Effect of an eHealth intervention on older adults' quality of life and health-related outcomes: a randomized clinical trial.

BACKGROUND: By 2030, the number of US adults age ≥65 will exceed 70 million. Their quality of life has been declared a national priority by the US government. OBJECTIVE: Assess effects of an eHealth intervention for older adults on quality of life, independence, and related outcomes. DESIGN: Multi-site, 2-arm (1:1), non-blinded randomized clinical trial. Recruitment November 2013 to May 2015; data collection through November 2016. SETTING: Three Wisconsin communities (urban, suburban, and rural). PARTICIPANTS: Purposive community-based sample, 390 adults age ≥65 with health challenges. EXCLUSIONS: long-term care, inability to get out of bed/chair unassisted. INTERVENTION: Access (vs. no access) to interactive website (ElderTree) designed to improve quality of life, social connection, and independence. MEASURES: Primary outcome: quality of life (PROMIS Global Health). Secondary: independence (Instrumental Activities of Daily Living); social support (MOS Social Support); depression (Patient Health Questionnaire-8); falls prevention (Falls Behavioral Scale). Moderation: healthcare use (Medical Services Utilization). Both groups completed all measures at baseline, 6, and 12 months. RESULTS: Three hundred ten participants (79%) completed the 12-month survey. There were no main effects of ElderTree over time. Moderation analyses indicated that among participants with high primary care use, ElderTree (vs. control) led to better trajectories for mental quality of life (OR=0.32, 95% CI 0.10-0.54, P=0.005), social support received (OR=0.17, 95% CI 0.05-0.29, P=0.007), social support provided (OR=0.29, 95% CI 0.13-0.45, P<0.001), and depression (OR= -0.20, 95% CI -0.39 to -0.01, P=0.034). Supplemental analyses suggested ElderTree may be more effective among people with multiple (vs. 0 or 1) chronic conditions. LIMITATIONS: Once randomized, participants were not blind to the condition; self-reports may be subject to memory bias. CONCLUSION: Interventions like ET may help improve quality of life and socio-emotional outcomes among older adults with more illness burden. Our next study focuses on this population. TRIAL REGISTRATION: ClinicalTrials.gov ; registration ID number: NCT02128789.

Training dementia care professionals to help caregivers improve the management of behavioral and psychological symptoms of dementia using the DICE Approach: A pilot study.

Most persons living with dementia (PLWD) exhibit behavioral or psychological symptoms of dementia (BPSD) over the course of the illness. The DICE Approach (DICE) is a framework that enables caregivers to identify, evaluate, and manage BPSD. This pilot pre-post test study examined the effects of DICE training on dementia care professionals' self-efficacy, knowledge, and attitudes regarding care of patients with BPSD. Participants underwent either in-person DICE training or, during the pandemic, online training. Case consultations were offered as additional learning opportunities in challenging situations. Of 134 participants in the trainings, 122 (91.0%) provided survey data for one or more instruments before and after training. Participants experienced significant improvement in knowledge and attitudes with respect to BPSD and improvement in self-efficacy with respect to helping caregivers respond to BPSD. Training dementia care professionals in DICE can improve their capacity to support caregivers in the management of BPSD.

Sustaining Gains in Diabetic Eye Screening: Outcomes from a Stakeholder-Based Implementation Program for Teleophthalmology in Primary Care.

