Cited by 29Cervical Cancer and HPV ResearchVaccine Coverage and HesitancyWomen's cancer prevention and management

An integrative behavior theory derived model to assess factors affecting HPV vaccine acceptance using structural equation modeling

Open access
Degarege, Abraham, Krupp, Karl, Fennie, Kristopher, Srinivas, Vijaya, Li, Tan, Stephens, Dionne P., Madhivanan, Purnima·2019·Vaccine

Abstract

The study examined factors that affect parental intention-to-vaccinate adolescent daughters with HPV vaccine in Mysore district, India. A cross-sectional study was conducted among 1609 parents of adolescent girls attending schools in Mysore District between February 2010 and October 2011. A validated questionnaire was used to assess parental attitudes, beliefs related with HPV infection, cervical cancer, HPV vaccine and vaccination in general. Structural equation modeling was used to estimate parameters and assess whether a model based on the integrative behavior theory would fit the current data. More than two-thirds (78.0%) of parents would accept vaccinating their daughters with HPV vaccine. Intention to HPV vaccination significantly increased with increase in the perception of parents about the benefits (standardized regression coefficient (β) = 0.39) or sources of information about HPV vaccine (β = 0.24), but intention decreased significantly with an increase in the perception about barriers to HPV vaccination β = -0.44). The effect of beliefs about severity of HPV infection or cervical cancer (β = 0.20), and beliefs about benefits (β = 0.20) or barriers (β = -0.25) to vaccination in general on intention to HPV vaccination were significantly mediated by parental attitudes and source of information about the vaccine. Geographical location significantly moderated the awareness about HPV on beliefs about severity of HPV infection or cervical cancer (β = 0.33), and the effect of religion on norms related to HPV vaccination (β = 0.19). Fit of the model to the data was acceptable. This study identified modifiable parental attitudes about HPV vaccine and beliefs related with HPV infection, cervical cancer and vaccination, which predicted parental intention-to-vaccinate their daughters with HPV vaccine in India. Health education interventions tailored to counter parental negative attitudes and beliefs about HPV vaccine and vaccination in general would be important for the community to promote HPV vaccination.

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Crossref · 10.1016/j.vaccine.2019.01.012

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  • These misconceptions were especially prevalent in conservative or rural settings, where this was considered a stigma.

    “These misconceptions were especially prevalent in conservative or rural settings, where this was considered a stigma36,37.”

    From Barriers to HPV vaccination among adolescent girls in India: A scoping review (2026) · cites this paper as [36]

    The Introduction discusses misconceptions about HPV and its vaccine, and the Discussion reports that urban–rural residence moderated some parental beliefs. It does not say misconceptions were especially prevalent in rural or conservative settings or describe them as a stigma. The Discussion instead reports higher vaccination intention among rural than urban parents; page numbers were not available in our copy. (LLM, conf=0.82)

    Experimental — accuracy not yet measured
  • Community-level factors, including stigma, cultural norms, and religious beliefs, often reinforced vaccine hesitancy, though engagement with local leaders and culturally tailored interventions showed promise.

    “Community-level factors, including stigma, cultural norms, and religious beliefs, often reinforced vaccine hesitancy, though engagement with local leaders and culturally tailored interventions showed promise 28,30,34,36.”

    From Barriers to HPV vaccination among adolescent girls in India: A scoping review (2026) · cites this paper as [36]

    The Results and Discussion (page numbers unavailable) link religion and cultural practices to parental beliefs about HPV vaccination. The Introduction recommends adapting education programs to local culture and religion, but the paper does not report that such interventions were tested or showed promise. It does not address stigma or engagement with local leaders. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • Many respondents, especially mothers, were uncomfortable with their daughters receiving a vaccine against a sexually transmitted disease, frequently attributing this to ethical issues and the belief that it encourages immorality.

    “Many respondents, especially mothers, said they were uncomfortable with their daughters receiving a vaccine against a sexually transmitted disease, frequently attributing this to ethical issues and the belief that it encourages immorality36,37,45.”

