Submitted:
14 March 2025
Posted:
17 March 2025
You are already at the latest version
Abstract
Keywords:
Introduction
Materials and Methods
Study Design and Target Population
Data Collection
Statistical Analysis
Ethical Considerations
Results
Participant Selection for the Study on Influenza Incidence Among University Students
Reliability Assessment of Scale Consistency
Demographic, Behavioral, and Vaccination Factors on Seasonal Influenza Susceptibility
Forest Plot Analysis of Odds Ratios
Comparing Illness Duration in Seasonal Influenza Between Doses of COVID-19 Vaccine
Impact of Single vs. Double COVID-19 Vaccination Doses on Illness Duration in Seasonal Influenza
Interaction Between COVID-19 Vaccine Dose and Seasonal Influenza
Correlation Between COVID-19 Vaccine Types and Seasonal Influenza Incidence
Discussion
Limitations of the Study
Conclusions
References
- Abushouk, A., Ahmed, M. E., Althagafi, Z., Almehmadi, A., Alasmari, S., Alenezi, F., Fallata, M., & Alshamrani, R. (2023). Knowledge, attitude, and practice toward seasonal influenza vaccine during the COVID-19 pandemic among students at King Saud bin Abdulaziz University for Health Sciences-Jeddah, Saudi Arabia. Journal of Education and Health Promotion, 12(1), 17. [CrossRef]
- Alwazzeh, M. J., Telmesani, L. M., AlEnazi, A. S., Buohliqah, L. A., Halawani, R. T., Jatoi, N.-A., Subbarayalu, A. V., & Almuhanna, F. A. (2021). Seasonal influenza vaccination coverage and its association with COVID-19 in Saudi Arabia. Informatics in Medicine Unlocked, 27, 100809. [CrossRef]
- Amanatidou, E., Gkiouliava, A., Pella, E., Serafidi, M., Tsilingiris, D., Vallianou, N. G., Karampela, Ι., & Dalamaga, M. (2022). Breakthrough infections after COVID-19 vaccination: Insights, perspectives, and challenges. Metabolism Open, 14, 100180. [CrossRef]
- Basile, L., Torner, N., Martínez, A., Mosquera, M., Marcos, M., & Jane, M. (2019). Seasonal influenza surveillance: Observational study on the 2017–2018 season with predominant B influenza virus circulation. Vacunas, 20(2), 53-59.
- Bresee, J., Fitzner, J., Campbell, H., Cohen, C., Cozza, V., Jara, J., Krishnan, A., & Lee, V. (2018). Progress and remaining gaps in estimating the global disease burden of influenza. Emerging Infectious Diseases, 24(7), 1173. [CrossRef]
- Chenchula, S., Karunakaran, P., Sharma, S., & Chavan, M. (2022). Current evidence on efficacy of COVID-19 booster dose vaccination against the Omicron variant: A systematic review. Journal of Medical Virology, 94(7), 2969-2976. [CrossRef]
- Dietz, E., Pritchard, E., Pouwels, K., Ehsaan, M., Blake, J., Gaughan, C., ... & Walker, A. S. (2024). SARS-CoV-2, influenza A/B, and respiratory syncytial virus positivity and association with influenza-like illness and self-reported symptoms, over the 2022/23 winter season in the UK: A longitudinal surveillance cohort. BMC Medicine, 22(1), 143. [CrossRef]
- Greaney, A. J., Loes, A. N., Crawford, K. H. D., Starr, T. N., Malone, K. D., Chu, H. Y., & Bloom, J. D. (2021). Comprehensive mapping of mutations in the SARS-CoV-2 receptor-binding domain that affect recognition by polyclonal human plasma antibodies. Cell Host & Microbe, 29(3), 463-476.e466. [CrossRef]
- Hamadah, R. E., Hussain, A. N., Alsoghayer, N. A., Alkhenizan, Z. A., Alajlan, H. A., & Alkhenizan, A. H. (2021). Attitude of parents towards seasonal influenza vaccination for children in Saudi Arabia. Journal of Family Medicine and Primary Care, 10(2), 904-909. [CrossRef]
- Hedberg, P., Valik, J. K., van der Werff, S., Tanushi, H., Mendez, A. R., Granath, F., ... & Naucler, P. (2022). Clinical phenotypes and outcomes of SARS-CoV-2, influenza, RSV, and seven other respiratory viruses: A retrospective study using complete hospital data. Thorax, 77(2), 1-10. [CrossRef]
- Janssen, C., Mosnier, A., Gavazzi, G., Combadière, B., Crepey, P., Gaillat, J., Launay, O., & Botelho-Nevers, E. (2022). Coadministration of seasonal influenza and COVID-19 vaccines: A systematic review of clinical studies. Human Vaccines & Immunotherapeutics, 18(6), 2131166. [CrossRef]
- Kayano, T., Ko, Y., Otani, K., Kobayashi, T., Suzuki, M., & Nishiura, H. (2023). Evaluating the COVID-19 vaccination program in Japan, 2021 using the counterfactual reproduction number. Scientific Reports, 13(1), 17762. [CrossRef]
- Kissler, S. M., Tedijanto, C., Goldstein, E., Grad, Y. H., & Lipsitch, M. (2020). Projecting the transmission dynamics of SARS-CoV-2 through the post-pandemic period. Science, 368(6493), 860-868.
