Screening for Intimate Partner Violence in Trauma: Results of a Quality Improvement Project.

INTRODUCTION: Intimate partner violence (IPV) is common, especially among patients presenting with traumatic injury. We implemented an IPV screening program for patients admitted after trauma. We sought to determine whether specific demographic or clinical characteristics were associated with being screened or not screened for IPV and with IPV screen results. METHODS: Retrospective cohort study evaluating all patients admitted after trauma from July 2020-July 2022 in an Adult Level 1 Trauma Center. RESULTS: There were 4147 admissions following traumatic injury, of which 70% were men and 30% were women. The cohort was 46% White, 20% Asian, 15% Black, and 17% other races. Twenty-three percent were Hispanic or Latino/a. Seventy-seven percent were admitted for blunt injuries and 16% for penetrating injuries. Thirteen percent (n = 559) of the cohort was successfully screened for IPV. Screening rates did not differ by gender, race, or ethnicity. After adjustment for demographic and clinical factors, patients admitted to the intensive care unit were significantly less likely to be screened. Of the screened patients, 30% (165) screened positive. These patients were more commonly Hispanic or Latino/a, insured by Medicaid and presented with a penetrating injury. There were no differences in injury severity in patients who screened positive versus those who screened negative. CONCLUSIONS: There are significant barriers to universal screening for IPV, including injury acuity, in patients admitted following trauma. However, the 30% rate of positive screens for IPV in patients admitted following trauma highlights the urgent need to understand and address barriers to screening in trauma settings to enable universal screening.

Association of Race and Ethnicity With Postoperative Gabapentinoid and Opioid Prescribing Trends for Older Adults.

BACKGROUND: Disparities in opioid prescribing by race/ethnicity have been described in many healthcare settings, with White patients being more likely to receive an opioid prescription than other races studied. As surgeons increase prescribing of nonopioid medications in response to the opioid epidemic, it is unknown whether postoperative prescribing disparities also exist for these medications, specifically gabapentinoids. METHODS: We conducted a retrospective cohort study using a 20% Medicare sample for 2013-2018. We included patients ≥66 years without prior gabapentinoid use who underwent one of 14 common surgical procedures. The primary outcome was the proportion of patients prescribed gabapentinoids at discharge among racial and ethnic groups. Secondary outcomes were days' supply of gabapentinoids, opioid prescribing at discharge, and oral morphine equivalent (OME) of opioid prescriptions. Trends over time were constructed by analyzing proportion of postoperative prescribing of gabapentinoids and opioids for each year. For trends by year by racial/ethnic groups, we ran a multivariable logistic regression with an interaction term of procedure year and racial/ethnic group. RESULTS: Of the 494,922 patients in the cohort (54% female, 86% White, 5% Black, 5% Hispanic, mean age 73.7 years), 3.7% received a new gabapentinoid prescription. Gabapentinoid prescribing increased over time for all groups and did not differ significantly among groups (P = 0.13). Opioid prescribing also increased, with higher proportion of prescribing to White patients than to Black and Hispanic patients in every year except 2014. CONCLUSIONS: We found no significant prescribing variation of gabapentinoids in the postoperative period between racial/ethnic groups. Importantly, we found that despite national attention to disparities in opioid prescribing, variation continues to persist in postoperative opioid prescribing, with a higher proportion of White patients being prescribed opioids, a difference that persisted over time.

Limited English Proficiency Associated With Suboptimal Pain Assessment in Hospitalized Trauma Patients.

