionnaire to increase the response rate and data quality as well) until the required sample was reached. Participants were given contacts of the data collector whom they could refer to for any clarification or assistance. The data collectors approached participants from different physical activity sites (mainly at the start and arrival point for walkers, runners or joggers), in gymnasium, sportsgrounds. Additionally, snowballing approach was used to reach out to more participants, wherein reached participants especially coaches were asked to share the study information together with an online survey link with others in their network such as through sport clubs and WhatsApp groups.

We used the long form of international Physical Activity Questionnaire (IPAQ) to measure and analyze the Physical habitual changes mainly the PAes and sedentary time [24] after being adapted to Rwandan context. IPAQ was chosen for this study as it provides details of different PA types including those that are done at home through different domestic works. After agreeing to participate in the study, participants were shared with the questionnaire link (using Kobo Collect online survey) on their preferred platform (through WhatsApp or email) and were followed up by the trained data collectors for needed assistance in filling the questionnaire and any query. We collected four different types of physical activity (work related, recreation, sport, and leisure-time, transportation and PA done in and around home) as well as the sedentary time.

We assessed work related PA by assessing the time (minutes) spent per day doing usual work such as paid jobs, farming, volunteer work, course work and any other unpaid work that is outside of participant’s home. PA in and around home was assessed by asking the time (minutes) spent per day doing various activities in and around home such as housework, gardening, general maintenance work and caring for the family. For transportation PA, a participant gave the number of minutes spent per day travelling (walking or riding) from place to place, including to places like work, market, pharmacies, and so on while recreation, sport, and leisure-time PA were assessed by asking the time spent per day doing PA solely for recreation, sport, exercise or leisure purpose. The sedentary time was examined by assessing the time spent per day sitting (while at work, at home, doing course work and during leisure time) and during sleeping. This included time spent sitting at a desk, visiting friends, reading or sitting or lying down to watch television. PA was categorized either vigorous if involved activities that highly increased breathing rate and or heart rate or moderate if it involved activities that slightly increased the breathing rate and or heart rate [25]. Data collection lasted for two months starting from May to June 2021.

Data management and analysis

The statistician reviewed every submitted form to assess data submission progress, completeness, validity, and accuracy. Daily feedback was given to data collectors to address any raised concerns. Duplicate entries were removed prior to data analysis. The collected data were analyzed using STATA 16 [26]. Descriptive statistics such as mean, median, range and 95% confidence interval were used to describe demographics, PA time and sedentary time. For categorical variable types, frequencies and percentages were calculated. One-way analysis of variances was performed to examine the significant change in PA participation across the three phases of the pandemic. The significant level was set at 0.05 with 95% confidence interval. The long form of international Physical Activity Questionnaire (IPAQ) was used to categorize and analyzed the sedentary lifestyle. This study followed STROBE guideline for cross-sectional studies reporting [27].

Ethical considerations

All methods were performed in accordance with the ethical standards of the national research ethics committee and with the 1964 Helsinki declaration and its latter amendments [28]. Ethical approval was obtained from Rwanda National Ethics Committee (approval notice No. 856/RNEC/2021). The online survey started with an informed consent statement that provided full description of the study to enable a participant to take an informed and voluntary decision to participate in the study. After reading the informed consent statement, the participant was requested to select “agree” button to access the questionnaire if he/she decided to participate in the study or “disagree” button to end the form if he/she did not want to participate. Participants’ decision (to agree or disagree to participate in the study) was recorded and retrieved from the server for archiving and witness purpose.

Results

Demographics of participants

A total of 1136 people were contacted and given questionnaire link, of which 23 voluntary rejected to participate and 1113 successfully completed the questionnaires. As presented in Table 1, the majority of participants (71.4%). Most of the study participants (44.8%) aged 26 to 36 years. The mean age of the respondents was 29 years old (standard deviation (SD) = 7.79). More than 58% of the participants had university level while only 1% did not have formal education. Regarding household size, 63.4% of the participants live with 2 to 4 housemates and only 1.5% live with 10 or more persons in the same household.

Table 1. Characteristics of the study participants.

