1
|
Annapureddy D, Venkatesh P, Azam F, Olivier T, Thakur B, Sloan E, Wingfield S, Bagley C, Lopez M. Predictors of Admission to Post-Acute Rehabilitation Following Multi-Level Spinal Decompression and Fusion Surgery and Its Associated Outcomes. World Neurosurg 2024; 186:e593-e599. [PMID: 38599376 DOI: 10.1016/j.wneu.2024.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/01/2024] [Accepted: 04/02/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE To investigate predictive factors and outcomes in those admitted to post-acute rehabilitation (PAR) versus those that discharged home following multi-level spinal decompression and fusion surgery. METHODS Retrospective case review study of adults that underwent multi-level spinal decompression and fusion surgery between 2016 and 2022 at an academic institution. Preoperative, perioperative, postoperative, and outcomes variables were compared between those discharged home versus PAR. Finally, multiple logistic regression was used to determine factors contributing to PAR admission. RESULTS Of 241 total patients, 89 (37%) discharged home and 152 (63%) discharged to PAR. Among home discharge patients, 45.9% used an assistive device, while among PAR patients, 61.5% used 1 (P = 0.041). Mean pre-operative Oswestry Disability Index score was significantly lower in the home discharge group compared to the PAR discharge group (40.3 vs. 45.3 respectively, P = 0.044). Females were 2.43 times more likely to be discharged to PAR compared to males (95% CI: 1.06, 5.54, P = 0.04). Patients with a mood disorder had 2.81 times higher odds of being discharged to PAR compared to those without (95% CI: 1.20, 6.60, P = 0.02). Other variables evaluated were not statistically significant. CONCLUSIONS Female sex and presence of a mood disorder increase the likelihood to PAR discharge following multi-level spinal decompression surgery.
Collapse
Affiliation(s)
| | - Pooja Venkatesh
- The University of Texas Southwestern Medical School, Dallas, Texas, USA.
| | - Faraaz Azam
- The University of Texas Southwestern Medical School, Dallas, Texas, USA
| | - Timothy Olivier
- Department of Physical Medicine & Rehabilitation, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Bhaskar Thakur
- Department of Physical Medicine & Rehabilitation, The University of Texas Southwestern Medical Center, Dallas, Texas, USA; Department of Emergency Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas, USA; Department of Family and Community Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ellen Sloan
- Department of Physical Medicine & Rehabilitation, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Sarah Wingfield
- Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Carlos Bagley
- Department of Neurological Surgery, Saint Luke's Neurological & Spine Surgery, Kansas City, Missouri, USA
| | - Marielisa Lopez
- Department of Physical Medicine & Rehabilitation, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| |
Collapse
|
2
|
Reed WT, Jiang R, Ohnuma T, Kahmke RR, Pyati S, Krishnamoorthy V, Raghunathan K, Osazuwa-Peters N. Malnutrition and Adverse Outcomes After Surgery for Head and Neck Cancer. JAMA Otolaryngol Head Neck Surg 2024; 150:14-21. [PMID: 37883116 PMCID: PMC10603580 DOI: 10.1001/jamaoto.2023.3486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/10/2023] [Indexed: 10/27/2023]
Abstract
Importance Patients with head and neck cancer (HNC) have an increased risk of malnutrition, partly due to disease location and treatment sequelae. Although malnutrition is associated with adverse outcomes, there is little data on the extent of outcomes and the sociodemographic factors associated with malnutrition in patients with HNC. Objectives To investigate the association of race, ethnicity, and payer type with perioperative malnutrition in patients undergoing HNC surgery and how malnutrition affects clinical outcomes. Design, Setting, and Participants This retrospective cohort study used data from the Premier Healthcare Database to assess adult patients who had undergone HNC surgery from January 2008 to June 2020 at 482 hospitals across the US. Diagnosis and procedure codes were used to identify a subset of patients with perioperative malnutrition. Patient characteristics, payer types, and hospital outcomes were then compared to find associations among race, ethnicity, payer type, malnutrition, and clinical outcomes using multivariable logistic regression models. Analyses were performed from August 2022 to January 2023. Exposures Race, ethnicity, and payer type for primary outcome, and perioperative malnutrition status, race, ethnicity, and payer type for secondary outcomes. Main Outcomes and Measures Perioperative malnutrition status. Secondary outcomes were discharge to home after surgery, hospital length of stay (LOS), total cost, and postoperative pulmonary complications (PPCs). Results The study population comprised 13 895 adult patients who had undergone HNC surgery during the study period; they had a mean (SD) age of 63.4 (12.1) years; 9425 male (67.8%) patients; 968 Black (7.0%), 10 698 White (77.0%), and 2229 (16.0%) individuals of other races; and 887 Hispanic (6.4%) and 13 008 non-Hispanic (93.6%) individuals. Among the total sample, there were 3136 patients (22.6%) diagnosed with perioperative malnutrition. Compared with White patients and patients with private health insurance, the odds of malnutrition were higher for non-Hispanic Black patients (adjusted odds ratio [aOR], 1.31; 95% CI, 1.11-1.56), Medicaid-insured patients (aOR, 1.68; 95% CI, 1.46-1.95), and Medicare-insured patients (aOR, 1.24; 95% CI, 1.10-1.73). Black patients and patients insured by Medicaid had increased LOS, costs, and PPCs, and lower rates of discharge to home. Malnutrition was independently associated with increased LOS (β, 5.20 additional days; 95% CI, 4.83-5.64), higher costs (β, $15 722 more cost; 95% CI, $14 301-$17 143), increased odds of PPCs (aOR, 2.04; 95% CI, 1.83-2.23), and lower odds of discharge to home (aOR, 0.34; 95% CI, 0.31-0.38). No independent association between malnutrition and mortality was observed. Conclusions and Relevance This retrospective cohort study found that 1 in 5 patients undergoing HNC surgery were malnourished. Malnourishment disproportionately affected Black patients and patients with Medicaid, and contributed to longer hospital stays, higher costs, and more postoperative complications.
