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1.
BMJ Open ; 14(7): e080313, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38991688

ABSTRACT

OBJECTIVE: The objective of this study is to assess the effects of social determinants of health (SDOH) and race-ethnicity on readmission and to investigate the potential for geospatial clustering of patients with a greater burden of SDOH that could lead to a higher risk of readmission. DESIGN: A retrospective study of inpatients at five hospitals within Henry Ford Health (HFH) in Detroit, Michigan from November 2015 to December 2018 was conducted. SETTING: This study used an adult inpatient registry created based on HFH electronic health record data as the data source. A subset of the data elements in the registry was collected for data analyses that included readmission index, race-ethnicity, six SDOH variables and demographics and clinical-related variables. PARTICIPANTS: The cohort was composed of 248 810 admission patient encounters with 156 353 unique adult patients between the study time period. Encounters were excluded if they did not qualify as an index admission for all payors based on the Centers for Medicare and Medicaid Service definition. MAIN OUTCOME MEASURE: The primary outcome was 30-day all-cause readmission. This binary index was identified based on HFH internal data supplemented by external validated readmission data from the Michigan Health Information Network. RESULTS: Race-ethnicity and all SDOH were significantly associated with readmission. The effect of depression on readmission was dependent on race-ethnicity, with Hispanic patients having the strongest effect in comparison to either African Americans or non-Hispanic whites. Spatial analysis identified ZIP codes in the City of Detroit, Michigan, as over-represented for individuals with multiple SDOH. CONCLUSIONS: There is a complex relationship between SDOH and race-ethnicity that must be taken into consideration when providing healthcare services. Insights from this study, which pinpoint the most vulnerable patients, could be leveraged to further improve existing models to predict risk of 30-day readmission for individuals in future work.


Subject(s)
Patient Readmission , Social Determinants of Health , Humans , Patient Readmission/statistics & numerical data , Retrospective Studies , Male , Female , Social Determinants of Health/ethnology , Middle Aged , Michigan , Adult , Aged , Ethnicity/statistics & numerical data , Healthcare Disparities/ethnology , Healthcare Disparities/statistics & numerical data , United States , Health Status Disparities
2.
Surg Infect (Larchmt) ; 25(2): 125-132, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38117608

ABSTRACT

Background: Regionalization of surgical care shifts higher acuity patients to larger centers. Hospital-associated infections (HAIs) are important quality measures with financial implications. In our ongoing efforts to eliminate HAIs, we examined the potential role for inter-hospital transfer in our cases of HAI across a multihospital system. Hypothesis: Surgical patients transferred to a regional multihospital system have a higher risk of National Healthcare Safety Network (NHSN)-labeled HAIs. Patients and Methods: The analysis cohort of adult surgical inpatients was filtered from a five-hospital health system administration registry containing encounters from 2014 to 2021. The dataset contained demographics, health characteristics, and acuity variables, along with the NHSN defined HAIs of central line-associated blood stream infection (CLABSI), catheter-associated urinary tract infection (CAUTI), and Clostridioides difficile infection (CDI). Univariable and multivariable statistics were performed. Results: The surgical cohort identified 92,832 patients of whom 3,232 (3.5%) were transfers. The overall HAI rate was 0.6% (528): 86 (0.09%) CLABSI, 133 (0.14%) CAUTI, and 325 (0.35%) CDI. Across the three HAIs, the rate was higher in transfer patients compared with non-transfer patients (CLABSI: n = 18 (1.3%); odds ratio [OR], 4.79; CAUTI: n = 25 (1.8%); OR, 4.20; CDI: n = 37 (1.1%); OR, 3.59); p < 0.001 for all. Multivariable analysis found transfer patients had an increased rate of HAIs (OR, 1.56; p < 0.001). Conclusions: There is an increased risk-adjusted rate of HAIs in transferred surgical patients as reflected in the NHSN metrics. This phenomenon places a burden on regional centers that accept high-risk surgical transfers, in part because of the downstream effects of healthcare reimbursement programs.


Subject(s)
Catheter-Related Infections , Clostridium Infections , Cross Infection , Pneumonia, Ventilator-Associated , Urinary Tract Infections , Adult , Humans , Catheter-Related Infections/epidemiology , Cross Infection/epidemiology , Hospitals , Risk Factors , Urinary Tract Infections/epidemiology
3.
Surg Endosc ; 36(10): 7684-7699, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35237902

