Text And Telephone Screening And Referral Improved Detection And Treatment Of Maternal Mental Health Conditions.

Effective screening and referral practices for perinatal mental health disorders, perinatal substance use disorders (SUDs), and intimate partner violence are greatly needed to reduce maternal morbidity and mortality. We conducted a randomized controlled trial from January 2021 to April 2023 comparing outcomes between Listening to Women and Pregnant and Postpartum People (LTWP), a text- and telephone-based screening and referral program, and usual care in-person screening and referral within the perinatal care setting. Participants assigned to LTWP were three times more likely to be screened compared with those assigned to usual care. Among participants completing a screen, those assigned to LTWP were 3.1 times more likely to screen positive, 4.4 times more likely to be referred to treatment, and 5.7 times more likely to attend treatment compared with those assigned to usual care. This study demonstrates that text- and telephone-based screening and referral systems may improve rates of screening, identification, and attendance to treatment for perinatal mental health disorders and perinatal SUDs compared with traditional in-person screening and referral systems. System-level changes and complementary policies and insurance payments to support adoption of effective text- and telephone-based screening and referral programs are needed.

Rural-Urban Differences in Mortality among Mechanically Ventilated Patients in Intensive and Intermediate Care.

RATIONALE: Intermediate care (also termed "step-down" or "moderate care") has been proposed as a lower-cost alternative to care for patients who may not clearly benefit from intensive care unit (ICU) admission. Intermediate care units may be appealing to hospitals in financial crisis, including those in rural areas. Outcomes of patients receiving intermediate care are not widely described. OBJECTIVE: To examine relationships between rurality, location of care, and mortality for mechanically ventilated patients. METHODS: Medicare beneficiaries aged 65 and over who received invasive mechanical ventilation between 2010 to 2019 were included. Multivariable logistic regression was used to estimate the association between admission to rural or urban hospital and 30-day mortality with separate analyses for patients in general, intermediate, and intensive care. Models were adjusted for age, sex, area deprivation index, primary diagnosis, severity of illness, year, comorbidities, and hospital volume. RESULTS: There were 2,752,492 hospitalizations for patients receiving mechanical ventilation from 2010 to 2019, and 193,745 patients (7.0%) were in rural hospitals. The proportion of patients in rural intermediate care increased from 4.1% in 2010 to 6.3% in 2019. Patient admissions to urban hospitals remained relatively stable. Patients in rural and urban ICUs had similar adjusted 30-day mortality, 46.7%, (adjusted absolute risk difference -0.1, 95% CI -0.7-0.6, p = 0.88). However, adjusted 30-day mortality for patients in rural intermediate care was significantly higher (37.0%) than for patients in urban intermediate care (31.3%) (adjusted absolute risk difference 5.6%, 95% CI 3.7%-7.6%, p < 0.001). CONCLUSIONS: Hospitalization in rural intermediate care was associated with increased mortality. There is a need to better understand how intermediate care is used across hospitals and to carefully evaluate the types of patients admitted to intermediate care units.

Pulmonologists' Perspectives on and Access to Palliative Care for Patients With Idiopathic Pulmonary Fibrosis in South Carolina.

Background: Idiopathic pulmonary fibrosis (IPF) is a serious illness with an unpredictable disease course and survival rates comparable with some cancers. Patients with IPF suffer considerable symptom burden, declining quality of life, and high health care resource utilization. Patients and caregivers report many unmet needs, including a desire for more education regarding diagnosis and assistance with navigating disease trajectory. Compelling evidence suggests that palliative care (PC) provides an extra layer of support for patients with serious illness. Research Question: The purpose of this survey was to gain perspectives regarding PC for patients with IPF by board-certified pulmonologists in South Carolina (SC). Study Design and Methods: A 24-item survey was adapted (with permission) from the Pulmonary Fibrosis Foundation PC Survey instrument. Data were analyzed and results are presented. Results: Pulmonologists (n = 32, 44%) completed the survey; 97% practice in urbanized settings. The majority agreed that PC and hospice do not provide the same service. There were varying views about comfort in discussing prognosis, disease trajectory, and addressing advance directives. Options for ambulatory and inpatient PC are limited and early PC referral does not occur. None reported initiating a PC referral at time of initial IPF diagnosis. Interpretation: Pulmonologists in SC who participated in this survey are aware of the principles of PC in providing comprehensive care to patients with IPF and have limited options for PC referral. PC educational materials provided early in the diagnosis can help facilitate and guide end-of-life planning and discussions. Minimal resources exist for patients in underserved communities.