    From Barriers to HPV vaccination among adolescent girls in India: A scoping review (2026) · cites this paper as [36]

    The Introduction (page unavailable) reports that parental beliefs that HPV vaccination could promote sexual promiscuity were associated with lower intention to vaccinate daughters. It does not establish that many respondents—especially mothers—said they were uncomfortable because the vaccine targets a sexually transmitted disease, or that they frequently cited ethical issues. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Religion was another factor, with some communities expressing stronger resistance due to their religious norms or misinformation within their social circles.

    “Religion was also found to be another factor, with some communities expressing stronger resistance due to their religious norms or misinformation within their social circles36,42.”

    From Barriers to HPV vaccination among adolescent girls in India: A scoping review (2026) · cites this paper as [36]

    The Results section (page unavailable) finds that religion was associated with vaccination-related norms: Muslim parents were less likely than non-Muslim parents to expect others to recommend HPV vaccination. It does not establish that religious norms caused stronger resistance, or that misinformation within social circles did so; Muslim parents were also less likely to hold negative beliefs about vaccination. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Girls from urban and higher socioeconomic backgrounds were more likely to have heard of HPV and the vaccine, whereas those from rural or tribal areas had lower awareness and greater scepticism.

    “Girls from urban and higher socioeconomic backgrounds were more likely to have heard of HPV and the vaccine, whereas those from rural or tribal areas were found to have lower awareness and greater scepticism31,32,36.”

    From Barriers to HPV vaccination among adolescent girls in India: A scoping review (2026) · cites this paper as [36]

    The Discussion reports that urban–rural residence moderated the relationship between parents’ HPV awareness and their vaccination beliefs. It does not establish that urban or higher-socioeconomic-status girls were more aware, or that rural or tribal girls were less aware and more sceptical. The Methods identify parents, not girls, as the survey respondents; page numbers are unavailable in our copy. (LLM, conf=0.72)

    Experimental — accuracy not yet measured

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Research works printed but not linked: 39

