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Item The Effects of Healthcare Service Disruptions on the Community, Healthcare Services and Access to Care(2022-08) Mills, Carol Ann; Blackburn, Justin; Holmes, Ann M.; Unroe, Kathleen; Yeager, Valerie A.Access to healthcare services is important for improving health outcomes, preventing and managing illness, and achieving health equity. The geographic maldistribution of physicians has a negative impact on rural areas compared to urban, particularly as it relates to access to healthcare. Rural hospitals have been closing or converting to another form of healthcare service at an increasing rate, adding another element to the existing complexities in rural access to care. Although a hospital closure in any location may have a considerable impact on the community, the closure of a rural hospital may have disproportionately more substantial implications for the economy and employment, health outcomes, and access to care. The contributing factors preceding rural hospital closures have been studied, but less is known about the full impact of rural hospital closures on the community. There is some evidence of shortages in healthcare providers and services, and therefore communities may employ multiple strategies to mitigate the shortages and provide services, including utilizing telehealth/virtual services. This dissertation proposes to examine the effects of rural hospital closures on the community, healthcare services, access to care, and provide a qualitative assessment of telehealth as a strategy to bridge gaps in provider access. This dissertation includes three studies: 1) a systematic review of the literature to examine the impact of rural hospital closures on the community; 2) an empirical study that utilizes a generalized difference in difference design with county and year fixed effects to estimate the relationship between rural hospital closures and nursing homes; and 3) a qualitative study exploring the perceptions and experiences of the nurses that piloted a virtual care support project, providing insights into crucial elements important to the implementation of similar models and the role of telehealth in bridging healthcare workforce gaps.Item Examining the Impact of State-Mandated Insurance Benefits and Reimbursement Provisions on Access to Diabetes Self-Management Education and Training (DSME/T)(2019-09) Brown-Podgorski, Brittany L.; Vest, Joshua R.; deGroot, Mary K.; Holmes, Ann M.; Shi, Yunfeng; Simon, Kosali I.With an estimated 30.2 million diagnosed and undiagnosed cases among adults (and another 84 million at risk), diabetes mellitus is one of the most prevalent chronic conditions and a leading cause of mortality in the US. Diabetes self-management education and training (DSME/T) is a recognized standard of care and provides patients with the requisite knowledge and skills to properly manage the condition, improve long-term health outcomes, and reduce health care expenditures. Yet, DSME/T is greatly underutilized. Health insurance coverage that does not include benefits for DSME/T effectively imposes barriers to access for patients in need of the service. Many states have adopted laws and regulations requiring public and/or private insurers in their market to provide benefits for DSME/T; however, these requirements vary by state. It is unclear if these policies effectively improve access to DSME/T services. This dissertation seeks to rigorously assess the impact of state-mandated benefits and reimbursement provisions on access to DSME/T among adult patients with diabetes. The first analysis utilizes a unique combination of legal and programmatic data to quantify changes in the supply of DSME/T resources after the adoption of state-mandated benefits (potential access). The second analysis merges legal data with the Medical Expenditure Panel Survey (MEPS) from 2008 to 2016 to examine the impact of state mandates and reimbursement provisions on patient utilization of DSME/T (realized access). Lastly, the final analysis utilizes electronic health record data (2010-2016) from a safety net population to determine if patients’ evaluated need for DSME/T predicts the likelihood of receiving a DSME/T referral during a provider encounter (equitable access). Using novel data sources and a sophisticated policy analysis technique, this study provides a rigorous assessment of the impact of decades of state policies designed to improve access to care.Item Gender-Diverse Youth's Experiences and Satisfaction with Telemedicine for Gender-Affirming Care During the COVID-19 Pandemic(Mary Ann Liebert, 2022-04-11) Sequeira, Gina M.; Kidd, Kacie M.; Rankine, Jacquelin; Miller, Elizabeth; Ray, Kristin N.; Fortenberry, J. Dennis; Richardson, Laura P.; Pediatrics, School of MedicinePurpose: Telemedicine holds potential to improve access