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1.
Resuscitation ; 200: 110244, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38762082

ABSTRACT

BACKGROUND: Frailty is associated with increased 30-day mortality and non-home discharge following perioperative cardiac arrest. We estimated the predictive accuracy of frailty when added to baseline risk prediction models. METHODS: In this retrospective cohort study using 2015-2020 NSQIP data for 3048 patients aged 50+ undergoing non-cardiac surgery and resuscitation on post-operative day 0 (i.e., intraoperatively or postoperatively on the day of surgery), baseline models including age, sex, ASA physical status, preoperative sepsis or septic shock, and emergent surgery were compared to models that added frailty indices, either RAI or mFI-5, to predict 30-day mortality and non-home discharge. Predictive accuracy was characterized by area under the receiver operating characteristic curve (AUC-ROC), integrated calibration index (ICI), and continuous net reclassification index (NRI). RESULTS: 1786 patients (58.6%) died in the study cohort within 30 days, and 38.6% of eligible patients experienced non-home discharge. The baseline model showed good discrimination (AUC-ROC 0.77 for 30-day mortality and 0.74 for non-home discharge). AUC-ROC and ICI did not significantly change after adding frailty for 30-day mortality or non-home discharge. Adding RAI significantly improved NRI for 30-day mortality and non-home discharge; however, the magnitude was small and difficult to interpret, given other results including false positive and negative rates showing no difference in predictive accuracy. CONCLUSIONS: Incorporating frailty did not significantly improve predictive accuracy of models for 30-day mortality and non-home discharge following perioperative resuscitation. Thus, demonstrated associations between frailty and outcomes of perioperative resuscitation may not translate into improved predictive accuracy. When engaging patients in shared decision-making regarding do-not-resuscitate orders perioperatively, providers should acknowledge uncertainty in anticipating resuscitation outcomes.


Subject(s)
Frailty , Heart Arrest , Humans , Male , Female , Aged , Retrospective Studies , Frailty/complications , Frailty/diagnosis , Middle Aged , Heart Arrest/mortality , Heart Arrest/therapy , Risk Assessment/methods , Patient Discharge/statistics & numerical data , Perioperative Period , ROC Curve , Aged, 80 and over , Cardiopulmonary Resuscitation/methods
2.
Anesthesiol Clin ; 42(1): 75-86, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38278594

ABSTRACT

Perioperative care in the United States is largely based on current fee-for-service models. Fee-for-service models are not based on the true cost of services provided, charges do not equal costs, and reimbursement varies based on insurer. Value-based health care is defined as patient-centered outcomes over cost of providing these services. Process mapping and time-driven activity-based costing can be used to define actual cost of services provided. Outcomes after discharge can be measured, so that the overall value of care provided can be assessed and improved based on the outcomes and costs identified.


Subject(s)
Perioperative Medicine , Humans , United States , Value-Based Health Care , Delivery of Health Care , Fee-for-Service Plans , Perioperative Care
3.
Ann Surg ; 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38258581

ABSTRACT

OBJECTIVE: To characterize the perceptions of surgeons, anesthesiologists, and geriatricians regarding perioperative CPR in surgical patients with frailty. SUMMARY BACKGROUND DATA: The population of patients undergoing surgery is growing older and more frail. Despite a growing focus on goal-concordant care, frailty assessment, and debate regarding the appropriateness of cardiopulmonary resuscitation (CPR) in patients with frailty, providers' views regarding frailty and perioperative CPR are unknown. METHODS: We performed qualitative thematic analysis of transcripts from semi-structured interviews of anesthesiologists (8), surgeons (10), and geriatricians (9) who care for high-risk surgical patients at two academic medical centers in Boston, MA. The interview guide elicited clinicians' understanding of frailty, approach to decision-making regarding perioperative CPR, and perceptions of perioperative CPR in frail surgical patients. RESULTS: We identified 5 themes: perceptions of perioperative CPR in patients with frailty vary by provider specialty; judgments regarding appropriateness of CPR in surgical patients with frailty are typically multifactorial and include patient goals, age, comorbidities, and arrest etiology; resuscitation in patients with frailty is sometimes associated with moral distress; biases such as ableism and ageism may skew clinicians' perceptions of appropriateness of perioperative CPR in patients with frailty; and evidence to guide risk stratification for patients with frailty undergoing perioperative CPR is inadequate. CONCLUSIONS: Anesthesiologists, surgeons, and geriatricians offer different accounts of frailty's relevance to judgments regarding CPR in surgical patients. Divergent views regarding frailty and perioperative CPR may impede efforts to deliver goal-concordant care and suggest a need for research to inform risk stratification, predict patient-centered outcomes, and understand the role of potential biases such as ageism and ableism.

