Literature DB >> 32982382

Willingness and Self-Perceived Competence of Final-Year Medical Students to Work as Part of the Healthcare Workforce During the COVID-19 Pandemic.

Haytham I AlSaif1, Abdullah Z AlDhayan2, Majed M Alosaimi2, Abdulrahman Z Alanazi2, Mohammad N Alamri2, Bader A Alshehri2, Saif M Alosaimi2.   

Abstract

PURPOSE: The coronavirus disease 2019 (COVID-19) pandemic may increase demand for healthcare professionals (HCPs), either because of a HCP shortage due to illness or because of the need to increase surge capacity. Final-year medical students are one of the resources potentially available to expand the workforce. There is a need to explore the willingness of final-year medical students to meet this demand, examine their perceived competence, and determine how their overall perceived competence correlates with their willingness.
METHODS: A cross-sectional study using a self-administered electronic questionnaire was used. The questionnaire included demographic data, students' self-perceived competence derived from the patient care theme of the Saudi Medical Education Directives (SaudiMED) framework, and their willingness to be measured on a 5-point Likert scale. The study targeted final-year medical students at King Saud University, Riyadh, Saudi Arabia.
RESULTS: The number of participants was 134 (56.1% response rate), of whom 47 students (34.3%) were willing to work, while 31 (23.1%) were somewhat willing. The mean total self-perceived-competence score was 58.36/88 (66.3%). Demonstration of essential clinical skills had the highest mean score 11.48/16 (71.8%) among learning outcomes. There was a positive moderate correlation between willingness and mean perceived-competence score (Spearman correlation coefficient=0.45, p<0.001).
CONCLUSION: Fifty-seven percent of medical students were willing to work as part of the healthcare workforce during the COVID-19 pandemic. Better overall self-perceived competence appeared to correlate with more willingness. Students perceive themselves to be more competent in essential clinical skills. Appropriate training and supervision are suggested in all tasks assigned to them, with additional care required in areas with a lower perceived competence, such as prescription writing and essential clinical procedures.
© 2020 AlSaif et al.

Entities:  

Keywords:  disaster medicine; health personnel; medical education; professional competence

Year:  2020        PMID: 32982382      PMCID: PMC7509315          DOI: 10.2147/IJGM.S272316

Source DB:  PubMed          Journal:  Int J Gen Med        ISSN: 1178-7074


Introduction

On March 12, 2020, the World Health Organization (WHO) declared the coronavirus disease 2019 (COVID-19) outbreak a pandemic.1 One of the hallmarks of this pandemic is the infection of healthcare providers, which consequently leads to a shortage in the workforce.2 In addition, the occurrence of large-scale community transmission necessitates a larger healthcare workforce. This has led countries to adopt multiple strategies to increase the surge capacity.3 China dispatched 41,600 healthcare workers to its epicenter in the city of Wuhan in Hubei province,4 while the UK called on 65,000 retired physicians and nurses to re-register and become part of the healthcare task force.5 The WHO office for Europe recommends that final-year medical students within their limits of competence should be considered to join the task force.3 The Association of American Medical Colleges (AAMC) stresses that medical students should only care directly for patients, providing that student participation is voluntary, if there is a critical healthcare workforce need, it causes no disruption to their learning activities, and it falls within their level of competence.6 Medical students are clinicians-in-training in addition to their role as learners, and can serve in many clinical roles.7 In severely hit central Switzerland, medical students expressed great willingness to participate as part of a swab team. They participated voluntarily after training, taking a total of 6700 swabs with no incidence of COVID-19 among them.8 Likewise, a university hospital in Denmark employed final-year medical students as temporary residents, ventilator therapy assistants, and nursing assistants.9 When medical students were compared with nursing and pharmacy students, they were found to be more willing to work during contagious diseases outbreaks. Being more knowledgeable about contagious diseases might have contributed to their increased willingness.10 There are some suggestive, if inconsistent, findings that knowledge and training influence willingness to work during a disaster; however, the association between competency and willingness is unclear.11 Despite being near or at graduation, research has suggested that medical students still have deficiencies in essential competencies. For example, even after graduation, medical students have difficulties obtaining symptom-based medical history.12 Furthermore, a systematic review found that final-year medical students lack self-confidence, knowledge, and skills when it comes to prescribing.13 When 27 medical students performed simulations of the removal of contaminated gloves, only two demonstrated correct donning and doffing techniques.14 It has been suggested that the participation of students should be voluntary and within their level of competence. However, it is necessary to explore the willingness of final-year medical students to work in the case of critical healthcare workforce need. Additionally, an understanding of the areas in which students perceive themselves to be most competent would guide how much training and supervision they should receive before deploying them in case a need emerges. Finally, the association between willingness, self-perceived competence, and demographic factors was explored.

