Administrative databases

The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis

BACKGROUND

Smoking is a risk factor for many chronic diseases. Multiple smoking status ascertainment algorithms have been developed for population-based electronic health databases such as administrative databases and electronic medical records (EMRs). Evidence syntheses of algorithm validation studies have often focused on chronic diseases rather than risk factors. We conducted a systematic review and meta-analysis of smoking status ascertainment algorithms to describe the characteristics and validity of these algorithms.

METHODS

The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed. We searched articles published from 1990 to 2022 in EMBASE, MEDLINE, Scopus, and Web of Science with key terms such as validity, administrative data, electronic health records, smoking, and tobacco use. The extracted information, including article characteristics, algorithm characteristics, and validity measures, was descriptively analyzed. Sources of heterogeneity in validity measures were estimated using a meta-regression model. Risk of bias (ROB) in the reviewed articles was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 tool.

RESULTS

The initial search yielded 2086 articles; 57 were selected for review and 116 algorithms were identified. Almost three-quarters (71.6%) of algorithms were based on EMR data. The algorithms were primarily constructed using diagnosis codes for smoking-related conditions, although prescription medication codes for smoking treatments were also adopted. About half of the algorithms were developed using machine-learning models. The pooled estimates of positive predictive value, sensitivity, and specificity were 0.843, 0.672, and 0.918 respectively. Algorithm sensitivity and specificity were highly variable and ranged from 3 to 100% and 36 to 100%, respectively. Model-based algorithms had significantly greater sensitivity (p = 0.006) than rule-based algorithms. Algorithms for EMR data had higher sensitivity than algorithms for administrative data (p = 0.001). The ROB was low in most of the articles (76.3%) that underwent the assessment.

CONCLUSIONS

Multiple algorithms using different data sources and methods have been proposed to ascertain smoking status in electronic health data. Many algorithms had low sensitivity and positive predictive value, but the data source influenced their validity. Algorithms based on machine-learning models for multiple linked data sources have improved validity.

National trend in failure to rescue after cardiac surgeries

OBJECTIVES

Failure to rescue (FTR), defined as postoperative inpatient death after potentially treatable major complications, is a nationally endorsed quality of care measure, however, the effect of practice change on FTR is unknown. In this study, we aimed to define the FTR trend after cardiac surgery in the United States.

METHODS

In this retrospective analysis of the National Inpatient Sample database we identified adult patients who underwent cardiac surgeries in the United States between 2000 and 2018, defined incidence and trends in FTR adjusted for sex, age, diagnosis-related group, and comorbidity. Trends were analyzed using Joinpoint (Statistical Methodology and Applications Branch, Surveillance Research Program, National Cancer Institute) regression software.

RESULTS

The study included 6,185,032 hospitalizations for cardiac surgeries. Risk-adjusted FTR after deep venous thromboembolism/pulmonary embolism and sepsis has declined from 2000 to 2018 (annual percent change [APC] = -6.4% and -11.6%, respectively; P < .001). After pneumonia, FTR has increased significantly since 2011 (APC = 9.3%; P < .001). Since 2012, FTR due to gastrointestinal hemorrhage has increased substantially (APC = 15.9%; P < .001). The risk-adjusted FTR rate in patients 75 years of age or older significantly declined until 2011 (APC = -12.6%; P < .001) and became comparable with the FTR rate of younger patients by the end of the study.

CONCLUSIONS

There have been significant reductions in FTR in elderly patients and a reduction in postprocedural mortality associated with sepsis and venous thromboembolism overall after cardiac surgery. This might provide evidence supporting national targeted quality metrics and care bundles for complications such as pneumonia and gastrointestinal bleeding, which had an increasing FTR.

A cohort of patients in New York State with an alcohol use disorder and subsequent treatment information - A merging of two administrative data sources

OBJECTIVE

Despite the high prevalence of alcohol use disorder (AUD) in the United States, limited research is focused on the associations among AUD, pain, and opioids/benzodiazepine use. In addition, little is known regarding individuals with a history of AUD and their potential risk for pain diagnoses, pain prescriptions, and subsequent misuse. Moreover, the potential risk of pain diagnoses, prescriptions, and subsequent misuse among individuals with a history of AUD is not well known. The objective was to develop a tailored dataset by linking data from 2 New York State (NYS) administrative databases to investigate a series of hypotheses related to AUD and painful medical disorders.