5.
JAMA Netw Open ; 6(7): e2321465, 2023 07 03.
Article in English | MEDLINE | ID: mdl-37399014

ABSTRACT

Importance: Frailty is associated with mortality following surgery and cardiopulmonary resuscitation (CPR) for in-hospital cardiac arrest. Despite the growing focus on frailty as a basis for preoperative risk stratification and concern that CPR in patients with frailty may border on futility, the association between frailty and outcomes following perioperative CPR is unknown. Objective: To determine the association between frailty and outcomes following perioperative CPR. Design, Setting, and Participants: This longitudinal cohort study of patients used the American College of Surgeons National Surgical Quality Improvement Program, including more than 700 participating hospitals in the US, from January 1, 2015, through December 31, 2020. Follow-up duration was 30 days. Patients 50 years or older undergoing noncardiac surgery who received CPR on postoperative day 0 were included; patients were excluded if data required to determine frailty, establish outcome, or perform multivariable analyses were missing. Data were analyzed from September 1, 2022, through January 30, 2023. Exposures: Frailty defined as Risk Analysis Index (RAI) of 40 or greater vs less than 40. Outcomes and Measures: Thirty-day mortality and nonhome discharge. Results: Among the 3149 patients included in the analysis, the median age was 71 (IQR, 63-79) years, 1709 (55.9%) were men, and 2117 (69.2%) were White. Mean (SD) RAI was 37.73 (6.18), and 792 patients (25.9%) had an RAI of 40 or greater, of whom 534 (67.4%) died within 30 days of surgery. Multivariable logistic regression adjusting for race, American Society of Anesthesiologists physical status, sepsis, and emergency surgery demonstrated a positive association between frailty and mortality (adjusted odds ratio [AOR], 1.35 [95% CI, 1.11-1.65]; P = .003). Spline regression analysis demonstrated steadily increasing probability of mortality and nonhome discharge with increasing RAI above 37 and 36, respectively. Association between frailty and mortality following CPR varied by procedure urgency (AOR for nonemergent procedures, 1.55 [95% CI, 1.23-1.97]; AOR for emergent procedures, 0.97 [95% CI, 0.68-1.37]; P = .03 for interaction). An RAI of 40 or greater was associated with increased odds of nonhome discharge compared with an RAI of less than 40 (AOR, 1.85 [95% CI, 1.31-2.62]; P < .001). Conclusions and Relevance: The findings of this cohort study suggest that although roughly 1 in 3 patients with an RAI of 40 or greater survived at least 30 days following perioperative CPR, higher frailty burden was associated with increased mortality and greater risk of nonhome discharge among survivors. Identifying patients who are undergoing surgery and have frailty may inform primary prevention strategies, guide shared decision-making regarding perioperative CPR, and promote goal-concordant surgical care.


Subject(s)
Cardiopulmonary Resuscitation , Frailty , Heart Arrest , Male , Humans , Aged , Female , Frailty/epidemiology , Cohort Studies , Longitudinal Studies , Heart Arrest/epidemiology , Heart Arrest/therapy
6.
J Pain Symptom Manage ; 66(1): e35-e43, 2023 07.
Article in English | MEDLINE | ID: mdl-37023833

ABSTRACT

CONTEXT: Discussion of perioperative code status is an important element of preoperative care and a component of the American College of Surgeons' Geriatric Surgery Verification (GSV) program. Evidence suggests code status discussions (CSDs) are not routinely performed and are inconsistently documented. OBJECTIVES: Because preoperative decision making is a complex process spanning multiple providers, this study aims to utilize process mapping to highlight challenges associated with CSDs and inform efforts to improve workflows and implement elements of the GSV program. METHODS: Using process mapping, we detailed workflows relating to (CSDs) for patients undergoing thoracic surgery and a possible workflow for implementing GSV standards for goals and decision-making. RESULTS: We generated process maps for outpatient and day-of-surgery workflows relating to CSDs. In addition, we generated a process map for a potential workflow to address limitations and integrate GSV Standards for Goals and Decision Making. CONCLUSION: Process mapping highlighted challenges associated with the implementation of multidisciplinary care pathways and indicated a need for centralization and consolidation of perioperative code status documentation.