ABSTRACT

BACKGROUND: The Agency for Healthcare Research and Quality uses Patient Safety Indicators (PSI) to gauge quality of care and patient safety in hospitals. PSI 90 is a weighted combination of several PSIs that primarily comprises perioperative events. This score can affect reimbursement through Medicare and hospital quality ratings. Minimally invasive surgery (MIS) has been shown to decrease adverse events and outcomes. We sought to evaluate individual PSI and PSI 90 outcomes of minimally invasive versus open colorectal surgeries using a large medical database from 5 hospitals. METHODS: A health system administrative database including all inpatients from 5 acute care hospitals was queried based on ICD 10 PC codes for colon and rectal surgery procedures performed between January 2, 2018 and December 31, 2019. Surgeries were labeled as MIS (laparoscopic) or open colorectal resection surgery. Patient demographics, health information, and case characteristics were analyzed with respect to surgical approach and PSI events. Statistical relationships between surgical approach and PSI were investigated using univariate methods and multivariate logarithmic regression analysis. PSIs of interest were PSI 8, PSI 9 PSI 11, PSI 12, and PSI 13. RESULTS: There were 1382 operations identified, with 861 (62%) being open and 521 (38%) being minimally invasive. Logistic modeling showed no significant difference between the 2 groups for PSI 3, 6, or 8 through 15. CONCLUSION: Understanding PSI 90 and its components is important to enhance perioperative patient care and optimize reimbursement rates. We showed that MIS, despite providing known clinical benefits, may not affect scores in the PSI 90. Surgical approach may have little effect on PSIs, and other patient and system components that are more important to these outcome measures should be pursued.


Subject(s)
Colorectal Neoplasms , Colorectal Surgery , Aged , Colorectal Neoplasms/surgery , Hospitals , Humans , Medicare , Minimally Invasive Surgical Procedures , Patient Safety , Retrospective Studies , United States
4.
Am J Infect Control ; 50(1): 81-85, 2022 01.
Article in English | MEDLINE | ID: mdl-34273463

ABSTRACT

BACKGROUND: Given the associated morbidity, mortality, and financial consequences of catheter associated urinary tract infections (CAUTIs), efforts should be made to mitigate the risk. We sought to describe, and report results for a post-catheter removal bladder management protocol focused on decreasing catheter reinsertion, catheter days, and overall CAUTI risk. METHODS: This was a quality improvement initiative implemented over a 3-month period at a single urban, tertiary health care center. Patients with an indwelling urinary catheter deemed eligible for removal were followed and cared for according to the study protocol. Rates of catheter reinsertion, catheter days, and assessment of CAUTI risk were compared between cohorts. RESULTS: A total of 173 patients were eligible for protocol enrollment. Catheter reinsertion rate was 16% during the pilot, compared to 21% and 27% for the historical cohorts, (P = .02). The mean number of catheter day's during the study was 1.4 days, compared to 9.5 and 5.6 days in the historical cohorts (P = .004). Catheter hours (OR 1.010 95% CI 1.005 - 1.015 P < .0001.) was a predictor of catheter reinsertion during the pilot. CONCLUSIONS: Our protocol resulted in a reduction of catheter reinsertion rates and number of catheter days. Expansion of this protocol to a larger patient cohort is required.


Subject(s)
Catheter-Related Infections , Urinary Tract Infections , Catheter-Related Infections/prevention & control , Catheters, Indwelling/adverse effects , Humans , Urinary Catheterization/adverse effects , Urinary Catheters/adverse effects , Urinary Tract Infections/prevention & control
5.
J Healthc Qual ; 43(2): 101-109, 2021.
Article in English | MEDLINE | ID: mdl-32195743

ABSTRACT

ABSTRACT: Readmission is an increasingly important focus for improvement regarding quality, value, and patient burden in our surgical patient population. We hypothesized that inpatient harm events increase the likelihood of readmission in surgical patients. We created a system-wide inpatient registry with 30-day readmission. A surgical subset was created, and harm events were tracked through the electronic health record system. Between 2015 and 2017, 37,048 surgical patient encounters met inclusion criterion. A total of 2,887 patients (7.69%) were readmitted. After multiple logistic regression of the highly significant harm measures, seven harm measures remained statistically significant (p < .05). Those with the three highest odds ratios were mucosal pressure ulcer, Clostridium difficile, and glucose <40. Incorporating harm measures to the traditional risk, predictive model for 30-day readmission improved our model performance (area under the ROC curve from 0.68 to 0.71). This study demonstrated that inpatient hospital-based harm events can be electronically monitored and used to predict 30-day readmission.


Subject(s)
Inpatients , Patient Readmission , Humans , Logistic Models , ROC Curve , Registries , Retrospective Studies , Risk Factors
6.
J Surg Res ; 246: 131-138, 2020 02.
Article in English | MEDLINE | ID: mdl-31580983

