Roles of disease severity and post-discharge outpatient visits as predictors of hospital readmissions

Characteristics associated with 30-day post-stroke readmission within an academic urban hospital network

OBJECTIVES

Hospital readmissions are associated with poor health outcomes including illness severity and medical complications. The objective of this study was to identify characteristics associated with 30-day post-stroke readmission in an academic urban hospital network.

MATERIALS AND METHODS

We collected data on patients admitted with stroke from 2017 through 2022 who were readmitted within 30 days of discharge and compared them to a subset of non-readmitted stroke patients. Chart review was used to collect demographics, characteristics of the stroke, co-morbid conditions, in-hospital complications, and post-discharge care. Univariate analyses followed by regression analysis were used to assess characteristics associated with post-stroke readmission.

RESULTS

We identified 4743 patients with stroke (18 % hemorrhagic, mean age 70.1 (standard deviation (SD) 17.2), 47.3 % female) discharged from the stroke services, of whom 282 (5.9 %) patients were readmitted within 30 days of index hospitalization. Univariate analyses identified 18 significantly different features between admitted and readmitted patients. Regression analysis revealed characteristics associated with readmission included private insurance (odds ratio (OR) 0.4, confidence interval (CI) 0.3-0.6, p < 0.001), comorbid peripheral vascular disease (PVD) (OR 2.7, CI 1.3-5.5, p = 0.009), malignancy (OR 1.6, CI 1.0-2.6, p = 0.04), seizure (OR 3.4, CI 1.4-8.2, p = 0.007), thrombolytic administration (OR 0.4, CI 0.2-0.7, p = 0.003), undergoing thrombectomy (OR 5.4, CI 2.9-10.1, p < 0.001), and higher discharge modified Rankin Scale score (OR 1.2, CI 1.0-1.3, p = 0.047).

CONCLUSIONS

Our data demonstrate that thrombectomy, high discharge Rankin score, comorbid malignancy, seizure or PVD, and lack of thrombolytic administration or private insurance predict readmission.

The status of patient portal use among Emergency Department patients experiencing houselessness: A large-scale single-center observational study

OBJECTIVE

Patient portal (PP) use has rapidly increased in recent years. However, the PP use status among houseless patients is largely unknown. We aim to determine 1) the PP use status among Emergency Department (ED) patients experiencing houselessness, and 2) whether PP use is linked to the increase in patient clinic visits.

METHODS

This is a single-center retrospective observational study. From March 1, 2019, to February 28, 2021, houseless patients who presented at ED were included. Their PP use status, including passive PP use (log-on only PP) and effective PP use (use PP of functions) was compared between houseless and non-houseless patients. The number of clinic visits was also compared between these two groups. Lastly, a multivariate logistic regression was analyzed to determine the association between houseless status and PP use.

RESULTS

We included a total of 236,684 patients, 13% of whom (30,956) were houseless at time of their encounter. Fewer houseless patients had effective PP use in comparison to non-houseless patients (7.3% versus 11.6%, p < 0.001). In addition, a higher number of clinic visits were found among houseless patients who had effective PP use than those without (18 versus 3, p < 0.001). The adjusted odds ratio of houseless status associated with PP use was 0.48 (95% CI 0.46-0.49, p < 0.001).

CONCLUSIONS

Houselessness is a potential risk factor preventing patient portal use. In addition, using patient portals could potentially increase clinic visits among the houseless patient population.

All Patient Refined-Diagnosis Related Groups' (APR-DRGs) Severity of Illness and Risk of Mortality as predictors of in-hospital mortality

The aims of this study were to assess All-Patient Refined Diagnosis-Related Groups' (APR-DRG) Severity of Illness (SOI) and Risk of Mortality (ROM) as predictors of in-hospital mortality, comparing with Charlson Comorbidity Index (CCI) and Elixhauser Comorbidity Index (ECI) scores. We performed a retrospective observational study using mainland Portuguese public hospitalizations of adult patients from 2011 to 2016. Model discrimination (C-statistic/ area under the curve) and goodness-of-fit (R-squared) were calculated. Our results comprised 4,176,142 hospitalizations with 5.9% in-hospital deaths. Compared to the CCI and ECI models, the model considering SOI, age and sex showed a statistically significantly higher discrimination in 49.6% (132 out of 266) of APR-DRGs, while in the model with ROM that happened in 33.5% of APR-DRGs. Between these two models, SOI was the best performer for nearly 20% of APR-DRGs. Some particular APR-DRGs have showed good discrimination (e.g. related to burns, viral meningitis or specific transplants). In conclusion, SOI or ROM, combined with age and sex, perform better than more widely used comorbidity indices. Despite ROM being the only score specifically designed for in-hospital mortality prediction, SOI performed better. These findings can be helpful for hospital or organizational models benchmarking or epidemiological analysis.

