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Patients face tremendous challenges when attempting to navigate the United States health care system. This difficulty to navigate the system creates a burden that is placed on the patient and caregiver, in turn affecting the health outcomes of the patient, resulting in higher health care costs, less than desirable outcomes,

Patients face tremendous challenges when attempting to navigate the United States health care system. This difficulty to navigate the system creates a burden that is placed on the patient and caregiver, in turn affecting the health outcomes of the patient, resulting in higher health care costs, less than desirable outcomes, and a large strain on the patient and caregiver's daily lives. There are several ways that people have tried to create a comprehensive theoretical framework to understand the system from multiple perspectives. This work will expand existing theoretical frameworks that observes the relationship between the patient, their social networks, and health care services such as the Burden of Treatment Theory. Consisting of a comprehensive, multidisciplinary literature review, research was derived from the disciplines of medicine, informatics, management, and ethics. In this paper, I attempt to identify key contributing factors and then develop and categorize these stressors into a typology. Since there are many contributing factors that affect the burden of work at multiple levels, a nested typology will be used which will link micro- and macro-leveled pressures to a single system while also showcasing how each level interacts and is influenced by the others. For the categorization of the contributing factors, they will be sorted into individual actors, organizational level, and macro-level factors. The implications of this work suggest that a combination of historical shifts, structural design, and secondary effects of policy contribute to patients' burden of work.
ContributorsTomlinson, Rachel Laiku (Author) / Pine, Katie (Thesis director) / Trinh, Mai (Committee member) / School for the Science of Health Care Delivery (Contributor) / Barrett, The Honors College (Contributor) / College of Health Solutions (Contributor)
Created2017-05
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Medical records are increasingly being recorded in the form of electronic health records (EHRs), with a significant amount of patient data recorded as unstructured natural language text. Consequently, being able to extract and utilize clinical data present within these records is an important step in furthering clinical care. One important

Medical records are increasingly being recorded in the form of electronic health records (EHRs), with a significant amount of patient data recorded as unstructured natural language text. Consequently, being able to extract and utilize clinical data present within these records is an important step in furthering clinical care. One important aspect within these records is the presence of prescription information. Existing techniques for extracting prescription information — which includes medication names, dosages, frequencies, reasons for taking, and mode of administration — from unstructured text have focused on the application of rule- and classifier-based methods. While state-of-the-art systems can be effective in extracting many types of information, they require significant effort to develop hand-crafted rules and conduct effective feature engineering. This paper presents the use of a bidirectional LSTM with CRF tagging model initialized with precomputed word embeddings for extracting prescription information from sentences without requiring significant feature engineering. The experimental results, run on the i2b2 2009 dataset, achieve an F1 macro measure of 0.8562, and scores above 0.9449 on four of the six categories, indicating significant potential for this model.
ContributorsRawal, Samarth Chetan (Author) / Baral, Chitta (Thesis director) / Anwar, Saadat (Committee member) / Computer Science and Engineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
“Let Food be Thy Medicine” focuses on alternative treatment for patients suffering from obesity, diabetes mellitus type 2, hypertension, and coronary artery disease. Nutrition is an important aspect of overall health and can contribute to prevention and management of these conditions, especially when combined with medication and physical activity. Obesity

“Let Food be Thy Medicine” focuses on alternative treatment for patients suffering from obesity, diabetes mellitus type 2, hypertension, and coronary artery disease. Nutrition is an important aspect of overall health and can contribute to prevention and management of these conditions, especially when combined with medication and physical activity. Obesity is a condition that people worldwide struggle with. Adequate nutrition can play a major role in contributing to the prevention of and management of obesity not only through calorie and macronutrient intake but also by affecting hormonal and energy balances in the body. Recommended physical activity levels are included along with dietary
utritional intake recommendations on the educational pamphlet to give patients a starting guideline and better understanding how to help this condition. Type 2 diabetes, high blood pressure, and coronary artery disease are also common conditions treated by healthcare professionals. There are currently several medications on the market to help manage these conditions that range in price and have many side effects. Nutrition and exercise are two factors that can further contribute to the management of type 2 diabetes, high blood pressure, and coronary artery disease, but they can also help prevent and delay their onset. Nutrition and physical activity education along with examples of certain foods that can aid in reaching nutritional goals are outlined in the educational pamphlet to give patients a visual of what is in the academic paper.
Created2019-05
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Description
This thesis concerns the adoption of health information technology in the medical sector, specifically electronic health records (EHRs). EHRs have been seen as a great benefit to the healthcare system and will improve the quality of patient care. The federal government, has seen the benefit EHRs can offer, has been

This thesis concerns the adoption of health information technology in the medical sector, specifically electronic health records (EHRs). EHRs have been seen as a great benefit to the healthcare system and will improve the quality of patient care. The federal government, has seen the benefit EHRs can offer, has been advocating the use and adoption of EHR for nearly a decade now. They have created policies that guide medical providers on how to implement EHRs. However, this thesis concerns the attitudes medical providers in Phoenix have towards government implementation. By interviewing these individuals and cross-referencing their answers with the literature this thesis wants to discover the pitfalls of federal government policy toward EHR implementation and EHR implementation in general. What this thesis found was that there are pitfalls that the federal government has failed to address including loss of provider productivity, lack of interoperability, and workflow improvement. However, the providers do say there is still a place for government to be involved in the implementation of EHR.
ContributorsKaldawi, Nicholas Emad (Author) / Lewis, Paul (Thesis director) / Cortese, Denis (Committee member) / Jones, Ruth (Committee member) / Barrett, The Honors College (Contributor) / School of Politics and Global Studies (Contributor) / School of Human Evolution and Social Change (Contributor)
Created2013-05
Description

