The Vaccine Hesitancy Profiles and Determinants of Seasonal Influenza among Chinese Community Healthcare Workers: A Cross-Sectional Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Data Collection
2.2. Survey Instrument
2.3. Study Measures
2.4. Statistics Analysis
2.5. Ethical Approval
3. Results
3.1. Demographics
3.2. IVH
3.3. IVH Scores of all Variables of the “3Cs” Model
3.4. Criterion Validity of the Scales
3.5. Subgroups and Characteristics of IVH
3.6. Determinants of IVH
3.7. Influenza Vaccination Status, Willingness to Be Vaccinated, and Recommend Vaccination to Patients
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Iuliano, A.D.; Roguski, K.M.; Chang, H.H.; Muscatello, D.J.; Palekar, R.; Tempia, S.; Cohen, C.; Gran, J.M.; Schanzer, D.; Cowling, B.J.; et al. Estimates of global seasonal influenza-associated respiratory mortality: A modelling study. Lancet 2018, 391, 1285–1300. [Google Scholar] [CrossRef]
- Li, L.; Liu, Y.; Wu, P.; Peng, Z.; Wang, X.; Chen, T.; Wong, J.Y.T.; Yang, J.; Bond, H.S.; Wang, L.; et al. Influenza-associated excess respiratory mortality in China, 2010–15: A population-based study. Lancet Public Health 2019, 4, e473–e481. [Google Scholar] [CrossRef]
- Kuster, S.; Shah, P.S.; Coleman, B.L.; Lam, P.-P.; Tong, A.; Wormsbecker, A.; McGeer, A. Incidence of Influenza in Healthy Adults and Healthcare Workers: A Systematic Review and Meta-Analysis. PLoS ONE 2011, 6, e26239. [Google Scholar] [CrossRef] [PubMed]
- Domnich, A.; de Waure, C. Comparative effectiveness of adjuvanted versus high-dose seasonal influenza vaccines for older adults: A systematic review and meta-analysis. Int. J. Infect. Dis. 2022, 122, 855–863. [Google Scholar] [CrossRef]
- Kliner, M.; Keenan, A.; Sinclair, D.; Ghebrehewet, S.; Garner, P. Influenza vaccination for healthcare workers in the UK: Appraisal of systematic reviews and policy options. BMJ Open 2016, 6, e012149. [Google Scholar] [CrossRef]
- Ng, A.; Lai, C. Effectiveness of seasonal influenza vaccination in healthcare workers: A systematic review. J. Hosp. Infect. 2011, 79, 279–286. [Google Scholar] [CrossRef]
- Vaccines against influenza WHO position paper–November 2012. Wkly. Epidemiol. Rec. 2012, 87, 461–476.
- Maltezou, H.C.; Botelho-Nevers, E.; Brantsæter, A.B.; Carlsson, R.-M.; Heininger, U.; Hübschen, J.M.; Josefsdottir, K.S.; Kassianos, G.; Kyncl, J.; Ledda, C.; et al. Vaccination of healthcare personnel in Europe: Update to current policies. Vaccine 2019, 37, 7576–7584. [Google Scholar] [CrossRef]
- National Immunization Advisory Committee Technical Working Group. Technical guidelines for seasonal influenza vaccination in China (2020–2021). Zhonghua Yu Fang Yi Xue Za Zhi 2020, 54, 1035–1059. [Google Scholar] [CrossRef]
- Gadsden, T.; Bateman-Steel, C.R.; Chaverot, S.; Ressler, K.-A.; Chee, K.; Redwood, L.; Ferson, M.J. Using a computerised database (REDCap) to monitor influenza vaccination coverage of healthcare workers and staff in South Eastern Sydney Local Health District. Aust. Health Rev. 2021, 45, 97–103. [Google Scholar] [CrossRef]
- Kopsidas, I.; Tsopela, G.-C.; Maroudi-Manta, S.; Kourkouni, E.; Charalampopoulos, D.; Sirogianni, A.; Collins, M.E.; Lourida, A.; Kourlaba, G.; Zaoutis, T.E.; et al. Increasing healthcare workers’ uptake of seasonal influenza vaccination in a tertiary-care pediatric hospital in Greece with a low-cost, tailor-made, multifaceted strategy. Vaccine 2020, 38, 4609–4615. [Google Scholar] [CrossRef] [PubMed]
