Higher Frequency of Healthcare Professionals is Associated With a Low Incidence of COVID-19-Related Death

The COVID-19 pandemic has affected over 200 countries with varying levels of infection and mortality rates. To understand the impact of healthcare resources and cultural factors, a cross-sectional study was conducted on 76 countries. The study used K-means clustering to identify 2 distinct clusters and performed a Welch's test to compare different parameters. The countries were then plotted on the Inglehart-Welzel global cultural map. By incorporating this framework, researchers can systematically scrutinize the intricate interplay of cultural factors. This will provide valuable context for understanding individuals' behaviors, preferences, and decision-making as they pertain to the challenges posed by COVID-19 and its mitigation strategies. The results showed that countries with higher levels of healthcare professionals had a lower death rate, even with a relatively high rate of infection. These countries also had higher levels of individual self-expression. The study highlights the importance of adhering to recommended protocols, as neglect can result from a lack of self-expression, leading to an increase in the spread of communicable diseases. It also emphasizes crucial role of healthcare professionals in managing crisis related to the pandemic.