to gender-affirming care for gender-diverse youth (GDY), but little is known about youth's perspectives regarding its use. The purpose of this study was to explore GDY's experiences and satisfaction with telemedicine for gender-affirming care during the COVID-19 pandemic. Methods: An online, cross-sectional survey was completed by 12-17-year-old GDY after a telemedicine gender clinic visit. Demographic characteristics, responses to a 12-item telemedicine satisfaction scale, and items assessing interest in future telemedicine use were analyzed using descriptive statistics. Open-ended items exploring GDY's experiences were coded qualitatively to identify key themes. Results: Participants' (n=57) mean age was 15.6 years. A majority were satisfied with telemedicine (85%) and willing to use it in the future (88%). Most GDY preferred in-person visits for their first gender care visit (79%), with fewer preferring in-person for follow-up visits (47%). Three key themes emerged from the open-ended comments: (1) benefits of telemedicine including saving time and feeling safe; (2) usability of telemedicine such as privacy concerns and technological difficulties; and (3) telemedicine acceptability, which included comfort, impact on anxiety, camera use, and patient preference. Conclusions: Despite their preference for in-person visits, a majority of GDY were satisfied and comfortable with telemedicine, and expressed their interest in continuing to have telemedicine as an option for care. Pediatric gender care providers should continue services through telemedicine while implementing protocols related to privacy and hesitation regarding camera use. While adolescents may find telemedicine acceptable, it remains unclear whether telemedicine can improve access to gender-affirming care.Item Glaucoma Treatment Outcomes in Open-Angle Glaucoma Patients of African Descent(World Scientific, 2022) Siesky, Brent; Harris, Alon; Belamkar, Aditya; Zukerman, Ryan; Horn, Avery; Verticchio Vercellin, Alice; Mendoza, Kristen Ann V.; Sidoti, Paul A.; Oddone, Francesco; Ophthalmology, School of MedicineOpen angle glaucoma (OAG), characterized by structural changes to the optic nerve head and retinal nerve fiber layer, is a progressive multifactorial optic neuropathy and leading cause of irreversible blindness globally. Currently intraocular pressure is the only modifiable risk factor; however, others have been identified including genetics and race. Importantly, OAG is much more prevalent in persons of African descent (AD) compared to those of European descent (ED). OAG patients of AD are also known to have a more severe course of the disease, a finding potentially explained by structural and/or vascular differences within eye tissues. In addition, disparities in treatment outcomes have been identified in OAG patients of AD. Specifically, prostaglandin analogues have been suggested to be more effective in patients of AD than in those ED, while beta-adrenergic receptors have been suggested to be less effective, although the evidence is inconsistent. Being of AD has also been identified as a risk factor for trabeculectomy failure while laser trabeculoplasty, has been conversely found to be very effective in lowering IOP in patients of AD. Alternative surgical options including Ex-Press shunt implantation, viscocanalostomy, and canaloplasty are promising in equivalence but require further research to properly evaluate disparity in outcomes. In addition to treatment outcomes, social disparities affecting clinical care also exist for persons of AD in the form of reduced adherence, access, and choice. Overall, data suggests the need for properly designed prospective trials with AD populations as a primary focus to identify the potential mechanisms driving disparities in treatment and address overall potential bias in glaucoma management.Item Identifying Biases in Clinical Decision Models Designed to Predict Need of Wraparound Services(AMIA Informatics summit 2021 Conference Proceedings, 2021-03) Kasthurirathne, Suranga N.; Vest, Joshua R.; Grannis, Shaun J.Investigation of systemic biases in AI models for the clinical domain have been limited. We re-created a series of models predicting need of wraparound services, and inspected them for biases across age, gender and race using the AI Fairness 360 framework. AI models reported performance metrics which were comparable to original efforts. Investigation of biases using the AI Fairness framework found low likelihood that patient age, gender and sex are introducing bias into our algorithms.Item Internal medicine physician job satisfaction in rural Montana and Northern Wyoming- a qualitative analysis(Taylor & Francis, 2019-11) Renjel, Robert A.; Ficalora, Robert; Canaris, Gay; Medicine, School of MedicineBackground: Shortage of physicians in rural areas within the USA is an