Evaluation of variability in care and outcomes for patients with gastrointestinal bleeding

消化道出血患者护理和结果变异性的评估

• 批准号: 10388264
• 负责人: Shazia Mehmood Siddique
• 金额: $ 16.99万
• 依托单位: UNIVERSITY OF PENNSYLVANIA
• 依托单位国家: 美国
• 财政年份: 2020
• 资助国家: 美国
• 起止时间: 2020-07-01 至 2025-03-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10388264
• 关键词: Accounting; Acute; American Hospital Association; Anticoagulation; Beds; Calibration; Caring; Characteristics; Clinical; Clinical Pathways; Clinical Practice Guideline; Data; Data Analytics; Data Set; Databases; Development; Development Plans; Discrimination; Disease; Endoscopy; Enrollment; Ensure; Epidemiology; Evaluation; Faculty; Foundations; Funding; Gastrointestinal Hemorrhage; Goals; Grant; Health Care Reform; Health Policy; Health Services Research; Health system; Heterogeneity; Hospitalization; Hospitals; Inpatients; Institution; Interventional radiology; Interview; K-Series Research Career Programs; Lead; Learning; Length of Stay; Link; Master of Science; Measures; Medicare; Medicare claim; Mentors; Mentorship; Methodology; Methods; Modeling; Nurses; Outcome; Outcome Measure; Outpatients; Patient Care; Patient-Focused Outcomes; Patients; Pharmacologic Substance; Physicians; Play; Population Heterogeneity; Procedures; Process; Process Measure; Provider; Qualitative Methods; Research; Research Personnel; Resources; Risk; Risk Factors; Role; Scientist; Source; Standardization; Statistical Methods; Structure; Surveys; Training; United States; United States National Institutes of Health; Validation; Variant; care outcomes; career development; clinical application; cohort; comorbidity; experience; hospital performance; improved; improved outcome; inpatient service; mortality; multilevel analysis; novel; organizational structure; patient population; readmission rates; skills; stem

PROJECT SUMMARY Gastrointestinal bleeding (GIB) is a major cause of inpatient hospitalizations in the United States, and comprises a heterogeneous population with appreciable variability in patient outcomes amongst hospitals. Nationally, 30-day mortality rates are estimated at 7%; however, mortality and readmission rates vary widely across hospitals. Such variability suggests the potential to improve patient care and save lives by identifying modifiable factors that influence outcomes after hospitalization with GIB. Patient-related factors, hospital structure and processes of care play major roles in determining outcomes for many other diseases, but the impact of these factors on outcomes related to GIB has not been adequately defined. The objective of this proposal is to identify and understand sources of variation in care for patients with GIB, including patient-level factors, organization (i.e. structure) and processes of care (e.g.. endoscopic and interventional radiology utilization) amongst hospitals. Our central hypothesis is that modifiable factors impact patient outcomes during hospitalizations for GIB, which include both structural characteristics and processes of care. Our proposal is to build a multi-level model of patient outcomes standardized across hospitals, accounting for patient factors and assess the impact of hospital factors, and then qualitatively explore additional processes of care, through the following interrelated specific aims: Aim 1- To develop a risk-standardized model for GIB outcomes across hospitals using Medicare inpatient, outpatient, and pharmaceutical claims data. To ensure generalizability and clinical applicability, model validation will be performed in a multipayer, multicenter database and using UPenn health system data which contains clinical variables. Aim 2 - to identify hospital factors (structures and processes of care) associated with GIB outcomes, using a combined dataset of the aforementioned Medicare data with American Hospital Association Annual Survey data. Aim 3 – to explore barriers and facilitators of processes of care for inpatient GIB among hospitals with better and worse patient outcomes, using qualitative methods. This mixed methods approach will allow for a comprehensive evaluation of drivers of variation in care for gastrointestinal bleeding. The expected outcome for the proposed research is that it will identify important modifiable factors in care associated with patient outcomes for those hospitalized with GIB. This can lead to the development and validation of quality metrics to improve patient care. To facilitate completion of the research and further the academic development of the applicant, the PI will enroll in coursework that builds on her Master of Science by focusing on statistical methods using clustered and longitudinal data, data analytics in confounding, and qualitative methodologies. This proposal has unequivocal and outstanding divisional and institutional support and exceptional mentorship of experienced faculty with a strong track record in epidemiology, health services research, and mentoring prior K-award grant recipients. These activities will allow the PI to develop the skills necessary to become a successful independent NIH-funded investigator and a leader in GI-related health services research.

项目总结