Healthcare is delivered in many ways across the world. Most countries use one of the four healthcare models, but the United States uses parts of the four models. This leads to issues for patients as they may not know what their insurance plans cover. Providers also have issues with health

Healthcare is delivered in many ways across the world. Most countries use one of the four healthcare models, but the United States uses parts of the four models. This leads to issues for patients as they may not know what their insurance plans cover. Providers also have issues with health insurance in getting coverage for their patients. With both patients and providers having issues with insurances, insurance companies have not taken an action to help alleviate some of the issues that everyone faces. Providers are also faced with issues of burnout as they have a lot to do, and not enough time or energy to complete everything. This effects the quality of healthcare that is delivered to their patients as well as when a person can see a provider as there are not enough doctors and nurses to cover the case load all of the time. All in all, providers, insurance companies, and patients need to work together to help fix some of the issues with healthcare to be able to move towards a better healthcare model for all.

Contributorsde Mello, Julianna (Author) / Kingsbury, Jeffrey (Thesis director) / Grozier, Darren (Committee member) / Barrett, The Honors College (Contributor) / College of Health Solutions (Contributor)
Created2023-05
Description

The objective of this thesis is to further understand the obstacles that impoverished families face, which may include: meeting nutritional needs, an earlier introduction to violence, or struggles with family planning. It is crucial to illustrate the effects of poverty on the physical, mental, and emotional health of both children

The objective of this thesis is to further understand the obstacles that impoverished families face, which may include: meeting nutritional needs, an earlier introduction to violence, or struggles with family planning. It is crucial to illustrate the effects of poverty on the physical, mental, and emotional health of both children and caregivers. Additionally, the family dynamics and educational challenges for children will also be explored as supplemental research. This study will draw upon psychological theories with an emphasis on maternal and child health. The goal is to empower families to make informed family planning decisions. This project will be focused on supporting families in low-income areas, particularly in Arizona

ContributorsKizior, Kameron (Author) / Agu, Nennna (Thesis director) / Nelson, Robin (Committee member) / Barrett, The Honors College (Contributor) / School of Life Sciences (Contributor) / College of Health Solutions (Contributor)
Created2023-05
ContributorsMichels, Bailey (Author) / O'Flaherty, Katherine (Thesis director) / Rasmussen, Elizabeth (Committee member) / Barrett, The Honors College (Contributor) / College of Health Solutions (Contributor)
Created2023-05
ContributorsMichels, Bailey (Author) / O'Flaherty, Katherine (Thesis director) / Rasmussen, Elizabeth (Committee member) / Barrett, The Honors College (Contributor) / College of Health Solutions (Contributor)
Created2023-05
Description

The study investigated unconscious biases in physicians regarding conflicts in developing care plans for patients related to religious restrictions in medicine. Fourteen physicians were interviewed to discuss their experiences with these patients and find patterns and factors that could lead to more negative attitudes from the physicians in the patient’s

The study investigated unconscious biases in physicians regarding conflicts in developing care plans for patients related to religious restrictions in medicine. Fourteen physicians were interviewed to discuss their experiences with these patients and find patterns and factors that could lead to more negative attitudes from the physicians in the patient’s care. It was found that the gender, religious background, and location of residency had various impacts on the attitude of the physician regarding a religious concern; however, there was no outstanding demographic that led to a comparatively negative attitude. Additionally, the type of reasoning a patient used related to a religious concern had an impact on the attitude of the physician, and this was due to the logic and duration of the concern as well as the attitude of the patient. These factors and patient cases were thoroughly analyzed and discussed throughout the paper to shed light on possible factors that could negatively affect the patient’s care.

ContributorsKalmadi, Nisha (Author) / Hurlbut, Ben (Thesis director) / Dietz, Elizabeth (Committee member) / Barrett, The Honors College (Contributor) / School of Life Sciences (Contributor) / College of Health Solutions (Contributor)
Created2023-05
Description

This research paper focuses on how the idea of suffering has evolved over time in the United States healthcare system. Different aspects like long vs short-term illnesses, bias, and more were inspected to determine how they play a part in increased or decreased patient suffering. The final determination of how

This research paper focuses on how the idea of suffering has evolved over time in the United States healthcare system. Different aspects like long vs short-term illnesses, bias, and more were inspected to determine how they play a part in increased or decreased patient suffering. The final determination of how suffering in the system has evolved and what to do with this information is also discussed.

ContributorsMichels, Bailey (Author) / O'Flaherty, Katherine (Thesis director) / Rasmussen, Elizabeth (Committee member) / Barrett, The Honors College (Contributor) / College of Health Solutions (Contributor)
Created2023-05