METHODS

Data from the NYS Office of Addiction Services and Supports (OASAS) Client Data System (CDS) and Medicaid claims data from the NYS Department of Health Medicaid Data Warehouse (MDW) were merged using a stepwise deterministic method. Multiple patient-level identifier combinations were applied to create linkage rules. We included patients aged 18 and older from the OASAS CDS who initially entered treatment with a primary substance use of alcohol and no use of opioids between January 1, 2003, and September 23, 2019. This cohort was then linked to corresponding Medicaid claims.

RESULTS

A total of 177,685 individuals with a primary AUD problem and no opioid use history were included in the dataset. Of these, 37,346 (21.0%) patients had an OUD diagnosis, and 3,365 (1.9%) patients experienced an opioid overdose. There were 121,865 (68.6%) patients found to have a pain condition.

CONCLUSION

The integrated database allows researchers to examine the associations among AUD, pain, and opioids/benzodiazepine use, and propose hypotheses to improve outcomes for at-risk patients. The findings of this study can contribute to the development of a prognostic prediction model and the analysis of longitudinal outcomes to improve the care of patients with AUD.

International Classification of Diseases Codes are Useful in Identifying Cirrhosis in Administrative Databases

BACKGROUND

Health administrative databases are essential to define patient populations, make socioeconomic predictions, and facilitate medical research and healthcare planning. The accuracy of this data is dependent on valid codes/coding algorithms.

AIMS

The aim of this study was to systematically identify and summarize the validity of International Classification of Diseases (ICD) codes for identifying patients with cirrhosis in administrative data.

METHODS

Electronic databases, MEDLINE (via Ovid), EMBASE (via Ovid), the Web of Science, and CINAHL (via EBSCOhost), were searched for validation studies which compared ICD codes related to cirrhosis to a clinical reference standard, and reported statistical measures of performance.

RESULTS

Fourteen studies were included in the review. There was a large variation in the algorithms used to validate ICD codes to diagnose cirrhosis. Despite the variation, the positive predictive value (PPV) was greater than 84% and the specificity was greater than 75% in the majority of the studies. The negative predictive value (NPV) was lower, but still was associated with values greater than 70% in the majority of studies. Sensitivity data varied significantly with values ranging from 0.27 to 99%.

CONCLUSIONS

Evaluated ICD codes for cirrhosis, including codes for chronic liver disease, cirrhosis-specific codes, and cirrhosis-related complications, have demonstrated variable sensitivity and reasonable specificity for the identification of cirrhosis. Additional research is needed to maximize the identification of persons with cirrhosis to avoid underestimating the burden of disease.

Characterizing Pediatric Familial Adenomatous Polyposis in Patients Undergoing Colectomy in the United States

OBJECTIVE

To characterize a multi-institutional cohort of pediatric patients who underwent colectomy for familial adenomatous polyposis (FAP).

STUDY DESIGN

In this retrospective cohort study, diagnosis and procedure codes were used to identify patients who underwent colectomy for FAP within the Pediatric Health Information System (PHIS). The inclusion criteria were validated at 3 children's hospitals and applied to PHIS to generate a cohort of patients with FAP between 2 and 21 years who had undergone colectomy between 2009 and 2019. Demographics, clinical and surgical characteristics, and endoscopic procedure trends as identified through PHIS are described. Descriptive and comparative statistics were used to analyze data.

RESULTS

Within the PHIS, 428 pediatric patients with FAP who underwent colectomy were identified. Median age at colectomy was 14 years (range 2-21 years); 264 patients (62%) received an ileal pouch anal anastomosis and 13 (3%) underwent ileorectal anastomosis. Specific anastomotic surgical procedure codes were not reported for 151 patients (35%). Endoscopic assessment at the surgical institution occurred in 40% of the cohort before colectomy and in 22% of the cohort following colectomy.

CONCLUSIONS

In this cohort, colectomy took place at an earlier age than suggested in published guidelines. Ileal pouch anal anastomosis is the predominant procedure for pediatric patients with FAP who underwent colectomy in US pediatric centers. Endoscopic assessment trends before and after surgery suggest that the surgical institution plays a limited role in the care of this population.

