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http://dx.doi.org/10.4094/chnr.2019.25.4.458

A Text Mining Analysis of HPV Vaccination Research Trends  

Son, Yedong (College of Nursing, Woosuk University)
Kang, Hee Sun (Red Cross College of Nursing, Chung-Ang University)
Publication Information
Child Health Nursing Research / v.25, no.4, 2019 , pp. 458-467 More about this Journal
Abstract
Purpose: The purpose of this study was to identify human papillomavirus (HPV) vaccination research trends by visualizing a keyword network. Methods: Articles about HPV vaccination were retrieved from the PubMed and Web of Science databases. A total of 1,448 articles published in 2006~2016 were selected. Keywords from the abstracts of these articles were extracted using the text mining program WordStat and standardized for analysis. Sixty-four keywords out of 287 were finally chosen after pruning. Social network analysis using NetMiner was applied to analyze the whole keyword network and the betweenness centrality of the network. Results: According to the results of the social network analysis, the central keywords with high betweenness centrality included "health education", "health personnel", "parents", "uptake", "knowledge", and "health promotion". Conclusion: To increase the uptake of HPV vaccination, health personnel should provide health education and vaccine promotion for parents and adolescents. Using social media, governmental organizations can offer accurate information that is easily accessible. School-based education will also be helpful.
Keywords
HPV vaccines; Uterine cervical cancer; Social network;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Wegwarth O, Kurzenhauser-Carstens S, Gigerenzer G. Overcoming the knowledge-behavior gap: The effect of evidence-based HPV vaccination leaflets on understanding, intention, and actual vaccination decision. Vaccine. 2014;32(12):1388-1393. https://doi.org/10.1016/j.vaccine.2013.12.038   DOI
2 Bartlett JA, Peterson JA. The uptake of human papillomavirus (HPV) vaccine among adolescent females in the United States: A review of the literature. The Journal of School Nursing. 2011;27(6):434-446. https://doi.org/10.1177/1059840511415861   DOI
3 Rosen B, Goodson P. A recommendation to use the diffusion of innovations theory to understand school nurses' role in HPV vaccine uptake. International Quarterly of Community Health Education. 2014;34(1):37-49. https://doi.org/10.2190/iq.34.1.d   DOI
4 World Health Organization. Comprehensive cervical cancer control [Internet]. 2nd ed. Geneva: World Health Organization; 2014.
5 Loke AY, Kwan ML, Wong YT, Wong AKY. The uptake of human papillomavirus vaccination and its associated factors among adolescents: A systematic review. Journal of Primary Care and Community Health. 2017;8(4):349-362. https://doi.org/10.1177/2150131917742299   DOI
6 Jung KW, Won YJ, Oh CM, Kong HJ, Lee DH, Lee KH. Cancer statistics in Korea: Incidence, mortality, survival, and prevalence in 2014. Cancer Research and Treatment. 2017;49(2):292-305. https://doi.org/10.4143/crt.2017.118   DOI
7 Bayas JM, Costas L, Munoz A. Cervical cancer vaccination indications, efficacy, and side effects. Gynecologic Oncology. 2008;110(3 Suppl 2):S11-S14. https://doi.org/10.1016/j.ygyno.2008.05.011   DOI
8 World Health Organization. Human papillomavirus vaccines: WHO position paper, October 2014.Weekly Epidemiologique Hebdomadaire. 2014;89(43):465-491.
9 Ministry of Health and Welfare. Press realease [Internet]. Sejong: Ministry of Health and Welfare; 2017 [cited 2018 January 23]. Available from: http://www.mohw.go.kr/react/al/sal0301vw.jsp?PAR_MENU_ID=04&MENU_ID=0403&CONT_SEQ=343658&page=1.