INTRODUCTION: Traumatic injury causes significant acute and chronic pain, and accurate pain assessment is foundational to optimal pain control. Prior literature has revealed disparities in the treatment of pain by race and ethnicity, but the effect of patient language on pain assessment remains unknown. We aimed to investigate the relationship between Limited English Proficiency (LEP) in pain assessment frequency and pain score magnitude for hospitalized trauma patients. METHODS: We conducted a cross-sectional, retrospective study including all hospitalized adult trauma patients from 2012 to 2018 at a single urban Level-1 trauma center. Patient language, 0-10 Numeric Rating Scale (NRS) pain scores, and demographic and clinical covariates were extracted from the electronic medical record. We used multivariable negative binomial regressions to compare NRS pain assessment frequency and multivariable linear regression to compare NRS pain score magnitude between LEP and English Proficient patients. RESULTS: Between 2012 and 2018, 9754 English proficient and 1878 LEP patients were hospitalized for traumatic injury. In multivariable models adjusted for demographic and injury characteristics, LEP patients had 2.4 fewer pain assessments per day compared to English proficient patients (7.21 versus 9.61, P = 0.001). Excluding days spent in the ICU, LEP patients had 2.6 fewer assessments per day (9.28 versus 11.88, P = 0.001). Median pain scores were lower in the LEP group (2.2 versus 3.61, P < 0.001), with a difference of 1.19 points in adjusted multivariable models. CONCLUSIONS: Compared to English Proficient patients, LEP patients had fewer pain assessments and lower NRS scores. Differences in pain assessment by patient language may be associated with disparities in pain management and morbidity.

Association of Race/Ethnicity With Substance Use Testing After Trauma: A Cross-Sectional Study.

INTRODUCTION: Race/ethnicity has been strongly associated with substance use testing but little is known about this association in injured patients. We sought to identify trends and associations between race/ethnicity and urine toxicology (UTox) or Blood Alcohol Concentration (BAC) testing in a diverse population after trauma. MATERIALS AND METHODS: We conducted a retrospective cross-sectional study of adult trauma patients admitted to a single Level-1 trauma center from 2012 to 2019. The prevalence of substance use testing was evaluated over time and analyzed using a multivariable logistic regression, with a subgroup analysis to evaluate the interaction of English language proficiency with race/ethnicity in the association of substance use testing. RESULTS: A total of 15,556 patients (40% White, 13% Black, 24% Latinx, 20% Asian, and 3% Native or Unknown) were included. BAC testing was done in 63.2% of all patients and UTox testing was done in 39.2%. The prevalence of substance use testing increased over time across all racial/ethnic groups. After adjustment, Latinx patients had higher odds of receiving a BAC test and Black patients had higher odds of receiving a UTox test (P < 0.001 and P < 0.001, respectively) compared to White patients. Asian patients had decreased odds of undergoing a UTox or BAC test compared to White patients (P < 0.001 and P < 0.001, respectively). Patients with English proficiency had higher odds of undergoing substance use testing compared to those with limited English proficiency (P < 0.001). CONCLUSIONS: Despite an increase in substance use testing over time, inequitable testing remained among racial/ethnic minorities. More work is needed to combat racial/ethnic disparities in substance use testing.

The Association of Limited English Proficiency With Morbidity and Mortality After Trauma.

INTRODUCTION: Disparities following traumatic injury by race/ethnicity and insurance status are well-documented. However, the relationship between limited English proficiency (LEP) and outcomes after trauma is poorly understood. This study describes the association between LEP and morbidity and mortality after traumatic injury. METHODS: A retrospective cohort study was conducted of adult trauma patients admitted to a level 1 trauma center from 2012 to 2018. Morbidity (length of stay [LOS], intensive care unit admission, intensive care unit LOS, discharge destination) and in-hospital mortality for LEP and English proficient (EP) patients were compared using univariate and multivariable logistic and generalized linear models controlling for patient demographics (age, sex, race/ethnicity, insurance) and clinical characteristics (mechanism, activation level, Glasgow Coma Scale, Injury Severity Score, traumatic brain injury). RESULTS: Of the 13,104 patients, 16% were LEP patients. LEP languages included Chinese (44%) and Spanish (38%), and 18% categorized as "Other," including 33 languages. In multivariable models, LEP was statistically significantly associated with increased hospital LOS (P = 0.003) and increased discharge to home with home health services (P = 0.042) or to skilled nursing facility/rehabilitation (P = 0.006). Mortality rate was 7% for LEP versus 4% for EP patients (P < 0.0001). In multivariable analysis, speaking an LEP language other than Chinese or Spanish was statistically significantly associated with increased mortality compared to EP (P = 0.006). CONCLUSIONS: Following traumatic injury, LEP patients experience increased hospital LOS and are more frequently discharged to home with home health services or to skilled nursing facilities/rehabilitation. LEP patients speaking languages other than Chinese or Spanish experience increased mortality compared to EP patients.

Designing an Intimate Partner Violence Screening Program for Surgical Residents in Trauma.