Development of an Implementation Science Telehealth Toolkit to Promote Research Capacity in Evaluation of Telehealth Programs.

Background: The field of telehealth is rapidly growing and expanding access to quality health care, although there have been varied implementation outcomes in telehealth modalities. Dissemination and implementation (D&I) research can provide a systematic approach to identifying barriers and facilitators to telehealth implementation processes and outcomes. Methods: An interdisciplinary research and clinical team developed an implementation science telehealth toolkit to guide D&I evaluations of new and existing telehealth innovations. Results: The toolkit includes a separate section to correspond to each step in the D&I evaluation process. Each section includes resources to guide evaluation steps, telehealth specific considerations, and case study examples based on three completed telehealth evaluations. Discussion: The field of telehealth is forecasted to continue to expand, with potential to increase health care access to populations in need. This toolkit can help guide health care stakeholders to develop and carry out evaluations to improve understanding of telehealth processes and outcomes to maximize implementation and sustainability of these valuable innovations.

Evaluation of a Telehealth-Enabled Pilot Program to Address Intensive Care Unit Health Care Worker Mental Health Distress.

Introduction: Health care workers (HCWs) are at heightened risk of adverse mental health events (AMHEs) and burnout with resultant impact on health care staffing, outcomes, and costs. We piloted a telehealth-enabled mental health screening and support platform among HCWs in the intensive care unit (ICU) setting at a tertiary care center. Methods: A survey consisting of validated screening tools was electronically disseminated to a potential cohort of 178 ICU HCWs. Participants were given real-time feedback on their results and those at risk were provided invitations to meet with resiliency clinicians. Participants were further invited to engage in a 3-month longitudinal assessment of their well-being through repeat surveys and a weekly text-based check-in coupled with self-help tips. Programmatic engagement was evaluated and associations between at-risk scores and engagement were assessed. Qualitative input regarding programmatic uptake and acceptance was gathered through key informant interviews. Results: Fifty (28%) HCWs participated in the program. Half of the participants identified as female, and most participants were white (74%) and under the age of 50 years (93%). Nurses (38%), physicians-in-training (24%), and faculty-level physicians (20%) engaged most frequently. There were 19 (38%) requests for an appointment with a resiliency clinician. The incidence of clinically significant symptoms of AMHEs and burnout was high but not clearly associated with engagement. Additional programmatic tailoring was encouraged by key informants while time was identified as a barrier to program engagement. Discussion: A telehealth-enabled platform is a feasible approach to screening at-risk HCWs for AMHEs and can facilitate engagement with support services.

Diabetes Remote Monitoring Program Implementation: A Mixed Methods Analysis of Delivery Strategies, Barriers and Facilitators.

Background: Remote patient monitoring (RPM) is being increasingly utilized as a type of telemedicine modality to improve access to quality health care, although there are documented challenges with this type of innovation. The goals of this study were to characterize clinic delivery strategies for an RPM program and to examine barriers and facilitators to program implementation in a variety of community clinic settings. Methods: Primary data were collected via individual and small group interviews and surveys of clinical staff from South Carolina primary care clinics participating in an RPM program for patients with diabetes mellitus type 2 in 2019. We used a parallel convergent mixed methods study design with six South Carolina primary care outpatient clinics currently participating in a diabetes remote monitoring program. Clinic staff participants completed surveys to define delivery strategies and experiences with the program in a variety of clinical settings. Interviews of clinic staff examined barriers and facilitators to program implementation guided by the Consolidated Framework for Implementation Research (CFIR). Quantitative survey data were summarized via descriptive statistics. Qualitative data from interviews were analyzed in a template analysis approach with primary themes identified and organized by two independent coders and guided by the CFIR. Quantitative and qualitative findings were then synthesized in a final step. Results: RPM program delivery strategies varied across clinic, patient population, and program domains, largely affected by staffing, leadership buy-in, resources, patient needs, and inter-site communication. Barriers and facilitators to implementation were linked to similar factors that influenced delivery strategy. Discussion: RPM programs were implemented in a variety of different clinic settings with program delivery tailored to fit within each clinic's workflow and meet patients' needs. By addressing the barriers identified in this study with focused training and support strategies, delivery processes can improve implementation of RPM programs and thus benefit patient outcomes in rural and community settings.

