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Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study

Petrilli, Christopher M; Jones, Simon A; Yang, Jie; Rajagopalan, Harish; O'Donnell, Luke; Chernyak, Yelena; Tobin, Katie A; Cerfolio, Robert J; Francois, Fritz; Horwitz, Leora I
OBJECTIVE:To describe outcomes of people admitted to hospital with coronavirus disease 2019 (covid-19) in the United States, and the clinical and laboratory characteristics associated with severity of illness. DESIGN/METHODS:Prospective cohort study. SETTING/METHODS:Single academic medical center in New York City and Long Island. PARTICIPANTS/METHODS:5279 patients with laboratory confirmed severe acute respiratory syndrome coronavirus 2 (SARS-Cov-2) infection between 1 March 2020 and 8 April 2020. The final date of follow up was 5 May 2020. MAIN OUTCOME MEASURES/METHODS:Outcomes were admission to hospital, critical illness (intensive care, mechanical ventilation, discharge to hospice care, or death), and discharge to hospice care or death. Predictors included patient characteristics, medical history, vital signs, and laboratory results. Multivariable logistic regression was conducted to identify risk factors for adverse outcomes, and competing risk survival analysis for mortality. RESULTS:Of 11 544 people tested for SARS-Cov-2, 5566 (48.2%) were positive. After exclusions, 5279 were included. 2741 of these 5279 (51.9%) were admitted to hospital, of whom 1904 (69.5%) were discharged alive without hospice care and 665 (24.3%) were discharged to hospice care or died. Of 647 (23.6%) patients requiring mechanical ventilation, 391 (60.4%) died and 170 (26.2%) were extubated or discharged. The strongest risk for hospital admission was associated with age, with an odds ratio of >2 for all age groups older than 44 years and 37.9 (95% confidence interval 26.1 to 56.0) for ages 75 years and older. Other risks were heart failure (4.4, 2.6 to 8.0), male sex (2.8, 2.4 to 3.2), chronic kidney disease (2.6, 1.9 to 3.6), and any increase in body mass index (BMI) (eg, for BMI >40: 2.5, 1.8 to 3.4). The strongest risks for critical illness besides age were associated with heart failure (1.9, 1.4 to 2.5), BMI >40 (1.5, 1.0 to 2.2), and male sex (1.5, 1.3 to 1.8). Admission oxygen saturation of <88% (3.7, 2.8 to 4.8), troponin level >1 (4.8, 2.1 to 10.9), C reactive protein level >200 (5.1, 2.8 to 9.2), and D-dimer level >2500 (3.9, 2.6 to 6.0) were, however, more strongly associated with critical illness than age or comorbidities. Risk of critical illness decreased significantly over the study period. Similar associations were found for mortality alone. CONCLUSIONS:Age and comorbidities were found to be strong predictors of hospital admission and to a lesser extent of critical illness and mortality in people with covid-19; however, impairment of oxygen on admission and markers of inflammation were most strongly associated with critical illness and mortality. Outcomes seem to be improving over time, potentially suggesting improvements in care.
PMID: 32444366
ISSN: 1756-1833
CID: 4447142

Patient Preferences for Physician Attire: A Multicenter Study in Japan

Kamata, Kazuhiro; Kuriyama, Akira; Chopra, Vineet; Saint, Sanjay; Houchens, Nathan; Petrilli, Christopher M; Kuhn, Latoya; Snyder, Ashley; Ishimaru, Naoto; Takahashi, Hiromizu; Tokuda, Yasuharu
BACKGROUND:Previous studies have shown that patients have specific expectations regarding physician dress. Japan has a cultural background that is in many ways distinct from western countries. Thus, physician attire may have a different impact in Japan. METHODS:We conducted a multicenter, cross-sectional study to examine patients' preferences for and perceptions of physician attire in Japan. The questionnaire was developed using photographs of either a male or female physician dressed in seven different forms of attire, and it was randomly distributed to inpatients and outpatients. Respondents were asked to rate the provider pictured; they were also asked to provide preferences for different forms of attire in varied clinical settings. Preference was evaluated for five domains (knowledgeable, trustworthy, caring, approachable, and comfortable). We also assessed variation in preferences for attire by respondent characteristics. RESULTS:A total of 1,233 (61%) patients indicated that physician dress was important, and 950 (47%) patients agreed that it influenced their satisfaction with care. Compared with all forms, casual attire with a white coat was the most preferred dress. Older patients more often preferred formal attire with a white coat in primary care and hospital settings. In addition, physician attire had a greater impact on older respondents' satisfaction and experience. CONCLUSION/CONCLUSIONS:The majority of Japanese patients indicated that physician attire is important and influenced their satisfaction with care. Geography, settings of care, and patient age appear to play a role in patient preferences.
PMID: 32118558
ISSN: 1553-5606
CID: 4339582