Background: Teleophthalmology is a validated method for diabetic eye screening that is underutilized in U.S. primary care clinics. Even when made available to patients, its long-term effectiveness for increasing screening rates is often limited. Introduction: We hypothesized that a stakeholder-based implementation program could increase teleophthalmology use and sustain improvements in diabetic eye screening. Materials and Methods:We used the NIATx Model to test a stakeholder-based teleophthalmology implementation program, I-SITE at one primary care clinic (Main) and compared teleophthalmology use and diabetic eye screening rates with those of other primary care clinics (Outreach) within a U.S. multipayer health system where teleophthalmology was underutilized.Results:Teleophthalmology use increased post-I-SITE implementation (odds ratio [OR] = 5.73 [p < 0.001]), and was greater at the Main than at the Outreach clinics (OR = 10.0 vs. 1.69, p < 0.001). Overall diabetic eye screening rates maintained an increase from 47.4% at baseline to 60.2% and 64.1% at 1 and 2 years post-I-SITE implementation, respectively (p < 0.001). Patients who were younger (OR = 0.98 per year of age, p = 0.02) and men (OR = 1.98, p = 0.002) were more likely to use teleophthalmology than in-person dilated eye examinations for diabetic eye screening.Discussion: Our stakeholder-based implementation program achieved a significant increase in overall teleophthalmology use and maintained increased post-teleophthalmology diabetic eye screening rates. Conclusion: Stakeholder-based implementation may increase the long-term reach and effectiveness of teleophthalmology to reduce vision loss from diabetes. Our approach may improve integration of telehealth interventions into primary care.

Core Elements of Shared Decision-making for Women Considering Breast Cancer Screening: Results of a Modified Delphi Survey.

BACKGROUND: The United States Preventive Services Task Force recommends individualized breast cancer screening for average-risk women before age 50, advised by risk assessment and shared decision-making (SDM). However, the foundational principles of this recommendation that would inform decision support tools for patients and primary care physicians at the point of care have not been codified. Determining the core elements of SDM for breast cancer screening as valued by patients and primary care providers (PCPs) is necessary for implementing effective SDM tools. The aim of this study is to affirm core elements of SDM in the context of clinical interactions, through a Delphi consensus process. METHODS: A Delphi was conducted with 30 participants (10 women aged 40-49, 10 PCPs, and 10 healthcare decision scientists), to codify core elements of breast cancer screening SDM. The criterion for establishing consensus was a threshold of 80% agreement. The Delphi concluded with an 83% response rate. RESULTS: Of 48 items fielded, 44 met the threshold on the high-importance end of the response scale and were accepted as core elements. Core elements across three thematic categories-information delivery and patient education, interpersonal clinician-patient communication, and framework of the decision-received panelists' support in nearly equal measure. Panelists unanimously agreed that SDM should include provision of clearly understandable information, including that of personal breast cancer risk factors, and benefits and harms of mammography screening, and that PCPs should convey they are listening, knowledgeable, and demonstrate cultural sensitivity. DISCUSSION: This research codifies the core elements of SDM for mammography in women 40-49, augmenting the evidence to inform discussions between patients and physicians. These core elements of SDM have the potential to operationalize SDM for breast cancer screening in an effort to improve public health outcomes.

Older adults' perspectives regarding peer-to-peer support programs and maintaining independence.

Peer to peer (P2P) support has been suggested as one community program that may promote aging in place. We sought to understand challenges older adults have maintaining their independence and to identify how P2P support facilitates independence. We completed 17 semi-structured interviews with older adults receiving P2P support in 3 cities in the United States. Study team members coded data using deductive and inductive conventional content analysis. Participants identified declining abilities, difficulties with mobility, and increasing cost of living as challenges to independence. P2P support facilitated independence and provided them with a new friend. The qualitative findings indicate that maintaining independence as an older adult in the United States has many challenges. P2P programs have an important role in helping older adults stay in their home by supporting mobility and promoting social engagement.

"Pisando Fuerte": an evidence-based falls prevention program for Hispanic/Latinos older adults: results of an implementation trial.