Weekend Admissions Associated with Increased Length of Stay for Children Undergoing Cholecystectomy

Background and Objectives:

Prior research shows an association between increased length of stay (LOS) and weekend surgical admissions, but none have looked at this relationship in children undergoing nonelective cholecystectomy for benign noncongenital biliary disease. We investigated whether weekend admissions lead to a longer LOS in this patient population.

Methods:

The Statewide Planning and Research Cooperative System database was queried for children ≤ 17 years undergoing cholecystectomy in New York State between January 1, 2009 and December 31, 2012. Parametric and nonparametric statistical testing was used for univariate analysis; multivariable binary logistic regression and linear regression models were used for multivariable analysis. Statistical significance was < 0.05.

Results:

A total of 1066 pediatric patients underwent nonelective cholecystectomy for gallstone pancreatitis (9.7%) and other benign biliary noncongenital diseases (90.3%), of which 22.1% of all patients were admitted over the weekend. Most cases (97.2%) were treated laparoscopically with an overall 3-day median LOS. Weekend admission was associated with an increased LOS of 4 days as opposed to 3 days during the weekday (p < 0.001). On a multivariable binary logistic regression model controlling for hospital factors, indication for surgery, and comorbidities, weekend admission was associated with 1.92 odds of increased length of stay (adjusted odds ratio of 1.924, 95% confidence interval: 1.386–2.673).

Conclusion:

Weekend admissions were associated with increased LOS and charges for children requiring nonelective cholecystectomy, despite the wide use of laparoscopic surgery.

Thiamine supplementation in hospitalized patients with altered mental status: does it help?

OBJECTIVE

To describe thiamine-prescribing patterns and to study the association of thiamine supplementation with clinical outcomes in hospitalized patients with altered mental status (AMS).

METHODS

We conducted a retrospective cohort study of all adult hospitalized patients with AMS with index admission in calendar year 2017. We studied the association of a) supplemental thiamine and b) timing of thiamine relative to glucose, with hospital outcomes - length of stay (LOS), 90-day readmission rates, and mortality rates - using linear, logistic, and extended Cox models, respectively. We also modeled association of supplemental thiamine on time to resolution of AMS using extended Cox models in patients admitted with AMS.

RESULTS

Of 985 patients, 178 (18%) received thiamine, including 123 (12.5%) who received thiamine before, with, or without glucose (thiamine first). We identified 365 (37%) patients who received intravenous glucose before or without thiamine (glucose first). We found that patients who received glucose first had longer LOS and higher rate of in-hospital deaths compared to those who did not. Patients who received thiamine supplementation had longer LOS compared to those who did not. There were no significant differences in other hospital outcomes or AMS resolution by discharge compared to their respective reference groups.

CONCLUSION

Although thiamine supplementation was not associated with better hospital or cognitive outcomes, we do not have enough evidence to suggest a change in current practice. Thiamine must be administered prior to glucose in hospitalized patients with AMS.

Health Disparities Attributed to Medicare-Medicaid Dual-Eligible Status in Patients with Peripheral Arterial Disease

OBJECTIVE

Peripheral arterial disease (PAD) is a prevalent and debilitating disease that can be effectively treated by surgical revascularization. However, Medicare-Medicaid dual-eligible patients experience worse long-term outcomes, notably higher rates of amputation and mortality, relative to other insurance groups. This study aims to investigate how insurance status may perpetuate health disparities in PAD outcomes.

METHODS

The National Inpatient Sample was queried from 2000 to 2011 for patients ≥18 years with PAD who underwent surgical revascularization with hospitalization. Patients were stratified by insurance, and dual-eligibles were compared to Medicare-only, Medicaid-only, private insurance, and self-pay patients. Multivariable regression analysis was performed to assess the effect of dual-eligible status on postoperative outcomes such as inpatient mortality, complications, and favorable discharge (home or home with services).

