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Article

A Retrospective Comparison Trial Investigating Aggregate Length of Stay Post Implementation of Seven Enhanced Recovery After Surgery (ERAS) Protocols between 2015 and 2022

1
Department of Anesthesiology, Critical Care, and Pain Medicine, Endeavor Health, Evanston, IL 60201, USA
2
Department of Anesthesiology and Critical Care, Pritzker School of Medicine, University of Chicago, Chicago, IL 60637, USA
3
Department of Biostatistics, Endeavor Health, Evanston, IL 60201, USA
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2024, 13(19), 5847; https://doi.org/10.3390/jcm13195847
Submission received: 30 August 2024 / Revised: 21 September 2024 / Accepted: 29 September 2024 / Published: 30 September 2024
(This article belongs to the Section Anesthesiology)

Abstract

:
(1) Introduction: Enhanced Recovery After Surgery (ERAS) protocols can create a cultural shift that will benefit patients by significantly reducing patient length of stay when compared to an equivalent group of surgical patients not following an ERAS protocol. (2) Methods: In this retrospective study of 2236 patients in a multi-center, community-based healthcare system, matching was performed based on a multitude of variables related to demographics, comorbidities, and surgical outcomes across seven ERAS protocols. These cohorts were then compared pre and post ERAS protocol implementation. (3) Results: ERAS protocols significantly reduced hospital length of stay from 3.0 days to 2.1 days (p <0.0001). Additional significant outcomes included reductions in opioid consumption from 40 morphine milligram equivalents (MMEs) to 20 MMEs (p <0.001) and decreased pain scores on postoperative day zero (POD 0), postoperative day one (POD 1), and postoperative day two (POD 2) when stratified into mild, moderate, and severe pain (p <0.001 on all three days). (4) Conclusions: ERAS protocols aggregately reduce hospital length of stay, pain scores, and opioid consumption.

1. Introduction

Enhanced Recovery After Surgery (ERAS) protocols are evidence-based, multidisciplinary and collaborative approaches to perioperative care that provide transformative plans for minimizing pain, reducing opioid administration, expediting patient recovery, and decreasing perioperative complications and hospital length of stay [1,2,3].
ERAS initiatives are important in providing safe care and increasing patient satisfaction in hospital systems [1,2,3]. Successful implementation involves collaboration between anesthesiology, surgery, nursing teams, and many other hospital professionals who agree upon and implement a number of perioperative interventions into an evidence-based protocol [4,5,6,7]. ERAS programs start with patient education. In the preoperative period, education targets expectations about surgery and encourages patient participation in their care [8,9]. Preoperative education also emphasizes the importance of preoperative hydration, focusing on up-to-date fasting guidelines, and describes the administration of non-opioid analgesics throughout the perioperative period [10,11,12]. Intraoperatively, providers administer multimodal non-opioid analgesics and multimodal nausea and vomiting prophylactics, maintain normothermia and euvolemia, and administer regional anesthetic blocks with local anesthetics to improve and reduce pain [11,12,13,14]. In the postoperative setting, early nutrition and mobilization, continuation of multimodal non-opioid analgesics, and early removal of drains, catheters, and tubes aid in further expeditious recovery [11,12,13].
There are numerous studies that have been published previously describing success of individual ERAS protocols in multiple surgical subspecialties both in academic and community-based practices across the United States [15,16,17,18,19,20,21,22,23]. There are also several meta-analyses published of ERAS programs in a variety of surgical subspecialties in community-based and academic institutions across the world, which suggest a reduction in length of stay, opioid use, complications, and cost [1,2,3,24,25]. However, none provide a pooled analysis from one entire community-based healthcare system.
In this retrospective study, the investigators compared the ERAS pre-implementation and post-implementation aggregate length of stay, maximum pain scores, and total opioid usage (MMEs) among seven surgical procedures. We hypothesize that in a multi-center community-based health system, the aggregate length of stay among seven surgical subspecialties would be significantly reduced after ERAS implementation. In addition, we hypothesize that the addition of these customized ERAS protocols in a community healthcare system would result in a reduction in patient pain scores and opioid usage in the postoperative period.

2. Materials and Methods

The ERAS program at Endeavor Health (a four-hospital community-based healthcare system in Chicago, IL at the time of the study) was created between 2016 and 2021 and involved seven unique ERAS protocols: colorectal, ventral hernia, implant-based mastectomy, Cesarean section, open abdominal hysterectomy, prostatectomy, and hepatobiliary surgeries. This study received Endeavor Health Institutional Review Board approval, and written informed consent was waived, given the retrospective design.
The Endeavor Health ERAS protocols have three distinct phases during the perioperative period: preoperative, intraoperative, and postoperative. In the preoperative phase, the main interventions include patient education and medical optimization, up-to-date preoperative fasting guidelines and carbohydrate loading, elimination of mechanical bowel preps, multimodal non-opioid analgesic premedications, and thromboembolic and antimicrobial prophylaxis. During the intraoperative phase, there is an emphasis on multimodal, non-opioid analgesics and antiemetics, regional anesthesia techniques are utilized, patients are kept normothermic and euvolemic, and drain, catheter, and nasogastric-tube usage is minimized. The postoperative components focus on early mobilization and ambulation, early nutrition, and continuation of multimodal, non-opioid analgesics.
This study includes data collected pre and post implementation for each individual ERAS protocol. The pre-ERAS cohort in this study consists of patients who underwent surgery approximately one to two years before the implementation of each individual ERAS protocol, while the ERAS cohort consists of patients in each group from July 2021 to June 2022 after all ERAS protocols were implemented (Table 1). Additionally, during the time frame of ERAS data collection, the total volume of surgical patients participating in ERAS protocols at Endeavor was at its highest. Data were derived from an electronic Endeavor Health data warehouse system that facilitated individual outcome-based study endpoints. Chart review was relied upon to validate individual outlier data points. Pre-ERAS implementation data were collected retrospectively, and ERAS data were collected prospectively at the time of enrollment in the program.
Patients were matched based on the following variables: type of surgery, age, gender, BMI, ASA class, kidney disease *, liver disease *, chronic opioid use/abuse *, chronic pain *, cardiovascular disease *, respiratory disease *, neurologic disease *, procedure time, ICU admission, return to OR on same admission, return to OR within 30 days, discharge location, and hospital readmission.
The study’s primary outcome was the comparative aggregate length of stay between the pre-ERAS and ERAS cohorts. The secondary outcomes comparing the aggregate of the two cohorts were as follows: (1) total postoperative opioid consumption in the hospital measured in morphine milligram equivalents (MMEs), (2) the proportion of patients that received no postoperative opioids, (3) maximum pain score on postoperative day 0 (POD 0), (4) maximum pain score on POD 1 (5) maximum pain score on POD 2 and (6) the number of patients who met mild pain scores (0–3/10) on postoperative days 0–2. Pain scores are recorded in the EMR by use of a numeric pain scale of 0–10.
* Pulled from the EMR based on ICD10 codes (Appendix A).