Variables Frequency Percentage
Gender
Male 795 71.43
Female 318 28.57
Age Category
18–25 407 38
26–35 480 44.80
Above 36 183 17.10
Highest education attained
No formal education 12 1.08
Primary 94 8.45
Secondary 308 27.67
Technical and Vocational Education and Training (TVET) 45 4.04
University 654 58.76
Size of the household
1 person 99 8.91
2–5 persons 704 63.37
6–10 persons 291 26.19
Above 10 persons 17 1.53
Employment status before COVID-19
Not employed 429 38.54
Employed 684 61.46
Employment status during the total lockdown
Not employed 790 70.98
Employed 323 29.02
Employment status after the total lockdown
Not employed 523 46.99
Employed 590 53.01

Regarding the employment status of the participants, this study revealed tremendous changes across three phases of the pandemic. There has been a decrease in number of employed people since the emerging of COVID-19 from 61.5% before to 29%. The latter has then increased a little bit to 53% after the total lockdown but still lower than before the pandemic.

Changes in physical activity participation before, during and after COVID-19 period

This study revealed a significant change in time spent doing different PA across three periods of COVID-19 (before emergence of COVID-19 emergence, during lockdowns and after the lockdown was lifted). As shown in Table 2, this study generally found a significant decline in time spent in different PA types throughout three periods of COVID-19.

Table 2. Change in time (minutes) spent per day doing PA before, during and after COVID-19 period.

Type of physical activity (PA) Before emergence of COVID-19 During total
Lockdown
After total
lockdown
P value
Work related physical activity
Vigorous PA as part of work 84.5 58.6 81.5 0.01*
Moderate PA as part of work 65.6 56.2 67.7 0.31
Walking PA as part of work 63.2 65.2 63.2 0.97
Physical activity in or around home
Vigorous PA in or around home 55.6 54.3 53.8 0.92
Moderate PA in or around home 44.4 50.4 47.6 0.09
Transportation physical activity
Walking PA from place to place 49.5 37.3 47.9 0.002*
Riding bicycle from place to place 54.9 49.5 50.5 0.61
Recreation, sport, and leisure type of physical activity
 Vigorous PA 49.4 42.5 52.3 0.05*
 Moderate PA 38.6 42.9 46.9 0.06
 Walking PA 46.9 37.3 47.8 0.03*

Work related physical activity

The average time spent doing vigorous PA dropped from 84.5 minutes before emergence of COVID-19 to 58.6 minutes per day during lockdown and increased up to 81.5 minutes per day after total lockdown (p-value = 0.019). The Bonferroni test showed that the only significance changes was remarked during total lockdown comparing to before emergence of COVID-19 (p value = 0.019). Daily time spent doing moderate PA as part of work slightly declined from 65.6 minutes a day before emergence of COVID-19 to 56.2 minutes a day during the total lockdown, and slightly increased to 67.7 minutes per day after lockdown. However, this change was not statistically significant (p-value = 0.319). There was non-significant change in walking as part of the work, which varied from 63.2 minutes per day before emergence of COVID-19 to 65.2 minutes per day during the total lockdown and got back to 63.2 minutes per day after the lockdown.

Physical activity in and around home

The participation in vigorous PA in and around home declined from 55.6 to 54.3 minutes per day during lockdown and slightly dropped to 53.8 minutes per day after the total lockdown (p-value = 0.924). The average time spent in moderate PA around home increased from 44.4 to 50.4 minutes per day during the lockdown and declined to 47.6 minutes per day after lockdown (p-value = 0.069). The change in both vigorous and moderate PA done in and around home across different phases of COVID-19 was not significant.

Transportation physical activity

Walking from one place to another as well as bicycle riding are also recognized as types of PA. The respondents were asked the time spent travelling from place to place, either by foot (walking) or using the bicycle. The time spent walking from place to place declined from 49.5 minutes per day before emergence of COVID-19 to 37.3 minutes per day during the total lockdown and increased to 47.9 minutes per day after total lockdown (p-value = 0.002). The Bonferroni test showed that the significant change was identified during total lockdown comparing to before emergence of COVID-19 (p-value = 0.002) and after COVID-19 (p-value = 0.01) but no significant changes found between before and after COVID-19 (p-value = 1).

Considering the time spent riding bicycle, there was non-significant changes across three COVID-19 phases. The time dropped from 54.9 minutes per day before emergence of COVID-19 to 49.5 minutes per day during total lockdown and reached 50.5 minutes per day after total lockdown (p-value = 0.61).

