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Featured researches published by Raquel Belforti.


Clinical Infectious Diseases | 2016

Association Between Initial Route of Fluoroquinolone Administration and Outcomes in Patients Hospitalized for Community Acquired Pneumonia

Raquel Belforti; Tara Lagu; Sarah Haessler; Peter K. Lindenauer; Penelope S. Pekow; Aruna Priya; Marya D. Zilberberg; Daniel J. Skiest; Thomas L. Higgins; Mihaela Stefan; Michael B. Rothberg

BACKGROUND Fluoroquinolones have equivalent oral and intravenous bioavailability, but hospitalized patients with community-acquired pneumonia (CAP) generally are treated intravenously. Our objectives were to compare outcomes of hospitalized CAP patients initially receiving intravenous vs oral respiratory fluoroquinolones. METHODS This was a retrospective cohort study utilizing data from 340 hospitals involving CAP patients admitted to a non-intensive care unit (ICU) setting from 2007 to 2010, who received intravenous or oral levofloxacin or moxifloxacin. The primary outcome was in-hospital mortality. Secondary outcomes included clinical deterioration (transfer to ICU, initiation of vasopressors, or invasive mechanical ventilation [IMV] initiated after the second hospital day), antibiotic escalation, length of stay (LOS), and cost. RESULTS Of 36 405 patients who met inclusion criteria, 34 200 (94%) initially received intravenous treatment and 2205 (6%) received oral treatment. Patients who received oral fluoroquinolones had lower unadjusted mortality (1.4% vs 2.5%; P = .002), and shorter mean LOS (5.0 vs 5.3; P < .001). Multivariable models using stabilized inverse propensity treatment weighting revealed lower rates of antibiotic escalation for oral vs intravenous therapy (odds ratio [OR], 0.84; 95% confidence interval [CI], .74-.96) but no differences in hospital mortality (OR, 0.82; 95% CI, .58-1.15), LOS (difference in days 0.03; 95% CI, -.09-.15), cost (difference in


PLOS ONE | 2014

Using highly detailed administrative data to predict pneumonia mortality

Michael B. Rothberg; Penelope S. Pekow; Aruna Priya; Marya D. Zilberberg; Raquel Belforti; Daniel J. Skiest; Tara Lagu; Thomas L. Higgins; Peter K. Lindenauer

-7.7; 95% CI, -197.4-182.0), late ICU admission (OR, 1.04; 95% CI, .80-1.36), late IMV (OR, 1.17; 95% CI, .87-1.56), or late vasopressor use (OR, 0.94; 95% CI, .68-1.30). CONCLUSIONS Among hospitalized patients who received fluoroquinolones for CAP, there was no association between initial route of administration and outcomes. More patients may be treated orally without worsening outcomes.


Journal of Hospital Medicine | 2012

Four years' experience with a hospitalist‐led medical emergency team: An interrupted time series

Michael B. Rothberg; Raquel Belforti; Janice Fitzgerald; Jennifer Friderici; Marjorie Keyes

Background Mortality prediction models generally require clinical data or are derived from information coded at discharge, limiting adjustment for presenting severity of illness in observational studies using administrative data. Objectives To develop and validate a mortality prediction model using administrative data available in the first 2 hospital days. Research Design After dividing the dataset into derivation and validation sets, we created a hierarchical generalized linear mortality model that included patient demographics, comorbidities, medications, therapies, and diagnostic tests administered in the first 2 hospital days. We then applied the model to the validation set. Subjects Patients aged ≥18 years admitted with pneumonia between July 2007 and June 2010 to 347 hospitals in Premier, Inc.’s Perspective database. Measures In hospital mortality. Results The derivation cohort included 200,870 patients and the validation cohort had 50,037. Mortality was 7.2%. In the multivariable model, 3 demographic factors, 25 comorbidities, 41 medications, 7 diagnostic tests, and 9 treatments were associated with mortality. Factors that were most strongly associated with mortality included receipt of vasopressors, non-invasive ventilation, and bicarbonate. The model had a c-statistic of 0.85 in both cohorts. In the validation cohort, deciles of predicted risk ranged from 0.3% to 34.3% with observed risk over the same deciles from 0.1% to 33.7%. Conclusions A mortality model based on detailed administrative data available in the first 2 hospital days had good discrimination and calibration. The model compares favorably to clinically based prediction models and may be useful in observational studies when clinical data are not available.


Journal of Antimicrobial Chemotherapy | 2015

Association of guideline-based antimicrobial therapy and outcomes in healthcare-associated pneumonia

Michael B. Rothberg; Marya D. Zilberberg; Penelope S. Pekow; Aruna Priya; Sarah Haessler; Raquel Belforti; Daniel J. Skiest; Tara Lagu; Thomas L. Higgins; Peter K. Lindenauer

