The research strategy found 1184 articles related to VH; 1084 (91.6%) research articles and 100 (8.4%) review articles. Of the retrieved articles, 1057 (89.3%) were available as open access. Of the retrieved articles, 71 (6.0%) were published in 2020 while 1113 (94.0%) were published in 2021, a 16-fold increase in the number of publications. Of the retrieved articles, 1156 (97.6%) were unilingual (English only) while 28 (2.4%) were bilingual (English plus another language).
The retrieved articles were disseminated in 435 peer-reviewed journals. Three hundred and eleven journals published one article each while 12 journals published 10 or more articles each. Journals publishing 10 or more articles were considered core journals. The core journals published 505 (42.7%) articles. The Vaccines (Switzerland) journal was the major contributor (n = 218, 18.4%) to the retrieved articles. Table 1 shows the list of core journals contributing 10 or more articles each. The Plos One and Vaccine (Netherlands) ranked second and third with 52 (4.4%) and 48 (4.0%) articles respectively.
Table 1
Core journals publishing at least 10 articles on COVID-19 vaccine hesitancy
Journal
|
Frequency (%)
N = 1184
|
Impact Factor*
|
Vaccines
|
218 (18.4)
|
4.422
|
Plos One
|
52 (4.4)
|
3.240
|
Vaccine
|
48 (4.1)
|
3.641
|
International Journal Of Environmental Research And Public Health
|
46 (3.9)
|
3.390
|
Human Vaccines And Immunotherapeutics
|
34 (2.9)
|
3.452
|
Frontiers In Public Health
|
33 (2.8)
|
3.709
|
BMC Public Health
|
19 (1.6)
|
3.295
|
Journal Of Medical Internet Research
|
12 (1.0)
|
5.428
|
BMJ Clinical Research Ed
|
11 (0.9)
|
-
|
Infection And Drug Resistance
|
11 (0.9)
|
4.003
|
JMIR Public Health And Surveillance
|
11 (0.9)
|
4.112
|
Frontiers In Medicine
|
10 (0.8)
|
5.091
|
Impact factors were obtained from the latest Journal Citation Report (2021) published by Clarivate |
Authors from 120 different countries participated in publishing the retrieved articles; more than 60% of the number of States (n = 195) in the United Nations. Authors from the US participated in 402 (36.2%) articles. Table 2 lists core countries (n = 43) with a minimum contribution of 10 articles. China ranked third and Saudi Arabia ranked sixth in the core list. The core list included seven countries in the Eastern Mediterranean region (Saudi Arabia, Jordan, United Arab Emirates, Iran, Qatar, Egypt, and Pakistan) and two in the African region (South Africa and Nigeria).
Table 2
Core countries publishing at least 10 articles on COVID-19 vaccine hesitancy
Country
|
Frequency (%)
N = 1184
|
United States
|
402 (34.0)
|
United Kingdom
|
117 (9.9)
|
China
|
95 (8.0)
|
Italy
|
67 (5.7)
|
India
|
52 (4.4)
|
Saudi Arabia
|
47 (4.0)
|
Australia
|
41 (3.5)
|
Canada
|
40 (3.4)
|
Germany
|
39 (3.3)
|
France
|
34 (2.9)
|
Bangladesh
|
29 (2.4)
|
Hong Kong
|
27 (2.3)
|
Pakistan
|
27 (2.3)
|
Malaysia
|
26 (2.2)
|
Poland
|
25 (2.1)
|
Belgium
|
22 (1.9)
|
Israel
|
22 (1.9)
|
South Korea
|
22 (1.9)
|
Spain
|
22 (1.9)
|
Taiwan
|
22 (1.9)
|
Turkey
|
21 (1.8)
|
Ethiopia
|
20 (1.7)
|
United Arab Emirates
|
20 (1.7)
|
Brazil
|
19 (1.6)
|
Indonesia
|
19 (1.6)
|
Japan
|
19 (1.6)
|
Jordan
|
19 (1.6)
|
Switzerland
|
18 (1.5)
|
Singapore
|
17 (1.4)
|
Greece
|
15 (1.3)
|
Qatar
|
15 (1.3)
|
Romania
|
14 (1.2)
|
Egypt
|
13 (1.1)
|
Nigeria
|
13 (1.1)
|
South Africa
|
13 (1.1)
|
Sweden
|
13 (1.1)
|
Denmark
|
12 (1.0)
|
Ireland
|
12 (1.0)
|
Netherlands
|
12 (1.0)
|
Viet Nam
|
12 (1.0)
|
Czech Republic
|
11 (0.9)
|
Iran
|
11 (0.9)
|
Portugal
|
11 (0.9)
|
Authors from 41049 institutions/organizations participated in publishing the retrieved articles. Harvard University and Johns Hopkins University were the most active with 34 (2.9%) articles for each. Table 3 lists core institutions (n = 33) with a minimum contribution of 10 articles. The core list included four Chinese institutions/organizations and four institutions/organizations in the Arab region. The remaining institutions in the core list were those mainly present in North America, Europe, the Middle East, and the Western Pacific region.
