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Published on in Vol 10 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/56415, first published .
Global Rate of Willingness to Volunteer Among Medical and Health Students During Pandemic: Systemic Review and Meta-Analysis

Global Rate of Willingness to Volunteer Among Medical and Health Students During Pandemic: Systemic Review and Meta-Analysis

Global Rate of Willingness to Volunteer Among Medical and Health Students During Pandemic: Systemic Review and Meta-Analysis

Authors of this article:

Mahsusi Mahsusi1 Author Orcid Image ;   Syihaabul Hudaa2 Author Orcid Image ;   Nuryani Nuryani3 Author Orcid Image ;   Mustofa Fahmi4 Author Orcid Image ;   Ghina Tsurayya5 Author Orcid Image ;   Muhammad Iqhrammullah6 Author Orcid Image
Article Authors Cited by Tweetations (2) Metrics

    Review

    1Department of Islamic Education Management, Faculty of Tarbiyah and Teacher Training, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Tangerang Selatan, Indonesia

    2Department of Management, Institut Teknologi dan Bisnis Ahmad Dahlan Jakarta, Banten, Indonesia

    3Department of Indonesian Language and Literature Education, Faculty of Tarbiyah and Teacher Training, Universitas Islam Negeri Syarif Hidayatullah Jakarta, Tangerang Selatan, Indonesia

    4Ministry of Religious Affairs of the Republic of Indonesia, Jakarta, Indonesia

    5Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Indonesia

    6Postgraduate Program of Public Health, Universitas Muhammadiyah Aceh, Banda Aceh, Indonesia

    Corresponding Author:

    Mahsusi Mahsusi, PhD

    Department of Islamic Education Management

    Faculty of Tarbiyah and Teacher Training

    Universitas Islam Negeri Syarif Hidayatullah Jakarta

    Jl Ir H Djuanda No 95

    Tangerang Selatan, 15412

    Indonesia

    Phone: 62 83806254803

    Email: mahsusi@uinjkt.ac.id


    Background: During health crises such as the COVID-19 pandemic, shortages of health care workers often occur. Recruiting students as volunteers could be an option, but it is uncertain whether the idea is well-accepted.

    Objective: This study aims to estimate the global rate of willingness to volunteer among medical and health students in response to the COVID-19 pandemic.

    Methods: A systematic search was conducted on PubMed, Embase, Scopus, and Google Scholar for studies reporting the number of health students willing to volunteer during COVID-19 from 2019 to November 17, 2023. The meta-analysis was performed using a restricted maximum-likelihood model with logit transformation.

    Results: A total of 21 studies involving 26,056 health students were included in the meta-analysis. The pooled estimate of the willingness-to-volunteer rate among health students across multiple countries was 66.13%, with an I2 of 98.99% and P value of heterogeneity (P-Het)<.001. Removing a study with the highest influence led to the rate being 64.34%. Our stratified analyses indicated that those with older age, being first-year students, and being female were more willing to volunteer (P<.001). From highest to lowest, the rates were 77.38%, 77.03%, 65.48%, 64.11%, 62.71%, and 55.23% in Africa, Western Europe, East and Southeast Asia, Middle East, and Eastern Europe, respectively. Because of the high heterogeneity, the evidence from this study has moderate strength.

    Conclusions: The majority of students are willing to volunteer during COVID-19, suggesting that volunteer recruitment is well-accepted.

    JMIR Med Educ 2024;10:e56415

    doi:10.2196/56415

    Keywords

    COVID-19; education; health crisis; human resource management; volunteer 


    The initial outbreak of COVID-19, an emerging and highly infectious respiratory illness, which originated in Wuhan City, Hubei Province, China, occurred in early December 2019 [1]. Subsequently, the situation escalated swiftly, leading to its declaration as a Public Health Emergency of International Concern by the World Health Organization (WHO) [1]. Some of its clinical presentations are fever, cough, dryness, fatigue, dyspnea, and myalgia [2]. The disease also induces prolonged anxiety, chest pain, persistent depression, dizziness, and other lingering symptoms after recovery [3]. In 2020, the WHO reported the rapid spread of the disease to various parts of the world, marking it as a global pandemic, with the number of confirmed cases and deaths escalating worldwide [4]. The pandemic not only affects health but also disrupts various aspects of life, including emotional stability, environmental quality, and the economy [5-7].

    The high incidence of COVID-19 has led to an increased demand for health care services and workers [8]. Unlike many other sectors, jobs in health care were not temporarily halted during the COVID-19 pandemic, as health care professionals are essential in combating and preventing viral transmission [9]. However, infections among medical personnel have resulted in an acute shortage of workforce in this sector. Coupled with the increased workload of health care workers, this has led to inadequate patient management [8,10]. A previous study found that nearly half of health care workers exposed to COVID-19 experienced burnout and compassion fatigue, stemming from factors such as excessive workload, emotional exhaustion, personal infection risk, and fear of transmitting the virus to their families [5,11]. Consequently, hospitals faced the challenge of addressing staffing deficits [12].

    During health emergencies, it is crucial to bolster the human resource capacity within the health care system. Among the various approaches available, recruiting volunteers is an option worthy of consideration [13]. Volunteering entails participating in activities where individuals dedicate their time to providing services to vulnerable populations without coercion [14,15]. Medical and health students can actively participate in volunteering activities to help manage the COVID-19 crisis. In certain countries and health care institutions, it is suggested that medical and health students voluntarily contribute to crisis management based on their competencies [13,16,17]. Collaborating with volunteers to provide community services could help bridge gaps in human resource capacity and decrease instances of burnout among health care workers during the COVID-19 crisis [18].

    Volunteering among health care students has emerged as a valuable resource during outbreaks. A previous study has evaluated the willingness of medical students to volunteer during pandemics and disasters [19]. Furthermore, a previously published systematic review on the willingness of health students to volunteer for COVID-19 reported willingness-to-volunteer rates ranging from 19.5% to 91.5% [20]. Unfortunately, a meta-analysis was not conducted in that systematic review [20]. Data on the global rate of willingness to volunteer are necessary as a basis for evaluating the feasibility of recommending volunteering for health students. Moreover, it is crucial to observe feasibility across different populations, economies, and regions. Therefore, our aim is to conduct a new systematic review with a meta-analysis on the willingness-to-volunteer rate among medical and health students in response to the COVID-19 pandemic.


    Study Design

    The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) statement was used as the guidance for this study (see Tables S1 and S2 in Multimedia Appendix 1) [21]. The research questions were formulated as follows: (1) What is the percentage of COVID-19 volunteer willingness among health care students? (2) What are the demographic factors associated with the willingness of health care students to volunteer? This review was not registered because it did not evaluate direct effects on human health.

    Search Strategy

    A systematic review search was carried out on PubMed, Scopus, and Embase up to December 10, 2023. Google Scholar was also included as a gray literature source in the search. The keywords used were “health students,” “willingness,” “volunteer OR volunteering OR volunteerism OR voluntary,” AND “COVID-19 OR covid-19 OR SARS-CoV-2 OR COVID-19 pandemic.” The complete search technique is outlined in Table S3 in Multimedia Appendix 2 and searches for the other databases were developed using the Embase search strategy.

