Visualisation of COVID-19 Perceptions and Vaccine Uptake

View Interactive Analysis HERE

Overview

This repository contains the data visualisation of a comprehensive study aimed at understanding the factors influencing perceptions of COVID-19 and its vaccine within the population. The study delves into various aspects, including demographic correlations, trust in stakeholders, media consumption habits, personal experiences with COVID-19, vaccine hesitancy, and communication strategies. 📊

Objective

The primary objective of this analysis is to gain visual insights into the factors that contribute to perceptions of COVID-19 and the COVID-19 vaccine. Through a detailed examination of data, we aim to provide a comprehensive view of public sentiment, which can be valuable for policymakers and healthcare professionals. 🎯

Table of Contents

• Tools
• Data 📋
• Analysis 📈
• Tools and Packages 🛠️
• Key Findings 📌
• Recommendations 🚀
• Usage 📡
• Contributing 🤝
• License 📜

Tools and Some of the Packages Used

Here are the tools and packages used for data analysis, presented with their respective logos:

Data Collection

The data was collected from a survey, gathering responses on various aspects related to COVID-19 and its vaccine. The data collection process included questions on demographics, trust in government health agencies, healthcare professionals, and pharmaceutical companies, media consumption habits, personal experiences with COVID-19, vaccine hesitancy, and communication strategies. 📝

Analysis

1. Factors Contributing to COVID-19 Perceptions and Vaccine Uptake

• We analyzed demographic data, including age, gender, education, and province, to understand their correlation with perceptions of COVID-19 and the vaccine.
• We examined responses related to trust in government health agencies, healthcare professionals, and pharmaceutical companies.
• We explored how media consumption habits impact perceptions of COVID-19 and the vaccine.
• Investigated the influence of personal experiences with COVID-19 on individual perceptions.

2. Population's Perceptions Toward Immunization in General

• Delved deeper into responses related to vaccine hesitancy to identify specific concerns and reasons for hesitancy.
• Examined respondents' knowledge about vaccine efficacy, herd immunity, and the benefits of vaccination.
• Compared responses across different age groups to identify generational differences in vaccine perception.

3. Identify Potential Enablers to Increase COVID-19 Vaccine Uptake

• Investigated the influence of healthcare provider quality and accessibility on vaccine hesitancy and uptake.
• Explored how social norms and stigma affect vaccine decisions.
• Evaluated the effectiveness of information campaigns and testimonials from vaccinated individuals in addressing hesitancy.
• Investigated the role of community engagement and local leaders in promoting vaccine acceptance.

4. Existing Communication Campaigns and Information Dissemination

• Evaluated the reach and effectiveness of various communication channels, including television, radio, social media, and community events.
• Analyzed responses to identify the most trusted messengers or sources of information.
• Examined the content and messaging strategies used in communication campaigns.
• Investigated the accessibility of information, including language barriers and ease of understanding.

Contributing

I welcome contributions to this repository, including further analysis, additional data, and improvements. If you have any suggestions, i would like to here from you. 🤗

License

This project is licensed under the Creative Commons Attribution 4.0 International License. You are free to use and share the content, provided you give appropriate credit. 📜

Contact Information

• LinkedIn: My LinkedIn Profile
• Website: My Website
• Email: [email protected]