Literature DB >> 34901805

Characterizing Physician-Staffing Models in the Care of Postoperative Cardiac Surgical Patients in Canada.

Rakesh C Arora1,2, Erika Lee2, David E Kent2, Mina Asif3, Yoan Lamarche4, Ansar Hassan5, Jean Francois Legare6, Brett Hiebert2.   

Abstract

BACKGROUND: Current intensive care unit physician-staffing (IPS) models for postoperative cardiac surgery have not been previously investigated in Canada. The purpose of this study was to determine current IPS models at 2 time points and describe the evolution of Canadian cardiac surgery IPS models.
METHODS: A survey of 32 Canadian cardiovascular intensive care units (CVICUs) was undertaken in 2012 and 2017 to determine IPS models of care during "daytime" and "after-hours" in each unit. Data were collected regarding surgical volume, base specialties, and style of IPS management ("open"; "semi-open"; "closed"). In addition, we collected the overnight experience level of the bedside healthcare provider for in-house intensive care units.
RESULTS: Survey responses were received from 27 of 32 CVICUs (87%). As of 2017, the style of 1 (4%) was open, 7 (26%) were semi-open, and 19 (70%) were closed in their unit IPS strategy. Base specialties of CVICU physicians varied. A medical doctor provided after-hours coverage in 81% of CVICUs. Senior residents (37%) or critical care certified attending staff (25%) typically provided after-hours coverage for in-house CVICUs. Linked Canadian Institute for Health Information data did not indicate a difference among CVICU models in mortality or rehospitalization for coronary artery bypass graft or valve procedures.
CONCLUSIONS: Considerable heterogeneity is demonstrated in CVICU staffing patterns. No consensus was identified regarding the appropriate level of training for "after-hours" coverage. In-house overnight physician staffing in CVICUs varies widely. Finally, semi-open and closed style models did not demonstrate differences compared to Canadian Institute for Health Information data. Variability among CVICUs does exist; however, benefits of one model over another have not been identified.
© 2021 The Authors.

Entities:  

Year:  2021        PMID: 34901805      PMCID: PMC8640619          DOI: 10.1016/j.cjco.2021.07.001

Source DB:  PubMed          Journal:  CJC Open        ISSN: 2589-790X


The cardiovascular intensive care unit (CVICU) has experienced many changes since its origins in the 1960s. Evolution and innovation in the perioperative care of the cardiac surgery patient has been reported to significantly contribute to improved postoperative outcomes in an aging and increasingly comorbid contemporary patient population.2, 3, 4 However, with the growing complexity in cardiac surgery case mix and the rapid growth of acute and durable mechanical circulatory support programs, a need for a multidisciplinary approach and specific expertise in critical care to further improve outcomes has been established.,5, 6, 7 Despite this evolution in patient and team changes, there remains ongoing debate as to what should constitute the “ideal” CVICU physician-staffing model. Intensive care physician staffing (IPS) has been reported to be an important determinant of patient outcomes following intensive care unit (ICU) admission.,8, 9, 10, 11, 12, 13, 14, 15 Previous analyses have demonstrated reduced mortality rates and shorter durations of ICU stay with the involvement of a dedicated intensive care medical specialist (ie, an intensivist) and a multidisciplinary team.,,, It was also found that a closed, high-intensity staffing model, defined as “mandatory intensivist consultation or closed ICU (all care directed by intensivist),” was associated with reduced ICU and hospital mortality., Indeed, a “closed” format has been suggested as the favoured IPS model and has driven policy-making decisions regarding ICU staffing.,8, 9, 10, 11, 12, 13, 14, 15,, However, an open vs closed style of physician staffing remains controversial. In addition to demonstrating that patient mortality and length of stay (LOS) benefited from open rather than closed style units, critics of the open model claimed that past studies purporting the benefits of an open model carried inherent design limitations in statistical methodology, their small sample sizes, and ICU specificity (medical vs surgical ICUs). However, the idea of a model that blends both the closed and open styles may satisfy the need for the collaborative teamwork necessary for complex ICU patients. To date, no clear guidelines on the preferred kind of staffing model have been put forward by any of the North American cardiac or cardiothoracic societies; however, the Society of Critical Care Medicine and the American College of Critical Care Medicine have stated that the ideal ICU model should have 24-hour dedicated intensive care physicians. The main purpose of this study was to characterize the current state of cardiac surgery IPS models across Canada. We hypothesized that significant variability exists in the care of postoperative patients after cardiac surgical procedures. The secondary purpose of this study was to determine the evolution of IPS models in CVICU’s across Canada over the past 5 years.