Table 3
Core institutions/organizations publishing at least 10 articles on COVID-19 vaccine hesitancy
Institutions/Organization
|
Frequency (%)
N = 1184
|
Country Affiliation
|
Harvard University
|
34 (2.9)
|
US
|
Johns Hopkins University
|
34 (2.9)
|
US
|
London School of Hygiene & Tropical Medicine
|
18 (1.5)
|
UK
|
University of Pennsylvania
|
17 (1.4)
|
US
|
Yale University
|
16 (1.4)
|
US
|
University of Michigan, Ann Arbor
|
16 (1.4)
|
US
|
University of Toronto
|
14 (1.2)
|
Canada
|
University of California, San Francisco
|
14 (1.2)
|
US
|
Peking University
|
14 (1.2)
|
US
|
Emory University
|
14 (1.2)
|
US
|
University of California, Los Angeles
|
14 (1.2)
|
US
|
Columbia University
|
13 (1.1)
|
US
|
Stanford University
|
13 (1.1)
|
US
|
Chinese University of Hong Kong
|
12 (1.0)
|
China
|
Fudan University
|
11 (0.9)
|
China
|
King Saud University
|
11 (0.9)
|
Saudi Arabia
|
University of Washington
|
11 (0.9)
|
US
|
National University of Singapore
|
11 (0.9)
|
Singapore
|
University College London
|
11 (0.9)
|
UK
|
Al-Qassim University
|
11 (0.9)
|
Saudi Arabia
|
University of Oxford
|
11 (0.9)
|
UK
|
Inserm
|
10 (0.8)
|
France
|
The University of Hong Kong
|
10 (0.8)
|
China
|
University of Dhaka
|
10 (0.8)
|
Bangladesh
|
Indiana University School of Medicine
|
10 (0.8)
|
US
|
Rollins School of Public Health
|
10 (0.8)
|
US
|
Ministry of Health Saudi Arabia
|
10 (0.8)
|
Saudi Arabia
|
The University of Jordan
|
10 (0.8)
|
Jordan
|
In total, 7789 authors participated in publishing the retrieved articles giving an average of 6.6 authors per article. There were 87 (7.3%) single-authored articles, 110 (9.3%) two-authored articles, 140 (11.8%) three-authored articles, 149 (12.6%) four-authored articles, and 698 (59.0%) multi-authored (≥ 5) articles. Gori, D. (Italy) and Wagner A. L. (US) appeared to be the most active in this field. Table 4 lists core authors (n = 25) with a minimum contribution of five articles. The core list included authors mainly from the US, Saudi Arabia, Czech Republic, United Arab Emirates, and Italy
Table 4
Core authors publishing at least five articles on COVID-19 vaccine hesitancy
Author name
|
Frequency (%)
N = 1184
|
Country affiliation in Scopus
|
Gori, D.
|
7 (0.6)
|
Italy
|
Wagner, A.L.
|
7 (0.6)
|
US
|
Al-Tawfiq, J.A.
|
6 (0.5)
|
Saudi Arabia/ US
|
Omer, S.B.
|
6 (0.5)
|
US
|
Savoia, E.
|
6 (0.5)
|
US
|
Temsah, M.H.
|
6 (0.5)
|
Saudi Arabia
|
Al-Eyadhy, A.
|
5 (0.4)
|
Saudi Arabia
|
Alaraj, A.
|
5 (0.4)
|
Saudi Arabia
|
Alhaboob, A.
|
5 (0.4)
|
Saudi Arabia
|
Alhasan, K.
|
5 (0.4)
|
Saudi Arabia
|
Aljamaan, F.
|
5 (0.4)
|
Saudi Arabia
|
Barry, M.
|
5 (0.4)
|
Saudi Arabia
|
Colebunders, R.
|
5 (0.4)
|
Belgium
|
Halwani, R.
|
5 (0.4)
|
United Arab Emirates
|
Huynh, G.
|
5 (0.4)
|
Viet Nam
|
Jamal, A.
|
5 (0.4)
|
Saudi Arabia
|
Klugar, M.
|
5 (0.4)
|
Czech Republic
|
Larson, H.J.
|
5 (0.4)
|
UK
|
Lau, J.T.F.
|
5 (0.4)
|
Hong Kong/ China
|
Montalti, M.
|
5 (0.4)
|
Italy
|
Pal, S.