- Li, Q., Tang, B., Bragazzi, N. L., Xiao, Y., & Wu, J. (2020). Modeling the impact of mass influenza vaccination and public health interventions on COVID-19 epidemics with limited detection capability. Mathematical Biosciences, 325, 108378. [CrossRef]
- Lv, H., Wu, N. C., Tsang, O. T., Yuan, M., Perera, R., Leung, W. S., ... & Mok, C. K. P. (2020). Cross-reactive antibody response between SARS-CoV-2 and SARS-CoV infections. bioRxiv. [CrossRef]
- Macias, A. E., McElhaney, J. E., Chaves, S. S., Nealon, J., Nunes, M. C., Samson, S. I., Seet, B. T., Weinke, T., & Yu, H. (2021). The disease burden of influenza beyond respiratory illness. Vaccine, 39, A6-A14. [CrossRef]
- MacIntyre, C. R., & Chughtai, A. A. (2015). Facemasks for the prevention of infection in healthcare and community settings. BMJ, 350. [CrossRef]
- Rabie, T., & Curtis, V. (2006). Handwashing and risk of respiratory infections: A quantitative systematic review. Tropical Medicine & International Health, 11(3), 258-267. [CrossRef]
- Riccò, M., Ferraro, P., Peruzzi, S., Zaniboni, A., & Ranzieri, S. (2022). Respiratory syncytial virus: Knowledge, attitudes, and beliefs of general practitioners from North-Eastern Italy (2021). Pediatric Reports, 14(2), 147-165. [CrossRef]
- Tregoning, J. S., Brown, E. S., Cheeseman, H. M., Flight, K. E., Higham, S. L., Lemm, N., Pierce, B. F., Stirling, D. C., Wang, Z., & Pollock, K. M. (2020). Vaccines for COVID-19. Clinical & Experimental Immunology, 202(2), 162-192.
- van Laak, A., Verhees, R., Knottnerus, J. A., Hooiveld, M., Winkens, B., & Dinant, G.-J. (2022). Impact of influenza vaccination on GP-diagnosed COVID-19 and all-cause mortality: A Dutch cohort study. BMJ Open, 12(9), e061727. [CrossRef]
- Wals, P. D., & Divangahi, M. (2020). Could seasonal influenza vaccination influence COVID-19 risk? medRxiv, 2020.2009, 2002.20186734.
- Wang, Z., Schmidt, F., Weisblum, Y., Muecksch, F., Barnes, C. O., Finkin, S., ... & Nussenzweig, M. C. (2021). mRNA vaccine-elicited antibodies to SARS-CoV-2 and circulating variants. Nature, 592(7855), 616-622. [CrossRef]
- Zhou, F., Yu, T., Du, R., Fan, G., Liu, Y., Liu, Z., ... & Cao, B. (2020). Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: A retrospective cohort study. The Lancet, 395(10229), 1054-1062. [CrossRef]






| Reliability Statistics | Value (95% CI) |
|---|---|
| Cronbach’s Alpha | 0.914 (0.870–0.940) |
| N of Items | 22 |
| Have you been infected with seasonal influenza this season? | P-value (sig.) | |||
|---|---|---|---|---|
| Variable | Count (No) | No (%) | Yes (%) | |
| Demographic Characteristics | ||||
| What is your gender? | Female | 120 (62.5%) | 72 (37.5%) | 0.003 |
| Male | 14 (36.8%) | 24 (63.2%) | ||
| Which age group do you fall under? | 17-20 Years Old | 6 (50.0%) | 6 (50.0%) | 0.551 |
| 21-24 Years old | 128 (58.7%) | 90 (41.3%) | ||
| Where is your KSAU-HS campus located? | Jeddah | 36 (54.5%) | 30 (45.5%) | 0.469 |
| Riyadh | 98 (59.8%) | 66 (40.2%) | ||
| What campus of KSAU-HS college are you currently studying at? | College of Medicine | 18 (46.2%) | 21 (53.8%) | 0.092 |
| College of Science and Health profession | 116 (60.7%) | 75 (39.3%) | ||
| Influenza Infection | ||||
| How long were you ill with seasonal influenza this season? | 0-2 days | 18 (50.0%) | 18 (50.0%) | 0.331 |
| 3-5 days | 69 (57.0%) | 52 (43.0%) | ||
| More than 5 days | 47 (64.4%) | 26 (35.6%) | ||
| Did you visit the doctor? | No | 112 (63.3%) | 67 (36.7%) | 0.005 |
| Yes | 22 (41.5%) | 31 (58.5%) | ||