BACKGROUND: We previously developed Pisando Fuerte (PF), a linguistically and culturally appropriate version of "Stepping On", an evidence-based fall prevention program building on self-efficacy and adult learning principles. The purpose of this study is to describe the implementation of PF at two community organizations in Wisconsin. METHODS: PF consisted of 2 h sessions delivered in Spanish over the course of 8 weeks by two trained leaders, at two community sites in Wisconsin. Participants identified strategies for falls prevention and practiced progressive balance and strength exercises. The RE-AIM framework guided the mixed-methods evaluation. Falls Behavioral Risk Scale (FaB) (Outcomes), and uptake of protective behaviors (Individual Maintenance) were evaluated 6 months after completion. Fidelity of delivery (Implementation) was evaluated by an independent assessor for three sessions at each site using a-priori criteria based on key elements of Stepping On. RESULTS: Twenty-four Hispanic/Latino individuals, whose primary language is Spanish, were enrolled in two workshops. The mean age was 70.5 years; 71% were female, and five reported a fall in the year prior. OUTCOMES: There was a non-statically significant decrease in the number of falls per person [RR: 0.33 (95%CI: 0.096-1.13)] at 6 months. There was a statistically significant improvement of the mean Falls Behavioral Risk Scale (FaB) (baseline = 2.69 vs. 6-months post-intervention = 3.16, p < 0.001). Adoption: Barriers to adoption included leader training in English, time to identify Spanish-speaking guest experts, and time to prepare for each session. IMPLEMENTATION: Satisfactory fidelity of delivery was achieved in 69% of the elements; fidelity lapses were more common in the use of adult learning strategies and programmatic aspects. Eighty eight percent of participants completed the program, and 95% of them adequately demonstrated the exercises. Maintenance: At 6 months, 57.9% of participants continued doing exercises, 94% adopted safer walking strategies, and 67% executed at least one home safety recommendation. These results are similar to those seen in the original Stepping On program. CONCLUSIONS: Our study shows good fidelity of delivery with implementation of "Pisando Fuerte". Pre-post data demonstrate a significant reduction in falls behavioral risk among Hispanic/Latino participants, similar to results with "Stepping On". TRIAL REGISTRATION: ClinicalTrials.gov, NCT03895021 . Registered March 29, 2019.

Feasibility of Providing Web-Based Information to Breast Cancer Patients Prior to a Surgical Consult.

Patients facing decisions for breast cancer surgery commonly search the internet. Directing patients to high-quality websites prior to the surgeon consultation may be one way of supporting patients' informational needs. The objective was to test an approach for delivering web-based information to breast cancer patients. The implementation strategy was developed using the Replicating Effective Programs framework. Pilot testing measured the proportion that accepted the web-based information. A pre-consultation survey assessed whether the information was reviewed and the acceptability to stakeholders. Reasons for declining guided refinement to the implementation package. Eighty-two percent (309/377) accepted the web-based information. Of the 309 that accepted, 244 completed the pre-consultation survey. Participants were a median 59 years, white (98%), and highly educated (>50% with a college degree). Most patients who completed the questionnaire reported reviewing the website (85%), and nearly all found it helpful. Surgeons thought implementation increased visit efficiency (5/6) and would result in patients making more informed decisions (6/6). The most common reasons patients declined information were limited internet comfort or access (n = 36), emotional distress (n = 14), and preference to receive information directly from the surgeon (n = 7). Routine delivery of web-based information to breast cancer patients prior to the surgeon consultation is feasible. High stakeholder acceptability combined with the low implementation burden means that these findings have immediate relevance for improving care quality.

Bringing Healthy Aging to Scale: A Randomized Trial of a Quality Improvement Intervention to Increase Adoption of Evidence-Based Health Promotion Programs by Community Partners.

OBJECTIVE: To evaluate the effectiveness of a quality improvement intervention to increase delivery of 2 evidence-based health promotion workshops, Stepping On and Chronic Disease Self-Management Program (CDSMP), in rural communities. DESIGN: A cluster-randomized wait-list control group design. SETTING: Rural Wisconsin counties with trained workshop leaders but no workshops in the prior year were eligible to participate. INTERVENTION: Sixteen counties were randomized to receive the NIATx intervention or wait-list control. The 1-year intervention consisted of training and coaching county aging unit staff to apply NIATx methods to increase and sustain the number of Stepping On or CDSMP workshops in their community. MAIN OUTCOMES: Mann-Whitney tests examined effect on workshops held, participants, and workshop completers. The paired Wilcoxon signed rank test explored change in participants' health behaviors and health care utilization. RESULTS: Counties receiving the NIATx intervention significantly increased the number of workshops per county per year as compared with baseline (1.5 vs 0.19, P < .001) and sustained improvements during the year following the intervention. Stepping On participants, during the 6 months postintervention, had reduced falls risk behaviors (P < .001), 0.43 fewer falls (P < .01), and 0.028 fewer medical record-verified emergency department visits for falls-related injuries (P < .05) compared with the 6 months before the intervention. CDSMP participants had reduced social isolation (P = .018) and improved physician communication skills (P = .005). IMPLICATIONS: Our study demonstrates that coaching rural service organizations in use of the quality improvement process, NIATx, may increase implementation reach of evidence-based health promotion/disease prevention programs. Initiative findings indicate that this approach may be a new and potentially important strategy to increase reach of health promotion programs for older adults in community settings. CONCLUSION: A quality improvement approach effectively increases and sustains delivery of evidence-based health promotion/workshops for older adults in rural communities. Counties or states struggling to engage older adults in evidence-based health promotion workshops could integrate quality improvement into policies and practices to increase workshop availability. Once engaged, older adults experience improved health behaviors from both programs and reduced falls and emergency department utilization from Stepping On.

