Association of Surgical and Hospital Volume and Patient Characteristics With 30-Day Readmission Rates

Qualitative Study Assessing Factors for 30-day Readmissions: A Head and Neck Oncology Cohort

OBJECTIVES

There is a paucity of literature on what contributes to 30-day readmission rates from the patient's perspective in head and neck cancer patients. Post-operatively, these patients are often discharged with multiple surgical sites and home equipment requiring education and a large responsibility upon arriving home. Patients have a unique understanding of the discharge process and rationale behind presenting for care following initial discharge. Understanding the experience of the readmitted patient may be critical in finding effective methods to prevent unnecessary readmissions.

METHODS

Through key-informant interviews, we assessed factors that impact readmission rates from the patient perspective. Patients were eligible if they were discharged within the last 30 days and subsequently readmitted following an admission for a head and neck cancer surgery. Inductive coding was used to analyze interview transcripts and develop themes.

RESULTS

Thirteen respondents were interviewed. 46% (n = 6) did not feel ready for discharge after the index admission. Out of these 6 patients, 83% (n = 5) felt their readmission could have been avoided. Patients often encountered unexpected events after returning home from the index admission and felt their readmissions were potentially avoidable with more information regarding what to expect at home, prior to discharge. Although medically stable upon discharge, these findings indicate some patients might be discharged sooner than they should be due to factors outside of medical indications.

CONCLUSIONS

To address the various biopsychosocial components of patient care in addition to medical aspects, an otolaryngology-specific, prior-to-discharge checklist could aid in lowering 30-day readmissions. Since the amount of education each patient requires to feel competent managing their health at home varies, more work is needed to craft post-education assessments of patient/caregiver competencies for home equipment, prior to discharge to reduce avoidable readmissions.

Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States

STUDY DESIGN

Cross-Sectional Study.

OBJECTIVES

Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whether SES is associated with cause-specific surgical outcomes.

METHODS

Patients undergoing spine surgery between 2015 and 2019 were assigned income in accordance with the national distribution and divided into quartiles based on the ZIP code-level median household income. We performed univariate, chi-square, and Analysis of Variance (ANOVA) analysis assessing the independent association of SES, quantified by household income, to operative outcomes, and multiple metrics of opioid consumption.

RESULTS

1199 patients were enrolled, and 1138 patients were included in the analysis. Low household income was associated with the greatest rates of 3-month opioid script renewal (OR:1.65, 95% CI:1.14-2.40). In addition, low-income was associated with higher rates of perioperative opioid consumption compared to higher income including increased mean total morphine milligram equivalent (MME) 252.25 (SD 901.32) vs 131.57 (SD 197.46) (P < .046), and inpatient IV patient-controlled analgesia (PCA) MME 121.11 (SD 142.14) vs 87.60 (SD 86.33) (P < .023). In addition, household income was independently associated with length of stay (LOS), and emergency room (ER) revisits with low-income patients demonstrating significantly longer postop LOS and increasing postoperative ER visits.

CONCLUSIONS

Considering the comparable surgical management provided by the single institution, the associated differences in postoperative outcomes as defined by increased morbidities and opioid consumption can potentially be attributed to health disparities caused by SES.

Machine Learning in the Management of Lateral Skull Base Tumors: A Systematic Review

The application of machine learning (ML) techniques to otolaryngology remains a topic of interest and prevalence in the literature, though no previous articles have summarized the current state of ML application to management and the diagnosis of lateral skull base (LSB) tumors. Subsequently, we present a systematic overview of previous applications of ML techniques to the management of LSB tumors. Independent searches were conducted on PubMed and Web of Science between August 2020 and February 2021 to identify the literature pertaining to the use of ML techniques in LSB tumor surgery written in the English language. All articles were assessed in regard to their application task, ML methodology, and their outcomes. A total of 32 articles were examined. The number of articles involving applications of ML techniques to LSB tumor surgeries has significantly increased since the first article relevant to this field was published in 1994. The most commonly employed ML category was tree-based algorithms. Most articles were included in the category of surgical management (13; 40.6%), followed by those in disease classification (8; 25%). Overall, the application of ML techniques to the management of LSB tumor has evolved rapidly over the past two decades, and the anticipated growth in the future could significantly augment the surgical outcomes and management of LSB tumors.