Physical activity for recreation, sport, and leisure purpose

Apart from PA related to work, domestic works and transportation, this study assessed the changes in PA done solely for recreation, sports or leisure purpose. The average minutes per day spent walking for leisure purpose declined from 47 minutes per day before emergence of COVID-19 to 37 minutes per day during the total lockdown and rose to 48 minutes per day after total lockdown (p-value = 0.03). Both vigorous and moderate recreational, sports or leisure type of PA were reduced upon the emergence of COVID-19 (during total lockdown) and slightly increased when the movements’ restriction measures were lifted (after the total lockdown); however, only change to vigorous PA was significant (p-value 0.05). The Bonferroni test showed that a significant change in time spent in PA for recreation, sport, and leisure purpose was found during total lockdown comparing to both before emergence of COVID-19 (p-value = 0.03) and after total lockdown (p-value = 0.03).

Sedentary time (Sitting and sleeping time)

As shown in Table 3, the average of daily sitting time on a workday sharply increased from 163.5 minutes (approximately 2 hours 44 minutes) per workday before the emergence of COVID-19 to 244.5 minutes (around 4 hours) per workday during the lockdown and get back to 166.8 minutes per day when the lockdown was lifted. The sitting time increased from 150 minutes per weekend day before emergence of COVID-19 to 235.8 minutes per weekend day during the total lockdown and has declined to 151 minutes per day after the total lockdown. These changes in both sitting and sleeping time was statistically significant (p-value < 0.001).

Table 3. Daily average sedentary time per day throughout three phases of COVID-19.

Time Before emergence of COVID-19 During total
lockdown
After total
lockdown
P value
Sitting time (Minutes)
On a workday 163.5 244.5 166.8 0.000*
On a weekend day 150.0 235.2 151.0 0.000*
Sleeping time (hours)
On a workday 7.5 9.9 7.5 0.000*
On a weekend day 8.0 10.3 8.1 0.000*

The average sleeping time including naps on workday increased from 7 hours and half a day before emergence of COVID-19 to 10 hours during the lockdown and declined back to 7 hours once the lockdown was lifted (p-value < 0.001). The same trend line was found on weekend days. The sleeping time increased from 8 hours a day before emergence of COVID-19 to 10 hours a day on weekend day during the lockdown and declined back to 8 hours a day after the lockdown (p- value < 0.001).

The Bonferroni test showed that a significant increase in sitting time on weekdays was found during total lockdown comparing to both before emergence of COVID-19 (p-value = 0.036) and after total lockdown (p-value = 0.030). The same increase in sitting time was identified on weekends during lockdown compared to before emergence of COVID-19 (p-value = 0.001) and after total lockdown (p-value = 0.001). There was a significant increase in sleeping time during total lockdown both on weekdays and weekends comparing both before emergence of COVID-19 (p-value = 0.001) and after total lockdown (p-value = 0.001).

Discussion

In addition to causing immediate illnesses and fatalities, COVID-19 also raised various health hazards that could have an impact on people’s health. This study’s distinctiveness lies in its comprehensive exploration of PA across diverse life domains, shedding light on previously overlooked areas that proved essential during challenging times like lockdowns, while also offering insights into the pandemic’s effects on sedentary behavior and advocating for a broader approach to promoting various forms of PA.

The majority (83%) of the study participants were aged less or equal to 35 years old and males (71.4%) with university level literate (58%). According to the national population census [29], Rwanda is dominated by young people where 62% of the population are under 25 years, this might explain the youth dominance in this study participation. In addition, the fact that participants were recruited from PA sites where people are doing various aerobic exercises and playing different games from which, you might be more involved than adults may explain the dominance of youth in this study. The old people are likely to exercise in nearby places [30] and sometimes present some barriers and reluctance to PA [31], which might explain the youth dominance of this study participants. Females were less represented in this study compared to males, which shows a gap in PA practice among both gender; this confirmed what was found in studies conducted in Ireland [32] and Australia [33]. The evidence showed that females are less involved in PA than Educated people are likely to have knowledge of PA benefits than the less literate and studies have linked PA level with education [34], though we did not intent to measure the association of education and PA. Various studies have evidenced a positive relationship [3537] which might explain the magnitude of participants educated at university level.

