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2.
Med Care ; 62(6): 388-395, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38620117

ABSTRACT

STUDY DESIGN: Interrupted time series analysis of a retrospective, electronic health record cohort. OBJECTIVE: To determine the association between the implementation of Medicare's sepsis reporting measure (SEP-1) and sepsis diagnosis rates as assessed in clinical documentation. BACKGROUND: The role of health policy in the effort to improve sepsis diagnosis remains unclear. PATIENTS AND METHODS: Adult patients hospitalized with suspected infection and organ dysfunction within 6 hours of presentation to the emergency department, admitted to one of 11 hospitals in a multi-hospital health system from January 2013 to December 2017. Clinician-diagnosed sepsis, as reflected by the inclusion of the terms "sepsis" or "septic" in the text of clinical notes in the first two calendar days following presentation. RESULTS: Among 44,074 adult patients with sepsis admitted to 11 hospitals over 5 years, the proportion with sepsis documentation was 32.2% just before the implementation of SEP-1 in the third quarter of 2015 and increased to 37.3% by the fourth quarter of 2017. Of the 9 post-SEP-1 quarters, 8 had odds ratios for a sepsis diagnosis >1 (overall range: 0.98-1.26; P value for a joint test of statistical significance = 0.005). The effects were clinically modest, with a maximum effect of an absolute increase of 4.2% (95% CI: 0.9-7.8) at the end of the study period. The effect was greater in patients who did not require vasopressors compared with patients who required vasopressors ( P value for test of interaction = 0.02). CONCLUSIONS: SEP-1 implementation was associated with modest increases in sepsis diagnosis rates, primarily among patients who did not require vasoactive medications.


Subject(s)
Documentation , Electronic Health Records , Interrupted Time Series Analysis , Medicare , Sepsis , Humans , Sepsis/diagnosis , United States , Medicare/statistics & numerical data , Retrospective Studies , Male , Female , Aged , Documentation/statistics & numerical data , Documentation/standards , Middle Aged , Emergency Service, Hospital/statistics & numerical data , Aged, 80 and over
3.
JAMA Netw Open ; 5(10): e2235331, 2022 10 03.
Article in English | MEDLINE | ID: mdl-36205995

ABSTRACT

Importance: Intravenous fluid administration is recommended to improve outcomes for patients with septic shock. However, there are few data on fluid administration for patients with preexisting heart failure with reduced ejection fraction (HFrEF). Objective: To evaluate the association between preexisting HFrEF, guideline-recommended intravenous fluid resuscitation, and mortality among patients with community-acquired sepsis and septic shock. Design, Setting, and Participants: A cohort study was conducted of adult patients hospitalized in an integrated health care system from January 1, 2013, to December 31, 2015, with community-acquired sepsis and preexisting assessment of cardiac function. Follow-up occurred through July 1, 2016. Data analyses were performed from November 1, 2020, to August 8, 2022. Exposures: Preexisting heart failure with reduced ejection fraction (≤40%) measured by transthoracic echocardiogram within 1 year prior to hospitalization for sepsis. Main Outcomes and Measures: Multivariable models were adjusted for patient factors and sepsis severity and clustered at the hospital level to generate adjusted odds ratios (aORs) and 95% CIs. The primary outcome was the administration of 30 mL/kg of intravenous fluid within 6 hours of sepsis onset. Secondary outcomes included in-hospital mortality, intensive care unit admission, rate of invasive mechanical ventilation, and administration of vasoactive medications. Results: Of 5278 patients with sepsis (2673 men [51%]; median age, 70 years [IQR, 60-81 years]; 4349 White patients [82%]; median Sequential Organ Failure Assessment score, 4 [IQR, 3-5]), 884 (17%) had preexisting HFrEF, and 2291 (43%) met criteria for septic shock. Patients with septic shock and HFrEF were less likely to receive guideline-recommended intravenous fluid than those with septic shock without HFrEF (96 of 380 [25%] vs 699 of 1911 [37%]; P < .001), but in-hospital mortality was similar (47 of 380 [12%] vs 244 of 1911 [13%]; P = .83). In multivariable models, HFrEF was associated with a decreased risk-adjusted odds of receiving 30 mL/kg of intravenous fluid within the first 6 hours of sepsis onset (aOR, 0.63; 95% CI, 0.47-0.85; P = .002). The risk-adjusted mortality was not significantly different among patients with HFrEF (aOR, 0.92; 95% CI, 0.69-1.24; P = .59) compared with those without, and there was no interaction with intravenous fluid volume (aOR, 1.00; 95% CI, 0.98-1.03; P = .72). Conclusions and Relevance: The results of this cohort study of patients with community-acquired septic shock suggest that preexisting HFrEF was common and was associated with reduced odds of receiving guideline-recommended intravenous fluids.


