Human Papillomavirus Vaccine Discourse and Sentiment on Reddit Before and After COVID-19: Mixed Methods Retrospective Cross-Sectional Study - Scorecard - MDSpire

Human Papillomavirus Vaccine Discourse and Sentiment on Reddit Before and After COVID-19: Mixed Methods Retrospective Cross-Sectional Study

  • By

  • Marcin Marciniak

  • Sean A Setzen

  • Deeya Bhattacharya

  • Jamie Masliah

  • Robin Powszok

  • Erich M Sturgis

  • Vanessa C Stubbs

  • Mihir K Bhayani

  • May 19, 2026

  • 0 min

Share

Clinical Scorecard: Analysis of Reddit Discussions and Sentiment Regarding the Human Papillomavirus Vaccine Pre- and Post-COVID-19: A Mixed Methods Retrospective Study

At a Glance

CategoryDetail
Condition
Key MechanismsHPV is a sexually transmitted virus linked to various cancers, including cervical, anogenital, and oropharyngeal cancers; vaccines reduce the likelihood of persistent infection.
Target Population
Care Setting

Key Highlights

  • HPV is a major risk factor for cervical and other cancers.
  • Vaccination rates remain suboptimal despite the availability of effective vaccines.
  • Public hesitancy and misinformation have impacted HPV vaccination uptake, especially during COVID-19.
  • Social media analysis provides insights into patient perspectives on HPV vaccination.
  • Sentiment analysis can reveal shifts in public opinion regarding vaccines.
  • Addressing misinformation is crucial for improving vaccination rates.

Guideline-Based Recommendations

Diagnosis

  • HPV infection should be diagnosed based on clinical presentation and screening guidelines, including Pap tests and HPV testing.

Management

    Monitoring & Follow-up

      Risks

        Patient & Prescribing Data

        Education on HPV and its vaccine, including addressing common misconceptions, can improve support for vaccination among parents.

        Clinical Best Practices

        • Engage in discussions addressing individual concerns and misconceptions about HPV vaccination.
        • Utilize social media insights to inform public health strategies and vaccine advocacy.
        • Promote educational initiatives in schools to enhance awareness and support for HPV vaccination.
        • Incorporate effective communication strategies to address vaccine hesitancy.

        Related Resources & Content

        Original Source(s)

        Related Content