Generally, COVID-19 mitigation measures have significantly reduced time spent in PA and increased sedentary lifestyle (sitting and sleeping) time across different period of COVID-19. The significant reduction in different PA types was found in lockdown compared to the before emergence of COVID-19 period. A slight increase was noticed after total lockdown when the mitigation measures were lifted. This finding confirms what were found in other studies [3841].

This study revealed a significant decrease of work-related PAs; this reduction was reported during lockdown particularly. During total lockdown, many businesses were closed. This closure resulted in people losing job and reduce their movement from their home to their workplace and vice-versa. Especially, our sample was recruited from the cities where during total lockdown, most of the activities (businesses, schools, etc) were closed apart from the essential services. Additionally, the majority (61%) of the participants reported to be employed (paid or unpaid work) outside of their home, therefore the closure of services (businesses) judged as not essential may explain the significant decrease of the PA as part of the work. Similarly, a review conducted in 2021 found that COVID-19 mitigation measures such as lockdowns has compromised PAs [42]. While WHO recognizes all movement including during leisure time, transportation to get to and from places, or as part of a person’s work as PA which equally improve people’ health [43]. There are some controversial arguments that do not positively associate work related PA with health benefits [44] and tend to promote only leisure time PA [45].

Participation in PA in and around home did not significantly change across three periods. This was not a surprising finding since lockdown and other COVID-19 mitigation measures did not restrict PA done in and around home, rather the latter were highly encouraged [8] because people were expected to stay at home especially during total lockdown; however, we noted that the mean time spent in this type of PA did not significantly change. Although the literature indicates that performing housework only cannot provide the recommended PA time [46], the household activities offer the same benefits as other PA and significantly contribute to the achievement of the recommended level of PA [47]. These findings contrast with what was found in German population [48], this might be due to the sample size as well as the different context. In Rwandan context, housework is mostly done by hired housemaids, children and women men are rarely engaged in house works. This study showed that PA done in terms of transportation (walking and riding from place to place) was significantly dropped. Especially during lockdown, only essential services were operating thus only people seeking such services were allowed to move outside of their home with condition to minimize number of times and the duration spent in these activities to reduce the risk of getting COVID-19 infection, which might have led to reduced time spent in this type of PA. During lockdown, most employees (public and private sector) were advised to work from home, which reduced the time spent in active travel (walking and riding) from home to work and the other way around. This finding confirm what was found in a study conducted among German Population [48]. This finding however contrasts with some countries, where people were permitted to go out for exercise during lockdown, which promoted individual active travel (walking, bicycle riding) and increase time spent in this kind of PA [49].

During the lockdown, the amount of time people spent on recreational activities, sports, and leisure PA significantly decreased. Rwanda had previously promoted outdoor and group PA initiatives, like car-free days in cities [11] and nationwide mass PA campaigns. However, indoor, individual, and home-based PA were not widely encouraged or popular among the general population, possibly because they seemed challenging and less enjoyable, especially for those accustomed to outdoor PA with friends.

The reduction in this types of PA was similarly found in other studies around the world [5052]. Like other types of PA, there were a slight increase in recreational PA type after lockdown. Studies have revealed that people with self-efficacy for PA have a strong likelihood to be physically active [53] and a great ambitious to have a long term PA commitments [54]; this validate that people who were used to outdoor PA were likely to resume as far as they are permitted to do so. Moreover, the resumption of PA facilities such as gymnasium, playgrounds and roads sidewalks with strict respect to COVID-19 prevention measures such hygiene and social distancing measures allowed people to get back in their PA routine.

Sedentary time (sitting and sleeping time), increased significantly during total lockdown and returned to normal after total lockdown. As time spent in PA reduced, there was an increase in time spent in sitting and sleeping on both weekends and weekdays. When the total lockdown was imposed, many people lose their occupations, no more unnecessary walk around from place to place, no visit and any other optional movement were permitted, the only options people were left with was to stay at their home. People might have used this time homes watching TV screens, playing cards and other games on and offline games and sleeping, which might have contributed to the increase of their sitting and sleeping time. This finding confirm what were shown in other studies, for example a study done among students from 2 Canadian universities showed that they were not interested in PA which increased their sedentary behaviour [55]; other studies around revealed the similar findings [56,57]. It is important to note that each reduction regardless of the extent in PA and increase in sedentary lifestyle increase the risk of various NCDs [58]. This study was a cross-sectional type in nature and relied on retrospective data collected through online survey, because of this nature, sampling bias was unescapable and generalizability is restricted. Again, this study used self-reported data on which desirability and sampling bias was not sufficiently controlled. However, the repetitive data collection at different site might have increased the participants’ diversity, which makes our findings robust. The cultural, religious and other social-demographic influences should be considered in this kind of studies in futures and future studies to explore how best PA can be improved during difficult time such as lockdown are recommended.