Preoperative diabetes complicates postsurgical recovery but does not amplify readmission risk following pancreatic surgery

BACKGROUND

Diabetes is a significant and prevalent medical condition associated with increased comorbidities, longer hospital length of stay, and higher healthcare costs. We aimed to assess the association between diabetes mellitus and postoperative outcomes following pancreatic surgeries.

METHODS

Records for patients with major elective pancreatic surgeries were retrieved retrospectively from the Nationwide Readmission Database (2010-2014). Association of diabetic status with postoperative complications, in-hospital mortality, length of stay (LOS), readmission rate, and hospital costs were investigated. Logistic regression and decision tree analyses were employed to predict adverse outcomes.

RESULTS

A total of 8,401 patients who had pancreatic surgery were included. They were categorized according to their diabetic diagnosis. Results showed that diabetic patients had a higher risk of postoperative complications compared to non-diabetics (OR: 1.27, 95% CI: 1.08-1.49, P=0.003). Bleeding and renal complications were the most significant. Uncontrolled diabetes significantly required a longer hospital stay (9.17±4.28 vs. 8.03±4.96 days, P=0.001), and incurred higher hospital costs ($34,171.04±$20,846.61 vs. $28,182.21±$24,070.27, P=0.001). After multivariate regression, no association was found with in-hospital mortality or readmission rates; however, diabetic patients' length of stay during readmission was increased at 30- and 90-day readmissions (P=0.004 and 0.007, respectively).

CONCLUSIONS

Among patients who underwent pancreatic surgery, those with diabetes had a higher rate of postoperative complications compared to non-diabetics. Additionally, diabetic patients had higher hospital charges and costs during primary admission. Initial analysis of patients with diabetes showed they had higher rates of 30- and 90-day readmissions, though this did not maintain significance after regression analysis. Exploring the mechanisms underlying this finding would aid in preventing postoperative complications and reducing healthcare costs.

Effects of Septal Reduction Therapy on Acute Cardiovascular Events and All-Cause Mortality in Patients with Hypertrophic Cardiomyopathy

Septal reduction therapy (SRT) -i.e. septal myectomy and alcohol septal ablation-has been performed to treat medically refractory hypertrophic cardiomyopathy (HCM) for decades. However, it is largely unknown whether SRT prevents HCM-related cardiovascular events or death. The objective was to examine the effects of SRT on acute cardiovascular events and all-cause mortality in HCM. We performed a propensity score (PS) -matched study using databases that capture all hospitalizations and outpatient visits in New York state. We identified patients with HCM who underwent SRT between 2007 and 2014 (i.e. the SRT group) and those who had never had SRT but had at least one hospitalization for HCM during the same period (i.e. the control group). We performed PS matching at a 1:1 ratio. The primary outcome was a composite of acute cardiovascular events and all-cause mortality during 0-180 days and 181-360 days. The secondary outcome was 180- and 360-day all-cause mortality. We included 846 patients with HCM (423 PS-matched pairs). Patients who underwent SRT had a lower risk of the primary outcome event (0-180 days: odds ratio [OR], 0.54; 95% confidence intervals (CI), 0.37-0.80; P = 0.002 and 181-360 days: OR, 0.33; 95% CI, 0.22-0.51; P < 0.0001). Furthermore, the risk of all-cause mortality was lower at 180 days (OR, 0.37; 95% CI, 0.22-0.63; P = 0.0003) and 360 days post-SRT (OR, 0.32; 95% CI, 0.20-0.51; P < 0.0001). In conclusion, our PS-matched study using population-based datasets demonstrated that SRT was associated with a reduced risk of a composite of acute cardiovascular events and all-cause mortality in HCM during the first post-SRT year.

A closer look at 30 day hospital readmissions after head and neck cancer surgery

PURPOSE

30-day hospital readmissions after head and neck cancer surgery continue to be a significant source of patient harm and healthcare expenditure. While there is substantial data in the literature assessing predictive factors for readmissions after head and neck cancer surgery, there are a paucity of studies which attempt to understand if such readmissions are preventable. The goal of this paper is to determine factors associated with 30-day hospital readmissions after head and neck cancer surgery and to understand if these readmissions were preventable.