Impact of a medication therapy management intervention targeting medications associated with falling: Results of a pilot study.

BACKGROUND: The use of fall risk-increasing drugs (FRIDs) by older adults is one factor associated with falling, and FRID use is common among older adults. A targeted medication therapy management intervention focused on FRID use that included prescription and over-the-counter (OTC) medications, along with follow-up telephone calls was designed. OBJECTIVE: The purpose of this pilot study was to examine preliminary effects of a medication therapy management (MTM) intervention focused on FRIDs provided by a community pharmacist to older adults. DESIGN: Randomized, controlled trial. SETTING: One community pharmacy. PARTICIPANTS: Eighty older adults who completed a fall prevention workshop. MAIN OUTCOME MEASURES: The main outcome measures were the rate of discontinuing FRIDs, the proportion of older adults falling, and the number of falls. A secondary outcome was the acceptance rate of medication recommendations by patients and prescribers. RESULTS: Thirty-eight older adults received the targeted MTM intervention. Of the 31 older adults using a FRID, a larger proportion in the intervention group had FRID use modified relative to controls (77% and 28%, respectively; P < 0.05). There were no significant changes between the study groups in the risk and rate of falling. Medication recommendations in the intervention group had a 75% acceptance rate by patients and prescribers. CONCLUSION: A targeted MTM intervention provided by a community pharmacist and focused on FRID use among older adults was effective in modifying FRID use. This result supports the preliminary conclusion that community pharmacists can play an important role in modifying FRID use among older adults.

The Pathway to Excellence Experience: One Psychiatric Hospital's Journey.

Psychiatric nurse executives and managers face an ongoing challenge to create positive professional work environments that support the recruitment and retention of the best nurses. The Pathway to Excellence program is an organizational credentialing program that designates a hospital as a workplace of choice for nursing. This article describes one psychiatric hospital's journey to become and maintain a Pathway to Excellence designation in the midst of transition. Challenges faced and novel approaches used, along the journey, are shared. The use of Appreciative Inquiry techniques has led to positive changes and heightened energy among nurses. Our experiences suggest that effective shared governance is central to a hospital's Pathway to Excellence success. We attribute the steady increase in the retention rate of nurses, in large part, to the Pathway to Excellence program.

Using Liberating Structures to Increase Engagement in Identifying Priorities for the APNA Research Council.

BACKGROUND: In 2015, the Co-Chairs and Steering Committee of the Research Council members recognized the need to reevaluate the council's priorities. OBJECTIVE: To determine the top priorities for the Research Council. DESIGN: Use of liberating structures: Impromptu Speed Networking, 1-2-4-all, and Crowd Sourcing. RESULTS: Identified Research Council priorities included the following: efforts to increase psychiatric mental health (PMH) research funding; serve as a connector to bring researchers together; foster research through state chapters; increase collaboration between PhDs and DNPs; and develop models for organizational support for PMH staff nurse involvement in research. CONCLUSIONS: The liberating structures used are valuable strategies for engaging groups of people to identify what matters most to the group. Through the use of these novel techniques, the American Psychiatric Nurses Association Research Council has identified priorities for the work of the council. This has led to actions planned for the coming future with the intent to move PMH nursing research forward.