Conclusion

This study investigated PA across various life domains, including transportation, recreation, and household chores, some of which were previously underexplored but proved valuable during challenging periods like lockdowns. It examined the impact of the pandemic on people’s sedentary behavior. It provides valuable reminder for intervention planners and policymakers to expand their focus beyond outdoor recreational activity and promote other forms of physical activity, including home-based, indoor, and work-related activities. Home-based PA programs are efficient, effective and beneficial during pandemic such as COVID-19. People should be mobilised to get used to home-based and indoor PA. Furthermore, there is a need of strategies encouraging people to be engaged in other types of PAs such as work-related PA, transportation and domestic works that are believed to have similar benefits with recreational, sports and leisure type of PA. Indeed, the latter do not require additional budget and infrastructures since there are done where people live and work without a need of more equipment.

Acknowledgments

We would like to express our gratitude to the participants in this study and acknowledge significant contributions of Aline Ikirezi and Kerstin Sell to the success of this work.

Data Availability

The 2012 Policy of health sector research in Rwanda requires that researchers desiring to access and use health research databases to consent to the country Ministry of Health, and comply with the “law of access to information” issued by the Rwanda Parliament, to access to research databases. Request for access to raw data used for this study findings should be addressed to the Rwanda National ethics community (RNEC) at info@rnecrwanda.org with a copy to the RNEC chairperson at jmazarati@gmail.com and to the corresponding author at nganajp@gmail.com/p.nganabashaka.ur.ac.rw.

Funding Statement

This work was supported by the German Federal Ministry of Education and Research (Bundesministerium für Bildung und Forschung (BMBF)) (01KA1608) as part of the Research Networks for Health Innovation in Sub-Saharan Africa funding initiative. The funder had no role in designing and conducting the study or in writing the manuscript.

References

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The reviewer has recommended that you address some minor comments for the article. I also recommend the same. Please make sure that your article adhere to all the journal requirements

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

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2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

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Reviewer #1: Yes

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PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

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5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: 1- I suggest including in the title some information about the type of study (a cross-sectional online survey on COVID-19 or a cross-sectional retrospective study.).

2- Abstract- Methods: What was the target population for this study? How was the questionnaire disclosed and accessed by the participants? The IPAQ could also be mentioned here as an instrument for the analysis of sedentary lifestyle.

3- line 100: Please, withdraw 1 “study” (This was a cross-sectional retrospective study.)

4- line 112: It was calculated using G*Power 3.1.9.7 calculations. Using G*Power 3.1.9.7 (is repetitive).

5- line 127-128: This sentence deserves one more reference today.

6- line 152-154: The effect of COVID-19 related mitigations measures on physical activity were measured through the changes in duration spent in different physical activities. (this content shouldn't be here)

7- This current study must have followed some guideline (maybe STROBE?) https://www.strobe-statement.org/checklists/. It would be very important to include this information.

8- Declaration of Helsinki needs to be cited in ethical considerations as well.

9- Tabela 2: include in the legend, the description for the acronym PA and inform the level of significance considered in these analysis.

10- line 153, 154, 199, 202, 261, 264, 267, 268, 269, 284, 287, 290, 295, 296, 312, 313, 320, 327, 342, : use PA for physical activity.

11- Although the authors consider that data collected in different locations with a diverse sample, make the results more robust; I think it is worth noting here the cultural and religious differences that may justify certain findings.

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Reviewer #1: Yes: Laisa Liane Paineiras-Domingos

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Decision Letter 1

Mpho Keetile

1 Aug 2023

PONE-D-22-31575R1The Effects of COVID-19 Mitigation Measures on Physical Activity Participation among Adults in Rwanda: an Online Cross-sectional SurveyPLOS ONE

Dear Dr. NGANABASHAKA,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

==============================

ACADEMIC EDITOR: 

Please address the minor comments shared and your article will be ready for acceptance to publication. 