|
5 (0.4)
|
US
|
Riad, A.
|
5 (0.4)
|
Czech Republic
|
Saddik, B.
|
5 (0.4)
|
United Arab Emirates
|
Sallam, M.
|
5 (0.4)
|
Jordan
|
Sheikh, A.B.
|
5 (0.4)
|
US
|
Shekhar, R.
|
5 (0.4)
|
US
|
Figure 1 is a network visualization map of author keywords with a minimum occurrence of 10 times. Of the 1764 author keywords present in the dataset 53 met the minimum threshold of 10 occurrences and were processed. The two largest nodes in the map were "COVID-19" and "Vaccine Hesitancy". Keywords other than COVID-19 and VH included misinformation/trust, healthcare workers, safety, and pregnancy.
Figure 2 is a network visualization of terms in the titles/abstracts with a minimum occurrence of 10 times. Of the 18772 terms, 730 terms met the threshold of minimum occurrences of 10 times. Of the 730 terms, only the top 60% related terms (n = 438 terms) were processed. The most frequently encountered terms were questionnaire, SARS-COV2, immunity, challenge, and healthcare worker. The largest cluster (red) in the map appeared to focus on questionnaire-based cross-sectional studies on VH among healthcare workers. The second-largest cluster (green) in the map appeared to focus on misinformation/access/ social media as a challenge for vaccination programs. The third-largest cluster (blue) appeared to focus on review articles and the role of the type of vaccine as well as safety on VH. The smallest cluster (yellow) appeared to focus on VH based on ethnicity, gender, color, and culture.
Figure 3 is a co-citation mapping of journals that received at least 50 citations (n = 80). The size of the nodes in the map reflect the number of co-citation relationship with other journals in the cluster having one color. Journals with larger node sizes are the ones having the most important role in the emergence of the field of COVID-19 VH. The map shows four clusters. The largest nodes in each cluster represented journals that played a significant role in this field: Vaccine (Netherlands), Vaccines (Switzerland), Lancet, and BMJ journals.
Figure 4 is a map of cross-country collaboration. The map included countries (n = 43) with a minimum contribution of 10 articles. The map shows that the US and the UK occupy the center of the map with collaborative links with most countries on the map. Colors in the map represented countries with close research collaborative ties. The largest cluster (red cluster) represented the US and many European countries in one cluster. The blue cluster included several Arab countries while the green cluster included countries from Southeastern Asia and Western Pacific regions.
Figure 5 is a map showing collaborative links among authors (n = 26) with a minimum contribution of five articles. The map included 11 clusters. There was only one cluster having five or more authors each. The largest author network (red cluster) included 10 authors (eight from Saudi Arabia and two from the United Arab Emirates). The largest network is in close research collaboration with an international group consisting of authors from Saudi Arabia and the USA (Omer, S. B., and Temsah, M. H.)
The retrieved articles received 13383 citations; an average of 11.3 citations per article, and an h-index of 55.
Table 5 shows the top 10 cited articles [19, 20, 31–38]. The list included eight research articles and two review articles. Seven of the top 10 cited articles were published in 2020 and three were published in 2021. Two of the top-cited articles discussed factors behind VH. The top 10 cited articles were published in journals in diverse medical fields including internal medicine, public health, epidemiology, and immunology/microbiology.
Table 5
Top ten cited articles on COVID-19 vaccine hesitancy
Title
|
Year
|
Source title
|
Cited by
|
A global survey of potential acceptance of a COVID-19 vaccine
|
2021
|
Nature Medicine
|
523
|
Vaccine hesitancy: the next challenge in the fight against COVID-19
|
2020
|
European Journal of Epidemiology
|
393
|
Attitudes toward a potential SARS-CoV-2 vaccine: A survey of U.S. adults
|
2020
|
Annals of Internal Medicine
|
348
|
Determinants of COVID-19 vaccine acceptance in the US
|
2020
|
EClinical Medicine
|
313
|
Acceptability of a COVID-19 vaccine among adults in the United States: How many people would get vaccinated?
|
2020
|
Vaccine
|
286
|
Covid-19 vaccine hesitancy worldwide: A concise systematic review of vaccine acceptance rates
|
2021
|
Vaccines
|
263
|
Acceptance of covid-19 vaccination during the covid-19 pandemic in china
|
2020
|
Vaccines
|
225
|
Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom
|
2021
|
Nature Communications
|
213
|
Factors Associated With US Adults' Likelihood of Accepting COVID-19 Vaccination
|
2020
|
JAMA network open
|
202
|
The use of the health belief model to assess predictors of intent to receive the COVID-19 vaccine and willingness to pay
|
2020
|
Human Vaccines and Immunotherapeutics
|
188
|