- Black, C.L.; Yue, X.; Ball, S.W.; Fink, R.V.; De Perio, M.A.; Laney, A.S.; Williams, W.W.; Graitcer, S.B.; Fiebelkorn, A.P.; Lu, P.-J.; et al. Influenza Vaccination Coverage Among Health Care Personnel—United States, 2017–18 Influenza Season. MMWR. Morb. Mortal. Wkly. Rep. 2018, 67, 1050–1054. [Google Scholar] [CrossRef] [PubMed]
- To, K.; Lai, A.; Lee, K.; Koh, D.; Lee, S. Increasing the coverage of influenza vaccination in healthcare workers: Review of challenges and solutions. J. Hosp. Infect. 2016, 94, 133–142. [Google Scholar] [CrossRef] [PubMed]
- Wang, Q.; Yue, N.; Zheng, M.; Wang, D.; Duan, C.; Yu, X.; Zhang, X.; Bao, C.; Jin, H. Influenza vaccination coverage of population and the factors influencing influenza vaccination in mainland China: A meta-analysis. Vaccine 2018, 36, 7262–7269. [Google Scholar] [CrossRef] [PubMed]
- The Lancet Child & Adolescent Health Vaccine hesitancy: A generation at risk. Lancet Child Adolesc. Health 2019, 3, 281. [CrossRef]
- Larson, H.J. The state of vaccine confidence. Lancet 2018, 392, 2244–2246. [Google Scholar] [CrossRef]
- Schmid, P.; Rauber, D.; Betsch, C.; Lidolt, G.; Denker, M.-L. Barriers of Influenza Vaccination Intention and Behavior–A Systematic Review of Influenza Vaccine Hesitancy, 2005–2016. PLoS ONE 2017, 12, e0170550. [Google Scholar] [CrossRef]
- Adeyanju, G.C.; Engel, E.; Koch, L.; Ranzinger, T.; Shahid, I.B.M.; Head, M.G.; Eitze, S.; Betsch, C. Determinants of influenza vaccine hesitancy among pregnant women in Europe: A systematic review. Eur. J. Med Res. 2021, 26, 1–12. [Google Scholar] [CrossRef]
- Jarrett, C.; Wilson, R.; O’Leary, M.; Eckersberger, E.; Larson, H.J.; Eskola, J.; Liang, X.; Chaudhuri, M.; Dube, E.; Gellin, B.; et al. Strategies for Addressing Vaccine Hesitancy-A Systematic Review. Vaccine 2015, 33, 4180–4190. [Google Scholar] [CrossRef]
- Schuster, M.; Eskola, J.; Duclos, P. Review of vaccine hesitancy: Rationale, remit and methods. Vaccine 2015, 33, 4157–4160. [Google Scholar] [CrossRef]
- Quinn, S.C.; Jamison, A.M.; An, J.; Hancock, G.R.; Freimuth, V.S. Measuring vaccine hesitancy, confidence, trust and flu vaccine uptake: Results of a national survey of White and African American adults. Vaccine 2019, 37, 1168–1173. [Google Scholar] [CrossRef] [PubMed]
- Sallam, M.; Ghazy, R.M.; Al-Salahat, K.; Al-Mahzoum, K.; AlHadidi, N.M.; Eid, H.; Kareem, N.; Al-Ajlouni, E.; Batarseh, R.; Ababneh, N.A.; et al. The Role of Psychological Factors and Vaccine Conspiracy Beliefs in Influenza Vaccine Hesitancy and Uptake among Jordanian Healthcare Workers during the COVID-19 Pandemic. Vaccines 2022, 10, 1355. [Google Scholar] [CrossRef] [PubMed]
- Wei, Z.; Sun, X.; Yang, Y.; Zhan, S.; Fu, C. Seasonal influenza vaccine hesitancy profiles and determinants among Chinese children’s guardians and the elderly. Expert Rev. Vaccines 2021, 20, 601–610. [Google Scholar] [CrossRef] [PubMed]
- Web Version Only. National Regulation for Vaccine Distribution and Administration (2016 Version). (In Chinese). Available online: www.gov.cn/zhengce/content/2016-04/25/content_5067597.htm (accessed on 1 July 2022).