Materials and Methods

Survey development

A cross-sectional survey of Canadian CVICU directors was undertaken at 2 time points (2012 and 2017; survey provided in Supplemental Appendix S1). The study was approved by the University of Manitoba Research Ethics Board (H2016:380) and the St Boniface Hospital Research Review Committee (RRC/2016/1612). Questions were developed by an expert panel from the Canadian Cardiovascular Critical Care (CANCARE) Society. The survey (Supplemental Appendix S1) was refined over several rounds of discussion to include a total of 43 questions that addressed a variety of ICU characteristics including admission volumes, “open” vs “semi-open” vs “closed” IPS models, physician specialty and critical care certification, and differences between in-house “daytime” vs “after-hours” management. An “open” IPS model was defined as a unit in which each patient was managed by their attending cardiac surgeon with availability of consultation with a critical care specialist as needed.,, A “semi-open” CVICU was defined as a unit in which a dedicated consultant (defined as an MD of any discipline whose primary responsibility is in the ICU and who is not concurrently working in the operating room or out-patient clinic) attended the ICU 5-7 days a week, but the cardiac surgeon was either the physician of record or shared care of the patient with the unit consultant. Finally, a “closed” model CVICU was defined as a unit in which a dedicated postoperative care unit consultant (defined as an attending-level MD) was designated as the patient's primary physician. “After-hours” was defined as evenings/nights (with no predefined hour of the day) and weekends. The term “certified” physician was defined as an individual who had completed a formal critical care fellowship (pre- and post-institution of the Royal College of Physicians and Surgeons of Canada (RCPSC) Critical Care Medicine examination in 2006) or were grandfathered in because they had a dedicated interest in ICU patient management and had received additional critical care training before the fellowship program was established.

Survey administration

A list of all the CVICUs across Canada was obtained from the Canadian Society of Cardiac Surgeons (CSCS) and the Canadian Cardiovascular Critical Care (CANCARE) Society member lists. Phone numbers and e-mails were collected by looking up the facility online or were obtained from contacts. A total of 32 CVICUs were contacted based on best available information. Each CVICU director was invited to participate in an electronic survey using www.SurveyMonkey.com. Another e-mail was sent to those directors who did not respond within 2 weeks of the initial invitation. A phone call was placed after another 2 weeks had elapsed, to inquire if the survey had been received. An over-the-phone interview was conducted with those directors who wished to participate but could not fill out the survey online. The survey was first completed in 2012, and a follow-up survey was completed in 2017 to determine if any changes in IPS models had occurred over time. The most-recent responses were taken from each of the responding sites throughout survey administration.

Data analysis

Survey responses were collected and tabulated on www.SurveyMonkey.com, and raw responses were exported to the Microsoft Excel software package. Summary statistics presented in tables and figures were generated in Microsoft Excel. Data were presented descriptively using means, medians, and percentages, as appropriate. A series of frequency graphs presented trends on base specialties of the physicians, the location and type of ICU, typical level of training for the personnel providing in-house and "after-hours" coverage, and extent of physician coverage. These factors were tabulated for the study cohort and grouped by geographic region. The Canadian Institute for Health Information (CIHI) releases a publicly available annual Cardiac Care Quality Indicators Report. The available report from 2016 provided risk-adjusted cardiac surgical outcome rates aggregated by site (excluding Quebec) for a 3-year period spanning April 2012 to March 2015. This reporting period was selected because it includes outcome data from between the 2 survey cycles. Physician-staffing characteristics obtained from the survey were linked with this publicly available outcome data to determine if sites with certain characteristics had higher or lower adjusted clinical outcome rates following coronary artery bypass grafting (CABG) or aortic valve replacement (AVR). Adjusted outcome rates for (i) 30-day mortality after CABG, (ii) 30-day mortality after isolated AVR, (iii) 30-day mortality after CABG + AVR, and (iv) 30-day hospital readmission after CABG were compared between sites reporting certain staffing characteristics using a Mann–Whitney test. This analysis was performed using SAS version 9.3 (SAS Institute Inc, Cary, NC).