Data Resources for Evaluating the Economic and Financial Consequences of Surgical Care in the United States

LEVEL OF EVIDENCE

V.

Association of Race With Postoperative Mortality Following Major Abdominopelvic Trauma in Children

BACKGROUND

The leading cause of mortality among children is trauma. Race and ethnicity are critical determinants of pediatric postsurgical outcomes, with minority children generally experiencing higher rates of postoperative morbidity and mortality than White children. This pattern of poorer outcomes for racial and/or ethnic minority children has also been demonstrated in children with head and limb traumas. While injuries to the abdomen and pelvis are not as common, they can be life-threatening. Racial and/or ethnic differences in outcomes of pediatric abdominopelvic operative traumas have not been examined. Our objective was to determine whether disparities exist in postoperative mortality among children with major abdominopelvic trauma.

MATERIALS AND METHODS

We performed a retrospective analysis of the Healthcare Cost and Utilization Project Kids' Inpatient Database for 2003, 2006, 2009, and 2012. Patients were included if they were < 18 years, sustained a major abdominopelvic injury, and underwent subsequent surgical intervention. Our primary outcome was inpatient mortality, comparing children of different race and/or ethnicity.

RESULTS

We identified a weighted cohort of 13,955 children, of whom 6765 (48.5%) were White, 3614 (25.9%) Black, and 2647 (19.0%) Hispanic. After adjusting for covariates, Black children were 94% more likely to die than their White peers (3.3% versus 1.6%, adjusted-RR:1.94, 95%CI: 1.33-2.82, P = 0.001). Hispanic children (adjusted-RR:1.99, 95%CI: 1.36-2.91, P < 0.001) and those of other race and/or ethnicity (adjusted-RR: 2.02, 95%CI:1.20-3.40, P = 0.008) were also more likely to die compared to their White peers.

CONCLUSIONS

Black and Hispanic children who require operative intervention following major abdominopelvic trauma have a higher risk of postoperative mortality compared with White children.

Preoperative Opioid Utilization Patterns and Postoperative Opioid Utilization: A Retrospective Cohort Study

BACKGROUND

Among chronic opioid users, the association between decreasing or increasing preoperative opioid utilization and postoperative outcomes is unknown. The authors hypothesized that decreasing utilization would be associated with improved outcomes and increasing utilization with worsened outcomes.

METHODS

Using commercial insurance claims, the authors identified 57,019 chronic opioid users (10 or more prescriptions or 120 or more days supplied during the preoperative year), age 18 to 89 yr, undergoing one of 10 surgeries between 2004 and 2018. Patients with a 20% or greater decrease or increase in opioid utilization between preoperative days 7 to 90 and 91 to 365 were compared to patients with less than 20% change (stable utilization). The primary outcome was opioid utilization during postoperative days 91 to 365. Secondary outcomes included alternative measures of postoperative opioid utilization (filling a minimum number of prescriptions during this period), postoperative adverse events, and healthcare utilization.

RESULTS

The average age was 63 ± 13 yr, with 38,045 (66.7%) female patients. Preoperative opioid utilization was decreasing for 12,347 (21.7%) patients, increasing for 21,330 (37.4%) patients, and stable for 23,342 (40.9%) patients. Patients with decreasing utilization were slightly less likely to fill an opioid prescription during postoperative days 91 to 365 compared to stable patients (89.2% vs. 96.4%; odds ratio, 0.323; 95% CI, 0.296 to 0.352; P < 0.001), though the average daily doses were similar among patients who continued to utilize opioids during this timeframe (46.7 vs. 46.5 morphine milligram equivalents; difference, 0.2; 95% CI, -0.8 to 1.2; P = 0.684). Of patients with increasing utilization, 93.6% filled opioid prescriptions during this period (odds ratio, 0.57; 95% CI, 0.52 to 0.62; P < 0.001), with slightly lower average daily doses (44.3 morphine milligram equivalents; difference, -2.2; 95% CI, -3.1 to -1.3; P < 0.001). Except for alternative measures of persistent postoperative opioid utilization, there were no clinically significant differences for the secondary outcomes.

CONCLUSIONS

Changes in preoperative opioid utilization were not associated with clinically significant differences for several postoperative outcomes including postoperative opioid utilization.