MATERIALS AND METHODS

Retrospective review from a single academic tertiary care center. Patients readmitted within 30 days after undergoing surgery for cancers of the head and neck between 2015 and 2018 were identified.

RESULTS

Over a 3-year period, 26 patients undergoing resection with or without reconstruction of head and neck cancers were readmitted to the hospital within 30 days of discharge. There were 15 (58%) men and 11 (42%) women with a mean age of 68 years (SD 14 years). Twenty-one (81%) patients had squamous cell carcinoma and 13 (50%) had a primary site in the oral cavity. Thirteen (50%) had undergone free or regional flap reconstruction. The indication for readmission was related to the surgical wound in 19 (73%) and to medical complications in 7 (27%). Each case was categorized as "possibly preventable" versus "uncertain if preventable" based on whether a reasonable and feasible change in management may have prevented readmission. Six (23%) readmissions were deemed possibly preventable. Four were related to the surgical wound where initial free or regional flaps may have prevented complication. Two were medical complications that may have benefited from longer inpatient observation.

CONCLUSIONS

For a subset of patients readmitted within 30 days of head and neck cancer surgery, a reasonable and feasible change in management may have prevented their hospital readmission. The significance of better understanding this patient population is underscored by the high mortality rate.

Trends and Outcomes of Hip Fracture Hospitalization Among Medicare Beneficiaries with Inflammatory Bowel Disease, 2000-2017

BACKGROUND

Patients with inflammatory bowel disease (IBD) have a higher risk of hip fracture, but lower likelihood of having arthroplasties than non-IBD patients in Nationwide Inpatient Sample. Little is known about hip fracture-associated hospitalization outcomes.

AIMS

We assessed the trends in hip fracture hospitalization rates from 2000 to 2017 and estimated 30-day readmission, 30-day mortality, and length of stay in 2016 and 2017.

METHODS

We estimated trends of age-adjusted hospitalization rates using a piecewise linear regression. Medicare beneficiaries aged ≥ 66 years with Crohn's disease (CD, n = 2014) or ulcerative colitis (UC, n = 2971) hospitalized for hip fracture were identified. We performed propensity score matching to create 1:3 matched samples on age, race/ethnicity, sex, and chronic conditions and compared hospitalization outcomes between matched samples.

RESULTS

In 2017, the age-adjusted hospitalization rates (per 100) were 1.15 [95% CI = (1.07-1.24)] for CD, 0.86 [95% CI = (0.82-0.89)] for UC, and 0.59 [95% CI = (0.59-0.59)] for no IBD. The hospitalization rates for CD and UC decreased from 2000 to 2012 and then increased from 2012 to 2017. Compared to matched cohorts, CD patients had longer hospital stays (5.55 days vs. 5.30 days, p = 0.01); UC patients were more likely to have 30-day readmissions (17.27% vs. 13.71%, p < 0.001), longer hospital stays (5.59 days vs. 5.40 days, p = 0.02), and less likely to have 30-day mortality (3.77% vs. 5.15%, p = 0.003).

CONCLUSIONS

Prevention of hip fracture is important for older adults with IBD, especially CD. Strategies that improve quality of inpatient care for IBD patients hospitalized for hip fracture should be considered.

Risk factors, causes, and rates associated with hospital readmission after pediatric neck mass surgery

BACKGROUND

To understand rates, risk factors, and costs associated with hospital readmission in pediatric patients who underwent neck mass excision.

METHODS

This was a retrospective review of the Nationwide Readmissions Database (NRD) between 2010 and 2014 of select neck mass procedures, defined as affecting the following: thyroid, salivary gland, cervical lymph nodes, branchial cleft, thymus, and head and neck vessels. We analyzed rates and causes of 30-day readmissions using univariate and multivariate logistic regression.

