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Gao YN, Wang R, Gu G, Chung R, Olfson M. Inpatient antipsychotic medication switching and rehospitalization risk among patients with schizophrenia-spectrum disorders. Schizophr Res 2024; 267:165-172. [PMID: 38547719 PMCID: PMC11102831 DOI: 10.1016/j.schres.2024.03.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 02/08/2024] [Accepted: 03/18/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE To describe patterns of antipsychotic switching among patients hospitalized for schizophrenia and to correlate antipsychotic switching with hospital readmission risk. METHODS We identified 3295 patients with index hospitalizations for schizophrenia or schizoaffective disorder from New York State Medicaid claims 2017-2018 who had filled at least one prescription for an antipsychotic in both the 44 days (one month +14 day grace period) prior to and after their admission. We identified patients who had kept or switched any of their antipsychotic medication between the pre- and post-periods surrounding their index hospitalization. We compared the kept and switched any groups, adjusting for patient characteristics. RESULTS Of patients who had filled antipsychotic prescriptions in both the 44 days prior to and after their hospitalization, 1599 (48.6 %) had switched at least one antipsychotic and 1215 (36.8 %) had switched their primary antipsychotic. Switching any antipsychotic was associated with increased hazards of readmission, HR = 1.21, 95%CI 1.09-1.35, which was slightly concentrated during the first 90 days after hospital discharge. CONCLUSIONS Switching antipsychotic medications during hospitalization occurs commonly and is associated with higher rehospitalization risk following hospital discharge.
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Affiliation(s)
- Y Nina Gao
- Department of Psychiatry, Vagelos College of Physicians & Surgeons Columbia University and New York State Psychiatric Institute, New York, United States of America.
| | - Rui Wang
- New York State Office of Mental Health, Albany, New York, United States of America
| | - Gyojeong Gu
- New York State Office of Mental Health, Albany, New York, United States of America
| | - Rakkoo Chung
- New York State Office of Mental Health, Albany, New York, United States of America
| | - Mark Olfson
- Departments of Psychiatry and Epidemiology, Columbia University, New York and New York State Psychiatric Institute, New York, United States of America
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Baugh CW, Cash RE, Meguerdichian D, Dunham L, Stump T, Stevens R, Reust A, White B, Dutta S. An Electronic Medical Record Intervention to Increase Pharmacologic Prophylaxis for Venous Thromboembolism in Emergency Department Observation Patients. Ann Emerg Med 2024; 83:24-34. [PMID: 37725025 DOI: 10.1016/j.annemergmed.2023.08.017] [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: 04/01/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 09/21/2023]
Abstract
STUDY OBJECTIVE The role of venous thromboembolism (VTE) prophylaxis among patients receiving emergency department (ED) observation unit care is unclear. We investigated an electronic health record-based clinical decision support tool aimed at increasing pharmacologic VTE prophylaxis use among at-risk patients placed in ED observation units. METHODS We conducted an interrupted time-series study of an Epic-based best practice advisory implemented in May 2019 at a health care system comprising 2 academic medical centers and 4 community hospitals with dedicated ED observation units. The best practice advisory alerted staff at 24 hours to conduct a risk assessment and linked to a VTE prophylaxis order set. We used an interrupted time series, Bayesian structured time series, and a multivariable mixed-effect regression model to estimate the intervention effect. RESULTS Prior to the best practice advisory implementation, there were 8,895 ED observation unit patients with a length of stay more than or equal to 24 hours, and 0.9% received pharmacologic VTE prophylaxis. Afterward, there were 12,664 ED observation unit patients with a length of stay more than or equal to 24 hours, and 4.8% received pharmacologic VTE prophylaxis. The interrupted time series and causal impact analysis showed a statistically significant increase in VTE prophylaxis (eg, absolute percent difference 3.8%, 95% confidence interval 3.5 to 4.1). In a multivariable model, only the intervention was significantly associated with receiving VTE prophylaxis (odds ratio 4.56, 95% confidence interval 2.22 to 9.37). CONCLUSION An electronic health record-based alert helped to prompt staff caring for ED observation unit patients at risk for VTE with prolonged visits to order recommended pharmacologic prophylaxis. The best risk assessment model to use and the true incidence of VTE events in this population are unclear.