Statistical Analysis

Patient characteristics were compared between pre-ERAS and ERAS groups using Chi-square test for categorical variables and Wilcoxon rank sum test for continuous variables, and were presented as median with interquartile range. A propensity score was estimated by fitting a logistic regression model which adjusted for type of surgery, gender, age, BMI, ASA class, kidney disease *, liver disease *, chronic opioid use/abuse *, chronic pain *, cardiovascular disease *, respiratory disease *, neurologic disease *, procedure time, ICU admission, return to OR on same admission, return to OR within 30 days, discharge location, and hospital readmission. One-to-one pair matching between the two groups was performed by nearest-neighbor matching without replacement. Covariate balances before and after matching were checked by comparison of standardized mean difference (SMD). A SMD < 0.1 was considered to indicate a proper balance between the two groups. All tests were 2-tailed and p < 0.05 was considered to be statistically significant. All analyses were performed with the SAS statistical package (version 9.4, SAS Institute, Cary, NC, USA).

3. Results

This retrospective study analyzed a total of 2236 patients who underwent seven different surgical specialty cases during the time intervals of interest. A total of 798 surgical patients were included in the pre-ERAS group, a cohort of patients pooled from the year prior to implementation of each individual ERAS protocol. Additionally, a total of 1438 patients were included in the ERAS group.
After propensity score matching based on demographic and clinical characteristics, a total of 1324 patients were included in the analysis between the pre-ERAS (n = 662) and ERAS (n = 662) groups. Table 2 suggests that all demographic and clinical characteristics were not statistically significant between groups. In addition, there were no differences in discharge location or hospital readmission rates.
Table 3 outlines numerical and distributional differences in length of stay between pre-ERAS and ERAS groups. The median length of stay in the pre-ERAS group was 3.0 days compared to 2.1 days in the ERAS group (p < 0.0001). Additionally, based on distributional differences in length of stay (p < 0.0001), patients were more likely to be discharged in less than 3 days in the ERAS group when compared to pre-ERAS.
Table 4 demonstrates the ERAS group patients consumed fewer opioids in hospital compared to the pre-ERAS group, as measured by MMEs (40 vs. 20, p < 0.0001). Distributional differences in maximum pain scores were found to be statistically significant between the two groups on POD 0 (p < 0.0001), POD 1 (p < 0.0001), and POD 2 (p < 0.0001). An increased number of patients in the ERAS group experienced mild pain (0–3/10) as opposed to moderate or severe pain on POD 0 (p< 0.0001), POD 1 (p < 0.0001), and POD 2 (p< 0.0001) when compared to pre-ERAS patients. Similarly, there was a statistically significant reduction in median pain scores in the ERAS group on POD 0 (7 vs. 6, p < 0.0001), POD 1 (6 vs. 5, p < 0.0001), and POD 2 (6 vs. 5, p = 0.0004).

