ABSTRACT
BACKGROUND: Venous thromboembolism (VTE) is a preventable medical condition which has substantial impact on patient morbidity, mortality, and disability. Unfortunately, adherence to the published best practices for VTE prevention, based on patient centered outcomes research (PCOR), is highly variable across U.S. hospitals, which represents a gap between current evidence and clinical practice leading to adverse patient outcomes. This gap is especially large in the case of traumatic brain injury (TBI), where reluctance to initiate VTE prevention due to concerns for potentially increasing the rates of intracranial bleeding drives poor rates of VTE prophylaxis. This is despite research which has shown early initiation of VTE prophylaxis to be safe in TBI without increased risk of delayed neurosurgical intervention or death. Clinical decision support (CDS) is an indispensable solution to close this practice gap; however, design and implementation barriers hinder CDS adoption and successful scaling across health systems. Clinical practice guidelines (CPGs) informed by PCOR evidence can be deployed using CDS systems to improve the evidence to practice gap. In the Scaling AcceptabLE cDs (SCALED) study, we will implement a VTE prevention CPG within an interoperable CDS system and evaluate both CPG effectiveness (improved clinical outcomes) and CDS implementation. METHODS: The SCALED trial is a hybrid type 2 randomized stepped wedge effectiveness-implementation trial to scale the CDS across 4 heterogeneous healthcare systems. Trial outcomes will be assessed using the RE2-AIM planning and evaluation framework. Efforts will be made to ensure implementation consistency. Nonetheless, it is expected that CDS adoption will vary across each site. To assess these differences, we will evaluate implementation processes across trial sites using the Exploration, Preparation, Implementation, and Sustainment (EPIS) implementation framework (a determinant framework) using mixed-methods. Finally, it is critical that PCOR CPGs are maintained as evidence evolves. To date, an accepted process for evidence maintenance does not exist. We will pilot a "Living Guideline" process model for the VTE prevention CDS system. DISCUSSION: The stepped wedge hybrid type 2 trial will provide evidence regarding the effectiveness of CDS based on the Berne-Norwood criteria for VTE prevention in patients with TBI. Additionally, it will provide evidence regarding a successful strategy to scale interoperable CDS systems across U.S. healthcare systems, advancing both the fields of implementation science and health informatics. TRIAL REGISTRATION: Clinicaltrials.gov - NCT05628207. Prospectively registered 11/28/2022, https://classic. CLINICALTRIALS: gov/ct2/show/NCT05628207 .
Subject(s)
Brain Injuries, Traumatic , Decision Support Systems, Clinical , Venous Thromboembolism , Humans , Venous Thromboembolism/prevention & control , Venous Thromboembolism/etiology , Brain Injuries, Traumatic/complications , Practice Guidelines as Topic , Implementation Science , Guideline AdherenceABSTRACT
Clinical dashboards are an emerging and fast-evolving technology used to support frontline clinicians' practice. Understanding end users' perceived engagement with clinical dashboards is essential to co-design, implementation, and adoption. There is a lack of literature exploring the integration of dashboards into clinical workflow. This rapid review explores clinical end users' perceived engagement with dashboards that support workflow. We conducted a literature search in PubMed and CINAHL. Four articles met our eligibility criteria. Findings reveal variations in taxonomy and measures used to evaluate clinicians' perceived engagement. There are also a variety of reported barriers and facilitators to adoption. Standardized frameworks and vocabulary are needed to facilitate a common understanding of clinical end users' perceived engagement with dashboards.