    Eligibility Criteria, Articles Selection, and Data Extraction

    The inclusion criteria were cross-sectional studies aimed at evaluating the rate of willingness to volunteer among medical and health students (encompassing disciplines such as medical, nursing, pharmacy, dentistry, midwifery, public health, and other relevant fields) in response to the COVID-19 situation from December 2019 to December 2023. Willingness to volunteer was defined as a “yes” response to the question “Are you willing to volunteer?” or “Do you want to volunteer?” We only included studies involving undergraduate or diploma students; studies involving other levels of education were excluded. Medical and health students were defined as individuals pursuing higher education degrees (undergraduate or diploma) in medicine, nursing, dentistry, pharmacy, midwifery, public health, and related fields. Exclusion criteria were applied to studies meeting any of the following conditions:(1) qualitative analysis, (2) focused on postgraduate or professional students, (3) non–English language articles, (4) review articles, (5) case reports, (6) randomized controlled trials, (7) clinical trial proposals, and (8) case-control studies.

    GT and MI independently screened all duplicate topics, titles, abstracts, and full texts using Zotero version 6.0.30 (Corporation for Digital Scholarship). Duplicate entries were removed, and title and abstract screening were conducted on the remaining records. Subsequently, the selected records were searched for full-text access, and further comprehensive screening was conducted on the obtained full texts by applying the eligibility criteria. Data extraction was conducted using the tabulation method, covering details such as author and year of publication, country, student population, sample size, gender distribution, academic year of the students, health status, marital status, living arrangements, volunteer experience, and the proportion indicating willingness. GT and MI independently carried out the data extraction process. Continuous data were presented as mean (SD), with conversion from median performed when necessary using an online calculator [22]. Any discrepancies were resolved through consensus.

    Quality Appraisal

    The quality of individual studies was assessed by one reviewer (MM) and independently reviewed for agreement by a second reviewer (SH). In instances of disagreement, a third review author (NN) was consulted. The standardized Quality Assessment Checklist for Survey Studies in Psychology (Q-SSP) tool, consisting of 20 checklist items, was used for the quality assessment of the included studies [23]. High-quality articles were defined as those scoring 70% or higher. The score was determined by the percentage of “yes” responses on the checklist. The utilization of this tool aligns with a previous study [24].

    Statistical Analysis

    The proportion was initially transformed using the logit function (y=logit[x]) before being pooled for meta-analysis with a restricted maximum-likelihood model. The rate was then obtained by multiplying the pooled proportion, following the back transformation from the logit function (y=1/(1+exp[–x]), with 100%. A rate exceeding 50% was considered the threshold for determining the majority’s willingness to volunteer during the pandemic. The CI was set at 95% (ie, 95% CI), with a P value of total effect (P-tot) <.05 indicating statistical significance. A value of I2 greater than 50% or a P value of heterogeneity (P-Het) <.1 was used as the cutoff for determining data heterogeneity in the pooled analysis. Begg’s funnel plot was used to assess the presence of publication bias. The meta-analysis was conducted using jamovi 2.3.21. A moderator analysis was conducted to examine the effects of sample size, age, gender (indicated as male-to-female ratio), academic year (indicated as the ratio of students in second to first year, third to first year, and so on), volunteer experience (indicated as the ratio of students with to without volunteer experience), type of academic program (indicated as the ratio of medical to nursing students and the ratio of medical to dentistry students), country income category, and continent. Country income was categorized based on the World Bank classifications (high income, upper middle income, lower middle income, and low income). The variables used in the moderator effect analysis were also used in the stratification analysis, with the following cutoffs: 22 years old for age, 1 for the male-to-female ratio, 15% for the proportion of first-year students, 1 for the ratio of students with to without volunteer experience, and 5 for the ratio of medical to nursing students. Statistical significance in the stratification analysis was determined using Z-statistics. The statistical analysis adhered to recommendations from previous studies [24-26].


    Search Findings

    Collectively, 283 records were identified from PubMed, Scopus, Embase, and Google Scholar in the initial stage. A total of 89 duplicates were automatically detected and subsequently removed. The remaining 194 records underwent screening for relevance based on the title and abstract. Forty records were then selected for full-text access and further thorough screening. During this stage, we identified 1 commentary [27], 1 correspondence [28], and 2 non-English articles [29,30], which were subsequently excluded. One study was excluded because the participants were not specified as medical or health students [31]. Seven studies were found to be qualitative, and therefore data extraction was not feasible; these studies were subsequently removed [32-38]. Additionally, 1 study was excluded because the participants were not pursuing undergraduate degrees [39]. Ten studies were deemed irrelevant to the objective of this review [40-49]. Finally, 21 studies were included in the systematic review and meta-analysis [50-70]. The screening and selection processes are depicted in Figure 1.

    ‎
    Figure 1. Schematic diagram for screening and selection of eligible studies following PRISMA guideline. PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses.

    Characteristics and Quality of the Included Studies

    Characteristics of the included studies along with their quality are presented in Table 1. A total of 21 studies were included, with a combined sample size of 26,024 students [50-70]. The studies were conducted in various countries, including Nigeria (n=3), Pakistan (n=2), Saudi Arabia (n=2), Serbia (n=1), India (n=1), Bulgaria (n=1), Vietnam (n=1), Poland (n=1), Brunei Darussalam (n=1), Australia (n=1), Nepal (n=1), Indonesia (n=1), Romania (n=1), the United Kingdom (n=1), China (n=1), Syria (n=1), and Sudan (n=1). Eligible studies from South and North Americas (including the United States, Canada, and Mexico) were not identified in this systematic review. The average ages of the participants ranged from 22 to 24 years, whereas the proportion of female students varied considerably across studies. Nine studies exclusively recruited medical students [50-54,61,62,67,69], 3 focused on nursing students [55,60,65], and others included a mix of students from different departments. Thirteen studies were categorized as “high quality” based on the Q-SSP [50-62], while others had scores below 70% [63-67], and some even scored 50% or below [68-70]. Detailed assessment results based on the Q-SSP tool are presented in Table S4 in Multimedia Appendix 2 [50-70]. A total of 9/21 (43%) studies did not provide sufficient justification for the sample size. See Table S5 in Multimedia Appendix 2 for the 20 checklist items of Q-SSP and their respective code.