  1. [1]Mishra GA, Pimple SA, Shastri SS. Prevention of Cervix Cancer in India. Oncol 2016; 91: 1– 7. 27463969
  2. [2]Saxena U, Sauvaget C, Sankaranarayanan R. Evidence-based screening, early diagnosis and treatment strategy of cervical cancer for national policy in low-resource countries: example of India. Asian Pac J Cancer Prev 2012; 13(4): 1699– 703. 22799391
  3. [3]Bobdey S, Sathwara J, Jain A, Balasubramaniam G. Burden of cervical cancer and role of screening in India. Indian J Med Paediatr Oncol 2016; 37(4): 278– 285. 28144096 PMC5234166
  4. [4]Chatterjee S, Chattopadhyay A, Samanta L, Panigrahi P. HPV and Cervical Cancer Epidemiology - Current Status of HPV Vaccination in India. Asian Pac J Cancer Prev 2016; 17(8): 3663– 73. 27644600
  5. [5]Indian Academy of Pediatrics Committee on Immunization (IAPCOI). Consensus recommendations on immunization, 2008. Indian Pediatr 2008; 45: 635– 648. 18723905
  6. [6]Lamontagne DS, Sherris JD. Addressing questions about the HPV vaccine project in India. Lancet Oncol 2013; 14: e492. 24176568
  7. [10]Vashishtha VM, Choudhury P, Kalra A, Bose A, Thacker N, Yewale VN, Indian Academy of Pediatrics (IAP) recommended immunization schedule for children aged 0 through 18 years – India, 2014 and updates on immunization. Indian Pediatr 2014; 51: 785– 800. 25362009
  8. [11]Sabeena S, Bhat PV, Kamath V, Arunkumar G. Global human papilloma virus vaccine implementation: An update. J Obstet Gynaecol Res. 2018; 44(6): 989– 997. 29517117
  9. [12]Das M Cervical cancer vaccine controversy in India. Lancet Oncol. 2018; 19(2): e84. 29413482
  10. [14]Arora S National Immunization Schedule India: A Review. Res Rev J Immunol. 2017; ISSN: 7(3): 2349– 1280.
  11. [15]Santhanes D, Yong CP, Yap YY, Saw PS, Chaiyakunapruk N, Khan TM. Factors influencing intention to obtain the HPV vaccine in South East Asian and Western Pacific regions: A systematic review and meta-analysis. Sci Rep. 2018; 8(1): 3640. 29483541 PMC5832144
  12. [16]Paul P, Tanner AE, Gravitt PE, Vijayaraghavan K, Shah KV, Zimet GD, Study Group C. Acceptability of HPV vaccine implementation among parents in India. Health Care Women Int. 2014; 35(10): 1148– 61. 23611111 PMC4503242
  13. [17]Basu P, Mittal S. Acceptability of human papillomavirus vaccine among the urban, affluent and educated parents of young girls residing in Kolkata, Eastern India. J Obstet Gynaecol Res. 2011; 37(5): 393– 401. 21314807
  14. [18]Montgomery MP, Dune T, Shetty PK, Shetty AK. Knowledge and acceptability of human papillomavirus vaccination and cervical cancer screening among women in Karnataka, India. J Cancer Educ. 2015; 30(1): 130– 7. 25355525
  15. [19]Jaspers L, Budiningsih S, Wolterbeek R, Henderson FC, Peters AA. Parental acceptance of human papillomavirus (HPV) vaccination in Indonesia: a cross-sectional study. Vaccine 2011; 29(44): 7785– 93. 21821079
  16. [20]Charakorn C, Rattanasiri S, Lertkhachonsuk AA, Thanapprapasr D, Chittithaworn S, Wilailak S. Knowledge of Pap smear, HPV and the HPV vaccine and the acceptability of the HPV vaccine by Thai women. Asia Pac J Clin Oncol 2011; 7(2): 160– 7. 21585696
  17. [21]Hanley SJ, Yoshioka E, Ito Y, Konno R, Hayashi Y, Kishi R, Sakuragi N. Acceptance of and attitudes towards human papillomavirus vaccination in Japanese mothers of adolescent girls. Vaccine 2012; 30(39): 5740– 7. 22796375
  18. [22]Sam IC, Wong LP, Rampal S, Leong YH, Pang CF, Tai YT, Tee HC, Kahar-Bador M. Maternal acceptance of human papillomavirus vaccine in Malaysia. J Adolesc Health. 2009; 44(6): 610– 2. 19465327
  19. [23]Grandah M, Paek SC, Grisurapong S, Sherer P, Tydén T, Lundberg P. Parents’ knowledge, beliefs, and acceptance of the HPV vaccination in relation to their socio-demographics and religious beliefs: A cross-sectional study in Thailand. PLoS One. 2018; 13(2): e0193054. 29447271 PMC5814087
  20. [24]Juntasopeepun P, Thana K. Parental acceptance of HPV vaccines in Chiang Mai, Thailand. Int J Gynaecol Obstet. 2018; 142(3): 343– 348. 29856064
  21. [25]Madhivanan P, Krupp K, Yashodha MN, Marlow L, Klausner JD, Reingold AL. Attitudes toward HPV vaccination among parents of adolescent girls in Mysore, India. Vaccine 2009; 27(38): 5203– 5208. 19596420
  22. [26]Madhivanan P, Li T, Srinivas V, Marlow L, Mukherjee S, Krupp K. Human papillomavirus vaccine acceptability among parents of adolescent girls: obstacles and challenges in Mysore, India. Prev Med 2014; 64: 69– 74. 24732716
  23. [28]Fernandez ME, Allen JD, Mistry R, Integrating clinical, community, and policy perspectives on human papillomavirus vaccination. Annu Rev Public Health 2010; 31: 235– 52. 20001821 PMC2925431
  24. [29]Montaño DE, Kasprzyk D. Theory of reasoned action, theory of planned behavior, and the integrated behavioral model In Glanz K, Rimer BK, Viswanath K (Eds.), Health behavior and health education: Theory, research, and practice (4th ed., pp. 67– 96). San Francisco: Jossey-Bass.
  25. [30]Fishbein M The role of theory in HIV prevention. AIDS Care 2000; 12(3): 273– 278. 10928203
  26. [31]Dikshit R, Gupta PC, Ramasundarahettige C, Gajalakshmi V, Aleksandrowicz L, Badwe R. Cancer mortality in India: a nationally representative survey. Lancet 2012; 379(9828): 1807– 16. 22460346
  27. [33]Degarege A, Krupp K, Fennie K, Li T, Stephens DP, Marlow LAV, Urban-rural inequities in the parental attitudes and beliefs towards Human papillomavirus infection, cervical cancer and HPV vaccine in Mysore, India. J Pediat Adolesc Gynecol 2018; 31(5): 494– 502. PMC6119521 29596907
  28. [34]Marlow LA, Waller J, Wardle J. Parental attitudes to pre-pubertal HPV vaccination. Vaccine 2007; 25: 1945– 1952. 17284337
  29. [35]Witte K Predicting risk behaviors: development and validation of a diagnostic scale. J Health Commun 1996; 1: 317– 342. 10947367
  30. [36]Azur MJ, Stuart EA, Frangakis C, Leaf PJ. Multiple Imputation by Chained Equations: What is it and how does it work? Int J Methods Psychiatr Res 2011; 20(1): 40– 9. 21499542 PMC3074241
  31. [37]Muthén LK, Muthén BO. Mplus User’s Guide. Eighth Edition (1998-2017). Los Angeles, CA: Muthén and Muthén.
  32. [38]Bentler PM, Chou C. Practical issues in structural modeling. Sociological Methods & Research 1987; 16: 78– 117.
  33. [40]Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 1999; 6(1): 1– 55.
  34. [41]Byrne BM. Structural Equation Modeling with Mplus: Basic Concepts, Applications and Programming. 2011 Routledge Academic, New York.
  35. [43]Marsh HW, Hocevar D. Application of confirmatory factor analysis to the study of selfconcept: First- and higher-order factor models and their invariance across groups. Psychological Bulletin 1985; 97: 562– 582.
  36. [44]Wang LD, Lam WWT, Fielding R. Determinants of human papillomavirus vaccination uptake among adolescent girls: A theory-based longitudinal study among Hong Kong Chinese parents. Prev Med 2017; 102: 24– 30. 28652087
  37. [45]Eberhardt MS, Pamuk ER. The Importance of Place of Residence: Examining Health in Rural and Non-rural Areas. Am J Public Health 2004; 94 (10): 1682. 15451731 PMC1448515
  38. [46]Das D, Pathak M. The growing rural-urban disparity in India: Some issues. Int J of Adv Res Tech 2012; 1: 1– 7.
  39. [47]Yu Y, Xu M, Sun J, Li R, Li M, Wang J Human Papillomavirus Infection and Vaccination: Awareness and Knowledge of HPV and Acceptability of HPV Vaccine among Mothers of Teenage Daughters in Weihai, Shandong, China. PloS one 11, e014674. PMC4713086 26766565