ongoing issue. There are limited data about why internal medicine physicians ('internists') practice in rural areas throughout the USA. We explored reasons why internists chose rural practice locations in Montana and Northern Wyoming, and reasons for overall job satisfaction in these areas. Methods: We used the phenomenological method of qualitative analysis for the study. The principal investigator (RR) conducted and voice recorded 17 semi-structured interviews, throughout Montana and two counties in Northern Wyoming. The voice recordings were transcribed and analyzed according to thematic analysis. Results: Four main themes emerged, outlining why internists chose to practice in rural areas, and why internists reported overall job satisfaction. The main reason internists reported for choosing rural practices was a rural background or the appeal of rural lifestyle. Reasons reported for overall job satisfaction by internists in rural areas included wide breadth of practice, flexibility of rural practice model and the work environment and administrative support for practice. Conclusion: Despite shortages of health care providers in rural areas, a number of internists show ongoing commitment to practicing in these areas. Hopefully, our study will help rural practices, hospitals and residency programs in Montana and Northern Wyoming with future hiring decisions.Item Longitudinal assessment of Indiana dentists’ participation in Medicaid before and after expansion(Elsevier, 2022-07) Maxey, Hannah L.; Vaughn, Sierra X.; Medlock, Courtney R.; Dickinson, Analise; Wang, Yumin; Family Medicine, School of MedicineBackground Although Medicaid expansion aims to eliminate financial barriers to health care for low-income people in the United States, health care accessibility cannot be guaranteed without clinicians who provide health care to Medicaid recipients. This study examined the characteristics of Indiana dentists that are associated with the likelihood of participating in Medicaid after expansion in 2015. Methods This study included Indiana-licensed dentists who renewed their licenses in 2018 and provided supplemental data elements related to demographics, education and training, and professional characteristics. Dentists’ Medicaid engagement behavior was categorized on the basis of when claims were submitted from 2014 through 2017. Statistical analyses included the χ2 test and generalized multinomial logit model. Results Overall, 2,037 Indiana-licensed dentists were included in the study. Of these, 802 (39.4%) were continually active in Medicaid during the study period, and 116 (5.7%) became active after expansion. Dentists had a greater likelihood of engaging in Medicaid after expansion if they were female, specialized in oral and maxillofacial surgery, practiced in a group practice, and were located in a rural county. Conclusions This study shows that dentists with certain demographic and practice characteristics had a greater likelihood of participation in Indiana Medicaid after expansion in 2015. Several findings from this study are consistent with previous research regarding the emerging trends in workforce diversity and show the impact of expansion policies on the dental safety net. Practical Implications This study presents an effective framework for the use of administrative and regulatory data sources for state-level analysis of the Medicaid safety net.Item Mandated Benefits for Diabetes Education and the Availability of Accredited Programs and Certified Diabetes Educators(Mary Anne Liebert, 2021) Brown-Podgorski, Brittany L.; de Groot, Mary K.; Shi, Yunfeng; Vest, Joshua R.; Medicine, School of MedicineStates have the latitude to mandate coverage of diabetes self-management education (DSME) services for privately insured and Medicaid patients. The impact of these mandates on the supply of DSME resources is unknown. This study compared changes in the supply of DSME programs and program sites accredited by the American Association for Diabetes Educators (AADE) and certified diabetes educators (CDE) between states that did and did not mandate benefits for DSME. Using a unique combination of legal and programmatic data sources, the authors employed fixed effects regression models with clustered robust standard errors to compare changes in the supply of AADE-accredited DSME programs, program sites, and CDEs in states that mandated benefits with states that did not. Given the variation in state mandates, models also estimated the impact of “flexible” reimbursement provisions on the supply of resources among adopting states. The supply of DSME resources has increased over time, but results indicate that mandated benefits were not a significant driver of these changes in the supply. The impact of flexible reimbursement provisions varied. Interestingly, provisions of the Affordable Care