4. Discussion

This retrospective study demonstrates the positive impact of implementation of multiple ERAS protocols at a multi-specialty, community-based hospital system. By investigating seven surgical specialties, this study provides a comprehensive and real-life analysis of the impact of ERAS implementation in aggregate. The pooled ERAS data clearly show a statistically significant reduction in length of stay by approximately one day. This study also suggests a reduction in opioid consumption by 50% and the achievement of more patients who experienced mild pain versus moderate or severe pain on POD 0–3.
A 50% reduction in opioid consumption using the current ERAS techniques appears to be one major step in curbing the opioid-dependence epidemic. Alarmingly, approximately 7% of all surgical patients in the US develop opioid dependence after surgery [26]. Research also suggests that patients who have high requirement for opioids as an inpatient utilize large quantities of opioids after discharge as well [27]. Because of improved perioperative pain techniques, opioid usage was minimized with multiple ERAS protocol implementations in this multi-specialty community-based hospital system. In addition, ERAS patients in this study experienced a subjective reduction in pain in the first three postoperative days, suggesting that patients’ pain was better controlled overall.
Another benefit of development of an ERAS program in multiple surgical subspecialties in a community hospital system is reduction in hospital length of stay. The one-day aggregate reduction in hospital length of stay in this study could mean millions of dollars of savings for hospitals and patients over time. According to the Kaiser Family Foundation, an average cost of a day in the hospital is approximately USD 3000 [28]. If all of the non-ERAS patients in this trial were converted into ERAS patients, we could potentially expect a cost savings of USD 1,986,000 annually. In a healthcare era where value-based care is a priority, this cost savings appears worth the upstart costs of any ERAS program among a variety of surgical specialties.
ERAS protocols have become increasingly recognized as integral components of perioperative care, aiming to enhance patient outcomes while optimizing resource utilization [29]. The primary outcomes of this study align with the broader literature on ERAS protocols, demonstrating significant reductions in hospital length of stay [30,31,32,33,34,35,36], postoperative pain [36,37,38], and opioid consumption [37,38]. These findings underscore the effectiveness of ERAS interventions in promoting enhanced recovery across diverse surgical specialties within a community hospital system setting. The observed decrease in hospital length of stay suggests a more efficient recovery process [30,32,35], minimizing the duration of inpatient care while ensuring appropriate patient analgesia. Moreover, the reduction in opioid consumption in our ERAS patients reflects the successful implementation of multimodal analgesia strategies, including non-opioid analgesics and regional blocks. This aligns with the principles of ERAS aimed at minimizing opioid-related complications and facilitating earlier mobilization and discharge [36,37,38].
While similar studies have explored the impact of ERAS protocols within individual surgical subspecialties in both academic and community-based medical systems [4,6,7,9,14,15,16,17,18,19,20,21,22,23,24,25,29,30,31,32,33,34,35,36,37,38], this study stands out for its focus on the impact of multiple ERAS protocols in a multi-specialty community hospital setting. The aggregate reduction in hospital length of stay, along with the significant reduction in total opioid consumption (MMEs) demonstrates the success that can be achieved by developing and implementing an ERAS program at a community-based hospital system. The consistent reduction in hospital length of stay, opioid consumption, and maximum pain scores on POD 0, POD 1, and POD 2 observed across different surgical specialties reaffirms the effectiveness of ERAS principles in various patient populations and procedures. The implications of this study extend beyond the specific context of the investigated community hospital system, emphasizing the broader applicability of ERAS protocols across various healthcare settings and surgical disciplines. The observed benefits in terms of reduced length of stay, postoperative pain, and opioid consumption underscore the potential for ERAS to enhance resource utilization [29], improve patient outcomes, and mitigate the burden of postoperative complications in a real-world environment. By emphasizing the importance of collaborative, evidence-based perioperative care, this study advocates for the widespread adoption of ERAS protocols as routine practice, irrespective of hospital size or surgical specialty.
It is important to note that creation and rollout of ERAS protocols is a difficult and time-consuming process that presents many challenges for hospital systems. There are a number of roadblocks that may impede successful ERAS implementation, including cost restraints, resource availability, administrative support, a lack of enthusiastic ERAS champions, buy-in from all providers and patients, involved quality managers, and reliable ancillary support. At our institution, the biggest impediments during ERAS development have been resource availability, specifically the need to hire more anesthesia technicians and purchase additional ultrasound equipment to aid in regional blocks, and support from all surgical and anesthesia professionals.
Several limitations warrant consideration when interpreting the findings of this study. First, the impact of external factors such as changes in clinical practice or healthcare policies over the study period could confound the observed associations. In addition, because the data from this study were pooled from 2015 to 2022, changes in the healthcare billing model and economic factors such as inflation limit the ability to accurately assess changes in cost pre and post ERAS implementation. Furthermore, the occurrence of the COVID-19 pandemic during the study period may have introduced variables that were not accounted for in the analysis, potentially influencing perioperative care practices and outcomes. This study was performed in a community-health multiple hospital system, and, therefore, the findings may be different in other parts of the world and other healthcare settings. Lastly, the retrospective nature of the study may have led to undefined biases.

5. Conclusions

This retrospective comparison trial highlights the positive impact of ERAS protocols on patient outcomes across multiple surgical specialties within a community hospital system. Despite inherent limitations, the findings of this study contribute to the growing body of evidence supporting the widespread adoption of ERAS protocols as a recognized practice in enhancing surgical recovery and optimizing resource utilization. Understanding which interventions are the most impactful could allow a more focused design of future ERAS protocols. Finally, qualitative studies investigating patient perspectives and experiences following ERAS protocols could provide valuable insights into the patient-centered benefits of enhanced recovery initiatives.

Author Contributions

Conceptualization, R.N.B., A.R.L., M.J.B., M.M. and S.B.G.; methodology, R.N.B., A.R.L., M.J.B., M.M. and S.B.G.; validation, A.R.L. and N.B.-I.; formal analysis, C.W.; writing—original draft preparation, R.N.B., A.R.L., N.B.-I., M.S.H., C.W., M.J.B., M.M. and S.B.G.; writing—review and editing, R.N.B., A.R.L., N.B.-I., M.S.H., C.W., M.J.B., M.M. and S.B.G.; supervision, A.R.L. and S.B.G.; project administration, M.S.H. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Review Board of Endeavor Health (protocol code EH23-012, approved 20 February 2023).

Informed Consent Statement

Patient consent was waived due to the retrospective nature of the research, following the conclusion of care of all involved patients.

Data Availability Statement

De-identified data can be obtained with reason and institutional approval by contacting the corresponding author.

Conflicts of Interest

The authors declare no conflicts of interest.