BACKGROUND: Intimate partner violence (IPV) commonly affects surgical patients, particularly trauma patients. However, baseline knowledge of IPV is poor among surgeons and screening is variable. We designed a project to educate surgical residents on IPV and standardize screening in all trauma patients. MATERIALS AND METHODS: Quality improvement frameworks and the Modified Provider Survey were used to examine residents' attitudes and behaviors regarding IPV at a level one trauma center. An educational curriculum was designed with a trainee-led, multidisciplinary team to address knowledge gaps, barriers, and relevant reporting laws, and provide framing language that normalized screening. RESULTS: Fifty-seven surgical residents (64% response rate) spanning post-graduate years 1-7 completed surveys. All respondents believed IPV was relevant to their patients, yet only 4% correctly identified the prevalence of IPV. Only 15% felt comfortable screening for IPV and 75% felt they had received inadequate training. The most common barriers to screening were insufficient knowledge of community resources and what to do if patients screened positive. Most residents grossly underestimated the incidence of IPV and 19% believe healthcare providers have a limited role in being able to help IPV victims. There were no significant differences in responses between male and female residents or among residents from different postgraduate levels. CONCLUSIONS: Surgical residents believe IPV is relevant, but few feel they have adequate training. Residents vastly underestimated the societal prevalence of IPV and the majority never screened patients for IPV. A residency-wide curriculum can address common misperceptions and perceived barriers.

Instilling Resiliency in Surgical Education: The Benefits of Longitudinal Medical Student Learning.

The longitudinal clerkship has been recognized as an innovative, unique model in medical education that demonstrates significantly higher student and preceptor satisfaction with comparable long-term outcomes like performance on standardized examinations. At the center of this model is the student-preceptor relationship, which promotes effective student-directed learning and personal and professional relationships with established faculty mentors. The University of California, San Francisco (UCSF) has two clerkships models: a traditional or "block" model consisting of 2-month sequential clinical rotations in seven core clerkships, and a longitudinal model that integrates parallel out-patient clinical experiences over the entire year with one-on-one faculty preceptors from each core discipline with focused 2-week intensive inpatient rotations. In the setting of the Covid-19 pandemic beginning in Spring of 2020, this arrangement allowed for a natural experiment to evaluate the resiliency of the respective models in the face of unprecedented disruptions in education and healthcare delivery. As described in this perspective, both clerkships required rapid pivots; however, students enrolled in the longitudinal clerkship were more likely to develop stronger relationships with surgical faculty and felt more prepared for making career choices. Medical school curricula may benefit from incorporating longitudinal components, as this model provided flexibility and fostered greater faculty-student mentorship in the setting of disruption to medical education.

Patient Perceptions on Barriers and Facilitators to Accessing Low-acuity Surgery During COVID-19 Pandemic.

BACKGROUND: The onset of the COVID-19 pandemic led to the postponement of low-acuity surgical procedures in an effort to conserve resources and ensure patient safety. This study aimed to characterize patient-reported concerns about undergoing surgical procedures during the pandemic. METHODS: We administered a cross-sectional survey to patients who had their general and plastic surgical procedures postponed at the onset of the pandemic, asking about barriers to accessing surgical care. Questions addressed dependent care, transportation, employment and insurance status, as well as perceptions of and concerns about COVID-19. Mixed methods and inductive thematic analyses were conducted. RESULTS: One hundred thirty-five patients were interviewed. We identified the following patient concerns: contracting COVID-19 in the hospital (46%), being alone during hospitalization (40%), facing financial stressors (29%), organizing transportation (28%), experiencing changes to health insurance coverage (25%), and arranging care for dependents (18%). Nonwhite participants were 5 and 2.5 times more likely to have concerns about childcare and transportation, respectively. Perceptions of decreased hospital safety and the consequences of possible COVID-19 infection led to delay in rescheduling. Education about safety measures and communication about scheduling partially mitigated concerns about COVID-19. However, uncertainty about timeline for rescheduling and resolution of the pandemic contributed to ongoing concerns. CONCLUSIONS: Providing effective surgical care during this unprecedented time requires both awareness of societal shifts impacting surgical patients and system-level change to address new barriers to care. Eliciting patients' perspectives, adapting processes to address potential barriers, and effectively educating patients about institutional measures to minimize in-hospital transmission of COVID-19 should be integrated into surgical care.