- Hemingway, C.O.; Poehling, K.A. Change in Recommendation Affects Influenza Vaccinations Among Children 6 to 59 Months of Age. Pediatrics 2004, 114, 948–952. [Google Scholar] [CrossRef]
- Lutz, C.S.; Fink, R.V.; Cloud, A.J.; Stevenson, J.; Kim, D.; Fiebelkorn, A.P. Factors associated with perceptions of influenza vaccine safety and effectiveness among adults, United States, 2017–2018. Vaccine 2019, 38, 1393–1401. [Google Scholar] [CrossRef]
- Santibanez, T. Behavior and Beliefs About Influenza Vaccine Among Adults Aged 5064 Years. Am. J. Health Behav. 2010, 34, 77–89. [Google Scholar] [CrossRef]
- Song, Y.; Zhang, T.; Chen, L.; Yi, B.; Hao, X.; Zhou, S.; Zhang, R.; Greene, C. Increasing seasonal influenza vaccination among high risk groups in China: Do community healthcare workers have a role to play? Vaccine 2017, 35, 4060–4063. [Google Scholar] [CrossRef]
- Guay, M.; Gosselin, V.; Petit, G.; Baron, G.; Gagneur, A. Determinants of vaccine hesitancy in Quebec: A large population-based survey. Hum. Vaccines Immunother. 2019, 15, 2527–2533. [Google Scholar] [CrossRef]
- Miko, D.; Costache, C.; Colosi, H.A.; Neculicioiu, V.; Colosi, I.A. Qualitative Assessment of Vaccine Hesitancy in Romania. Medicina 2019, 55, 282. [Google Scholar] [CrossRef]
- Salmon, D.A.; Dudley, M.Z.; Glanz, J.M.; Omer, S.B. Vaccine hesitancy: Causes, consequences, and a call to action. Vaccine 2015, 33 (Suppl. 4), D66–D71. [Google Scholar] [CrossRef]
- Al Awaidy, S.T.; Al Mayahi, Z.K.; Kaddoura, M.; Mahomed, O.; Lahoud, N.; Abubakar, A.; Zaraket, H. Influenza Vaccination Hesitancy among Healthcare Workers in South Al Batinah Governorate in Oman: A Cross-Sectional Study. Vaccines 2020, 8, 661. [Google Scholar] [CrossRef] [PubMed]
- Lorenc, T.; Marshall, D.; Wright, K.; Sutcliffe, K.; Sowden, A. Seasonal influenza vaccination of healthcare workers: Systematic review of qualitative evidence. BMC Health Serv. Res. 2017, 17, 1–8. [Google Scholar] [CrossRef] [PubMed]
- González-Block, M.; Arroyo-Laguna, J.; Rodríguez-Zea, B.; Pelcastre-Villafuerte, B.E.; Gutiérrez-Calderón, E.; Díaz-Portillo, S.P.; Puentes-Rosas, E.; Sarti, E. The importance of confidence, complacency, and convenience for influenza vaccination among key risk groups in large urban areas of Peru. Hum. Vaccines Immunother. 2020, 17, 465–474. [Google Scholar] [CrossRef] [PubMed]
- Trivalle, C.; Okenge, E.; Hamon, B.; Taillandier, J.; Falissard, B. Factors That Influence Influenza Vaccination Among Healthcare Workers in a French Geriatric Hospital. Infect. Control Hosp. Epidemiol. 2006, 27, 1278–1280. [Google Scholar] [CrossRef] [PubMed]
