Exploring COVID-19 Vaccine Hesitancy Through Topic Modeling: A Systematic Literature Review DOI

Tedo Hariscandra,

Sri Handika Utami,

Achmad Nizar Hidayanto

et al.

Published: Dec. 8, 2023

The spotlight on Vaccine Hesitancy has intensified since the onset of Covid-19 pandemic in 2020. This issue involves crucial aspects such as assessing vaccine efficacy, safety, effectiveness, and potential side effects. While past studies have provided an overview hesitancy, advancing research this area requires a systematic review using topic modeling. study's primary goals are two-fold: first, to recognize examine approaches strategies employed prior for shaping discussions hesitancy-related subjects. Second, document topics identified specific geographic or country contexts, thereby providing basis future that compares results. utilizes literature (SLR) method proven framework proposed by Kitchenham. Through SLR approach, we outline various related Hesitancy, collect analyze methods techniques used previous studies, compile list topics. outcomes emphasize intricate nature hesitancy its significant worldwide consequences. study describes different modeling data analysis explore hesitancy. Additionally, countries regions may provide valuable insights follow-up comparing influence context Hesitancy. contributes deeper understanding provides important reference source policy efforts overcome vaccination challenges pandemic.

Language: Английский

What factors affect acceptance attitudes towards vaccination amidst a major public health crisis? A national cross-sectional study DOI Creative Commons
Cheng Li,

Jianhui Kong,

Xiaofeng Xie

et al.

BMJ Open, Journal Year: 2024, Volume and Issue: 14(12), P. e088245 - e088245

Published: Dec. 1, 2024

Vaccine hesitancy persists as a significant global health concern, especially during public crises. This study aimed to explore factors influencing vaccination acceptance major crisis and establish model of factors.

Language: Английский

Citations

0
Psychosocial Factors Influencing Vaccine Hesitancy: A Study in the Context of COVID-19 DOI Creative Commons

Rahel

Research Square (Research Square), Journal Year: 2024, Volume and Issue: unknown

Published: March 26, 2024

Abstract The COVID-19 pandemic has underscored the critical need to comprehend vaccine hesitancy, a multifaceted issue with substantial repercussions for success of vaccination campaigns. This study delves into hesitancy within cohort 560 individuals. Within this group, 157 individuals (28%) opted receive Pfizer vaccine, while remaining 403 (72%) expressed towards vaccination. Hesitant were further classified five distinct categories: 210 harbored concerns about potential side effects, 172 influenced by misinformation and disinformation, 21 exhibited historical mistrust vaccines. Notably, our survey did not unearth any instances stemming from political polarization or access barriers. Furthermore, we conducted comprehensive analysis biological markers in vaccinated evaluate effects. unveiled significant variations blood test parameters, such as D-Dimer, CRP, WBC levels, between first week three weeks following (p < 0.0001 p = 0.001, respectively). To sum it up, results indicate that process is standard medically valid procedure. Nevertheless, several factors play role individuals' hesitancy. It imperative both government healthcare systems provide accurate information public significance Recognizing tackling these are essential successful initiatives and, end, attaining widespread immunity.

Language: Английский

Citations

0
Cannabis-Related Political Discourse on Twitter: A Mixed Methods Approach DOI
Nicholas Athey

Journal of Drug Issues, Journal Year: 2024, Volume and Issue: unknown

Published: April 22, 2024

Twitter is a widely used platform for following current events and prominent celebrities, influencers, political leaders. Politicians use to share their viewpoints disseminate information about legislative changes, prompting inquiries into role in influencing public opinion on social media. This study examines set of cannabis-related tweets ( n = 10,410) authored by U.S. Governors members Congress (as March 2022) understand the nature discourse The dataset analyzed with descriptive inferential statistics, while subsample 1714) subject qualitative thematic analysis. Most are informative neutral tone, although some politicians non-neutral language convey message. Cannabis can be categorized six themes: economy, government/governing process, health, justice, substance use/abuse, other. results have implications future research our understanding

Language: Английский

Citations

0
Exploring COVID-19 Vaccine Hesitancy Through Topic Modeling: A Systematic Literature Review DOI

Tedo Hariscandra,

Sri Handika Utami,

Achmad Nizar Hidayanto

et al.

Published: Dec. 8, 2023

The spotlight on Vaccine Hesitancy has intensified since the onset of Covid-19 pandemic in 2020. This issue involves crucial aspects such as assessing vaccine efficacy, safety, effectiveness, and potential side effects. While past studies have provided an overview hesitancy, advancing research this area requires a systematic review using topic modeling. study's primary goals are two-fold: first, to recognize examine approaches strategies employed prior for shaping discussions hesitancy-related subjects. Second, document topics identified specific geographic or country contexts, thereby providing basis future that compares results. utilizes literature (SLR) method proven framework proposed by Kitchenham. Through SLR approach, we outline various related Hesitancy, collect analyze methods techniques used previous studies, compile list topics. outcomes emphasize intricate nature hesitancy its significant worldwide consequences. study describes different modeling data analysis explore hesitancy. Additionally, countries regions may provide valuable insights follow-up comparing influence context Hesitancy. contributes deeper understanding provides important reference source policy efforts overcome vaccination challenges pandemic.

Language: Английский

Citations

0