Collapse
Affiliation(s)
- William T. Reed
- Department of Head and Neck Surgery & Communication Sciences, Duke University Health System, Durham, North Carolina
| | - Rong Jiang
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Tetsu Ohnuma
- Critical Care and Perioperative Population Health Research Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Russel R. Kahmke
- Department of Head and Neck Surgery & Communication Sciences, Duke University Health System, Durham, North Carolina
| | - Shreyas Pyati
- Stony Brook University School of Medicine, Stony Brook, New York
| | - Vijay Krishnamoorthy
- Critical Care and Perioperative Population Health Research Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Karthik Raghunathan
- Critical Care and Perioperative Population Health Research Unit, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Nosayaba Osazuwa-Peters
- Department of Head and Neck Surgery & Communication Sciences, Duke University Health System, Durham, North Carolina
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina
- Duke Cancer Institute, Duke University, Durham, North Carolina
| |
Collapse
|
3
|
Chen LY, Chang Y, Wong CE, Chi KY, Lee JS, Huang CC, Lee PH. Risk Factors for 30-day Unplanned Readmission following Surgery for Lumbar Degenerative Diseases: A Systematic Review. Global Spine J 2023; 13:563-574. [PMID: 36040160 PMCID: PMC9972270 DOI: 10.1177/21925682221116823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Systematic review. OBJECTIVES Surgical procedures for lumbar degenerative diseases (LDD), which have emerged in the 21-century, are commonly practiced worldwide. Regarding financial burdens and health costs, readmissions within 30days following surgery are inconvenient. We performed a systematic review to integrate real-world evidence and report the current risk factors associated with 30-day readmission following surgery for LDD. METHODS The Cochrane Library, Embase, and Medline electronic databases were searched from inception to April 2022 to identify relevant studies reporting risk factors for 30-day readmission following surgery for LDD. RESULTS Thirty-six studies were included in the review. Potential risk factors were identified in the included studies that reported multivariate analysis results, including age, race, obesity, higher American Society of Anesthesiologists score, anemia, bleeding disorder, chronic pulmonary disease, heart failure, dependent status, depression, diabetes, frailty, malnutrition, chronic steroid use, surgeries with anterior approach, multilevel spinal surgeries, perioperative transfusion, presence of postoperative complications, prolonged operative time, and prolonged length of stay. CONCLUSIONS There are several potential perioperative risk factors associated with unplanned readmission following surgery for LDD. Preoperatively identifying patients that are at increased risk of readmission is critical for achieving the best possible outcomes.
Collapse
Affiliation(s)
- Liang-Yi Chen
- Section of Neurosurgery, Department
of Surgery, College of Medicine, National Cheng Kung University, National Cheng Kung University
Hospital, Tainan, Taiwan
| | - Yu Chang
- Section of Neurosurgery, Department
of Surgery, College of Medicine, National Cheng Kung University, National Cheng Kung University
Hospital, Tainan, Taiwan
| | - Chia-En Wong
- Section of Neurosurgery, Department
of Surgery, College of Medicine, National Cheng Kung University, National Cheng Kung University
Hospital, Tainan, Taiwan
| | - Kuan-Yu Chi
- Department of Education, Center for
Evidence-Based Medicine, Taipei Medical University
Hospital, Taipei, Taiwan
| | - Jung-Shun Lee
- Institute of Basic Medical
Sciences, College of Medicine, National Cheng Kung
University, Tainan, Taiwan,Department of Cell Biology and
Anatomy, College of Medicine, National Cheng Kung
University, Tainan, Taiwan
| | - Chi-Chen Huang
- Section of Neurosurgery, Department
of Surgery, College of Medicine, National Cheng Kung University, National Cheng Kung University
Hospital, Tainan, Taiwan,Chi-Chen Huang, Attending Doctor, Section
of Neurosurgery, Department of Surgery, National Cheng Kung University Hospital,
College of Medicine, National Cheng Kung University Hospital, Tainan, Taiwan.
| | - Po-Hsuan Lee
- Section of Neurosurgery, Department
of Surgery, College of Medicine, National Cheng Kung University, National Cheng Kung University
Hospital, Tainan, Taiwan,Po-Hsuan Lee, Attending Doctor, Section of
Neurosurgery, Department of Surgery, National Cheng Kung University Hospital,
College of Medicine, National Cheng Kung University, No. 138, Shengli Rd, North
District, Tainan 704, Taiwan.
| |
Collapse
|
4
|
Sweeny L, Slijepcevic A, Curry JM, Philips R, Bonaventure CA, DiLeo M, Luginbuhl AJ, Crawley MB, Guice KM, McCreary E, Buncke M, Petrisor D, Wax MK. Factors Impacting Discharge Destination Following Head and Neck Microvascular Reconstruction. Laryngoscope 2023; 133:95-104. [PMID: 35562185 DOI: 10.1002/lary.30149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/14/2022] [Accepted: 04/16/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Determine which variables impact postoperative discharge destination following head and neck microvascular free flap reconstruction. STUDY DESIGN Retrospective review of prospectively collected databases. METHODS Consecutive patients undergoing head and neck microvascular free flap reconstruction between January 2010 and December 2019 (n = 1972) were included. Preoperative, operative and postoperative variables were correlated with discharge destination (home, skilled nursing facility [SNF], rehabilitation facility, death). RESULTS The mean age of patients discharged home was lower (60 SD ± 13, n = 1450) compared to those discharged to an SNF (68 SD ± 14, n = 168) or a rehabilitation facility (71 SD ± 14, n = 200; p < 0.0001). Operative duration greater than 10 h correlated with a higher percentage of patients being discharged to a rehabilitation or SNF (25% vs. 15%; p < 0.001). Patients were less likely to be discharged home if they had a known history of cardiac disease (71% vs. 82%; p < 0.0001). Patients were less likely to be discharged home if they experienced alcohol withdrawal (67% vs. 80%; p = 0.006), thromboembolism (59% vs. 80%; p = 0.001), a pulmonary complication (46% vs. 81%; p < 0.0001), a cardiac complication (46% vs. 80%; p < 0.0001), or a cerebral vascular event (25% vs. 80%; p < 0.0001). There was no correlation between discharge destination and occurrence of postoperative wound infection, salivary fistula, partial tissue necrosis or free flap failure. Thirty-day readmission rates were similar when stratified by discharge destination. CONCLUSION There was no correlation with the anatomic site, free flap donor selection, or free flap survival and discharge destination. Patient age, operative duration and occurrence of a medical complication postoperatively did correlate with discharge destination. LEVEL OF EVIDENCE 4 Laryngoscope, 133:95-104, 2023.