Act were associated with an increased supply of resources. Results suggest that extending benefits to previously insured patients does not increase the supply of DSME resources, but a rapid increase in patients entering the health system does encourage growth.Item Nurse practitioner patient care patterns and practice characteristics : understanding the role of state scope-of-practice policies(2017-05-09) Norwood, Connor W.; Harle, Christopher; Menachemi, Nir; Stone, Cynthia; Liu, ZiyueIntroduction: The U.S. is faced with a primary care (PC) workforce shortage; an estimated 43 percent of the population has unmet health care needs and 18.2 percent of the adult population lacks a usual source of care (USC) provider. The workforce shortage limits even those with a USC from receiving the full scope of recommended clinical services. One promising solution is reforming scope-of-practice (SOP) policies for PC nurse practitioners (NPs). Objectives: The primary objective of this dissertation was to assess the impact of NP SOP policy implementation on NP practice patterns and patient access to PC by evaluating NP time spent delivering patient care, NP role as USC providers, patient travel times, and appointment availability. Methods: The studies discussed in this dissertation leveraged cross-sectional data from the National Sample Survey of Nurse Practitioners (NSSNP), time-series data from the Medical Expenditure Panel Survey (MEPS), and the Nurse Practitioner Professional Practice Index (NPPPI) to quantify variations in state policy environments. We used generalized mixed effects models to examine relationships in the cross-sectional data analyses and two-way fixed effect models to evaluate longitudinal data. Results: Our analyses revealed several key findings: NP SOP policies do impact the percentage of time NPs spend providing direct patient care; the NP workforce role as USC providers has increased as SOP policies have changed; states with supportive reimbursement policies have more NPs working as USC providers; and states with fewer NP supervision requirements have shorter patient travel times to USC providers. Conclusion: The U.S. health care system must continue to evolve to address the growing demand for PC services. While strategies to increase the supply of PC providers may be an effective long-term solution, our findings suggest that NP SOP reform may be a viable and complementary strategy to increasing the capacity of the PC workforce, providing more immediate relief.Item Provider Communication and Telepresence Enhance Veteran Satisfaction With Telestroke Consultations(American Heart Association, 2021) Lyerly, Michael; Selch, Griffin; Martin, Holly; LaPradd, Michelle; Ofner, Susan; Graham, Glenn; Anderson, Jane; Martini, Sharyl; Williams, Linda S.; Biostatistics and Health Data Science, School of MedicineBackground and purpose: Telestroke has been demonstrated to be a cost-effective means to expand access to care and improve outcomes in stroke; however, information on patient perceptions of this system of care delivery are limited. This study seeks to examine patient feedback of a national telestroke system within the Veterans Health Administration. Methods: Patients who received a telestroke consultation were eligible for a phone interview 2 weeks later, including questions about technology quality, telepresence, and telestroke provider communication. Satisfaction scores ranged from 1 to 7 (higher=more satisfied) and for analyses were dichotomized as 6 to 7 indicating high satisfaction versus <6. Patient variables including stroke severity (measured by the National Institutes of Health Stroke Scale) were obtained from study records. Generalized estimating equation models were used to determine what factors were associated with patient satisfaction. Results: Over 18 months, 186 interviews were completed, and 142 (76%) reported high satisfaction with telestroke. Patients with more severe stroke were less likely to recall the consultation. Factors significantly associated with patient satisfaction were higher ratings of the technology (P<0.0001), telepresence (P<0.0001), provider communication ratings (P<0.0001), and overall Veterans Affairs satisfaction (P=0.02). In the multivariate model, telepresence (odds ratio, 3.10 [95% CI, 1.81-5.31]) and provider ratings (odds ratio, 2.37 [95% CI, 1.20-4.68]) were independently associated with satisfaction. Veterans who were satisfied were more likely to recommend the technology (P<0.0001). Conclusions: Provider qualities, including telepresence and provider ratings, were associated with overall Veteran satisfaction with the telestroke consultation. Technology quality may be necessary but not sufficient to impact patient experience. Training providers to improve telepresence could improve patient experience with telestroke consultation.