Subject(s)
Documentation , Outpatients , Humans , Aged , Workflow
7.
J Pain Symptom Manage ; 65(6): 510-520.e3, 2023 06.
Article in English | MEDLINE | ID: mdl-36736861

ABSTRACT

CONTEXT: As part of the launch of the Geriatric Surgery Verification program in 2019, the American College of Surgeons issued care standards for older patients, including requirements for preoperative documentation of patients' goals. Hospital performance on these standards prior to the Geriatric Surgery Verification program is unknown. OBJECTIVES: To assess baseline performance of the Geriatric Surgery Verification (GSV) standard for documentation of preoperative goals for older patients, and to determine factors associated with standard adherence. METHODS: Using natural language processing, this study examines the electronic health records of patients aged 65 years or older who underwent coronary artery bypass grafts (CABG) or colectomies in 2017 or 2018 at three hospitals. The primary outcome was adherence to at least one of the three components of GSV Standard 5.1, which requires preoperative documentation of overall health goals, treatment goals, and patient-centered outcomes. RESULTS: A total of 2630 operations and 2563 patients were included. At least one component of the standard was met in 307 (11.7%) operations and all three components were met in 5 (0.2%). Higher likelihood of meeting the standard was demonstrated for patients who were female (odds ratio [OR] 1.30; 95% CI 1.00-1.68), undergoing colectomy (OR 2.82; 95% CI 2.15-3.72), or with more comorbidities (Charlson scores >3 [OR 1.55; 95% CI 1.14-2.09]). CONCLUSION: Before GSV program implementation, clinicians for two major operations almost never met the GSV standard for preoperative discussion of patient goals. Interdisciplinary teams will need to adjust clinical practice to meet best-practice communication standards for older patients.


Subject(s)
Decision Making, Shared , Hospitals , Humans , Aged , Female , Male , Outcome Assessment, Health Care
9.
Int Anesthesiol Clin ; 61(2): 55-61, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36706047
10.
Ann Surg ; 277(1): 109-115, 2023 Jan 01.
Article in English | MEDLINE | ID: mdl-33351480

ABSTRACT

OBJECTIVE: To determine prevalence of documented preoperative code status discussions and postoperative outcomes (specifically mortality, readmission, and discharge disposition) of patients with completed MOLST forms before surgery. SUMMARY OF BACKGROUND DATA: A MOLST form documents patient care preference regarding treatment limitations. When considering surgery in these patients, preoperative discussion is necessary to ensure concordance of care. Little is known about prevalence of these discussions and postoperative outcomes. METHODS: A retrospective cohort study was conducted consisting of all patients having surgery during a 1-year period at a tertiary care academic center in Boston, Massachusetts. RESULTS: Among 21,787 surgical patients meeting inclusion criteria, 402 (1.8%) patients had preoperative MOLST. Within the MOLST, 224 (55.7%) patients had chosen to limit cardiopulmonary resuscitation and 214 (53.2%) had chosen to limit intubation and mechanical ventilation. Code status discussion was documented presurgery in 169 (42.0%) patients with MOLST. Surgery was elective or nonurgent for 362 (90%), and median length of stay (Q1, Q3) was 5.1 days (1.9, 9.9). The minority of patients with preoperative MOLST were discharged home [169 (42%), and 103 (25.6%) patients were readmitted within 30 days. Patients with preoperative MOLST had a 30-day mortality of 9.2% (37 patients) and cumulative 90-day mortality of 14.9% (60 patients). CONCLUSIONS: Fewer than half of surgical patients with preoperative MOLST have documented code status discussions before surgery. Given their high risk of postoperative mortality and the diversity of preferences found in MOLST, thoughtful discussion before surgery is critical to ensure concordant perioperative care.


Subject(s)
Cardiopulmonary Resuscitation , Humans , Adult , Prevalence , Retrospective Studies , Respiration, Artificial , Boston
11.
Ann Surg ; 277(5): e1150-e1156, 2023 05 01.
Article in English | MEDLINE | ID: mdl-35129471