    Table 1. Characteristics and quality of the included studies.
    Author [reference]CountryGeographic locationFemale, n (%)Age (years), mean (SD)Department or facultyQ-SSPa, %
    Byrne et al [67]United KingdomWestern Europe835 (72.9)22 (0.61)Medicine60
    Gazibara and Pesakovic [62]SerbiaEastern Europe247 (75.8)23.0 (1.2)Medicine75
    Yordanova et al [68]BulgariaEastern EuropeNot reportedNot reportedMedicine, nursing, physician assistant, medical rehabilitation and occupational therapy, and midwife45
    Adejimi et al [63]NigeriaAfrica211 (62.6)23.4 (2.6)Medicine and dentistry65
    Joseph and Manasvi [69]IndianSouth Asia119 (58.3)21.6 (1.1)Medicine50
    Nazir et al [61]PakistanSouth Asia77 (27.3)21.9 (1.26)Medicine70
    Tran et al [64]VietnamEast and Southeast Asia1192 (58.7)22.8 (3.7)General medicine, traditional medicine, pharmacy, medical technique, preventive medicine, nursing, dentistry, public health, midwifery, and medical imaging65
    Domaradzki and Walkowiak [59]PolandWestern Europe116 (27.7)Not reportedMedicine, nursing, midwife, pharmacy, electroradiology, medical analytics, dentistry, medical rescue, and others70
    Hj Abdul Aziz et al [60]Brunei DarussalamEast and Southeast Asia16 (22.2)Not reportedNursing80
    Prisca et al [65]NigeriaAfrica598 (82.6)21.5 (2.5)Nursing65
    Adejimi et al [58]NigeriaAfrica257 (62.5)23.26 (2.59)Medicine and dentistry80
    Al Gharash et al [55]AustralianPacific5 (5.6)Not reportedNursing75
    AlOmar et al [56]Saudi ArabiaMiddle East3506 (58.3)22.07 (1.84)Medicine, nursing, dentistry, applied medical sciences, and public health90
    Karki et al [57]NepalSouth Asia152 (58.2)Not reportedMedicine and nursing90
    Khalid et al [53]PakistanSouth Asia142 (71.0)21.5 (1.4)Medicine85
    Lazarus et al [54]IndonesiaEast and Southeast Asia3399 (69.8)20 (0.27)Medicine80
    Magdas et al [70]RomaniaEastern Europe805 (78.8)Not reportedMedicine and nursing50
    Feng et al [66]ChinaEast and Southeast Asia3582 (66.6)20 (1.5)Medicine, nursing, public health, medical technology, and health and medical administrative services60
    AlSaif et al [50]Saudi ArabiaMiddle East39 (29.1)Not reportedMedicine75
    Alsuliman et al [51]SyriaMiddle East589 (49.1)Not reportedMedicine95
    Elsheikh et al [52]SudanAfrica424 (68.2)23 (2)Medicine 80

    aQ-SSP: Quality Assessment Checklist for Survey Studies in Psychology.

    Willingness-to-Volunteer Rate

    The forest plot of the pooled analysis on the rate of willingness to volunteer is presented in Figure 2. After being transformed back from the logit function, the pooled proportion of willingness to volunteer was 66.13% (95% CI 56%-72%). The heterogeneity for this pooled estimate was high, with I2=98.99% and P-Het<.001.

    ‎
    Figure 2. Forest plot for the pooled proportion of willingness to volunteer among health students. RE: random effect.

    Sensitivity Analysis

    To observe if a single study affects the entire pooled estimate, a sensitivity test based on a one-leave-out analysis was conducted. The pooled estimates for each study removed are presented in Table 2. The lowest logit proportion was obtained when Adejimi et al [58] was removed (0.59, 95% CI 0.35-0.82), with the I2 value becoming relatively lower (72.06%), although the P-Het remained <.001. The overall rate of willingness to volunteer after the removal of Adejimi et al [58] was 64.34% (95% CI 59%-69%). It is noteworthy that the rate of willingness to volunteer reported by Adejimi et al [58] was the highest among all included studies, at 90.97%.

    Table 2. Results from the one-leave-out analysis for the pooled willingness to volunteer among health students.
    Study removedLogit proportion95% CIP value of total effectI2, %P value of heterogeneity
    Hj Abdul Aziz et al [60]0.650.37-0.94<.00199.06<.001
    Prisca et al [65]0.680.39-0.97<.00199.05<.001
    Adejimi et al [58]0.590.35-0.82<.00172.06<.001
    Adejimi et al [63]0.670.38-0.96<.00199.07<.001
    Al Gharash et al [55]0.710.43-0.98<.00199.01<.001
    AlOmar et al [56]0.680.39-0.97<.00198.78<.001
    AlSaif et al [50]0.650.36-0.93<.00199.06<.001
    Alsuliman et al [51]0.690.40-0.98<.00199.00<.001
    Byrne et al [67]0.620.35-0.89<.00198.93<.001
    Domaradzki and Walkowiak [59]0.680.40-0.97<.00199.06<.001
    Gazibara and Pesakovic [62]0.690.40-0.97<.00199.06<.001
    Joseph and Manasvi [69]0.650.36-0.93<.00199.06<.001
    Karki et al [57]0.640.36-0.92<.00199.03<.001
    Khalid et al [53]0.710.43-0.99<.00198.99<.001
    Lazarus et al [54]0.710.43-0.99<.00198.73<.001
    Magdas et al [70]0.690.41-0.98<.00199.00<.001
    Nazir et al [61]0.710.43-0.99<.00199.00<.001
    Tran et al [64]0.650.37-0.94<.00198.99<.001
    Yordanova et al [68]0.700.42-0.98<.00199.03<.001
    Feng et al [66]0.670.38-0.96<.00198.82<.001
    Elsheikh et al [52]0.630.35-0.90<.00198.97<.001

    Moderator Effect

    The effects of moderators were analyzed, and the results are presented in Table 3. The ratio of third- to first-year students significantly affects the overall rate of willingness to volunteer with P=.02. Furthermore, the higher statistical significance of the moderator effect was observed on the ratios of fourth-, fifth-, or sixth- to first-year students (P<.001, respectively). However, other variables did not moderate the pooled estimate of the willingness-to-volunteer rate (P value ranged from .22 to .70).

    Table 3. Moderator effect on the pooled estimates of willingness-to-volunteer proportion (N=21).
    ModeratorData typeStudy, n (%)ZP value
    Sample sizeContinuous21 (100)–0.61.54
    AgeContinuous14 (67)0.79.43
    Male-to-female ratioContinuous20 (95)–1.23.22
    Second-to-first-year students ratioContinuous7 (33)–2.93.003a
    Third-to-first-year students ratioContinuous7 (33)–2.28.02b
    Fourth-to-first-year students ratioContinuous7 (33)–3.33<.001a
    Fifth-to-first-year students ratioContinuous6 (29)–2.27<.001a
    Sixth-to-first-year students ratioContinuous4 (19)–4.01<.001a
    Single-to-married ratioContinuous6 (29)–0.923.36
    With-to-without volunteer experience ratioContinuous9 (43)0.946.34
    Medical-to-nursing student ratioContinuous7 (33)0.671.50
    Medical-to-dentistry student ratioContinuous5 (24)–0.421.67
    Country incomeCategory21 (100)0.378.70
    ContinentCategory21 (100)–1.16.24

    aSignificant at P<.01.

    bSignificant at P<.05.

    Stratification Analysis

    We further stratified the pooled estimate of the willingness-to-volunteer rate based on several variables, and the results are presented in Table 4. According to Z-statistics, groups with older mean age, a higher number of male participants, and a higher number of first-year students had a significantly higher rate of willingness to volunteer (P<.001). Conversely, a higher number of participants from medical school contributed to a lower rate of willingness to volunteer (P<.001). As compared with the pooled rates of willingness to volunteer in high-income countries, those in upper-middle-income (P<.001) and low-income countries (P=.04) tend to be significantly lower, except for lower-middle-income countries (66.37% vs 69.42%; P<.001). Based on regions, rates of willingness to volunteer were the highest among African and Western European countries (77.38% and 77.03%, respectively). It is worth noting that the heterogeneity of a pooled estimate of studies from Eastern European countries was negligible (I2=0.05%, P=.30), where the rate was 55.23%—the lowest among all regions. The number of samples recruited in studies according to regions and their corresponding rate of willingness to volunteer are presented in Multimedia Appendix 3.

