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1.
Anesth Analg ; 135(1): e9, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35709464
2.
Anesth Analg ; 134(3): 455-462, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35180161

ABSTRACT

BACKGROUND: Overutilization of operating theaters (OTs) occurs when actual surgery duration exceeds scheduled duration, which could potentially result in delays or cancelations in subsequent surgeries. We investigate the association between the timing of elective surgery scheduling and OT overutilization. METHODS: A cross-sectional retrospective study was conducted using electronic health record data of 27,423 elective surgeries from July 1, 2016, to July 31, 2018, at a mid-Atlantic academic medical center with 56 OTs. The scheduling precision of each surgery is measured using the ratio of the actual (A) over the scheduled or forecast (F) length of surgery to derive the predictor variable of A/F (actual-to-forecast ratio [AF]). Student t test and χ2 tests analyzed differences between OTs reserved within and over 7 days of surgery for continuous and dichotomous variables, respectively. Hierarchical regression models, controlling for potential confounds from the hospital environment, clinicians' work experience and workloads, patient factors, scheduled OT length, and operational and team factors isolated the association between OTs reserved within 7 days of the elective surgery with AF. RESULTS: The Student t test indicates that OTs reserved within 7 days of surgery had significantly higher AF (1.13 ± 0.53 vs 1.08 ± 0.41; P < .001). In-depth Student t test analyses for 4 patient groups, namely, outpatient, extended recovery, admission after surgery, and inpatient, indicate that AF was only significantly different for OTs reserved within 7 days for the admission after surgery group (1.15 ± 0.47 vs 1.09 ± 0.35; P < .001) but did not reach statistical significance among the outpatient, extended recovery, and inpatient groups. After controlling for potential confounds, hierarchical regression for the admission after surgery group reveals that OTs reserved within 7 days took 2.7% longer than the scheduled length of surgery (AFbeta, 0.027; 95% CI, 0.003-0.051; P = .027). CONCLUSIONS: Elective surgeries scheduled within 7 days of surgery were associated with significantly higher likelihood of OT overutilization for surgical patients who will be admitted after surgery. Further studies at other hospitals and a longer period of time are needed to ascertain a potential "squeeze-in" effect.


Subject(s)
Appointments and Schedules , Elective Surgical Procedures/methods , Operating Rooms/organization & administration , Academic Medical Centers , Adolescent , Adult , Aged , Aged, 80 and over , Ambulatory Care , Body Mass Index , Cross-Sectional Studies , Electronic Health Records , Female , Forecasting , Humans , Male , Middle Aged , Operative Time , Patient Care Team , Patients , Regression Analysis , Retrospective Studies , Workload , Young Adult
3.
PLoS One ; 12(4): e0174518, 2017.
Article in English | MEDLINE | ID: mdl-28369127

ABSTRACT

BACKGROUND: In previous studies, Propionibacterium acnes was cultured from intervertebral disc tissue of ~25% of patients undergoing microdiscectomy, suggesting a possible link between chronic bacterial infection and disc degeneration. However, given the prominence of P. acnes as a skin commensal, such analyses often struggled to exclude the alternate possibility that these organisms represent perioperative microbiologic contamination. This investigation seeks to validate P. acnes prevalence in resected disc cultures, while providing microscopic evidence of P. acnes biofilm in the intervertebral discs. METHODS: Specimens from 368 patients undergoing microdiscectomy for disc herniation were divided into several fragments, one being homogenized, subjected to quantitative anaerobic culture, and assessed for bacterial growth, and a second fragment frozen for additional analyses. Colonies were identified by MALDI-TOF mass spectrometry and P. acnes phylotyping was conducted by multiplex PCR. For a sub-set of specimens, bacteria localization within the disc was assessed by microscopy using confocal laser scanning and FISH. RESULTS: Bacteria were cultured from 162 discs (44%), including 119 cases (32.3%) with P. acnes. In 89 cases, P. acnes was cultured exclusively; in 30 cases, it was isolated in combination with other bacteria (primarily coagulase-negative Staphylococcus spp.) Among positive specimens, the median P. acnes bacterial burden was 350 CFU/g (12 - ~20,000 CFU/g). Thirty-eight P. acnes isolates were subjected to molecular sub-typing, identifying 4 of 6 defined phylogroups: IA1, IB, IC, and II. Eight culture-positive specimens were evaluated by fluorescence microscopy and revealed P. acnes in situ. Notably, these bacteria demonstrated a biofilm distribution within the disc matrix. P. acnes bacteria were more prevalent in males than females (39% vs. 23%, p = 0.0013). CONCLUSIONS: This study confirms that P. acnes is prevalent in herniated disc tissue. Moreover, it provides the first visual evidence of P. acnes biofilms within such specimens, consistent with infection rather than microbiologic contamination.