ABSTRACT

OBJECTIVE: Examine feasibility and construct validity of Pictorial Fit-Frail scale (PFFS) for the first time in older surgical patients. BACKGROUND: The PFFS uses visual images to measure health state in 14 domains and has been previously validated in outpatient geriatric clinics. METHODS: Patients ≥65 year-old who were evaluated in a multidisciplinary thoracic surgery clinic from November 2020 to May 2021 were prospectively included. Patients completed an in-person PFFS and Vulnerable Elders Survey (VES-13) during their visit, and a frailty index was calculated from the PFFS (PFFStrans). A geriatrician performed a comprehensive geriatric assessment (CGA) either in-person or virtually, from which a Frailty Index (FI-CGA) and Frailty Questionnaire (FRAIL) scale were obtained. To assess the validity of the PFFS in this population, the Spearman rank correlations (r spearman ) between PFFS trans and VES-13, FI-CGA, FRAIL were calculated. RESULTS: All 49 patients invited to participate agreed, of which 46/49 (94%) completed the PFFS so a score could be calculated. The majority of patients (59%) underwent an in-person CGA and the reminder (41%) a virtual CGA. The cohort was mainly female (59.0%), with a median age of 77 (range: 67-90). The median PFFS trans was 0.27 (interquartile range [IQR] 0.12-0.34), PFFS was 11 (IQR 5-14), and 0.24 (IQR 0.13-0.32) for FI-CGA. We observed a strong correlation between the PFFS trans and FI-CGA (r spearman = 0.81, P < 0.001) and a moderate correlation between PFFS trans and VES-13 and FRAIL score (r spearman = 0.68 and 0.64 respectively, P < 0.001). CONCLUSIONS: PFFS had good feasibility and construct validity among older surgical patients when compared to previously validated frailty measurements.


Subject(s)
Frailty , Thoracic Surgery , Thoracic Surgical Procedures , Humans , Female , Aged , Male , Frailty/diagnosis , Frail Elderly , Ambulatory Care Facilities , Geriatric Assessment/methods
12.
Anesth Analg ; 135(6): 1159-1161, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36384012
13.
Perioper Med (Lond) ; 11(1): 41, 2022 Aug 18.
Article in English | MEDLINE | ID: mdl-35978385

ABSTRACT

OBJECTIVE: To assess the feasibility of administering the MoCA 5-minute test/Telephone (T-MoCA), an abbreviated version of the Montreal Cognitive Assessment to older adults perioperatively DESIGN: A feasibility study including patients aged ≥ 70 years scheduled for surgery from December 2020 to March 2021 SETTING: Preoperative virtual clinic PATIENTS: Patients ≥70 years undergoing major elective surgery INTERVENTION: A study investigator called eligible patients prior to surgery, obtained consent, and completed the preoperative cognitive assessment. Follow-up assessment was completed 1-month postoperatively, and participating clinicians were surveyed at the completion of the study. MEASUREMENTS: An attention test, T-MoCA, Activities of Daily Living (ADL), Instrumental Activities of Daily Living (IADL), and Generalized Anxiety Disorder 2-item (GAD-2) MAIN RESULTS: Overall, 37/40 (92.5%) patients completed the pre- and post-operative assessments. The cohort was 50% female, white (97.5%), with a median age of 76 years (interquartile range (IQR) 73-79), and education level was higher than high school in 82.5% of patients. Preoperatively, the median number of medications was 8 (IQR 7-11), 27/40 (67.5%) had medications with anticholinergic effects, and 6/40 (15%) had benzodiazepines. Median completion time of the phone assessment was 10 min (IQR 8.25-12) and 4 min (IQR 3-5) for the T-MoCA with a median T-MoCA score of 13 (IQR 12-14). Most patients (37/40) completed the post-operative assessment, and 6/37 (16.2%) reported they had experienced a change in memory or attention post-operatively. Clinician's survey reported ease and feasibility in performing T-MoCA as a preoperative cognitive evaluation. CONCLUSION: Preoperative cognitive assessment of older adults using T-MoCA over the phone is easy to perform by clinicians and had a high completion rate by patients. This test is feasible for virtual assessments. Further research is needed to better define validity and correlation with postoperative outcomes.