EDITOR’S PERSPECTIVE

Inpatient Pediatric Foreign Body Ingestion: National Estimates and Resource Utilization

OBJECTIVE

We generated national estimates of patient and hospitalization characteristics for pediatric inpatient admissions for foreign body ingestion (FBI) and compared these to admissions for other reasons. We further identified characteristics that were independently associated with length of stay (LOS). Finally, we hypothesized that endoscopy within 24 hours of admission was independently associated with a shorter LOS in patients admitted for FBI.

METHODS

In this retrospective study, we used data from the Kids' Inpatient Database for 2016. Admissions for FBI were identified and national estimates of patient and hospitalization characteristics were generated. Patients admitted for FBI were compared to patients admitted for other causes. Data were analyzed for independent associations with LOS. Subgroup analysis was performed to determine whether early endoscopy was associated with a shorter LOS.

RESULTS

A total of 2464 admissions for FBI were identified in the database. The median (interquartile range) patient age was 4 (1-11) years with a slight male predominance. Most patients (82.6%) had an endoscopy performed during admission. Independent factors associated with increased LOS included: airway procedures, intra-abdominal surgery, psychiatric diagnosis, esophageal disorder, and developmental delay. Among patients who required endoscopy, 56.7% were performed early (within 24 hours). Early endoscopy was independently associated with a 35% shorter LOS (incidence rate ratio = 0.65, 95% confidence interval 0.54-0.80; P=0.009).

CONCLUSIONS

Inpatient admissions for FBI frequently require endoscopy and have a short LOS. In patients who require endoscopy during the admission, early endoscopy (within 24 hours of admission) may be associated with a shorter LOS.

Hispanic ethnicity and in-hospital morbidity and mortality outcomes in Alzheimer's Disease: A U.S. National Study 2005-2015

BACKGROUND

Hispanics are one of the largest and fastest-growing population in the United States. Having been reported as one of the high-risk ethnicities to develop Alzheimer's Disease (AD) makes elder Hispanics one of the significant groups of AD in the country, indicating a need to study the disparities in Hispanics vs. non-Hispanics patients. We aimed to determine the prevalence, morbidity, and mortality outcomes of AD in Hispanics.

METHODS

We surveyed Healthcare Cost and Utilization Project (HCUP) from 2005 to 2015 to identify patients older than 50 years who were admitted for any reason and had AD diagnosis. Prevalence, demographics, age brackets, in-hospital deaths, disease severity, and hospital length of stay (LOS) were compared between the Hispanics and Non-Hispanics.

RESULTS

Among 14,135,560 Hispanic discharges, 2.76% had AD, compared with 207,515,260 discharges in Non-Hispanic with 2.61% AD, p < 0.001. Hispanics had significantly more AD in all age brackets, especially over 90 years of age, p < 0.001. A significantly higher prevalence of AD in both Hispanic Females (3.27% vs. 3.10%) and Males (2.17% vs. 2.04%) was noticed, p < 0.001. In northeast and south regions of the country and urban hospitals, AD was more among Hispanics (p < 0.001). Hispanic patients were younger (81.8 ± 7.77 vs. 82.6 ± 7.50, p < 0.001), had longer LOS (6.41 ± 7.72 vs. 6.08 ± 7.05, p < 0.001), had higher hospital charges ($45,989 vs. $37,688, p < 0.001). Hispanic AD patients had higher disease severity and mortality risk (p < 0.001). However, the inpatient mortality was not different between the Hispanic and non-Hispanics. Multivariate analysis showed that Hispanics had the highest AD prevalence in the inpatient setting (OR, 1.38; 95% CI, 1.37-1.39, p < 0.001).

CONCLUSION

The prevalence of AD was significantly higher in inpatient Hispanics than non-Hispanics. Hispanic AD patients had a younger age compared with non-Hispanic AD. Disease severity and mortality risks were higher in Hispanics with AD than non-Hispanics with AD. However, no difference was seen in mortality rate during admission in Hispanics vs. non-Hispanics.

Association of baloxavir marboxil prescription with subsequent medical resource utilization among school-aged children with influenza

PURPOSE

Baloxavir marboxil is a novel antiviral agent for influenza, introduced into clinical practice in 2018. A concern remains about the variant virus with reduced susceptibility after baloxavir exposure and its clinical consequences such as healthcare-seeking behavior.