Appendix A

ICD 10 Codes:
Kidney
E10.22Type 1 diabetes mellitus with diabetic chronic kidney disease
E10.29Type 1 diabetes mellitus with other diabetic kidney complication
E11.22Type 2 diabetes mellitus with diabetic chronic kidney disease
E11.29Type 2 diabetes mellitus with other diabetic kidney complication
E13.22Other diabetes mellitus with diabetic chronic kidney disease
E13.29Other diabetes mellitus with other diabetic kidney complication
I12.0Hypertensive chronic kidney disease with stage 5 chronic kidney disease or ESRD
I12.9Hypertensive chronic kidney disease with stage 1-4/unspecified chronic kidney
I13.0Hypertensive heart and chronic kidney disease with heart failure and stage 1-4/unspecified chronic kidney
I13.10Hypertensive heart and chronic kidney disease without heart failure, with stage 1-4/unspecified chronic kidney
I13.11Hypertensive heart and chronic kidney disease without heart failure, with stage 5 chronic kidney/ESRD
I13.2Hypertensive heart and chronic kidney disease with heart failure and with stage 5 chronic kidney/ESRD
I15.0Renovascular hypertension
I15.1Hypertension secondary to other renal disorders
I75.81Atheroembolism of kidney
N17.0Acute kidney failure with tubular necrosis
N17.1Acute kidney failure with acute cortical necrosis
N17.2Acute kidney failure with medullary necrosis
N17.8Other acute kidney failure
N17.9Acute kidney failure, unspecified
N18.1Chronic kidney disease, stage 1
N18.2Chronic kidney disease, stage 2 (mild)
N18.3Chronic kidney disease, stage 3 (moderate)
N18.30Chronic kidney disease, stage 3 unspecified
N18.31Chronic kidney disease, stage 3a
N18.32Chronic kidney disease, stage 3b
N18.4Chronic kidney disease, stage 4 (severe)
N18.5Chronic kidney disease, stage 5
N18.6End-stage renal disease
N18.9Chronic kidney disease, unspecified
N19Unspecified kidney failure
N26.1Atrophy of kidney (terminal)
N26.2Page kidney
N26.9Renal sclerosis, unspecified
N27.0Small kidney, unilateral
N27.1Small kidney, bilateral
N27.9Small kidney, unspecified
N28.0Ischemia and infarction of kidney
N28.1Cyst of kidney, acquired
N28.81Hypertrophy of kidney
N28.89Other specified disorders of kidney and ureter
N28.9Disorder of kidney and ureter, unspecified
N29Other disorders of kidney and ureter in diseases classified elsewhere
N99.0Postprocedural (acute) (chronic) kidney failure
O10.211Pre-existing hypertensive chronic kidney disease comp pregnancy, first trimester
O10.212Pre-existing hypertensive chronic kidney disease comp pregnancy, second trimester
O10.213Pre-existing hypertensive chronic kidney disease comp pregnancy, third trimester
O10.219Pre-existing hypertensive chronic kidney disease comp pregnancy, unspecified trimester
O10.22Pre-existing hypertensive chronic kidney disease comp childbirth
O10.23Pre-existing hypertensive chronic kidney disease comp the puerperium
O10.311Pre-existing hypertensive heart and chronic kidney disease comp pregnancy, first trimester
O10.312Pre-existing hypertensive heart and chr kidney dis comp pregnancy, second trimester
O10.313Pre-existing hypertensive heart and chr kidney dis comp pregnancy, third trimester
O10.319Pre-existing hypertensive heart and chr kidney dis comp pregnancy, unspecified trimester
O10.32Pre-existing hypertensive heart and chronic kidney disease comp childbirth
O10.33Pre-existing hypertensive heart and chr kidney disease complicating the puerperium
O23.00Infections of kidney in pregnancy, unspecified trimester
O23.01Infections of kidney in pregnancy, first trimester
O23.02Infections of kidney in pregnancy, second trimester
O23.03Infections of kidney in pregnancy, third trimester
O86.21Infection of kidney following delivery
O90.4Postpartum acute kidney failure
Q61.2Polycystic kidney, adult type
Q61.3Polycystic kidney, unspecified
Q61.5Medullary cystic kidney
Q61.8Other cystic kidney diseases
Q61.9Cystic kidney disease, unspecified
R94.4Abnormal results of kidney function studies
S3.7001AUnspecified injury of right kidney, initial encounter
S37.001DUnspecified injury of right kidney, subsequent encounter
S37.001SUnspecified injury of right kidney, sequela
S37.002AUnspecified injury of left kidney, initial encounter
S37.002DUnspecified injury of left kidney, subsequent encounter
S37.002SUnspecified injury of left kidney, sequela
S37.009AUnspecified injury of unspecified kidney, initial encounter
S37.009DUnspecified injury of unspecified kidney, subs encounter
S37.009SUnspecified injury of unspecified kidney, sequela
S37.011AMinor contusion of right kidney, initial encounter
S37.011DMinor contusion of right kidney, subsequent encounter
S37.011SMinor contusion of right kidney, sequela
S37.012AMinor contusion of left kidney, initial encounter
S37.012DMinor contusion of left kidney, subsequent encounter
S37.012SMinor contusion of left kidney, sequela
S37.019AMinor contusion of unspecified kidney, initial encounter
S37.019DMinor contusion of unspecified kidney, subsequent encounter
S37.019SMinor contusion of unspecified kidney, sequela
S37.021AMajor contusion of right kidney, initial encounter
S37.021DMajor contusion of right kidney, subsequent encounter
