In a study of 161,808 women who were part of the government-funded Women's Health Initiative research effort, doctors from 40 centers around the country collected data on multivitamin use. While research shows that people who eat nutrient-rich diets filled with fruits and vegetables have lower rates of heart disease and cancer, it hasn't been clear whether taking a daily supplement results in a similar benefit.