RESULTS

A total of 771,790 hospitalizations were included in the analysis and stratified according to insurance type. Dual-eligible patients had the highest rates of major (32%) and extreme (11%) severity of illness and the highest rates of major (19%) and extreme (6%) risk of mortality among all insurance groups (p<0.001). Dual-eligibility status was independently associated with reduced odds of favorable discharge relative to all patients (p<0.001) and increased length of stay relative to Medicare-only (p=0.002) and private-payor groups (p<0.001). While dual-eligible patients had increased mortality odds relative to Medicaid-only and self-pay groups, they did not have significantly different odds of perioperative complications relative to all other insurance groups.

CONCLUSIONS

Medicare-Medicaid dual-eligible patients with PAD had more severe clinical presentations, a greater risk of extended hospitalizations, and a lower likelihood of being discharged home, relative to patients without dual-eligibility. Further studies are needed to examine the link between discharge disposition and disparities in health outcomes, as well as investigate interventions that effectively address the increased severity of PAD in dual-eligible patients.

Searching for factors associated with the "Revolving Door phenomenon" in the psychiatric inpatient unit: A 5-year retrospective cohort study

The revolving door (RD) phenomenon refers to subjects who undergo frequent rehospitalizations in psychiatric units. The main aim of this study was to analyze clinical factors associated with RD in acute inpatient psychiatric ward. In a 5-year cohort study, subjects hospitalized three or more times in 12 months (revolving door subjects-RDS) were identified. A total of 1,324 subjects were hospitalized. RDS represented 6.3% (n = 84) of the entire sample with a total of 337 RD hospitalizations (revolving door hospitalizations-RDH) (16.7% of all admissions). RDS were younger, unmarried, with comorbid substance related disorders, with mood or psychotic disorders and affected by comorbid medical conditions. After controlling for age, sex and marital status, the most strongly associated variable with RDH was the comorbidity between mood and substance use disorders. Other associated factors were the presence of a comorbid medical condition and a longer length of stay. The commitment to community residential facilities and the treatment with a first generation long-acting antipsychotic were also associated with RDH. On the contrary, admissions to the psychiatric unit for manic/hypomanic episode or for self-directed harmful behavior were inversely associated with RDH. Attention should be given to these clinical variables in order to reduce RD.

The association between hospital care transition planning and timely primary care follow-up

PURPOSE

To determine whether Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) Care Transitions (CTM-3) Scores were associated with timely (14-day) primary care provider (PCP) follow-up visits, and to look for disparities across various types of urban and rural hospitals.

METHODS

Data were obtained for 3,299 hospitals: 2,000 urban, 544 micropolitan prospective payment system (PPS), 109 micropolitan critical access hospital (CAH), 252 noncore rural PPS, and 394 noncore rural CAH. HCAPPS data were drawn from CMS Hospital Compare (2015). The dependent variable, 14-day PCP follow-up rate for each hospital, was drawn from the 2015 Dartmouth Atlas.

FINDINGS

In analysis adjusting only for hospital characteristics, higher CTM-3 scores were positively associated with PCP follow-up; however, the relationship was no longer significant after controlling for area-level (contextual) measures, such as percent minority population, percent unemployed, and percent uninsured. In the fully adjusted model, rates of PCP follow-up were significantly higher for micropolitan PPS, noncore PPS, and noncore CAH hospitals than for urban hospitals.

CONCLUSIONS

In fully adjusted analysis, the lack of significance between CTM-3 scores and PCP follow-up suggests that community characteristics facilitate or impede timely PCP follow-up to an extent that may overshadow in-hospital efforts. Disparities between CAHs and rural PPS hospitals may be due to differing enrollments in quality incentive plans; future research is needed to address this issue. Compounding this issue, the strong negative relationship between percent Medicaid reimbursement (payor mix) and PCP follow-up suggests possible disparities for safety net hospitals.

Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system

BACKGROUND

Readmission is related to high cost, high burden, and high risk for mortality in geriatric patients. A scoring system can be developed to predict the readmission of older inpatients to perform earlier interventions and prevent readmission.