S37.021SMajor contusion of right kidney, sequela
S37.022AMajor contusion of left kidney, initial encounter
S37.022DMajor contusion of left kidney, subsequent encounter
S37.022SMajor contusion of left kidney, sequela
S37.029AMajor contusion of unspecified kidney, initial encounter
S37.029DMajor contusion of unspecified kidney, subsequent encounter
S37.029SMajor contusion of unspecified kidney, sequela
S37.031ALaceration of right kidney, unspecified degree, initial encounter
S37.031DLaceration of right kidney, unspecified degree, subsequent encounter
S37.031SLaceration of right kidney, unspecified degree, sequela
S37.032ALaceration of left kidney, unspecified degree, initial encounter
S37.032DLaceration of left kidney, unspecified degree, subsequent encounter
S37.032SLaceration of left kidney, unspecified degree, sequela
S37.039ALaceration of unspecified kidney, unspecified degree, initial encounter
S37.039DLaceration of unspecified kidney, unspecified degree, subsequent encounter
S37.039SLaceration of unspecified kidney, unspecified degree, sequela
S37.041AMinor laceration of right kidney, initial encounter
S37.041DMinor laceration of right kidney, subsequent encounter
S37.041SMinor laceration of right kidney, sequela
S37.042AMinor laceration of left kidney, initial encounter
S37.042DMinor laceration of left kidney, subsequent encounter
S37.042SMinor laceration of left kidney, sequela
S37.049AMinor laceration of unspecified kidney, initial encounter
S37.049DMinor laceration of unspecified kidney, subsequent encounter
S37.049SMinor laceration of unspecified kidney, sequela
S37.051AModerate laceration of right kidney, initial encounter
S37.051DModerate laceration of right kidney, subsequent encounter
S37.051SModerate laceration of right kidney, sequela
S37.052AModerate laceration of left kidney, initial encounter
S37.052DModerate laceration of left kidney, subsequent encounter
S37.052SModerate laceration of left kidney, sequela
S37.059AModerate laceration of unspecified kidney, initial encounter
S37.059DModerate laceration of unspecified kidney, subsequent encounter
S37.059SModerate laceration of unspecified kidney, sequela
S37.061AMajor laceration of right kidney, initial encounter
S37.061DMajor laceration of right kidney, subsequent encounter
S37.061SMajor laceration of right kidney, sequela
S37.062AMajor laceration of left kidney, initial encounter
S37.062DMajor laceration of left kidney, subsequent encounter
S37.062SMajor laceration of left kidney, sequela
S37.069AMajor laceration of unspecified kidney, initial encounter
S37.069DMajor laceration of unspecified kidney, subsequent encounter
S37.069SMajor laceration of unspecified kidney, sequela
S37.091AOther injury of right kidney, initial encounter
S37.091DOther injury of right kidney, subsequent encounter
S37.091SOther injury of right kidney, sequela
S37.092AOther injury of left kidney, initial encounter
S37.092DOther injury of left kidney, subsequent encounter
S37.092SOther injury of left kidney, sequela
S37.099AOther injury of unspecified kidney, initial encounter
S37.099DOther injury of unspecified kidney, subsequent encounter
S37.099SOther injury of unspecified kidney, sequela
T86.10Unspecified complication of kidney transplant
T86.11Kidney transplant rejection
T86.12Kidney transplant failure
T86.13Kidney transplant infection
T86.19Other complication of kidney transplant
Liver
K70.0Alcoholic fatty liver
K70.10Alcoholic hepatitis without ascites
K70.11Alcoholic hepatitis with ascites
K70.2Alcoholic fibrosis and sclerosis of liver
K70.30Alcoholic cirrhosis of liver without ascites
K70.31Alcoholic cirrhosis of liver with ascites
K70.40Alcoholic hepatic failure without coma
K70.41Alcoholic hepatic failure with coma
K70.9Alcoholic liver disease, unspecified
K71.0Toxic liver disease with cholestasis
K71.10Toxic liver disease with hepatic necrosis, without coma
K71.11Toxic liver disease with hepatic necrosis, with coma
K71.2Toxic liver disease with acute hepatitis
K71.3Toxic liver disease with chronic persistent hepatitis
K71.4Toxic liver disease with chronic lobular hepatitis
K71.50Toxic liver disease with chronic active hepatitis without ascites
K71.51Toxic liver disease with chronic active hepatitis with ascites
K71.6Toxic liver disease with hepatitis, not elsewhere classified
K71.7Toxic liver disease with fibrosis and cirrhosis of liver
K71.8Toxic liver disease with other disorders of liver
K71.9Toxic liver disease, unspecified
K72.00Acute and subacute hepatic failure without coma
K72.01Acute and subacute hepatic failure with coma
K72.10Chronic hepatic failure without coma
K72.11Chronic hepatic failure with coma
K72.90Hepatic failure, unspecified without coma
K72.91Hepatic failure, unspecified with coma
K73.0Chronic persistent hepatitis, not elsewhere classified
K73.1Chronic lobular hepatitis, not elsewhere classified
K73.2Chronic active hepatitis, not elsewhere classified
K73.8Other chronic hepatitis, not elsewhere classified
K73.9Chronic hepatitis, unspecified
K74.60Unspecified cirrhosis of liver
K74.69Other cirrhosis of liver
K75.0Abscess of liver
K75.89Other specified inflammatory liver diseases
