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Browsing by Subject "Healthcare utilization"
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Item Assessing Needs and Experiences of Preparing for Medical Emergencies Among Children with Cancer and Their Caregivers(Wolters Kluwer, 2020-11) Mueller, Emily L.; Cochrane, Anneli R.; Moore, Courtney M.; Jenkins, Kelli B.; Bauer, Nerissa S.; Wiehe, Sarah E.; Pediatrics, School of MedicineBackground: Caregivers of children with cancer can experience stress when seeking care in the emergency department (ED). We sought to assess how caregivers prepare for and manage a medical emergency that arises in the community setting. Methods: A qualitative evaluation of ED visit preparations taken by children with cancer and their caregivers using self-reported interactive toolkits. Eligible participants included children with cancer (age: 11 to 21 y) currently receiving therapy for cancer diagnosis with an ED visit (besides initial diagnosis) within the previous 2 months and caregivers of same. Participants received a paper toolkit, which were structured as experience maps with several generative activities. Toolkits were transcribed, thematically coded, and iteratively analyzed using NVivo 12.0 software. Results: A total of 25 toolkits were received (7 children, 18 caregivers), with about three quarters of participants living >1 hour from the treating institution. Several important common themes and areas for improvement emerged. Themes included struggles with decision-making regarding when and where to seek ED care, preparing to go to the ED, waiting during the ED visit, repetition of information to multiple providers, accessing of ports, and provider-to-provider and provider-to-caregiver/patient communication. Conclusions: The information gained from this study has the potential to inform a tool to support this population in planning for and managing emergent medical issues. This tool has the potential to improve patient and caregiver satisfaction, patient-centered outcomes, and clinical outcomes.Item Dynamic Delirium Severity Trajectories and Their Association With 2-Year Healthcare Utilization and Mortality Outcomes(Wolters Kluwer, 2021-09-10) Lindroth, Heidi; Mohanty, Sanjay; Ortiz, Damaris; Gao, Sujuan; Perkins, Anthony J.; Khan, Sikandar H.; Boustani, Malaz A.; Khan, Babar A.; Surgery, School of MedicineDelirium severity has been associated with a higher risk of mortality and an increasing morbidity burden. Recently defined delirium severity trajectories were predictive of 30-day mortality in a critically ill patient population. No studies to date have examined associations between delirium severity trajectories and 2-year mortality and healthcare utilization outcomes. Objectives: To examine the associations between recently defined delirium severity trajectories and 2-year healthcare utilization outcomes of emergency department visits, rehospitalizations, and mortality. Design setting and participants: This is a secondary analysis using data from the randomized controlled clinical trial Pharmacological Management of Delirium in the Intensive Care Unit and Deprescribing in the Pharmacologic Management of Delirium trial conducted from 2009 to 2015. Patients who were greater than or equal to 18 years old, were in the ICU for greater than or equal to 24 hours, and had a positive delirium assessment (Confusion Assessment Method for the ICU) were included in the original trial. Participants were included in the secondary analysis if 2-year healthcare utilization and mortality data were available (n = 431). Main outcomes and measures: Healthcare utilization data within 2 years of the initial discharge date were pulled from the Indiana Network for Patient Care. Data over a 2-year period on emergency department visits (days to first emergency department visit, number of emergency department visits), inpatient hospitalizations (days to first hospitalizations, number of hospitalizations), and mortality (time to death) were extracted. Univariate relationships, Cox proportional hazard models, and competing risk modeling were used to examine statistical relationships in SAS v9.4. Results: The overall sample (n = 431) had a mean age of 60 (sd, 16), 56% were females, and 49% African-Americans. No significant associations were identified between delirium severity trajectories and time to event for emergency department visit, mortality, or rehospitalization within 2 years of the index hospital discharge. Conclusions and relevance: This secondary analysis did not identify a significant relationship between delirium severity trajectories and healthcare utilization or mortality within 2 years of hospital discharge.Item Emergency Department Utilization Among Pediatric and Young Adults with Intellectual and Developmental Disabilities (2009-2014)(2019-04) Mullen, Cody J.; Stone, Cynthia; Menachemi, Nir; Monahan, Patrick; Johnston, AnnIntroduction: The prevalence of those aged 3-25 with an intellectual and developmental disability (I/DD), has increased 17.1% from 1997 to 2008. This study focused on these I/DD: autism spectrum disorder (ASD), cerebral palsy, learning disabilities and spina bifida. Previous studies have found that individuals with an I/DD use health services and the emergency department (ED) more frequently, regardless of payer. Methods: This dissertation will describe and define the characteristics of ED use among children and young adults with an I/DD. A repeated, cross-section of annual data of a national sample distributed by the Agency for Healthcare Research