    Table 4. Stratification analysis based on the characteristics of participants.
    VariableStudy, n (%)Sample, nLogit proportion95% CIRate, %P-ZI2, %P value of heterogeneity
    Mean age (years)

    		≤227 (33.3)12,7570.510.02 to 0.9962.41<.001a98.97<.001

    		>226 (21.57)97441.040.47 to 1.6273.89N/Ab99.08<.001
    Male-to-female ratio

    		≤114 (66.66)23,5280.810.45 to 1.1669.21<.001a99.31<.001

    		>16 (21.57)22460.420.01 to 0.8360.34N/A94.12<.001
    Proportion of first-year students

    		≤153 (14.28)16650.16–0.14 to 0.4554<.001a86.11.006

    		>154 (19.04)35101.230.94 to 1.5377.38N/A88.5<.001
    With-to-without volunteer experience ratio

    		≤15 (23.80)75240.56–0.14 to 1.2663.65.15699.22<.001

    		>14 (19.04)28330.630.17 to 1.1065.25N/A95.25<.001
    Medical-to-nursing student ratio

    		≤53 (14.28)59220.670.03 to 1.3466.15<.001a97.08<.001

    		>54 (19.04)95130.530.20 to 0.8562.95N/A97.6<.001
    Country income

    		High income7 (33.33)89740.680.24 to 1.1266.37Reference98.15<.001

    		Upper middle income4 (19.04)10,8570.27–0.05 to 0.5956.71<.001a97.95<.001

    		Lower middle income8 (38.09)44040.820.27 to 1.3669.42<.001a97.94<.001

    		Low income2 (9.52)18210.570.47 to 0.6763.88.041c99.02<.001
    Regions

    		Africa4 (19.04)20961.230.54 to 1.9377.38Reference97.64<.001

    		Eastern Europe3 (14.28)16560.210.12 to 0.3055.23<.001a0.05.30

    		Western Europe2 (9.52)15621.211.00 to 1.2477.03.80298.84<.001

    		East and Southeast Asia4 (19.04)12,3530.640.20 to 1.0865.48<.001a99.08<.001

    		South Asia4 (19.04)8980.52–0.12 to 1.1662.71<.001a94.97<.001

    		Middle East3 (14.28)73170.580.24 to 0.9164.11<.001a94.95 <.001

    aSignificant at P<.01.

    bN/A: not applicable.

    cSignificant at P<.05.

    Publication Bias

    Begg’s funnel plot for the overall pooled estimate is presented in Figure 3. The symmetrical shape of the funnel plot suggests that publication bias was not detected, with P-Begg=.14.

    ‎
    Figure 3. Begg’s funnel plot for studies reporting willingness to volunteer during pandemic among health students. The shape is symmetrical with P-Begg’s=.14.

    Rate of Willingness to Volunteer During the Pandemic

    The pooled estimate herein revealed that the overall rate of willingness to volunteer was 66.13%, with the rate being over 50% in almost every individual study. When stratified based on regions, the highest rate of willingness to volunteer was found among students from African countries (77.38%), followed by Western European countries (77.03%). Furthermore, the stratified analyses indicate that being older or female was associated with a higher rate of willingness to volunteer (P<.001, respectively). In addition, students in the first academic years were more willing to volunteer compared with those in more senior years (P<.001). According to individual studies, students were willing to volunteer due to various motivations, particularly internal factors [50-70]. Studies reported that students are driven by altruistic and duty-driven reasons, where individuals, particularly those aspiring to become future health professionals, feel a sense of responsibility in assisting during the pandemic [35]. They also perceive volunteering activity as an opportunity to learn, gain clinical skills, and enhance personal growth [34]. Research suggests that medical students exhibiting high prosocial motivation are more likely to engage in volunteer activities and persist in such endeavors, even in the absence of prior experience [49]. Moreover, external motivations contribute to such willingness in various forms, notably compensation-related factors. These external motivations include the recognition of academic credit, achievements, receipt of scholarships, and provision of material compensation [49]. Importantly, the willingness of students to volunteer is heightened when such engagement aligns with governmental needs and is endorsed by universities. Students are more likely to engage in volunteering if it is needed by the government and recommended by universities [71].

    Despite the positive aspects of volunteering, attention should also be given to the mental health of students. A previous study by Tempski and colleagues [16] revealed a negative association between the mental health problems of medical students (including stress, anxiety, and depression) and their participation as volunteers during the COVID-19 pandemic. Furthermore, many volunteer students express fear of getting infected and spreading the virus to their relatives or friends during their volunteer tasks [72,73]. Students also reported feeling unprepared to deal with the pandemic, citing issues such as personal protective equipment shortages, lack of training and knowledge, role confusion, insufficient information, and a lack of support from social or family networks [71]. As highlighted in a qualitative study, the well-being of volunteers was neglected due to a lack of access to psychological support [36]. Moreover, these challenges are further perpetuated by the academic workload and responsibilities as undergraduate students [74].

    In this study, we found that the willingness-to-volunteer rate among first-year students was higher compared with students in the second to sixth year of education. As suggested by a previous study, most first-year students have not yet commenced their involvement in extracurricular activities and are still in the process of selecting the type of activities they wish to pursue [75]. This further poses a challenge in using student volunteers to overcome the health care workforce shortage, as first-year students lack skills and experience, making them unsuitable for direct clinical assistance. For first-year students, community-based work is more suitable, including but not limited to childcare for health care workers, delivery of medicines to vulnerable populations, mental health checks on children, and other similar tasks. However, aiming to reduce the workload and burnout incidence among health care workers still necessitates recruiting students in higher academic years. Students in higher academic years are more involved in extracurricular activities and more occupied with lecture schedules, making them less willing to volunteer. Moreover, as students are exposed to more medical and health knowledge, they become more considerate of preventive measures. A previous study reported that students were more willing to volunteer if they were assured their grades would not suffer and be compensated, guaranteed coverage of treatment costs if they got infected while volunteering, offered separate accommodation during the duration of their volunteer work, and provided with psychological support [53]. Therefore, addressing these barriers is crucial to encourage students in higher academic years to volunteer during the pandemic.

    Herein, we found that female students are more likely to volunteer than male students. This aligns with previous findings, showing a willingness proportion of 60.2% for females compared with 52.3% for males [20]. Consistent with a previous study, women were reported to be more willing to volunteer due to a nurturing inclination to help people in need and their empathetic nature, driven by personal and thoughtful motivations in the long term [76]. However, a study by Lazarus et al [54] stated that being male was one of the significant demographic factors influencing willingness to volunteer in Indonesia. The differing findings among these studies are indicative of the influence of sociocultural factors on students’ willingness to volunteer during the pandemic.

    Our findings indicate that the highest rate of willingness to volunteer is observed in Africa and Western Europe, while the lowest is in Eastern Europe. This aligns with a study revealing significantly lower volunteer rates in Eastern Europe compared with Western Europe, except for the trade union [77]. One of the primary factors contributing to the lower willingness-to-volunteer rate in Eastern Europe is the historical context—having been under communist rule for half a century, memories of mandatory volunteering have imbued the concept of volunteer work with a distinctly negative connotation. This negative perception is further compounded by a postcommunist lack of trust in any public activity [78]. Nowadays, Eastern European countries have progressed beyond acknowledging volunteering to establish a legal framework that actively promotes volunteering [78]. This indicates that certain countries might have to put extra effort into encouraging students to volunteer.