Understanding patient preference for physician attire in ambulatory clinics: a cross-sectional observational study

Zollinger, Marc; Houchens, Nathan; Chopra, Vineet; Clack, Lauren; Schreiber, Peter Werner; Kuhn, Latoya; Snyder, Ashley; Saint, Sanjay; Petrilli, Christopher M; Sax, Hugo
OBJECTIVES/OBJECTIVE:We explored patient perceptions regarding physician attire in different clinical contexts and resultant effects on the physician-patient relationship. SETTING/METHODS:The 900-bed University Hospital Zurich, Switzerland. PARTICIPANTS/METHODS:A convenience sample of patients receiving care in dermatology, infectious diseases and neurology ambulatory clinics of the University Hospital Zurich participated in a paper-based survey. PRIMARY AND SECONDARY OUTCOME MEASURES/UNASSIGNED:The survey instrument was randomised and showed photographs of male or female physicians wearing various forms of attire. On the basis of the respondents' ratings of how the physician's attire affected perceptions across five domains (knowledgeable, trustworthy, caring, approachable and comfort with the physician), a composite preference score for attire was calculated as the primary outcome. Secondary outcomes included variation in preferences by respondent characteristics and context in which care was provided. RESULTS:Of 834 patient respondents (140 in dermatology, 422 in infectious diseases and 272 in neurology), 298 (36%) agreed that physician attire was important. When compared with all available choices, the combination of white scrubs with white coat was rated highest while a business suit ranked lowest. Variation in preferences and opinions for attire were noted relative to respondent demographics and the clinical setting in which the survey was administered. For example, compared with younger patients, respondents ≥65 years of age more often reported that physician dress was both important to them and influenced how happy they were with their care (p=0.047 and p=0.001, respectively). CONCLUSIONS:Outpatients at a large Swiss University hospital prefer their physicians to be dressed in white scrubs with white coat. Substantial variation among respondents based on demographics, type of physician and clinical setting were observed. Healthcare systems should consider context of care when defining policies related to dress code.
PMID: 31072853
ISSN: 2044-6055
CID: 3900902

Patient Preferences for Physician Attire in Ophthalmology Practices

De Lott, Lindsey B; Panarelli, Joseph F; Samimi, David; Petrilli, Christopher; Snyder, Ashley; Kuhn, Latoya; Saint, Sanjay; Chopra, Vineet; Whipple, Katherine M
Importance/UNASSIGNED:Interest is growing in targeting physician attire to improve the patient experience. Few studies in ophthalmology have examined patient preferences for physician attire. Objective/UNASSIGNED:To understand patient preferences for physician attire in ophthalmology practices in the United States. Design/UNASSIGNED:Survey-based, cohort study. Setting/UNASSIGNED:Two private and two academic ophthalmology practices. Participants/UNASSIGNED:A convenience sample of patients receiving ophthalmic care between June 1, 2015 and October 31, 2016. Methods/UNASSIGNED:A questionnaire containing 22 questions and photographs of a male and female physician in seven forms of attire were presented to patients; 14 unique questionnaires were randomly distributed. Patient preference for physician attire was the primary outcome determined by summing ratings of how knowledgeable, trustworthy, caring, approachable, and comfortable the pictured physician made the respondent feel. One-way ANOVA assessed differences in mean composite scores. Comparisons between respondent demographics, practice type, and attire preferences were assessed by chi-square tests. Patient satisfaction was assessed by agreement with questions about importance of physician attire and whether this influences happiness with care. Results/UNASSIGNED:< 0.05). Preferences for attire varied by clinical setting: patients preferred surgeons (45.2%) and physicians in emergency rooms (41.7%) in scrubs rather than formal attire with white coat. Conclusions/UNASSIGNED:Physician attire is important to patients receiving ophthalmic care. Policies aimed at physician attire in ophthalmology practices should be considered.
PMCID:6716523
PMID: 31475243
ISSN: 2475-4757
CID: 4068932