and Quality Healthcare Utilization Project National Emergency Department Sample will be analyzed from 2009-2014. This approach will document the primary clinical reason for ED use, the appropriateness of the need for a visit, and demographic, geographic, and temporal correlates for medical, injury, and psychiatric care visits in the ED. The appropriateness of need will be assessed by the New York University (NYU) Emergency Department Diagnosis Classification method for medical care visits. A logistic regression model will be specified for each visit type. Results: The sample included 386,632 visits with an I/DD diagnosis. The NYU classification method found that 44.6% of all visits for ASD were classified as nonemergent yet the other three I/DD had a non-emergent visit rate ranging 25.9%-28.8%. The ASD sub-sample was 51.8% of all visits for psychiatric care and 50.5% of all visits for injury care. All independent variables tested: admission on weekend, ED trauma level, age, sex, payer source, patient zip code income quarterlies, and patient rurality, were found to be statistically different for each model. Conclusion: The findings indicate the need for development of interventions that are specific to reducing non-emergent ED utilization for children and young adults with a diagnosis of ASD and interventions developed for reduction of emergent ED care for the other I/DD’s. In addition, unique interventions are needed to reduce the utilization of the ED for psychiatric care specifically for the ASD population and utilization of the ED for injury care for all I/DD diagnoses.Item The impact of fear of cancer recurrence on healthcare utilization among long-term breast cancer survivors recruited through ECOG-ACRIN trials(Wiley, 2021) Vachon, Eric; Krueger, Ellen; Champion, Victoria L.; Haggstrom, David A.; Cella, David; Cohee, Andrea A.Objective To examine the relationship between fear of cancer recurrence (FCR) and healthcare utilization among long-term breast cancer survivors (BCS). Methods In a cross-sectional survey study, 505 younger survivors (YS: ≤45 years) and 622 older survivors (OS: 55–70 years) 3–8 years from diagnosis completed a questionnaire assessing demographics, medical history, FCR, and healthcare utilization. Healthcare utilization consisted of breast cancer (BC) and non-BC-related routine and nonroutine utilization. Results YS had significantly higher FCR than OS (p < 0.01). Independent of age, FCR was significantly associated with all three types of BC-related utilization (p < 0.05). In the multivariate models, we found a significant, positive interaction effect between FCR and increased comorbidities on nonroutine BC appointments (p = 0.01) and BC-related emergency room visits (p = 0.03). Additionally, comorbidities were associated with non-BC-related utilization (p < 0.01), and nonwhites were more likely to utilize nonroutine resources, both BC and non-BC-related (p < 0.01). Conclusions Increased FCR has been associated with hypervigilance among survivors and may lead to increased healthcare utilization. YS are at higher risk for increased FCR and psychosocial concerns, which may lead to overutilization. Providers should be aware that higher FCR may be related to increased use of healthcare resources and that these patients might be better served with supportive resources to increase quality of life and decrease inappropriate utilization. While this study provides increased evidence of the relationship between FCR and healthcare utilization, interventions are needed for survivors at risk to address unmet needs, especially as life expectancy increases among BCS.Item Impact on Quality of Life, Health Care Access, and Health Care Utilization of Individuals with Vitiligo: An Analysis of the All of Us Research Program(Springer, 2024-08-22) Crummer, Elliott; Cohen, Joshua T.; Rosmarin, David; Lin, Pei-Jung; Dermatology, School of MedicineVitiligo is an autoimmune skin depigmenting disorder that can negatively impact quality of life. A new FDA approved treatment for vitiligo offers considerable promise, and to maximize benefits strategies to implementation should consider disease burden, healthcare access, and healthcare utilization of individuals with vitiligo. Using the All of Us Research Program's large data set, including survey responses, we investigated these outcomes among participants with and without vitiligo. Our analysis used quality of life, delayed care due to an obstacle, and seeing a doctor in the past year as dichotomized proxies for disease burden, healthcare access, and healthcare utilization. The results show that people with vitiligo are more likely to report worse quality of life but ostensibly greater healthcare access and utilization compared to people without vitiligo. However, these relationships are not significant when adjusted for demographics, socioeconomic characteristics, and comorbidities of vitiligo. Prior research has shown non-Caucasian individuals have worse health outcomes in general, and worse quality of life within the vitiligo population. Our data demonstrated consistent findings; moreover, we found that non-Caucasian individuals with vitiligo had inferior healthcare access and lower health care utilization than Caucasian individuals. Implementation of new treatments for vitiligo should prioritize disadvantaged individuals to improve health equity.Item Nephrotoxic medication exposure in US adults with pre-dialysis chronic kidney disease: health services utilization and cost outcomes.