ABSTRACT

BACKGROUND: Wound classification helps predict wound-related complications and is useful in stratifying surgical site infection reporting. We sought to evaluate misclassification among commonly performed surgeries that are at least clean-contaminated. MATERIALS AND METHODS: The National Surgical Quality Improvement Program database was queried from 2005 to 2016 by Current Procedural Terminology codes identifying common surgeries that are, by definition, not clean: colectomy, cholecystectomy, hysterectomy, and appendectomy. Univariate analysis and multivariate logistic regression were performed. RESULTS: Of the 1,208,544 operative cases reviewed, 22,925 (1.90%) were misclassified as clean. Hysterectomy was the most commonly misclassified operation (3.11%), and colectomy the least (0.82%). Misclassification was higher in laparoscopic cases (1.92% versus 1.82%; P < 0.01). Misclassification increased from 2005 to 2016 (0.22% versus 3.11%; P < 0.01). Misclassified patients were younger (46.7 versus 47.7 y; P < 0.01); had lower rates of hypertension, chronic obstructive pulmonary disease, smoking history, and steroid use (P < 0.01); and had shorter length of stay (2.2 versus 3.2 d; P < 0.01), lower 30-d readmission rates (3.7% versus 5.0%; P < 0.01), and less surgical site infections (1.7% versus 3.4%; P < 0.01). Open hysterectomy was the most significant positive predictor for misclassification (odds ratio 3.34; P < 0.01). Open appendectomy was the most significant negative predictor (odds ratio 0.20; P < 0.01). CONCLUSIONS: There is an increasing trend of misclassifying wounds as clean. Misclassified patients have better outcomes, and misclassification may be affected by patient characteristics, operative approach, and type of procedure rather than reflecting the true infectious burden. Further research is warranted.


Subject(s)
Surgical Procedures, Operative/classification , Surgical Wound Infection/epidemiology , Surgical Wound/classification , Age Factors , Female , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Patient Readmission/statistics & numerical data , Risk Factors , Surgical Procedures, Operative/adverse effects , Surgical Wound/complications , Surgical Wound Infection/etiology
7.
JAMIA Open ; 2(4): 429-433, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31984374

ABSTRACT

Health care systems are increasingly utilizing electronic medical record-associated patient portals to facilitate communication with patients and between providers and their patients. These patient portals are growing in recognition as potentially valuable research tools. While there is much information about the response rates and demographics of internet-based surveys as well as the demographics of patients who are portal members, not much is known about the response rate of internet-based surveys directed to a group of patient portal members or the demographics of which portal members respond to internet-based surveys issued within that specific population. The objective of these analyses was to determine the demographics of patient portal users who respond to an internet-based survey request. We hypothesized that respondents would more likely be: (1) older (65+), (2) European American, (3) married, (4) female, (5) college educated, (6) have higher medical care utilization, (7) have more comorbidities, and (8) have a private practice primary care physician (as opposed to a salaried group practice primary care physician). We found that our respondents tended to be older, of European geographic ancestry, and more frequent users of healthcare. While patient portal members are an easily identifiable and contactable group that are potentially valuable participants for research, it is important to understand that respondents to surveys solicited from this sampling frame may not be entirely representative. It will be important to develop strategies to more fully engage populations that represent the target population in order to increase overall and subgroup response rates.

8.
Neurosurgery ; 84(3): 778-787, 2019 03 01.
Article in English | MEDLINE | ID: mdl-30010937

ABSTRACT

BACKGROUND: Previous studies have failed to demonstrate statistically significant differences in postsurgical outcomes between operative cases featuring resident participation compared to attending only; however, the effects of level of postgraduate year (PGY) training have not been explored. OBJECTIVE: To correlate different PGYs in neurosurgery with 30-d postoperative outcomes. METHODS: Using National Surgical Quality Improvement Program 2005-2014, adult neurosurgical cases were divided into subspecialties: spine, open-vascular, cranial, and functional in teaching institutions. Comparison groups: cases involving junior residents (PGY 1-PGY 3), mid-level residents (PGY 4 + PGY 5), and senior residents (PGY 6 + PGY 7). Primary outcome measures included any wound disruption (surgical site infections and/or wound dehiscence), Clavien-Dindo grade IV (life-threatening) complications, and death. RESULTS: Compared to junior residents (n = 3729) and mid-level residents (n = 2779), senior residents (n = 3692) operated on patients with a greater comorbidity burden, as reflected by higher American Society of Anesthesiology classifications and decreased level of functional status. Cases with senior resident participation experienced the highest percentages of postoperative wound complications (P = .005), Clavien-Dindo grade IV complications (P = .001), and death (P = .035). However, following multivariable regression, level of residency training in neurosurgery did not predict any of the 3 primary outcome measures. Compared to spinal cases, cranial cases predicted a higher incidence of life-threatening complications (odds ratio 1.84, P < .001). CONCLUSION: Cases in the senior resident cohort were more technically challenging and exhibited a higher comorbidity burden preoperatively; however, level of neurosurgical training did not predict any wound disruption, life-threatening complications, or death. Residents still provide safe and effective assistance to attending neurosurgeons.