METHODS

We followed prospectively inpatients aged 60 years and older for 30 days, with initial comprehensive geriatric assessment (CGA) on admission in a tertiary referral centre. Patients were assessed with CGA tools consisting of FRAIL scale (fatigue, resistance, ambulation, illness, loss of weight), the 15-item Geriatric Depression Scale, Mini Nutritional Assessment short-form (MNA-SF), the Barthel index for activities of daily living (ADL), Charlson Comorbidity Index (CCI), caregiver burden based on 4-item Zarit Burden Index (ZBI), and cognitive problem with Abbreviated Mental Test (AMT). Demographic data, malignancy diagnosis, and number of drugs were also recorded. We excluded data of deceased patients and patients transferred to other hospitals. We conducted stepwise multivariate regression analysis to develop the scoring system.

RESULTS

Thirty-day unplanned readmission rate was 37.6 %. Among 266 patients, 64.7 % of them were malnourished, and 46.5 % of them were readmitted. About 24 % were at risk for depression or having depressed mood, and 53.1 % of them were readmitted. In multivariate analysis, nutritional status (OR 2.152, 95 %CI 1.151-4.024), depression status (OR 1.884, 95 %CI 1.071-3.314), malignancy (OR 1.863 95 %CI 1.005-3.451), and functional status (OR 1.584, 95 %CI 0.885-2.835) were included in derivation of 7 score system. The scoring system had maximum score of 7 and incorporated malnutrition (2 points), depression (2 points), malignancy (2 points), and dependent functional status (1 point). A score of 3 or higher suggested 82 % probability of readmission within 30 days following discharge. Area under the curve (AUC) was 0.694 (p = 0.001).

CONCLUSIONS

Malnutrition, depression, malignancy and functional problem are predictors for 30-day readmission. A practical CGA-based 7 scoring system had moderate accuracy and strong calibration in predicting 30-day unplanned readmission for older patients.

Comorbid depression associated with non-routine discharge following craniotomy for low-grade gliomas and benign tumors - a nationwide readmission database analysis

PURPOSE

Prior studies have demonstrated elevated rates of depression in patients with malignant brain tumor; however, the prevalence and effect on surgical outcomes in patients with low-grade gliomas (LGG) and benign brain tumors (BBT) remain unknown. Readmission and non-routine discharge, which includes discharge to skilled nursing, rehabilitative, and other inpatient facilities, are well-established quality of care indicators. We sought to analyze the association between comorbid depression and non-routine discharge, readmission, and other post-operative inpatient outcomes in patients with LGG and BBT.

METHODS

The Nationwide Readmissions Database from 2010 to 2014 was retrospectively queried to select for surgically treated patients with LGG and BBT. Multivariable logistic regression models adjusting for patient and hospital characteristics were used to determine the effects of comorbid depression on post-operative outcomes. Interaction of gender and depression on non-routine disposition was analyzed.

RESULTS

We identified 31,654 craniotomies for resection of BBT and LGG (2010-2014). The majority of patients (64.1%) were female. The rate of depression comorbid with BBT and LGG was 11.9%. Depression was associated with non-routine discharge after surgery (OR 1.19, p 0.0002*), but was not associated with increased morbidity, mortality, or readmission at 30 or 90 days. The rate of comorbid depression was higher among female than male patients (14.0 vs. 8.0%). Depression in males was associated with a 38% increased likelihood of non-routine disposition (p = 0.0002*), while depression in females was associated with a 13% increased likelihood of non-routine disposition (p = 0.03*).

CONCLUSION

Depression is prevalent in patients with LGG and BBT and is associated with increased risk of non-routine discharge following surgical intervention. The increased likelihood of non-routine disposition is greater for males than that for females. Awareness of the risk factors for depression may aid in early screening and intervention and improve overall patient outcomes.

Readmission with venous thromboembolism after surgical treatment by primary cancer site

BACKGROUND

Venous thromboembolism (VTE) is a common, high-mortality condition among surgical cancer patients. Comprehensive analyses of VTE among postoperative cancer patients are lacking. We sought to determine the association between readmission with VTE and primary cancer diagnosis in a nationwide database at 90- and 180-days after initial admission for cancer surgery.