Reducing Unnecessary Vitamin D Screening in an Academic Health System: What Works and When

Petrilli, Christopher M; Henderson, James; Keedy, Jenna; Dibble, Emily; Wei, Melissa Y; Prussack, Julie K; Greenberg, Grant; Kerr, Eve
PMID: 30063888
ISSN: 1555-7162
CID: 3235892

Web Exclusive. Annals for Hospitalists Inpatient Notes - Clinical Pearls-A Middle-Aged Man With Pneumonia and Elevated High-Sensitivity Troponin Levels

Petrilli, Christopher M; Giacherio, Donald A
PMID: 30326100
ISSN: 1539-3704
CID: 3368372

Large-Scale Variability of Inpatient Tacrolimus Therapeutic Drug Monitoring at an Academic Transplant Center: a Retrospective Study

Strohbehn, Garth W; Pan, Warren W; Petrilli, Christopher M; Heidemann, Lauren; Larson, Sophia; Aaronson, Keith D; Johnson, Matt; Ellies, Tammy; Heung, Michael
BACKGROUND:Inpatient tacrolimus therapeutic drug monitoring (TDM) lacks standardized guidelines. In this study, the authors analyzed variability in the pre-analytical phase of the inpatient tacrolimus TDM process at their institution. METHODS:Patients receiving tacrolimus (twice-daily formulation) and tacrolimus laboratory analysis were included in the study. Times of tacrolimus administration and laboratory study collection were extracted and time distribution plots for each step in the inpatient TDM process were generated. RESULTS:Trough levels were drawn appropriately in 25.9% of the cases. Timing between doses was consistent, with 91.9% of the following dose administrations occurring 12 +/- 2 hours after the previous dose. Only 38.1% of the drug administrations occurred within one hour of laboratory study collection. Tacrolimus-related patient safety events were reported at a rate of 1.9 events per month while incorrect timing of TDM sample collection occurred approximately 200 times per month. Root cause analysis identified a TDM process marked by a lack of communication and coordination of drug administration and TDM sample collection. Extrapolating findings nationwide, we estimate $22 million in laboratory costs wasted annually. CONCLUSIONS:Based on this large single-center study, the authors concluded that the inpatient TDM process is prone to timing errors, thus is financially wasteful, and at its worst harmful to patients due to clinical decisions being made on the basis of unreliable data. Further work is needed on systems solutions to better align the laboratory study collection and drug administration processes.
PMID: 29750738
ISSN: 1536-3694
CID: 3150592

Eliminating Inappropriate Telemetry Monitoring: An Evidence-Based Implementation Guide

Yeow, Raymond Y; Strohbehn, Garth W; Kagan, Calvin M; Petrilli, Christopher M; Krishnan, Jamuna K; Edholm, Karli; Sussman, L Scott; Blanck, Jaime F; Popa, Remus I; Pahwa, Amit K
In-hospital continuous electrocardiographic monitoring, commonly referred to as telemetry, has allowed for rapid recognition of life-threatening conditions, including complex arrhythmias and myocardial ischemia. However, inappropriate use can lead to unnecessary downstream testing from "false alarms," which in turn affects clinician efficiency and increases health care costs without benefiting patients. For these reasons, the Society of Hospital Medicine's Choosing Wisely campaign recommended use of a protocol-driven discontinuation of telemetry. The American Heart Association (AHA) developed a set of Practice Standards for the appropriate use of telemetry monitoring in 2004, which they updated in 2017. Unfortunately, the AHA Practice Standards have not been widely adopted-with as many as 43% of monitored patients lacking a recommended indication for monitoring. Thus, we created an overview discussing the safety and efficacy of incorporating the AHA Practice Standards and a review of studies highlighting their successful incorporation within patient care workflow. We conclude by outlining an "implementation blueprint" for health system professionals and administrators seeking to change their institution's culture of telemetry use. As the health care landscape continues to shift, enacting high-value initiatives that improve patient safety and efficiency of care will be critical.
PMID: 29868894
ISSN: 2168-6114
CID: 3154482

