A Case for Caution: Patient Use of Artificial Intelligence.

Artificial intelligence use is increasing exponentially, including by patients in medical decision- making. Because of the limitations of chatbots and the possibility of receiving erroneous or incomplete information, patient.

Final year nursing students' preparedness for medication administration during COVID-19: A multi-site survey study.

AIM: To examine final-year undergraduate nursing students' characteristics and their perceived preparedness for medication administration across three universities during COVID-19. BACKGROUND: Medication administration is a complex process and medication errors can cause harm to the patient. Nurses are at the frontline of medication administration; therefore, nursing students must be well-prepared to administer medicines safely before graduation. Little is known about final-year undergraduate nursing students' perceived medication administration preparedness during COVID-19. DESIGN: A multi-site study using a cross-sectional survey of student demographics, the 'Preparedness for Medication Administration' (Revised) tool and an open-ended question. METHODS: The questionnaire was distributed to nursing students in their final semester of the program in 2022 across two universities in Australia and one in New Zealand. Completed surveys n=214. Descriptive statistics were used to analyse the demographic data. Differences in demographic data and preparedness scores between the three universities were analysed using ranked means, correlation coefficient, Chi-Square, Mann- Whitney U and Kruskal- Wallace H. Directed content analysis was used to analyse the data from the open-ended question. RESULTS: Overall, students reported high preparedness scores for medication. International students reported significantly higher preparedness scores (Md =119, n=29) compared with domestic students (Md=112.00, n=164), U=1759.50, z=-2.231, p=02, r=.16. Mean ranked scores for each item were above average across the three universities. The impact of COVID-19 on curriculum and students' opportunity to practice may be one explanation for the difference in preparedness scores between universities. International participants reported significantly higher scores on the Preparedness for Medication Administration (Revised) tool than domestic participants. Older students were more confident in applying principles of pharmacology to practice. Students' comments generated three major categories and five subcategories indicating preparedness gaps. CONCLUSION: This study provides insights into students' medication management preparedness during restrictions and before transitioning to the role of Registered Nurse. It highlights the need to provide integrated and comprehensive medication education and assessments throughout the curriculum and the need for additional support for newly graduated nurses in medication management due to the restrictions.

Impact of inpatient addiction psychiatry consultation on opioid use disorder outcomes.

BACKGROUND AND OBJECTIVES: Addiction consultation services provide access to specialty addiction care during general hospital admission. This study assessed opioid use disorder (OUD) outcomes associated with addiction consultation. METHODS: Retrospective cohort study of individuals with OUD admitted to an academic medical center between 2018 and 2023. The exposure was addiction consultation. Outcomes included initiating medication for OUD (MOUD), hospital length of stay, before-medically-advised (BMA) discharge, and 30- and 90-day postdischarge acute care utilization. RESULTS: Of 26,766 admissions (10,501 patients) with OUD, 2826 addiction consultations were completed. Consultation cohort was more likely to be young, male, and White than controls. Consultation was associated with greater MOUD initiation (adjusted odds ratio [aOR], 5.07; 95% confidence interval [CI], 4.41-5.82), fewer emergency department visits at 30 (aOR, 0.78; 95% CI, 0.67-0.92) and 90 (aOR, 0.79; 95% CI, 0.69-0.89) days, and fewer hospitalizations at 30 (aOR, 0.65; 95% CI, 0.56 to 0.76) and 90 (aOR, 0.67; 95% CI, 0.59-0.76) days. Additionally, consultation patients were more likely to have a longer hospital stay and leave BMA. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: Addiction consultation was associated with increased MOUD initiation and reduced postdischarge acute care utilization. This is the largest study to date showing a significant association between addiction psychiatry consultation and improved OUD outcomes when compared to controls. The observed reduction in postdischarge acute care utilization remains even after adjusting for MOUD initiation. Disparities in access to addiction consultation warrant further study.

The Roles of Personal and Environmental Resources in Predicting Work-Family Facilitation and Mental Health among Employed Parents of Children with Disabilities in Croatia.