METHODS

Using a healthcare database in Japan, we compared the medical resource use following baloxavir and neuraminidase inhibitors (NAIs) treatment among children aged 7-15 years. The study period was from December 2018 to March 2019. The primary endpoint was the composite of hospitalization, laboratory and radiological tests, and antibiotic use over 1-9 days of antiviral treatment. As exploratory analyses, secondary outcomes being each single component of the primary composite were assessed and subgroup analyses comparing baloxavir with each NAI were done.

RESULTS

Data from 115 867 prescriptions in 115 238 children were analyzed (median age: 10 years; severe influenza risk in 26%; baloxavir accounting for 43%). Overall, baloxavir use did not increase subsequent medical resource utilization in the composite endpoint (adjusted odds ratio [aOR]: 1.04; 95% confidence interval [CI]: 0.99-1.09; P = 0.14), as were likelihoods of other secondary outcomes. In the subgroup analysis, baloxavir use was associated with higher medical resource use than oseltamivir (aOR: 1.21; 95% CI: 1.13-1.31; P < 0.001) and lower resource use than zanamivir (aOR: 0.93; 95% CI 0.86-1.00; P = 0.040).

CONCLUSIONS

Based on a single-year experience in Japan, prescribing baloxavir rather than NAIs did not increase medical resource utilization within 9 days of treatment, except in one exploratory comparison with oseltamivir.

Comparing Health Administrative and Clinical Registry Data: Trends in Incidence and Prevalence of Pediatric Inflammatory Bowel Disease in British Columbia

Purpose

Canada maintains robust health administrative databases and British Columbia Children's Hospital (BCCH), as the only tertiary care pediatric hospital in British Columbia (BC), maintains a comprehensive clinical inflammatory bowel disease (IBD) registry. To evaluate the strengths and weaknesses of utilizing health administrative and clinical registry data to study the epidemiology of IBD in BC, we conducted a population-based retrospective cohort study of all children <18 years of age who were diagnosed with IBD between 1996 and 2008 in BC.

Methods

IBD cases from health administrative data were identified using a combination of IBD-coded physician encounters and hospitalizations while a separate IBD cohort was identified from the BCCH clinical registry data. Age and gender standardized incidence and prevalence rates were fitted to Poisson regression models.

Results

The overall incidence of pediatric IBD identified in health administrative data increased from 7.1 (95% CI 5.5-9.2) in 1996 to 10.3 (95% CI 8.2-12.7) per 100,000 children in 2008. Similarly, the incidence of the BCCH cohort increased from 4.3 (95% CI 3.0-6.0) to 9.7 (95% CI 7.6-12.1) per 100,000. Children aged 10-17 had the highest rise in incidence in both data sources; however, the administrative data identified significantly more 10-17-year-olds and significantly less 6-9-year-olds (p<0.05) compared to clinical registry data.

Conclusion

While the application of both health administrative and clinical registry data demonstrates that the incidence of IBD is increasing in BC, we identify strengths and limitations to both and suggest that the utilization of either data source requires unique considerations that mitigate misclassification biases.

Robotic Approach to Outpatient Inguinal Hernia Repair

BACKGROUND

Robotics offers improved ergonomics, visualization, instrument articulation, and tremor filtration. Disadvantages include startup cost and system breakdown. Surgeon education notwithstanding, we hypothesize that robotic inguinal hernia repair carries minimal advantages over the laparoscopic or open approach.

METHODS

The 2009-2015 Healthcare Cost and Utilization Project-State Ambulatory Surgery and Services and American Hospital Association Annual Health data sets from Florida were queried for open, laparoscopic, and robotic inguinal hernia repairs. Hospital and patient demographic, financial, and comorbidity data (26 total variables) were evaluated. Data are presented as mean ± SEM; p < 0.05 was considered significant.