14.
Anesth Analg ; 135(2): 435-437, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35839500

Subject(s)
Efficiency
16.
J Surg Res ; 274: 224-231, 2022 06.
Article in English | MEDLINE | ID: mdl-35190330

ABSTRACT

INTRODUCTION: Older adults account for an increasing proportion of emergency surgical procedures and have longer hospital lengths of stay than their elective counterparts. Identifying those at greatest risk of discharge to a postacute care facility would improve postoperative planning. We aimed to examine the role of preoperative cognitive and functional status on discharge disposition after emergency surgery in older adults. METHODS: We used American College of Surgeons National Surgical Quality Improvement Program Geriatric Pilot Project data from 2014 to 2018 to identify patients ≥65 y who underwent inpatient emergency surgery. The primary outcome was nonhome discharge, defined as discharge to an acute rehabilitation facility, a skilled nursing facility, or a nonhome unskilled facility. Logistic regression controlling for patient characteristics was used to determine the association of preoperative geriatric-specific variables with nonhome discharge. RESULTS: Of 3494 patients, 53.9% were not discharged home. In multivariable analysis, a fall within the past year (odds ratio [OR] = 5.3, 95% confidence interval [CI] = 4.4-6.5) was most strongly associated with nonhome discharge. The outcome was also independently associated with preoperative use of a mobility aid (OR = 2.0, 95% CI = 1.7-2.4), partially dependent functional status (OR = 1.8, 95% CI = 1.4-2.5), and surrogate consent (OR = 1.4, 95% CI = 1.1-1.8), but not cognitive impairment (OR = 1.0, 95% CI = 0.7-1.3). CONCLUSIONS: Assessing for a history of falls and impaired mobility at the initial surgical evaluation can rapidly identify patients most likely to need postacute care. Further work is needed to assess the association between pre-existing cognitive impairment and discharge disposition after emergency surgery.


Subject(s)
Patient Discharge , Skilled Nursing Facilities , Aged , Humans , Pilot Projects , Retrospective Studies , Risk Factors
17.
Anesth Analg ; 134(3): 445-453, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35180159

ABSTRACT

BACKGROUND: As the United States moves toward value-based care metrics, it will become essential for anesthesia groups nationwide to understand the costs of their services. Time-driven activity-based costing (TDABC) estimates the amount of time it takes to perform a clinical activity by dividing complex tasks into process steps and mapping each step and has historically been used to estimate the costs of various health care services. TDABC is a tool that can be adapted for variable staffing models and the volume of service provided. Anesthesia departments often provide staffing for airway response teams (ART). The economic implications of staffing ART have not been well described. We present a TDABC model for ART activation in a tertiary-care center to estimate the cost incurred by an anesthesiology department to staff an ART. METHODS: Pages received by the Brigham and Women's Hospital ART over a 24-month time period (January 2019 to December 2020) were analyzed and categorized. The local administrative database was queried for the Current Procedural Terminology (CPT) code used to bill for emergency airway placements. Sessions were held by multiple members of the ART to create process maps for the different types of ART activations. We estimated the staffing costs using the estimated time it took for each type of ART activation as well as the data collected for local ART activations. RESULTS: From the paging records, we analyzed 3368 activations of the ART. During the study period, 1044 airways were billed for with emergency airway CPT code. The average revenue collected per airway was $198.45 (95% CI, $190-$207). For STAT/Emergency airway team activations, process maps and non-STAT airway team activations were created, and third subprocess map was created for performing endotracheal intubation. Using the TDABC, the total staffing costs are estimated to be $218,601 for the 2-year study period. The ART generated $207,181 in revenue during the study period. CONCLUSIONS: Our analysis of ART-activation pages suggests that while the revenue generated may cover the cost of staffing the team during ART activations, it does not cover consumable equipment costs. Additionally, the current fee-for-service model relies on the team being able to perform other clinical duties in addition to covering the airway pager and would be impossible to capture using traditional top-down costing methods. By using TDABC, anesthesia groups can demonstrate how certain services, such as ART, are not fully covered by current reimbursement models and how to negotiate for subsidy agreements.As the transition from traditional fee-for-service payments to value-based care models continues in the United States, improving the understanding and communication of medical care costs will be essential. In the United States, it is common for anesthesia groups to receive direct revenue from hospitals to preserve financial viability, and therefore, knowledge of true cost is essential regardless of payer model.1 With traditional payment models, what is billable and nonbillable may not reflect either the need for or the cost of providing the service. As anesthesia departments navigate the transition of care from volume to value, actual costs will be essential to understand for negotiations with hospitals for support when services are nonbillable, when revenue from payers does not cover anesthesia costs, and when calculating the appropriate share for anesthesia departments when bundled payments are distributed.