Translating a Fall Prevention Intervention Into Practice: A Randomized Community Trial.

OBJECTIVES: We examined whether community translation of an effective evidence-based fall prevention program via standard monetary support can produce a community-wide reduction in fall injuries in older adults and evaluated whether an enhanced version with added technical support and capacity building amplified the fall reduction effect. METHODS: We completed a randomized controlled community trial among adults aged 65 and older in (1) 10 control communities receiving no special resources or guidance on fall prevention, (2) 5 standard support communities receiving modest funding to implement Stepping On, and (3) 5 enhanced support communities receiving funding and technical support. The primary outcome was hospital inpatient and emergency department discharges for falls, examined with Poisson regression. RESULTS: Compared with control communities, standard and enhanced support communities showed significantly higher community-wide reductions (9% and 8%, respectively) in fall injuries from baseline (2007-2008) to follow-up (2010-2011). No significant difference was found between enhanced and standard support communities. CONCLUSIONS: Population-based fall prevention interventions can be effective when implemented in community settings. More research is needed to identify the barriers and facilitators that influence the successful adoption and implementation of fall prevention interventions into broad community practice.

Frequency and duration of nursing care related to older patient mobility.

PURPOSE: To evaluate the frequency and duration of nursing care activity related to mobilizing older patients in acute care settings and determining who initiates the mobility event (patient or nurse). METHODS: This was an observation study using time and motion. Observers shadowed 15 registered nurses (RNs) each for two to three 8-hr periods using hand-held computer tablets to collect data on frequency and duration of six mobility events (standing, transferring, walking to and from the patient bathroom, walking in the patient room, and walking in the hallway) that occurred in the nurse's presence. Chart reviews were conducted on 47 adult patients (> 65 years of age) who were cared for by the nurses during the observation periods. Descriptive statistics (mean, median, standard deviation, frequency, and proportion) were used to describe the occurrence of mobility events among all 47 patients and among a subgroup of 16 patients identified as dependent (needing human assistance of another to ambulate) at the time of admission. RESULTS: Thirty-two percent of older patients were not engaged by an RN in any mobility event during an 8-hr period. For all patients, standing and transferring were the most frequent mobility activity. Mean duration for ambulation was less than 2 min per observation period. Patients who were dependent had fewer mobility events with no events related to ambulation initiated by nurses. The majority of mobility events were initiated by patients. CONCLUSIONS: Nurses infrequently initiated mobility events for hospitalized older patients and most often engaged patients in low-level activity (standing and transferring). CLINICAL RELEVANCE: Limited mobility (standing and transferring only) is an independent predictor of negative outcomes for hospitalized older patients. Nurses are in a key position to improve outcomes for hospitalized older patients by engaging them in mobility activity, particularly ambulation, but further research is needed to determine how best to engage nurses in these activities.

Enhancing palliative care for low-income elders with chronic disease: feasibility of a hospice consultation model.

Challenges exist in assimilating palliative care within community-based services for nursing home eligible low-income elders with complex chronic illness as they approach the end of life (EOL). This study assessed the feasibility of a consultation model, with hospice clinicians working with three Care Wisconsin Partnership Program teams. Consults occurred primarily during team meetings and also informally and on joint patient visits and were primarily with the palliative care nurse addressing physical issues. Fifty-seven percent of consultant recommendations were implemented. Benefits of consultation were identified with focus groups of clinical staff as were opportunities and barriers to the implementation. Models of integration are proposed.

Implementation of MOVIN by a Nurse-Led Clinical Team: A Multiple Methods Evaluation Using the RE-AIM Framework.