RESULTS

We identified 103,183 cases (63,375 open, 38,886 laparoscopic, and 922 robotic). Patient characteristics were the following: male, white, aged 51 to 70 years, nongovernmental and not-for-profit hospitals, grouped Charlson Comorbidity Category = 0, private insurance coverage, median income quartile 3 (4 = highest), and routine discharge disposition (all, p < 0.05). Total charges were: $18,261 ± $38 (open), $25,223 ± $60 (laparoscopic), and $45,830 ± $1,023 (robot) (p < 0.0001 robot vs open, robot vs laparoscopic, and laparoscopic vs open). Top factors associated with open procedures (area under the curve 0.785): hospital is investor owned for profit, self-pay, black, Latino, and Medicaid; with laparoscopic procedures (area under the curve 0.771): private insurance, median income quartile 4 (highest), median income quartile 3, median income quartile 2, and nongovernmental, not-for-profit hospitals; and with robotic procedures (area under the curve 0.936): Charlson Comorbidity Category = 2, Charlson Comorbidity Category = 1, median income quartile 3, median income quartile 2, and age.

CONCLUSIONS

Robotic surgery has increased charges and is performed in sicker, higher-income patients. The open approach is more apt to be performed in black/Hispanic, self-pay patients, and for-profit hospitals. The role for robotic inguinal hernia repair is undefined.

Clinical Documentation for Intensivists: The Impact of Diagnosis Documentation

OBJECTIVES

The aim of this review is to describe the interaction of clinical documentation with patient care, measures of patient acuity, quality metrics, research database accuracy, and healthcare reimbursement in order to highlight potential areas of improvement for intensivists.

DATA SOURCES

An online search of PubMed was undertaken as well as review of resources published by the American Academy of Pediatrics, the Society of Critical Care Medicine, the American Medical Association, and the Association of Clinical Documentation Improvement Specialists.

STUDY SELECTION

Selected publications included those that described coding, medical record documentation, healthcare reimbursement, quality metrics, administrative databases, Clinical Documentation Improvement programs, medical scribe programs, and various payment models.

DATA EXTRACTION

Relevant information was extracted to highlight the impact of diagnosis documentation on patient care, perceived patient severity of illness, quality metrics, and healthcare reimbursement. Query data from our hospital's Clinical Documentation Improvement program were reviewed to highlight areas of improvement within our own Division of Critical Care Medicine. Additionally, interventions to improve clinical documentation were incorporated into this review.

DATA SYNTHESIS

Available data in the literature indicate that documentation of precise diagnoses in the medical record has a positive impact on quality metrics, accuracy of administrative databases, hospital reimbursement, and perceived patient complexity. However, there is insufficient data to make conclusions regarding documentation of specific diagnoses and effects on patient care. Administrative responsibilities associated with documentation have been increasing, especially with the introduction of electronic medical records.

CONCLUSIONS

Documentation of specific diagnoses in the medical record is important in the broad context of our existing medical system but there is an associated burden in doing so. Widespread implementation of electronic medical record systems has inadvertently led to clinician dissatisfaction and burnout. Research is needed to further evaluate the impact of documentation on patient care as well as steps to decrease the associated burden.

Assessment of Out-of-Network Billing for Privately Insured Patients Receiving Care in In-Network Hospitals

IMPORTANCE

Although surprise medical bills are receiving considerable attention from lawmakers and the news media, to date there has been little systematic study of the incidence and financial consequences of out-of-network billing.

OBJECTIVE

To examine out-of-network billing among privately insured patients with an inpatient admission or emergency department (ED) visit at in-network hospitals.

DESIGN, SETTING, AND PARTICIPANTS

A retrospective analysis using data from the Clinformatics Data Mart database (Optum), which includes health insurance claims for individuals from all 50 US states receiving private health insurance from a large commercial insurer was conducted of all inpatient admissions (n = 5 457 981) and ED visits (n = 13 579 006) at in-network hospitals between January 1, 2010, and December 31, 2016. Data were collected and analyzed in March 2019.

EXPOSURES

Receipt of a bill for care from at least 1 out-of-network physician or medical transport service associated with patient admission or ED visit.

MAIN OUTCOMES AND MEASURES

The incidence of out-of-network billing and the potential amount of patients' financial liability associated with out-of-network bills from the admission or visit.

RESULTS

Of 5 457 981 inpatient admissions and 13 579 006 ED admissions between 2010 and 2016, the percentage of ED visits with an out-of-network bill increased from 32.3% to 42.8% (P < .001) during the study period, and the mean (SD) potential financial responsibility for these bills increased from $220 ($420) to $628 ($865) (P < .001; all dollar values in 2018 US$). Similarly, the percentage of inpatient admissions with an out-of-network bill increased from 26.3% to 42.0% (P < .001), and the mean (SD) potential financial responsibility increased from $804 ($2456) to $2040 ($4967) (P < .001).