Collapse
Affiliation(s)
- Larissa Sweeny
- Department of Otolaryngology-Head and Neck Surgery, University of Miami, Miami, Florida, U.S.A
| | - Allison Slijepcevic
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, Oregon, U.S.A
| | - Joseph M Curry
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Ramez Philips
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Caroline A Bonaventure
- School of Medicine, Louisiana State University Health Science Center - New Orleans, New Orleans, Louisiana, U.S.A
| | - Michael DiLeo
- Department of Otolaryngology-Head and Neck Surgery, Louisiana State University Health Science Center - New Orleans, New Orleans, Louisiana, U.S.A
| | - Adam J Luginbuhl
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Meghan B Crawley
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Kelsie M Guice
- School of Medicine, Louisiana State University Health Science Center - New Orleans, New Orleans, Louisiana, U.S.A
| | - Eleanor McCreary
- Oregon Health and Science University School of Medicine, Portland, Oregon, U.S.A
| | - Michelle Buncke
- Oregon Health and Science University School of Medicine, Portland, Oregon, U.S.A
| | - Daniel Petrisor
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A
| | - Mark K Wax
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, Oregon, U.S.A
| |
Collapse
|
5
|
Katz AD, Song J, Ngan A, Job A, Morris M, Perfetti D, Virk S, Silber J, Essig D. Discharge to Rehabilitation Predicts Increased Morbidity in Patients Undergoing Posterior Cervical Decompression and Fusion. Clin Spine Surg 2022; 35:129-136. [PMID: 35383605 DOI: 10.1097/bsd.0000000000001319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/01/2022] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim was to compare 30-day readmission and postdischarge morbidity for posterior cervical decompression and fusion (PCDF) in patients who were discharged to home versus rehabilitation. SUMMARY OF BACKGROUND DATA An increasing number of patients are being discharged to postacute inpatient care facilities following spine surgery. However, little research has been performed to evaluate the effect of this trend on short-term outcomes. MATERIALS AND METHODS Patients who underwent PCDF from 2011 to 2018 were identified using the National Surgical Quality Improvements Program (NSQIP)-database. Regression was utilized to compare primary outcomes between home and rehabilitation groups and to control for predictors of outcomes. RESULTS We identified 8912 patients. Unadjusted analysis revealed that rehabilitation-discharge patients had greater readmission (10.4% vs. 8.0%, P=0.002) and postdischarge morbidity (7.1% vs. 4.0%, P<0.001) rates. After controlling for patient-related factors, rehabilitation-discharge independently predicted postdischarge morbidity (P<0.001, odds ratio=2.232). Readmission no longer differed between groups (P=0.071, odds ratio=1.311). Rates of discharge to rehabilitation increased from 23.5% in 2011 to 25.3% in 2018, while postdischarge morbidity rates remained stagnant.Patients discharged to rehabilitation were older (66.9 vs. 59.4 y); more likely to be African American (21.4% vs. 13.8%) and have diabetes (27.1% vs. 17.5%), steroid use (6.4% vs. 4.7%, P=0.002), and American Society of Anaesthesiologists (ASA)-class ≥3 (80.2% vs. 57.7%); less likely to be male (53.9% vs. 57.4%, P=0.004) and smokers (20.3% vs. 26.6%); and had greater operative time (198 vs. 170 min) and length of hospital stay (5.9 vs. 3.3 d) (P<0.001). CONCLUSIONS Despite controlling for significant factors, discharge to rehabilitation independently predicted a 2.2 times increased odds of postdischarge morbidity. Rates of discharge to rehabilitation increased overtime without an appreciable decrease in postdischarge morbidity, suggesting that greater resources are being utilized in the postacute care period without an obvious justification. Therefore, home-discharge should be prioritized after hospitalization for PCDF when feasible. These findings are notable in light of reform efforts aimed at reducing costs while improving quality of care.
Collapse
Affiliation(s)
- Austen D Katz
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, New Hyde Park, NY
| | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Nunes AA, Pinheiro RP, Costa HRT, Defino HLA. Predictors of hospital readmission within 30 days after surgery for thoracolumbar fractures: A mixed approach. Int J Health Plann Manage 2022; 37:1708-1721. [PMID: 35170106 DOI: 10.1002/hpm.3437] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 11/10/2021] [Accepted: 01/28/2022] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Readmission followed by surgery to treat spinal fractures has a substantial impact on patient care costs and reflects a hospital's quality standards. This article analyzes the factors associated with hospital readmission followed by surgery to treat spinal fractures. METHODS This was a cross-sectional study with time-series analysis. For prediction analysis, we used Cox proportional hazards and machine-learning models, using data from the Healthcare Cost and Utilization Project, Inpatient Database from Florida (USA). RESULTS The sample comprised 215,999 patients, 8.8% of whom were readmitted within 30 days. The factors associated with a risk of readmission were male sex (1.1 [95% confidence interval 1.06-1.13]) and >60 years of age (1.74 [95% CI: 1.69-1.8]). Surgeons with a higher annual patient volume presented a lower risk of readmission (0.61 [95% CI: 0.59-0.63]) and hospitals with an annual volume >393 presented a lower risk (0.92 [95% CI: 0.89-0.95]). CONCLUSION Surgical procedures and other selected predictors and machine-learning models can be used to reduce 30-day readmissions after spinal surgery. Identification of patients at higher risk for readmission and complications is the first step to reducing unplanned readmissions.
