Health-Related Data Sources Accessible to Health Researchers From the US Government: Mapping Review.

BACKGROUND: Big data from large, government-sponsored surveys and data sets offers researchers opportunities to conduct population-based studies of important health issues in the United States, as well as develop preliminary data to support proposed future work. Yet, navigating these national data sources is challenging. Despite the widespread availability of national data, there is little guidance for researchers on how to access and evaluate the use of these resources. OBJECTIVE: Our aim was to identify and summarize a comprehensive list of federally sponsored, health- and health care-related data sources that are accessible in the public domain in order to facilitate their use by researchers. METHODS: We conducted a systematic mapping review of government sources of health-related data on US populations and with active or recent (previous 10 years) data collection. The key measures were government sponsor, overview and purpose of data, population of interest, sampling design, sample size, data collection methodology, type and description of data, and cost to obtain data. Convergent synthesis was used to aggregate findings. RESULTS: Among 106 unique data sources, 57 met the inclusion criteria. Data sources were classified as survey or assessment data (n=30, 53%), trends data (n=27, 47%), summative processed data (n=27, 47%), primary registry data (n=17, 30%), and evaluative data (n=11, 19%). Most (n=39, 68%) served more than 1 purpose. The population of interest included individuals/patients (n=40, 70%), providers (n=15, 26%), and health care sites and systems (n=14, 25%). The sources collected data on demographic (n=44, 77%) and clinical information (n=35, 61%), health behaviors (n=24, 42%), provider or practice characteristics (n=22, 39%), health care costs (n=17, 30%), and laboratory tests (n=8, 14%). Most (n=43, 75%) offered free data sets. CONCLUSIONS: A broad scope of national health data is accessible to researchers. These data provide insights into important health issues and the nation's health care system while eliminating the burden of primary data collection. Data standardization and uniformity were uncommon across government entities, highlighting a need to improve data consistency. Secondary analyses of national data are a feasible, cost-efficient means to address national health concerns.

Predictors of Early (0-7 Days) and Late (8-30 Days) Readmission in a Cohort of Acute Coronary Syndrome Patients.

Background: Readmissions following acute coronary syndrome are unevenly distributed across the 30-day post-discharge period. There is limited data on predictors of all-cause readmission in early (0-7 day) and late (8-30 day) post-discharge periods for this population; the purpose of this retrospective cohort study was to identify predictors of early and late readmission. Methods: Patients at Michigan Medicine (Ann Arbor, Michigan, United States) with a principal discharge diagnosis of unstable angina, ST-segment elevation myocardial infarction, or non-ST segment elevation myocardial infarction between April 2008 and November 2017 were identified. Predictors of early and late readmission were analyzed with multivariable logistic regression models. Results: Of 1120 patients hospitalized following acute coronary syndrome, 198 (17.68%) were readmitted within 30 days while 70 (6.25%) were readmitted within 7 days of discharge. Of 30-day readmissions, early readmissions were more likely in females [OR 2.26, 95% confidence interval (CI) 1.23, 4.16], non-white individuals (p=0.05), or patients requiring intensive care unit admission during hospitalization (OR 2.20, 95% CI 1.14, 4.24). Relative to patients not readmitted within 7 days, patients who were female, had history of atrial fibrillation, principal discharge diagnosis of non-ST segment elevation myocardial infarction, or required intensive care unit admission were more likely readmitted early. History of congestive heart failure was a predictor of late readmission when compared to patients not readmitted in 30 days. Conclusion: Following acute coronary syndrome, predictors of readmission varied between early and late readmission groups. Readmission predictors provides healthcare providers with information useful in minimizing readmissions and concomitant financial penalties.

Early (0-7 day) and late (8-30 day) readmission predictors in acute coronary syndrome, atrial fibrillation, and congestive heart failure patients.