METHODS

Retrospective analyses of post-surgical cancer patients readmitted with VTE were conducted using data from the Nationwide Readmissions Database (NRD) (2010-2014). Multivariate logistic regression models adjusting for patient and hospital factors were used to determine 90- and 180-day readmission rates for VTE by cancer type. Patient factors associated with readmission were also examined.

RESULTS

Among a sample of 535,992 cancer patients undergoing tumor resection, readmission with VTE occurred in 1.7% within 90-days and 2.3% within 180-days. Patients readmitted for VTE experienced a 7% mortality rate. Highest rates of VTE readmission at 180 days occurred in brain (6.7%), pancreatic (5.6%), and respiratory and intrathoracic cancers (4.4%). Using pancreatic cancer as reference, brain cancer had the highest odds of readmission at 180-days (OR 2.23, 95% CI [1.95-2.55]).

CONCLUSION

Readmission with VTE among surgical cancer patients occurred in 2.3% of patients within 180 days. Among cancer types, primary brain cancer was independently associated with readmission with VTE.

Effect of a Virtual Patient Navigation Program on Behavioral Health Admissions in the Emergency Department: A Randomized Clinical Trial

IMPORTANCE

The number of patients presenting to emergency departments (EDs) for psychiatric care continues to increase. Psychiatrists often make a conservative recommendation to admit patients because robust outpatient services for close follow-up are lacking.

OBJECTIVE

To assess whether the availability of a 45-day behavioral health-virtual patient navigation program decreases hospitalization among patients presenting to the ED with a behavioral health crisis or need.

DESIGN, SETTING, AND PARTICIPANTS

This randomized clinical trial enrolled 637 patients who presented to 6 EDs spanning urban and suburban locations within a large integrated health care system in North Carolina from June 12, 2017, through February 14, 2018; patients were followed up for up to 45 days. Eligible patients were aged 18 years or older, with a behavioral health crisis and a completed telepsychiatric ED consultation. The availability of the behavioral health-virtual patient navigation intervention was randomly allocated to specific days (Monday through Friday from 7 am to 7 pm) so that, in a 2-week block, there were 5 intervention days and 5 usual care days; 323 patients presented on days when the program was offered, and 314 presented on usual care days. Data analysis was performed from March 7 through June 13, 2018, using an intention-to-treat approach.

INTERVENTIONS

The behavioral health-virtual patient navigation program included video contact with a patient while in the ED and telephonic outreach 24 to 72 hours after discharge and then at least weekly for up to 45 days.

MAIN OUTCOMES AND MEASURES

The primary outcome was the conversion of an ED encounter to hospital admission. Secondary outcomes included 45-day follow-up encounters with a self-harm diagnosis and postdischarge acute care use.

RESULTS

Among 637 participants, 358 (56.2%) were men, and the mean (SD) age was 39.7 (16.6) years. The conversion rates were 55.1% (178 of 323) in the intervention group vs 63.1% (198 of 314) in the usual care group (odds ratio, 0.74; 95% CI, 0.54-1.02; P = .06). The percentage of patient encounters with follow-up encounters having a self-harm diagnosis was significantly lower in the intervention group compared with the usual care group (36.8% [119 of 323] vs 45.5% [143 of 314]; P = .03).

CONCLUSIONS AND RELEVANCE

Although the primary result did not reach statistical significance, there is a strong signal of potential positive benefit in an area that lacks evidence, suggesting that there should be additional investment and inquiry into virtual behavioral health programs.

TRIAL REGISTRATION

ClinicalTrials.gov identifier: NCT03204643.

The Impact of Maryland's Global Budget Payment Reform on Emergency Department Admission Rates in a Single Health System

BACKGROUND

In 2014, the state of Maryland (MD) moved away from fee-for-service payments and into a global budget revenue (GBR) structure where hospitals have a fixed revenue target, independent of patient volume or services provided. We assess the effects of GBR adoption on emergency department (ED) admission decisions among adult encounters.

METHODS

We used hospital medical record and billing data from adult ED encounters from January 1, 2011, through December 31, 2015, with four MD hospitals and two District of Columbia (DC) hospitals within the same health system. We performed difference-in-differences analysis and calculated the effects of the GBR model on ED admission rates (inpatient and observation) using hospital fixed-effect regression adjusted for patient, hospital, and community factors. We also examined changes in the distribution of acuity among ED admissions with GBR adoption.