Subject(s)
Heart Failure , Sepsis , Shock, Septic , Aged , Cohort Studies , Heart Failure/complications , Heart Failure/epidemiology , Heart Failure/therapy , Humans , Male , Sepsis/complications , Sepsis/therapy , Shock, Septic/complications , Shock, Septic/therapy , Stroke Volume
4.
Crit Care Explor ; 4(7): e0727, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35923589

ABSTRACT

OBJECTIVES: The COVID-19 pandemic was characterized by rapidly evolving evidence regarding the efficacy of different therapies, as well as rapidly evolving health policies in response to that evidence. Data on adoption and deadoption are essential as we learn from this pandemic and prepare for future public health emergencies. DESIGN: We conducted an observational cohort study in which we determined patterns in the use of multiple medications to treat COVID-19: remdesivir, hydroxychloroquine, IV corticosteroids, tocilizumab, heparin-based anticoagulants, and ivermectin. We analyzed changes both overall and within subgroups of critically ill versus Noncritically ill patients. SETTING: Data from Optum's deidentified Claims-Clinical Dataset, which contains multicenter electronic health record data from U.S. hospitals. PATIENTS: Adults hospitalized with COVID-19 from January 2020 to June 2021. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of 141,533 eligible patients, 34,515 (24.4%) required admission to an ICU, 14,754 (10.4%) required mechanical ventilation, and 18,998 (13.4%) died during their hospitalization. Averaged over the entire time period, corticosteroid use was most common (47.0%), followed by remdesivir (33.2%), anticoagulants (19.3%), hydroxychloroquine (7.3%), and tocilizumab (3.4%). Usage patterns varied substantially across treatments. For example, hydroxychloroquine use peaked in March 2020 and leveled off to near zero by June 2020, whereas the use of remdesivir, corticosteroids, and tocilizumab all increased following press releases announcing positive results of large international trials. Ivermectin use increased slightly over the study period but was extremely rare overall (0.4%). CONCLUSIONS: During the COVID-19 pandemic, medication treatment patterns evolved reliably in response to emerging evidence and changes in policy. These findings may inform efforts to promote optimal adoption and deadoption of treatments for acute care conditions.

5.
Crit Care Med ; 50(5): 880-882, 2022 05 01.
Article in English | MEDLINE | ID: mdl-35485588
7.
Ann Pharmacother ; 56(7): 773-781, 2022 07.
Article in English | MEDLINE | ID: mdl-34674566

ABSTRACT

BACKGROUND: Reducing central venous catheter (CVC) utilization can reduce complications in the intensive care unit (ICU). While norepinephrine (NE) is traditionally administered via a CVC, lower concentrations may be safely administered via peripheral intravenous (PIV) lines. OBJECTIVE: We aimed to describe the implementation of a pilot protocol utilizing PIVs to administer a low-dose and lower-concentration NE, review the number of CVCs avoided, and evaluate any adverse events. METHODS: In a quaternary medical intensive care unit (MICU), from March 1, 2019, to February 29, 2020, we reviewed charts for CVC placement and adverse events from the pNE infusion. We also measured unit-level CVC utilization in all MICU patients and assessed the change in utilization associated with the peripheral norepinephrine (pNE) protocol. RESULTS: Over a 1-year period, 87 patients received a pNE infusion. Overall, 44 patients (51%) never required CVC placement during their MICU stay. Three patients (3%) experienced adverse events, none of which were documented as serious and or required antidote for treatment. Implementation of the protocol was associated with a decrease in the number of patients at the unit level who received CVCs, even if they did not receive pNE. CONCLUSION AND RELEVANCE: In this small pilot study, we pragmatically demonstrated that pNE is safe and may reduce the need for CVC placement. This information can be used to aid in pNE protocol development and implementation at other institutions, but further research should be done to confirm the safety of routine use of pNE in clinical practice.