Cultural influences on willingness to donate organs among urban native Americans.

BACKGROUND: The need for organ donation is substantial among Native Americans, driven by the disproportionate burden of ESRD. Due to the dearth of knowledge about willingness to donate (WTD) among urban Native Americans, a group that represents over half of the US Native population, we aimed to examine factors affecting donation. METHODS: We conducted a cross-sectional survey of a convenience sample, using a questionnaire developed specifically for this study using community-based participatory research. The questionnaire was designed to be culturally relevant to the Native community, based on questions from three previously validated instruments and developed through one-on-one interviews. We performed logistic regression to associate survey answers with WTD. RESULTS: Seventy percent of our 183 respondents stated that they would be willing to have their organs donated after death; however, only 41% were already registered as an organ donor on their driver's license. Logistic regression analysis found specific items in domains of trust of the medical community and spirituality most closely associated with WTD. Sixty-two percent of Native Americans surveyed reported they would not donate organs because they distrust the medical community. DISCUSSION: Our findings suggest multiple areas of focus for increasing organ donation within this subset of the diverse Native community. Efforts to promote donation should be aimed at building trust in the medical community.

Impact of Cost Display on Ordering Patterns for Hospital Laboratory and Imaging Services.

BACKGROUND: Physicians "purchase" many health care services on behalf of patients yet remain largely unaware of the costs of these services. Electronic health record (EHR) cost displays may facilitate cost-conscious ordering of health services. OBJECTIVE: To determine whether displaying hospital lab and imaging order costs is associated with changes in the number and costs of orders placed. DESIGN: Quasi-experimental study. PARTICIPANTS: All patients with inpatient or observation encounters across a multi-site health system from April 2013 to October 2015. INTERVENTION: Display of order costs, based on Medicare fee schedules, in the EHR for 1032 lab tests and 1329 imaging tests. MAIN MEASURES: Outcomes for both lab and imaging orders were (1) whether an order was placed during a hospital encounter, (2) whether an order was placed on a given patient-day, (3) number of orders placed per patient-day, and (4) cost of orders placed per patient-day. KEY RESULTS: During the lab and imaging study periods, there were 248,214 and 258,267 encounters, respectively. Cost display implementation was associated with a decreased odds of any lab or imaging being ordered during the encounter (lab adjusted odds ratio [AOR] = 0.97, p = .01; imaging AOR = 0.97, p < .001), a decreased odds of any lab or imaging being ordered on a given patient-day (lab AOR = 0.95, p < .001; imaging AOR = 0.97, p < .001), a decreased number of lab or imaging orders on patient-days with orders (lab adjusted count ratio = 0.93, p < .001; imaging adjusted count ratio = 0.98, p < .001), and a decreased cost of lab orders and increased cost of imaging orders on patient-days with orders (lab adjusted cost ratio = 0.93, p < .001; imaging adjusted cost ratio = 1.02, p = .003). Overall, the intervention was associated with an 8.5 and 1.7% reduction in lab and imaging costs per patient-day, respectively. CONCLUSIONS: Displaying costs within EHR ordering screens was associated with decreases in the number and costs of lab and imaging orders.

Impact of laboratory cost display on resident attitudes and knowledge about costs.

AIM: Cost awareness has been proposed as a strategy for curbing the continued rise of healthcare costs. However, most physicians are unaware of the cost of diagnostic tests, and interventions have had mixed results. We sought to assess resident physician cost awareness following sustained visual display of costs into electronic health record (EHR) order entry screens. STUDY DESIGN: We completed a preintervention and postintervention web-based survey. Participants were physicians in internal medicine, paediatrics, combined medicine and paediatrics, obstetrics and gynaecology, emergency medicine, and orthopaedic surgery at one tertiary co are academic medical centre. Costs were displayed in the EHR for 1032 unique laboratory orders. We measured attitudes towards costs and estimates of Medicare reimbursement rates for 11 common laboratory and imaging tests. RESULTS: We received 209 survey responses during the preintervention period (response rate 71.1%) and 194 responses during the postintervention period (response rate 66.0%). The proportion of residents that agreed/strongly agreed that they knew the costs of tests they ordered increased after the cost display (8.6% vs 38.2%; p<0.001). Cost estimation accuracy among residents increased after the cost display from 24.0% to 52.4% for laboratory orders (p<0.001) and from 37.7% to 49.6% for imaging orders (p<0.001). CONCLUSIONS: Resident cost awareness and ability to accurately estimate laboratory order costs improved significantly after implementation of a comprehensive EHR cost display for all laboratory orders. The improvement in cost estimation accuracy for imaging orders, which did not have costs displayed, suggested a possible spillover effect generated by providing a cost context for residents.