Methods

Study Setting and Population

This was a cross-sectional study using a self-administered electronic questionnaire. It was conducted during the month of May 2020 targeting final (fifth)-year medical students at the College of Medicine at King Saud University (KSU), which is a public university located in Riyadh, Saudi Arabia. There were 239 students (58.4% of whom are males) enrolled in the final year.

Study Instruments

KSU College of Medicine applies a competency-based curriculum in accordance with the SaudiMED Framework. This framework consists of six major themes describing expected physician duties and obligations. The second theme, “patient care”, contains five learning outcomes concerned with essential clinical and interpersonal skills, and these outcomes are further broken down into 22 enabling competencies.15 In this study, the self-perceived competence part of the questionnaire was measured using a 4-point Likert scale (1=incompetent, 2=somewhat incompetent, 3=somewhat competent, 4=competent) for each of the 22 competencies; giving a total score in the range 22–88 for self-perceived competence. Willingness to report to work was assessed using a 5-point Likert scale (1=not willing, 2=somewhat not willing, 3=undecided, 4=somewhat willing, 5=willing). Demographic variables included age, gender, marital status, grade point average (GPA), history of chronic medical problems, volunteering experience, and previous summer clinical training. The questionnaire included a pilot test for 10 fourth-year students. Pilot testing showed no problems with access to the survey. There were some typographic errors and disarrangement of answer choices, which were corrected. Also, students did not understand the word “amelioration” in one of the questions, which was then clarified by insertion of the synonym “improvement” in parenthesis.16 After the pilot testing, the questionnaire was sent to final-year students’ emails and electronic messaging groups, with a weekly reminder over a period of three weeks.

Statistical Analysis

Data were analyzed using SPSS 21.0 statistical software (IBM Corporation, Armonk, NY, USA). Internal consistency of the 22-item self-perceived competence part of the questionnaire was measured using Cronbach’s alpha. Descriptive statistics (frequencies, percentages, mean, median, and standard deviation [SD]) were used to describe categorical and quantitative variables. Student’s t-test and a one-way analysis of variance (ANOVA) test were used to compare the mean values of quantitative variables in relation to the categorical outcome variable. Spearman correlation test was used to measure the linear association between the willingness Likert scale score and mean perceived-competence scores. A p-value of ≤0.05 was used to report statistical significance.

Ethical Considerations

Ethical approval (No. E-20-4935) was obtained from the institutional review board (IRB) at the KSU College of Medicine on May 12, 2020. Participants were informed about the rationale for the research, and that the information provided would be treated confidentially. The survey contained the informed consent form at the top of the page, to be viewed prior to voluntary participation. To enhance participation, students were incentivized with the option to participate in a raffle for five (200 Saudi Riyal) gift cards.17

Results

Sociodemographic Characteristics

In total, 134 students participated, representing a response rate of 56.1%. Ninety-five (70.9%) respondents were male and only one participant (0.3%) was married. Most of the participants (n=71, 53.0%) had a very good grade point average (GPA). Twenty students (14.9%) had chronic diseases, seven (5.2%) had respiratory illnesses, and five (3.7%) took medications that suppressed immunity. The distribution of sociodemographic characteristics of study participants is shown in Table 1.
Table 1

Distribution of Sociodemographic Characteristics of Study Participants (n=134)