Subject(s)
Clinical Competence , Neurosurgeons/education , Neurosurgical Procedures/adverse effects , Neurosurgical Procedures/education , Adult , Female , Humans , Internship and Residency , Male , Middle Aged , Neurosurgery/education , Postoperative Complications/epidemiology
9.
Perm J ; 22: 16-189, 2018.
Article in English | MEDLINE | ID: mdl-30285920

ABSTRACT

BACKGROUND: Institutional harm reduction campaigns are essential in improving safe practice in critical care. Our institution embarked on an aggressive project to measure harm. We hypothesized that critically ill surgical patients were at increased risk of harm compared with medical intensive care patients. METHODS: Three years of administrative data for patients with at least 1 Intensive Care Unit day at an urban tertiary care center were assembled. Data were accessed from the Henry Ford Health System No Harm Campaign in Detroit, MI. Harm was defined as any unintended physical injury resulting from medical care. Patients were deemed surgical if they had at least 1 procedure in the operating room. Univariate analysis was used to compare surgical patients with nonsurgical. Logistic regression was used for risk adjustment in predicting harm and death. RESULTS: The study included 19,844 patients, of whom 7483 (37.7%) were surgical. The overall mortality was 7.8% (n = 1554). More surgical patients experienced harm than did nonsurgical patients (2923 [39.1%] vs 2798 [22.6%], odds ratio [OR] = 2.2, p < 0.001). Surgical patients were less likely to die (6.2% vs 8.8%, p < 0.001). Surgical patients were more likely to experience harm (OR = 2.1) but had lower mortalities (OR = 0.45) vs other harmed patients (OR = 3.8; all p < 0.001). CONCLUSION: Most harm in surgically critically ill patients is procedure related. Preliminary data show that harm is associated with death, yet both surgical and African American patients experience more harm with a lower mortality rate.


Subject(s)
Critical Illness/mortality , Inpatients/statistics & numerical data , Medical Errors/mortality , Medical Errors/statistics & numerical data , Surgical Procedures, Operative/mortality , Adult , Black or African American/statistics & numerical data , Aged , Critical Care , Female , Harm Reduction , Humans , Intensive Care Units , Male , Michigan , Middle Aged , Retrospective Studies , Tertiary Care Centers
10.
Ann Thorac Surg ; 106(2): 368-374, 2018 08.
Article in English | MEDLINE | ID: mdl-29689236

ABSTRACT

BACKGROUND: Outcomes data on esophagectomy performed for benign conditions is scarce. Using the National Surgical Quality Improvement Program database, we sought to analyze outcomes of esophagectomy performed for benign conditions. METHODS: The National Surgical Quality Improvement Program database was queried for all esophagectomies performed from 2005 to 2015. Outcomes for benign conditions were analyzed and compared with outcomes for malignant conditions. RESULTS: Esophagectomy was performed in 7,477 patients during the study period. Of those, 6,762 underwent esophagectomy for malignant conditions and 715 for benign conditions. For patients with benign conditions, reconstruction was performed using gastric conduit in 631 and colon/intestine in 84. The anastomosis was intrathoracic in 420 and cervical in 295. Benign esophagectomies were more likely to be emergent (10.1% vs 0.4%, p < 0.001). In addition, these patients had a longer hospital length of stay (17.2 days vs 14.5 days, p < 0.001) and higher occurrence of Clavien-Dindo grade IV complications (25% vs 20%, p = 0.003). Mortality was similar at 4%. In patients with benign conditions, reconstruction with colon/intestine had higher occurrence of Clavien-Dindo Grade IV complications (37% vs 23%, p = 0.006), surgical wound infections (33% vs 16%, p < 0.001), and death (10% vs 4%, p = 0.017) compared with gastric reconstruction. Site of anastomosis did not affect outcomes. CONCLUSIONS: Benign esophagectomies are associated with significant morbidity. Although the site of the anastomosis does not alter outcomes, use of colon/intestine conduit should be pursued with caution.


Subject(s)
Esophageal Neoplasms/pathology , Esophageal Neoplasms/surgery , Esophagectomy/methods , Hospital Mortality/trends , Length of Stay , Adult , Aged , Analysis of Variance , Anastomosis, Surgical/methods , Biopsy, Needle , Databases, Factual , Disease-Free Survival , Esophageal Neoplasms/mortality , Esophagectomy/adverse effects , Female , Humans , Immunohistochemistry , Male , Middle Aged , Postoperative Complications/epidemiology , Postoperative Complications/physiopathology , Prognosis , Retrospective Studies , Risk Assessment , Statistics, Nonparametric , Survival Analysis , Treatment Outcome
11.
World Neurosurg ; 114: e70-e76, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29476999