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Affiliation(s)
| | - Rebecca E Cash
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA
| | | | - Lisette Dunham
- Clinical Informatics, Mass General Brigham Digital, Boston, MA
| | - Timothy Stump
- Clinical Informatics, Mass General Brigham Digital, Boston, MA
| | - Ronelle Stevens
- Mosaic Inpatient Applications, Boston Children's Hospital, Boston, MA
| | - Audrey Reust
- Department of Emergency Medicine, Brigham & Women's Hospital, Boston, MA
| | - Benjamin White
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA
| | - Sayon Dutta
- Clinical Informatics, Mass General Brigham Digital, Boston, MA; Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA
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Sabbatini AK, Parrish C, Liao JM, Wright B, Basu A, Kreuter W, Joynt-Maddox KE. Hospital Performance Under Alternative Readmission Measures Incorporating Observation Stays. Med Care 2023; 61:779-786. [PMID: 37712715 PMCID: PMC10592134 DOI: 10.1097/mlr.0000000000001920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023]
Abstract
OBJECTIVE To determine the extent to which counting observation stays changes hospital performance on 30-day readmission measures. METHODS This was a retrospective study of inpatient admissions and observation stays among fee-for-service Medicare enrollees in 2017. We generated 3 specifications of 30-day risk-standardized readmissions measures: the hospital-wide readmission (HWR) measure utilized by the Centers for Medicare and Medicaid Services, which captures inpatient readmissions within 30 days of inpatient discharge; an expanded HWR measure, which captures any unplanned hospitalization (inpatient admission or observation stay) within 30 days of inpatient discharge; an all-hospitalization readmission (AHR) measure, which captures any unplanned hospitalization following any hospital discharge (observation stays are included in both the numerator and denominator of the measure). Estimated excess readmissions for hospitals were compared across the 3 measures. High performers were defined as those with a lower-than-expected number of readmissions whereas low performers had higher-than-expected or excess readmissions. Multivariable logistic regression identified hospital characteristics associated with worse performance under the measures that included observation stays. RESULTS Our sample had 2586 hospitals with 5,749,779 hospitalizations. Observation stays ranged from 0% to 41.7% of total hospitalizations. Mean (SD) readmission rates were 16.6% (5.4) for the HWR, 18.5% (5.7) for the expanded HWR, and 17.9% (5.7) in the all-hospitalization readmission measure. Approximately 1 in 7 hospitals (14.9%) would switch from being classified as a high performer to a low performer or vice-versa if observation stays were fully included in the calculation of readmission rates. Safety-net hospitals and those with a higher propensity to use observation would perform significantly worse. CONCLUSIONS Fully incorporating observation stays in readmission measures would substantially change performance in value-based programs for safety-net hospitals and hospitals with high rates of observation stays.
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Affiliation(s)
- Amber K. Sabbatini
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, WA
- Department of Health Systems and Population Health, University of Washington, School of Public Health
| | - Canada Parrish
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, WA
- Department of Health Systems and Population Health, University of Washington, School of Public Health
| | - Joshua M. Liao
- Department of Medicine, University of Washington School of Medicine, Seattle, WA
- Value System Science Lab, Department of Medicine, University of Washington, Seattle, WA
| | - Brad Wright
- Department of Health Services, Policy and Management University of South Carolina School of Public Health, Columbia, SC
| | - Anirban Basu
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle, WA
| | - William Kreuter
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, WA
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle, WA
| | - Karen E. Joynt-Maddox
- Division of Cardiology, Washington University School of Medicine, St Louis, Missouri
- Center for Health Economics and Policy, Institute for Public Health, Washington University in St Louis, St Louis, Missouri
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Nie JW, Hartman TJ, MacGregor KR, Oyetayo OO, Zheng E, Federico VP, Massel DH, Sayari AJ, Singh K. Preoperative predictors of prolonged hospitalization in patients undergoing lateral lumbar interbody fusion. Acta Neurochir (Wien) 2023; 165:2615-2624. [PMID: 37318634 DOI: 10.1007/s00701-023-05648-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 05/23/2023] [Indexed: 06/16/2023]
Abstract
PURPOSE We aim to examine the preoperative factors associated with increased postoperative length of stay in patients undergoing LLIF in the hospital setting. METHODS Patient demographics, perioperative characteristics, and patient-reported outcome measures (PROMs) were collected from a single-surgeon database. Patients undergoing LLIF in the hospital setting were separated into postoperative LOS <48 h (H) and LOS ≥ 48H. Univariate analysis for preoperative characteristics was utilized to determine covariates for multivariable logistic regression. Multivariable logistic regression was then utilized to determine significant predictors of extended postoperative length of stay. Secondary univariate analysis of inpatient complications, operative, and postoperative characteristics were calculated to determine postoperative factors associated with prolonged hospitalization. RESULTS Two-hundred and forty patients were identified with 115 patients' LOS ≥ 48H. Univariate analysis identified age/Charlson Comorbidity Index (CCI) score/gender/insurance type/number of contiguous fused levels/preoperative PROMs of Visual Analog Scale (VAS) back/VAS leg/Patient-Reported Outcomes Measurement Information System (PROMIS-PF)/Oswestry Disability Index (ODI)/degenerative spondylolisthesis diagnoses/foraminal stenosis/central stenosis for multivariable logistic regression. Multivariable logistic regression calculated significant positive predictors of LOS ≥ 48H to be age/3-level fusion/preoperative ODI scores. Negative predictors of LOS ≥ 48H were the diagnosis of foraminal stenosis/preoperative PROMIS-PF/male gender. The secondary analysis determined that patients with longer operative time/estimated blood loss/transfusion/postoperative day 0 and 1 pain and narcotic consumption/complications of altered mental status/postoperative anemia/fever/ileus/urinary retention were associated with prolonged hospitalization. CONCLUSION Older patients undergoing LLIF with greater preoperative disability and 3-level fusion were more likely to require prolonged hospitalization. Male patients with higher preoperative physical function and who were diagnosed with foraminal stenosis were less likely to require prolonged hospitalization.