Sociodemographic CharacteristicsNumber of Students (%)Mean Perceived Competence Scores±SD, P-ValueMean WillingnessScores±SD, P-Value
GenderMale95 (70.9)59.85±11.753.66±1.23
Female39 (29.1)54.72±11.583.72±1.23
p=0.023*p=0.815
GPAExcellent36 (26.9)57.53±13.823.78±1.31
Very good71 (53)58.42±11.713.72±1.16
Good27 (20.1)59.3±9.763.44±1.28
p=0.843p=0.526
Have any chronic medical problemsYes20 (14.9)60.2±11.123.5±1.4
No114 (85.1)58.04±12.043.71±1.2
p=0.455p=0.48
Have previous volunteering experienceYes104 (77.6)59.4±11.843.72±1.25
No30 (22.4)54.73±11.543.53±1.14
p=0.058p=0.46
Previously took clinical summer trainingYes109 (81.3)59.16±11.893.77±1.22
No25 (18.7)54.88±11.513.28±1.17
p=0.105p=0.07
Willingness to work in case of critical healthcare workforce needNot willing7 (5.2)47.71±10.28
Somewhat not willing18 (13.4)51.67±14.02
Undecided32 (23.9)55.91±10.45
Somewhat willing31 (23.1)57.61±6.66
Willing46 (34.3)64.8±11.92,
p<0.001
Total13458.36±11.893.68±1.22

Note: *p<0.05.

Abbreviations: GPA, grade point average; SD, standard deviation.

Distribution of Sociodemographic Characteristics of Study Participants (n=134) Note: *p<0.05. Abbreviations: GPA, grade point average; SD, standard deviation.

Willingness and Self-Perceived Competence

Forty-seven medical students (34.3%) were willing to work, while 31 (23.1%) were somewhat willing. The internal consistency for the 22-item self-perceived competence part of the questionnaire was high (Cronbach’s alpha=0.93). The mean total score was 58.36/88 (66.3%) ±11.89, with a median of 59/88. Demonstration of essential clinical skills had the highest mean score of 11.48/16 (71.8%) among learning outcomes, while management of common medical problems had the lowest mean score of 19.87/32 (62.1%). Figure 1 shows mean score percentages in learning outcomes. Within those learning outcomes, the competency with the highest mean score (3.31/4) was obtaining an accurate and comprehensive medical history, while the lowest (2.06/4) was demonstrating the skills of writing an appropriate prescription. Table 2 shows the distribution of students’ self-perceived competence for each enabling competency.
Figure 1

Learning outcomes mean score percentages (n=134).

Table 2

Distribution of Students’ Self-Perceived Competence for Each Enabling Competency (n=134)

Learning Outcome, Mean Score (%)Enabling CompetencyIncompetent(%)Somewhat Incompetent (%)Somewhat Competent (%)Competent (%)Mean Score (%)
1. Demonstration of essential clinical skills 11.48/16 (71.78)1.1. Obtain an accurate and comprehensive medical history1 (0.7)16 (11.9)58 (43.3)59 (44)3.31 (82.8)
1.2. Perform a complete systematic physical examination6 (4.5)31 (23.1)63 (47)34 (25.4)2.93 (73.3)
1.3. Perform competently the essential clinical procedures29 (21.6)53 (39.6)39 (29.1)13 (9.7)2.27 (56.8)
1.4. Critically analyze clinical data obtained through history, physical examination, andinvestigation1 (0.7)31 (23.1)72 (53.7)30 (22.4)2.98 (74.5)
2. Demonstration of clinical reasoning, decision making, and problem-solving skills 5.5/8 (68.75)2.1. Demonstrate reasoning skills to formulate and prioritize a differential diagnosis5 (3.7)23 (17.5)73 (54.5)33 (24.6)3 (75)
2.2. Develop a management strategy taking into consideration the priorities of the patient’s problem (s)15 (11.2)54 (40.3)48 (35.8)17 (12.7)2.5 (62.5)
3. Management of life-threatening medical conditions 5.18/8 (64.75)3.1. Recognize and assess life or organ threatening conditions18 (13.4)35 (26.1)58 (43.3)23 (17.2)2.64 (66)
3.2. Manage common medical emergencies21 (15.7)43 (32.1)47 (35.1)23 (17.2)2.54 (63.5)
4. Management of common medical problems 19.87/32 (62.09)4.1. Demonstrate the importance of psychosocial, spiritual, religious, and cultural factors in patient management5 (3.7)26 (19.4)65 (48.5)38 (28.4)3.01 (75.3)
4.2. Select and apply the most appropriate and cost-effective diagnostic procedures25 (18.7)52 (38.8)43 (32.1)14 (10.4)2.34 (58.5)
4.3. Manage appropriately patients with acute and chronic physical and mental problems23 (17.2)60 (44.8)43 (32.1)8 (6)2.27 (56.8)
4.4. Recognize the need for multiple therapeutic modalities to address patient conditions18 (13.4)51 (38.1)51 (38.1)14 (10.4)2.46 (61.5)
4.5. Demonstrate the skills to write an appropriate prescription36 (26.9)60 (44.8)32 (23.9)6 (4.5)2.06 (51.5)
4.6. Recognize the principles of the amelioration of suffering and disability rehabilitation and palliative care, including appropriate pain management29 (21.6)61 (45.5)34 (25.4)10 (7.5)2.19 (54.8)
4.7. Make decisions in partnership with patients and/or their carers14 (10.4)39 (29.1)58 (43.3)23 (17.2)2.67 (66.8)
4.8. Demonstrate effective counseling skills7 (5.2)31 (23.1)69 (51.5)27 (20.1)2.87 (71.8)
5. Placing patients’ needs and safety at the center of the care process 16.33/24 (68.04)5.1. Demonstrate knowledge and skills in the area related to patient safety eg, root-cause analyses, safe prescription and procedures12 (9)50 (37.3)54 (40.3)18 (13.4)2.58 (64.5)
5.2. Analyze the aftermath of medical errors25 (18.7)53 (39.6)40 (29.9)16 (11.9)2.35 (58.8)
5.3. Demonstrate reflection and learning from errors16 (11.9)23 (17.2)60 (44.8)35 (26.1)2.85 (71.3)
5.4. Identify and manage clinical risks13 (9.7)47 (35.1)58 (43.3)16 (11.9)2.57 (64.3)
5.5. Apply the essential principles of infection prevention and control in health care settings6 (4.5)27 (20.1)59 (44)42 (31.3)3.02 (75.5)
5.6. Report any concurrent physical, social, or mental ailment that would affect patient care to appropriate authorities9 (6.7)31 (23.1)52 (38.8)42 (31.3)2.95 (73.8)
Distribution of Students’ Self-Perceived Competence for Each Enabling Competency (n=134) Learning outcomes mean score percentages (n=134).