Subject(s)
Airway Management/economics , Health Care Costs , Hospital Rapid Response Team/economics , Anesthesia Department, Hospital/economics , Anesthesia Department, Hospital/organization & administration , Emergency Medical Services , Humans , Intubation, Intratracheal/economics , Personnel, Hospital/economics , Prospective Payment System , Tertiary Care Centers , United States
18.
J Am Geriatr Soc ; 70(1): 208-217, 2022 01.
Article in English | MEDLINE | ID: mdl-34668189

ABSTRACT

BACKGROUND: Older adults may have new care needs and functional limitations after surgery. Many rely on informal caregivers (unpaid family or friends) after discharge but the extent of informal support is unknown. We sought to examine the role of informal postoperative caregiving on transitions of care for older adults undergoing routine surgical procedures. MATERIALS AND METHODS: We performed a retrospective cohort study using ACS NSQIP Geriatric Pilot Project data, 2014-2018. Patients were ≥65 years and underwent an inpatient surgical procedure. Patients who lived at home alone were compared with those who lived with support from informal caregivers (family and/or friends). Primary outcomes were discharge destination (home vs. post-acute care) and readmission within 30 days. Multivariable logistic regression was used to determine the association between support at home, discharge destination, and readmission. RESULTS: Of 18,494 patients, 25% lived alone before surgery. There was no difference in loss of independence (decline in functional status or new use of mobility aid) after surgery between patients who lived alone or with others (18.7% vs. 19.5%, p = 0.24). Nevertheless, twice as many patients who lived alone were discharged to a non-home location (10.2% vs. 5.1%; OR: 2.24, CI: 1.93-2.56). Patients who lived alone and were discharged home with new informal caregivers had increased odds of readmission (OR: 1.43, CI: 1.09-1.86). CONCLUSION: Living alone independently predicts discharge to post-acute care, and patients who received new informal caregiver support at home have higher odds of readmission. These findings highlight opportunities to improve discharge planning and care.


Subject(s)
Caregivers , Patient Discharge/statistics & numerical data , Patient Readmission/statistics & numerical data , Postoperative Care/methods , Aged , Aged, 80 and over , Female , Humans , Independent Living/statistics & numerical data , Male , Retrospective Studies , Risk Factors
20.
J Clin Anesth ; 77: 110615, 2022 05.
Article in English | MEDLINE | ID: mdl-34923227

ABSTRACT

STUDY OBJECTIVE: This study aimed to assess the impact of data-driven didactic sessions on metrics including fund of knowledge, resident confidence in clinical topics, and stress in addition to American Board of Anesthesiology In-Training Examination (ITE) percentiles. DESIGN: Observational mixed-methods study. SETTING: Classroom, video-recorded e-learning. SUBJECTS: Anesthesiology residents from two academic medical centers. INTERVENTIONS: Residents were offered a data-driven didactic session, focused on lifelong learning regarding frequently asked/missed topics based on publicly-available data. MEASUREMENTS: Residents were surveyed regarding their confidence on exam topics, organization of study plan, willingness to educate others, and stress levels. Residents at one institution were interviewed post-ITE. The level and trend in ITE percentiles were compared before and after the start of this initiative using segmented regression analysis. RESULTS: Ninety-four residents participated in the survey. A comparison of pre-post responses showed an increased mean level of confidence (4.5 ± 1.6 vs. 6.2 ± 1.4; difference in means 95% CI:1.7[1.5,1.9]), sense of study organization (3.8 ± 1.6 vs. 6.7 ± 1.3;95% CI:2.8[2.5,3.1]), willingness to educate colleagues (4.0 ± 1.7 vs. 5.7 ± 1.9;95% CI:1.7[1.4,2.0]), and reduced stress levels (5.9 ± 1.9 vs. 5.2 ± 1.7;95% CI:-0.7[-1.0,-0.4]) (all p < 0.001). Thirty-one residents from one institution participated in the interviews. Interviews exhibited qualitative themes associated with increased fund of knowledge, accessibility of high-yield resources, and domains from the Kirkpatrick Classification of an educational intervention. In an assessment of 292 residents from 2012 to 2020 at one institution, there was a positive change in mean ITE percentile (adjusted intercept shift [95% CI] 11.0[3.6,18.5];p = 0.004) and trajectory over time after the introduction of data-driven didactics. CONCLUSION: Data-driven didactics was associated with improved resident confidence, stress, and factors related to wellness. It was also associated with a change from a negative to positive trend in ITE percentiles over time. Future assessment of data-driven didactics and impact on resident outcomes are needed.


Subject(s)
Anesthesiology , Internship and Residency , Anesthesiology/education , Clinical Competence , Educational Measurement/methods , Educational Status , Humans , United States
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