Subject(s)
Biofilms/growth & development , Intervertebral Disc Displacement/microbiology , Intervertebral Disc/microbiology , Propionibacterium acnes/isolation & purification , Propionibacterium acnes/physiology , Adult , Aged , Aged, 80 and over , Diskectomy , Female , Gram-Positive Bacterial Infections/complications , Gram-Positive Bacterial Infections/microbiology , Humans , Intervertebral Disc/surgery , Intervertebral Disc Degeneration/etiology , Intervertebral Disc Degeneration/microbiology , Intervertebral Disc Displacement/etiology , Intervertebral Disc Displacement/surgery , Male , Middle Aged , Phenotype , Propionibacterium acnes/pathogenicity , Young Adult
4.
J Clin Monit Comput ; 31(4): 845-850, 2017 Aug.
Article in English | MEDLINE | ID: mdl-27270785

ABSTRACT

Use of an anesthesia information management system (AIMS) has been reported to improve accuracy of recorded information. We tested the hypothesis that analyzing the distribution of times charted on paper and computerized records could reveal possible rounding errors, and that this effect could be modulated by differences in the user interface for documenting certain event times with an AIMS. We compared the frequency distribution of start and end times for anesthesia cases completed with paper records and an AIMS. Paper anesthesia records had significantly more times ending with "0" and "5" compared to those from the AIMS (p < 0.001). For case start times, AIMS still exhibited end-digit preference, with times whose last digits had significantly higher frequencies of "0" and "5" than other integers. This effect, however, was attenuated compared to that for paper anesthesia records. For case end times, the distribution of minutes recorded with AIMS was almost evenly distributed, unlike those from paper records that still showed significant end-digit preference. The accuracy of anesthesia case start times and case end times, as inferred by statistical analysis of the distribution of the times, is enhanced with the use of an AIMS. Furthermore, the differences in AIMS user interface for documenting case start and case end times likely affects the degree of end-digit preference, and likely accuracy, of those times.


Subject(s)
Anesthesia , Monitoring, Intraoperative/instrumentation , Operating Room Information Systems , Anesthesiology , Data Collection , Electronic Health Records , Humans , Monitoring, Intraoperative/methods , Operating Rooms , Reproducibility of Results , Research Design , Retrospective Studies , Software , Time Factors , User-Computer Interface
5.
PLoS One ; 11(8): e0161676, 2016.
Article in English | MEDLINE | ID: mdl-27536784

ABSTRACT

BACKGROUND: The relationship between intervertebral disc degeneration and chronic infection by Propionibacterium acnes is controversial with contradictory evidence available in the literature. Previous studies investigating these relationships were under-powered and fraught with methodical differences; moreover, they have not taken into consideration P. acnes' ability to form biofilms or attempted to quantitate the bioburden with regard to determining bacterial counts/genome equivalents as criteria to differentiate true infection from contamination. The aim of this prospective cross-sectional study was to determine the prevalence of P. acnes in patients undergoing lumbar disc microdiscectomy. METHODS AND FINDINGS: The sample consisted of 290 adult patients undergoing lumbar microdiscectomy for symptomatic lumbar disc herniation. An intraoperative biopsy and pre-operative clinical data were taken in all cases. One biopsy fragment was homogenized and used for quantitative anaerobic culture and a second was frozen and used for real-time PCR-based quantification of P. acnes genomes. P. acnes was identified in 115 cases (40%), coagulase-negative staphylococci in 31 cases (11%) and alpha-hemolytic streptococci in 8 cases (3%). P. acnes counts ranged from 100 to 9000 CFU/ml with a median of 400 CFU/ml. The prevalence of intervertebral discs with abundant P. acnes (≥ 1x103 CFU/ml) was 11% (39 cases). There was significant correlation between the bacterial counts obtained by culture and the number of P. acnes genomes detected by real-time PCR (r = 0.4363, p<0.0001). CONCLUSIONS: In a large series of patients, the prevalence of discs with abundant P. acnes was 11%. We believe, disc tissue homogenization releases P. acnes from the biofilm so that they can then potentially be cultured, reducing the rate of false-negative cultures. Further, quantification study revealing significant bioburden based on both culture and real-time PCR minimize the likelihood that observed findings are due to contamination and supports the hypothesis P. acnes acts as a pathogen in these cases of degenerative disc disease.