    In pandemic settings such as COVID-19, health students play essential roles in addressing the shortage of health care workers and responding to health problems [71]. The students’ activities can be placed into various categories, such as hospital works (triage, admission wards, and emergency rooms), call centers, administrative epidemiological aspects (contact tracing, testing), online or remote consultation (regarding COVID-19 or non–COVID-19 cases, using the phone or internet), laboratory-related works, food or personal protective equipment supply, mentoring juniors, providing childcare for health workers, public education (such as countering hoaxes), and research programs [20,45,71]. With the help of volunteers, health care providers express appreciation for their valuable contributions. There are many significant advantages to volunteering, including helping provide more services and clinical care, reducing the workload for local staff, improving the quality of care, and shortening waiting times for patients. In return, it enhances how the community views and uses health care services [79].

    Recommendations and Considerations

    Based on the findings of this study, we propose several recommendations to increase the willingness-to-volunteer rate among medical and health students during the pandemic. First, we suggest implementing a robust encouragement program that integrates volunteering activities into curricula and offers psychological and accommodation support. Second, schools should prioritize the provision of high-quality training, promote knowledge, ensure clear role distribution, and effectively disseminate information to enhance the overall volunteering experience. Third, it is imperative for schools to ensure the complete safety of health care students by implementing measures such as preventing shortages of personal protective equipment, facilitating grade conversion, and guaranteeing coverage of treatment costs in case of infections incurred during volunteering.

    Last but not least, although deploying students as volunteers could help overcome the health care worker shortage during the pandemic, it is important to consider potential drawbacks. The risks of contracting the disease and consequently experiencing death or long COVID-19 symptoms are high, especially during the early stages of the pandemic when managing the disease is significantly challenging. This further implicates liability issues for universities, colleges, or academic health centers. Therefore, it is crucial to actively inform students who are willing to volunteer regarding the aforementioned risks. Moreover, during volunteering, students might not be able to study optimally. The additional burden on health care workers to supervise volunteers should also be considered, implying the necessity to prepare students with volunteering skills beforehand and to establish a specific body tasked with managing the volunteers.

    Limitations

    Our study is the first to calculate the global rate of willingness to volunteer during the pandemic among medical and health students. We obtained data from countries across different regions, namely, Africa, Eastern Europe, Western Europe, East and Southeast Asia, South Asia, and the Middle East. However, the study has several limitations, including being unable to retrieve data from sources other than scientific publications. We did not collect data from reports published by government or nongovernmental organizations. Additionally, we did not contact experts who might have unpublished data regarding the willingness-to-volunteer rate. The rate was calculated from heterogeneous data, which indicates the moderate strength of evidence. More than 40% of the included studies did not sufficiently justify the sample size, raising caution about the representativeness of the data. Moreover, moderator effects might be influenced by confounding factors that could not be controlled in this study. For example, as the effect of gender was observed based on the male-to-female ratio, the numbers might be influenced by differences in baseline demographics across countries and the composition of medical and other health professional schools. It is, therefore, important to confirm the findings through primary research.

    Conclusions

    The overall rate of willingness to volunteer among medical and health students during COVID-19 was 66.13%. This number indicates that the recommendation for medical and health students to volunteer can be pursued, as the majority of students are willing to volunteer, although efforts to increase willingness remain necessary. Higher rates of willingness to volunteer were observed among studies with more first-year students and female participants. According to the region, students from African and Western European countries were more willing to volunteer during the pandemic. Unfortunately, the interpretation of the pooled estimate is limited by high heterogeneity, which is expected due to the variability in different countries, settings, and populations. However, this study can serve as a basis for managing medical and health students in volunteering during health crises.

    Acknowledgments

    We acknowledge the collaboration between Universitas Islam Negeri Syarif Hidayatullah Jakarta, Institut Teknologi dan Bisnis Ahmad Dahlan Jakarta, Universitas Syiah Kuala, and Universitas Muhammadiyah Aceh during the study and the preparation of this article.

    Data Availability

    All data underlying the results are available as part of the article and no additional source data are required.

    Authors' Contributions

    MM contributed to the conceptualization, investigation, resource allocation, and drafting of the original manuscript. SH, NN, and MF contributed to the validation, review and editing of the manuscript, and supervision. GT contributed to the investigation and drafting of the original manuscript. MI contributed to the conceptualization, validation, methodology development, and drafting of the original manuscript. All authors have reviewed and approved the final version of the manuscript for publication.

    Conflicts of Interest

    None declared.

    Multimedia Appendix 1

    PRISMA 20-item checklist and PRISMA abstract checklist.

    DOCX File , 34 KB
    Multimedia Appendix 2

    Search strategy and combination of keywords used in each database; detailed assessment of the included studies using the Q-SSP tool; and the 20 checklist items of Q-SSP and their respective code. Q-SSP: Quality Assessment Checklist for Survey Studies in Psychology.

    DOCX File , 26 KB
    Multimedia Appendix 3

    (A) Number of samples and (B) rate of willingness-to-volunteer based on regions.