Quantitative research on the positive aspects of work-life integration and the well-being of families with children with disabilities is scarce, especially in the national context. The family can provide gains that enhance work domain functioning (family-to-work facilitation; FWF), and work can provide gains that enhance family domain functioning (work-to-family facilitation; WFF). The aim of this study is to examine the contributions of some personal and environmental resources in explaining WFF and FWF and the mental health of parents of children with disabilities residing in Croatia. The mediational role of WFF and FWF in the relationship between resources and mental health was tested, while controlling for some general socio-demographic variables. A total of 571 employed parents of a child/children with disabilities completed an online self-assessment questionnaire. The results show that higher WFF (19%) was predicted by higher levels of social support at work, a higher level of education, posttraumatic growth (PTG) of personal strength, and recovery management. Higher FWF (46%) was predicted by higher levels of social support in the family, PTG of personal strength, the emotional regulation strategy of reorienting to planning, optimism, a younger age, the male gender, a greater number of children, and a higher level of education. A higher level of mental health (47%) was predicted directly by higher levels of optimism, recovery management, FWF, emotional regulation strategies of positive refocusing and planning, and a greater number of children, and was indirectly predicted by all the predictors of FWF through a higher level of FWF (but not WFF).

Morbidity Due to Disparity in Pediatric Electroconvulsive Therapy.

Dr. Miller and colleagues recently submitted a Letter to the Editor discussing current state laws that result in disparity of electroconvulsive therapy (ECT) availability.1 In this current letter, we present a case of treatment-resistant childhood-onset schizophrenia (COS), with morbidity due to limited access to ECT. The patient and his family presented from Kentucky to Tennessee, despite less legislative regulation in the former. The patient's family provided informed consent for this report to be published.

Expanding Workplace Inclusion of Employees Who Are Parents of Children with Disabilities through Diversity Training.

Employed parents raising children with disabilities manage exceptional care responsibilities along with their work careers. This study examines the effects of targeted diversity training on human resource (HR) professionals' knowledge of the work-family experiences of these parents, and on their self-efficacy in providing workplace supports. Using computer-based training in field settings, 64 U.S. human resource professionals in an international company participated in two diversity training sessions. Data related to knowledge and efficacy of dependent and disability care were collected before the first training and immediately after the second. HR participants demonstrated significant increases from pretest to posttest on the trained items: knowledge of dependent and disability care and self-efficacy regarding provision of workplace supports. There was no change in relevant but untrained variables over time. Training HR professionals on parents' exceptional care responsibilities, specific community resources, and heightened self-efficacy promoted their likelihood to grant flexible work arrangements. Results suggest HR self-efficacy is developmental, building on prior knowledge of dependent care and tenure in HR positions. This is one of the first studies that address the effects of HR diversity training regarding employees providing exceptional care. Theoretical developments and implications for inclusive practices are discussed.

Qualitative Interdisciplinary Learning Reviews of Non-COVID-19 Patients' Journeys During the COVID-19 Pandemic.

In the early months of 2020, hospital processes were changed in response to the coronavirus disease 2019 (COVID-19) pandemic. We present one community hospital's experience in conducting a series of interdisciplinary learning reviews (ILRs) on non-COVID-19 patient's journeys during the early months of the pandemic. An ILR is a method of reviewing medical records using a system lens to identify system-level opportunities for improvement. Using the ILR method, we identified several opportunities for improvement in caring for our patients.

Pups Assisting Wellness for Staff (P.A.W.S.): Evaluating the impact of canine-assisted interventions on critical care staff wellness.

Acute care settings can expose staff to job-related stressors. Pups Assisting Wellness for Staff (P.A.W.S.) has been designed as an innovative approach to support acute care staff in the emergency department and intensive care unit. Initially, P.A.W.S. was implemented as a Comfort Dog Pilot and then expanded into a Therapy Dog Model. The Therapy Dog Model incorporated learnings from the Comfort Dog Pilot to evaluate the impact of the following: more dogs, using certified therapy dogs, and visiting at different times of the day. Results throughout the project demonstrated a positive impact on staff morale, staff stress, overall and staff satisfaction, and a strong desire for the project to continue. As a result and with a collaborative effort between a multidisciplinary team, P.A.W.S. has now been operationalized as a permanent program to support staff in acute care.

Career interests of undergraduate nursing students: A ten-year longitudinal study.

An understanding of students' career interests at entry and exit from undergraduate nursing programmes could inform decisions regarding curricula and clinical placements. Since 2006, the University of Auckland has surveyed healthcare students at entry to and exit from their respective programmes, collecting information on a range of demographic, and career-related factors. This article describes career interests of over 500 undergraduate nursing students in New Zealand over a ten-year period. All Bachelor of Nursing cohorts commencing between 2006 and 2016 were invited to complete a questionnaire which included questions about their career interests. In total 1875 questionnaires were completed (89% response rate). Among the overall cohort at entry, there was strongest interest for emergency care and child health, and least interest in older person's health. At exit, child health and surgery (general) were of strongest interest to the cohort, while older person's health remained of least interest. The analysis of the paired data (n = 564) identified decreases in interest for mental health and child health over the course of the programme, while there was an increased interest in primary health care. Changes in career interests indicate that education and clinical exposure to specialty areas during the programme may influence career interests.

