The added value of Web Listening Analysis to understand communication needs regarding HIV, AIDS, and STDs in Italy

The added value of Web Listening Analysis to understand communication needs regarding HIV, AIDS, and STDs in Italy

Authors

  • Rudi Valli
  • Anna Colucci
  • Pietro Gallo
  • Giulia Santolini
  • Emanuele Fanales Belasio
  • Matteo Schwarz
  • Rosa Dalla Torre
  • Anna D'Agostini
  • Andrea Bongiovanni
  • Alfredo d'Ari
  • Francesca Furiozzi
  • Marco Mirabile
  • Emilio Fedele
  • Tommaso Bertani
  • Luigi Bertinato
  • Sandro Bilucaglia
  • Guendalina Fiorillo
  • Margherita Brambilla
  • Sergio Iavicoli

Keywords:

Web listening, Communication, Prevention, AIDS, STDs, People Living with HIV (PLHIV), Young people

Abstract

Background. Institutional communication on human immunodeficiency virus, acquired immunodeficiency syndrome, and sexually transmitted diseases requires the knowledge of people’s information needs and tools mainly used for information on health issues. To this goal, a web listening analysis was conducted by Istituto Superiore di Sanità jointly with the Ministry of Health and experts in the field.

Methods. Spontaneous listening on the web and on social channels, in relation to conversations referring to human immunodeficiency virus, acquired immunodeficiency syndrome or sexually transmitted diseases was recorded through an integrated Social Listening platform. A database of over 2 billion indexed documents was scanned and analyzed to extract documents containing at least one selected keyword on human immunodeficiency virus, acquired immunodeficiency syndrome, sexually transmitted diseases, published between October 1st 2021 and September 30th 2022.

Results. Web conversations on sexually transmitted diseases took place mainly on Facebook, which is the source of almost half of overall mentions and of the 66% of total messages. However, Instagram and TikTok were the sources where most users interacted. In the sexually transmitted infections corpus of documents, the mostly used terms on the web were human immunodeficiency virus and acquired immunodeficiency syndrome. People living with the human immunodeficiency virus expose themselves very scarcely on the public web places. In the public sphere, human immunodeficiency virus and acquired immunodeficiency syndrome are faced impersonally, with opinion based on theoretical knowledge.

Conclusions. Data analysis shows how the perception and discussions on human immunodeficiency virus and acquired immunodeficiency syndrome are different among the general population compared to what occurs among people living with human immunodeficiency virus disease. For the general population, the recurring elements of the analysis are seasonality, attention to news events, knowledge of human immunodeficiency virus and acquired immunodeficiency syndrome linked to the past. People living with acquired immunodeficiency syndrome do not expose themselves publicly on thr web, using more protected web places; consequently, stigma is certainly present.

References

1. Shaw GM, Hunter E. HIV transmission. Cold Spring Harb Perspect Med. 2012 Nov 1;2(11):a006965. doi: 10.1101/ cshperspect.a006965. doi: 10.1101/cshperspect.a006965. PMID: 23043157; PMCID: PMC3543106.

2. Barré-Sinoussi F, Chermann JC, Rey F, Nugeyre MT,

Chamaret S, Gruest J, et al. Isolation of a T-lymphotropic retrovirus from a patient at risk for acquired immune deficiency syndrome (AIDS). Science. 1983 May 20;220(4599):86871. PMID: 6189183. doi: 10.1126/science.6189183.

3. Joint United Nations Programme on HIV/AIDS (UNAIDS). Prevailing against pandemics by putting people at the centre. 2020. Available from: https://www.unaids.org/sites/default/ files/media_asset/prevailing-against-pandemics_en.pdf [Last accessed: 2025 Jun 22].

4. Borges do Nascimento IJ, Pizarro AB, Almeida JM, Azzopardi-Muscat N, Gonçalves MA, Björklund M et al. Infodemics and health misinformation: a systematic review of reviews. Bull World Health Organ. 2022 Sep 1;100(9):544-561. doi: 10.2471/BLT.21.287654. Epub 2022 Jun 30. PMID: 36062247; PMCID: PMC9421549.

5. European Centre for Disease Prevention and Control (ECDC). Systematic scoping review on social media monitoring methods and interventions relating to vaccine hesitancy. Stockholm: ECDC; 2020. doi: 10.2900/260624.

6. European Centre for Disease Prevention and Control (ECDC). Social media strategy development – A guide to using social media for public health communication. Stockholm: ECDC; 2016. doi 10.2900/481659.

7. Andreotta M, Nugroho R, Hurlstone MJ, Boschetti F, Walker

I, Paris C. Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis. Behav Res. 2019 Aug;51:766-1781. https://doi.

org/10.3758/s13428-019-01202-8. PMID: 30941697.