Collapse
Affiliation(s)
- Altacílio Aparecido Nunes
- Department of Social Medicine, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Rômulo Pedroza Pinheiro
- Department of Orthopedics and Anesthesiology, Hospital das Clínicas at Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Herton Rodrigo Tavares Costa
- Department of Orthopedics and Anesthesiology, Hospital das Clínicas at Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Helton Luiz Aparecido Defino
- Department of Orthopedics and Anesthesiology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| |
Collapse
|
7
|
Song J, Katz AD, Perfetti D, Job A, Morris M, Goldstein J, Virk S, Silber J, Essig D. Impact of Discharge to Rehabilitation on Postdischarge Morbidity Following Multilevel Posterior Lumbar Fusion. Clin Spine Surg 2022; 35:24-30. [PMID: 33769971 DOI: 10.1097/bsd.0000000000001174] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 02/24/2021] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This was a retrospective cohort study. OBJECTIVE The objective of this study was to compare 30-day postdischarge morbidity for 3-or-more level (multilevel) posterior lumbar fusion in patients who were discharged to home versus rehabilitation. SUMMARY OF BACKGROUND DATA Spine surgery has been increasingly performed in the elderly population, with many of these patients being discharged to rehabilitation and skilled nursing facilities. However, research evaluating the safety of nonhome discharge following spine surgery is limited. MATERIALS AND METHODS Patients who underwent multilevel posterior lumbar fusion from 2005 to 2018 were identified using the National Surgical Quality Improvement Program (NSQIP) database. Regression was utilized to compare primary outcomes between discharge disposition and to evaluate for predictors thereof. RESULTS We identified 5276 patients. Unadjusted analysis revealed that patients who were discharged to rehabilitation had greater postdischarge morbidity (5.6% vs. 2.6%). After adjusting for baseline differences, discharge to rehabilitation no longer predicted postdischarge morbidity [odds ratio (OR)=1.409, confidence interval: 0.918-2.161, P=0.117]. Multivariate analysis also revealed that age (P=0.026, OR=1.023), disseminated cancer (P=0.037, OR=6.699), and readmission (P<0.001, OR=28.889) independently predicted postdischarge morbidity. CONCLUSIONS Thirty days morbidity was statistically similar between patients who were discharged to home and rehabilitation. With appropriate patient selection, discharge to rehabilitation can potentially minimize 30-day postdischarge morbidity for more medically frail patients undergoing multilevel posterior lumbar fusion. These results are particularly important given an aging population, with a great portion of elderly patients who may benefit from postacute care facility discharge following spine surgery.
Collapse
Affiliation(s)
- Junho Song
- Department of Orthopedic Surgery, North Shore University Hospital-Long Island Jewish Medical Center, Zucker School of Medicine at Hofstra University, New Hyde Park, NY
| | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Elsamadicy AA, Freedman IG, Koo AB, David W, Hengartner AC, Havlik J, Reeves BC, Hersh A, Pennington Z, Kolb L, Laurans M, Shin JH, Sciubba DM. Patient- and hospital-related risk factors for non-routine discharge after lumbar decompression and fusion for spondylolisthesis. Clin Neurol Neurosurg 2021; 209:106902. [PMID: 34481141 DOI: 10.1016/j.clineuro.2021.106902] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVE In various spinal surgeries, non-routine discharges have been associated with inferior outcomes. However, there exists a paucity of data regarding the relationship between non-routine discharge and quality of care among patients with spondylolisthesis. The aim of this study was to identify independent predictors for non-routine discharge following spinal decompression and fusion for lumbar spondylolisthesis. METHODS A retrospective cohort study was performed using the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) database from 2010 through 2016. Adult patients (≥18 years old) who underwent spinal decompression and fusion for lumbar spondylolisthesis were identified using ICD-9-CM diagnosis and CPT procedural coding systems. The study population was divided into two cohorts based on discharge disposition: routine (RD) and non-routine discharge (NRD). Patient demographics, comorbidities, adverse events, LOS, reoperation, and readmission were assessed. A multivariate logistic regression model was used to identify the independent predictors of non-home discharge and 30-day unplanned readmission. RESULTS A total of 5252 patients were identified, of which 4316 (82.2%) had a RD and 936 (18.8%) had a NRD. The NRD cohort tended to be older (p < 0.001) and have a higher BMI (p < 0.001). Patients who experienced a NRD had a longer LOS (NRD: 4.7 ± 3.7 days vs RD: 3.1 ± 2.0 days, p < 0.001), a higher proportion of adverse events (p < 0.001), higher rates of reoperation (p = 0.005) and unplanned 30-day readmission rates (p < 0.001). On multivariate regression analysis, age [OR: 1.08, 95% CI (1.06-1.10), p < 0.001], female sex [OR: 2.01, 95% (1.51-2.69), p < 0.001], non-Hispanic Black race/ethnicity [OR: 2.10, 95% CI (1.36-3.24), p = 0.001], BMI [OR: 1.03, 95% CI (1.01-1.05), p = 0.007], dependent functional status [OR: 3.33, 95% CI (1.59 - 6.99), p = 0.001], malnourishment [OR: 2.14, 95% CI (1.27-3.62), p = 0.005], and LOS [OR: 1.26, 95% CI (1.18-1.33), p < 0.001] were all independent predictors for NRD. However, NRD did not independently predict an unplanned 30-day readmission on multivariate analysis. CONCLUSION In our study we found that on univariate analysis NRD was associated with increased adverse events, length of stay and 30-day unplanned readmission. When controlling for patient- and hospital-related factors, we found that female sex, non-Hispanic Black race, BMI, dependent functional status, malnourishment and longer LOS were independently associated with NRD. However, NRD did not independently predict an unplanned 30-day readmission.