Discharge Opioid Over- and Underprescription to Patients after General Surgery: A Retrospective Cohort Study.

BACKGROUND: Although postoperative opioid overprescription has been well studied, little is known about opioid underprescription. This study aims to determine the extent of improper discharge opioid prescription in patients undergoing general surgery procedures. STUDY DESIGN: This retrospective cohort study investigated opioid-naïve adult patients who underwent inpatient general surgery at an academic medical center between June 2012 and December 2019. The primary outcome was the difference between individual patient's inpatient daily oral morphine milligram equivalent (MME) 24 hours before discharge and patient's prescribed daily MME at discharge. The data were analyzed using chi-square, Mann-Whitney, Wilcoxon, and Kruskal-Wallis tests and multivariable logistic regression. RESULTS: Among 5,531 patients, 58.1% had opioid overprescription, and 22.4% had opioid underprescription. Median prescribed daily MME was 311% of median inpatient daily MME in overprescribed patients and 56.3% of median inpatient daily MME in underprescribed patients. About half (52.3%) of patients who consumed no opioids on the day before discharge were opioid overprescribed, and 69.9% of patients who required inpatient daily opioid of >100 MME were opioid underprescribed. Opioid-underprescribed patients had an increased opioid refill rate 1 to 30 days after discharge, whereas opioid-overprescribed patients had an increased refill rate 31 to 60 days after discharge. From 2017 to 2019, the percentage of overprescribed patients decreased by 35.8%, but the percentage of underprescribed patients increased by 42.4%. CONCLUSIONS: Although avoiding postoperative opioid overprescription remains imperative, preventing postoperative opioid underprescription is also essential. We recommend using a patient-centered approach to match the daily dose of opioid prescription with each patient's inpatient daily opioid consumption.

Experiences with targeting inpatient advance care planning for emergency general surgery patients: A resident-led quality improvement project.

BACKGROUND: For patients who may permanently or temporarily lose their ability to communicate preferences, advance care planning is a critical mechanism to guide medical decision-making but is currently underused among surgical patients. METHODS: A resident-led quality improvement project, including education and performance measurement, was conducted on an emergency general surgery service to increase the completion of inpatient advance care planning notes using a specialized template in the electronic health record. Advance care planning documentation was defined as either preadmission advance care planning documentation (eg, advance directive) or inpatient advance care planning (use of the electronic health record template). Data from patients admitted to the emergency general surgery service for 12+ hours were analyzed, and baseline data (July 2020 to June 2021) were compared with data from the intervention period (July 2021 to June 2022). The chart review evaluated the content of the inpatient advance care planning documentation from the intervention period. RESULTS: The frequency of inpatient advance care planning documentation increased (9.3%, n = 56 to 16.6%, n = 92, P < .001) with a greater contribution of inpatient advance care planning notes by the surgery team (16.7% to 55.4%) in the intervention period. Content analysis indicated that 79.0% of inpatient advance care planning notes listed preferences for life-sustaining therapy, 78.3% listed surrogacy, 57.3% listed overall health goals, and 50.3% listed treatment goals specific to the surgical encounter. CONCLUSION: Although a resident-led quality improvement project contributed to greater adoption of standardized inpatient advance care planning documentation on an emergency general surgery service, progress was slow, and integration into standard work was not achieved. Future efforts are needed to better understand the integration of essential advance care planning elements into workflows and to establish inclusive educational programming to prepare all team members for conducting and documenting advance care planning conversations.

Disparities in advance care planning rates persist among emergency general surgery patients: Current state and recommendations for improvement.