What motivates patients and caregivers to engage in health research and how engagement affects their lives: Qualitative survey findings.

BACKGROUND: US research organizations increasingly are supporting patient and stakeholder engagement in health research with a goal of producing more useful, relevant and patient-centered evidence better aligned with real-world clinical needs. The Patient-Centered Outcomes Research Institute (PCORI) engages patients, family caregivers and other health-care stakeholders, including clinicians, payers and policymakers, as active partners in prioritizing, designing, conducting and disseminating research as a key strategy to produce useful evidence for health-care decision making. OBJECTIVE: To inform effective engagement practices and policies, we sought to understand what motivates patients and caregivers to engage as partners on PCORI-funded research projects and how such engagement changed their lives. METHODS: We conducted thematic analysis of open-ended survey responses from 255 patients, family caregivers and individuals from advocacy and community-based organizations who engaged as partners on 139 PCORI-funded research projects focusing on a range of health conditions. RESULTS: Partners' motivations for engaging in research were oriented primarily towards benefiting others, including a desire to improve patients' lives and to support effective health-care interventions. In addition to feeling they made a positive difference, many partners reported direct benefits from engagement, such as new relationships and improved health habits. DISCUSSION AND CONCLUSIONS: By identifying patient and caregiver motivations for engaging in research partnerships and what they get out of the experience, our study may help research teams and organizations attract partners and foster more satisfying and sustainable partnerships. Our findings also add to evidence that engagement benefits the people involved as partners, strengthening the case for more widespread engagement.

Patient Engagement In Research: Early Findings From The Patient-Centered Outcomes Research Institute.

Charged with ensuring that research produces useful evidence to inform health decisions, the Patient-Centered Outcomes Research Institute (PCORI) requires investigators to engage patients and other health care stakeholders, such as clinicians and payers, in the research process. Many PCORI studies result in articles published in peer-reviewed journals that detail research findings and engagement's role in research. To inform practices for engaging patients and others as research partners, we analyzed 126 articles that described engagement approaches and contributions to research. PCORI projects engaged patients and others as consultants and collaborators in determining the study design, selecting study outcomes, tailoring interventions to meet patients' needs and preferences, and enrolling participants. Many articles reported that engagement provided valuable contributions to research feasibility, acceptability, rigor, and relevance, while a few noted trade-offs of engagement. The findings suggest that engagement can support more relevant research through better alignment with patients' and clinicians' real-world needs and concerns.

Prevalence of Darunavir Resistance in the United States from 2010 to 2017.

The emergence and transmission of antiretroviral drug resistance have been and remain a concern among people living with human immunodeficiency virus (HIV)-1 infection. The protease inhibitor (PI) darunavir has been approved for use in the United States for more than 10 years and has demonstrated a high barrier to resistance. Previous analyses identified significant reductions in the prevalence of samples with darunavir resistance-associated mutations (RAMs) and with phenotypic resistance to darunavir and other PIs between 2006 and 2012. This analysis extends those findings by evaluating darunavir and PI resistance among clinical samples submitted for routine drug resistance testing (combined genotyping and phenotyping) in the United States from 2010 to 2017. Frequencies of 11 darunavir and 23 primary PI RAMs, and phenotypic susceptibility, were assessed yearly among all samples and in a subset of samples with distinct phenotypic resistance to one or more PIs. Among all samples (N = 60,760), the proportion with 0 darunavir RAMs was 91.7% in 2010 and 95.8% in 2017. The proportions of all samples with phenotypic susceptibility to darunavir, atazanavir, and lopinavir were, respectively, 97.4%, 94.2%, and 94.7% in 2010 and 98.6%, 97.7%, and 97.5% in 2017. Among the 4,799 samples with phenotypic resistance to one or more PIs, the proportions with phenotypic susceptibility to darunavir, atazanavir, and lopinavir were, respectively, 73.3%, 41.5%, and 46.0% in 2010 and 70.7%, 53.7%, and 48.8% in 2017. The prevalence of darunavir RAMs among commercially tested HIV-1 samples remained low and generally stable from 2010 to 2017, and high proportions showed phenotypic darunavir susceptibility.

Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients.