10 Ki M, Choi HY, Han M, Oh JK. The economic burden of human papillomavirus infection-associated diseases in the Republic of Korea, 2002-2015. Vaccine. 2018;36(31):4633-4640. https://doi.org/10.1016/j.vaccine.2018.06.046   DOI
11 Kim BG. Update of human papillomavirus vaccination. Journal of the Korean Medical Association. 2015;58(4):313-318. https://doi.org/10.5124/jkma.2015.58.4.313   DOI
12 Kessels SJ, Marshall HS, Watson M, Braunack-Mayer AJ, Reuzel R, Tooher RL. Factors associated with HPV vaccine uptake in teenage girls: A systematic review. Vaccine. 2012;30(24):3546-3556. https://doi.org/10.1016/j.vaccine.2012.03.063   DOI
13 Brewer NT, Fazekas KI. Predictors of HPV vaccine acceptability: A theory-informed, systematic review. Preventive Medicine. 2007;45(2-3):107-114. https://doi.org/10.1016/j.ypmed.2007.05.013   DOI
14 Fu LY, Bonhomme LA, Cooper SC, Joseph JG, Zimet GD. Educational interventions to increase HPV vaccination acceptance: A systematic review. Vaccine. 2014;32(17):1901-1920. https://doi.org/10.1016/j.vaccine.2014.01.091   DOI
15 Hyder AA, Corluka A, Winch PJ, El-Shinnawy A, Ghassany H, Malekafzali H, et al. National policy-makers speak out: Are researchers giving them what they need? Health Policy and Planning. 2011;26(1):73-82. https://doi.org/10.1093/heapol/czq020   DOI
16 Chen X, Chen J, Wu D, Xie Y, Li J. Mapping the research trends by co-word analysis based on keywords from funded project. Procedia Computer Science. 2016;91:547-555. https://doi.org/10.1016/j.procs.2016.07.140   DOI
17 Surian D, Nguyen DQ, Kennedy G, Johnson M, Coiera E, Dunn AG. Characterizing twitter discussions about HPV vaccines using topic modeling and community detection. Journal of Medical Internet Research. 2016;18(8):e232. https://doi.org/10.2196/jmir.6045   DOI
18 Dunn AG, Leask J, Zhou X, Mandl KD, Coiera E. Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: An observational study. Journal of Medical Internet Research. 2015;17(6):e144. https://doi.org/10.2196/jmir.4343   DOI
19 Ruiz JB, Barnett GA. Exploring the presentation of HPV information online: A semantic network analysis of websites. Vaccine. 2015;33(29):3354-3359. https://doi.org/10.1016/j.vaccine.2015.05.017   DOI
20 Ciftci SK, Danisman S, Yalcin M, Tosuntas SB, Ay Y, Solpuk N, et al. Map of scientific publication in the field of educational sciences and teacher education in Turkey: A bibliometric study. Educational Sciences. 2016;16(4):1097-1123. https://doi.org/10.12738/estp.2016.4.0009
21 Liddon N, Hood J, Wynn BA, Markowitz LE. Acceptability of human papillomavirus vaccine for males: A review of the literature. The Journal of Adolescent Health. 2010;46(2):113-123. https://doi.org/10.1016/j.jadohealth.2009.11.199   DOI
22 Scott J. Social network analysis. 3rd ed. Califonia: Sage Publications; 2012. p. 146-174.
23 Zhang C, Gotsis M, Jordan-Marsh M. Social media microblogs as an HPV vaccination forum. Human Vaccines and Immunotherapeutics. 2013;9(11):2483-2489. https://doi.org/10.4161/hv.25599   DOI
24 Bruni L, Diaz M, Barrionuevo-Rosas L, Herrero R, Bray F, Bosch FX, et al. Global estimates of human papillomavirus vaccination coverage by region and income level: A pooled analysis. The Lancet Global Health. 2016;4(7):e453-e463. https://doi.org/10.1016/s2214-109x(16)30099-7   DOI
25 Park S, Choi JS. Comparison of human papillomavirus vaccination status, associated with health belief and knowledge between male and female highschool students. Journal of Korean Biological Nursing Science. 2013;15(1):24-32. https://doi.org/10.7586/jkbns.2013.15.1.24   DOI
26 Ladner J, Besson MH, Rodrigues M, Audureau E, Saba J. Performance of 21 HPV vaccination programs implemented in low and middle-income countries, 2009-2013. BMC Public Health. 2014;14(1):670. https://doi.org/10.1186/1471-2458-14-670   DOI
27 Walling EB, Benzoni N, Dornfeld J, Bhandari R, Sisk BA, Garbutt J, et al. Interventions to improve HPV vaccine uptake: A systematic review. Pediatrics. 2016;138(1):e20153863. https://doi.org/10.1542/peds.2015-3863   DOI
28 Baker ML, Figueroa-Downing D, Chiang ED, Villa L, Baggio ML, Eluf-Neto J, et al. Paving pathways: Brazil's implementation of a national human papillomavirus immunization campaign. Revista Panamericana de Salud Publica. 2015;38(2):163-166.
29 Patel PR, Berenson AB. The internet's role in HPV vaccine education. Human Vaccines and Immunotherapeutics. 2014;10(5):1166-1170. https://doi.org/10.4161/hv.27967   DOI
30 Kester LM, Shedd-Steele RB, Dotson-Roberts CA, Smith J, Zimet GD. The effects of a brief educational intervention on human papillomavirus knowledge and intention to initiate HPV vaccination in 18-26 year old young adults. Gynecologic Oncology. 2014;132(Suppl 1):S9-S12. https://doi.org/10.1016/j.ygyno.2013.12.033   DOI