Collapse
Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA.
| | - Isaac G Freedman
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Wyatt David
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Astrid C Hengartner
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - John Havlik
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew Hersh
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Luis Kolb
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Maxwell Laurans
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, MD, USA; Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, NY 11030, USA
| |
Collapse
|
9
|
Discharge destination influences risks of readmission and complications after lumbar spine surgery in severely disabled patients. Clin Neurol Neurosurg 2021; 207:106801. [PMID: 34298352 DOI: 10.1016/j.clineuro.2021.106801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 06/14/2021] [Accepted: 07/05/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE For individuals with severe disability requiring spine surgery, appropriate discharge destination is a challenging and complex decision. Past studies have found associations between discharge destination and postoperative outcomes but were limited by biases in sampling characteristics. The purpose of this study was to explore whether there is an association between discharge destination and odds of worse postoperative outcomes in high-risk individuals with severe/crippling/bedbound disability who received lumbar spine surgery. METHODS This was an observational study using the Quality Outcomes Database Spine Registry. Subjects were limited to age ≥18 years, primary lumbar spine surgery, and severe disability at baseline (Oswestry Disability Index [ODI] ≥50%). Discharge destination was dichotomized to home or healthcare institution. RESULTS Of the 13,050 patients, 11,859 patients (90.9%) were discharged home and 1191 (9.1%) patients were discharged to a healthcare institution. Individuals who were discharged to a healthcare institution were older (68.6 vs 56.9 p < 0.001) and had worse baseline characteristics (higher American Society of Anesthesiology [ASA] score, presence of back pain, and prevalence of comorbidities, all p < 0.001) compared to those who were discharged home. In covariate-controlled multivariate analysis, the home discharge cohort had lower rates of hospital readmission (OR = 0.68, 95% CI 0.55, 0.84) and revision surgery (OR = 0.56, 95% CI 0.37, 0.85) within three months and return to operating room (OR = 0.46, 95% CI 0.34-0.63) and complications (all OR < 0.50 except hematoma, p < 0.01) within 30 days than the institution discharge cohort. CONCLUSION Severity of disability measured by ODI may influence but does not dictate discharge destination and the associated postoperative outcomes.
Collapse
|
10
|
Darveau SC, Pertsch NJ, Toms SA, Weil RJ. Short term outcomes associated with patients requiring blood transfusion following elective laminectomy and fusion for lumbar stenosis: A propensity-matched analysis. J Clin Neurosci 2021; 90:184-190. [PMID: 34275547 DOI: 10.1016/j.jocn.2021.05.061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 04/25/2021] [Accepted: 05/27/2021] [Indexed: 12/01/2022]
Abstract
Perioperative blood transfusion has been associated with poor outcomes but the impacts of transfusion after fusion for lumbar stenosis have not been well-described. We assessed this effect in a large cohort of patients from 2012 to 2018 in the National Surgical Quality Improvement Program (NSQIP). We evaluated baseline characteristics including demographics, comorbidities, hematocrit, and operative characteristics. We generated propensity scores using baseline characteristics and patients were matched to approximate randomization. We assessed odds of 30-day outcomes including prolonged length-of-stay (LOS), complications, discharge to facility, readmission, reoperation, and death using logistic regression. We identified 16,329 eligible patients who underwent lumbar fusion for stenosis; 1,926 (11.8%) received a transfusion. Before matching, there were multiple differences in baseline covariates including age, gender, BMI, ASA class, medical comorbidities, hematocrit, coagulation indices, platelets, operative time, fusion technique, number of levels fused, and osteotomy. However, after matching, no significant differences remained. In the matched cohorts, transfusion was associated with increased prolonged LOS (OR 1.66, 95% CI 1.45-1.91, p < 0.001), minor complication (OR 1.60, 95% CI 1.20-2.12, p = 0.001), major complication (OR 1.51, 95% CI 1.16-1.98, p = 0.003), any complication (OR 1.54, 95% CI 1.24-1.92, p < 0.001), discharge to facility (OR 1.70, 95% CI 1.48-1.95, p < 0.001), 30-day readmission (OR 1.56, 95% CI 1.23-1.99, p < 0.001), and 30-day reoperation (OR 1.85, 95% CI 1.35-2.53, p < 0.001). Although transfusion is performed based on perceived clinical need, this study contributes to growing evidence that it is important to balance the risks of perioperative blood transfusion with its benefits.
Collapse
Affiliation(s)
- Spencer C Darveau
- The Warren Alpert School of Medicine, Brown University, Providence, RI, United States.
| | - Nathan J Pertsch
- The Warren Alpert School of Medicine, Brown University, Providence, RI, United States
| | - Steven A Toms
- The Warren Alpert School of Medicine, Brown University, Providence, RI, United States; Department of Neurosurgery, Rhode Island Hospital, Providence, RI, United States
| | - Robert J Weil
- Department of Neurosurgery, Rhode Island Hospital, Providence, RI, United States
| |
Collapse
|
11
|
Abstract
OBJECTIVE Spinal decompression with or without fusion is one of the most commonly performed procedures in spine surgery. However, there is limited evidence on the effect of discharge environment on outcomes after surgery. The purpose of this study is to identify the effects of discharge disposition setting on clinical outcomes after spine surgery. METHODS Patients who underwent lumbar decompression, lumbar decompression and fusion, or posterior cervical decompression and fusion surgery were retrospectively identified. All clinical and demographic data were obtained from electronic health records. Surgical outcomes included wound complications, revision surgery, "30-day" readmission (0-30 d), and "90-day" readmission (31-90 d). Discharge disposition was stratified into home/self-care, acute inpatient rehabilitation, and subacute rehabilitation. Patient-reported outcome measures including VAS Back, VAS Leg, VAS Neck, VAS Arm, PCS-12 and MCS-12, ODI, and NDI were compared between patient discharge disposition settings using the Mann-Whitney U test. Pearson's chi-square analysis was used to assess for differences in wound complications, revision surgery, 30-day readmission, or 90-day readmission rates. Multivariate logistic regression incorporating age, sex, body mass index (BMI), Charlson Comorbidity Index (CCI), and discharge disposition was used to determine independent predictors of wound complications. RESULTS A total of 637 patients were included in the study. A significant difference (P = 0.03) was found in wound complication based on discharge disposition, with subacute disposition having the highest proportion of wound complications (6.1%) and home disposition having the lowest (1.5%). There were no significant differences in the rates of revision surgery, 30-day readmission, or 90-day readmission between groups. Subacute rehabilitation (odds ratio: 3.67, P = 0.047) and CCI (odds ratio 1.49, P = 0.01) were independent predictors of wound complications. Significant improvement in PROMs was seen across all postacute discharge dispositions. Baseline (P = 0.02) and postoperative (P = 0.02) ODI were significantly higher among patients discharged to an acute facility (49.4 and 32.0, respectively) compared to home (42.2 and 20.0) or subacute (47.4 and 28.4) environments. CONCLUSION Subacute rehabilitation disposition and CCI are independent predictors of wound complications after spinal decompression surgery. Patients undergoing spine surgery have similar readmission and revision rates and experience similar clinical improvement across all postacute discharge dispositions.