K75.9Inflammatory liver disease, unspecified
K76.0Fatty (change of) liver, not elsewhere classified
K76.1Chronic passive congestion of liver
K76.2Central hemorrhagic necrosis of liver
K76.3Infarction of liver
K76.89Other specified diseases of liver
K76.9Liver disease, unspecified
K77Liver disorders in diseases classified elsewhere
O26.611Liver and biliary tract disorders in pregnancy, first trimester
O26.612Liver and biliary tract disorders in pregnancy, second trimester
O26.613Liver and biliary tract disorders in pregnancy, third trimester
O26.619Liver and biliary tract disorders in pregnancy, unspecified trimester
O26.62Liver and biliary tract disorders in childbirth
O26.63Liver and biliary tract disorders in the puerperium
Q44.6Cystic disease of liver
Q44.7Other congenital malformations of liver
R94.5Abnormal results of liver function studies
S36.112AContusion of liver, initial encounter
S36.112DContusion of liver, subsequent encounter
S36.112SContusion of liver, sequela
S36.113ALaceration of liver, unspecified degree, initial encounter
S36.113DLaceration of liver, unspecified degree, subs encounter
S36.113SLaceration of liver, unspecified degree, sequela
S36.114AMinor laceration of liver, initial encounter
S36.114DMinor laceration of liver, subsequent encounter
S36.114SMinor laceration of liver, sequela
S36.115AModerate laceration of liver, initial encounter
S36.115DModerate laceration of liver, subsequent encounter
S36.115SModerate laceration of liver, sequela
S36.116AMajor laceration of liver, initial encounter
S36.116DMajor laceration of liver, subsequent encounter
S36.116SMajor laceration of liver, sequela
S36.118AOther injury of liver, initial encounter
S36.118DOther injury of liver, subsequent encounter
S36.118SOther injury of liver, sequela
S36.119AUnspecified injury of liver, initial encounter
S36.119DUnspecified injury of liver, subsequent encounter
S36.119SUnspecified injury of liver, sequela
T86.40Unspecified complication of liver transplant
T86.41Liver transplant rejection
T86.42Liver transplant failure
T86.43Liver transplant infection
T86.49Other complications of liver transplant
Opioid Use/Abuse
F11.10Opioid abuse, uncomplicated
F11.11Opioid abuse, in remission
F11.120Opioid abuse with intoxication, uncomplicated
F11.121Opioid abuse with intoxication delirium
F11.122Opioid abuse with intoxication with perceptual disturbance
F11.129Opioid abuse with intoxication, unspecified
F11.13Opioid abuse with withdrawal
F11.14Opioid abuse with opioid-induced mood disorder
F11.150Opioid abuse with opioid-induced psychotic disorder with delusions
F11.151Opioid abuse with opioid-induced psychotic disorder with hallucinations
F11.159Opioid abuse with opioid-induced psychotic disorder, unspecified
F11.181Opioid abuse with opioid-induced sexual dysfunction
F11.182Opioid abuse with opioid-induced sleep disorder
F11.188Opioid abuse with other opioid-induced disorder
F11.19Opioid abuse with unspecified opioid-induced disorder
F11.20Opioid dependence, uncomplicated
F11.21Opioid dependence, in remission
F11.220Opioid dependence with intoxication, uncomplicated
F11.221Opioid dependence with intoxication delirium
F11.222Opioid dependence with intoxication with perceptual disturbance
F11.229Opioid dependence with intoxication, unspecified
F11.23Opioid dependence with withdrawal
F11.24Opioid dependence with opioid-induced mood disorder
F11.250Opioid depend with opioid-induced psychotic disorder with delusions
F11.251Opioid depend with opioid-induced psychotic disorder with hallucinations
F11.259Opioid dependence with opioid-induced psychotic disorder, unspecified
F11.281Opioid dependence with opioid-induced sexual dysfunction
F11.282Opioid dependence with opioid-induced sleep disorder
F11.288Opioid dependence with other opioid-induced disorder
F11.29Opioid dependence with unspecified opioid-induced disorder
F11.90Opioid use, unspecified, uncomplicated
F1191Opioid use, unspecified, in remission
F11.920Opioid use, unspecified with intoxication, uncomplicated
F11.921Opioid use, unspecified with intoxication delirium
F11.922Opioid use, unspecified with intoxication with perceptual disturbance
F11.929Opioid use, unspecified with intoxication, unspecified
F11.93Opioid use, unspecified with withdrawal
F11.94Opioid use, unspecified with opioid-induced mood disorder
F11.950Opioid use, unspecified with opioid-induced psych disorder with delusions
F11.951Opioid use, unspecified with opioid-induced psych disorder with hallucinations
F11.959Opioid use, unspecified with opioid-induced psychotic disorder, unspecified
F11.981Opioid use, unspecified with opioid-induced sexual dysfunction
F11.982Opioid use, unspecified with opioid-induced sleep disorder
F11.988Opioid use, unspecified with other opioid-induced disorder
F11.99Opioid use, unspecified with unspecified opioid-induced disorder
T40.0X1APoisoning by opium, accidental (unintentional), initial encounter
T40.0X1DPoisoning by opium, accidental (unintentional), subsequent encounter
T40.0X1SPoisoning by opium, accidental (unintentional), sequela