Correlation Between Willingness and Self-Perceived Competence

There was a positive moderate correlation between willingness and mean total perceived-competence score (Spearman correlation coefficient [rs]=0.45, p<0.001). Comparing the correlation of different learning outcomes with willingness, demonstration of the essential clinical skills had the highest correlation (rs =0.46, p<0.001). Figure 2 shows scatterplots illustrating the correlation between willingness to work and overall perceived competence and individual learning outcomes.
Figure 2

Correlation between willingness to work and overall perceived competence and individual learning outcomes.

Correlation between willingness to work and overall perceived competence and individual learning outcomes.

Discussion

The results of this study showed that 57.4% of the medical students were willing to work in the case of critical healthcare workforce need caused by the COVID-19 pandemic. When healthcare students’ attitudes towards Middle East respiratory syndrome coronavirus (MERS-CoV) were examined, 39.2% disagreed with the statement about their willingness to do clinical rotations at a hospital where MERS-CoV patients were treated.19 On the other hand, a high proportion (74%.2) of Spanish medical and nursing students expressed willingness to take care of patients with COVID-19 if required.20 Similarly, 80% of Ugandan medical students from all the years of study expressed willingness to participate in the frontline response to the COVID-19 pandemic.21 Of note, there were differences in the targeted population, timing of data collection in relation to the state of the pandemic or epidemic in the country, and phrases and Likert scale questions used to assess willingness. These factors should be taken into consideration when attempting to compare and contrast the aforementioned studies. Willingness correlated moderately with level of self-perceived competence in essential clinical and interpersonal skills. This finding might support the hypothesis that medical students with a better self-perceived competence are more willing to work in the case of a large-scale outbreak with respiratory transmission, such as with COVID-19. Nevertheless, such a notion needs to be supported by objective measurement of competence and a longitudinal study to establish the direction of the association. A previous study on medical students showed that objectively measured and self-perceived competence correlated better with “soft” skills, while there was a poorer correlation with clinical skills.18 History taking was the competency in which students perceived themselves to be most competent. Fortunately, history taking does not necessarily have to be carried out face-to-face, as it can be done through virtual visits. Applying essential principles of infection prevention and control was second in terms of perceived-competence scores. A previous study on medical students in eastern Saudi Arabia revealed poor knowledge of infection control and standard precautions.22 The same study also found that study year correlated with a higher level of knowledge.22 This might explain why high scores were found in our study, since only final-year students were included. In central Switzerland, students helped during the surge by carrying out the swabbing procedure.8 However, performing essential clinical procedures was one of the competencies with the lowest scores in this study. Furthermore, the skills of writing a prescription had the lowest perceived competency; however, prescribing can be done electronically and this, therefore, provides the opportunity to engage the help of students. The literature indicates that the correlation between self-perceived competence and objectively assessed performance is either absent or discordant for essential clinical procedures, and it is weak for prescribing skills.13,23,24 However, these findings, and the fact that both competencies were among the lowest in perceived competence, should not discourage the assignment of students to these tasks, but raises the need for additional care in training and supervision in this instance. Interestingly, students with higher GPAs had higher willingness scores and lower perceived-competence scores, although neither difference was statistically significant. There is evidence that medical students who volunteered at a free clinic had higher cumulative GPAs than those who did not.25 Further, Carr et al found a weak correlation between medical students’ GPAs and their performance as junior doctors.26 Few students with chronic medical illnesses, such as respiratory illnesses, or who required medications that suppresses immunity, were included in this study. Therefore, it is important to identify vulnerable students in order to protect them. For instance, they could be assigned to lower risk tasks and areas. While previous research on healthcare providers has indicated that the presence of personal health issues is a barrier to willingness to work in a public health emergency, there were no significant differences in willingness between students with and without chronic medical problems in our study.11 Students who had undergone previous clinical summer training had a significantly higher willingness to work, which is reasonable as both activities are consistent in that they are elective.