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Authors
Degarege, A., Krupp, K., Fennie, K., Srinivas, V., Li, T., Stephens, D. P., & Madhivanan, P.
Affiliations
  • Florida International University (US)
  • Public Health Research Institute Of India (IN)
Corresponding author
Madhivanan, Purnima
Venue
Vaccine
Publisher
Elsevier BV
Published
2019-02
Volume
37
Issue
7
Pages
945-955
ISSN
0264-410X (ISSN-L)
OpenAlex
W2910203053
Cited by
29
References
1
Citations by year
2026: 4 · 2025: 6 · 2024: 5 · 2023: 4 · 2022: 4 · 2021: 4 · 2020: 2
FWCI
1.90
Type
journal article
Language
en
Open access
Locations
  • Vaccine (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Merck & Co., Inc
  • Florida International University
  • National Institute for Health
Topics
  • Health Sciences › Medicine › Epidemiology › Cervical Cancer and HPV Research
  • Social Sciences › Health › Vaccine Coverage and Hesitancy
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Women's cancer prevention and management
Keywords
HPV vaccine, vaccine acceptance, adolescent girls, cervical cancer prevention, parental attitudes, geographic location, Mysore district
MeSH terms
Latent Class Analysis, Adolescent, Adult, Aged, Child, Cross-Sectional Studies, Female, Humans, India, Health Knowledge, Attitudes, Practice, Middle Aged, Parents, Patient Acceptance of Health Care, Surveys and Questionnaires, Papillomavirus Infections, Papillomavirus Vaccines, Young Adult

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