Sexually transmitted diseases (STD) are preventable conditions for which treatment failure (specifically in gonorrhea) is becoming problematic. U.S. young adults (20-29 years) have high rates of STD incidence and prevention of these diseases, but reaching them to provide primary prevention educations is challenging due to low perceived…

The main goal of this research is to design, implement, and evaluate a novel explanation method, the hierarchical explanation method (HEM), for explaining Bayesian network (BN) inference when the network is modeling a population of conditionally independent agents, each of which is modeled as a subnetwork. For example, consider disease-outbreak…

Sexually Transmitted Infections have resulted in millions of dollars being spent by the public in health care costs. Sexually transmitted infections continue to remain a public health concern among young adults. Youth are more susceptible to overlooking the consequences of promiscuous sexual behavior. Promiscuous behaviors include multi partners,…

While the Institute of Medicine (2001) has promoted health information technology to improve the process of care such as compliance with clinical practice guidelines and quicker access to clinical information, diagnostic tests, and treatment results, very little was known about how a clinical decision support system can contribute to diabetes…

Background: Pneumococcal vaccination (PV) is important as Streptococcus pneumoniae accounts for one third of all hospitalizations for community-acquired pneumonia. In 2009, 1.1 million people in the U.S. were hospitalized with pneumonia and more than 50,000 people died from the disease. The Centers for Disease Control and Prevention recommend that…

College students are at high risk of experiencing serious problems related to physical and social health issues that include binge drinking, sexual assault, and contracting a sexually transmitted disease. Despite research reporting that many of these incidents co-occur on campuses, university prevention programs have failed to present the…

Assessments of knowledge and perceptions about influenza were developed for high school students, and used to determine how knowledge, perceptions, and demographic variables relate to students taking precautions and their odds of getting sick. Assessments were piloted with 205 students and validated using the Rasch model. Data were then collected…