Subject(s)
Diskectomy/statistics & numerical data , Gram-Positive Bacterial Infections/epidemiology , Intervertebral Disc Degeneration/microbiology , Intervertebral Disc/microbiology , Propionibacterium acnes , Adult , Age Factors , Cross-Sectional Studies , Diskectomy/methods , Female , Gram-Positive Bacterial Infections/complications , Gram-Positive Bacterial Infections/microbiology , Humans , Intervertebral Disc/surgery , Intervertebral Disc Degeneration/complications , Intervertebral Disc Degeneration/surgery , Lumbar Vertebrae/surgery , Male , Middle Aged , Prevalence , Prospective Studies , Real-Time Polymerase Chain Reaction , Risk Factors
6.
PLoS One ; 10(8): e0133317, 2015.
Article in English | MEDLINE | ID: mdl-26261992

ABSTRACT

BACKGROUND: A substantial fraction of all American healthcare expenditures are potentially wasted, and practices that are not evidence-based could contribute to such waste. We sought to characterize whether Prothrombin Time (PT) and activated Partial Thromboplastin Time (aPTT) tests of preoperative patients are used in a way unsupported by evidence and potentially wasteful. METHODS AND FINDINGS: We evaluated prospectively-collected patient data from 19 major teaching hospitals and 8 hospital-affiliated surgical centers in 7 states (Delaware, Florida, Maryland, Massachusetts, New Jersey, New York, Pennsylvania) and the District of Columbia. A total of 1,053,472 consecutive patients represented every patient admitted for elective surgery from 2009 to 2012 at all 27 settings. A subset of 682,049 patients (64.7%) had one or both tests done and history and physical (H&P) records available for analysis. Unnecessary tests for bleeding risk were defined as: PT tests done on patients with no history of abnormal bleeding, warfarin therapy, vitamin K-dependent clotting factor deficiency, or liver disease; or aPTT tests done on patients with no history of heparin treatment, hemophilia, lupus anticoagulant antibodies, or von Willebrand disease. We assessed the proportion of patients who received PT or aPTT tests who lacked evidence-based reasons for testing. CONCLUSIONS: This study sought to bring the availability of big data together with applied comparative effectiveness research. Among preoperative patients, 26.2% received PT tests, and 94.3% of tests were unnecessary, given the absence of findings on H&P. Similarly, 23.3% of preoperative patients received aPTT tests, of which 99.9% were unnecessary. Among patients with no H&P findings suggestive of bleeding risk, 6.6% of PT tests and 7.1% of aPTT tests were either a false positive or a true positive (i.e. indicative of a previously-undiagnosed potential bleeding risk). Both PT and aPTT, designed as diagnostic tests, are apparently used as screening tests. Use of unnecessary screening tests raises concerns for the costs of such testing and the consequences of false positive results.


Subject(s)
Partial Thromboplastin Time , Prothrombin Time , Adult , Aged , Evidence-Based Practice/methods , Evidence-Based Practice/standards , Evidence-Based Practice/statistics & numerical data , Female , Hospitals, Teaching , Humans , Male , Middle Aged , Preoperative Care/methods , Preoperative Care/standards , Preoperative Care/statistics & numerical data , United States , Unnecessary Procedures , Young Adult
7.
Anesthesiology ; 123(1): 116-25, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25909970

ABSTRACT

BACKGROUND: In an effort to measure and improve the quality of perioperative care, the Surgical Care Improvement Project (SCIP) was introduced in 2003. The SCIP guidelines are evidence-based process measures designed to reduce preventable morbidity, but it remains to be determined whether SCIP-measure compliance is associated with improved outcomes. METHODS: The authors retrospectively analyzed the electronic medical record data from 45,304 inpatients at a single institution to assess whether compliance with SCIP Inf-10 (body temperature management) was associated with a reduced incidence of morbidity and mortality. The primary outcomes were hospital-acquired infection and ischemic cardiovascular events. Secondary outcomes were mortality and hospital length of stay. RESULTS: Body temperature on admission to the postoperative care unit was higher in the SCIP-compliant group (36.6° ± 0.5°C; n = 44,064) compared with the SCIP-noncompliant group (35.5° ± 0.5°C; n = 1,240) (P < 0.0001). SCIP compliance was associated with improved outcomes in both nonadjusted and risk-adjusted analyses. SCIP compliance was associated with a reduced incidence of hospital-acquired infection (3,312 [7.5%] vs.160 [12.9%] events; risk-adjusted odds ratio [OR], 0.68; 95% CI, 0.54 to 0.85), ischemic cardiovascular events (602 [1.4%] vs. 38 [3.1%] events; risk-adjusted OR, 0.60; 95% CI, 0.41 to 0.92), and mortality (617 [1.4%] vs. 60 [4.8%] events; risk-adjusted OR, 0.41; 95% CI, 0.29 to 0.58). Median (interquartile range) hospital length of stay was also decreased: 4 (2 to 8) versus 5 (2 to 14) days; P < 0.0001. CONCLUSION: Compliance with SCIP Inf-10 body temperature management guidelines during surgery is associated with improved clinical outcomes and can be used as a quality measure.