Driving Pressure, Elastance, and Outcomes in a Real-World Setting: A Bi-Center Analysis of Electronic Health Record Data.

Emerging evidence suggests the potential importance of inspiratory driving pressure (DP) and respiratory system elastance (ERS) on outcomes among patients with the acute respiratory distress syndrome. Their association with outcomes among heterogeneous populations outside of a controlled clinical trial is underexplored. We used electronic health record (EHR) data to characterize the associations of DP and ERS with clinical outcomes in a real-world heterogenous population. DESIGN: Observational cohort study. SETTING: Fourteen ICUs in two quaternary academic medical centers. PATIENTS: Adult patients who received mechanical ventilation for more than 48 hours and less than 30 days. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: EHR data from 4,233 ventilated patients from 2016 to 2018 were extracted, harmonized, and merged. A minority of the analytic cohort (37%) experienced a Pao2/Fio2 of less than 300. A time-weighted mean exposure was calculated for ventilatory variables including tidal volume (VT), plateau pressures (PPLAT), DP, and ERS. Lung-protective ventilation adherence was high (94% with VT < 8.5 mL/kg, time-weighted mean VT = 6. 8 mL/kg, 88% with PPLAT ≤ 30 cm H2O). Although time-weighted mean DP (12.2 cm H2O) and ERS (1.9 cm H2O/[mL/kg]) were modest, 29% and 39% of the cohort experienced a DP greater than 15 cm H2O or an ERS greater than 2 cm H2O/(mL/kg), respectively. Regression modeling with adjustment for relevant covariates determined that exposure to time-weighted mean DP (> 15 cm H2O) was associated with increased adjusted risk of mortality and reduced adjusted ventilator-free days independent of adherence to lung-protective ventilation. Similarly, exposure to time-weighted mean ERS greater than 2 cm H2O/(mL/kg) was associated with increased adjusted risk of mortality. CONCLUSIONS: Elevated DP and ERS are associated with increased risk of mortality among ventilated patients independent of severity of illness or oxygenation impairment. EHR data can enable assessment of time-weighted ventilator variables and their association with clinical outcomes in a multicenter real-world setting.

Implementation of a women's reproductive behavioral health telemedicine program: a qualitative study of barriers and facilitators in obstetric and pediatric clinics.

BACKGROUND: Perinatal Mood and Anxiety Disorders and Substance Use Disorders are common and result in significant morbidities and mortality. Despite evidence-based treatment availability, multiple barriers exist to care delivery. Because telemedicine offers opportunities to overcome these barriers, the objective of this study was to characterize barriers and facilitators to implementing a mental health and substance use disorder telemedicine program in community obstetric and pediatric clinics. METHODS: Interviews and site surveys were completed with practices engaged in a Women's Reproductive Behavioral Health Telemedicine program (N = 6 sites; 18 participants) at the Medical University of South Carolina and telemedicine providers involved in care delivery (N = 4). Using a structured interview guide based on implementation science principles, we assessed program implementation experiences and perceived barriers and facilitators to implementation. A template analysis approach was used to analyze qualitative data within and across groups. RESULTS: The primary program facilitator was service demand driven by the lack of available maternal mental health and substance use disorder services. Strong commitment to the importance of addressing these health concerns provided a foundation for successful program implementation yet practical challenges such as staffing, space, and technology support were notable barriers. Services were supported by establishing good teamwork within the clinic and with the telemedicine team. CONCLUSION: Capitalizing on clinics' commitment to care for women's needs and a high demand for mental health and substance use disorder services while also addressing resource and technology needs will facilitate telemedicine program success. Study results may have implications for potential marketing, onboarding and monitoring implementation strategies to support clinics engaging in telemedicine programs.