BACKGROUND: Unanticipated changes in health status and worsening of chronic conditions often prompt the need to consider emergency general surgery (EGS). Although discussions about goals of care may promote goal-concordant care and reduce patient and caregiver depression and anxiety, these conversations, as well as standardized documentation, remain infrequent for EGS patients. METHODS: We conducted a retrospective cohort study using electronic health record data from patients admitted to an EGS service at a tertiary academic center to determine the prevalence of clinically meaningful advance care planning (ACP) documentation (conversations and legal ACP forms) during the EGS hospitalization. Multivariable regression was performed to identify patient, clinician, and procedural factors associated with the lack of ACP. RESULTS: Among 681 patients admitted to the EGS service in 2019, only 20.1% had ACP documentation in the electronic health record at any time point during their hospitalization (of those, 75.5% completed before and 24.5% completed during admission). Two thirds (65.8%) of the total cohort had surgery during their admission, but none of them had a documented ACP conversation with the surgical team preoperatively. Patients with ACP documentation tended to have Medicare insurance (adjusted odds ratio, 5.06; 95% confidence interval, 2.09-12.23; p < 0.001) and had greater burden of comorbid conditions (adjusted odds ratio, 4.19; 95% confidence interval, 2.55-6.88; p < 0.001). CONCLUSION: Adults experiencing a significant, often abrupt change in health status leading to an EGS admission are infrequently engaged in ACP conducted by the surgical team. This is a critical missed opportunity to promote patient-centered care and to communicate patients' care preferences to the surgical and other inpatient medical teams. LEVEL OF EVIDENCE: Therapeutic/Care Management; Level IV.

Trends in the Use of Gabapentinoids and Opioids in the Postoperative Period Among Older Adults.

Importance: In response to the opioid epidemic, recommendations from some pain societies have encouraged surgeons to embrace multimodal pain regimens with the intent of reducing opioid use in the postoperative period, including by prescribing gabapentinoids. Objective: To describe trends in postoperative prescribing of both gabapentinoids and opioids after a variety of surgical procedures by examining nationally representative Medicare data and further understand variation by procedure. Design, Setting, and Participants: This serial cross-sectional study of gabapentinoid prescribing from January 1, 2013, through December 31, 2018, used a 20% US Medicare sample. Gabapentinoid-naive patients 66 years or older undergoing 1 of 14 common noncataract surgical procedures performed in older adults were included. Data were analyzed from April 2022 to April 2023. Exposure: One of 14 common surgical procedures in older adults. Main Outcomes and Measures: Rate of postoperative prescribing of gabapentinoids and opioids, defined as a prescription filled between 7 days before the procedure and 7 days after discharge from surgery. Additionally, concomitant prescribing of gabapentinoids and opioids in the postoperative period was assessed. Results: The total study cohort included 494 922 patients with a mean (SD) age of 73.7 (5.9) years, 53.9% of whom were women and 86.0% of whom were White. A total of 18 095 patients (3.7%) received a new gabapentinoid prescription in the postoperative period. Of those receiving a new gabapentinoid prescription, 10 956 (60.5%) were women and 15 529 (85.8%) were White. After adjusting for age, sex, race and ethnicity, and procedure type in each year, the rate of new postoperative gabapentinoid prescribing increased from 2.3% (95% CI, 2.2%-2.4%) in 2014 to 5.2% (95% CI, 5.0%-5.4%) in 2018 (P < .001). While there was variation between procedure types, almost all procedures saw an increase in both gabapentinoid and opioid prescribing. In this same period, opioid prescribing increased from 56% (95% CI, 55%-56%) to 59% (95% CI, 58%-60%) (P < .001). Concomitant prescribing also increased from 1.6% (95% CI, 1.5%-1.7%) in 2014 to 4.1% (95% CI, 4.0%-4.3%) in 2018 (P < .001). Conclusions and Relevance: The findings of this cross-sectional study of Medicare beneficiaries suggest that new postoperative gabapentinoid prescribing increased without a subsequent downward trend in the proportion of patients receiving postoperative opioids and a near tripling of concurrent prescribing. Closer attention needs to be paid to postoperative prescribing for older adults, especially when using multiple types of medications, which can have adverse drug events.

A behavioral intervention to promote use of multimodal pain medication for hospitalized patients: A randomized controlled trial.