Results

Of the 32 Canadian cardiac surgical intensive care units surveyed, 23 (72%) responded in 2012, 26 (81.3%) responded in 2017, and 23 (71.9%) responded at both time points. One site’s most recent response was in 2012; therefore, it was carried forward to 2017. Thus, a total of 27 responding CVICUs were included in the data analysis.

ICU type

Details about the CVICU type and staffing model can be seen in Table 1. In the majority of responding programs (70%), a dedicated CVICU provided the care. Among the 23 sites that responded in both 2012 and 2017, changes were noted in the style of the CVICU in 2 sites—one site in British Columbia went from being a dedicated CVICU to being a surgical ICU, and one site in Atlantic Canada switched from being a surgical ICU to being a dedicated CVICU.
Table 1

Physician staffing characteristics of Canadian cardiovascular intensive care units

Survey responseFull cohort (N = 27)British Columbia (n = 5)Prairies (n = 4)Ontario (n = 9)Quebec (n = 6)Atlantic Canada (n = 3)
Intensive care physician staffing model
 Closed19 (70)3 (60)2 (50)7 (78)6 (100)1 (33)
 Semi-open7 (26)2 (40)2 (50)2 (22)0 (0)1 (33)
 Open1 (4)0 (0)0 (0)0 (0)0 (0)1 (33)
Intensive care unit type
 Dedicated postoperative cardiac surgery ICU19 (70)4 (80)3 (75)7 (78)2 (33)3 (100)
 Mixed ICU6 (22)0 (0)1 (25)1 (11)4 (67)0 (0)
 General surgical ICU2 (8)1 (20)0 (0)1 (11)0 (0)0 (0)
Most responsible physician
 Intensivist20 (74)0 (0)4 (100)8 (89)6 (100)2 (67)
 Cardiac surgeon1 (4)0 (0)0 (0)0 (0)0 (0)1 (33)
 Cardiac anesthetist5 (19)4 (80)0 (0)1 (11)0 (0)0 (0)
 Other1 (4)1 (20)0 (0)0 (0)0 (0)0 (0)
Average daily attending physician coverage, h
 0–1221 (78)5 (100)2 (50)6 (67)5 (83)3 (100)
 13–246 (22)0 (0)2 (50)3 (33)1 (17)0 (0)
After-hours staffing
 In-house physician coverage22 (81)2 (40)4 (100)9 (100)5 (83)2 (67)
 No in-house physician coverage5 (19)3 (60)0 (0)0 (0)1 (17)1 (33)
Training of managing physician
 Certified in critical care medicine20 (77)0 (0)4 (100)8 (89)6 (100)2 (100)
 Not certified in critical care medicine6 (23)5 (100)0 (0)1 (11)0 (0)0 (0)

Responses are expressed as n (%), with percentages calculated based on non-missing responses to respective question.

ICU, intensive care unit.

Physician staffing characteristics of Canadian cardiovascular intensive care units Responses are expressed as n (%), with percentages calculated based on non-missing responses to respective question. ICU, intensive care unit.

IPS model

The predominant staffing model identified was a “closed” unit in 70% of programs. Several sites (n = 7) changed over the course of the 2012 to 2017 surveys. One site from British Columbia went from being an “open” to being a “semi-open” model. Additional sites from Ontario, British Columbia and Montreal changed from a “semi-open” model to a “closed” model (n = 3). Conversely, sites from Ontario, the Prairies, and Atlantic Canada switched from a “closed” model to a “semi-open” model (n = 3).

ICU depicters

Across the 27 responding units in 2017, an average of 1014 cardiac procedures were performed yearly at each site, of which an average of 1003 (98.9%) required postoperative monitoring. Of the 27 units, 1 (4%) had an “open” unit type, 19 (70%) had a “closed” unit type, and 7 (26%) had a “semi-open” unit type (Supplemental Table S1). Disposition after discharge from post-surgery ICUs was also displayed (Supplemental Table S2), with the majority of centres reporting transfer to a dedicated postoperative ward.