Subject(s)
Catheterization, Central Venous , Catheterization, Peripheral , Central Venous Catheters , Catheterization, Central Venous/adverse effects , Catheterization, Peripheral/adverse effects , Central Venous Catheters/adverse effects , Humans , Intensive Care Units , Norepinephrine , Pilot Projects
8.
Chest ; 160(6): 2123-2134, 2021 12.
Article in English | MEDLINE | ID: mdl-34389295

ABSTRACT

BACKGROUND: Drug supply disruptions have increased during the COVID-19 pandemic, especially for medicines used in the ICU. Despite reported shortages in wealthy countries, global analyses of ICU drug purchasing during COVID-19 are limited. RESEARCH QUESTION: Has COVID-19 impacted global drug purchases of first-, second-, and third-choice agents used in intensive care? STUDY DESIGN AND METHODS: We conducted a cross-sectional time series study in a global pharmacy sales dataset comprising approximately 60% of the world's population. We analyzed pandemic-related changes in units purchased per 1,000 population for 69 ICU agents. Interventional autoregressive integrated moving average models tested for significant changes when the pandemic was declared (March 2020) and during its first stage from April through August 2020, globally and by development status. RESULTS: Relative to 2019, ICU drug purchases increased by 23.6% (95% CI, 7.9%-37.9%) in March 2020 (P < .001) and then decreased by 10.3% (95% CI, -16.9% to -3.5%) from April through August (P = .006). Purchases for second-choice medicines changed the most, especially in developing countries (eg, 29.3% increase in March 2020). Despite similar relative changes (P = .88), absolute purchasing rates in developing nations remained low. The observed decrease from April through August 2020 was significant only in developed countries (-13.1%; 95% CI, -17.4% to -4.4%; P < .001). Country-level variation seemed unrelated to expected demand and health care infrastructure. INTERPRETATION: Purchases for intensive care medicines increased globally in the month of the COVID-19 pandemic declaration, but before peak infection rates. These changes were most pronounced for second-choice agents, suggesting that inexpensive, generic medicines may be purchased more easily in anticipation of pandemic-related ICU surges. Nevertheless, disparities in access persisted. Trends seemed unrelated to expected demand, and decreased purchasing from April through August 2020 may suggest overbuying. National and international policies are needed to ensure equitable drug purchasing during future pandemics.


Subject(s)
COVID-19/therapy , Critical Care , Developed Countries , Developing Countries , Health Expenditures , Pharmaceutical Preparations , Adrenal Cortex Hormones/therapeutic use , COVID-19/complications , COVID-19/epidemiology , Cardiovascular Agents/therapeutic use , Central Nervous System Agents/therapeutic use , Cross-Sectional Studies , Humans , Interrupted Time Series Analysis
10.
Ann Intern Med ; 174(7): 927-935, 2021 07.
Article in English | MEDLINE | ID: mdl-33872042

ABSTRACT

BACKGROUND: Medicare requires that hospitals report on their adherence to the Severe Sepsis and Septic Shock Early Management Bundle (SEP-1). OBJECTIVE: To evaluate the effect of SEP-1 on treatment patterns and patient outcomes. DESIGN: Longitudinal study of hospitals using repeated cross-sectional cohorts of patients. SETTING: 11 hospitals within an integrated health system. PATIENTS: 54 225 encounters between January 2013 and December 2017 for adults with sepsis who were hospitalized through the emergency department. INTERVENTION: Onset of the SEP-1 reporting requirement in October 2015. MEASUREMENTS: Changes in SEP-1-targeted processes, including antibiotic administration, lactate measurement, and fluid administration at 3 hours from sepsis onset; repeated lactate and vasopressor administration for hypotension within 6 hours of sepsis onset; and sepsis outcomes, including risk-adjusted intensive care unit (ICU) admission, in-hospital mortality, and home discharge among survivors. RESULTS: Two years after its implementation, SEP-1 was associated with variable changes in process measures, with the greatest effect being an increase in lactate measurement within 3 hours of sepsis onset (absolute increase, 23.7 percentage points [95% CI, 20.7 to 26.7 percentage points]; P < 0.001). There were small increases in antibiotic administration (absolute increase, 4.7 percentage points [CI, 1.9 to 7.6 percentage points]; P = 0.001) and fluid administration of 30 mL/kg of body weight within 3 hours of sepsis onset (absolute increase, 3.4 percentage points [CI, 1.5 to 5.2 percentage points]; P < 0.001). There was no change in vasopressor administration. There was a small increase in ICU admissions (absolute increase, 2.0 percentage points [CI, 0 to 4.0 percentage points]; P = 0.055) and no changes in mortality (absolute change, 0.1 percentage points [CI, -0.9 to 1.1 percentage points]; P = 0.87) or discharge to home. LIMITATION: Data are from a single health system. CONCLUSION: Implementation of the SEP-1 mandatory reporting program was associated with variable changes in process measures, without improvements in clinical outcomes. Revising the measure may optimize its future effect. PRIMARY FUNDING SOURCE: Agency for Healthcare Research and Quality.