Acceptability of a Serious Illness Conversation Guide to Black Americans: Results from a focus group and oncology pilot study.

OBJECTIVES: Serious illness conversations (SICs) can improve the experience and well-being of patients with advanced cancer. A structured Serious Illness Conversation Guide (SICG) has been shown to improve oncology patient outcomes but was developed and tested in a predominantly White population. To help address disparities in advanced cancer care, we aimed to assess the acceptability of the SICG among African Americans with advanced cancer and their clinicians. METHODS: A two-phase study conducted in Charleston, SC, included focus groups to gather perspectives on the SICG in Black Americans and a single-arm pilot study of a revised SICG with surveys and qualitative exit interviews to evaluate patient and clinician perspectives. We used descriptive analysis of survey results and thematic analysis of qualitative data. RESULTS: Community-based and patient focus group participants (N = 20) reported that a simulated conversation using an adapted SICG built connection, promoted control, and fostered consideration of religious faith and family. Black patients with advanced cancer (N = 23) reported that SICG-guided conversations were acceptable, helpful, and promoted conversations with loved ones. Oncologists found conversations feasible to implement and skill-building, and also identified opportunities for training and implementation that could support meeting the needs of their patients with low health literacy. An adapted SICG includes language to assess the strength and affirm the clinician-patient relationship. SIGNIFICANCE OF RESULTS: An adapted structured communication tool to facilitate SIC, the SICG, appears acceptable to Black Americans with advanced cancer and seems feasible for use by oncology clinicians working with this population. Further testing in other marginalized populations may address disparities in advanced cancer care.

Elevated Driving Pressure and Elastance Does Not Increase In-Hospital Mortality Among Obese and Severely Obese Patients With Ventilator Dependent Respiratory Failure.

Existing recommendations for mechanical ventilation are based on studies that under-sampled or excluded obese and severely obese individuals. Objective: To determine if driving pressure (DP) and total respiratory system elastance (Ers) differ among normal/overweight (body mass index [BMI] < 30 kg/m2), obese, and severely obese ventilator-dependent respiratory failure (VDRF) patients and if there any associations with clinical outcomes. Design Setting and Participants: Retrospective observational cohort study during 2016-2018 at two tertiary care academic medical centers using electronic health record data from the first 2 full days of mechanical ventilation. The cohort was stratified by BMI classes to measure median DP, time-weighted mean tidal volume, plateau pressure, and Ers for each BMI class. Setting and Participants: Mechanically ventilated patients in medical and surgical ICUs. Main Outcomes and Measures: Primary outcome and effect measures included relative risk of in-hospital mortality, ventilator-free days, ICU length of stay, and hospital length of stay with multivariable adjustment. Results: The cohort included 3,204 patients with 976 (30.4%) and 382 (11.9%) obese and severely obese patients, respectively. Severe obesity was associated with a DP greater than or equal to 15 cm H2O (relative risk [RR], 1.51 [95% CI, 1.26-1.82]) and Ers greater than or equal to 2 cm H2O/(mL/kg) (RR, 1.31 [95% CI, 1.14-1.49]). Despite elevated DP and Ers, there were no differences in in-hospital mortality, ventilator-free days, or ICU length of stay among all three groups. Conclusions and Relevance: Despite higher DP and ERS among obese and severely obese VDRF patients, there were no differences in in-hospital mortality or duration of mechanical ventilation, suggesting that DP has less prognostic value in obese and severely obese VDRF patients.

Proactive Electronic Visits for Smoking Cessation and Chronic Obstructive Pulmonary Disease Screening in Primary Care: Randomized Controlled Trial of Feasibility, Acceptability, and Efficacy.