Base specialties and critical care medicine involvement

The base specialties (primary training) of intensive care physicians varied across the 27 units (Fig. 1). Specifically, these included anesthesia (25 of 27 units), general medicine (16 of 27 units), cardiac surgery (12 of 27 units), noncardiac surgery (6 of 27 units), and other (9 of 27 units), including emergency medicine, cardiology, internal medicine, critical care, general practice, and respirology (Supplemental Table S3). Survey data did indicate that 5 units specified anesthesia as the only base specialty. Of these 5 units, 4 identified as being closed, and 1 as being semi-open. Patients were managed or comanaged by one or more physicians certified in critical care medicine in 21 of the 27 responding units. Furthermore, one or more of these physicians, with identified base specialties, are present in all 27 units during daytime hours, with their time dedicated to just one ICU (Supplemental Table S1).
Figure 1

Percentage of base specialties of intensive care physicians represented in intensive care units (ICUs).

Percentage of base specialties of intensive care physicians represented in intensive care units (ICUs).

Level of training of in-house staff

The range of level of training for in-house coverage varied vastly among the units andincluded junior residents, clinical associates, and physician assistants, on up to the attending-physician/surgeon level. A total of 22 of 27 units (81%) provided responses to the survey questions about in-house “after-hours” coverage. The breakdown for these 22 sites is as follows: 1 (5%) not specified; 4 (18%) junior resident physicians; 8 (36%) senior resident physicians; 1 (5%) clinical associates/physician assistants; 2 (9%) attending staff (not certified); and 6 (27%) attending staff (certified; Fig. 2).
Figure 2

Typical level of training for the personnel providing the in-house "after-hours" coverage (ie, evenings/nights and weekends). PGY, postgraduate year.

Typical level of training for the personnel providing the in-house "after-hours" coverage (ie, evenings/nights and weekends). PGY, postgraduate year.

Additional team management features

The majority of reporting CVICUs, 24 of 27 units (89%), involved a clinical pharmacist as a formal part of the ICU patient rounds. Within the team, the intensivist functions as the “most responsible physician (MRP)” and has responsibility for order writing and ongoing daily management (eg, cardiac management issues, ventilator issues) during “daytime” and “after-hours.” Additionally, residents were responsible for day-to-day care of patients in 74% of the CVICUs following the direction of more-senior physicians (ie, intensivists) on the unit. CVICU team members were also responsible for diagnostic assessments, such as echocardiography; these team members are presented in Supplemental Table S4, along with CVICU access to echocardiography services.

Impact of IPS models and postoperative outcomes

The most-recent physician-staffing characteristics obtained from the survey were linked with the 2016 CIHI data to determine if participating sites had higher or lower adjusted clinical outcome rates after CABG and AVR. Adjusted outcome rates for 30-day mortality and 30-day hospital readmission were compared. Sites with dedicated postoperative CVICUs appear to have a slightly lower adjusted 30-day AVR mortality (2.0% vs 3.2%; P = 0.09) and 30-day CABG rehospitalization rates (9.1% vs 11.2%; P = 0.07), compared to those for mixed/general surgical ICUs. Furthermore, sites with “in-house” physician coverage (indicated as “yes” for in-house physician coverage on the survey) during after-hours have slightly lower 30-day CABG rehospitalization rates (9.1% vs 11.6%; P = 0.09), compared to those for sites with no in-house physician coverage (indicated as “no” for in-house physician coverage on the survey; Table 2).
Table 2

Physician staffing characteristics compared to Canadian Institute for Health Information (CIHI) outcomes