Subject(s)
Medicare/organization & administration , Outcome Assessment, Health Care , Patient Care Bundles/standards , Sepsis/therapy , Aged , Aged, 80 and over , Anti-Bacterial Agents/therapeutic use , Cross-Sectional Studies , Female , Fluid Therapy , Guideline Adherence , Humans , Lactic Acid/blood , Longitudinal Studies , Male , Mandatory Reporting , Middle Aged , Practice Guidelines as Topic , Quality Improvement , Sepsis/blood , United States , Vasoconstrictor Agents/therapeutic use
11.
Crit Care Explor ; 2(12): e0264, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33354671

ABSTRACT

OBJECTIVES: First, to implement successfully a light-sedation protocol, favoring initial as-needed (prioritizing as-needed) boluses over continuous infusion sedation, and second, to evaluate if this protocol was associated with differences in patient-level sedative requirements, clinical outcomes, and unit-level longitudinal changes in pharmacy charges for sedative medications. DESIGN: Retrospective review comparing patients who received the prioritizing as-needed sedation protocol to similar patients eligible for the prioritizing as-needed protocol but treated initially with continuous infusion sedation. SETTING: Thirty-two bed medical ICUs in a large academic medical center. PATIENTS: A total of 254 mechanical ventilated patients with a target Riker Sedation-Agitation Scale goal of 3 or 4 were evaluated over a 2-year period. Of the evaluable patients, 114 received the prioritizing as-needed sedation protocol and 140 received a primary continuous infusion approach. INTERVENTIONS: A multidisciplinary leadership team created and implemented a light-sedation protocol, focusing on avoiding initiation of continuous sedative infusions and prioritizing prioritizing as-needed sedation. MEASUREMENTS AND MAIN RESULTS: Overall, 42% of patients in the prioritizing as-needed group never received continuous infusion sedation. Compared with the continuous infusion sedation group, patients treated with the prioritizing as-needed protocol received significantly less opioid, propofol, and benzodiazepine. Patients in the prioritizing as-needed group experienced less delirium, shorter duration of mechanical ventilation, and shorter ICU length of stay. Adverse events were similar between the two groups. At the unit level, protocol implementation was associated with reductions in the use of continuous infusion sedative medications. CONCLUSIONS: Implementation and use of a prioritizing as-needed protocol targeting light sedation appear to be safe and effective. These single-ICU retrospective findings require wider, prospective validation.

12.
Crit Care Med ; 48(7): 1079-1080, 2020 07.
Article in English | MEDLINE | ID: mdl-32568903
15.
J Crit Care ; 56: 222-228, 2020 04.
Article in English | MEDLINE | ID: mdl-32028223

ABSTRACT

PURPOSE: To assess the longitudinal evolution of radiographic edema using chest X-rays (CXR) in patients with Acute Respiratory Distress Syndrome (ARDS) and to examine its association with prognostic biomarkers, ARDS subphenotypes and outcomes. MATERIALS AND METHODS: We quantified radiographic edema on CXRs from patients with ARDS or cardiogenic pulmonary edema (controls) using the Radiographic Assessment of Lung Edema (RALE) score on day of intubation and up to 10 days after. We measured baseline plasma biomarkers and recorded clinical variables. RESULTS: The RALE score had good inter-rater agreement (r = 0.83, p < 0.0001) applied on 488 CXRs from 129 patients, with higher RALE scores in patients with ARDS (n = 108) compared to controls (n = 21, p = 0.01). Baseline RALE scores were positively correlated with levels of the receptor for end-glycation end products (RAGE) in ARDS patients (p < 0.05). Baseline RALE scores were not predictive of 30- or 90-day survival. Persistently elevated RALE scores were associated with prolonged need for mechanical ventilation (p = 0.002). CONCLUSIONS: The RALE score is easily implementable with high inter-rater reliability. Longitudinal RALE scoring appears to be a reproducible approach to track the evolution of radiographic edema in patients with ARDS and can potentially predict prolonged need for mechanical ventilation.


