Real-World Evidence Evaluation of Respiratory Syncytial Virus (RSV) Vaccines: Deep Dive into Vaccine Adverse Events Reporting System
Abstract
1. Introduction
2. Methodology
2.1. Data Source
2.2. Eligibility Criteria
2.3. Review of Reports
2.4. Ad Hoc Analyses and Review
2.5. Statistical Analysis
3. Results
Pregnancy
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Event of Interest | Other Events | |
|---|---|---|
| Exposure of interest | a | b |
| Non-exposure | c | d |
| Measures | Formula | Criteria |
|---|---|---|
| ROR | 95%CI/ > 1, N ≥ 2 | |
| PRR | PRR ≥ 2, χ2 ≥ 4, N ≥ 3 | |
| EBGM | EBGM ≥ 2 | |
| IC IC025 IC975 | Log2 IC − 3.3 × (O + 0.5) − 1/2 − 2 × (O + 0.5) − 3/2 IC + 2.4 × (O + 0.5) − 1/2 − 0.5 × (O + 0.5) − 3/2 | Lower limit of 95% CI |
| Variables | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Gender | ||||||
| Female | 1715 | 67.0 | 2086 | 63.7 | 459 | 62.7 |
| Male | 647 | 25.3 | 784 | 23.9 | 218 | 29.8 |
| Unknown * | 199 | 7.8 | 406 | 12.4 | 55 | 7.5 |
| Age in Years | ||||||
| <18 | 26 | 1.0 | 56 | 1.7 | 15 | 2.0 |
| ≥18–59 | 185 | 7.2 | 279 | 8.5 | 50 | 6.8 |
| ≥60–75 | 1194 | 46.6 | 1240 | 37.9 | 299 | 40.8 |
| ≥76 | 604 | 23.6 | 759 | 23.2 | 223 | 30.5 |
| NA | 552 | 21.6 | 942 | 28.8 | 145 | 19.8 |
| Total | 2561 | 3276 | 732 | |||
| Injection Site Pain (by Sex) | ||||||
| Gender | 61 | 94 | 18 | |||
| Female | 37 | 60.7 | 63 | 67.0 | 15 | 83.3 |
| Male | 20 | 32.8 | 25 | 26.6 | 3 | 16.7 |
| Unknown | 4 | 6.6 | 6 | 6.4 | 0 | 0.0 |
| Age in Years | ||||||
| 18–59 years | 3 | 5.8 | – | – | – | – |
| 60–75 years | 25 | 48.1 | 55 | 67.9 | 13 | 86.7 |
| >75 years | 24 | 46.2 | 26 | 32.1 | 2 | 13.3 |
| Total Injection Site Pain Reports | 52 | 81 | 15 | |||
| State | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| California | 196 | 7.7 | 246 | 7.5 | 15 | 5.2 |
| Florida | 183 | 7.1 | 262 | 8 | 74 | 25.5 |
| Georgia | – | – | – | – | 31 | 10.7 |
| New York | 143 | 5.6 | 117 | 3.6 | – | – |
| Pennsylvania | 94 | 3.7 | 126 | 3.8 | 11 | 3.8 |
| Tennessee | – | – | – | – | 18 | 6.2 |
| Texas | 115 | 4.5 | 155 | 4.7 | – | – |
| Number of Days | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| 0 | 1208 | 47.2 | 1495 | 45.6 | 400 | 54.6 |
| 1–3 | 1078 | 42.1 | 934 | 28.5 | 160 | 21.9 |
| 4–7 | 203 | 7.9 | 201 | 6.14 | 30 | 4.1 |
| 8–14 | 117 | 4.6 | 117 | 3.57 | 38 | 5.2 |
| 15–30 | 80 | 3.1 | 77 | 2.35 | 25 | 3.4 |
| 31–60 | 20 | 0.8 | 32 | 0.98 | 11 | 1.5 |
| 61–100 | 0 | 0.0 | 6 | 0.18 | 2 | 0.3 |
| 101–300 | 0 | 0.0 | 10 | 0.31 | 5 | 0.7 |
| >300 | 6 | 0.2 | 5 | 0.15 | 9 | 1.2 |