Survey responseCIHI adjusted outcome (N = 21)
CABG 30- day mortalityAVR 30-day mortalityCABG + AVR 30-day mortalityCABG 30-day rehospitalization
Intensive care physician staffing model
 Closed1.1 (0.9–2.0)2.2 (2.0–2.8)4.7 (3.9–6.2)9.8 (8.5–11.4)
 Semi-open1.2 (1.0–1.9)1.8 (1.4–2.7)4.9 (4.1–5.6)9.2 (8.7–9.8)
 P value0.810.340.660.72
Intensive care unit type
 Dedicated postoperative cardiac surgery ICU1.2 (1.0–1.9)2.0 (1.4–2.7)4.7 (3.9–4.9)9.1 (8.5–11.0)
 Mixed ICU/general surgical ICU1.6 (1.0–2.0)3.2 (2.5–3.8)5.7 (3.6–6.8)11.2 (9.8–13.4)
 P value0.720.090.420.07
Most responsible physician
 Intensivist1.8 (1.0–2.0)2.2 (1.8–2.7)4.7 (3.0–6.4)9.4 (8.5–11.0)
 Other1.2 (0.9–1.2)2.8 (1.4–3.6)4.7 (4.1–4.9)9.3 (8.8–11.8)
 P value0.370.650.650.77
Average daily attending physician coverage, h
 0–121.2 (1.0–1.9)2.3 (1.5–2.8)4.7 (4.0–6.0)9.5 (8.7–11.6)
 13–241.7 (0.9–2.0)2.2 (1.8–2.8)4.9 (2.7–4.9)8.9 (7.1–10.3)
 P value0.900.840.620.36
After-hours staffing
 In-house physician coverage1.7 (1.0–2.0)2.2 (1.7–2.7)4.7 (3.9–6.2)9.1 (8.5–10.3)
 No in-house physician coverage1.1 (0.6–1.2)3.2 (1.9–3.6)4.8 (3.6–5.0)11.6 (10.4–12.1)
 P value0.180.300.720.09
Training of managing physician
 Certified in critical care medicine1.8 (1.0–2.0)2.2 (1.8–2.7)4.9 (3.0–6.4)9.0 (8.1–11.0)
 Not certified in critical care medicine1.1 (0.9–1.2)2.0 (1.4–3.6)4.7 (4.4–4.9)9.5 (9.2–11.4)
 P value0.230.840.680.36

AVR, aortic valve replacement; CABG, coronary artery bypass graft; ICU, intensive care unit.

CIHI outcomes are reported as adjusted events rates per 100 cases. Summary statistics are expressed as median (quartile 1–quartile 3); compared using Mann–Whitney test.

Adjusted outcome rates were reported by CIHI from 3-year cumulative data for cases between fiscal year 2012/2013 to 2014/2015. Outcomes were not reported for Quebec sites.

Physician staffing characteristics compared to Canadian Institute for Health Information (CIHI) outcomes AVR, aortic valve replacement; CABG, coronary artery bypass graft; ICU, intensive care unit. CIHI outcomes are reported as adjusted events rates per 100 cases. Summary statistics are expressed as median (quartile 1–quartile 3); compared using Mann–Whitney test. Adjusted outcome rates were reported by CIHI from 3-year cumulative data for cases between fiscal year 2012/2013 to 2014/2015. Outcomes were not reported for Quebec sites.