T40.0X2APoisoning by opium, intentional self-harm, initial encounter
T40.0X2DPoisoning by opium, intentional self-harm, subsequent encounter
T40.0X2SPoisoning by opium, intentional self-harm, sequela
T40.0X3APoisoning by opium, assault, initial encounter
T40.0X3DPoisoning by opium, assault, subsequent encounter
T40.0X3SPoisoning by opium, assault, sequela
T40.0X4APoisoning by opium, undetermined, initial encounter
T40.0X4DPoisoning by opium, undetermined, subsequent encounter
T40.0X4SPoisoning by opium, undetermined, sequela
T40.0X5AAdverse effect of opium, initial encounter
T40.0X5DAdverse effect of opium, subsequent encounter
T40.0X5SAdverse effect of opium, sequela
T40.0X6AUnderdosing of opium, initial encounter
T40.0X6DUnderdosing of opium, subsequent encounter
T40.0X6SUnderdosing of opium, sequela
T40.2X1APoisoning by other opioids, accidental (unintentional), initial encounter
T40.2X1DPoisoning by other opioids, accidental (unintentional), subsequent encounter
T40.2X1SPoisoning by other opioids, accidental, sequela
T40.2X2APoisoning by other opioids, intentional self-harm, initial encounter
T40.2X2DPoisoning by other opioids, intentional self-harm, subsequent encounter
T40.2X2SPoisoning by other opioids, intentional self-harm, sequela
T40.2X3APoisoning by other opioids, assault, initial encounter
T40.2X3DPoisoning by other opioids, assault, subsequent encounter
T40.2X3SPoisoning by other opioids, assault, sequela
T40.2X4APoisoning by other opioids, undetermined, initial encounter
T40.2X4DPoisoning by other opioids, undetermined, subs encounter
T40.2X4SPoisoning by other opioids, undetermined, sequela
T40.2X5AAdverse effect of other opioids, initial encounter
T40.2X5DAdverse effect of other opioids, subsequent encounter
T40.2X5SAdverse effect of other opioids, sequela
T40.2X6AUnderdosing of other opioids, initial encounter
T40.2X6DUnderdosing of other opioids, subsequent encounter
T40.2X6SUnderdosing of other opioids, sequela
Pain
F45.41Pain disorder exclusively related to psychological factors
F45.42Pain disorder with related psychological factors
G89.0Central pain syndrome
G89.11Acute pain due to trauma
G89.18Other acute postprocedural pain
G89.21Chronic pain due to trauma
G89.22Chronic post-thoracotomy pain
G89.28Other chronic postprocedural pain
G89.29Other chronic pain
G89.3Neoplasm-related pain (acute) (chronic)
G89.4Chronic pain syndrome
G90.50Complex regional pain syndrome I, unspecified
G90.511Complex regional pain syndrome I of right upper limb
G90.512Complex regional pain syndrome I of left upper limb
G90.513Complex regional pain syndrome I of upper limb, bilateral
G90.519Complex regional pain syndrome I of unspecified upper limb
G90.521Complex regional pain syndrome I of right lower limb
G90.522Complex regional pain syndrome I of left lower limb
G90.523Complex regional pain syndrome I of lower limb, bilateral
G90.529Complex regional pain syndrome I of unspecified lower limb
G90.59Complex regional pain syndrome I of other specified site
I83.811Varicose veins of right lower extremity with pain
I83.812Varicose veins of left lower extremity with pain
I83.813Varicose veins of bilateral lower extremities with pain
I83.819Varicose veins of unspecified lower extremity with pain
M25.50Pain in unspecified joint
M25.51Pain in shoulder
M25.511Pain in right shoulder
M25.512Pain in left shoulder
M25.519Pain in unspecified shoulder
M25.521Pain in right elbow
M25.522Pain in left elbow
M25.529Pain in unspecified elbow
M25.531Pain in right wrist
M25.532Pain in left wrist
M25.539Pain in unspecified wrist
M25.541Pain in joints of right hand
M25.542Pain in joints of left hand
M25.549Pain in joints of unspecified hand
M25.551Pain in right hip
M25.552Pain in left hip
M25.559Pain in unspecified hip
M25.561Pain in right knee
M25.562Pain in left knee
M25.569Pain in unspecified knee
M25.571Pain in right ankle and joints of right foot
M25.572Pain in left ankle and joints of left foot
M25.579Pain in unspecified ankle and joints of unspecified foot
M25.59Pain in other specified joint
M54.5Low back pain
M54.50Low back pain, unspecified
M54.51Vertebrogenic low back pain
M54.59Other low back pain
M54.6Pain in thoracic spine
M79.601Pain in right arm
M79.602Pain in left arm
M79.603Pain in arm, unspecified
M79.604Pain in right leg
M79.605Pain in left leg
M79.606Pain in leg, unspecified
M79.609Pain in unspecified limb
M79.621Pain in right upper arm
M79.622Pain in left upper arm
M79.629Pain in unspecified upper arm
M79.631Pain in right forearm
M79.632Pain in left forearm
M79.639Pain in unspecified forearm
M79.641Pain in right hand
M79.642Pain in left hand
M79.643Pain in unspecified hand
M79.644Pain in right finger(s)
M79.645Pain in left finger(s)
M79.646Pain in unspecified finger(s)
M79.651Pain in right thigh
M79.652Pain in left thigh
M79.659Pain in unspecified thigh
M79.661Pain in right lower leg
M79.662Pain in left lower leg
M79.669Pain in unspecified lower leg
M79.671Pain in right foot
M79.672Pain in left foot
M79.673Pain in unspecified foot
M79.674Pain in right toe(s)
M79.675Pain in left toe(s)
M79.676Pain in unspecified toe(s)
R39.82Chronic bladder pain
R52Pain, unspecified