Subject(s)
Body Temperature/physiology , Perioperative Care/standards , Quality Improvement/standards , Quality of Health Care/standards , Adult , Aged , Female , Humans , Length of Stay/trends , Male , Middle Aged , Perioperative Care/trends , Quality Improvement/trends , Quality of Health Care/trends , Retrospective Studies , Treatment Outcome , Young Adult
8.
Transfusion ; 54(10 Pt 2): 2716-23, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24611645

ABSTRACT

BACKGROUND: Blood utilization has become an important outcome measure for surgical patients because of the recognized risks and costs associated with transfusion. However, comparisons of blood utilization between providers or institutions are difficult, because there is no standard method for risk adjustment when assessing surgical blood requirements. We examined whether accepted diagnosis-related group (DRG) case mix indexes can be used for this purpose. STUDY DESIGN AND METHODS: We retrospectively analyzed electronic medical record data from 37,403 surgical inpatients to assess the relationship between intraoperative blood component transfusion requirements and the case mix indexes: weighted Medicare severity DRG and weighted all-patient refined DRG. Thirty-one surgeons from the general surgery service were compared to determine correlations between blood component utilization and case mix index in both a risk unadjusted and an adjusted fashion. RESULTS: Case mix indexes and transfusion requirements were directly correlated for red blood cells (RBCs), plasma, and platelet (PLT) transfusions (p < 0.0001 for all three blood components, for both indexes). Surgeons with greater case mix index values had greater transfusion requirements, and adjustment for case mix index resulted in less variation among surgeons (p < 0.0001, p = 0.0003, and p < 0.0001 for unadjusted vs. adjusted utilization of RBCs, plasma, and PLTs, respectively). CONCLUSIONS: The standard DRG-based case mix indexes used to determine hospital reimbursement were strongly correlated with intraoperative transfusion requirements. We propose that these methods can be used as a risk-adjusted blood utilization metric for surgical patients.


Subject(s)
Blood Transfusion/statistics & numerical data , Risk Adjustment/methods , Surgical Procedures, Operative/statistics & numerical data , Comorbidity , Diagnosis-Related Groups/statistics & numerical data , Electronic Health Records , Hospitals, University/statistics & numerical data , Humans , Medicare , Outcome Assessment, Health Care , Retrospective Studies , United States
9.
Anesthesiol Clin ; 29(3): 367-75, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21871399

ABSTRACT

This article addresses the brief history of anesthesia information management systems (AIMS) and discusses the vendors that currently market AIMS. The current market penetration based on the information provided by these vendors is presented and the rationale for the purchase of AIMS is discussed. The considerations to be evaluated when making a vendor selection are also discussed.


Subject(s)
Anesthesia/trends , Anesthesiology/organization & administration , Information Systems/organization & administration , Anesthesia/economics , Anesthesiology/economics , Anesthesiology/trends , Commerce , Documentation/standards , Documentation/trends , Electronic Health Records , Humans , Information Systems/economics , Information Systems/trends , Purchasing, Hospital
10.
Anesthesiol Clin ; 29(1): 145-52, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21295759

ABSTRACT

This article describes how anesthesiologists can lead innovation and process improvement focused on regulated medical waste reduction and cost savings using a process improvement methodology known as Lean Sigma.


Subject(s)
Medical Waste Disposal/economics , Medical Waste Disposal/legislation & jurisprudence , Algorithms , Anesthesiology/economics , Costs and Cost Analysis , Data Interpretation, Statistical , Economics, Hospital , Operating Rooms/organization & administration , Prospective Studies , Quality Improvement , United States
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