Tumor molecular profiling is a fundamental component of precision oncology, enabling the identification of genomic alterations in genes and pathways that can be targeted therapeutically. The existence of recurrent targetable alterations across distinct histologically defined tumor types, coupled with an expanding portfolio of molecularly targeted therapies, demands flexible and comprehensive approaches to profile clinically relevant genes across the full spectrum of cancers. We established a large-scale, prospective clinical sequencing initiative using a comprehensive assay, MSK-IMPACT, through which we have compiled tumor and matched normal sequence data from a unique cohort of more than 10,000 patients with advanced cancer and available pathological and clinical annotations. Using these data, we identified clinically relevant somatic mutations, novel noncoding alterations, and mutational signatures that were shared by common and rare tumor types. Patients were enrolled on genomically matched clinical trials at a rate of 11%. To enable discovery of novel biomarkers and deeper investigation into rare alterations and tumor types, all results are publicly accessible.

Treating Older HIV-1-infected Subjects With Cobicistat-boosted Darunavir in a 48-week Phase 3 Trial.

BACKGROUND: An aging HIV-1-infected population warrants examination of the acceptability of individual antiretroviral regimens. In a previous study of ritonavir-boosted darunavir (ARTEMIS), similar safety/efficacy profiles were observed in younger (≤45 years) and older (>45 years) HIV-1-infected subjects. OBJECTIVE: To evaluate safety and efficacy outcomes in HIV-1-infected younger versus older subjects treated with cobicistat-boosted darunavir. METHOD: In a 48-week, phase 3b, open-label trial, HIV-1-infected adults were administered darunavir 800 mg and cobicistat 150 mg once-daily with 2 nucleos(t)ide reverse transcriptase inhibitors (N[t]RTIs). Post hoc analyses examined safety and efficacy outcomes in subjects ≤45 and >45 years. RESULTS: Of 313 subjects, 76% were ≤45 years (median [range] age, 31 [18-45]) and 24% were >45 years (49 [46-72]). Baseline median (range) viral loads were 4.75 (2.6-6.8) and 4.83 (2.7-7.0) log10 copies/mL, and CD4+ counts were 379.0 (5-1473) and 310.5 (6-757) cells/mm3 in younger and older subjects, respectively. Through Week 48, similar proportions of younger and older subjects had ≥1 adverse event (AE; 93% vs 88%), ≥1 grade 2-4 AE possibly related to study drug (13% vs 15%), and discontinued study due to AE (3% vs 3%). At Week 48, 82% of younger and 78% of older subjects had viral load <50 copies/mL (95% CI of the difference: -7.4% to 13.8%). A higher proportion of older versus younger subjects took >4 concomitant medications during the study (69% vs 57%). CONCLUSION: Safety and efficacy profiles of cobicistat-boosted darunavir with 2 N(t)RTIs were similar in HIV-1-infected subjects ≤45 and >45 years.

Using stakeholder engagement to develop a patient-centered pediatric asthma intervention.

Stakeholder engagement has the potential to develop research interventions that are responsive to patient and provider preferences. This approach contrasts with traditional models of clinical research in which researchers determine the study's design. This article describes the effect of stakeholder engagement on the design of a randomized trial of an intervention designed to improve child asthma outcomes by reducing parental stress. The study team developed and implemented a stakeholder engagement process that provided iterative feedback regarding the study design, patient-centered outcomes, and intervention. Stakeholder engagement incorporated the perspectives of parents of children with asthma; local providers of community-based medical, legal, and social services; and national experts in asthma research methodology and implementation. Through a year-long process of multidimensional stakeholder engagement, the research team successfully refined and implemented a patient-centered study protocol. Key stakeholder contributions included selection of patient-centered outcome measures, refinement of intervention content and format, and language framing the study in a culturally appropriate manner. Stakeholder engagement was a useful framework for developing an intervention that was acceptable and relevant to our target population. This approach might have unique benefits in underserved populations, leading to sustainable improvement in health outcomes and reduced disparities.

Knowledge of and Attitudes Toward Evidence-Based Guidelines for and Against Clinical Preventive Services: Results from a National Survey.

