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Development Of A Hospital Readmission Reduction Program For Patients Discharged To Skilled Nursing Facilities: An Application Of Artificial Intelligence And Machine Learning Techniques, Anna Stachel

Dissertations and Theses

Background

Hospital readmissions within 30 days after discharge have drawn national policy attention as they are a reflection of suboptimal patient care. Readmissions are costly, accounting for more than $17 billion in potentially avoidable Medicare expenditures - nearly 78% of readmissions may be avoidable. Rich electronic data from medical records, growing computing capacities, and open source machine learning algorithms offer new opportunities to predict patients at high risk for readmission and prevent readmission through focused interventions. Prediction models might also serve to provide a more nuanced context of patient characteristics that lead to variations in readmission rates. Furthermore, transitional care …

Public Health Policy: An Ethical Analysis Of Quarantine, Dina Alqahtani

Electronic Theses and Dissertations

As a public health measure quarantine has both historical and contemporary significance both in the United States and abroad. On the surface it represents a low-cost, low-tech way in which the spread of disease can be mitigated as its core requirement is that those who may have been exposed to an infectious agent are kept away from those who have not been exposed to that agent for enough time to determine whether or not infection has been spread. This has been utilized for centuries with both limited questions and scattered, inconsistent, or impossible to achieve oversight and goals. In understanding …

Race, Gender, And Partnership In The Patient-Physician Relationship, Lisa Cooper-Patrick, Joseph J. Gallo, Junius Gonzales, Hong Thi Vu, Neil R. Powe, Christine Nelson, Daniel E. Ford

Publications from Provost Junius J. Gonzales

Context Many studies have documented race and gender differences in health care received by patients. However, few studies have related differences in the quality of interpersonal care to patient and physician race and gender.

Objective To describe how the race/ethnicity and gender of patients and physicians are associated with physicians' participatory decision-making (PDM) styles.

Design, Setting, and Participants Telephone survey conducted between November 1996 and June 1998 of 1816 adults aged 18 to 65 years (mean age, 41 years) who had recently attended 1 of 32 primary care practices associated with a large mixed-model managed care organization in an urban …