- Morales, K.F.; Menning, L.; Lambach, P. The faces of influenza vaccine recommendation: A Literature review of the determinants and barriers to health providers’ recommendation of influenza vaccine in pregnancy. Vaccine 2020, 38, 4805–4815. [Google Scholar] [CrossRef]
- Zhang, W.; Hirve, S.; Kieny, M.-P. Seasonal vaccines–Critical path to pandemic influenza response. Vaccine 2017, 35, 851–852. [Google Scholar] [CrossRef]
- Bish, A.; Yardley, L.; Nicoll, A.; Michie, S. Factors associated with uptake of vaccination against pandemic influenza: A systematic review. Vaccine 2011, 29, 6472–6484. [Google Scholar] [CrossRef]
- Jorgensen, P.; Mereckiene, J.; Cotter, S.; Johansen, K.; Tsolova, S.; Brown, C. How close are countries of the WHO European Region to achieving the goal of vaccinating 75% of key risk groups against influenza? Results from national surveys on seasonal influenza vaccination programmes, 2008/2009 to 2014/2015. Vaccine 2017, 36, 442–452. [Google Scholar] [CrossRef]
- Xu, L.; Zhao, J.; Peng, Z.; Ding, X.; Li, Y.; Zhang, H.; Feng, H.; Zheng, J.; Cao, H.; Ma, B.; et al. An Exploratory Study of Influenza Vaccination Coverage in Healthcare Workers in a Western Chinese City, 2018–2019: Improving Target Population Coverage Based on Policy Interventions. Vaccines 2020, 8, 92. [Google Scholar] [CrossRef]
- Du, F.; Chantler, T.; Francis, M.R.; Sun, F.Y.; Zhang, X.; Han, K.; Rodewald, L.; Yu, H.; Tu, S.; Larson, H.; et al. Access to Vaccination Information and Confidence/Hesitancy towards Childhood Vaccination: A Cross-Sectional Survey in China. Vaccines 2021, 9, 201. [Google Scholar] [CrossRef]
- Li, Q.; Tang, B.; Bragazzi, N.L.; Xiao, Y.; Wu, J. Modeling the impact of mass influenza vaccination and public health interventions on COVID-19 epidemics with limited detection capability. Math. Biosci. 2020, 325, 108378. [Google Scholar] [CrossRef] [PubMed]
- Yi, B.; Zhou, S.; Song, Y.; Chen, E.; Lao, X.; Cai, J.; Greene, C.M.; Feng, L.; Zheng, J.; Yu, H.; et al. Innovations in adult influenza vaccination in China, 2014–2015: Leveraging a chronic disease management system in a community-based intervention. Hum. Vaccines Immunother. 2017, 14, 947–951. [Google Scholar] [CrossRef]
- Maltezou, H.C.; Poland, G.A. Vaccination policies for healthcare workers in Europe. Vaccine 2014, 32, 4876–4880. [Google Scholar] [CrossRef] [PubMed]
- Maltezou, H.C.; Theodoridou, K.; Ledda, C.; Rapisarda, V.; Theodoridou, M. Vaccination of healthcare workers: Is mandatory vaccination needed? Expert Rev. Vaccines 2018, 18, 5–13. [Google Scholar] [CrossRef] [PubMed]
- Stuart, M.J. Review of strategies to enhance the uptake of seasonal influenza vaccination by Australian healthcare workers. Commun. Dis. Intell. Q. Rep. 2012, 36, E268–E276. [Google Scholar]