| Has anyone in your household had seasonal influenza before you’ve infected? | No | 64 (71.1%) | 26 (28.9%) | 0.002 |
| Yes | 70 (50.0%) | 70 (50.0%) | ||
| COVID-19 Vaccination Characteristics | ||||
| Have you taken the COVID-19 vaccine? | No | 61 (42.4%) | 83 (57.6%) | 0.141 |
| Yes | 131 (57.7%) | 96 (42.3%) | ||
| If yes, how many doses? | One dose | 6 (100.0%) | 0 (0.0%) | 0.058 |
| Two doses | 63 (61.2%) | 40 (38.8%) | ||
| Booster dose | 65 (53.7%) | 56 (46.3%) | ||
| If yes, what was your reason for deciding to vaccinate? | Because COVID has made me more aware of the importance of vaccination | 14 (58.3%) | 10 (41.7%) | 0.346 |
| Because I want to travel | 22 (61.1%) | 14 (38.9%) | ||
| Because of social responsibility | 8 (61.5%) | 5 (38.5%) | ||
| Because vaccination is mandatory by government | 58 (58.6%) | 41 (41.4%) | ||
| In case I have COVID | 5 (31.3%) | 11 (68.8%) | ||
| You need to protect yourself against viruses | 27 (64.3%) | 35 (35.7%) | ||
| Which vaccine did you receive? | Johnson & Johnson | 0 (0.0%) | 1 (100.0%) | 0.008 |
| Moderna | 44 (88.9%) | 19 (30.2%) | ||
| Oxford-AstraZeneca | 44 (69.8%) | 20 (30.2%) | ||
| Pfizer-BioNTech | 82 (52.6%) | 74 (47.4%) | ||
| Have you had the seasonal influenza after receiving COVID-19 vaccination? | No | 73 (84.9%) | 13 (15.1%) | 0.001 |
| Yes | 61 (42.4%) | 83 (57.6%) | ||
| If yes, how often has the incidence of influenza occurred? | Maybe more | 50 (56.2%) | 39 (43.8%) | 0.528 |
| Once | 50 (63.3%) | 29 (36.7%) | ||
| Twice | 34 (54.8%) | 28 (45.2%) | ||
| Preventive Behaviors and Practices | ||||
| How do you distinguish between COVID-19 and flu symptoms? | By following the main symptoms recorded by ministry of health | 13 (32.5%) | 27 (67.5%) | 0.004 |
| By testing against COVID-19 virus at home | 13 (65.0%) | 7 (35.0%) | ||
| By testing against COVID-19 virus at hospital | 70 (61.9%) | 43 (38.1%) | ||
| By visiting doctor | 38 (66.7%) | 19 (33.3%) | ||
| Have you worn a mask for protection? | No | 34 (48.6%) | 36 (51.4%) | 0.049 |
| Sometimes | 38 (55.9%) | 44 (44.1%) | ||
| Yes | 62 (67.4%) | 30 (32.6%) | ||
| Have you usually gotten in contact with others in close-crowded area? | No | 38 (70.4%) | 16 (29.6%) | 0.063 |
| Yes | 52 (51.0%) | 50 (49.0%) | ||
| Yes | 44 (58.5%) | 30 (40.5%) | ||
| Do you wash your hand or use hand sanitizer during the outbreak of seasonal influenza? | No | 25 (59.5%) | 17 (40.5%) | 0.981 |
| Sometimes | 35 (58.3%) | 25 (41.7%) | ||
| Yes | 74 (57.8%) | 54 (42.2%) | ||
| Do you usually share the food/drinks with others? | No | 60 (55.6%) | 48 (44.4%) | 0.626 |
| Sometimes | 47 (62.7) | 28 (37.3%) | ||
| Yes | 27 (57.4%) | 20 (42.6%) | ||
| Do you cover your mouth and nose when you cough and sneeze to avoid disease transmission? | No | 9 (90.0%) | 1 (10.0%) | 0.047 |
| Sometimes | 11 (73.3%) | 11 (26.7%) | ||
| Yes | 114 (55.6%) | 91 (44.4%) | ||
| Clinical Characteristics | ||||
| Do you suffer from any chronic disease? (Comorbidities of patients) | No | 122 (57.0%) | 92 (43.0%) | 0.158 |
| Yes | 12 (75.0%) | 4 (25.0%) | ||
| Vaccination Promotion Strategies | ||||
| What is the most effective way to improve vaccination rates? | Facilitating access to primary health care center | 9 (42.9%) | 12 (57.1%) | 0.028 |
| Family and friends | 1 (20.0%) | 4 (80.0%) | ||
| Having more information about vaccination and its benefits | 13 (52.0%) | 12 (48.0%) | ||
| Increasing awareness campaigns via social media | 105 (64.4%) | 58 (35.6%) | ||
| Sending annual reminder via SMS | 6 (37.5%) | 10 (62.5%) | ||
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