POLICY POINTS: Both the underuse and overuse of clinical preventive services relative to evidence-based guidelines are a public health concern. Informed consumers are an important foundation of many components of the Affordable Care Act, including coverage mandates for proven clinical preventive services recommended by the US Preventive Services Task Force. Across sociodemographic groups, however, knowledge of and positive attitudes toward evidence-based guidelines for preventive care are extremely low. Given the demonstrated low levels of consumers' knowledge of and trust in guidelines, coupled with their strong preference for involvement in preventive care decisions, better education and decision-making support for evidence-based preventive services are greatly needed. CONTEXT: Both the underuse and overuse of clinical preventive services are a serious public health problem. The goal of our study was to produce population-based national data that could assist in the design of communication strategies to increase knowledge of and positive attitudes toward evidence-based guidelines for clinical preventive services (including the US Preventive Services Task Force, USPSTF) and to reduce uncertainty among patients when guidelines change or are controversial. METHODS: In late 2013 we implemented an Internet-based survey of a nationally representative sample of 2,529 adults via KnowledgePanel, a probability-based survey panel of approximately 60,000 adults, statistically representative of the US noninstitutionalized population. African Americans, Hispanics, and those with less than a high school education were oversampled. We then conducted descriptive statistics and multivariable logistic regression analysis to identify the prevalence of and sociodemographic characteristics associated with key knowledge and attitudinal variables. FINDINGS: While 36.4% of adults reported knowing that the Affordable Care Act requires insurance companies to cover proven preventive services without cost sharing, only 7.7% had heard of the USPSTF. Approximately 1 in 3 (32.6%) reported trusting that a government task force would make fair guidelines for preventive services, and 38.2% believed that the government uses guidelines to ration health care. Most of the respondents endorsed the notion that research/scientific evidence and expert medical opinion are important for the creation of guidelines and that clinicians should follow guidelines based on evidence. But when presented with patient vignettes in which a physician made a guideline-based recommendation against a cancer-screening test, less than 10% believed that this recommendation alone, without further dialogue and/or the patient's own research, was sufficient to make such a decision. CONCLUSIONS: Given these demonstrated low levels of knowledge and mistrust regarding guidelines, coupled with a strong preference for shared decision making, better consumer education and decision supports for evidence-based guidelines for clinical preventive services are greatly needed.

Stereotype threat and hazard perception among provisional license drivers.

Stereotype threat refers to the negative impact a stereotype about one's group can have on one's performance in domains relevant to the stereotype. In the current paper, we explore whether the negative stereotype of provisional license drivers (PLDs) might produce stereotype threat in a driving-related hazard perception task. We manipulate threat by asking participants to self-identify as PLDs in a categorization condition, or by reminding PLD participants explicitly of the stereotype of PLDs in an explicit stereotype condition. Results reveal increments in hazard perception in the categorization condition, and decrements in hazard perception in the explicit stereotype condition. Mediation analysis reveals that hazard perception performance is fully mediated by increased effort in the categorization condition and by decreased effort in the explicit stereotype condition. We discuss these findings in terms of their implications for stereotype threat and its mediators, and for public policy that explicitly discriminates between PLDs and other driver groups.

Exploration of the attitudes of nursing students to peer physical examination and physical examination of patients.

BACKGROUND: The use of peer physical examination (PPE) in early clinical skills has been studied amongst medical students. The majority of students are comfortable with using peer physical examination, when sensitive areas are excluded. Students' attitudes are related to their personal characteristics: gender, age, religious faith, and ethnicity. There is no data on nursing students' attitudes to peer physical examination. OBJECTIVES: Identify and explore: DESIGN: Dual cohort, cross-sectional, anonymous survey. SETTING: Three-year undergraduate nursing programme, skills centre and service clinical learning. METHODS: All first and third year nursing students were asked to complete a modified Examining Fellow Students questionnaire at the end of 2008. The questionnaire asked students to indicate which of 12 body areas they would not be willing to examine/have examined by a peer of the same/opposite gender. This study also asked students which of the 12 body areas they felt uncomfortable examining on patients. RESULTS: The response rate was 76% (128/168). The students were predominantly female (93% female; 7% male). Most students were comfortable with examining non-sensitive body regions of peers (78.2%-100% willing) and patients (92.3-100% willing). Male gender was significantly associated with willingness to examine and be examined by peers (p=0.001); Asian students were significantly less willing to engage in peer physical examination with opposite gender (p<0.007). Year 3 students were significantly more comfortable than Year 1 in examining patients of either gender (p<0.001). DISCUSSION AND CONCLUSIONS: In spite of the male gender findings, this predominantly female population expresses similar attitudes to the gender-balanced medical student studies - high acceptability for non-sensitive areas. The role of characteristics and attitudes to peer physical examination shows similarities and differences to other studies. Student characteristics were not related to patient examination attitudes.