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Table 1. Data Collection Time Frame.
Table 1. Data Collection Time Frame.
ProtocolPre-ERAS StartPre-ERAS EndERAS StartERAS End
Colorectal9/15/20159/22/20167/1/20216/30/2022
Ventral Hernia9/30/20169/20/20177/1/20216/30/2022
Mastectomy3/1/20172/28/20187/7/20216/30/2022
Hysterectomy6/30/20179/4/20187/2/20216/28/2022
C-Section10/17/20164/30/20187/1/20216/30/2022
Prostatectomy6/25/20186/19/20197/12/20216/28/2022
Hepatobiliary9/26/20199/23/20207/1/20216/30/2022
Table 2. Cohort Demographics.
Table 2. Cohort Demographics.
VariableOverall (N = 1324)Pre-ERAS (n = 662)ERAS (n = 662)
n, (Range)Median (IQR)Median (IQR)Median (IQR)p-Value
Demographics
ERAS Protocol 0.255
Colorectal 391 (29.5)191 (28.9)200 (30.2)
Ventral Hernia 49 (3.7)28 (4.2)21 (3.2)
Implant-Based Post-Mastectomy 103 (7.8)61 (9.2)42 (6.3)
Open Abdominal Hysterectomy 175 (13.2)83 (12.5)92 (13.9)
C-Section 218 (16.5)99 (15.0)119 (18.0)
Prostatectomy 266 (20.1)140 (21.1)126 (19.0)
Hpb 122 (9.2)60 (9.1)62 (9.4)
Patient Gender 0.571
F 822 (62.1)406 (61.3)416 (62.8)
M 502 (37.9)256 (38.7)246 (37.2)
AGEn =132460.0 (44.0–69.0)60.0 (45.0–69.0)60.0 (43.0–69.0)0.575
BMIn = 115927.2 (23.6–31.3)27.0 (23.5–31.0)27.5 (23.7–31.7)0.262
FINAL ASA RATING 0.253
1 39 (3.0)25 (3.8)14 (2.1)
2 842 (64.2)426 (64.8)416 (63.5)
3 419 (31.9)200 (30.4)219 (33.4)
4 12 (0.9)6 (0.9)6 (0.9)
Cardiovascular System Disorder 0.748
No 1144 (86.4)574 (86.7)570 (86.1)
Yes 180 (13.6)88 (13.3)92 (13.9)
Renal System Disorder 0.690
No 1214 (91.7)609 (92.0)605 (91.4)
Yes 110 (8.3)53 (8.0)57 (8.6)
Hepatic System Disorder 0.822
No 1240 (93.7)619 (93.5)621 (93.8)
Yes 84 (6.3)43 (6.5)41 (6.2)
Neurological System Disorder 0.563
No 1321 (99.8)660 (99.7)661 (99.8)
Yes 3 (0.2)2 (0.3)1 (0.2)
Opioid Use/Abuse Disorder 0.910
No 1322 (99.8)661 (99.8)661 (99.8)
Yes 2 (0.2)1 (0.2)1 (0.2)
Pain Disorder 0.675
No 1226 (92.6)611 (92.3)615 (92.9)
Yes 98 (7.4)51 (7.7)47 (7.1)
Respiratory System Disorder 0.832
No 1228 (92.7)615 (92.9)613 (92.6)
Yes 96 (7.3)47 (7.1)49 (7.4)
Operative Outcomes
Procedure Time (Minutes)n = 1305154.0 (97.0–201.0)153.0 (100.0–197.0)154.5 (93.0–205.5)0.789
ICU Admission 0.817
No 1305 (98.6)653 (98.6)652 (98.5)
Yes 19 (1.4)9 (1.4)10 (1.5)
Return to OR Same Admission 0.428
No 1298 (98.0)651 (98.3)647 (97.7)
Yes 26 (2.0)11 (1.7)15 (2.3)
Return to OR within 30 days 0.413
No 1318 (99.5)658 (99.4)660 (99.7)
Yes 6 (0.5)4 (0.6)2 (0.3)
Discharge Location 0.727
Discharged With Home Health 82 (6.2)40 (6.0)42 (6.3)
Expired 1 (0.1)1 (0.2)0 (0)
Home Or Self Care 1196 (90.3)597 (90.2)599 (90.5)
Hospice Med Facility 1 (0.1)0 (0)1 (0.2)
Hospice/Home 0 (0)0 (0)0 (0)
Intermediate Care Facility 0 (0)0 (0)0 (0)
Iv Therapy Provider 1 (0.1)1 (0.2)0 (0)
Left Against Medical Advice 0 (0)0 (0)0 (0)
Nursing Home 1 (0.1)0 (0)1 (0.2)
Rehab Facility 2 (0.2)1 (0.2)1 (0.2)
Skilled Nursing Facility 40 (3)22 (3.3)18 (2.7)
Hospital Readmission 0.813
No 1248 (94.3)625 (94.4)623 (94.1)
Yes 76 (5.7)37 (5.6)39 (5.9)
Table 3. Length of Stay.
Table 3. Length of Stay.
VariableOverall (n = 1324)Pre-ERAS (n = 662)ERAS (n = 662)
n, (Range)Median (IQR)Median (IQR)Median (IQR)p-Value
Length of Stayn = 13242.7 (1.1–3.9)3.0 (1.5–4.1)2.1 (1.1–3.2)<0.0001
0 to 1 265 (20.0)116 (17.5)149 (22.5)<0.0001
1.1 to 3 567 (42.8)240 (36.3)327 (49.4)
3.1 to 5 336 (25.4)215 (32.5)121 (18.3)
5+ 156 (11.8)91 (13.7)65 (9.8)
Table 4. Opioid Consumption and Pain Scores.
Table 4. Opioid Consumption and Pain Scores.
VariableOverall (n = 1324)Pre-ERAS (n = 662)ERAS (n = 662)
n, (Range)Median (IQR)Median (IQR)Median (IQR)p-Value
Opioid Consumption (MMEs)n = 90830.0 (10.0–84.5)40.0 (15.0–117.5)20.0 (10.0–52.5)<0.0001
Max Pain Score POD 0n = 12157.0 (5.0–8.0)7.0 (5.0–8.0)6.0 (4.0–8.0)<0.0001
0 to 3 172 (14.2)62 (9.8)110 (18.9)<0.0001
4 to 6 417 (34.3)208 (32.9)209 (35.8)
7 to 10 626 (51.5)362 (57.3)264 (45.3)
Max Pain Score POD 1n = 12305.0 (4.0–7.0)6.0 (4.0–7.0)5.0 (3.0–7.0)<0.0001
0 to 3 270 (22.0)109 (17.0)161 (27.4)<0.0001
4 to 6 522 (42.4)287 (44.6)235 (40.0)
7 to 10 438 (35.6)247 (38.4)191 (32.5)
Max Pain Score POD 2n = 8975.0 (4.0–7.0)6.0 (4.0–7.0)5.0 (3.0–7.0)0.0004
0 to 3 217 (24.2)88 (18.2)129 (31.2)<0.0001
4 to 6 387 (43.1)225 (46.5)162 (39.2)
7 to 10 293 (32.7)171 (35.3)122 (29.5)
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Blumenthal, R.N.; Locke, A.R.; Ben-Isvy, N.; Hasan, M.S.; Wang, C.; Belanger, M.J.; Minhaj, M.; Greenberg, S.B. A Retrospective Comparison Trial Investigating Aggregate Length of Stay Post Implementation of Seven Enhanced Recovery After Surgery (ERAS) Protocols between 2015 and 2022. J. Clin. Med. 2024, 13, 5847. https://doi.org/10.3390/jcm13195847

AMA Style

Blumenthal RN, Locke AR, Ben-Isvy N, Hasan MS, Wang C, Belanger MJ, Minhaj M, Greenberg SB. A Retrospective Comparison Trial Investigating Aggregate Length of Stay Post Implementation of Seven Enhanced Recovery After Surgery (ERAS) Protocols between 2015 and 2022. Journal of Clinical Medicine. 2024; 13(19):5847. https://doi.org/10.3390/jcm13195847

Chicago/Turabian Style

Blumenthal, Rebecca N., Andrew R. Locke, Noah Ben-Isvy, Muneeb S. Hasan, Chi Wang, Matthew J. Belanger, Mohammed Minhaj, and Steven B. Greenberg. 2024. "A Retrospective Comparison Trial Investigating Aggregate Length of Stay Post Implementation of Seven Enhanced Recovery After Surgery (ERAS) Protocols between 2015 and 2022" Journal of Clinical Medicine 13, no. 19: 5847. https://doi.org/10.3390/jcm13195847

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