BACKGROUND: The use of nonsteroidal anti-inflammatory drugs (NSAIDs) can reduce pain and has become a core strategy to decrease opioid use, but there is a lack of data to describe encouraging use when admitting patients using electronic health record systems. OBJECTIVE: Assess an electronic health record system to increase ordering of NSAIDs for hospitalized adults. DESIGNS, SETTINGS AND PARTICIPANTS: We performed a cluster randomized controlled trial of clinicians admitting adult patients to a health system over a 9-month period. Clinicians were randomized to use a standard admission order set. INTERVENTION: Clinicians in the intervention arm were required to actively order or decline NSAIDs; the control arm was shown the same order but without a required response. MAIN OUTCOME AND MEASURES: The primary outcome was NSAIDs ordered and administered by the first full hospital day. Secondary outcomes included pain scores and opioid prescribing. RESULTS: A total of 20,085 hospitalizations were included. Among these hospitalizations, patients had a mean age of 58 years, and a Charlson comorbidity score of 2.97, while 50% and 56% were female and White, respectively. Overall, 52% were admitted by a clinician randomized to the intervention arm. NSAIDs were ordered in 2267 (22%) interventions and 2093 (22%) control admissions (p = .10). Similarly, there were no statistical differences in NSAID administration, pain scores, or opioid prescribing. Average pain scores (0-5 scale) were 3.36 in the control group and 3.39 in the intervention group (p = .46). There were no differences in clinical harms. CONCLUSIONS AND RELEVANCE: Requiring an active decision to order an NSAID at admission had no demonstrable impact on NSAID ordering. Multicomponent interventions, perhaps with stronger decision support, may be necessary to encourage NSAID ordering.

Large Language Model-Based Chatbot vs Surgeon-Generated Informed Consent Documentation for Common Procedures.

Importance: Informed consent is a critical component of patient care before invasive procedures, yet it is frequently inadequate. Electronic consent forms have the potential to facilitate patient comprehension if they provide information that is readable, accurate, and complete; it is not known if large language model (LLM)-based chatbots may improve informed consent documentation by generating accurate and complete information that is easily understood by patients. Objective: To compare the readability, accuracy, and completeness of LLM-based chatbot- vs surgeon-generated information on the risks, benefits, and alternatives (RBAs) of common surgical procedures. Design, Setting, and Participants: This cross-sectional study compared randomly selected surgeon-generated RBAs used in signed electronic consent forms at an academic referral center in San Francisco with LLM-based chatbot-generated (ChatGPT-3.5, OpenAI) RBAs for 6 surgical procedures (colectomy, coronary artery bypass graft, laparoscopic cholecystectomy, inguinal hernia repair, knee arthroplasty, and spinal fusion). Main Outcomes and Measures: Readability was measured using previously validated scales (Flesh-Kincaid grade level, Gunning Fog index, the Simple Measure of Gobbledygook, and the Coleman-Liau index). Scores range from 0 to greater than 20 to indicate the years of education required to understand a text. Accuracy and completeness were assessed using a rubric developed with recommendations from LeapFrog, the Joint Commission, and the American College of Surgeons. Both composite and RBA subgroup scores were compared. Results: The total sample consisted of 36 RBAs, with 1 RBA generated by the LLM-based chatbot and 5 RBAs generated by a surgeon for each of the 6 surgical procedures. The mean (SD) readability score for the LLM-based chatbot RBAs was 12.9 (2.0) vs 15.7 (4.0) for surgeon-generated RBAs (P = .10). The mean (SD) composite completeness and accuracy score was lower for surgeons' RBAs at 1.6 (0.5) than for LLM-based chatbot RBAs at 2.2 (0.4) (P < .001). The LLM-based chatbot scores were higher than the surgeon-generated scores for descriptions of the benefits of surgery (2.3 [0.7] vs 1.4 [0.7]; P < .001) and alternatives to surgery (2.7 [0.5] vs 1.4 [0.7]; P < .001). There was no significant difference in chatbot vs surgeon RBA scores for risks of surgery (1.7 [0.5] vs 1.7 [0.4]; P = .38). Conclusions and Relevance: The findings of this cross-sectional study suggest that despite not being perfect, LLM-based chatbots have the potential to enhance informed consent documentation. If an LLM were embedded in electronic health records in a manner compliant with the Health Insurance Portability and Accountability Act, it could be used to provide personalized risk information while easing documentation burden for physicians.