- Maltezou, H.C.; Tsakris, A. Vaccination of health-care workers against influenza: Our obligation to protect patients. Influenza Other Respir Viruses 2011, 5, 382–388. [Google Scholar] [CrossRef]
- Gualano, M.R.; Corradi, A.; Voglino, G.; Catozzi, D.; Olivero, E.; Corezzi, M.; Bert, F.; Siliquini, R. Healthcare Workers’ (HCWs) attitudes towards mandatory influenza vaccination: A systematic review and meta-analysis. Vaccine 2021, 39, 901–914. [Google Scholar] [CrossRef]
- Halpin, C.; Reid, B. Attitudes and beliefs of healthcare workers about influenza vaccination. Nurs. Older People 2019, 31, 32–39. [Google Scholar] [CrossRef]
- Shavell, V.I.; Moniz, M.H.; Gonik, B.; Beigi, R.H. Influenza immunization in pregnancy: Overcoming patient and health care provider barriers. Am. J. Obstet. Gynecol. 2012, 207, S67–S74. [Google Scholar] [CrossRef]
- Wagner, A.L.; Montgomery, J.P.; Xu, W.; Boulton, M.L. Influenza vaccination of adults with and without high-risk health conditions in China. J. Public Health 2016, 39, 358–365. [Google Scholar] [CrossRef]
- Nichol, K.L.; Zimmerman, R. Generalist and Subspecialist Physicians’ Knowledge, Attitudes, and Practices Regarding Influenza and Pneumococcal Vaccinations for Elderly and Other High-Risk Patients. Arch. Intern. Med. 2001, 161, 2702–2708. [Google Scholar] [CrossRef] [PubMed]
- Durando, P.; Alicino, C.; Dini, G.; Barberis, I.; Bagnasco, A.; Iudici, R.; Zanini, M.; Martini, M.; Toletone, A.; Paganino, C.; et al. Determinants of adherence to seasonal influenza vaccination among healthcare workers from an Italian region: Results from a cross-sectional study. BMJ Open 2016, 6, e010779. [Google Scholar] [CrossRef] [PubMed]
Variables | Sample Size, n (%) | Positive | 2 | p | |
---|---|---|---|---|---|
N | % | ||||
Gender | 6.423 | 0.011 | |||
Male | 293 (28.5) | 210 | 31.0 | ||
Female | 737 (71.5) | 467 | 69.0 | ||
Age (years) | 21.378 | <0.001 | |||
<30 | 240 (23.3) | 137 | 20.2 | ||
30– | 317 (30.8) | 195 | 28.8 | ||
40– | 473 (45.9) | 345 | 52.0 | ||
Residence | 0.019 | 0.89 | |||
Urban | 467 (45.3) | 308 | 45.5 | ||
Rural | 563 (54.7) | 367 | 54.5 | ||
Education level | 15.036 | <0.001 | |||
High/secondary school or lower | 155 (15.1) | 121 | 17.9 | ||
Junior college | 377 (36.6) | 251 | 37.1 | ||
Bachelor degree or above | 698 (48.3) | 305 | 45.0 | ||
Professional category | 15.229 | 0.009 | |||
Clinical | 323 (31.4) | 217 | 32.1 | ||
Traditional Chinese medicine | 85 (8.2) | 52 | 7.7 | ||
Integrative medicine | 116 (11.3) | 93 | 13.7 | ||
Nursing | 341 (33.1) | 216 | 31.9 | ||
Preventive medicine/public health | 45 (4.4) | 28 | 4.1 | ||
Other | 120 (11.6) | 71 | 10.5 | ||
Years engaged in medical service | |||||
<10 | 386 (37.5) | 221 | 32.6 | 19.681 | <0.001 |