Subject(s)
Lung/physiopathology , Pulmonary Edema/complications , Respiration, Artificial , Respiratory Distress Syndrome/complications , Adult , Aged , Biomarkers , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Phenotype , Prognosis , Prospective Studies , Pulmonary Edema/diagnostic imaging , Pulmonary Edema/therapy , Radiography, Thoracic , Reproducibility of Results , Respiratory Distress Syndrome/therapy , Severity of Illness Index , Treatment Outcome
16.
ATS Sch ; 2(1): 19-28, 2020 Oct 23.
Article in English | MEDLINE | ID: mdl-33870320

ABSTRACT

The coronavirus disease (COVID-19) pandemic has created significant stressors for the academic and scientific community, with unique challenges for early-career physician-scientists. The pandemic-related disruptions have significantly affected research productivity, access to mentoring, professional development and networking opportunities, funding, and personal wellness. This is especially true for pulmonary and critical care medicine faculty because of the burden of specialized clinical care responsibilities that the COVID-19 pandemic has demanded. Departmental, institutional, and national leadership should foster open dialogue to identify and mitigate these challenges to promote ongoing career development of early-career physician-scientists. Implementation of thoughtful interventions to address these challenges will provide essential support for junior faculty and help retain a generation of physician-scientists.

17.
Ann Am Thorac Soc ; 16(12): 1463-1472, 2019 12.
Article in English | MEDLINE | ID: mdl-31774323

ABSTRACT

Guideline implementation tools are designed to improve uptake of guideline recommendations in clinical settings but do not uniformly accompany the clinical practice guideline documents. Performance measures are a type of guideline implementation tool with the potential to catalyze behavior change and greater adherence to clinical practice guidelines. However, many performance measures suffer from serious flaws in their design and application, prompting the American Thoracic Society (ATS) to define its own performance measure development standards in a previous workshop in 2012. This report summarizes the proceedings of a follow-up workshop convened to advance the ATS's work in performance measure development and guideline implementation. To illustrate the application of the ATS's performance measure development framework, we used the example of a low-tidal volume ventilation performance measure created de novo from the 2017 ATS/European Society of Intensive Care Medicine/Society of Critical Care Medicine mechanical ventilation in acute respiratory distress syndrome clinical practice guideline. We include a detailed explanation of the rationale for the specifications chosen, identification of areas in need of further validity testing, and a preliminary strategy for pilot testing of the performance measure. Pending additional resources and broader performance measure expertise, issuing "preliminary performance measures" and their specifications alongside an ATS clinical practice guideline offers a first step to further the ATS's guideline implementation agenda. We recommend selectively proceeding with full performance measure development for those measures with positive early user feedback and the greatest potential impact in accordance with ATS leadership guidance.


Subject(s)
Critical Care/standards , Practice Guidelines as Topic/standards , Respiration, Artificial/standards , Respiratory Distress Syndrome/therapy , Guideline Adherence/organization & administration , Humans , Respiration, Artificial/methods , Societies, Medical , United States
18.
Crit Care Med ; 47(12): 1724-1734, 2019 12.
Article in English | MEDLINE | ID: mdl-31634231

ABSTRACT

OBJECTIVES: Classification of patients with acute respiratory distress syndrome into hyper- and hypoinflammatory subphenotypes using plasma biomarkers may facilitate more effective targeted therapy. We examined whether established subphenotypes are present not only in patients with acute respiratory distress syndrome but also in patients at risk for acute respiratory distress syndrome (ARFA) and then assessed the prognostic information of baseline subphenotyping on the evolution of host-response biomarkers and clinical outcomes. DESIGN: Prospective, observational cohort study. SETTING: Medical ICU at a tertiary academic medical center. PATIENTS: Mechanically ventilated patients with acute respiratory distress syndrome or ARFA. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We performed longitudinal measurements of 10 plasma biomarkers of host injury and inflammation. We applied unsupervised latent class analysis methods utilizing baseline clinical and biomarker variables and demonstrated that two-class models (hyper- vs hypoinflammatory subphenotypes) offered improved fit compared with one-class models in both patients with acute respiratory distress syndrome and ARFA. Baseline assignment to the hyperinflammatory subphenotype (39/104 [38%] acute respiratory distress syndrome and 30/108 [28%] ARFA patients) was associated with higher severity of illness by Sequential Organ Failure Assessment scores and incidence of acute kidney injury in patients with acute respiratory distress syndrome, as well as higher 30-day mortality and longer duration of mechanical ventilation in ARFA patients (p < 0.0001). Hyperinflammatory patients exhibited persistent elevation of biomarkers of innate immunity for up to 2 weeks postintubation. CONCLUSIONS: Our results suggest that two distinct subphenotypes are present not only in patients with established acute respiratory distress syndrome but also in patients at risk for its development. Hyperinflammatory classification at baseline is associated with higher severity of illness, worse clinical outcomes, and trajectories of persistently elevated biomarkers of host injury and inflammation during acute critical illness compared with hypoinflammatory patients. Our findings provide strong rationale for examining treatment effect modifications by subphenotypes in randomized clinical trials to inform precision therapeutic approaches in critical care.