8. Caliandro A, Gandini A. Qualitative Research in Digital Environments: A Research Toolkit (Preview - Introduction). New York, NY: Routledge; 2017.

9. Donzelli G, Palomba G, Federigi I, Aquino F, Cioni L, Verani M, et al. Misinformation on vaccination: a quantitative analysis of YouTube videos. Hum Vaccines Immunother. 2018 Jul 3;14(7):1654-59. doi:10.1080/21645515.2018.1 454572. Epub 2018 May 10. PMID: 29553872; PMCID: PMC6067837.

10. Covolo L, Ceretti E, Passeri C, Boletti M, Gelatti U. What arguments on vaccinations run through YouTube videos in Italy? A content analysis. Hum Vaccines Immunother. 2017 Jul 3;13(7):1693-99. PMID: 28362544. doi: 10.1080/ 21645515.2017.1306159. Epub 2017 Mar 31. PMID: 28362544; PMCID: PMC5512771.

11. Aquino F, Donzelli G, De Franco E, Privitera G, Lopalco PL, Carducci A. The web and public confidence in MMR vaccination in Italy. Vaccine. 2017 Aug 16;35(35Pt B):449498. doi: 10.1016/j.vaccine.2017.07.029.29. Epub 2017 Jul

20. PMID: 28736200.

12. Mahroum N, Watad A, Rosselli R, Brigo F, Chiesa V, Siri A, et al. An infodemiological investigation of the so-called “Fluad effect” during the 2014/2015 influenza vaccination campaign in Italy: ethical and historical implications. Hum Vaccines Immunother. 2018 Mar 4;14(3):712-18. doi:10.1 080/21645515.2017.1420448. Epub 2018 Feb 15. PMID: 29293392; PMCID: PMC5861810.

13. Hennessy M, Romer D, Valois RF, Vanable P, Carey MP, Stanton B, et al. Safer Sex Media Messages and Adolescent Sexual Behavior: 3-Year Follow-Up Results From Project iMPPACS. Am J Public Health. 2023 Jan;103(1):134-140. doi: 10.2105/AJPH.2012.300856. Epub 2012 Nov 15. PMID: 23153149; PMCID: PMC3518371.

14. Liddon N, Carver LH, Robin L, Harper CR, Murray CC, Habel MA, et al. Get Yourself Tested Goes to High School: Adapted Sexually Transmitted Disease Prevention Campaign and Associated Student Use of Clinic Sexually Transmitted Disease Testing Services. Sex Transm Dis. 2019 Jun;46(6):383-388. doi: 10.1097/OLQ.0000000000000983. PMID: 31095101.

15. Kim YM, Kols A, Nyakauru R, Marangwanda C, Chibatamoto P. Promoting Sexual Responsibility among Young People in Zimbabwe. Int Fam Plan Perspect. 2001 Mar;27(1):11-19. https://doi.org/10.2307/2673800.

16. Noar SM, Palmgreen P, Chabot M, Dobransky N, Zimmerman RS. A 10-year systematic review of HIV/AIDS mass communication campaigns: Have we made progress? J Health Commun. 2009 Jan-Feb;14(1):15-42. doi: 10.1080/10810730802592239. PMID: 19180369.

17. Friedman AL, Kachur RE. Noar SM, McFarlane M. Health Communication and Social Marketing Campaigns for Sexually Transmitted Disease Prevention and Control:

What Is the Evidence of their Effectiveness? Sex Transm

Dis 2016 Feb;43(2 Suppl 1):S83-S101. doi: 10.1097/ OLQ.0000000000000286. PMID: 26779691.

18. Wakefield MA, Loken B, Hornik RC. Use of mass media campaigns to change health behaviour. Lancet. 2010 Oct 9;376(9748):1261-71. doi: 10.1016/S0140-6736(10)60809-4. PMID: 20933263; PMCID: PMC4248563.

19. Branson BM, Handsfield HH, Lampe MA, Janssen RS, Taylor AW, Lyss SB, et al; Centers for Disease Control

and Prevention (CDC). Revised recommendations for HIV testing of adults, adolescents, and pregnant women in health-care settings. MMWR Recomm Rep. 2006 Sep 22;55(RR14):1-17; quiz CE1-4. PMID: 16988643. Available from: https://www.cdc.gov/mmwr/preview/mmwrhtml/ rr5514a1.htm [Last accessed: 2025 June 22].

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Published

2025-09-15

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Section

Original research

How to Cite

1.
Valli R, Colucci A, Gallo P, Santolini G, Belasio EF, Schwarz M, et al. The added value of Web Listening Analysis to understand communication needs regarding HIV, AIDS, and STDs in Italy. Ann Ig [Internet]. 2025 Sep. 15 [cited 2025 Sep. 25];37(6):816-2. Available from: https://mail.mattioli1885journals.com/index.php/annali-igiene/article/view/17950