    PNG File , 194 KB
    1. Harapan H, Itoh N, Yufika A, Winardi W, Keam S, Te H, et al. Coronavirus disease 2019 (COVID-19): a literature review. J Infect Public Health. May 2020;13(5):667-673. [FREE Full text] [CrossRef] [Medline]
    2. Chen N, Zhou M, Dong X, Qu J, Gong F, Han Y, et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study. Lancet. Feb 15, 2020;395(10223):507-513. [FREE Full text] [CrossRef] [Medline]
    3. Fahriani M, Ilmawan M, Fajar JK, Maliga HA, Frediansyah A, Masyeni S, et al. Persistence of long COVID symptoms in COVID-19 survivors worldwide and its potential pathogenesis - a systematic review and meta-analysis. Narra J. Aug 01, 2021;1(2):e36. [FREE Full text] [CrossRef] [Medline]
    4. World Health Organization (WHO). WHO COVID-19 dashboard. WHO. 2023. URL: https://data.who.int/dashboards/covid19/cases?n=c [accessed 2024-01-09]
    5. Hamdan A, Eastaugh J, Snygg J, Naidu J, Alhaj I. Coping strategies used by healthcare professionals during COVID-19 pandemic in Dubai: a descriptive cross-sectional study. Narra X. Apr 30, 2023;1(1):e71. [FREE Full text] [CrossRef]
    6. Wagner AL, Rajamoorthy Y, Taib NM. Impact of economic disruptions and disease experiences on COVID-19 vaccination uptake in Asia: a study in Malaysia. Narra J. Aug 01, 2021;1(2):e42. [FREE Full text] [CrossRef] [Medline]
    7. Otolorin GR, Oluwatobi AI, Olufemi OT, Esonu DO, Dunka HI, Adanu WA, et al. COVID-19 pandemic and its impacts on the environment: a global perspective. Narra J. Apr 01, 2022;2(1):e72. [FREE Full text] [CrossRef] [Medline]
    8. Choi KR, Skrine Jeffers K, Cynthia Logsdon M. Nursing and the novel coronavirus: risks and responsibilities in a global outbreak. J Adv Nurs. Jul 15, 2020;76(7):1486-1487. [FREE Full text] [CrossRef] [Medline]
    9. Pogoy JM, Cutamora JC. Lived experiences of Overseas Filipino Worker (OFW) nurses working in COVID-19 intensive care units. Belitung Nurs J. Jun 28, 2021;7(3):186-194. [FREE Full text] [CrossRef] [Medline]
    10. Kandel N, Chungong S, Omaar A, Xing J. Health security capacities in the context of COVID-19 outbreak: an analysis of International Health Regulations annual report data from 182 countries. The Lancet. Mar 2020;395(10229):1047-1053. [CrossRef]
    11. Ghahramani S, Lankarani KB, Yousefi M, Heydari K, Shahabi S, Azmand S. A systematic review and meta-analysis of burnout among healthcare workers during COVID-19. Front Psychiatry. Nov 10, 2021;12:758849. [FREE Full text] [CrossRef] [Medline]
    12. Shanafelt T, Ripp J, Trockel M. Understanding and addressing sources of anxiety among health care professionals during the COVID-19 pandemic. JAMA. Jun 02, 2020;323(21):2133-2134. [CrossRef] [Medline]
    13. Hodge JG, Gable LA, Cálves SH. Volunteer health professionals and emergencies: assessing and transforming the legal environment. Biosecur Bioterror. Sep 2005;3(3):216-223. [CrossRef] [Medline]
    14. Heidarpoor P, Maniati M, Cheraghi M, Beheshtinasab M, Afshari P. Organization of volunteers in the healthcare system and the type of services provided by them during the COVID-19 pandemic. fmpcr. 2021;23(2):169-173. [CrossRef]
    15. Wilson J. Volunteering. Annu Rev Sociol. Aug 2000;26(1):215-240. [CrossRef]
    16. Tempski P, Arantes-Costa FM, Kobayasi R, Siqueira MAM, Torsani MB, Amaro BQRC, et al. Medical students' perceptions and motivations during the COVID-19 pandemic. PLoS One. 2021;16(3):e0248627. [FREE Full text] [CrossRef] [Medline]
    17. Chawłowska E, Staszewski R, Lipiak A, Giernaś B, Karasiewicz M, Bazan D, et al. Student volunteering as a solution for undergraduate health professions education: lessons from the COVID-19 pandemic. Front Public Health. Jan 26, 2020;8:633888. [FREE Full text] [CrossRef] [Medline]
    18. Miao Q, Schwarz S, Schwarz G. Responding to COVID-19: community volunteerism and coproduction in China. World Dev. Jan 2021;137:105128. [FREE Full text] [CrossRef] [Medline]
    19. Byrne MHV, Ashcroft J, Alexander L, Wan JCM, Harvey A. Systematic review of medical student willingness to volunteer and preparedness for pandemics and disasters. Emerg Med J. Oct 07, 2021;39(10):e6. [CrossRef] [Medline]
    20. Umar TP, Samudra MG, Nashor KMN, Agustini D, Syakurah RA. Health professional student's volunteering activities during the COVID-19 pandemic: a systematic literature review. Front Med (Lausanne). Jul 19, 2022;9:797153. [FREE Full text] [CrossRef] [Medline]
    21. Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. Mar 29, 2021;372:n71. [FREE Full text] [CrossRef] [Medline]
    22. Luo D, Wan X, Liu J, Tong T. Optimally estimating the sample mean from the sample size, median, mid-range, and/or mid-quartile range. Stat Methods Med Res. Jun 27, 2018;27(6):1785-1805. [CrossRef] [Medline]
    23. Protogerou C, Hagger M. A checklist to assess the quality of survey studies in psychology. Methods in Psychology. Dec 2020;3:100031. [FREE Full text] [CrossRef]
    24. Wikurendra EA, Aulia A, Fauzi ML, Fahmi I, Amri I. Willingness-to-pay for urban green space: a meta-analysis of surveys across China. Narra X. Jan 01, 2024;1(3):1-13. [FREE Full text] [CrossRef]
    25. Iqhrammullah M, Duta TF, Alina M, Qanita I, Naufal MA, Henira N, et al. Role of lowered level of serum vitamin D on diabetic foot ulcer and its possible pathomechanism: a systematic review, meta-analysis, and meta-regression. Diabetes Epidemiology and Management. Jan 2024;13:100175. [CrossRef]
    26. Sandeep M, Padhi BK, Yella SST, Sruthi K, Venkatesan RG, Krishna Sasanka KB, et al. Myocarditis manifestations in dengue cases: a systematic review and meta-analysis. J Infect Public Health. Nov 2023;16(11):1761-1768. [FREE Full text] [CrossRef] [Medline]
    27. Pelicic D. The importance of involving student volunteers and nursing students during the COVID-19 pandemic. BJSTR. Feb 10, 2022;41(5):33023-33024. [FREE Full text] [CrossRef]
    28. AlSaif HI, AlDhayan AZ, Alosaimi MM, Alanazi AZ, Alamri MN, Alshehri BA, et al. Medical students’ response to: willingness and self-perceived competence of final-year medical students to work as part of the healthcare workforce during the COVID-19 pandemic [Response to Letter]. IJGM. Oct 2020;13:865-866. [CrossRef]
    29. Anggraeni Y, Ninin RH, Astuti SR. Psychological preparedness for disasters and adaptive performance of student volunteers in handling the Covid-19 pandemic at Padjadjaran University. Psychology. May 30, 2021;3(1):1-9. [FREE Full text] [CrossRef]
    30. Larina E, Shumskiy V. Professional motivation and existential fulfillment of medical university's students working with COVID-19 patients (in Russian). Organizational Psychology. Apr 04, 2022;12(2):145-156. [FREE Full text]
    31. Azar AJ, Khamis AH, Naidoo N, Lindsbro M, Boukhaled JH, Gonuguntla S, et al. Design, implementation and evaluation of a distance learning framework to expedite medical education during COVID-19 pandemic: a proof-of-concept study. J Med Educ Curric Dev. Mar 31, 2021;8:23821205211000349. [FREE Full text] [CrossRef] [Medline]