==============================

Please submit your revised manuscript by Sep 15 2023 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

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If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

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We look forward to receiving your revised manuscript.

Kind regards,

Mpho Keetile, PhD

Academic Editor

PLOS ONE

Comments from PLOS Editorial Office:

We note that one or more reviewers has recommended that you cite specific previously published works. As always, we recommend that you please review and evaluate the requested works to determine whether they are relevant and should be cited. It is not a requirement to cite these works. We appreciate your attention to this request.

Journal Requirements:

1. 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.

Additional Editor Comments:

Please address the reviewers comments and your article will be recommended for publication. If you address the comments well the article may be publishable

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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

Reviewer #3: (No Response)

Reviewer #4: (No Response)

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2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #2: No

Reviewer #3: Partly

Reviewer #4: Partly

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3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #2: I Don't Know

Reviewer #3: Yes

Reviewer #4: I Don't Know

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4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #2: Yes

Reviewer #3: Yes

Reviewer #4: Yes

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5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #2: Yes

Reviewer #3: No

Reviewer #4: Yes

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6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #2: work more on abstract. here, you can see recommendations:

Overall, the abstract provides a clear and concise summary of the study's objectives, methods, and results. However, there are some areas where the abstract could be improved:

The abstract does not clearly state the type of physical activity that was assessed. The study evaluated the variation in time spent doing different PA types, but the abstract does not provide any information on what those types were.

The abstract could benefit from more specific information on the study population. While the abstract mentions that 1136 adults above 18 years old completed the questionnaire, it does not provide any information on their demographic characteristics or how they were selected.

it may be useful to highlight the importance of this research, even four years after the emergence of COVID-19. While the study's findings provide valuable insights into how COVID-19 mitigation measures impact physical activity participation in Rwanda, the implications of these findings extend beyond the current pandemic. use thefollowin references for that:

Taheri, Morteza, et al. "Effects of home confinement on physical activity, nutrition, and sleep quality during the COVID-19 outbreak in amateur and elite athletes." Frontiers in nutrition 10 (2023): 1143340.

Reviewer #3: Overall this is an interesting study which could have much interest, however, I do have some concerns as follows:-

In the list of authors, you have listed No 2 Pettenfer School of Public health, but none of the authors are cited at that institution. Please clarify

You have stated a very low number of Covid cases in Rawanda, which is due to low amounts of testing. It would be good to give this detail as many readers will not realise why the number of cases are so low. This has been supported by the World Health Organisation who states that the numbers are low due to low testing.

In the abstract, it would be good to mention that statistical analysis was carried out rather than just listing percetage change.

Line 65 upon not up on

Line 69 what is NCD alliance?

Line 70 rebroadcast not rebroadcasted

Line 71 should be 'activity program is believed' not 'are believed'

Line 72 mainaining not maintain

Line 146 – serious reservations about this time period as many counties were still in and out of lockdown, therefore had people gone back to pre covid siuation? Were government backed PA activities back up and running? if not this will scew your results as people were not completed out of lockdown.

Line 167 was 29 years not with 29 years

Line 166 put 71.4% in brackets

Is it a bias that 58.76% have university education when statistics show that in 2019 only 12.8% of Rawandan population had higher education?

Line 175 should be latter not later

Line 191 what is meant by 'walking as part of the work'? This seems to have slightly increased during total lockdown when hardly anyone was at work. This needs explaining.

Line 212 again it doesn’t make sense how bike riding only reduced by 5 mintes a day if you were locked down

What is the difference between daily sitting time and sedentary sitting time line 228? Please explain

Line 240 there is a repeat of half a sentence about the Bonferroni test, please remove

Paragraph starting line 257 is hard to understand and the whole paragraph needs re-wording.

Line 263 explain why old people present barriers to PA, especially when you are talking of people age 35y and over, this isn’t particularly old

Line 274 shoud be before the emergence of covid 19 not the before

Line 275 where were these other studies that are referred to ? in Rawanda or other countries?

Line 308 ; other countries allowed to go outside and exercise during lockdown, but not Rawanda, so how did they bike ride duing lockdown? You have said that this only decreased by 5% during lockdown, which doesnt make sense.