| NA | 556 | 21.7 | 926 | 28.3 | 175 | 23.9 |
| RSV Vaccine | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Abrysvo | 780 | 30.5 | 927 | 28.3 | 209 | 28.6 |
| Arexvy | 1759 | 68.7 | 2300 | 70.2 | 504 | 68.9 |
| MRESVIA | 0 | 0 | 21 | 0.6 | 12 | 1.6 |
| No Brand Name | 22 | 0.9 | 28 | 0.9 | 7 | 1.0 |
| Total | 2561 | 100 | 3276 | 100 | 732 | 100 |
| Vaccination Center/Facility | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Military | 10 | 0.4 | 11 | 0.3 | 3 | 0.4 |
| Pharmacy | 1619 | 63.2 | 1747 | 53.3 | 442 | 60.4 |
| Public | 19 | 0.7 | 34 | 1.0 | 7 | 1.0 |
| Private | 192 | 7.5 | 306 | 9.3 | 83 | 11.3 |
| School or Student Health Clinic | 1 | 0.0 | 1 | 0.0 | 0.0 | 0.0 |
| Nursing Home or Senior Living Facility | 10 | 0.4 | 41 | 1.3 | 4 | 0.5 |
| Unknown | 665 | 26.0 | 1060 | 32.4 | 174 | 23.8 |
| Workplace Clinic | 6 | 0.2 | 9 | 0.3 | 0 | 0.0 |
| Other * | 39 | 1.5 | 67 | 2.0 | 19 | 2.6 |
| Symptom | N | % |
|---|---|---|
| Injection site pain | 735 | 11.2 |
| Pain | 534 | 8.1 |
| Injection site erythema | 381 | 5.8 |
| Fatigue | 316 | 4.8 |
| Pain in extremity | 316 | 4.8 |
| Headache | 285 | 4.3 |
| Injection site swelling | 268 | 4.1 |
| No adverse event | 534 | 8.1 |
| Symptom | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Fatigue | 296 | 11.6 | – | – | 20 | 2.7 |
| Headache | 285 | 11.1 | – | – | – | – |
| Injection site pain | 284 | 11.1 | 408 | 12.5 | 43 | 5.9 |
| Pain in extremity | 283 | 11.1 | – | – | 33 | 4.5 |
| Pain | 269 | 10.5 | 265 | 8.1 | – | – |
| No adverse event | 110 | 4.3 | 280 | 8.5 | 144 | 19.7 |
| Exposure during pregnancy | – | – | 356 | 10.9 | – | – |
| Injection site erythema | – | – | 342 | 10.4 | 39 | 5.3 |
| Injection site swelling | – | – | 268 | 8.2 | – | – |
| Arthralgia | – | – | – | – | 20 | 2.7 |
| Vaccination Error | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Wrong product administered | 68 | 2.7 | 201 | 6.1 | 11 | 1.5 |
| Product administered to patients of inappropriate age | 131 | 5.1 | 182 | 5.6 | 16 | 2.2 |
| Incorrect dose administered | 37 | 1.4 | 22 | 0.7 | 4 | 0.5 |
| Syringe issue | 20 | 0.8 | 61 | 1.9 | 3 | 0.4 |
| Extra dose administered | 61 | 2.4 | 490 | 15 | 265 | 36.2 |
| Product use issue | 81 | 3.2 | 204 | 6.2 | 16 | 2.2 |
| Wrong technique in product usage process | 11 | 0.4 | 0 | 0 | 0 | 0.0 |
| Incorrect route of product administration | 22 | 0.9 | 0 | 0 | 0 | 0.0 |
| Underdose | 33 | 1.3 | 0 | 0 | 0 | 0.0 |
| Product preparation issue | 48 | 1.9 | 0 | 0 | 4 | 0.5 |
| Exposure during pregnancy | 129 | 5 | 356 | 10.9 | 53 | 7.2 |