OBJECTIVES: Thirty-day readmission following hospitalization for acute coronary syndrome (ACS), atrial fibrillation (AF), or congestive heart failure (CHF) is common, and many occur within one week of discharge. Using a cohort of patients hospitalized for ACS, AF, or CHF, we sought to identify predictors of 30-day, early (0-7 day), and late (8-30 day) all-cause readmission. METHODS: We identified 3531 hospitalizations for ACS, AF, or CHF at a large academic medical center between 2008 and 2018. Multivariable logistic regression models were created to identify predictors of 30-day, early, and late unplanned, all-cause readmission, adjusting for discharge diagnosis and other demographics and comorbidities. RESULTS: Of 3531 patients hospitalized for ACS, AF, or CHF, 700 (19.8%) were readmitted within 30 days, and 205 (29.3%) readmissions were early. Of all 30-day readmissions, 34.8% of ACS, 16.8% of AF, and 26.0% of the CHF cohorts' readmissions occurred early. Higher hemoglobin was associated with lower 30-day readmission [adjusted (adj) OR 0.92, 95% CI 0.88-0.97] while patients requiring intensive care unit (ICU) admission were more likely readmitted within 30 days (adj OR 1.31, 95% CI 1.03-1.67). Among patients with a 30-day readmission, females (adj OR 1.73, 95% CI 1.22, 2.47) and patients requiring ICU admission (adj OR 2.03, 95% CI 1.27, 3.26) were more likely readmitted early than late. Readmission predictors did not vary substantively by discharge diagnosis. CONCLUSION: Patients admitted to the ICU were more likely readmitted in the early and 30-day periods. Other predictors varied between readmission groups. Since outpatient follow-up often occurs beyond 1 week of discharge, early readmission predictors can help healthcare providers identify patients who may benefit from particular post-discharge services.

Trends in Calcium Channel Blocker Use in Patients with Heart Failure with Reduced Ejection Fraction and Comorbid Atrial Fibrillation.

BACKGROUND: Heart failure with reduced ejection fraction and atrial fibrillation commonly coexist. Most calcium channel blockers are not recommended in heart failure with reduced ejection fraction, but their use has been seldom evaluated. For patients with heart failure with reduced ejection fraction and comorbid atrial fibrillation, we sought to 1) determine the proportion discharged on contraindicated calcium channel blockers, 2) describe how clinicians' use of these medications at discharge have changed over time, and 3) identify predictors for contraindicated calcium channel blocker prescription at discharge. METHODS: We analyzed 395 patients discharged with heart failure with reduced ejection fraction and atrial fibrillation between 2008 and 2018. Discharge on a contraindicated calcium channel blocker (any calcium channel blocker except amlodipine) was the primary outcome. Changes in calcium channel blocker prescription over time were evaluated with a Cochran-Armitage trend test. Multivariable logistic regression was used to identify predictors of calcium channel blocker prescription at discharge. RESULTS: Twenty-nine (7.3%) patients were discharged on a contraindicated calcium channel blocker without change over time (Ptrend = .38). Of these, 26 (86.7%) were discharged on multiple atrioventricular nodal blocking medications. Hypertension (odds ratio [OR] 7.87; 95% confidence interval [CI], 1.04-59.40) and female sex (OR 3.01; 95% CI, 1.36-6.67) were both associated with contraindicated calcium channel blocker prescription at discharge while diabetes mellitus was negatively associated with this outcome (OR 0.34; 95% CI, 0.14-0.88). CONCLUSION: One in 14 patients with heart failure with reduced ejection fraction and comorbid atrial fibrillation were discharged on a contraindicated calcium channel blocker, without change over time. Most patients were discharged on multiple atrioventricular nodal blockers, highlighting potential need for greater coordination between discharging physicians, pharmacists, and electrophysiology.

Cardiac Transitional Care Effectiveness: Does Overall Comorbidity Burden Matter?