BACKGROUND The effect of Medical Emergency Teams (METs) on cardiopulmonary arrests (codes) and fatal codes remains unclear and widely debated. OBJECTIVE To describe the implementation of a hospitalist-led MET and compare the number of code calls and code deaths before and after implementation. DESIGN Interrupted time series. SETTING Tertiary care academic medical center. PATIENTS All hospitalized patients. INTERVENTION Implementation of an MET, consisting of a critical care nurse, respiratory therapist, intravenous therapist, and the patients physician. MEASUREMENTS Number of MET calls, code calls, cardiac arrests and other medical crises, and code deaths per 1000 admissions, stratified by location (inside vs outside critical care). RESULTS From implementation in March 2006 through December 2009, the MET logged 2717 calls, most commonly for respiratory distress (33%), cardiovascular instability (25%), and neurological abnormality (20%). Overall code calls declined significantly between pre-implementation and post-implementation of the MET from 7.30 (95% confidence interval [CI] 5.81, 9.16) to 4.21 (95% CI 3.42, 5.18) code calls per 1000 admissions. Outside of critical care, code calls declined from 4.70 (95% CI 3.92, 5.63) before the MET was implemented to 3.11 (95% CI 2.44, 3.97) afterwards, primarily due to a decrease in medical crises, which averaged 3.29 events per 1000 admissions (95% CI 2.70, 4.02) before implementation and decreased to 1.72 (95% CI 1.28, 2.31) afterwards. Code calls within critical care also declined. The rate of fatal codes was not affected. CONCLUSIONS A hospitalist-led MET decreased code call rates but did not affect mortality rates.


Journal of Investigative Medicine | 2010

International Outsourcing of Medical Research by High-Income Countries: Changes From 1995 to 2005

Raquel Belforti; Michal Sarah Wall; Peter K. Lindenauer; Penelope S. Pekow; Michael B. Rothberg

OBJECTIVES Guidelines for treatment of healthcare-associated pneumonia (HCAP) recommend empirical therapy with broad-spectrum antimicrobials. Our objective was to examine the association between guideline-based therapy (GBT) and outcomes for patients with HCAP. PATIENTS AND METHODS We conducted a pharmacoepidemiological cohort study at 346 US hospitals. We included adults hospitalized between July 2007 and June 2010 for HCAP, defined as patients admitted from a nursing home, with end-stage renal disease or immunosuppression, or discharged from a hospital in the previous 90 days. Outcome measures included in-hospital mortality, length of stay and costs. RESULTS Of 85 097 patients at 346 hospitals, 31 949 (37.5%) received GBT (one agent against MRSA and at least one against Pseudomonas). Compared with patients who received non-GBT, those who received GBT had a heavier burden of chronic disease and more severe pneumonia. GBT was associated with higher mortality (17.1% versus 7.7%, P < 0.001). Adjustment for demographics, comorbidities, propensity for treatment with GBT and initial severity of disease decreased, but did not eliminate, the association (OR 1.39, 95% CI 1.32-1.47). Using an adaptation of an instrumental variable analysis, GBT was not associated with higher mortality (OR 0.93, 95% CI 0.75-1.16). Adjusted length of stay and costs were also higher with GBT. CONCLUSIONS Among patients who met HCAP criteria, GBT was not associated with lower adjusted mortality, length of stay or costs in any analyses. Better criteria are needed to identify patients at risk for MDR infections who might benefit from broad-spectrum antimicrobial coverage.


Hospital Practice | 2011

A Simulation-Based Program to Train Medical Residents to Lead and Perform Advanced Cardiovascular Life Support

Mihaela Stefan; Raquel Belforti; Michael B. Rothberg

Background Medical research outsourcing provides a financial benefit to those conducting research and financial incentives to the developing countries hosting the research. Little is known about how frequently outsourcing occurs or the type of research that is outsourced. Methods To document changes in medical research outsourcing over a 10-year period, we conducted a cross-sectional comparison of 3 medical journals: Lancet, The New England Journal of Medicine, and JAMA: The Journal of the American Medical Association in the last 6 months of 1995 and 2005. The main outcome measure was the 10-year change in proportion of studies including patients from low-income countries. Findings We reviewed 598 articles. During the 10-year period, the proportion of first authors from low-income countries increased from 3% to 6% (P = 0.21), whereas studies with participants from low-income countries increased from 8% to 22% (P = < 0.001). In 2005, compared with studies conducted exclusively in high-income countries, those including participants from low-income countries were more likely to be randomized trials (55% vs 35%, P = 0.004), to study medications (65% vs 34%, P < 0.001), to be funded by pharmaceutical companies (33% vs 21%, P = 0.05), and to involve pediatric populations (29% vs 8%, P < 0.001). Interpretation Outsourcing of medical research seems to be increasing. Additional studies are required to know if subjects from low-income countries are being adequately protected.


All Scholarly Works | 2009

Is it elder abuse

Raquel Belforti; Sandra Bellantonio Md; Michael Rosenblum; Todd Capizzi Md; Elizabeth Case Md; Sarah Workman Md; Zulfiqar Chaudhry Md; Jackcy Jacob Md


Clinical Infectious Diseases | 2016

Reply to Henriksen and Brabrand

Raquel Belforti; Peter K. Lindenauer; Aruna Priya; Penelope S. Pekow; Michael B. Rothberg


All Scholarly Works | 2013

Medical student boot camp: A two-week elective for the advancement of cognitive and technical skills in preparation for internship

Raquel Belforti; Adam R. Kellogg; Lucienne Lutfy-Clayton; Gladys Fernandez


Archive | 2012

A longitudinal simulation based medical education curriculum in an internal medicine residency program

Raquel Belforti; Ngina Muigai; Mihaela Stefan

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Penelope S. Pekow

University of Massachusetts Amherst

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Peter K. Lindenauer

University of Massachusetts Medical School

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Aruna Priya

Baystate Medical Center

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Tara Lagu

Baystate Medical Center

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