PURPOSE: To evaluate the implementation of MOVIN, a multicomponent mobility intervention, by a nurse-led team and measure the effectiveness on unit-level outcomes. METHOD: A pragmatic quasi-experimental study was conducted on an inpatient adult medical unit. Evaluation was guided by the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. Interviews with 13 organizational partners were conducted to understand barriers and facilitators to adoption. Thematic analysis was used to analyze the data. Quantitative data to determine effectiveness on distance of patient ambulation and percent of patients ambulated by nursing staff were analyzed using an interrupted time series. RESULTS: A significant increase in total weekly distances for patient ambulation and percent of patients ambulated by nursing staff occurred between preintervention, intervention, and postintervention periods. Themes for adoption included: Value, Immediate Feedback, Inclusive Implementation, Resource Needs, and Lack of Organizational Evidence. The nurse-led team demonstrated high fidelity to maintaining the core components of MOVIN. CONCLUSION: A nurse-led team can successfully launch a multicomponent mobility intervention and sustain impact. RE-AIM supported assessments of key partners at multiple organizational levels, capturing critical unit level outcomes. Multiple methods for data collection and analysis yielded rich results to inform future dissemination of MOVIN. [Research in Gerontological Nursing, 17(4), 189-201.].

Qualitative Message Development to Motivate Quitting Smoking in Older Adults: Dementia May Motivate Quitting.

Compared to younger adults, older adults who smoke cigarettes are half as likely to make a quit attempt, but more likely to maintain abstinence using evidence-based smoking treatments (EBSTs), illustrating the need for motivational messages to promote cessation through EBSTs. It is unclear whether messaging regarding the association between smoking and dementia might motivate older adults to quit. We conducted 90-min semi-structured qualitative interviews and surveys via telephone with 24 U.S. older adults who smoke (ages 50-75) with no cognitive impairment history. Rapid content analysis revealed the most reported health-related concern of aging was dementia/cognitive loss/loss of functioning. However, most participants were unaware of the association between cognitive decline and smoking. Participants had seen previous smoking cessation advertisements, but most did not feel motivated to quit by them. The majority found a message about smoking raising dementia risk and quitting decreasing that risk to be motivational for cessation. Exact message content preference varied, but 2 broad categories arose: hope- and fear-based messages. Most participants stated willingness to use some cessation pharmacotherapy and half were willing to use cessation counseling. Participants preferred messages to come from older adults who were successful quitters. To our knowledge, this was the first study to explore potential motivational messages targeting older adult smokers, including the potential acceptability of a dementia-related message in this context. This work supports patient desire for targeted motivational messages for older adult smokers. Messages highlighting the link between smoking and dementia are perceived to be motivational for this group; future work should compare a hope- to fear-based messages.

Outcomes Associated With Translating Evidence-Based Research Into Practice: The Physical Activity for Lifelong Success Program.

BACKGROUND: Few programs assess for outcomes once translated into practice. The Physical Activity for Lifelong Success program was developed as a center-based public health intervention and shown to improve walking speed and distance among older adults with type 2 diabetes. We adapted the program for community-based delivery by lay leaders to physically inactive older adults. METHODS: We followed the Replicating Effective Programs framework to identify community stakeholders, adapt, implement, and evaluate fidelity of delivery in community settings, and plan for maintenance and evolution. Sixteen community sites enrolled 184 adults (mean age 73.5 y, 85% female, 93% White) in 21 workshops. Baseline and postworkshop measures assessed participants' health-related quality of life, physical function, and physical fitness. Data were analyzed using Fisher exact tests, Student t test, and paired linear regression with fixed effects. RESULTS: Fidelity testing indicated leader training was sufficient to maintain key elements with delivery. Data from 122 participants showed improvements in chair stands (P < .001), arm curls (P < .001), 2-minute step test (P < .001), sit-and-reach (P = .001), 8-foot up-and-go (P < .001), and 10-m walk (P < .001). CONCLUSIONS: Adaptation of Physical Activity for Lifelong Success for implementation by community organizations for physically inactive older adults demonstrates that fidelity and effectiveness can be maintained after program translation.

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults.

