Analysis of 40,428 hypertensive patients over 14 years reveals that those receiving more than five blood pressure visits annually had 45% lower odds of ischemic stroke compared to those with minimal monitoring. The study also found that patients using 2-3 antihypertensive medications showed 20% reduced stroke odds, while aggressive treatment intensification in the highest quartile correlated with 53% lower stroke risk. These findings illuminate critical gaps in routine hypertension management that could prevent strokes. The dose-response relationship between healthcare engagement and stroke prevention suggests that current clinical protocols may be insufficient for optimal cardiovascular protection. However, this retrospective case-control design cannot establish causation, and selection bias may influence results since patients with more visits might have better health behaviors overall. The study's strength lies in its large sample size and real-world clinical data spanning over a decade. As a preprint awaiting peer review, these results require validation before informing clinical guidelines. The research represents an important confirmatory finding that reinforces the critical role of consistent hypertension monitoring in stroke prevention strategies.