Collapse
|
12
|
Macki M, Fadel HA, Hamilton T, Lim S, Massie LW, Zakaria HM, Pawloski J, Chang V. The influence of sagittal spinopelvic alignment on patient discharge disposition following minimally invasive lumbar interbody fusion. JOURNAL OF SPINE SURGERY 2021; 7:8-18. [PMID: 33834123 DOI: 10.21037/jss-20-596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background The aim of this study was to investigate the changes to spinopelvic sagittal alignment following minimally invasive (MIS) lumbar interbody fusion, and the influence of such changes on postoperative discharge disposition. Methods The Michigan Spine Surgery Improvement Collaborative was queried for all patients who underwent transforaminal lumbar interbody fusion (TLIF)or lateral lumbar interbody fusion (LLIF) procedures for degenerative spine disease. Several spinopelvic sagittal alignment parameters were measured, including sagittal vertical axis (SVA), lumbar lordosis, pelvic tilt, pelvic incidence, and pelvic incidence-lumbar lordosis mismatch. Primary outcome measure-discharge to a rehabilitation facility-was expressed as adjusted odds ratio (ORadj) following a multivariable logistical regression. Results Of the 83 patients in the study population, 11 (13.2%) were discharged to a rehabilitation facility. Preoperative SVA was equivalent. Postoperative SVA increased to 8.0 cm in the discharge-to-rehabilitation division versus a decrease to 3.6 cm in the discharge-to-home division (P<0.001). The odds of discharge to a rehabilitation facility increased by 25% for every 1-cm increase in postoperative sagittal balance (ORadj =1.27, P=0.014). The strongest predictor of discharge to rehabilitation was increasing decade of life (ORadj =3.13, P=0.201). Conclusions Correction of sagittal balance is associated with greater odds of discharge to home. These findings, coupled with the recognized implications of admission to a rehabilitation facility, will emphasize the importance of spine surgeons accounting for SVA into their surgical planning of MIS lumbar interbody fusions.
Collapse
Affiliation(s)
- Mohamed Macki
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Hassan A Fadel
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Travis Hamilton
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Seokchun Lim
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Lara W Massie
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Hesham Mostafa Zakaria
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Jacob Pawloski
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Victor Chang
- Department of Neurosurgery, Henry Ford Health System, 2799 West Grand Boulevard, Detroit, MI, USA
| |
Collapse
|
13
|
Stopa BM, Robertson FC, Karhade AV, Chua M, Broekman MLD, Schwab JH, Smith TR, Gormley WB. Predicting nonroutine discharge after elective spine surgery: external validation of machine learning algorithms. J Neurosurg Spine 2019; 31:742-747. [PMID: 31349223 DOI: 10.3171/2019.5.spine1987] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 05/13/2019] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Nonroutine discharge after elective spine surgery increases healthcare costs, negatively impacts patient satisfaction, and exposes patients to additional hospital-acquired complications. Therefore, prediction of nonroutine discharge in this population may improve clinical management. The authors previously developed a machine learning algorithm from national data that predicts risk of nonhome discharge for patients undergoing surgery for lumbar disc disorders. In this paper the authors externally validate their algorithm in an independent institutional population of neurosurgical spine patients. METHODS Medical records from elective inpatient surgery for lumbar disc herniation or degeneration in the Transitional Care Program at Brigham and Women's Hospital (2013-2015) were retrospectively reviewed. Variables included age, sex, BMI, American Society of Anesthesiologists (ASA) class, preoperative functional status, number of fusion levels, comorbidities, preoperative laboratory values, and discharge disposition. Nonroutine discharge was defined as postoperative discharge to any setting other than home. The discrimination (c-statistic), calibration, and positive and negative predictive values (PPVs and NPVs) of the algorithm were assessed in the institutional sample. RESULTS Overall, 144 patients underwent elective inpatient surgery for lumbar disc disorders with a nonroutine discharge rate of 6.9% (n = 10). The median patient age was 50 years and 45.1% of patients were female. Most patients were ASA class II (66.0%), had 1 or 2 levels fused (80.6%), and had no diabetes (91.7%). The median hematocrit level was 41.2%. The neural network algorithm generalized well to the institutional data, with a c-statistic (area under the receiver operating characteristic curve) of 0.89, calibration slope of 1.09, and calibration intercept of -0.08. At a threshold of 0.25, the PPV was 0.50 and the NPV was 0.97. CONCLUSIONS This institutional external validation of a previously developed machine learning algorithm suggests a reliable method for identifying patients with lumbar disc disorder at risk for nonroutine discharge. Performance in the institutional cohort was comparable to performance in the derivation cohort and represents an improved predictive value over clinician intuition. This finding substantiates initial use of this algorithm in clinical practice. This tool may be used by multidisciplinary teams of case managers and spine surgeons to strategically invest additional time and resources into postoperative plans for this population.