CONCLUSIONS AND RELEVANCE

Out-of-network billing appears to have become common for privately insured patients even when they seek treatment at in-network hospitals. The mean amounts billed appear to be sufficiently large that they may create financial strain for a substantial proportion of patients.

Risk of re-operation after outpatient distal hypospadias repair in a large, multistate cohort

BACKGROUND

Repair of distal hypospadias is one of the most common pediatric urology procedures in the US. However, the risk of postsurgical complications has been reported primarily from single-institution and tertiary center studies, with short duration of patient follow-up.

OBJECTIVE

The aim of the study was to examine the incidence of re-operation and risk factors for re-operation following outpatient distal hypospadias repair in a large, representative sample of US children.

METHODS

A retrospective cohort study of patients aged 0-18 years undergoing single-stage distal hypospadias repair was conducted. Data were obtained from the State Ambulatory Surgery and Services Databases of 9 participating states. Patients who underwent outpatient surgery in 2008-2013 were identified using Current Procedural Terminology (CPT) codes. Patients with records suggesting prior surgery for hypospadias (CPT) were excluded, as were patients who underwent the initial repair <2 years before the end of state data availability. Return outpatient surgery visits across institutions within each of the 9 states were tracked to identify re-operations after the single-stage repair, using CPT codes for surgical treatment of hypospadias complications in 2008-2015. Time-to-event analyses were used to estimate the probability (risk) of re-operation over time and to examine whether patient and institutional characteristics were predictive of re-operation (age, race/ethnicity, health insurance, facility ownership, and institutional volume of hypospadias repair).

RESULTS

A total of 4673 children treated across 148 institutions were included. The median follow-up time was 4.1 years (range: 2-7.9). Most patients were <1 year of age at the time of initial repair (53%). The risk of re-operation was 2.6% (95% confidence interval [CI]: 2.1-3.0%) at 1 year and 6.7% (95% CI: 6.0-7.5%) at 5 years after initial repair (Figure). Approximately 13% of re-operation patients had the re-operation at a different institution. None of the patient or institutional factors examined was a significant predictor of the risk of re-operation.

DISCUSSION

In this population-based cohort, the estimated 5-year risk of re-operation following single-stage distal hypospadias repair was 6.7% (95% CI: 6.0-7.5). Most re-operations occurred after the first year, informing long-term expectations about postoperative complications. This study was limited by a lack of data on severity of hypospadias and surgeon characteristics and the inability to track re-operations outside of the state in which the original repair was performed.

CONCLUSION

Approximately 7% of children undergoing distal hypospadias repair undergo a re-operation within 5 years. None of the factors studied were predictive of re-operations.

The paradox of the robotic approach to inguinal hernia repair in the inpatient setting

BACKGROUND

Robotics offers improved ergonomics, enhanced visualization, and increased dexterity. Disadvantages include startup, maintenance and instrument costs. Surgeon education notwithstanding, we hypothesized that robotic inguinal hernia repair carries minimal advantages over the open or laparoscopic approach in the inpatient setting.

METHODS

The HCUP-SID and AHA datasets were queried for inguinal hernia repair codes. Hospital and patient demographic, financial and comorbidity data were evaluated. Data are presented as mean ± SEM.

RESULTS

36396 cases (27776 Open, 7104 Laparoscopic and 1516 Robotic) were identified. Total costs were: $13595 ± 104 (Open), $13581 ± 176 (Laparoscopic) and $18494 ± 323 (Robotic). (p < 0.0001 Robotic vs Open, Robotic vs Laparoscopic) Robotic costs were 38% greater than that of the Open and Laparoscopic subsets (p < 0.001 Robotic vs. Open and Laparoscopic). The Open, Laparoscopic and Robotic subsets' length of stay were 4.2, 3.2 and 2.3 days, respectively. (p < 0.0001 among Open, Laparoscopic and Robotic).

CONCLUSION

The Robotic approach to the inguinal hernia repair had the lowest length of stay, despite having the highest costs. The benefits of robotic surgery in inguinal hernia repair are unclear in the inpatient setting.