| Symptom | 2023 | 2024 | 2025 | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Cesarean section | 7 | 5.4 | 7 | 2.0 | 0 | 0 |
| Diarrhea | 0 | 0 | 5 | 1.4 | 2 | 4 |
| Headache | 0 | 0 | 10 | 2.8 | 1 | 4 |
| Injection site erythema | 7 | 7 | 12 | 3.4 | 2 | 4 |
| Premature delivery/labor | 24 | 18.6 | 26 | 7.3 | 7 | 13 |
| Premature labor | – | – | – | – | 0 | – |
| Premature rupture of membranes | 6 | 4.7 | 5 | 1.4 | 0 | 0 |
| Stillbirth | 0 | 0 | 1 | 0.3 | 4 | 7 |
| Thrombocytopenia | 0 | 0 | 0 | 0 | 3 | 5 |
| Year | Number of Injection Site Pains AEFIs * | Reported ADEs with the RSV Vaccines | ROR (95% CI) | PRR (95% CI) | EBGM (95% CI) | IC |
|---|---|---|---|---|---|---|
| 2023 | 61 | 2934 | 3.80 (2.90–4.85) | 3.74 (2.86–4.88) | 3.40 (2.60–4.44) | 1.77 (1.74–1.79) |
| 2024 | 94 | 3615 | 1.74 (1.40–2.17) | 1.73 (1.40–2.14) | 1.64 (1.32–2.03) | 0.71 (0.69–0.72) |
| 2025 ** | 18 | 806 | 1.69 (1.04–2.77) | 1.67 (1.03–2.74) | 1.59 (1.00–2.60) | 0.67 (0.56–0.73) |
| Year | Number of Pains AEFIs * | Reported ADEs with the RSV Vaccines | ROR | PRR | EBGM | IC |
|---|---|---|---|---|---|---|
| (95% CI) | (95% CI) | |||||
| 2023 | 232 | 2934 | 1.81 (1.58–2.07) | 1.74 (1.52–2.00) | 1.71 (1.49–1.96) | 0.77 (0.76–0.78) |
| 2024 | 177 | 3615 | 1.01 (0.86–1.18) | 1.01 (0.86–1.17) | 1.01 (0.86–1.16) | 0.007 (−0.002–0.014) |
| 2025 ** | 33 | 806 | 0.86 (0.63–1.23) | 0.86 (0.63–1.23) | 0.87 (0.61–1.25) | −0.19 (−0.24–(−0.16)) |
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Alshammari, T.M.; Alshammari, M.K.; Alosaimi, H.M. Real-World Evidence Evaluation of Respiratory Syncytial Virus (RSV) Vaccines: Deep Dive into Vaccine Adverse Events Reporting System. Diseases 2026, 14, 29. https://doi.org/10.3390/diseases14010029
Alshammari TM, Alshammari MK, Alosaimi HM. Real-World Evidence Evaluation of Respiratory Syncytial Virus (RSV) Vaccines: Deep Dive into Vaccine Adverse Events Reporting System. Diseases. 2026; 14(1):29. https://doi.org/10.3390/diseases14010029
Chicago/Turabian StyleAlshammari, Thamir M., Mohammed K. Alshammari, and Hind M. Alosaimi. 2026. "Real-World Evidence Evaluation of Respiratory Syncytial Virus (RSV) Vaccines: Deep Dive into Vaccine Adverse Events Reporting System" Diseases 14, no. 1: 29. https://doi.org/10.3390/diseases14010029
APA StyleAlshammari, T. M., Alshammari, M. K., & Alosaimi, H. M. (2026). Real-World Evidence Evaluation of Respiratory Syncytial Virus (RSV) Vaccines: Deep Dive into Vaccine Adverse Events Reporting System. Diseases, 14(1), 29. https://doi.org/10.3390/diseases14010029