Collapse
Affiliation(s)
- Brittany M Stopa
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Faith C Robertson
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Aditya V Karhade
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Melissa Chua
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Marike L D Broekman
- 2Department of Neurosurgery, Haaglanden Medical Center and Leiden University Medical Center, Leiden, The Netherlands; and
| | - Joseph H Schwab
- 3Department of Orthopedic Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Timothy R Smith
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - William B Gormley
- 1Computational Neuroscience Outcomes Center at Harvard, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts
| |
Collapse
|
14
|
Lange N, Rothlauf P, Jörger AK, Wagner A, Meyer B, Shiban E. Craniocervical trauma above the age of 90: are current prognostic scores sufficient? Neurosurg Rev 2019; 43:1101-1107. [PMID: 31197623 DOI: 10.1007/s10143-019-01130-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 05/27/2019] [Accepted: 05/30/2019] [Indexed: 01/10/2023]
Abstract
Clinical data following head or spine trauma in patients over 90 years is rare. The aim of this study was to analyze this patient cohort, assessing clinical characteristics, outcomes, and survival rates and to identify variables that may predict early mortality. A retrospective analysis of all patients over the age of 90 that were treated between January 2006 and December 2016 at our department was performed. Patient characteristics, type of injury, and comorbidities were analyzed with regard to the 30-day mortality rate as the primary outcome. One hundred seventy-nine patients were identified. Mean age was 93 (range 90-102); 105 (59%) patients were female. One hundred thirty-two (74%) and 34 (19%) of patients presented with head and spinal trauma, respectively. Fourteen patients (8%) had a combined head and spine injury. One hundred (56%) patients were treated operatively. Mean Charlson comorbidity index was 4.1 (range 0-18), mean diagnosis count was 6.2 (range 0-12), mean geriatric index of comorbidity (GIC) was 3.3 (range 1-4), and mean Barthel index was 28 (range 0-100). The 30-day mortality rate was 31%. Multivariate cox regression analysis showed that head trauma had a 1.66 hazard ratio (p = 0.036) of dying within 30 days of admission, whereas a higher Glasgow coma score and surgical treatment had a hazard ratio of 0.88 (p = 0.0001) and 0.72 (p = 0.05) to reach the primary outcome. None of the standard geriatric scores reached any significant correlation with the primary outcome. Standard geriatric prognostic scores seem less reliable to predict mortality for patients above the age of 90. Higher Glasgow coma score and surgical treatment were associated with a higher survival probability.
Collapse
Affiliation(s)
- Nicole Lange
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany.
| | - Paulina Rothlauf
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Ann-Kathrin Jörger
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Arthur Wagner
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Bernhard Meyer
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Ehab Shiban
- Department of Neurosurgery, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Department of Neurosurgery, Universitätsklinikum Augsburg, Augsburg, Germany
| |
Collapse
|
15
|
Continued Inpatient Care After Elective 1- to 2-level Posterior Lumbar Fusions Increases 30-day Postdischarge Readmissions and Complications. Clin Spine Surg 2018; 31:E453-E459. [PMID: 30067516 DOI: 10.1097/bsd.0000000000000700] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN This was a retrospective cohort study. OBJECTIVE The main objective of this article was to investigate the impact of discharge destination on postdischarge outcomes following an elective 1- to 2-level posterior lumbar fusion (PLF) for degenerative pathology. BACKGROUND DATA Discharge to an inpatient care facility may be associated with adverse outcomes as compared with home discharge. MATERIALS AND METHODS The 2012-2016 American College of Surgeons-National Surgical Quality Improvement Program (ACS-NSQIP) database was used to query for patients undergoing PLFs using Current Procedural Terminology (CPT) codes (22612, 22630, and 22633). Additional levels were identified using CPT-22614, CPT-22632, and CPT-22634. Records were filtered to include patients undergoing surgery for degenerative spine pathologies. Only patients undergoing a single-level or 2-level PLF were included in the study. A total of 23,481 patients were included in the final cohort. RESULTS A total of 3938 (16.8%) patients were discharged to a skilled care or rehabilitation facility following the primary procedure. Following adjustment for preoperative, intraoperative, and predischarge clinical characteristics, discharge to a skilled care or rehabilitation facility was associated with higher odds of any complication [odds ratio (OR), 1.70; 95% confidence interval (CI), 1.43-2.02], wound complications (OR, 1.73; 95% CI, 1.36-2.20), sepsis-related complications (OR, 1.64; 95% CI, 1.08-2.48), deep venous thrombosis/pulmonary embolism complications (OR, 1.72; 95% CI, 1.10-2.69), urinary tract infections (OR, 1.96; 95% CI, 1.45-2.64), unplanned reoperations (OR, 1.49; 95% CI, 1.23-1.80), and readmissions (OR, 1.29; 95% CI, 1.10-1.49) following discharge. CONCLUSIONS After controlling for predischarge characteristics, discharge to skilled care or rehabilitation facilities versus home following 1- to 2-level PLF is associated with higher odds of complications, reoperations, and readmissions. These results stress the importance of careful patient selection before discharge to inpatient care facilities to minimize the risk of complications. Furthermore, the results further support the need for uniform and standardized care pathways to promote home discharge following hospitalization for elective PLFs. LEVEL OF EVIDENCE Level III.
Collapse
|
16
|
Bhutiani N, Jones JM, Wei D, Goldstein LJ, Martin RCG, Jones CM, Cannon RM. A cost analysis of early biliary strictures following orthotopic liver transplantation in the United States. Clin Transplant 2018; 32:e13396. [PMID: 30160322 DOI: 10.1111/ctr.13396] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 08/20/2018] [Accepted: 08/25/2018] [Indexed: 12/17/2022]
Abstract
INTRODUCTION To date, the financial burden of biliary strictures (BS) after orthotopic liver transplantation (OLT) has remained largely unassessed. This study sought to approximate perioperative costs associated with early BS and delineate where in the hospital these costs are incurred. METHODS The Premier Healthcare Database was queried for patients undergoing OLT between 2010 and 2016. Patients who did and did not develop early BS were compared with respect to perioperative costs and outcome variables. Multivariable regression models were used to estimate differences between groups. RESULTS Patients who developed early BS had a longer length of stay (LOS) (35.3 days vs 17.8 days, P < 0.001) and were less likely to be discharged home (odds ratio = 0.45, P = 0.003). Development of early BS was associated with an incremental cost increase of $81 881 (45.8%, P < 0.001). The greatest relative cost increases were in radiology (+163.5%) and respiratory therapy (+157.1%), while the greatest absolute increase was in room and board (+$27 589). CONCLUSIONS Early BS after OLT result in higher costs stemming from longer LOS and increased need for various diagnostic studies and therapies. In addition to incentivizing measures that may prevent early BS, hospitals should account for these factors when developing payment schemes for OLT with payors.