ABSTRACT

OBJECTIVE: Because of the health care initiative on quality improvement projects in academic medicine, this study explores the impact of different postgraduate years (PGYs) on unexpected re-operation rates. METHODS: Using the National Surgical Quality Improvement Program 2005-2014, adult neurosurgical cases were divided into subspecialties: spine, open vascular, cranial, and functional. Comparison groups were cases involving junior residents (PGY 1-PGY 3), mid-level residents (PGY 4 + PGY 5), and senior residents (PGY 6 + PGY 7). Comorbidity disease burden was measured by frailty index. The primary outcome measure was 30-day unintended return to the operating room. RESULTS: Of the 9782 cases, re-operations were higher for those cases featuring a senior resident (5.6%) compared with mid-level resident (4.1%) and junior resident (3.8%) (P = 0.001). Although senior residents operated on patients with a statistically significantly higher neurologic disease burden, greater relative value units, longer operative times, and more 30-day postoperative adverse events, the level of resident training did not have an impact on revision surgery after multivariable logistical regression. The strongest predictors of return to the operating room included the frailty index (adjusted odds ratio [ORadj] = 5.18, P < 0.001), functional subspecialty (ORadj = 2.65, P < 0.001), and Wound Class 4 - dirty/infected wound (ORadj = 2.33, P = 0.016). CONCLUSIONS: Resident participation in neurosurgical cases does not affect 30-day unplanned re-operation rates, which were affected by frailty index, functional subspecialty, and wound class.


Subject(s)
Clinical Competence/statistics & numerical data , Internship and Residency , Neurosurgery/education , Neurosurgical Procedures , Quality Improvement/statistics & numerical data , Adult , Aged , Female , Humans , Internship and Residency/methods , Male , Middle Aged , Neurosurgical Procedures/adverse effects , Operating Rooms/statistics & numerical data , Postoperative Complications/prevention & control , Time Factors , Treatment Outcome
12.
J Minim Invasive Gynecol ; 25(5): 867-871, 2018.
Article in English | MEDLINE | ID: mdl-29337210

ABSTRACT

STUDY OBJECTIVE: To evaluate rates of urologic injury in patients who underwent robotic hysterectomy compared with laparoscopic, vaginal, and open hysterectomy. DESIGN: A retrospective analysis (Canadian Task Force classification II-2). SETTING: Henry Ford Health System, 2013 to 2016. PATIENTS: Women who underwent robotic, vaginal, laparoscopic, and open abdominal hysterectomy. INTERVENTIONS: Robotic hysterectomy, laparoscopic-assisted vaginal hysterectomy, total laparoscopic hysterectomy, laparoscopic supracervical hysterectomy, vaginal hysterectomy, and abdominal hysterectomy. MEASUREMENTS AND MAIN RESULTS: To identify patients with urologic injury, a departmental database for quality improvement was searched for reported urologic injuries. In addition, patients who had urology consultation within 90 days of hysterectomy were screened for injury. A total of 3114 hysterectomies were identified by retrospective chart review. One thousand eighty-eight robotic, 782 laparoscopic, 304 vaginal, and 940 abdominal hysterectomies were analyzed for urologic complications. A total of 27 injuries were confirmed (7 during laparoscopic hysterectomy, 10 during robotic hysterectomy, 1 during vaginal hysterectomy, and 9 during abdominal hysterectomy). The overall rate of urologic injury was 0.87% with a 0.55% risk of bladder injury and a 0.32% risk of injury to the ureter. When the route of hysterectomy was taken into account, the risk of urologic injury was 0.92% for robotic hysterectomy, 0.90% for laparoscopic hysterectomy, 0.33% for vaginal hysterectomy, and 0.96% for open hysterectomy. The mean body mass index (BMI) for all patients was 32.7 kg/m2; injured patients had a mean BMI of 34.6 kg/m2, and noninjured patients had a mean BMI of 32.0 kg/m2 (p = .10). CONCLUSION: Rates of urologic injury with robotic hysterectomy are similar to those of laparoscopic hysterectomy in our population. BMI was not significantly different in patients who had urologic injuries. Surgeon volume was not associated with risk for urologic injury.


Subject(s)
Hysterectomy/methods , Intraoperative Complications/etiology , Robotic Surgical Procedures/methods , Ureter/injuries , Urinary Bladder/injuries , Adult , Body Mass Index , Female , Humans , Middle Aged , Retrospective Studies , Risk Factors , Vagina
13.
J Neurosurg Spine ; 28(1): 33-39, 2018 01.
Article in English | MEDLINE | ID: mdl-29076762