BACKGROUND: Most smokers with chronic obstructive pulmonary disease (COPD) have not yet been diagnosed, a statistic that has remained unchanged for over two decades. A dual-focused telehealth intervention that promotes smoking cessation, while also facilitating COPD screening, could help address national priorities to improve the diagnosis, prevention, treatment, and management of COPD. The purpose of this study was to preliminarily evaluate an integrated asynchronous smoking cessation and COPD screening e-visit (electronic visit) that could be delivered proactively to adult smokers at risk for COPD, who are treated within primary care. OBJECTIVE: The aims of this study were (1) to examine e-visit feasibility and acceptability, particularly as compared to in-lab diagnostic pulmonary function testing (PFT), and (2) to examine the efficacy of smoking cessation e-visits relative to treatment as usual (TAU), all within primary care. METHODS: In a randomized clinical trial, 125 primary care patients who smoke were randomized 2:1 to receive either proactive e-visits or TAU. Participants randomized to the e-visit condition were screened for COPD symptoms via the COPD Assessment in Primary Care to Identify Undiagnosed Respiratory Disease and Exacerbation Risk (CAPTURE). Those with scores ≥2 were invited to complete both home spirometry and in-lab PFTs, in addition to two smoking cessation e-visits. Smoking cessation e-visits assessed smoking history and motivation to quit and included completion of an algorithm to determine the best Food and Drug Administration-approved cessation medication to prescribe. Primary outcomes included measures related to (1) e-visit acceptability, feasibility, and treatment metrics; (2) smoking cessation outcomes (cessation medication use, 24-hour quit attempts, smoking reduction ≥50%, self-reported abstinence, and biochemically confirmed abstinence); and (3) COPD screening outcomes. RESULTS: Of 85 participants assigned to the e-visits, 64 (75.3%) were invited to complete home spirometry and in-lab PFTs based on CAPTURE. Among those eligible for spirometry, 76.6% (49/64) completed home spirometry, and 35.9% (23/64) completed in-lab PFTs. At 1 month, all cessation outcomes favored the e-visit, with a significant effect for cessation medication use (odds ratio [OR]=3.22). At 3 months, all cessation outcomes except for 24-hour quit attempts favored the e-visit, with significant effects for cessation medication use (OR=3.96) and smoking reduction (OR=3.09). CONCLUSIONS: A proactive, asynchronous e-visit for smoking cessation and COPD screening may offer a feasible, efficacious approach for broad interventions within primary care. TRIAL REGISTRATION: ClinicalTrials.gov NCT04155073; https://clinicaltrials.gov/ct2/show/NCT04155073.

A Pilot Study Examining Access to and Satisfaction with Maternal Mental Health and Substance Use Disorder Treatment via Telemedicine.

Background: Mental health (MH) and substance use disorders (SUDs) are common during pregnancy and the postpartum year, and have a significant impact on maternal and child health. Most women do not receive treatment for these conditions due to barriers to care. Increasing access to these services via telemedicine is one potential solution to overcoming barriers, but it is unknown if this type of service is acceptable to women. The purpose of this study is to evaluate patient satisfaction with, and accessibility to, a maternal MH and SUD telemedicine service delivered to obstetric practices. Methods: The Telemedicine Satisfaction Questionnaire and the Questionnaire for Assessing Patient Satisfaction with Video Consultation were collected via online surveys. Responses were scored on a 5-point Likert scale, ranging from strongly disagree (1) to strongly agree (5). Paired t-tests were used to compare round trip travel time and distance between participants home and specialty clinic at an academic medical center versus their local obstetrics clinic where they received telemedicine services. Results: A total of 91.42% (32/35) of women agreed to take part in the study, and 43.75% (14/32) of women were living in a rural community. Patients reported high levels of satisfaction with the following: overall quality of care (mean [M] 4.66 [standard deviation, SD, 0.67]); similarity to face-to-face are (M 4.69 [SD 0.63]); and access to care (M 4.47 [SD 0.81]). Compared with in-person care at an academic medical center, women receiving care via telemedicine spent significantly less time (67.44 minutes vs. 256.31 minutes, p < 0.001) and distance (50.33 miles vs. 236.06 miles, p < 0.001) traveling round trip. Conclusions: Women receiving MH and SUD treatment via telemedicine within their obstetrician's office report high levels of satisfaction and increased access to care with this modality of treatment delivery. Telemedicine may provide one solution to removing barriers to care and mitigating the maternal and child risks associated with of untreated MH and SUDs.

Evolution of Investigating Informed Assent Discussions about CPR in Seriously Ill Patients.

