People with low levels of education have high rates of death from cardiovascular disease.The most valid explanation for this observation is that

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Lower levels of education are often associated with a lack of understanding or access to health information, leading to poor health choices such as unhealthy eating habits, lack of exercise, and tobacco use, which in turn can lead to conditions such as hypertension and obesity that increase the risk of developing CVD. Additionally, those with lower education levels may have less access to healthcare services and information on preventative measures for CVD. Therefore, educational level is related to hypertension, obesity, and access to the healthcare system, which can all contribute to higher rates of death from CVD.

People with Low Levels of Education Have High Rates of Death