BACKGROUND: Cardiovascular disease is the most common cause of mortality and hospitalization in the United States. Transitional care initiatives can improve outcomes for cardiac patients, but it is unclear whether patients with different baseline comorbidity burden benefit equally. We evaluated the effectiveness of the Bridging the Discharge Gap Effectively (BRIDGE) program, a nurse-practitioner-led transitional care clinic, in mitigating adverse clinical outcomes in cardiac patients with varying Charlson comorbidity index (CCI). METHODS: We studied patients referred to BRIDGE between 2008 and 2017 postdischarge for a cardiac condition. Using proportional hazards regression models, we evaluated associations between attendance at BRIDGE and hospital readmission, emergency department (ED) visit, and a composite outcome consisting of readmission, ED visit, or mortality, and assessed interaction between BRIDGE attendance and CCI. RESULTS: Of 4559 patients, 3256 (71.4%) attended BRIDGE. In patients with low CCI, attendance at BRIDGE was inversely associated with hospital readmission (adjusted hazard ratio = 0.82, 95% confidence interval [CI]: 0.69, 0.97, P = .02) and the composite endpoint (adjusted hazard ratio = 0.84, 95% CI: 0.72, 0.98, P = .02). Associations of BRIDGE attendance with both readmission and ED visit were significantly weaker in patients with high CCI (adjusted P, interaction = .007 and .03, respectively). Overall, BRIDGE attendance was associated with an 11% lower hazard of developing the composite endpoint (95% CI: 2%, 19%, P = .01). CONCLUSIONS: Attendance at a transitional care clinic is inversely associated with risk of readmission and a composite endpoint in cardiac patients with low CCI. Future research should investigate modified transitional care programs in patients with varying comorbidity burden.

Insights into hospital readmission patterns of atrial fibrillation patients.

INTRODUCTION: Patients admitted to the hospital with atrial fibrillation have associated morbidity and mortality and incur significant costs. Data characterizing atrial fibrillation patients at high risk for readmission are scarce. We sought to inform this area by characterizing and categorizing unplanned readmissions of atrial fibrillation patients. METHODS: Retrospective data were abstracted from the charts of patients discharged from 2008 to 2012 after an index hospitalization for atrial fibrillation and referred to the nurse practitioner-led transitional care program, Bridging the Discharge Gap Effectively. Unplanned readmissions were dichotomized as early (⩽30 days) or late (31-180 days) and further classified as either "atrial fibrillation/atrial fibrillation-related" (AF/AF-related), "Cardiac; not AF/AF-related," or "Not cardiac-related." Case classifications were adjudicated by a senior cardiologist. Patient demographics and readmission characteristics were then compared. RESULTS: Of 255 patients, 97 (38.0%) had unplanned readmissions within 180 days of discharge; 45 (46.4%) were early and 52 (53.6%) were late. Atrial fibrillation and cardiac causes accounted for 68.9% (n=31) of early readmissions and 65.4% (n=34) of late. Patients with late readmissions were more likely to have diabetes (32.7% vs. 17.7%, p=.022) and higher CHA2DS2VASc scores (3.63 vs. 2.98, p=0.026) than those not readmitted. No other differences in baseline characteristics were seen within or between groups. The 30-day all-cause readmission rate in this sample was 17.6% (n=45). CONCLUSION: Readmissions following hospital discharge for atrial fibrillation are common; approximately 50% of these readmissions are for reasons unrelated to atrial fibrillation. In order to reduce atrial fibrillation-related readmissions, further research is needed to characterize predictors of readmission and to develop effective transitional care interventions.

The Relationship Between Patient Satisfaction With Hospitalization and Outcomes Up to 6 Months Post-Discharge in Cardiac Patients.

Little is known about the relationship between patient satisfaction with inpatient care and post-discharge outcomes. This study examined inpatient hospital satisfaction after a cardiac event and outcomes through 6 months post-discharge. We examined 327 cardiac patients from the Bridging the Discharge Gap Effectively database who completed a patient satisfaction survey about their hospital admission and had post-discharge outcomes data. Higher patient satisfaction with the discharge process correlated with fewer readmissions at 90 days post-discharge. Higher patient satisfaction with hospital staff management of personal issues correlated with fewer emergency department visits at 6 months post-discharge. Higher patient satisfaction with overall assessment of care and hospitalization correlated with lower mortality rate at 6 months post-discharge. Being nonwhite correlated with lower nursing care satisfaction. Associations between cardiac patient satisfaction and outcomes exist. In this population, higher patient satisfaction correlated with better outcomes. Patient satisfaction data may be able to inform areas for health system improvement.