Collapse
Affiliation(s)
- Neal Bhutiani
- Division of Transplantation, Hiram C. Polk Jr, MD Department of Surgery, University of Louisville, Louisville, Kentucky
| | - Jordan M Jones
- Division of Transplantation, Hiram C. Polk Jr, MD Department of Surgery, University of Louisville, Louisville, Kentucky
| | - David Wei
- Epidemiology, Medical Devices, Johnson & Johnson, New Brunswick, New Jersey
| | - Laura J Goldstein
- Franchise Health Economics and Market Access, Ethicon, Somerville, New Jersey
| | - Robert C G Martin
- Division of Transplantation, Hiram C. Polk Jr, MD Department of Surgery, University of Louisville, Louisville, Kentucky
| | - Christopher M Jones
- Division of Transplantation, Hiram C. Polk Jr, MD Department of Surgery, University of Louisville, Louisville, Kentucky
| | - Robert M Cannon
- Division of Transplantation, Hiram C. Polk Jr, MD Department of Surgery, University of Louisville, Louisville, Kentucky
| |
Collapse
|
17
|
Malik AT, Jain N, Yu E, Kim J, Khan SN. Discharge to skilled-care or rehabilitation following elective anterior cervical discectomy and fusion increases the risk of 30-day re-admissions and post-discharge complications. JOURNAL OF SPINE SURGERY (HONG KONG) 2018; 4:264-273. [PMID: 30069517 PMCID: PMC6046335 DOI: 10.21037/jss.2018.05.25] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND With a shift toward value-based and bundled-payment models, identification of areas of cost and quality improvement will be required. Though abundant literature is present on the predictors of discharge destinations, few studies have studied the impact of discharge to a skilled-care or rehabilitation facility on post-discharge outcomes following elective spine surgery. METHODS The 2015-2016 ACS-NSQIP database was queried using Current Procedural Terminology (CPT) codes 22551 and 22552 to retrieve records of patients undergoing ACDF (≤3 levels). Patients who had concurrent posterior cervical spine procedures and surgery for malignancy and spinal deformity were excluded. RESULTS A total of 15,624 patients were finally included for analysis, 459 (2.9%) patients were discharged to a skilled care or rehabilitation facility. Age of ≥65 years, Black or African-American race, partially dependent or totally dependent functional health status, a LOS ≥3 days, a total operative time >150 min, ASA grade > II and inpatient surgery were significant predictors for a discharge to skilled care/rehabilitation facility. Following adjustment for pre-discharge clinical characteristics, discharge to skilled care or rehabilitation was an independent significant risk factor for renal complications (OR =8.22; 95% CI, 1.84-36.7; P=0.006) and 30-day readmissions (OR =1.63; 95% CI, 1.09-2.42; P=0.016). CONCLUSIONS Discharge to skilled-care or rehabilitation facilities following elective ACDF is associated with higher odds of renal complications and 30-day readmissions. These results stress the importance of careful patient selection prior to discharge to inpatient care facilities to minimize the risk of complications.
Collapse
Affiliation(s)
- Azeem Tariq Malik
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Nikhil Jain
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Elizabeth Yu
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jeffery Kim
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Safdar N Khan
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| |
Collapse
|
18
|
Toledo D, Soldevila N, Torner N, Pérez-Lozano MJ, Espejo E, Navarro G, Egurrola M, Domínguez Á. Factors associated with 30-day readmission after hospitalisation for community-acquired pneumonia in older patients: a cross-sectional study in seven Spanish regions. BMJ Open 2018; 8:e020243. [PMID: 29602852 PMCID: PMC5884368 DOI: 10.1136/bmjopen-2017-020243] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE Hospital readmission in patients admitted for community-acquired pneumonia (CAP) is frequent in the elderly and patients with multiple comorbidities, resulting in a clinical and economic burden. The aim of this study was to determine factors associated with 30-day readmission in patients with CAP. DESIGN A cross-sectional study. SETTING The study was conducted in patients admitted to 20 hospitals in seven Spanish regions during two influenza seasons (2013-2014 and 2014-2015). PARTICIPANTS We included patients aged ≥65 years admitted through the emergency department with a diagnosis compatible with CAP. Patients who died during the initial hospitalisation and those hospitalised more than 30 days were excluded. Finally, 1756 CAP cases were included and of these, 200 (11.39%) were readmitted. MAIN OUTCOME MEASURES 30-day readmission. RESULTS Factors associated with 30-day readmission were living with a person aged <15 years (adjusted OR (aOR) 2.10, 95% CI 1.01 to 4.41), >3 hospital visits during the 90 previous days (aOR 1.53, 95% CI 1.01 to 2.34), chronic respiratory failure (aOR 1.74, 95% CI 1.24 to 2.45), heart failure (aOR 1.69, 95% CI 1.21 to 2.35), chronic liver disease (aOR 2.27, 95% CI 1.20 to 4.31) and discharge to home with home healthcare (aOR 5.61, 95% CI 1.70 to 18.50). No associations were found with pneumococcal or seasonal influenza vaccination in any of the three previous seasons. CONCLUSIONS This study shows that 11.39% of patients aged ≥65 years initially hospitalised for CAP were readmitted within 30 days after discharge. Rehospitalisation was associated with preventable and non-preventable factors.
Collapse
Affiliation(s)
- Diana Toledo
- Epidemiología y Salud Pública, (CIBERESP), Consorcio Centro de Investigación Biomédica en Red, M.P, Madrid, Spain
- Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
| | - Núria Soldevila
- Epidemiología y Salud Pública, (CIBERESP), Consorcio Centro de Investigación Biomédica en Red, M.P, Madrid, Spain
- Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
| | - Núria Torner
- Epidemiología y Salud Pública, (CIBERESP), Consorcio Centro de Investigación Biomédica en Red, M.P, Madrid, Spain
- Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
- Servei de Control Epidemiològic, Agència de Salut Pública de Catalunya, Barcelona, Spain
| | | | - Elena Espejo
- Unitat de Malalties Infeccioses, Hospital de Terrassa, Barcelona, Spain
| | - Gemma Navarro
- Unitatd'Epidemiologia i Avaluació, Parc Tauli Hospital Universitari, Barcelona, Spain
| | - Mikel Egurrola
- Serviciode Neumología, Hospital de Galdakao, Usansolo, Spain
| | - Ángela Domínguez
- Epidemiología y Salud Pública, (CIBERESP), Consorcio Centro de Investigación Biomédica en Red, M.P, Madrid, Spain
- Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain
| |
Collapse
|