Discussion

To our knowledge, this is one of the first surveys seeking to describe the IPS models in Canadian cardiac surgery centres. The strengths of this study are the relatively high rate of response (84.3%), the description of changes over time, and linkages with the CIHI. The majority of reporting centres (96%) described either a “closed” or “semi-open” model of care within a dedicated CVICU. Contemporary cardiac surgery has allowed for patients with a greater number of comorbidities and chronic conditions to undergo cardiac surgery, creating at the same time more-vulnerable patients with higher acuity. These changes brought forth a need to provide subspecialized, critical care training to cardiac surgery graduates. The first wave of graduates with a formal Royal College of Physicians and Surgeons of Canada (RCPSC) designation started clinical practice in 2006. Although general systems ICUs (ie, non–cardiac based ICUs) and CVICUs share basic similarities, such as the provision of 24-hour patient monitoring and a high nurse-to-patient ratio, important differences exist. In particular, cardiac surgery patients requiring ICU admission have been shown to have greater use of mechanical circulatory support therapies, extracorporeal membrane oxygenation, and continuous cardiac output/O2/CO2 monitoring, as well as access to unique diagnostic equipment (eg, echocardiography)., The few studies conducted to date on IPS in CVICUs have suggested that the “closed” style of unit, with an intensivist specializing in critical care responsible for the ICU care, is the ideal model.,,,, This determination is in contrast to the concerns raised by Toeg et al. based on the theoretical conflict that could arise in a “closed” model when the surgeon and surgical trainee are excluded from participation in the ICU care. Increasingly complex patients require physicians who possess multifaceted skills. We suggest that improvement in CVICU management could be expected if cardiac surgical trainees are given the opportunity to be trained in both intraoperative and perioperative settings., In support of this possibility, a call to create credentialing and recertification procedures (for cardiac critical care surgeons) modelled on those in other specialties was made in response to evolving CVICUs. This study also demonstrated that there is significant heterogeneity in the reported base specialties of intensive care physicians working in the CVICU. The more common ones were anaesthesia (91%) and medicine (57%), with cardiac surgery being involved in less than half (48%) of reporting centres. This finding may indicate that while CVICU care may be specialized, these skills can be acquired by a broad range of physicians, with appropriate training and time allocation to a dedicated CVICU. In addition, some form of in-house “after-hours” coverage, meaning evenings/nights and weekends, was present in the majority of reporting centres. The typical training level for personnel covering these shifts was variable, with slightly over one-third of residents being senior (postgraduate year 3-6+). Furthermore, only 25% of all personnel were classified as “certified,” and 13% were classified as “uncertified.” Taken together, these data suggest that “after-hours” coverage for many Canadian CVICUs was provided by junior trainees, with some CVICUs having no in-house physician coverage despite heightened patient acuity. Linkage of survey data to CIHI data indicated that sites with dedicated postoperative CVICUs, compared to mixed/general surgical ICUs, trended toward differences in adjusted 30-day AVR mortality (2.0% vs 3.2%, respectively; P = 0.09) and 30-day CABG rehospitalization rates (9.1% vs 11.2%, respectively; P = 0.07). However, these differences were not statistically different, and they are in contrast to findings from previous research.,,,,,24, 25, 26 An important point to note is that CIHI data included only CABG and valve surgeries and not combined or concomitant more complex surgery procedures (eg, aortic aneurysm or dissection). Indeed, the lack of an association with the reported IPS model and CIHI data (2016) suggests that IPS and its effect on outcomes likely involves a complex relationship that is beyond the scope of the present study or unable to be captured in its design. Our results have demonstrated a mosaic of differences in CVICUs in Canada. We acknowledge that, although these are the most recent staffing models, our approach has limitations, as these models do change with time, and our approach could not assess a number of physician-specific factors, such as physician, surgeon, and team engagement in each model. Further, we did not specifically inquire about bedside nurse-to-patient ratios for this survey. As the concept of phase-of-care mortality analysis is more often used to determine root cause of death, and as use of the occurrence of failure-to-rescue becomes increasingly recognized as a quality metric of cardiac surgical programs, it is notable that programs with lower operative mortality are associated with higher ability to rescue patients from complications., Furthermore, recent data suggest that the use of a dedicated 24/7 cardiac ICU care team and quality improvement initiatives may result in incremental improvement in outcomes over time. It is apparent, however, based on the data collected in this survey along with the available CIHI data, that there is no clear consensus regarding the ideal CVICU structure or staffing model. Thus, we believe that our study highlights the need for a more detailed look into the CVICUs in Canada, to better understand staffing factors that could affect outcomes beyond this initial investigation. For example, the level of motivation for change of the physician model in the centres reporting physician-staffing model modification is unknown. Future studies should investigate drivers of change, such as reasons relating to clinician/patient care, and alteration in human or other resource allocation. Furthermore, perioperative team and patient/caregiver perspectives should be investigated. Alternatively, it could be reasoned that different levels of “intensity” of physician-staffing models produce similar results, thereby indicating that outcomes can be impacted by addressing the physician ICU model alone, without examination of the culture of the unit. Moreover, although mortality (including failure to rescue) is an important metrics for the “success“ of a unit, patient-centred outcomes must also be considered. Development of research hypotheses to understand these important factors should be undertaken.