ABSTRACT

OBJECTIVE In the past, spine surgeons have avoided the transoral approach to the atlantoaxial segment because of concerns for unacceptable patient morbidity. The objective of this study was to measure 30-day postoperative complications, especially surgical site infection (SSI), after transoral versus posterior approach to atlantoaxial fusion. METHODS The source population was provided by the American College of Surgeons National Surgical Quality Improvement Program database, which was queried for all patients who underwent atlantoaxial fusion for degenerative/spondylotic disease and/or trauma between 2005 and 2014. To eliminate bias from unequal sample sizes, patients who underwent the transoral approach were matched with patients who underwent the posterior approach (generally 1:5 ratio) based on age ± 5 years and modified frailty index score (a measure of preoperative comorbidity burden). Because of rare SSI incidence, adjusted odds ratios (ORadj) of SSI were calculated using penalized maximum likelihood estimation. RESULTS A total of 318 patients were included in the study. There were no statistically significant differences between the transoral cohort (n = 56) and the posterior cohort (n = 262) in terms of 30-day postoperative individual complications, including SSI (1.79% vs 1.91%; p = 0.951) and composite complications (10.71% vs 6.87%; p = 0.323). Controlling for sex and smoking, the odds of SSI in the transoral approach were almost equal to the odds in the posterior approach (ORadj 1.17; p = 0.866). While the unplanned reoperation rate of 5.36% after transoral surgery was higher than the 1.53% rate after posterior surgery, the difference approached, but did not reach, statistical significance (p = 0.076). CONCLUSIONS Transoral versus posterior surgery for atlantoaxial fusion did not differ in 30-day unexpected outcomes. Therefore, spinal pathology, rather than concern for postoperative complications, should adjudicate the technical approach to the atlantoaxial segment.


Subject(s)
Atlanto-Axial Joint/surgery , Joint Diseases/surgery , Minimally Invasive Surgical Procedures/adverse effects , Mouth/surgery , Spinal Fusion/adverse effects , Surgical Wound Infection/epidemiology , Adult , Aged , Female , Humans , Joint Diseases/diagnostic imaging , Joint Diseases/etiology , Male , Middle Aged , Minimally Invasive Surgical Procedures/methods , Retrospective Studies , Spinal Fusion/methods , Time Factors , Treatment Outcome
14.
Am J Med Qual ; 32(6): 605-610, 2017.
Article in English | MEDLINE | ID: mdl-28693332

ABSTRACT

A number of quality rating systems to rank health care providers have been developed over the years with the intention of helping consumers make informed health care purchasing decisions. Many use sets of individual quality measures to calculate a global rating. The utility of a global rating for consumer choice hinges on the relationships among included measures and the extent to which they jointly reflect an underlying dimension of quality. Publicly reported data on 4 quality domains-complication, mortality, readmission, and patient safety-from Centers for Medicare & Medicaid Services' Hospital Compare website were used to examine correlations among individual measures within each measure group (within-group correlations) and correlations between pairs of measures across different measure groups (between-group correlations). Modest within-group correlations were found in only 2 domains (mortality and readmission), and there were no meaningful between-group associations. These findings raise questions about whether consumers can reliably depend on global quality ratings to make informed decisions.


Subject(s)
Benchmarking/standards , Centers for Medicare and Medicaid Services, U.S./standards , Hospital Administration/standards , Patient Safety/standards , Quality Indicators, Health Care/standards , Hospital Mortality/trends , Patient Readmission/statistics & numerical data , Postoperative Complications/epidemiology , United States
15.
Perm J ; 20(4): 16-017, 2016.
Article in English | MEDLINE | ID: mdl-27768568

ABSTRACT

BACKGROUND: Unplanned postoperative reintubation increases the risk of mortality, but associated factors are unclear. OBJECTIVE: To elucidate factors associated with increased mortality risk in patients with unplanned postoperative reintubation. DESIGN: Retrospective study. Patients older than 40 years who underwent unplanned reintubation from 2005 to 2010 were identified using the American College of Surgeons National Surgical Quality Improvement Program database. Multiple regression models were used to examine the impact on mortality of factors that included the modified frailty index (mFI) we developed, American Society of Anesthesiologists (ASA) score, age decile, and days to reintubation. MAIN OUTCOME MEASURE: Mortality. RESULTS: A total of 17,051 postoperative reintubations in adults were analyzed. Overall mortality was 29.4% (n = 5009). On postoperative day 1, 4434 patients were reintubated and 878 (19.8%) died. On postoperative day 7 and beyond, 6329 patients were reintubated and 2215 (35.0%) died. Increasing mFI resulted in increasing incidence of mortality (mFl of 0 = 20.5% mortality vs mFl of 0.37-0.45 = 41.7% mortality). As ASA score increased from 1 to 5, reintubation was associated with a mortality of 12.1% to 41.6%, respectively. Similarly, increasing age decile was associated with increasing incidence of mortality (40-49 years, 17.9% vs 80-89 years, 42.1%). After adjustment for confounding factors, mFI, ASA score, age decile, and increasing number of days to reintubation were independently and significantly associated with increased mortality in the study population. CONCLUSION: Among patients who underwent unplanned reintubation, older and more frail patients had an increased risk of mortality.


