Research on the Impacts of Preventive Health Behaviors Using the Health Assessment Big Data

Abstract

In the way of personal health assessment is a subjective health evaluation and objective evaluation of this study affect health behavior practices to target a sample of a national scale in order to mitigate the limitations with the existing research on each of the subjective health evaluation, objective health assessment the correlation between health behavior practices impact relationships, behavioral health practice in subjective health evaluation among health assessment and health practices and determine the impact of actions related to objective health assessment to confirm. This research was to find the association preventive health practice behavior using big data to health assessment. Of the preventive health behavior practices we studied, adequate sleep and regular exercise positively influenced self-rated health (SRH), whereas attempts to quit or restrict drinking negatively influenced it. And, of the preventive health behavior practices, the habit of eating breakfast and regular health check-up positively influenced a disease prevalence rate, i.e., an objective assessment of health. The findings suggest that people who make more efforts to quit or restrict drinking are more likely to assess their own health as poor. The finding that a disease prevalence rate increased with such preventive health behavior practices as eating breakfast and getting regular health check-up can be interpreted as showing that those behaviors were required by the physician instruction and the use of medication. The study shows that preventive health behavior practices can have a positive or negative relationship with SRH and also with objective health assessment.