Line 323 not resume but resumption

Line 341 this section doesn’t make sense. You have said that sitting time increased in your results but now say that it did not increase during lockdown.

Needs more discussion on limitations of the study eg that is was retrospective and the bias of males vs females and age

Does the conclusion contradict earlier statements about home based PA programmes as you are saying they are efficient but earlier you have said that people get bored of them?

Some of the english is difficult to understand and I would suggest that you get someone with english as a first language to proof read this.

Reviewer #4: Thank you for your submitted manuscript entitled, PONE-D-23-13290 ‘’The Effects of COVID-19 Mitigation Measures on Physical Activity Participation among Adults in Rwanda: an Online Cross-sectional Survey’’.

ABSTRACT:

• In the Methods provides more information about the PA and sedentary time assessment used in the study.

• How you determined the ‘’self-administered questionnaire’’.

• Could be a relevant conclusion for the present study. However, you note in the conclusion that ‘’COVID-mitigation measures have significantly reduced PA participation and increased sedentary time’’.. This statement is not a new discovery. Although, what is the new discovery?

INTRODUCTION:

• Line 97-108: The development of the introduction needs to be more hypotheses driven and develop the questions leading up to the section in the methods section. In this section, there is no new information in the paper this is reported in many published papers, it is necessary to remake and reinforce this part by other evidence, information and bibliographic references. Further, the part on hypothesis/-es development needs revision. A more conclusive use of appropriate literature can help here to clearly state the purpose of the study in order to develop hypotheses (or null hypotheses, whichever way is preferred). In turn, this will serve as the paper's framework as it will define the importance of findings, i.e. which results are being presented. In its present form, the paper states one quite unspecific hypothesis, therefore, results presented seem random which also influences the discussion.

METHOD

• The procedure is rigorous and well described and the statistical analysis is correct.

RESULTS:

• What about the measure of data reliability in the study?

• The tables are poorly presented, need formatting. Take time to check all formatting and make sure that all of the tables you have are mentioned in the text of the paper so that the reader can find them.

DISCUSSION:

• Line 275-279: The authors still need to clarify why this was done, and why it is important. This must be done in the Introduction, and clarified again here.

• Line 280-281: However, at no point is it clear why this information is important to the reader. The authors do mention conceptual reasons for the study in the introduction and sparsely in other sections, but this needs to be consistently done throughout the manuscript.

CONCLUSION

• Finally, improve the conclusion section: it is important to suggest possible future studies.

********** 

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If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #2: Yes: Morteza Taheri, Full Professor, university of Tehran

Reviewer #3: No

Reviewer #4: Yes: Souhail Hermassi

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Attachment

Submitted filename: PONE-D-22-31575R1_Dr. SH.pdf

Decision Letter 2

Mpho Keetile

10 Oct 2023

The Effects of COVID-19 Mitigation Measures on Physical Activity Participation among Adults in Rwanda: an Online Cross-sectional Survey

PONE-D-22-31575R2

Dear Dr. Jean Pierre NGANABASHAKA

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.

An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org.

If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. 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.

Kind regards,

Mpho Keetile, PhD

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Acceptance letter

Mpho Keetile

16 Oct 2023

PONE-D-22-31575R2

The Effects of COVID-19 Mitigation Measures on Physical Activity (PA) Participation among Adults in Rwanda: an Online Cross-sectional Survey

Dear Dr. Nganabashaka:

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. Mpho Keetile

Academic Editor

PLOS ONE

Associated Data

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

    Supplementary Materials

    Attachment

    Submitted filename: Response to Reviewers.docx

    Attachment

    Submitted filename: PONE-D-22-31575R1_Dr. SH.pdf

    Attachment

    Submitted filename: Response to Reviewers.docx

    Data Availability Statement

    The 2012 Policy of health sector research in Rwanda requires that researchers desiring to access and use health research databases to consent to the country Ministry of Health, and comply with the “law of access to information” issued by the Rwanda Parliament, to access to research databases. Request for access to raw data used for this study findings should be addressed to the Rwanda National ethics community (RNEC) at info@rnecrwanda.org with a copy to the RNEC chairperson at jmazarati@gmail.com and to the corresponding author at nganajp@gmail.com/p.nganabashaka.ur.ac.rw.


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