Subject(s)
Frail Elderly , General Surgery , Intubation, Intratracheal , Mortality , Postoperative Complications , Age Factors , Aged , Aged, 80 and over , Databases, Factual , Female , Frail Elderly/statistics & numerical data , General Surgery/standards , General Surgery/statistics & numerical data , Humans , Intubation, Intratracheal/statistics & numerical data , Male , Middle Aged , Multivariate Analysis , Postoperative Complications/etiology , Postoperative Complications/therapy , Quality Improvement , Retrospective Studies , Risk Assessment , Risk Factors
16.
J Neurosurg Spine ; 25(4): 537-541, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27153143

ABSTRACT

OBJECTIVE Limited tools exist to stratify perioperative risk in patients undergoing spinal procedures. The modified frailty index (mFI) based on the Canadian Study of Health and Aging Frailty Index (CSHA-FI), constructed from standard demographic variables, has been applied to various other surgical populations for risk stratification. The authors hypothesized that it would be predictive of postoperative morbidity and mortality in patients undergoing spine surgery. METHODS The 2006-2010 National Surgical Quality Improvement Program (NSQIP) data set was accessed for patients undergoing spine surgeries based on Current Procedural Terminology (CPT) codes. Sixteen preoperative clinical NSQIP variables were matched to 11 CSHA-FI variables (changes in daily activities, gastrointestinal problems, respiratory problems, clouding or delirium, hypertension, coronary artery and peripheral vascular disease, congestive heart failure, and so on). The outcomes assessed were 30-day occurrences of adverse events. These were then summarized in groups: any infection, wound-related complication, Clavien IV complications (life-threatening, requiring ICU admission), and mortality. RESULTS A total of 18,294 patients were identified. In 8.1% of patients with an mFI of 0 there was at least one morbid complication, compared with 24.3% of patients with an mFI of ≥ 0.27 (p < 0.001). An mFI of 0 was associated with a mortality rate of 0.1%, compared with 2.3% for an mFI of ≥ 0.27 (p < 0.001). Patients with an mFI of 0 had a 1.7% rate of surgical site infections and a 0.8% rate of Clavien IV complications, whereas patients with an mFI of ≥ 0.27 had rates of 4.1% and 7.1% for surgical site infections and Clavien IV complications, respectively (p < 0.001 for both). Multivariate analysis showed that the preoperative mFI and American Society of Anesthesiologists classification of ≥ III had a significantly increased risk of leading to Clavien IV complications and death. CONCLUSIONS A higher mFI was associated with a higher risk of postoperative morbidity and mortality, providing an additional tool to improve perioperative risk stratification.


Subject(s)
Postoperative Complications/diagnosis , Postoperative Complications/mortality , Severity of Illness Index , Spine/surgery , Datasets as Topic , Female , Humans , Logistic Models , Male , Morbidity , Multivariate Analysis , Prognosis , Quality Improvement , Risk Assessment/methods , Sensitivity and Specificity , Time Factors
17.
Front Surg ; 3: 18, 2016.
Article in English | MEDLINE | ID: mdl-27066488

ABSTRACT

Although previous studies have documented the occurrence of microembolization during abdominal aortic aneurysm (AAA) repair by both open and endovascular approaches, no study has compared the downstream effects of these two repair techniques on lower extremity hemodynamics. In this prospective cohort study, 20 patients were treated with endovascular aneurysm repair (EVAR) (11 Zenith, 8 Excluder, and 1 Medtronic) and 18 patients with open repair (OR) (16 bifurcated grafts, 2 tube grafts). Pre- and postoperative ankle-brachial indices (ABIs) and toe-brachial indices (TBIs) were measured preoperatively and on postoperative day (POD) 1 and 5. Demographics and preoperative ABIs/TBIs were identical in EVAR (0.97/0.63) and OR (0.96/0.63) patients (p = 0.21). There was a significant decrease in ABIs/TBIs following both EVAR (0.83/0.52, p = 0.01) and OR (0.73/0.39, p = 0.003) on POD #1, although this decrease was greater following OR than EVAR (p = 0.002). This difference largely resolved by POD #5 (p = 0.41). In the OR group, TBIs in the limb in which flow was restored first was significantly reduced compared to the contralateral limb (0.50 vs. 0.61, p = 0.03). In the EVAR group, there was also a difference in TBIs between the main body insertion side and the contralateral side (0.50 vs. 0.59, p = 0.02). Deterioration of lower extremity perfusion pressures occurs commonly after AAA repair regardless of repair technique. Toe perfusion is worse in the limb opened first during OR and on the main body insertion side following EVAR, suggesting that microembolization plays a major role in this deterioration. The derangement following OR is more profound than after EVAR on POD #1, but recovers rapidly. This finding suggests that microembolizarion may be worse with OR or alternatively that other factors associated with OR (e.g., the hemodynamic response to surgery with redistribution of flow to vital organs peri-operatively) may play a role.