≥10 | 644 (62.5) | 456 | 67.4 | ||
Professional qualifications | 1.506 | 0.68 | |||
Primary or lower | 693 (67.3) | 451 | 66.6 | ||
Middle title | 265 (25.7) | 181 | 26.7 | ||
Senior title | 72 (7.0) | 45 | 6.7 | ||
Self-reported health condition | 5.608 | 0.061 | |||
Good | 763 (74.0) | 488 | 72.1 | ||
General | 187 (18.2) | 128 | 18.9 | ||
Fair/Poor | 80 (7.8) | 61 | 9.0 |
Dimension | Item | Total (n = 1030) | Vaccine Hesitancy | t | p | |
---|---|---|---|---|---|---|
Yes (n = 677) | No (n = 353) | |||||
Confidence | 10.5 ± 1.1 | 10.2 ± 0.9 | 11.1 ± 1.3 | 11.378 | <0.001 | |
Effective | Flu vaccine is effective. | 4.1 ± 0.7 | 3.9 ± 0.5 | 4.6 ± 0.9 | 13.427 | <0.001 |
Safety | Flu vaccine is safe. | 4.1 ± 0.6 | 3.9 ± 0.5 | 4.6 ± 0.6 | 16.657 | <0.001 |
Trust in the vaccine delivery system | I worry about flu vaccine for vaccine incidents. | 2.2 ± 0.8 | 2.3 ± 0.6 | 1.9 ± 0.9 | −7.997 | <0.001 |
Complacency | 11.5 ± 1.8 | 10.8 ± 1.4 | 12.7 ± 1.9 | 16.391 | <0.001 | |
Importance | I have a high risk of getting flu. | 3.7 ± 0.8 | 3.4 ± 0.7 | 4.1 ± 0.9 | 12.125 | <0.001 |
Severity | Flu is a big threat to my health. | 3.7 ± 0.8 | 3.5 ± 0.7 | 4.1 ± 0.9 | 12.012 | <0.001 |
Necessity | Flu vaccine is necessary to prevent me from getting flu. | 4.1 ± 0.6 | 3.9 ± 0.5 | 4.5 ± 0.7 | 15.257 | <0.001 |
Convenience | 12.0 ± 1.8 | 11.3 ± 1.5 | 13.2 ± 1.8 | 16.856 | <0.001 | |
The traffic from my house to the clinic is convenient. | 4.1 ± 0.7 | 3.9 ± 0.6 | 4.6 ± 0.6 | 15.829 | <0.001 | |
I can afford the flu vaccine. | 3.9 ± 0.8 | 3.6 ± 0.7 | 4.2 ± 0.8 | 11.971 | <0.001 | |
I can easily find time to the clinic for flu vaccination. | 4.0 ± 0.7 | 3.8 ± 0.6 | 4.4 ± 0.7 | 13.827 | <0.001 |
Variables | n | Mean | SD | t | p |
---|---|---|---|---|---|
Future influenza vaccination intention (N = 831) | |||||
Hesitant | 196 | 32.4 | 3.3 | 8.264 | <0.001 |
Completely agree | 635 | 34.8 | 3.7 | ||
Influenza vaccination experience (N = 831) | |||||
Never vaccinated | 554 | 33.2 | 3.6 | 6.462 | <0.001 |
Vaccinated before | 476 | 34.7 | 3.9 |
Variables | Unadjusted OR (95% CI) | p | Adjusted OR (95% CI) | p |
---|---|---|---|---|
Gender | ||||
Male | 1.00 | |||
Female | 0.69 (0.51–0.94) | 0.018 | ||
Age (years) | ||||
<30 | 1.00 | 1.00 | ||
30– | 1.20 (0.84–1.70) | 0.314 | 1.51 (0.95–2.41) | 0.084 |
40– | 1.99 (1.43–2.78) | <0.001 | 3.02 (1.92–4.76) | <0.001 |
Residence | ||||
Urban | 1.00 | |||
Rural | 1.05 (0.80–1.37) | 0.731 | ||
Educational level | ||||
High/secondary school or lower | 1.00 | |||
Junior college | 0.58 (0.37–0.90) | 0.016 | ||
Bachelor degree or above | 0.47 (0.31–0.72) | <0.001 | ||
Years engaged in medical service | ||||
<10 | 1.00 | |||
≥10 | 1.76 (1.34–2.31) | <0.001 | ||