CONTEXT: Outcomes after cardiopulmonary resuscitation (CPR) remain poor. We have spent 10 years investigating an "informed assent" (IA) approach to discussing CPR with chronically ill patients/families. IA is a discussion framework whereby patients extremely unlikely to benefit from CPR are informed that unless they disagree, CPR will not be performed because it will not help achieve their goals, thus removing the burden of decision-making from the patient/family, while they retain an opportunity to disagree. OBJECTIVES: Determine the acceptability and efficacy of IA discussions about CPR with older chronically ill patients/families. METHODS: This multi-site research occurred in three stages. Stage I determined acceptability of the intervention through focus groups of patients with advanced COPD or malignancy, family members, and physicians. Stage II was an ambulatory pilot randomized controlled trial (RCT) of the IA discussion. Stage III is an ongoing phase 2 RCT of IA versus attention control in in patients with advanced chronic illness. RESULTS: Our qualitative work found the IA approach was acceptable to most patients, families, and physicians. The pilot RCT demonstrated feasibility and showed an increase in participants in the intervention group changing from "full code" to "do not resuscitate" within two weeks after the intervention. However, Stages I and II found that IA is best suited to inpatients. Our phase 2 RCT in older hospitalized seriously ill patients is ongoing; results are pending. CONCLUSIONS: IA is a feasible and reasonable approach to CPR discussions in selected patient populations.

Clinician attitudes and concordance with self-assessed and actual intravenous fluid prescribing patterns: A single-institution evaluation of survey and electronic prescribing data.

BACKGROUND: Recent studies suggest that balanced fluids improve inpatient outcomes compared to normal saline. The objective of this study was to obtain insights into clinicians' knowledge, attitudes and perceived prescribing practices concerning IV isotonic fluids and to analyze perceived prescribing in the context of actual prescribing. METHODS: This study, conducted at a single center (Medical University of South Carolina), included 1) a cross-sectional survey of physicians and advanced practice providers (APPs) (7/2019-8/2019) and 2) review electronic health record (EHR) claims data (2/2018-1/2019) to quantify the prescribing patterns of isotonic fluids. RESULTS: Clinicians perceived ordering equivalent amounts of normal saline and balanced fluids although normal saline ordering predominated (59.7%). There was significant variation in perceived and actual ordering across specialties, with internal medicine/subspecialty and emergency medicine clinicians reporting preferential use of normal saline and surgical/subspecialty and anesthesia clinicians reporting preferential use of balanced fluids (p < 0.0001). Clinicians who self-reported providing care in an intensive care unit (ICU) reported more frequent use of balanced fluids than non-ICU clinicians (p = 0.03). Actual prescribing data mirrored these differences. Clinicians' self-reported use of continuous infusions (p = 0.0006) and beliefs regarding the volume of fluid required to cause harm (p = 0.003) were also associated with self-reported differences in fluid prescribing. Clinician experience, most clinical considerations (e.g., indications, contraindications, barriers to using a specific fluid), and fluid cost were not associated with differential prescribing. CONCLUSIONS: Persistent normal saline utilization is associated with certain specialties, care locations, and the rate and volume of fluid administered, but not with other clinical considerations or cost. These findings can guide interventions to improve evidence-based fluid prescribing.

Preventive Care Utilization by Patients Who Use Virtual Urgent Care.

Introduction: The use of direct to patient (DTP) telemedicine for common acute conditions is widespread. It provides certain advantages over in-person visits, but has led to concerns about fragmentation of care. It is unknown whether use of DTP telemedicine decreases use of primary care services in a way that leads to missed preventive screenings and immunizations. Methods: Virtual urgent care (VUC) is a DTP telemedicine service to treat common acute conditions. All VUC encounters completed at an academic health system from July 2018 to December 2019 were evaluated and analyzed in 2020. Only patients established with primary care (at least one primary care visit in the same year as VUC encounter) were included. Specific preventive screenings (breast cancer, gonorrhea/chlamydia, and cervical cancer) and immunizations (tetanus and influenza) were characterized as up to date based on national guidelines. Chi-squares and multivariate logistic regressions were used to assess receipt of screenings and immunizations. Regressions included VUC and primary care utilization and demographic factors. Results: Patients evaluated (N = 1025) were mostly 25-50 years old (69.7%), women (81.8%), and white (74.9%). More than half (56.5%) had only used VUC once. In multivariate analyses, VUC utilization was not negatively associated with any of the preventive services evaluated, whereas primary care utilization was associated with receipt of both immunizations and gonorrhea/chlamydia screening. Conclusions: Higher VUC utilization is not negatively associated with receipt of preventive services, as long as a primary care relationship is established. VUC may provide a useful method of encouraging receipt of preventive services, especially for younger patients.