    32. Badger K, Morrice R, Buckeldee O, Cotton N, Hunukumbure D, Mitchell O, et al. "More than just a medical student": a mixed methods exploration of a structured volunteering programme for undergraduate medical students. BMC Med Educ. Jan 03, 2022;22(1):1. [FREE Full text] [CrossRef] [Medline]
    33. Patel T, Paudyal V, Hadi MA. A qualitative exploration of pharmacy students' opinions and experiences of volunteering during the COVID-19 pandemic. Curr Pharm Teach Learn. Aug 2022;14(8):1004-1014. [FREE Full text] [CrossRef] [Medline]
    34. Seah B, Ho B, Liaw SY, Ang ENK, Lau ST. To volunteer or not? Perspectives towards pre-registered nursing students volunteering frontline during COVID-19 pandemic to ease healthcare workforce: a qualitative study. Int J Environ Res Public Health. Jun 21, 2021;18(12):6668. [FREE Full text] [CrossRef] [Medline]
    35. Siqueira MAM, Torsani MB, Gameiro GR, Chinelatto LA, Mikahil BC, Tempski PZ, et al. Medical students' participation in the Volunteering Program during the COVID-19 pandemic: a qualitative study about motivation and the development of new competencies. BMC Med Educ. Feb 19, 2022;22(1):111. [FREE Full text] [CrossRef] [Medline]
    36. Domaradzki J. 'Who else if not we'. Medical students' perception and experiences with volunteering during the COVID-19 crisis in Poznan, Poland. Int J Environ Res Public Health. Feb 17, 2022;19(4):2314. [FREE Full text] [CrossRef] [Medline]
    37. Patel J, Robbins T, Randeva H, de Boer R, Sankar S, Brake S, et al. Rising to the challenge: qualitative assessment of medical student perceptions responding to the COVID-19 pandemic. Clin Med (Lond). Nov 09, 2020;20(6):e244-e247. [FREE Full text] [CrossRef] [Medline]
    38. Siqueira MAM, Torsani MB, Gameiro GR, Chinelatto LA, Mikahil BC, Tempski PZ, et al. Medical students perceptions over their motivations and competencies to volunteer in COVID-19 pandemic - an opportunity to develop leadership skills during medical training. Research Square. Preprint posted online on October 5, 2021. [FREE Full text] [CrossRef]
    39. Chung LYF, Han L, Du Y, Liu L. Reflections on volunteer nurses' work and caring experiences during COVID-19: a phenomenological study. J Res Nurs. Aug 27, 2021;26(5):457-468. [FREE Full text] [CrossRef] [Medline]
    40. Alslamah T, Altuwaijri EA, Abalkhail A, Alwashmi ASS, Alannas SM, Alharbi AH, et al. Motivational factors influencing undergraduate medical students' willingness to volunteer during an infectious disease pandemic in Saudi Arabia, a cross-sectional study. Eur Rev Med Pharmacol Sci. Sep 2022;26(17):6084-6089. [FREE Full text] [CrossRef] [Medline]
    41. Büssing A, Lindeberg A, Stock-Schröer B, Martin D, Scheffer C, Bachmann HS. Motivations and experiences of volunteering medical students in the COVID-19 pandemic-results of a survey in Germany. Front Psychiatry. Jan 4, 2021;12:768341. [FREE Full text] [CrossRef] [Medline]
    42. Bellomo TR, Prasad S, Bhaumik D, Cartwright J, Zhang Y, Azzouz L, et al. Understanding motivations behind medical student involvement in COVID-19 pandemic relief efforts. BMC Med Educ. Dec 05, 2022;22(1):837. [FREE Full text] [CrossRef] [Medline]
    43. Cerbin-Koczorowska M, Przymuszała P, Kłos M, Bazan D, Żebryk P, Uruski P, et al. Potential of volunteering in formal and informal medical education—a theory-driven cross-sectional study with example of the COVID-19 pandemic. Int J Environ Res Public Health. Dec 16, 2022;19(24):16955. [FREE Full text] [CrossRef] [Medline]
    44. Drexler R, Hambrecht JM, Oldhafer KJ. Involvement of medical students during the coronavirus disease 2019 pandemic: a cross-sectional survey study. Cureus. Aug 30, 2020;12(8):e10147. [FREE Full text] [CrossRef] [Medline]
    45. Häikiö K, Andersen JV, Bakkerud M, Christiansen CR, Rand K, Staff T. A retrospective survey study of paramedic students' exposure to SARS-CoV-2, participation in the COVID-19 pandemic response, and health-related quality of life. Scand J Trauma Resusc Emerg Med. Oct 18, 2021;29(1):153. [FREE Full text] [CrossRef] [Medline]
    46. Mühlbauer L, Huber J, Fischer M, Berberat P, Gartmeier M. Medical students' engagement in the context of the SARS-CoV-2 pandemic: The influence of psychological factors on readiness to volunteer. GMS J Med Educ. 2021;38(6):Doc110. [FREE Full text] [CrossRef] [Medline]
    47. Passemard S, Faye A, Dubertret C, Peyre H, Vorms C, Boimare V, et al. Covid-19 crisis impact on the next generation of physicians: a survey of 800 medical students. BMC Med Educ. Oct 13, 2021;21(1):529. [FREE Full text] [CrossRef] [Medline]
    48. Phillips HE, Jennings RB, Outhwaite IR, Grosser S, Chandra M, Ende V, et al. Motivation to impact: medical student volunteerism in the COVID 19 pandemic. Med Sci Educ. Oct 19, 2022;32(5):1149-1157. [FREE Full text] [CrossRef] [Medline]
    49. Shi Y, Zhang S, Fan L, Sun T. What motivates medical students to engage in volunteer behavior during the COVID-19 outbreak? A large cross-sectional survey. Front Psychol. Jan 15, 2020;11:569765. [FREE Full text] [CrossRef] [Medline]
    50. AlSaif HI, AlDhayan AZ, Alosaimi MM, Alanazi AZ, Alamri MN, Alshehri BA, et al. Willingness and self-perceived competence of final-year medical students to work as part of the healthcare workforce during the COVID-19 pandemic. IJGM. Sep 2020;13:653-661. [CrossRef]
    51. Alsuliman T, Alasadi L, Kasem RA, Hawat M, Almansour M, Al Khalaf R, et al. Assessment of medical students' preparedness and willingness for integration into a war-torn healthcare system: the example of COVID-19 pandemic scenario. Med Confl Surviv. Mar 16, 2022;38(1):31-48. [CrossRef] [Medline]
    52. Ahmed Elsheikh EH, Mahjoub Saeed EA, Ahmed Hamed Saleh G, Azhari Gasmalla Gadeltayeb F, M MaliK E. Willingness of medical students to participate in the response to Covid-19 pandemic in Sudan, 2020. Arch Clin Biomed Res. 2020;4(6):595-604. [FREE Full text] [CrossRef]
    53. Khalid M, Khalid H, Bhimani S, Bhimani S, Khan S, Choudry E, et al. Risk perception and willingness to work among doctors and medical students of Karachi, Pakistan during the COVID-19 pandemic: a web-based cross-sectional survey. RMHP. Aug 2021;Volume 14:3265-3273. [CrossRef]
    54. Lazarus G, Findyartini A, Putera AM, Gamalliel N, Nugraha D, Adli I, et al. Willingness to volunteer and readiness to practice of undergraduate medical students during the COVID-19 pandemic: a cross-sectional survey in Indonesia. BMC Med Educ. Mar 01, 2021;21(1):138. [FREE Full text] [CrossRef] [Medline]
    55. Al Gharash H, Smith M, Cusack L. Nursing students' willingness and confidence to volunteer in a pandemic. SAGE Open Nurs. 2021;7:23779608211044615. [FREE Full text] [CrossRef] [Medline]