Subject(s)
Respiratory Distress Syndrome/blood , Respiratory Distress Syndrome/complications , Adult , Aged , Biomarkers/blood , Female , Humans , Inflammation/blood , Inflammation/complications , Male , Middle Aged , Phenotype , Prognosis , Prospective Studies , Respiratory Distress Syndrome/classification , Respiratory Distress Syndrome/genetics , Risk Assessment
19.
J Crit Care ; 54: 88-93, 2019 12.
Article in English | MEDLINE | ID: mdl-31400737

ABSTRACT

PURPOSE: Newly enacted policies at the state and federal level in the United States require acute care hospitals to engage in sepsis quality improvement. However, responding to these policies requires considerable resources and may disproportionately burden safety-net hospitals. To better understand this issue, we analyzed the relationship between hospital safety-net status and performance on Medicare's SEP-1 quality measure. MATERIALS AND METHODS: We linked multiple publicly-available datasets with information on SEP-1 performance, structural hospital characteristics, hospital financial case mix, and health system affiliation. We analyzed the relationship between hospital safety-net status and SEP-1 performance, as well as whether hospital characteristics moderated that relationship. RESULTS: We analyzed data from 2827 hospitals, defining safety-net hospitals using financial case mix data. The 703 safety-net hospitals performed worse on Medicare's SEP-1 quality measure (adjusted difference 2.3% compliance, 95% CI -4.0%--0.6%). This association was most evident in hospitals not affiliated with health systems, in which the difference between safety-net and non-safety-net hospitals was 6.8% compliance (95% CI -10.4%--3.3%). CONCLUSIONS: Existing sepsis policies may harm safety-net hospitals and widen health disparities. Our findings suggest that strategies to promote collaboration among hospitals may be an avenue for sepsis performance improvement in safety-net hospitals.


Subject(s)
Medicare/standards , Quality Improvement/standards , Safety-net Providers/standards , Sepsis/therapy , Cross-Sectional Studies , Hospitals/standards , Humans , Sepsis/diagnosis , United States
20.
Med Care ; 57(7): 544-550, 2019 07.
Article in English | MEDLINE | ID: mdl-31107397

ABSTRACT

BACKGROUND: The availability of intensive care unit (ICU) beds may influence the demand for critical care. Although small studies support a model of supply-induced demand in the ICU, there is a paucity of system-wide data. OBJECTIVE: The objective of this study was to determine the relationship between ICU bed supply and ICU admission in United States hospitals. RESEARCH DESIGN: Retrospective cohort study using all-payer inpatient records from Florida, Massachusetts, New Jersey, New York, and Washington from 2010 to 2012, linked to hospital data from Medicare's Healthcare Cost Reporting Information System. SUBJECTS: Three patient groups with a low likelihood of benefiting from ICU admission-low severity patients with acute myocardial infarction and pulmonary embolism; and high severity patients with metastatic cancer at the end of life. MEASURES: We compared the risk-adjusted probability of ICU admission at hospitals that increased their ICU bed supply over time to matched hospitals that did not, using a difference-in-differences approach. RESULTS: For patients with acute myocardial infarction, ICU supply increases were associated with an increase in the probability of ICU admission that diminished over time. For patients with pulmonary embolism, there was a trend toward an association between change in ICU supply and ICU admission that did not meet statistical significance. For patients with metastatic cancer, admission to hospitals with an increasing ICU supply was not associated with changes in the probability of ICU admission. CONCLUSIONS: Increases in ICU bed supply were associated with inconsistent changes in the probability of ICU admission that varied across patient subgroups.


Subject(s)
Bed Occupancy/statistics & numerical data , Health Services Needs and Demand/statistics & numerical data , Hospitalization/statistics & numerical data , Intensive Care Units/statistics & numerical data , Humans , Medicare/statistics & numerical data , Myocardial Infarction/therapy , Neoplasms/therapy , Pulmonary Embolism/therapy , Retrospective Studies , Severity of Illness Index , United States
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