Understanding patient preference for physician attire: a cross-sectional observational study of 10 academic medical centres in the USA

Petrilli, Christopher M; Saint, Sanjay; Jennings, Joseph J; Caruso, Andrew; Kuhn, Latoya; Snyder, Ashley; Chopra, Vineet
OBJECTIVE:Several large studies have shown that improving the patient experience is associated with higher reported patient satisfaction, increased adherence to treatment and clinical outcomes. Whether physician attire can affect the patient experience-and how this influences satisfaction-is unknown. Therefore, we performed a national, cross-sectional study to examine patient perceptions, expectations and preferences regarding physicians dress. SETTING/METHODS:10 academic hospitals in the USA. PARTICIPANTS/METHODS:Convenience sample of 4062 patients recruited from 1 June 2015 to 31 October 2016. PRIMARY AND SECONDARY OUTCOMES MEASURES/UNASSIGNED:We conducted a questionnaire-based study of patients across 10 academic hospitals in the USA. The questionnaire included photographs of a male and female physician dressed in seven different forms of attire. Patients were asked to rate the provider pictured in various clinical settings. Preference for attire was calculated as the composite of responses across five domains (knowledgeable, trustworthy, caring, approachable and comfortable) via a standardised instrument. Secondary outcome measures included variation in preferences by respondent characteristics (eg, gender), context of care (eg, inpatient vs outpatient) and geographical region. RESULTS:Of 4062 patient responses, 53% indicated that physician attire was important to them during care. Over one-third agreed that it influenced their satisfaction with care. Compared with all other forms of attire, formal attire with a white coat was most highly rated (p=0.001 vs scrubs with white coat; p<0.001 all other comparisons). Important differences in preferences for attire by clinical context and respondent characteristics were noted. For example, respondents≥65 years preferred formal attire with white coats (p<0.001) while scrubs were most preferred for surgeons. CONCLUSIONS:Patients have important expectations and perceptions for physician dress that vary by context and region. Nuanced policies addressing physician dress code to improve patient satisfaction appear important.
PMCID:5988098
PMID: 29844101
ISSN: 2044-6055
CID: 3154472

Evidence-Based Guidelines to Eliminate Repetitive Laboratory Testing

Eaton, Kevin P; Levy, Kathryn; Soong, Christine; Pahwa, Amit K; Petrilli, Christopher; Ziemba, Justin B; Cho, Hyung J; Alban, Rodrigo; Blanck, Jaime F; Parsons, Andrew S
Routine daily laboratory testing of hospitalized patients reflects a wasteful clinical practice that threatens the value of health care. Choosing Wisely initiatives from numerous professional societies have identified repetitive laboratory testing in the face of clinical stability as low value care. Although laboratory expenditure often represents less than 5% of most hospital budgets, the impact is far-reaching given that laboratory tests influence nearly 60% to 70% of all medical decisions. Excessive phlebotomy can lead to hospital-acquired anemia, increased costs, and unnecessary downstream testing and procedures. Efforts to reduce the frequency of laboratory orders can improve patient satisfaction and reduce cost without negatively affecting patient outcomes. To date, numerous interventions have been deployed across multiple institutions without a standardized approach. Health care professionals and administrative leaders should carefully strategize and optimize efforts to reduce daily laboratory testing. This review presents an evidence-based implementation blueprint to guide teams aimed at improving appropriate routine laboratory testing among hospitalized patients.
PMID: 29049500
ISSN: 2168-6114
CID: 3085092