The Impact of Timing on Clinical and Economic Outcomes During Inter-ICU Transfer of Acute Respiratory Failure Patients: Time and Tide Wait for No One.

Approximately one in 30 patients with acute respiratory failure (ARF) undergoes an inter-ICU transfer. Our objectives are to describe inter-ICU transfer patterns and evaluate the impact of timing of transfer on patient-centered outcomes. DESIGN: Retrospective, quasi-experimental study. SETTING: We used the Healthcare Cost and Utilization Project State Inpatient Databases in five states (Florida, Maryland, Mississippi, New York, and Washington) during 2015-2017. PARTICIPANTS: We selected patients with International Classification of Diseases, 9th and 10th Revision codes of respiratory failure and mechanical ventilation who underwent an inter-ICU transfer (n = 6,718), grouping as early (≤ 2 d) and later transfers (3+ d). To control for potential selection bias, we propensity score matched patients (1:1) to model propensity for early transfer using a priori defined patient demographic, clinical, and hospital variables. MAIN OUTCOMES: Inhospital mortality, hospital length of stay (HLOS), and cumulative charges related to inter-ICU transfer. RESULTS: Six-thousand seven-hundred eighteen patients with ARF underwent inter-ICU transfer, 68% of whom (n = 4,552) were transferred early (≤ 2 d). Propensity score matching yielded 3,774 well-matched patients for this study. Unadjusted outcomes were all superior in the early versus later transfer cohort: inhospital mortality (24.4% vs 36.1%; p < 0.0001), length of stay (8 vs 22 d; p < 0.0001), and cumulative charges ($118,686 vs $308,977; p < 0.0001). Through doubly robust multivariable modeling with random effects at the state level, we found patients who were transferred early had a 55.8% reduction in risk of inhospital mortality than those whose transfer was later (relative risk, 0.442; 95% CI, 0.403-0.497). Additionally, the early transfer cohort had lower HLOS (20.7 fewer days [13.0 vs 33.7; p < 0.0001]), and lower cumulative charges ($66,201 less [$192,182 vs $258,383; p < 0.0001]). CONCLUSIONS AND RELEVANCE: Our study is the first to use a large, multistate sample to evaluate the practice of inter-ICU transfers in ARF and also define early and later transfers. Our findings of favorable outcomes with early transfer are vital in designing future prospective studies evaluating evidence-based transfer procedures and policies.

Missing data methods for intensive care unit SOFA scores in electronic health records studies: results from a Monte Carlo simulation.

Aim: Missing data cause problems through decreasing sample size and the potential for introducing bias. We tested four missing data methods on the Sequential Organ Failure Assessment (SOFA) score, an intensive care research severity adjuster. Methods: Simulation study using 2015-2017 electronic health record data, where the complete dataset was sampled, missing SOFA score elements imposed and performance examined of four missing data methods - complete case analysis, median imputation, zero imputation (recommended by SOFA score creators) and multiple imputation (MI) - on the outcome of in-hospital mortality. Results: MI performed well, whereas other methods introduced varying amounts of bias or decreased sample size. Conclusion: We recommend using MI in analyses where SOFA score component values are missing in administrative data research.

School nurse perception of asthma care in school-based telehealth.