RESULTS

There were a total of 11,824 weighted cases identified with a 30-day readmission rate of 9.0% and a mean age of 9.5 years old. The sex distribution of patients undergoing neck mass procedures was 55.8% female and 44.2% male. The most common cause of readmission was associated with a comorbid condition likely unrelated to the neck mass procedure (53%). The most common procedure-related readmission causes were associated with a postoperative neck mass (14.4%), wound (13%), and infection (6.5%). In the multivariate model, number of procedures≥5 (OR: 2.11, 95% CI: 1.28-3.49), number of chronic conditions≥1 (OR: 2.33, 95% CI: 1.16-4.66), length of hospital stay of≥7 days (OR: 2.43, 95% CI: 1.48-0.3.98), and cervical lymph node procedure (OR:2.61, 95% CI: 1.47-4.63) were associated with higher readmission risk.

CONCLUSION

Readmission after surgery for pediatric neck masses is relatively common, with an average of 9.0%. Risk factors associated with readmission include length of initial hospital stay, number of chronic conditions, number of procedures performed, and undergoing a cervical lymph node procedure.

Prolonged inpatient stay after upfront total laryngectomy is associated with overall survival

OBJECTIVES

To investigate factors and complications associated with prolonged inpatient length of stay (LOS) in patients who receive total laryngectomy (TL), and to analyze its effect on short-term and long-term overall survival (OS).

METHODS

The National Cancer Database (NCDB) was queried from 2004 to 2016 for patients with laryngeal cancer, who received TL within 60 days of diagnosis, and who had an inpatient LOS ≥1 night. Multivariable binary logistic regression and survival analyses on propensity score matched cohorts with Kaplan-Meier analysis and extended Cox regression were utilized.

RESULTS

Eight thousand two hundred and ninety-eight patients from the NCDB were included. Median inpatient LOS was 8 days after TL (IQR: 7, 12). Prolonged LOS was defined as above the 75th percentile or 13 days or greater. On multivariable analysis, increasing patient age (OR 1.14 per 10 years, P = .003), female sex (OR 1.35, P < .001), and Charlson-Deyo comorbidity score of ≥2 compared to a score of 0 (OR 1.43, P < .001) were associated with prolonged LOS. Patients treated at high surgical case volume centers had a decreased likelihood for prolonged LOS (OR 0.67, P < .001). Ninety-day mortality increased over time in patients who stayed ≥13 days. Prolonged LOS was independently associated with worse OS on multivariable analysis (HR 1.40, 95% CI: 1.22, 1.61) in a matched cohort.

CONCLUSIONS

Prolonged LOS after TL serves as a strong indicator for postoperative long-term mortality and may help identify patients who warrant closer surveillance.

LEVEL OF EVIDENCE

3.

National Analysis of 30-Day Readmission Following Inpatient Sinus Surgery for Chronic Rhinosinusitis

OBJECTIVES

To characterize the incidence, causes, risk factors, and costs of 30-day readmission after inpatient functional endoscopic sinus surgery (FESS) for patients with chronic rhinosinusitis.

STUDY DESIGN

Retrospective cohort study.

METHODS

The Nationwide Readmissions Database was used to characterize readmission after inpatient sinus surgery for chronic rhinosinusitis from 2015 to 2017. International Classification of Disease codes were used to identify the patient population, which included 5,644 patients. Incidence, causes, costs, and predictors of readmission were analyzed and determined.

RESULTS

Among 6,386 patients who underwent inpatient FESS, 742 (11.6%) were readmitted within 30 days of discharge. On univariate analysis, patients who were readmitted were more commonly older than 70 years (23.3% vs. 16.2%); had a higher burden of comorbidities including chronic kidney disease (15.0% vs. 7.8%), diabetes (25.6% vs. 20.4%), and hypertension (13.5% vs. 8.5%); had a greater rate of postoperative complications (20.7% vs. 12.2%); and had a longer length of stay (12.4 vs. 6.9 days) compared to patients who were not readmitted. Readmissions cost an additional $27,141 per patient. On multivariable analysis, age greater than 70 years, Medicaid insurance, several comorbidities, prolonged length of stay, postoperative neurologic complications, and lower hospital volume were independent predictors of 30-day readmission. The most common cause for readmission was infection (36.3%).

CONCLUSION

Readmission following inpatient FESS is not uncommon. Identification and management of preoperative comorbidities, optimized patient selection for inpatient surgery, and thorough postoperative discharge care may improve patient outcomes and decrease healthcare expenditures.