(Academy of Managed Care Pharmacists (AMPC), 2016-08) Davis-Ajami, Mary; Fink, Jeffery C.; Wu, JunBackground: Nephrotoxic medication exposure increases risks for acute kidney injury, permanent renal function loss, and costly preventable adverse drug events. Exposure to medications associated with inducing acute tubular nephritis or tubular toxicity versus non-exposure among those with predialysis renal disease-a population vulnerable to increased risk of kidney injury-may affect health services utilization and cost outcomes. Few studies quantify nephrotoxic medication exposure in chronic kidney disease (CKD) and associated costs. Objective: To examine exposure to medications associated with inducing acute tubular nephritis or tubular toxicity versus nonexposure and the effect on health services utilization and cost outcomes in a nationally representative sample of adults with predialysis CKD. Methods: This retrospective study used Medical Expenditure Panel Survey (MEPS) household component longitudinal files (years 2006-2012; panels 11-16). Participants included 809 MEPS respondents aged > 18 years with predialysis CKD, after excluding those participants with cancer, kidney stone, renal dialysis, or transplant procedures (approximately 14.7 million U.S. noninstitutionalized individuals). Two groups were created to evaluate the main measures: (1) participants prescribed 1 or more medications associated with risk of acute tubular nephritis and/or tubular toxicity (termed "nephrotoxic exposure") and (2) participants with nonexposure. Medications cited in published literature as associated with tubular kidney damage were used. Multivariable regression models assessed the pattern of nephrotoxic medication exposure and its effect on health services utilization and expenses. Results: Nephrotoxic medication exposure occurred in 72% of adult MEPS respondents. Of those, 47.2% and 52.8% were prescribed 1 and at least 2 nephrotoxic medications, respectively. Coexistent chronic conditions included hypertension (72.3%), diabetes (49.5%), coronary heart disease (33%), arthritis (23.6%), and chronic obstructive pulmonary disease (17.6%). Eligible MEPS respondents aged ≥ 65 years, from the U.S. South region, and with Charlson Comorbidity Index (CCI) score > 0 were 75% (vs. aged 18-45 years), 83% (vs. Northeast), and 72%-96% (vs. CCI = 0) more likely to be exposed to nephrotoxic medications. Uninsured participants showed 55% less likelihood of nephrotoxic exposure, compared with privately insured participants. Higher utilization was shown in the nephrotoxic medication exposure group (vs. nonexposure): prescription fills (52.8 vs. 26.8, P < 0.001), emergency department visits (56.2 vs. 29.3 per 1,000 patient months, P < 0.001), and hospitalization (51.8 vs. 23.4 per 1,000 patient months, P < 0.001). Unadjusted all-cause expenses were greater for the following categories: medical ($119,935 vs. $11,462, P < 0.001), prescription drug ($4,828 vs. $2,816, P < 0.001), and total health expenses ($24,663 vs. $14,277, P < 0.001). Adjusted all-cause expenses were greater for total (29.7% greater, P = 0.003), prescription medications (56.6% greater, P < 0.001), and medical (23.4% greater, P = 0.036), but there were no differences in predialysis CKD-related utilization and expenses. Conclusions: Increased vigilance is needed when prescribing nephrotoxic medications in predialysis CKD, particularly in patients with comorbid conditions and the elderly. Nephrotoxic medication exposure in predialysis CKD has the potential for increased health services utilization and cost outcomes.Item Palliative Care, Patient-Reported Measures, and Outcomes in Hospitalized Patients with Cirrhosis(Elsevier, 2022) Orman, Eric S.; Yousef, Andrew; Xu, Chenjia; Shamseddeen, Hani; Johnson, Amy W.; Nephew, Lauren; Ghabril, Marwan; Desai, Archita P.; Patidar, Kavish R.; Chalasani, Naga; Medicine, School of MedicineContext: Studies of palliative care (PC) in hospitalized patients with cirrhosis have been retrospective, with limited evaluation of patient-reported measures and outcomes. Objectives: To examine the relationship between PC, patient-reported measures (quality of life and functional status), and outcomes. Methods: We performed a prospective cohort study of patients with cirrhosis hospitalized from 2014 to 2019. We recorded PC consultation details, quality of life (chronic liver disease questionnaire), and functional status (functional status questionnaire). Patients were followed for 90 days to assess readmissions, costs, and mortality. Results: Seventy-four of 679 patients saw PC, often later in the hospitalization (median hospital day 8; IQR 4-16). Those who saw PC had greater Charlson comorbidity index (mean 6.8 vs. 5.9), MELD (mean 25 vs. 20), and prior 30-day admission (47% vs. 35%). Compared to those who did not see PC, PC patients had greater impairments in intermediate activities of daily living (83% vs. 72%), social activity (72% vs. 59%), quality of interactions (49% vs. 36%), abdominal symptoms (mean score 3.1 vs. 3.6), activity (mean 3.3 vs. 3.6), and overall quality of life (mean 3.6 vs. 3.8). PC was associated with fewer transfusions and upper endoscopies and with greater completion of advanced directives. After multivariable adjustment, PC was not associated with intensive care, 30-day readmissions, 90-day costs, or mortality. Conclusion: PC occurs infrequently and late in those with more severe liver disease and functional impairment. PC may be associated with reduction in utilization and greater completion of advanced directives. Randomized trials are needed to evaluate PC for this population.