    56. AlOmar RS, AlShamlan NA, AlAmer NA, Aldulijan F, AlMuhaidib S, Almukhadhib O, et al. What are the barriers and facilitators of volunteering among healthcare students during the COVID-19 pandemic? A Saudi-based cross-sectional study. BMJ Open. Feb 18, 2021;11(2):e042910. [FREE Full text] [CrossRef] [Medline]
    57. Karki P, Budhathoki L, Khadka M, Maharjan S, Dhakal S, Pokharel S, et al. Willingness of Nepalese medical and nursing students to volunteer during COVID-19 pandemic: a single-centered cross-sectional study. Ann Med Surg (Lond). Dec 2021;72:103056. [CrossRef] [Medline]
    58. Adejimi A, Odugbemi B, Odukoya O, Okunade K, Taiwo A, Osibogun A. Volunteering during the COVID-19 pandemic: attitudes and perceptions of clinical medical and dental students in Lagos, Nigeria. Niger Postgrad Med J. 2021;28(1):1-13. [CrossRef] [Medline]
    59. Domaradzki J, Walkowiak D. Medical students' voluntary service during the COVID-19 pandemic in Poland. Front Public Health. 2021;9:618608. [FREE Full text] [CrossRef] [Medline]
    60. Hj Abdul Aziz AAH, Abdul-Mumin KH, Abdul Rahman H. Willingness of university nursing students to volunteer during the COVID-19 pandemic in Brunei Darussalam. Belitung Nurs J. 2021;7(4):285-293. [FREE Full text] [CrossRef] [Medline]
    61. Nazir M, Ashraf A, Hamid S, Rizvi Z. Willingness of medical students to volunteer for assisting frontline doctors during The COVID-19 pandemic: a cross-sectional study. Journal of Islamic International Medical College (JIIMC). 2022;17(1):46-50. [FREE Full text]
    62. Gazibara T, Pesakovic M. Understanding attitudes and willingness to volunteer in COVID-19 hospitals in a setting where medical students were not deployed. BLL. 2023;124(05):387-393. [CrossRef]
    63. Adejimi AA, Okunade KS, Odukoya OO, Roberts AA, Odugbemi BA, Osibogun A. Willingness and motivations towards volunteering during the COVID-19 pandemic: a cross-sectional survey among final year medical students in Lagos, Nigeria. Dialogues Health. Dec 2022;1:100038. [FREE Full text] [CrossRef] [Medline]
    64. Tran VD, Pham DT, Dao TNP, Pham KAT, Ngo PT, Dewey RS. Willingness of healthcare students in Vietnam to volunteer during the COVID-19 pandemic. J Community Health. Feb 2022;47(1):108-117. [FREE Full text] [CrossRef] [Medline]
    65. Prisca OA, Olawale AM, Adeniyi FO, Adelani WT, Ijeoma LO, Simeon KO, et al. Knowledge, attitude and willingness of Nigerian nursing students to serve as volunteers in covid-19 pandemic. Int J Nurs Midwifery. Jan 31, 2021;13(1):1-10. [CrossRef]
    66. Feng Y, Zhang X, Wang H, Pan Y, Chen S, Chen Z. Willingness of medical undergraduates to work as volunteers for anti-epidemic of COVID-19: reflections on medical education in the post-epidemic era of China. Research Square. Preprint posted online on March 1, 2021. 2021. [FREE Full text] [CrossRef]
    67. Byrne M, Ashcroft J, Wan J, Alexander L, Harvey A, Arora A, et al. Examining medical student volunteering during the COVID-19 pandemic as a prosocial behaviour during an emergency. Postgrad Med J. Jul 21, 2023;99(1174):883-893. [CrossRef] [Medline]
    68. Yordanova R, Kyuchukova S, Andonova A, Nikolova M, Platikanova M. Voluntary behavior of students studying medical specialties in the context of a pandemic. Journal of IMAB - Annual Proceeding. Oct 16, 2023;29(4):5163-5167. [FREE Full text] [CrossRef]
    69. Joseph N, Manasvi M. Perception of medical undergraduate students regarding their readiness to volunteer in relief activities during the COVID-19 pandemic: a multi-institutional study carried out in South India. fmpcr. 2022;24(2):120-125. [CrossRef]
    70. Magdas T, Jolobai A, Simonescu-Colan R, Mosteanu EO, Pop TA. Practical experience as a determining factor of preparedness of medical and nursing students in Romania during COVID-19 pandemic. Med Pharm Rep. Jan 2022;95(1):54-58. [FREE Full text] [CrossRef] [Medline]
    71. Susanti RD, Yudianto K, Mulyana AM, Amalia IN. A systematic scoping review of motivations and barriers in COVID-19 volunteering among health students: the potential for future pandemic volunteers. JMDH. Jun 2023;Volume 16:1671-1681. [CrossRef]
    72. Mihatsch L, von der Linde M, Knolle F, Luchting B, Dimitriadis K, Heyn J. Survey of German medical students during the COVID-19 pandemic: attitudes toward volunteering versus compulsory service and associated factors. J Med Ethics. Sep 21, 2022;48(9):630-636. [FREE Full text] [CrossRef] [Medline]
    73. Zhang K, Peng Y, Zhang X, Li L. Psychological burden and experiences following exposure to COVID-19: a qualitative and quantitative study of Chinese medical student volunteers. Int J Environ Res Public Health. Apr 13, 2021;18(8):4089. [FREE Full text] [CrossRef] [Medline]
    74. Gómez-Durán EL, Fumadó CM, Gassó AM, Díaz S, Miranda-Mendizabal A, Forero CG, et al. COVID-19 pandemic psychological impact and volunteering experience perceptions of medical students after 2 years. Int J Environ Res Public Health. Jun 20, 2022;19(12):7532. [FREE Full text] [CrossRef] [Medline]
    75. Achar Fujii RN, Kobayasi R, Claassen Enns S, Zen Tempski P. Medical students’ participation in extracurricular activities: motivations, contributions, and barriers. A qualitative study. AMEP. Sep 2022;Volume 13:1133-1141. [CrossRef]
    76. Ljubetić M. On volunteering – mostly from female perspective. Przegląd Badań Edukacyjnych (Educational Studies Review). 2023;42:189-215. [FREE Full text]
    77. Voicu B, Voicu M. Volunteering in Eastern Europe: one of the missing links? Institutul de Cercetare a Calității Vieții. Bucharest, Romania. Romanian Academy of Sciences; 2003. URL: https://www.iccv.ro/valori/texte/04.Bogdan&Malina%20Voicu.pdf [accessed 2024-03-21]
    78. Enjolras B. Explaining the varieties of volunteering in Europe: a capability approach. Voluntas. Apr 05, 2021;32(6):1187-1212. [CrossRef]
    79. Hayes F, Clark J, McCauley M. Healthcare providers' and managers' knowledge, attitudes and perceptions regarding international medical volunteering in Uganda: a qualitative study. BMJ Open. Dec 12, 2020;10(12):e039722. [FREE Full text] [CrossRef] [Medline]

    ‎
    P-Het: P value of heterogeneity
    PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses
    P-tot: P value of total effect
    Q-SSP: Quality Assessment Checklist for Survey Studies in Psychology
    WHO: World Health Organization

    Edited by G Eysenbach, T de Azevedo Cardoso; submitted 16.01.24; peer-reviewed by M Mahmic Kaknjo, C Gibson; comments to author 14.02.24; revised version received 20.02.24; accepted 23.02.24; published 15.04.24.

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    ©Mahsusi Mahsusi, Syihaabul Hudaa, Nuryani Nuryani, Mustofa Fahmi, Ghina Tsurayya, Muhammad Iqhrammullah. Originally published in JMIR Medical Education (https://mededu.jmir.org), 15.04.2024.

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