BACKGROUND: The clinical narrative in electronic health records (EHRs) carries valuable information for predictive analytics; however, its free-text form is difficult to mine and analyze for clinical decision support (CDS). Large-scale clinical natural language processing (NLP) pipelines have focused on data warehouse applications for retrospective research efforts. There remains a paucity of evidence for implementing NLP pipelines at the bedside for health care delivery. OBJECTIVE: We aimed to detail a hospital-wide, operational pipeline to implement a real-time NLP-driven CDS tool and describe a protocol for an implementation framework with a user-centered design of the CDS tool. METHODS: The pipeline integrated a previously trained open-source convolutional neural network model for screening opioid misuse that leveraged EHR notes mapped to standardized medical vocabularies in the Unified Medical Language System. A sample of 100 adult encounters were reviewed by a physician informaticist for silent testing of the deep learning algorithm before deployment. An end user interview survey was developed to examine the user acceptability of a best practice alert (BPA) to provide the screening results with recommendations. The planned implementation also included a human-centered design with user feedback on the BPA, an implementation framework with cost-effectiveness, and a noninferiority patient outcome analysis plan. RESULTS: The pipeline was a reproducible workflow with a shared pseudocode for a cloud service to ingest, process, and store clinical notes as Health Level 7 messages from a major EHR vendor in an elastic cloud computing environment. Feature engineering of the notes used an open-source NLP engine, and the features were fed into the deep learning algorithm, with the results returned as a BPA in the EHR. On-site silent testing of the deep learning algorithm demonstrated a sensitivity of 93% (95% CI 66%-99%) and specificity of 92% (95% CI 84%-96%), similar to published validation studies. Before deployment, approvals were received across hospital committees for inpatient operations. Five interviews were conducted; they informed the development of an educational flyer and further modified the BPA to exclude certain patients and allow the refusal of recommendations. The longest delay in pipeline development was because of cybersecurity approvals, especially because of the exchange of protected health information between the Microsoft (Microsoft Corp) and Epic (Epic Systems Corp) cloud vendors. In silent testing, the resultant pipeline provided a BPA to the bedside within minutes of a provider entering a note in the EHR. CONCLUSIONS: The components of the real-time NLP pipeline were detailed with open-source tools and pseudocode for other health systems to benchmark. The deployment of medical artificial intelligence systems in routine clinical care presents an important yet unfulfilled opportunity, and our protocol aimed to close the gap in the implementation of artificial intelligence-driven CDS. TRIAL REGISTRATION: ClinicalTrials.gov NCT05745480; https://www.clinicaltrials.gov/ct2/show/NCT05745480.

Supporting a psychiatric hospital culture of safety.

BACKGROUND: Concerns for patient safety have risen to the forefront of health care, including mental health care. Safe patient care depends, to a large extent, on high functioning teams, yet team training is lacking in basic professional training programs. To address the need for team training, one psychiatric hospital adopted the Team Strategies and Tools to Enhance Performance and Patient Safety program (TeamSTEPPS). OBJECTIVES: To describe the implementation of TeamSTEPPS throughout the organization and to describe the differences in team attributes prior to and following implementation of TeamSTEPPS. DESIGN: Quality improvement project using a pre-post survey design. RESULTS: TeamSTEPPS was successfully implemented, and changes in all team attributes trended in a positive direction with 5 of 7 subscales reaching significance (p ≤ .01). CONCLUSIONS: TeamSTEPPS provided a practical approach for our hospital to systematically weave safety throughout the culture and improve team functioning and other attributes of highly effective teams.

The Feasibility and Effectiveness of a Community-Based Intervention to Reduce Sedentary Behavior in Older Adults.

The purpose of this study was to examine the effectiveness and feasibility of translating a 4-week "Stand Up and Move More" (SUMM) intervention by state aging units to older adults (N = 56, M age = 74 years). A randomized controlled trial assessed sedentary behavior, physical function, and health-related quality of life (HRQoL) before and after the intervention. Participants included healthy community-dwelling, sedentary (sit > 6 hr/day) and aged ≥ 55 years adults. For the primary outcome, the SUMM group (n = 31) significantly (p < .05) reduced total sedentary time post-intervention by 68 min/day on average (Cohen's d = -0.56) compared with no change in the wait-list control group (n = 25, Cohen's d = 0.12). HRQoL and function also improved (p < .05) in the SUMM group post-intervention. Workshop facilitators indicated the intervention was easy to implement, and participants expressed high satisfaction. The SUMM intervention reduced sedentary time, improved physical function and HRQoL, and was feasible to implement in community settings.