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Affiliation(s)
- James W Nie
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Timothy J Hartman
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Keith R MacGregor
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Omolabake O Oyetayo
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Eileen Zheng
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Vincent P Federico
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Dustin H Massel
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Arash J Sayari
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Kern Singh
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA.
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Krishnaswamy A, Isogai T, Brilakis ES, Nanjundappa A, Ziada KM, Parikh SA, Rodés-Cabau J, Windecker S, Kapadia SR. Same-Day Discharge After Elective Percutaneous Transcatheter Cardiovascular Interventions. JACC Cardiovasc Interv 2023; 16:1561-1578. [PMID: 37438024 DOI: 10.1016/j.jcin.2023.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 04/23/2023] [Accepted: 05/08/2023] [Indexed: 07/14/2023]
Abstract
Percutaneous transcatheter interventions have evolved as standard therapies for a variety of cardiovascular diseases, from revascularization for atherosclerotic vascular lesions to the treatment of structural cardiac diseases. Concomitant technological innovations, procedural advancements, and operator experience have contributed to effective therapies with low complication rates, making early hospital discharge safe and common. Same-day discharge presents numerous potential benefits for patients, providers, and health care systems. There are several key elements that are shared across the spectrum of interventional cardiology procedures to create a successful same-day discharge pathway. These include appropriate patient and procedure selection, close postprocedural observation, predischarge assessments specific for each type of procedure, and the existence of a patient support system beyond hospital discharge. This review provides the rationale, available data, and a framework for same-day discharge across the spectrum of coronary, peripheral, and structural cardiovascular interventions.
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Affiliation(s)
- Amar Krishnaswamy
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Toshiaki Isogai
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Emmanouil S Brilakis
- Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Minneapolis, Minnesota, USA
| | - Aravinda Nanjundappa
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Khaled M Ziada
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sahil A Parikh
- Division of Cardiology and Center for Interventional Vascular Therapy, NewYork-Presbyterian Hospital/Columbia University Irving Medical Center, New York, New York, USA
| | - Josep Rodés-Cabau
- Quebec Heart & Lung Institute, Laval University, Quebec City, Quebec, Canada
| | - Stephan Windecker
- Department of Cardiology, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Samir R Kapadia
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA.
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Keohane LM, Kripalani S, Buntin MB. Traditional Medicare Spending on Inpatient Episodes as Hospitalizations Decline. J Hosp Med 2021; 16:652-658. [PMID: 34730504 PMCID: PMC8577699 DOI: 10.12788/jhm.3699] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 08/14/2021] [Accepted: 08/16/2021] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To describe Medicare inpatient episode spending trends between 2009 and 2017 as inpatient use declined among traditional Medicare beneficiaries. METHODS Inpatient episodes included claims for all traditional Medicare inpatient, outpatient, and Part D services provided during the 30 days prehospitalization, the inpatient stay, and the 90 subsequent days. We describe the mean number of episodes per 1000 beneficiaries, mean episode-related spending per beneficiary, and mean spending per episode for all beneficiaries and for specific populations and types of episodes. Spending measures are reported with and without adjustment for payment rate increases over the study period. RESULTS The number of inpatient-initiated episodes per 1000 beneficiaries declined by 18.2% between 2009 and 2017 from 326 to 267. After adjusting for payment rate increases, Medicare spending per beneficiary on episode- related care declined by 8.9%, although spending per episode increased by 11.4% over this period. Between 2009 and 2017, all subgroups defined by age, sex, race, or Medicaid status experienced declines in inpatient use accompanied by decreased overall episode-related spending per beneficiary and increased spending per episode. Larger declines in the number of episodes per 1000 beneficiaries were seen among episodes that began with a planned admission (28.8%) or involved no use of post-acute care services (23.9%). When comparing admissions according to medical diagnosis, the largest decline occurred for episodes initiated by a hospitalization for a cardiac or circulatory condition (31.8%). CONCLUSION Medicare inpatient episodes per beneficiary decreased, but spending decreases due to declining volume were offset by increased spending per episode.
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Affiliation(s)
- Laura M Keohane
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Sunil Kripalani
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Melinda B Buntin
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
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