LEVEL OF EVIDENCE

3 Laryngoscope, 131:E1422-E1428, 2021.

Association of cumulative surgeon volume and risk of complications in adult uvulopalatopharyngoplasty: a population-based study in Taiwan

STUDY OBJECTIVES

Patients with obstructive sleep apnea undergoing upper airway surgery are known to have an increased perioperative risk, however, the effect of surgeon volume on this risk is largely unknown. We compared the 30-day readmission, bleeding, and mortality rates in adult patients with obstructive sleep apnea undergoing uvulopalatopharyngoplasty by cumulative surgeon volume. The objective of this study is to compare the risks of complications among different cumulative surgeon volume groups in adult patients undergoing uvulopalatopharyngoplasty and multilevel surgery.

METHODS

In this retrospective study, data of all adult inpatients (aged older than 18 years) who underwent uvulopalatopharyngoplasty in Taiwan between 2000 and 2012 were identified from the National Health Insurance Research Database and then analyzed. Using mixed-effect logistic regression, we compared the risks of major complications in patients undergoing uvulopalatopharyngoplasty alone, uvulopalatopharyngoplasty with nasal surgery, and uvulopalatopharyngoplasty with tongue or hypopharyngeal surgery according to groups of cumulative surgeon volume (divided into four quartiles).

RESULTS

A total of 36,483 adults were identified (mean age, 38.6 years; 73.7% men). When quartile 4 was used as reference, very low surgeon volume (quartile 1) was associated with higher risks of readmission within 30 days (adjusted odds ratio [aOR] 1.35, 95% confidence interval [CI] 1.17-1.57, P < .001), in-hospital death (aOR, 6.14, 95% CI 1.33-28.27, P = .020), and 30-day mortality (aOR, 4.90, 95% CI 1.83-13.09, P = .002).

CONCLUSIONS

Higher complication rates in uvulopalatopharyngoplasty appear to be associated with very low cumulative surgeon volume.

30-day unplanned readmission rate in otolaryngology patients: A population-based study in Thuringia, Germany

Purpose

Analyze associations between patients’ characteristics and treatment factors with 30-day unplanned readmissions in hospitalized otolaryngology patients in the German Diagnosis Related Group (D-DRG) system.

Methods

A retrospective cohort study was performed on 15.271 otolaryngology admissions of 12.859 patients in 2015 in Thuringia, Germany. The medical records of the 1173 cases (7.6%) with readmission within 30-days were analyzed in detail.

Results

The 30-day readmission was planned in 747 cases (4.9%) and was unplanned in 422 cases (2.8%). The median interval between primary and next inpatient treatment was 11 days. The principal diagnosis was the same as during the primary index treatment in 72% of the cases. The most frequent reasons for readmission were: Need for non-surgical therapy (31.2%), need for further surgery (26.3%), post-surgical complaints (16.9%), and recurrence of primary complaints (10.7%). The multivariate analysis revealed that discharge due to patient’s request against medical advice was a strong independent factor with high risk for unplanned readmission (Odds Ratio [OR] = 9.62]; confidence interval [CI] = 2.69–34.48). Surgery at index admission (OR = 3.33; CI = 1.86–5.96) was the second important independent risk factor for unplanned readmission. Unplanned readmission had more frequently a non-surgical treatment at readmission than a surgical treatment (OR = 3.92; CI = 2.24–6.84) and needed more frequently further diagnostics (OR = 2.34; CI = 1.34–4.11). The following index International Classification of Diseases (ICD) categories had the highest risk for unplanned readmission: Injury, poisoning and certain other consequences of external causes, ICD: S00-T98 (OR = 66.67; CI = 15.87–333.33), symptoms, signs, abnormal findings, ill-defined causes, not otherwise classified, ICD: R00-R99 (OR = 62.5; CI = 11.76–333.33), blood forming organ diseases, ICD: D50-D90 (OR = 21.276; CI = 3.508–125), and eye/ ear diseases, ICD: H00-H95 (OR = 12.66; CI = 4.29–37.03).

Conclusions

The causes of unplanned 30-day readmission in German otolaryngology inpatients are multifactorial. Specific patient and treatment characteristics were identified to be targeted with health care interventions to decrease unplanned readmissions.