Limitations

This study has multiple limitations. For example, the study relied on self-perceived competence, it measured association at a single point in time, and it included students from a single medical college. In addition, study participants were sampled using a non-probability sampling technique.

Conclusions

In summary, more than one-third of medical students are willing to work as part of the healthcare workforce during the COVID-19 pandemic. Better overall self-perceived competence appears to correlate with greater willingness. Students perceive themselves to be more competent in some areas than others. Appropriate training and supervision are suggested for all tasks assigned to them, with additional care required in some tasks with a lower perceived competence. Some students are vulnerable to serious infection, and it is, therefore, essential to identify them to protect them. Recommendations for future research include measuring competence objectively, following the association between willingness and competence longitudinally for better ascertainment of the direction of the association, further exploring the reasons why some students were less willing or not willing to work, and incorporating qualitative methods for better insight into students’ thoughts and feelings with regard to their willingness.
  18 in total

1.  Clinical skills in junior medical officers: a comparison of self-reported confidence and observed competence.

Authors:  Les Barnsley; Patricia M Lyon; Susan J Ralston; Emily J Hibbert; Ilona Cunningham; Fiona C Gordon; Michael J Field
Journal:  Med Educ       Date:  2004-04       Impact factor: 6.251

2.  Health Care Student Knowledge and Willingness to Work in Infectious Disease Outbreaks.

Authors:  Rima Patel; Kapil Wattamwar; Jaya Kanduri; Meghan Nahass; Jennifer Yoon; Justin Oh; Parth Shukla; Clifton R Lacy
Journal:  Disaster Med Public Health Prep       Date:  2017-06-19       Impact factor: 1.385

3.  Medical students' communication skills in clinical education: Results from a cohort study.

Authors:  Cadja Bachmann; Silke Roschlaub; Sigrid Harendza; Rebecca Keim; Martin Scherer
Journal:  Patient Educ Couns       Date:  2017-05-24

4.  Self-perceived competence correlates poorly with objectively measured competence in evidence based medicine among medical students.

Authors:  Nai Ming Lai; Cheong Lieng Teng
Journal:  BMC Med Educ       Date:  2011-05-28       Impact factor: 2.463

5.  Do final-year medical students have sufficient prescribing competencies? A systematic literature review.

Authors:  David J Brinkman; Jelle Tichelaar; Sanne Graaf; René H J Otten; Milan C Richir; Michiel A van Agtmael
Journal:  Br J Clin Pharmacol       Date:  2018-01-25       Impact factor: 4.335

6.  COVID-19: Are Spanish medicine and nursing students prepared?

Authors:  Águeda Cervera-Gasch; Víctor M González-Chordá; Desirée Mena-Tudela
Journal:  Nurse Educ Today       Date:  2020-05-28       Impact factor: 3.442

7.  SWAB team instead of SWAT team: Medical students as a frontline force during the COVID-19 pandemic.

Authors:  Jennifer M Klasen; Andrea Meienberg; Christian Nickel; Roland Bingisser
Journal:  Med Educ       Date:  2020-06-17       Impact factor: 6.251

8.  Evaluation of preparedness of healthcare student volunteers against Middle East respiratory syndrome coronavirus (MERS-CoV) in Makkah, Saudi Arabia: a cross-sectional study.