Subject(s)
Dashboard Systems , Eligibility Determination , PubMed , Technology , WorkflowABSTRACT
BACKGROUND: Standardized taxonomies (STs) facilitate knowledge representation and semantic interoperability within health care provision and research. However, a gap exists in capturing knowledge representation to classify, quantify, qualify, and codify the intersection of evidence and quality improvement (QI) implementation. This interprofessional case report leverages a novel semantic and ontological approach to bridge this gap. OBJECTIVES: This report had two objectives. First, it aimed to synthesize implementation barrier and facilitator data from employee wellness QI initiatives across Veteran Affairs health care systems through a semantic and ontological approach. Second, it introduced an original framework of this use-case-based taxonomy on implementation barriers and facilitators within a QI process. METHODS: We synthesized terms from combined datasets of all-site implementation barriers and facilitators through QI cause-and-effect analysis and qualitative thematic analysis. We developed the Quality Improvement and Implementation Taxonomy (QIIT) classification scheme to categorize synthesized terms and structure. This framework employed a semantic and ontological approach. It was built upon existing terms and models from the QI Plan, Do, Study, Act phases, the Consolidated Framework for Implementation Research domains, and the fishbone cause-and-effect categories. RESULTS: The QIIT followed a hierarchical and relational classification scheme. Its taxonomy was linked to four QI Phases, five Implementing Domains, and six Conceptual Determinants modified by customizable Descriptors and Binary or Likert Attribute Scales. CONCLUSION: This case report introduces a novel approach to standardize the process and taxonomy to describe evidence translation to QI implementation barriers and facilitators. This classification scheme reduces redundancy and allows semantic agreements on concepts and ontological knowledge representation. Integrating existing taxonomies and models enhances the efficiency of reusing well-developed taxonomies and relationship modeling among constructs. Ultimately, employing STs helps generate comparable and sharable QI evaluations for forecast, leading to sustainable implementation with clinically informed innovative solutions.
Subject(s)
Quality Improvement , Veterans , HumansABSTRACT
BACKGROUND: Standardized taxonomies (STs) facilitate knowledge representation and semantic interoperability within health care provision and research. However, a gap exists in capturing knowledge representation to classify, quantify, qualify, and codify the intersection of evidence and quality improvement (QI) implementation. This interprofessional case report leverages a novel semantic and ontological approach to bridge this gap. OBJECTIVES: This report had two objectives. First, it aimed to synthesize implementation barrier and facilitator data from employee wellness QI initiatives across Veteran Affairs health care systems through a semantic and ontological approach. Second, it introduced an original framework of this use-case-based taxonomy on implementation barriers and facilitators within a QI process. METHODS: We synthesized terms from combined datasets of all-site implementation barriers and facilitators through QI cause-and-effect analysis and qualitative thematic analysis. We developed the Quality Improvement and Implementation Taxonomy (QIIT) classification scheme to categorize synthesized terms and structure. This framework employed a semantic and ontological approach. It was built upon existing terms and models from the QI Plan, Do, Study, Act phases, the Consolidated Framework for Implementation Research domains, and the fishbone cause-and-effect categories. RESULTS: The QIIT followed a hierarchical and relational classification scheme. Its taxonomy was linked to four QI Phases, five Implementing Domains, and six Conceptual Determinants modified by customizable Descriptors and Binary or Likert Attribute Scales. CONCLUSION: This case report introduces a novel approach to standardize the process and taxonomy to describe evidence translation to QI implementation barriers and facilitators. This classification scheme reduces redundancy and allows semantic agreements on concepts and ontological knowledge representation. Integrating existing taxonomies and models enhances the efficiency of reusing well-developed taxonomies and relationship modeling among constructs. Ultimately, employing STs helps generate comparable and sharable QI evaluations for forecast, leading to sustainable implementation with clinically informed innovative solutions.