OBJECTIVE: School-based telehealth (SBTH) offers an opportunity to overcome traditional barriers to providing comprehensive asthma care for children. Guided by an implementation science framework considering factors internal and external to the school setting, we characterized barriers and facilitators to asthma care within an existing SBTH program available in over 50 under-resourced South Carolina schools. METHODS: This cross-sectional study assessed barriers and facilitators to SBTH asthma care delivery using web-based surveys of school nurses, specifically addressing school implementation of telehealth methods. Surveys evaluated practices and nurse and school-specific factors related to telehealth implementation including perceived barriers, organizational readiness and self-efficacy. Utilizers were schools who completed 1-10 average visits per month while non-utilizers completed less than 1 average visit per month. Descriptive statistics were performed to characterize perceptions in utilizers versus non-utilizers. RESULTS: Of 53 surveys distributed, 36 were completed (68% response rate). Commonly cited barriers included inadequate time due to competing tasks in both utilizers (65%) and non-utilizers (74%) as well as lack of caregiver involvement in care planning (94% of utilizers and 84% of non-utilizers). Of those utilizing specific, relevant telehealth services, schools scored high in perceptions of organizational readiness (n = 24, mean: 24.5/30), self-efficacy (n = 26, mean: 3.6/5) and comfort with identifying students eligible for SBTH (n = 26, mean: 3.5/5). CONCLUSIONS: We identified inadequate nurse time and challenges engaging caregivers as key barriers to implementation of a school-based telehealth asthma program providing care to an under-resourced population. Addressing these barriers when expanding telehealth services may promote utilization of telehealth.

Not Home Alone: Leveraging Telehealth and Informatics to Create a Lean Model for COVID-19 Patient Home Care.

In response to the emerging COVID-19 public health emergency in March 2020, the Medical University of South Carolina rapidly implemented an analytics-enhanced remote patient monitoring (RPM) program with state-wide reach for SARS-CoV-2-positive patients. Patient-reported data and other analytics were used to prioritize the sickest patients for contact by RPM nurses, enabling a small cadre of RPM nurses, with the support of ambulatory providers and urgent care video visits, to oversee 1234 patients, many of whom were older, from underserved populations, or at high risk of serious complications. Care was escalated based on prespecified criteria to primary care provider or emergency department visit, with 89% of moderate- to high-risk patients treated solely at home. The RPM nurses facilitated the continuity of care during escalation or de-escalation of care, provided much-needed emotional support to patients quarantining at home and helped find medical homes for patients with tenuous ties to health care.

Development and implementation of a clinical decision support-based initiative to drive intravenous fluid prescribing.

OBJECTIVE: Studies suggest superior outcomes with use of intravenous (IV) balanced fluids compared to normal saline (NS). However, significant fluid prescribing variability persists, highlighting the knowledge-to-practice gap. We sought to identify contributors to prescribing variation and utilize a clinical decision support system (CDSS) to increase institutional balanced fluid prescribing. MATERIALS AND METHODS: This single-center informatics-enabled quality improvement initiative for patients hospitalized or treated in the emergency department included stepwise interventions of 1) identification of design factors within the computerized provider order entry (CPOE) of our electronic health record (EHR) that contribute to preferential NS ordering, 2) clinician education, 3) fluid stocking modifications, 4) re-design and implementation of a CDSS-integrated IV fluid ordering panel, and 5) comparison of fluid prescribing before and after the intervention. EHR-derived prescribing data was analyzed via single interrupted time series. RESULTS: Pre-intervention (3/2019-9/2019), balanced fluids comprised 33% of isotonic fluid orders, with gradual uptake (1.4%/month) of balanced fluid prescribing. Clinician education (10/2019-2/2020) yielded a modest (4.4%/month, 95% CI 1.6-7.2, p = 0.01) proportional increase in balanced fluid prescribing, while CPOE redesign (3/2020) yielded an immediate (20.7%, 95% CI 17.7-23.6, p < 0.0001) and sustained increase (72% of fluid orders in 12/2020). The intervention proved most effective among those with lower baseline balanced fluids utilization, including emergency medicine (57% increase, 95% CI 0.7-1.8, p < 0.0001) and internal medicine/subspecialties (18% increase, 95% CI 14.4-21.3, p < 0.0001) clinicians and substantially reduced institutional prescribing variation. CONCLUSION: Integration of CDSS into an EHR yielded a robust and sustained increase in balanced fluid prescribing. This impact far exceeded that of clinician education highlighting the importance of CDSS.