Authors:  Mahmoud E Elrggal; Nedaa A Karami; Bushra Rafea; Lama Alahmadi; Anwar Al Shehri; Ruba Alamoudi; Hassan Koshak; Saad Alkahtani; Ejaz Cheema
Journal:  Z Gesundh Wiss       Date:  2018-04-14

9.  The Role of Medical Students During the COVID-19 Pandemic.

Authors:  David Gibbes Miller; Leah Pierson; Samuel Doernberg
Journal:  Ann Intern Med       Date:  2020-04-07       Impact factor: 25.391

10.  Relationships between academic performance of medical students and their workplace performance as junior doctors.

Authors:  Sandra E Carr; Antonio Celenza; Ian B Puddey; Fiona Lake
Journal:  BMC Med Educ       Date:  2014-07-30       Impact factor: 2.463

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Authors:  Haytham I AlSaif; Mohammed M Alessa; Ahmed H Alajlan; Abdulelah I Alrshid; Abdulaziz F Aljarbou; Awadh A Alqahtani; Mohammad I Aljumah; Mansour I Alrshid; Aljoharah I Aleisa; Abdulrahman M Aloufi; Saad M Alsaad
Journal:  Risk Manag Healthc Policy       Date:  2022-05-11

2.  The Capacity of the Indonesian Healthcare System to Respond to COVID-19.

Authors:  Yodi Mahendradhata; Ni Luh Putu Eka Andayani; Eva Tirtabayu Hasri; Mohammad Dzulfikar Arifi; Renova Glorya Montesori Siahaan; Dewi Amila Solikha; Pungkas Bahjuri Ali
Journal:  Front Public Health       Date:  2021-07-07

3.  'Senior Nursing Students and Interns' Concerns and Willingness to Treat Patients with COVID-19: A Strategy to Expand National Nursing Workforce during the COVID-19 Pandemic.

Authors:  Sitah S Alshutwi
Journal:  Risk Manag Healthc Policy       Date:  2021-01-07

4.  Healthcare Professionals' Willingness and Preparedness to Work During COVID-19 in Selected Hospitals of Southwest Ethiopia.

Authors:  Ameha Zewudie; Tolcha Regasa; Oliyad Kebede; Lemi Abebe; Desalegn Feyissa; Fikadu Ejata; Diriba Feyisa; Yitagesu Mamo
Journal:  Risk Manag Healthc Policy       Date:  2021-02-03

5.  Willingness of Nepalese medical and nursing students to volunteer during COVID-19 pandemic: A single-centered cross-sectional study.

Authors:  Parag Karki; Lee Budhathoki; Manoj Khadka; Swojay Maharjan; Subodh Dhakal; Subashchandra Pokharel; Anita Poudel; Pooja Rokaya; Udit Raut; Sushma Rayamajhi
Journal:  Ann Med Surg (Lond)       Date:  2021-11-18

6.  Factors influencing medical and nursing students' willingness to care for COVID-19 patients in South Korea: a cross-sectional study.

Authors:  Eun A Kim; Hae Ran Kim; Boyoung Kim
Journal:  BMC Med Educ       Date:  2022-03-08       Impact factor: 2.463

Review 7.  Willingness to Work during Public Health Emergencies: A Systematic Literature Review.

Authors:  Gonçalo Santinha; Teresa Forte; Ariana Gomes
Journal:  Healthcare (Basel)       Date:  2022-08-09

8.  Perceived spiritual care competence and the related factors in nursing students during Covid-19 pandemic.

Authors:  Masoumeh Asgari; Moluk Pouralizadeh; Nazila Javadi Pashaki; Saman Maroufizadeh; Ali Nourisaeed; Ashraf Jannati; Atefeh Ghanbari
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