Subject(s)
Health Promotion , Occupational Health , Quality Improvement , HumansABSTRACT
BACKGROUND: Although mobile health (mHealth) apps for both health consumers and health care providers are increasingly common, their implementation is frequently unsuccessful when there is a misalignment between the needs of the user and the app's functionality. Nurses are well positioned to help address this challenge. However, nurses' engagement in mHealth app development remains unclear. OBJECTIVE: This scoping review aims to determine the extent of the evidence of the role of nurses in app development, delineate developmental phases in which nurses are involved, and to characterize the type of mHealth apps nurses are involved in developing. METHODS: We conducted a scoping review following the 6-stage methodology. We searched 14 databases to identify publications on the role of nurses in mHealth app development and hand searched the reference lists of relevant publications. Two independent researchers performed all screening and data extraction, and a third reviewer resolved any discrepancies. Data were synthesized and grouped by the Software Development Life Cycle phase, and the app functionality was described using the IMS Institute for Healthcare Informatics functionality scoring system. RESULTS: The screening process resulted in 157 publications being included in our analysis. Nurses were involved in mHealth app development across all stages of the Software Development Life Cycle but most frequently participated in design and prototyping, requirements gathering, and testing. Nurses most often played the role of evaluators, followed by subject matter experts. Nurses infrequently participated in software development or planning, and participation as patient advocates, research experts, or nurse informaticists was rare. CONCLUSIONS: Although nurses were represented throughout the preimplementation development process, nurses' involvement was concentrated in specific phases and roles.
ABSTRACT
OBJECTIVE: Identifying consumer health informatics (CHI) literature is challenging. To recommend strategies to improve discoverability, we aimed to characterize controlled vocabulary and author terminology applied to a subset of CHI literature on wearable technologies. MATERIALS AND METHODS: To retrieve articles from PubMed that addressed patient/consumer engagement with wearables, we developed a search strategy of textwords and Medical Subject Headings (MeSH). To refine our methodology, we used a random sample of 200 articles from 2016 to 2018. A descriptive analysis of articles (N = 2522) from 2019 identified 308 (12.2%) CHI-related articles, for which we characterized their assigned terminology. We visualized the 100 most frequent terms assigned to the articles from MeSH, author keywords, CINAHL, and Engineering Databases (Compendex and Inspec together). We assessed the overlap of CHI terms among sources and evaluated terms related to consumer engagement. RESULTS: The 308 articles were published in 181 journals, more in health journals (82%) than informatics (11%). Only 44% were indexed with the MeSH term "wearable electronic devices." Author keywords were common (91%) but rarely represented consumer engagement with device data, eg, self-monitoring (n = 12, 0.7%) or self-management (n = 9, 0.5%). Only 10 articles (3%) had terminology from all sources (authors, PubMed, CINAHL, Compendex, and Inspec). DISCUSSION: Our main finding was that consumer engagement was not well represented in health and engineering database thesauri. CONCLUSIONS: Authors of CHI studies should indicate consumer/patient engagement and the specific technology investigated in titles, abstracts, and author keywords to facilitate discovery by readers and expand vocabularies and indexing.
Subject(s)
Medical Subject Headings , Vocabulary, Controlled , Humans , PubMed , Consumer Health Informatics , Patient ParticipationABSTRACT
Objective: To examine associations between food insecurity and parent feeding practices for children ages 7-12 years; to determine differences between cohorts in urban and rural communities. Design: Secondary analysis using baseline data from 2 randomized controlled trials: HOME Plus (urban) and NU-HOME (rural). Participants: Convenience sample of 264 parent-child dyads. Children were 51.5% female, 9.28 ± 1.45 years. Variables Measured: Dependent variables included the Child Feeding Questionnaire (CFQ) restrictive feeding subscale, parent modeling of fruits and vegetables score, and family meal frequency (FMF) at breakfast and the evening meal. Food insecurity was the primary independent variable. Analysis: Multivariable linear or Poisson regression for each outcome. Results: Food insecurity was associated with a 26% lower weekly rate of FMF at breakfast (95% CI 6%-42%; p=0.02). In stratified analysis, this association was only in the rural NU-HOME study (44% lower weekly rate; 95% CI 19%-63%; p=0.003). Food insecurity was not associated with CFQ restrictive score, parent modeling score, or FMF at the evening meal. Conclusions and Implications: Food insecurity was associated with less frequent family breakfast, but not with other parent feeding practices. Future studies could investigate supportive mechanisms for positive feeding practices in households experiencing food insecurity.