18.
J Am Coll Surg ; 223(2): 286-90, 2016 08.
Article in English | MEDLINE | ID: mdl-27118713

ABSTRACT

BACKGROUND: Although influence of technical complications in association to hospital length of stay has been studied extensively in esophageal resection, nontechnical factors responsible for prolonged length of stay have not been reported. Using the NSQIP dataset, we hypothesized that we would be able to identify factors associated with prolonged length of stay after esophagectomy. STUDY DESIGN: National Surgical Quality Improvement Program data from 2005 to 2012 were reviewed for CPT codes for esophagectomy. Outlier status for length of stay was defined as >75th percentile. Logistic regression was used to predict outlier status and linear regression to discern factors contributing to longer lengths of stay. RESULTS: A total of 3,538 cases were reviewed. The 75th percentile for length of stay was 17 days. Preoperative predictors of hospital stay outliers include emergency surgery and frailty index (odds ratios = 3.7 and 3.6; p < 0.001). Deep organ space infection and progressive renal insufficiency had the highest likelihood of prolonged length of stay (odds ratios = 5.2 and 5.1; p < 0.001). Failure to wean off of ventilator in 48 hours, urinary tract infection, and pneumonia were associated with length of stay outlier (odds ratios = 3.7, 2.7, and 2.7; all p < 0.001). CONCLUSIONS: Urinary tract infection and pneumonia after esophagectomy are associated with longer hospital stays. Although meticulous surgical technique remains paramount, our study demonstrates that postoperative nontechnical complications factor into prolonged hospital stays. Focus on such factors can lead to reductions in hospital stays.


Subject(s)
Esophagectomy , Length of Stay/statistics & numerical data , Postoperative Complications/etiology , Databases, Factual , Humans , Linear Models , Logistic Models , Retrospective Studies , Risk Factors
19.
Am J Surg ; 211(6): 1071-6, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26800866

ABSTRACT

BACKGROUND: An aging surgical population places an increasing burden on surgeons to accurately risk stratify and counsel patients. Preoperative frailty assessments are a promising new modality to better evaluate patients but can often be time consuming. Data regarding frailty and hepatectomy outcomes have not been published to date. METHOD: Using the National Surgical Quality Improvement Project database, we examined hepatectomy patients 2005 to 11 and correlated frailty scores with outcomes of major morbidity, mortality, and extended length of stay, using a previously validated modified frailty index score. Frailty was compared against age, American Society of Anesthesiologists class, and other common risk variables. RESULTS: Multivariate regression identified frailty as the strongest predictor of Clavien 4 complications (OR = 40.0, 95% CI = 15.2 to 105.0), and mortality (OR = 26.4, 95% CI = 7.7 to 88.2). As the frailty score increased, there was a statistically significant increase in Clavien 4 complications, mortality, and extended length of stay (P < .001 for all). CONCLUSIONS: Frailty is a significant factor in morbidity and mortality after hepatectomy. Use of the modified frailty index allows for feasibility of data collection in a busy clinical setting.


Subject(s)
Hepatectomy/adverse effects , Hepatectomy/mortality , Hospital Mortality , Postoperative Complications/diagnosis , Postoperative Complications/mortality , Aged , Aged, 80 and over , Databases, Factual , Female , Frail Elderly , Hepatectomy/methods , Humans , Length of Stay , Logistic Models , Male , Morbidity , Multivariate Analysis , Quality Improvement , Retrospective Studies , Risk Assessment , Severity of Illness Index , Survival Analysis , United States
20.
J Surg Res ; 199(2): 529-35, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26119273

ABSTRACT

BACKGROUND: Use of the trauma and injury severity score (TRISS) for quality and outcomes assessment is challenged by the need for laborious collection of demographic and physiological data. We hypothesize that a novel stratification approach based on International Statistical Classification for Diseases, Ninth Revision (ICD-9) data that are readily available for trauma patients provides a more accurate and more easily obtainable alternative to TRISS with the potential for widespread use. METHODS: Data from the ACS National Trauma Data Bank were used to train and evaluate a regularized logistic regression model for mortality and linear regression models for hospital length of stay (HLOS) and intensive care unit length of stay (ILOS) using ICD-9 diagnostic and procedural codes. Model training was performed on data from 2008 (n = 124,625) and evaluation on data from 2009 (n = 120,079). The discrimination and calibration of each model based on ICD-9 codes were compared with those of TRISS. RESULTS: The mortality model using ICD-9 codes was comparable with that of TRISS in terms of the area under the receiver operating characteristic curve (0.922 versus 0.921, P = not significant.) and achieved better results in terms of both integrated discrimination improvement (0.106, P < 0.001) and Hosmer-Lemeshow chi-squared value (294.15 versus 2043.20). The HLOS and ILOS models using ICD-9 codes also demonstrated improvements in both R(2) (0.64 versus 0.30 for HLOS, 0.68 versus 0.34 for ILOS) and root mean-squared error (7.06 versus 8.62 for HLOS, 4.15 versus 9.54 for ILOS). CONCLUSIONS: Use of ICD-9 codes for stratification provides a more accurate and more broadly applicable approach to quality and outcomes assessment in trauma patients than the labor-intensive gold standard of TRISS.


Subject(s)
International Classification of Diseases , Outcome Assessment, Health Care , Wounds and Injuries/therapy , Adult , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Severity of Illness Index , Young Adult
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