Diagnosed and living with fibromuscular dysplasia: A qualitative inquiry.

Fibromuscular dysplasia (FMD) is a vascular disorder about which little has been known until recently. Patients with FMD may suffer from hypertension, aneurysms, or strokes, as well as symptoms associated with local artery damage. As a result of advances in vascular medicine and growing outcomes registries, we now have a better understanding of the FMD disease process and epidemiology. Nevertheless, the consequences of FMD on patients' day-to-day experiences and mental health status are not well understood. The purpose of this study was to begin to identify and characterize the experiences of living with FMD from the perspective of the patient using qualitative inquiry. Interviews with 19 FMD patients (18 female, 1 male) were conducted, audio-recorded, transcribed verbatim, and content analyzed. Individuals with FMD reported a complex array of psychological, physical, emotional, social, and health care concerns, which may be underdiagnosed. Findings suggest new opportunities for enhancing patient care.

Cost Analysis of an Advanced Practice Registered Nurse Transitional Care Model for Cardiac Patients.

Interest in care transitions has intensified in light of emphasis placed on hospital readmissions. This study provides a comparative analysis of the costs of providing transitional care through a program for cardiac patients against hospital readmission costs. The advanced practice registered nurse-managed BRIDGE model reduced health care costs associated with readmissions that were in excess of program costs. On average, there was a per-patient savings of $4,944 in avoided readmissions within 30 days of hospital discharge. Over the duration of the program, this equates to a $306,537 savings in patients with acute coronary syndrome. Nurse practitioners have a unique, holistic, and supportive approach to providing care that may make them ideal for the transitional care setting.

Competencies for the Nurse Practitioner Working with Adult Urology Patients.

The role of the nurse practitioner (NP) has expanded into specialty domains. This document proposes 24 competencies specific to the urology NP, which are also consistent with the recommendations of National Organization of Nurse Practitioner Faculties (NONPF) and compliment the American Urologic Association (AUA) 2014 white paper on the incorporation of advanced practice providers in urology practices. It describes three levels of practice and experience progression for the urology NP working with adult patients, independent of specific clinical setting. These urology-specific competencies supplement and complement the core competencies and population-focused competencies of generalist nurse practitioners.

Evaluation of a postdischarge coronary artery disease management program.

OBJECTIVES: We conducted a demonstration project to assess the value of a nurse practitioner (NP) based coronary artery disease management (CAD-DM) program for patients with an acute coronary syndrome (ACS) or percutaneous coronary intervention. METHODS: Patients were recruited to attend three 1-h monthly visits. The intervention included assessment of clinical symptoms and guideline-based treatments; education regarding CAD/ACS; review of nutrition, exercise, and appropriate referrals; and recognition of significant symptoms and emergency response. RESULTS: Two hundred thirteen (84.5%) completed the program. Physician approval for patient participation was 99%. Average age was 63 ± 11 years, 70% were male, and 89% white. At baseline, 61% (n = 133) had one or more cardiopulmonary symptoms, which declined to 30% at 12 weeks, p < .001. Sixty-nine percent attended cardiac rehabilitation or an exercise consult. Compared to the initial assessment, an additional 20% were at low-density lipoprotein cholesterol < 70 mg/dL (p = .04), an additional 35% met exercise goals (p < .0001), and there was an improvement in the mental (baseline 49.7 vs. 12 weeks 53, p = .0015) and physical components (44 vs. 48, p = .002) of the SF-12 health survey. CONCLUSION: This NP-based CAD-DM program was well received and participants demonstrated improvement in physical and mental health, and increased compliance with recommended lifestyle changes.