Conclusion

The considerable heterogeneity in CVICU staffing patterns across Canada was demonstrated in this survey, including the level of training for personnel for “after-hours” coverage, which could have important implications for patient care. The effect of variable overnight staffing and the long-term impact of IPS experience require further evaluation with respect to patient outcomes.
  30 in total

1.  The Cardiac Surgery Advanced Life Support Course (CALS): delivering significant improvements in emergency cardiothoracic care.

Authors:  Joel Dunning; Jay Nandi; Sharil Ariffin; John Jerstice; Deborah Danitsch; Adrian Levine
Journal:  Ann Thorac Surg       Date:  2006-05       Impact factor: 4.330

2.  Phase of Care Mortality Analysis: A Unique Method for Comparing Mortality Differences Among Transcatheter Aortic Valve Replacement and Surgical Aortic Valve Replacement Patients.

Authors:  Todd C Crawford; J Trent Magruder; Joshua C Grimm; Kaushik Mandal; Joel Price; Jon Resar; Matthew Chacko; Rani K Hasan; Glenn Whitman; John V Conte
Journal:  Semin Thorac Cardiovasc Surg       Date:  2016-07-17

Review 3.  Physician staffing patterns and clinical outcomes in critically ill patients: a systematic review.

Authors:  Peter J Pronovost; Derek C Angus; Todd Dorman; Karen A Robinson; Tony T Dremsizov; Tammy L Young
Journal:  JAMA       Date:  2002-11-06       Impact factor: 56.272

4.  The 30-Year Influence of a Regional Consortium on Quality Improvement in Cardiac Surgery.

Authors:  Alexander Iribarne; Bruce J Leavitt; Benjamin M Westbrook; Reed Quinn; John D Klemperer; Gerald L Sardella; Robert S Kramer; Daniel J Gelb; David C Charlesworth; Jeremy Morton; Charles A S Marrin; Anthony DiScipio; Jock McCullough; Cathy S Ross; David J Malenka
Journal:  Ann Thorac Surg       Date:  2019-11-23       Impact factor: 4.330

5.  Caring for the critically ill patient. Current and projected workforce requirements for care of the critically ill and patients with pulmonary disease: can we meet the requirements of an aging population?

Authors:  D C Angus; M A Kelley; R J Schmitz; A White; J Popovich
Journal:  JAMA       Date:  2000-12-06       Impact factor: 56.272

6.  Who should care for intensive care unit patients?

Authors:  Jacob T Gutsche; Benjamin A Kohl
Journal:  Crit Care Med       Date:  2007-02       Impact factor: 7.598

7.  Intensive care unit physician staffing is associated with decreased length of stay, hospital cost, and complications after esophageal resection.

Authors:  J B Dimick; P J Pronovost; R F Heitmiller; P A Lipsett
Journal:  Crit Care Med       Date:  2001-04       Impact factor: 7.598

8.  From Coronary Care Units to Cardiac Intensive Care Units: Recommendations for Organizational, Staffing, and Educational Transformation.

Authors:  Michel Le May; Sean van Diepen; Mark Liszkowski; Gregory Schnell; Jean-François Tanguay; Christopher B Granger; Craig Ainsworth; Jean G Diodati; Neil Fam; Richard Haichin; Davinder Jassal; Christopher Overgaard; Wayne Tymchak; Benjamin Tyrrell; Christina Osborne; Graham Wong
Journal:  Can J Cardiol       Date:  2015-12-08       Impact factor: 5.223

Review 9.  Guidelines on critical care services and personnel: Recommendations based on a system of categorization of three levels of care.

Authors:  Marilyn T Haupt; Carolyn E Bekes; Richard J Brilli; Linda C Carl; Anthony W Gray; Michael S Jastremski; Douglas F Naylor; Maria Rudis PharmD; Antoinette Spevetz Md; Suzanne K Wedel; Mathilda Horst Md
Journal:  Crit Care Med       Date:  2003-11       Impact factor: 7.598

10.  Impact of critical care physician staffing on patients with septic shock in a university hospital medical intensive care unit.

Authors:  H N Reynolds; M T Haupt; M C Thill-Baharozian; R W Carlson
Journal:  JAMA       Date:  1988-12-16       Impact factor: 56.272

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