Professional qualifications | ||||
Primary or lower | 1.00 | |||
Middle title | 1.17 (0.86–1.60) | 0.315 | ||
Senior title | 0.86 (0.52–1.44) | 0.572 | ||
Self-reported health condition | ||||
Good | 1.00 | |||
General | 1.24 (0.87–1.76) | 0.234 | ||
Fair/Poor | 1.68 (0.98–2.87) | 0.059 | ||
Knowledge | ||||
The flu vaccine vaccination rates in China (ref = know) | ||||
Don’t know | 1.36 (1.02–1.81) | 0.036 | 1.46 (1.01–2.11) | 0.044 |
Flu is different from common cold (ref = know) | ||||
Don’t know | 2.31 (1.34–3.98) | 0.016 | ||
The whole population is susceptible to flu (ref = know) | ||||
Don’t know | 2.73 (1.20–6.18) | 0.016 | ||
Flu can be spread through respiratory droplets, or through direct or indirect contact with mucous membranes such as the mouth, nose and eyes (ref = know) | ||||
Do not know | 1.17 (0.51–2.67) | 0.72 | ||
Experience | ||||
Had a flu before (ref = No or not clear) | ||||
Yes | 1.00 (0.65–1.54) | 0.99 | ||
Had flu-like symptoms before (ref = No or not clear) | ||||
Yes | 0.87 (0.63–1.20) | 0.395 | ||
Had been vaccinated influenza vaccine in the past year (ref = No) | ||||
Yes | 0.47 (0.36–0.61) | <0.001 | 0.67 (0.48–0.95) | 0.024 |
Communities (CHSC) have promoted flu vaccination (ref = No or not clear) | ||||
Yes | 0.64 (0.43–0.96) | 0.029 | ||
“3Cs” | ||||
Complacency (ref = No) | ||||
Yes | 5.39 (3.96–7.34) | <0.001 | 4.55 (3.14–6.60) | <0.001 |
Confidence (ref = No) | ||||
Yes | 0.09 (0.06–0.12) | <0.001 | 0.08 (0.06–0.12) | <0.001 |
Convenience (ref = No) | ||||
Yes | 0.22 (0.16–0.32) | <0.001 | 0.34 (0.23–0.52) | <0.001 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Yang, X.; Tang, W.; Tan, Q.; Mao, D.; Ding, X. The Vaccine Hesitancy Profiles and Determinants of Seasonal Influenza among Chinese Community Healthcare Workers: A Cross-Sectional Study. Vaccines 2022, 10, 1547. https://doi.org/10.3390/vaccines10091547
Yang X, Tang W, Tan Q, Mao D, Ding X. The Vaccine Hesitancy Profiles and Determinants of Seasonal Influenza among Chinese Community Healthcare Workers: A Cross-Sectional Study. Vaccines. 2022; 10(9):1547. https://doi.org/10.3390/vaccines10091547
Chicago/Turabian StyleYang, Xianxian, Wenge Tang, Qiang Tan, Deqiang Mao, and Xianbin Ding. 2022. "The Vaccine Hesitancy Profiles and Determinants of Seasonal Influenza among Chinese Community Healthcare Workers: A Cross-Sectional Study" Vaccines 10, no. 9: 1547. https://doi.org/10.3390/vaccines10091547
APA StyleYang, X., Tang, W., Tan, Q., Mao, D., & Ding, X. (2022). The Vaccine Hesitancy Profiles and Determinants of Seasonal Influenza among Chinese Community Healthcare Workers: A Cross-Sectional Study. Vaccines, 10(9), 1547. https://doi.org/10.3390/vaccines10091547