Adherence to Vaccination Policy among Public Health Professionals: Results of a National Survey in Italy.
Maria Teresa MontagnaOsvalda De GiglioChristian NapoliFabrizio FasanoGiusy DiellaRosalba DonnoliGiuseppina CaggianoStefano TermitePier Luigi LopalcoAntonella Agodinull Gisio-SItI Working GroupPublished in: Vaccines (2020)
Starting from 2013, the number of unvaccinated people alarmingly increased in Italy; therefore, in 2017 a new Vaccine National Plan was approved. Healthcare workers (HCWs), especially public health professionals (PHPs, i.e., workers in in the sector of hygiene and preventive medicine), have an important role in informing and promoting vaccinations. In this context, the Italian Study Group of Hospital Hygiene of the Italian Society of Hygiene, Preventive Medicine and Public Health (GISIO-SItI) conducted a national survey to assess knowledge, attitude, and practices towards recommended vaccinations among PHPs. The survey was conducted during October 2019 with an anonymous questionnaire distributed to PHPs attending the 52° SItI National Congress. Overall, 57.1% of operators answered correctly to all seven recommended vaccinations, 12.8% reported to be vaccinated for all seven recommended vaccinations, while 30% were naturally immunized. A higher immunization coverage was reported for anti-hepatitis B (88.9%) and measles (86.1%), and 81.3% of the participants reported being offered the influenza vaccination during the 2018/2019 season. The majority of our sample indicated that hepatitis B (95%) and influenza (93.7%) were the recommended vaccines for HCWs, while less was known regarding varicella, pertussis, diphtheria, and tetanus boosters every 10 years. PHPs who were vaccinated (or who intended to be vaccinated) were more likely to recommend vaccinations to their patients and provided a reassuring example to those hesitant patients. Finally, this is the first study that identified good algorithms (using the techniques of machine learning as Random Forest and Deep Learning) to predict the knowledge of PHPs regarding recommended vaccinations with possible applications in other national and international contexts.
Keyphrases
- public health
- healthcare
- machine learning
- end stage renal disease
- deep learning
- ejection fraction
- newly diagnosed
- chronic kidney disease
- primary care
- quality improvement
- peritoneal dialysis
- mental health
- climate change
- metabolic syndrome
- artificial intelligence
- patient reported outcomes
- cross sectional
- type diabetes
- skeletal muscle
- insulin resistance
- global health
- adverse drug
- drug induced
- health insurance
- glycemic control