Electronic health record intervention to increase use of NSAIDs as analgesia for hospitalised patients: a cluster randomised controlled study.

BACKGROUND: Prescribing non-opioid pain medications, such as non-steroidal anti-inflammatory (NSAIDs) medications, has been shown to reduce pain and decrease opioid use, but it is unclear how to effectively encourage multimodal pain medication prescribing for hospitalised patients. Therefore, the aim of this study is to evaluate the effect of prechecking non-opioid pain medication orders on clinician prescribing of NSAIDs among hospitalised adults. METHODS: This was a cluster randomised controlled trial of adult (≥18 years) hospitalised patients admitted to three hospital sites under one quaternary hospital system in the USA from 2 March 2022 to 3 March 2023. A multimodal pain order panel was embedded in the admission order set, with NSAIDs prechecked in the intervention group. The intervention group could uncheck the NSAID order. The control group had access to the same NSAID order. The primary outcome was an increase in NSAID ordering. Secondary outcomes include NSAID administration, inpatient pain scores and opioid use and prescribing and relevant clinical harms including acute kidney injury, new gastrointestinal bleed and in-hospital death. RESULTS: Overall, 1049 clinicians were randomised. The study included 6239 patients for a total of 9595 encounters. Both NSAID ordering (36 vs 43%, p<0.001) and administering (30 vs 34%, p=0.001) by the end of the first full hospital day were higher in the intervention (prechecked) group. There was no statistically significant difference in opioid outcomes during the hospitalisation and at discharge. There was a statistically but perhaps not clinically significant difference in pain scores during both the first and last full hospital day. CONCLUSIONS: This cluster randomised controlled trial showed that prechecking an order for NSAIDs to promote multimodal pain management in the admission order set increased NSAID ordering and administration, although there were no changes to pain scores or opioid use. While prechecking orders is an important way to increase adoption, safety checks should be in place.

Prospective validation and application of the Trauma-Specific Frailty Index: Results of an American Association for the Surgery of Trauma multi-institutional observational trial.

BACKGROUND: The frailty index is a known predictor of adverse outcomes in geriatric patients. Trauma-Specific Frailty Index (TSFI) was created and validated at a single center to accurately identify frailty and reliably predict worse outcomes among geriatric trauma patients. This study aims to prospectively validate the TSFI in a multi-institutional cohort of geriatric trauma patients. METHODS: This is a prospective, observational, multi-institutional trial across 17 American College of Surgeons Levels I, II, and III trauma centers. All geriatric trauma patients (65 years and older) presenting during a 3-year period were included. Frailty status was measured within 24 hours of admission using the TSFI (15 variables), and patients were stratified into nonfrail (TSFI, ≤0.12), prefrail (TSFI, 0.13-0.25), and frail (TSFI, >0.25) groups. Outcome measures included index admission mortality, discharge to rehabilitation centers or skilled nursing facilities (rehab/SNFs), and 3-month postdischarge readmissions, fall recurrences, complications, and mortality among survivors of index admission. RESULTS: A total of 1,321 geriatric trauma patients were identified and enrolled for validation of TSFI (nonfrail, 435 [33%]; prefrail, 392 [30%]; frail, 494 [37%]). The mean ± SD age was 77 ± 8 years; the median (interquartile range) Injury Severity Score was 9 (5-13). Overall, 179 patients (14%) had a major complication, 554 (42%) were discharged to rehab/SNFs, and 63 (5%) died during the index admission. Compared with nonfrail patients, frail patients had significantly higher odds of mortality (adjusted odds ratio [aOR], 1.93; p = 0.018), major complications (aOR, 3.55; p < 0.001), and discharge to rehab/SNFs (aOR, 1.98; p < 0.001). In addition, frailty was significantly associated with higher adjusted odds of mortality, major complications, readmissions, and fall recurrence at 3 months postdischarge ( p < 0.05). CONCLUSION: External applicability of the TSFI (15 variables) was evident at a multicenter cohort of 17 American College of Surgeons trauma centers in geriatric trauma patients. The TSFI emerged as an independent predictor of worse outcomes, both in the short-term and 3-month postdischarge. LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level III.