Karolina Biernacka's research while affiliated with Medical University of Gdansk and other places

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Publications (3)

Figure 1. Increase in male Ukrainians with valid documents entitling...
Descriptive statistics of PSS-10, F1 and F2.
Reliability analysis of PSS-10, F1 and F2.
Perceived Stress Levels among Ukrainian Migrant and LGBT+ Minorities in Poland during the COVID-19 Pandemic
Article
Full-text available
  • Dec 2021
The Coronavirus disease 2019 (COVID-19) pandemic, immigrant status and being a member of the LGBT+ community are all independent factors associated with increased stress levels. Few studies provide more complex analysis on this issue, and there has been no research on the cumulative burden of perceived stress that people belonging to both minoritie...
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Figure 1. Procedures in building the database of gathered comments.
Frequency of content criteria categories among all analyzed comments (n...
Share of individual components depending on arguments in sentiment...
Vaccine misinformation on social media – topic-based content and sentiment analysis of Polish vaccine-deniers’ comments on Facebook
Article
Full-text available
  • Jan 2021
Introduction: Vaccinations are referred to as one of the greatest achievements of modern medicine. However, their effectiveness is also constantly denied by certain groups in society. This results in an ongoing dispute that has been gradually moving online in the last few years due to the development of technology. Our study aimed to utilize social...
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Vaccine misinformation -topic-based content analysis on Facebook
Conference Paper
Full-text available
  • Nov 2020
Background Even though vaccinations are referred to as one of the greatest achievements of modern medicine, they are constantly associated with the mood present in part of society denying their sense and effectiveness. The development of technology has moved discussions about vaccinations to the space of the internet. The study aims to analyze the...
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Citations

... In the context of war as well as outbreaks, the knowledge of risks is in uenced by several elements, including the likelihood of trauma, damage, infection, or illness, as well as the degree of changes in the case of con ict or disease infection (Stoecklein, Osuka & Lederer, 2010). Migration stress, as well as Covid 19 threats, has been linked to a high degree of danger, triggering stress (Michalski et al., 2021). As a result, persons who sense a higher level of threat are more likely to experience negative repercussions on their psychobiological health. ...
Reference: How Migration Stress and Covid-19 Threat Cause Prolonged Grief Disorder, A Multi-country study
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... Whereas ML and DL approaches was used in [191][192][193][194][195]. SA based on the BiLSTM DL approach was used in [191] to identify and assess vaccine-deniers' arguments against children vaccination. ...
Reference: A survey on sentiment analysis and its applications
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