Other Quantitative and Statistical Methods Could Be Used To Address the Research Issue Discussed In the Article

Other Quantitative and Statistical Methods Could Be Used To Address the Research Issue Discussed In the Article

This article was authored by Yeom (2020) and focuses on hypertension among Korean patients. According to a study, Korean patients with hypertension tend to believe that their high blood pressure is caused by factors such as heredity, stress, and aging, and as a result, they are less likely to engage in self-care behaviors such as monitoring their blood pressure and eating a healthy diet. The study also found that participants who believed that hypertension was due to controllable factors were more likely to engage in self-care behaviors (Yeom, 2021). This suggests that educational interventions which focus on increasing people’s understanding of the controllable causes of hypertension may be effective at encouraging them to adopt healthier lifestyles.

Goals and Purpose of the Research

The purpose of this study was to explore the causal beliefs about hypertension and self-care behavior in Korean patients. A total of 267 participants completed a questionnaire that assessed their causal beliefs about hypertension, as well as their self-care behavior (Yeom, 2021). The results of the study showed that the most common belief about hypertension was that it is caused by stress. The second most common belief was that hypertension is hereditary. Participants who believed that hypertension is caused by stress were more likely to engage in self-care behaviors, such as monitoring their blood pressure and eating healthy foods. The main goal of the research was to determine if there is causal beliefs about hypertension and self-care behavior among Korean patients. The purpose of this discussion is to analyze the selected article and determine the use of regression analysis in clinical practice.

How Linear or Logistic Regression was used in The Study

Linear regression was used in the study to examine the relationship between causal beliefs and self-care behavior. From the linear regression analysis, the study found that, overall, patients with more linear beliefs about the cause of hypertension were more likely to engage in self-care behaviors (Wongsuriyanan et al., 2020). This suggests that educating patients on the causes of hypertension may help encourage them to better manage their condition.

It is possible to test causal beliefs on self-care intention and medication compliance by using ANOVA instead of linear regression. This would involve creating a model that includes both the independent and dependent variables, as well as a measure of the strength of the relationship between them (i.e., the correlation coefficient) (Liang et al., 2020). Doing this would allow you to determine whether there is a significant relationship between the two variables, after accounting for the variance in both.

Strengths and Weaknesses of the Study

One of the strengths of the study is that it was conducted in a real-world setting with a large sample size. However, the study has several weaknesses, including that it did not control for dietary intake or other lifestyle factors that could have influenced self-care behavior. Additionally, the study did not measure blood pressure or biomarkers of hypertension, which would have been useful to confirm the relationship between causal beliefs and self-care behavior (Yeom, 2021). One of the remedies to the above weakness is the formulation of the control study to confirm the correlation between causal beliefs and self-care. Another remedy is to accurately measure and record hypertension among patients that have been selected for the study.

The results of this study can help inform evidence-based practice by providing information on the most important factors that influence self-care behavior among patients with hypertension. This study is important because it provides empirical evidence for the importance of causal beliefs about hypertension and self-care behaviour (Yeom, 2021). For example, the findings of this study can be used to help inform evidence-based practice in the management of hypertension.

Conclusion

The purpose of this study was to explore the causal beliefs about hypertension among Korean patients and to examine the relationships between these causal beliefs and self-care behaviors. Regression analysis was used to determine the relationship between the variable. The results of this study can help inform evidence-based practice by providing information on the most important factors that influence self-care behaviour among patients with hypertension.

References

Liang, J., Bi, G., & Zhan, C. (2020). Multinomial and ordinal Logistic regression analyses with multi-categorical variables using R. Annals of Translational Medicine, 8(16). https://www.ncbi.nlm.nih.g