RESULTS

The study sample included 1,492,953 ED encounters with a mean ED admission rate of 20.5%. The ED admission rate difference pre- and post-GBR was -1.14% (95% confidence interval [CI] = -0.89 to -1.40) for MD hospitals and -0.04% (95% CI = -0.24 to 0.32) for DC hospitals with a difference-in-differences result of -1.10% (95% CI = -1.34 to -0.86). This change was attributable to a -3.3% (95% CI = -3.54 to -3.08) decline in inpatient admissions and 2.7% (95% CI = 2.53 to 2.79) increase in observation admissions. Declines in admissions were observed primarily among mild-to-moderate severity of illness encounters with a low risk of mortality.

CONCLUSIONS

Within the same health system, implementation of global budgeting in MD hospitals was associated with a decline in ED admissions-particularly lower-acuity admissions-compared to DC hospitals that remained under fee-for-service payments.

A Comparison of Laboratory Testing in Teaching vs Nonteaching Hospitals for 2 Common Medical Conditions

IMPORTANCE

Robust laboratory use data are lacking to support the general assumption that teaching hospitals with trainees routinely order more laboratory tests for inpatients than do nonteaching hospitals.

OBJECTIVE

To quantify differences in the use of laboratory tests between teaching and nonteaching hospitals.

DESIGN, SETTING, AND PARTICIPANTS

A cross-sectional study was performed using a statewide database to identify hospitalizations with a primary diagnosis of bacterial pneumonia or cellulitis from January 1, 2014, to June 30, 2015, at teaching and nonteaching hospitals with 100 or more hospitalizations of each condition. Patients included were adult inpatients with a primary diagnosis of bacterial pneumonia (n = 24 118) or cellulitis (n = 19 211); patients excluded were those with an intensive care unit stay, transfer from another hospital, or a length of stay that was 2 SDs or more of the condition's mean length of stay.

MAIN OUTCOMES AND MEASURES

Mean laboratory tests per day stratified by illness severity, as well as factors associated with laboratory use rates.

RESULTS

A total of 43 329 hospitalized patients (20493 women and 22836 men) had a principal diagnosis of bacterial pneumonia or cellulitis across 11 major teaching hospitals, 12 minor teaching hospitals, and 73 nonteaching hospitals in Texas. Mean number of laboratory tests per day varied significantly by hospital type and was highest for major teaching hospitals for both conditions (bacterial pneumonia: major teaching hospitals, 13.21; 95% CI, 12.91-13.51; nonteaching hospitals, 8.92; 95% CI, 8.84-9.00; P < .001; cellulitis: major teaching hospitals, 10.43; 95% CI, 10.16-10.70; nonteaching hospitals, 7.29; 95% CI, 7.22-7.36; P < .001). This association held for all levels of illness severity for both conditions, except for patients with cellulitis with the highest illness severity level. In generalized mixed linear regression models, controlling for additional patient and encounter covariates, there was a significant difference in the marginal effect of hospital teaching status on mean number of laboratory tests per day between major teaching and nonteaching hospitals (difference in marginal mean laboratory tests per day for bacterial pneumonia, 3.58; 95% CI, 2.61-4.55; P < .001; for cellulitis, 2.61; 95% CI, 1.76-3.47; P < .001).

CONCLUSIONS AND RELEVANCE

Compared with nonteaching hospitals, patients in Texas admitted to major teaching hospitals with bacterial pneumonia or cellulitis received significantly more laboratory tests after controlling for illness severity, length of stay, and patient demographics. These results support the need to examine how the culture of training environments may contribute to increased use of laboratory tests.

Highlight in Telepsychiatry and Behavioral Health Emergencies

Carolinas HealthCare System is one of the largest freestanding psychiatric emergency departments in the country. It has grown from a small community mental health center in the 1930s, to one of the largest providers of emergency mental health services in the country. It offers services in person and via telepsychiatry to other emergency departments and primary care clinics. It decreased emergency room wait times and revolutionized where and how patients get their care. This has been the work of several groups from many disciplines. The transition from community mental health center to large-scale mental health emergency department has been a model for the rest of the country.