Subject(s)
Food Supply , Rural Population , Humans , Female , Child , Male , Feeding Behavior , Fruit , ParentsABSTRACT
Purpose: Latine transgender/gender diverse (TGD) adolescents may be at increased risk of emotional distress due to structural oppression affecting their intersecting nondominant identities. Multiple protective factors may buffer emotional distress among Latine TGD adolescents. We studied how these protective factors relate to emotional distress, comparing Latine with non-Latine TGD students. Methods: We conducted a cross-sectional analysis of the 2019 Minnesota Student Survey, which included 3861 TGD and gender questioning (GQ) youth (10.9% Latine) in grades 8, 9, and 11 across Minnesota. We used multiple logistic regression with interaction terms to examine associations between protective factors (school connectedness, family connectedness, and internal assets) and emotional distress (depressive symptoms, anxiety symptoms, self-harm, suicidal ideation, and suicide attempt) between Latine TGD/GQ students and non-Latine TGD/GQ students. Results: There was a significantly higher rate of suicide attempts in Latine TGD/GQ students (36.2%) compared with non-Latine TGD/GQ students (26.3%, χ2 = 15.53, p < 0.001). In unadjusted models, school connectedness, family connectedness, and internal assets were associated with lower odds of all five indicators of emotional distress. In fully adjusted models, family connectedness and internal assets remained associated with significantly lower odds of all five indicators of emotional distress; these protective associations were similar across all TGD/GQ students regardless of Latine identity. Conclusion: Higher rates of suicide attempts in Latine TGD/GQ youth emphasize the need to better understand protective factors in youth with multiple nondominant social identities and identify programming that supports well-being. Family connectedness and internal assets can protect against emotional distress among both Latine and non-Latine TGD/GQ youth.
Subject(s)
Psychological Distress , Transgender Persons , Humans , Adolescent , Protective Factors , Cross-Sectional Studies , Suicide, AttemptedABSTRACT
PURPOSE: Pediatric obesity disproportionately impacts Hispanic or Latino/a adolescents. Culturally appropriate family-based behavioral initiatives to improve weight status are warranted. The purpose of this research was to determine prevalence rates and identify protective factors associated with having overweight/obesity (body mass index ≥ 85th percentile) to inform Hispanic or Latino/a-targeted behavioral intervention development. DESIGN: Secondary data analyses of a population-based statewide survey. SETTING: Minnesota public high schools. PARTICIPANTS: Male (n = 2,644) and female (n = 2,798) Hispanic or Latino/a 9th and 11th graders (N = 5,442). MEASURES: Obesity-related behaviors (meeting fruit and vegetable [F&V] and physical activity [PA] recommendations), family caring, family country/region of origin, and weight status. ANALYSIS: Stepwise logistic regression models (F&V, PA), stratified by biological sex, were used to identify protective factors of overweight/obesity. RESULTS: The overall prevalence of meeting F&V and PA recommendations was 11.0% and 11.8%, respectively. Meeting F&V recommendations was not protective against overweight/obesity in either sex. Yet, males and females who met PA recommendations had significantly lower odds of having overweight/obesity (p < .05). In F&V and PA models, family caring was protective against overweight/obesity in females (p < .05), and family country/region of origin was protective against overweight/obesity in both sexes (p < .05). CONCLUSION: Findings illustrate a need for obesity prevention initiatives for Hispanic or Latino/a youth. More research is needed to understand the protective nature of family caring and country/region of origin.
Subject(s)
Overweight , Pediatric Obesity , Child , Humans , Male , Female , Adolescent , Overweight/epidemiology , Minnesota/epidemiology , Protective Factors , Pediatric Obesity/epidemiology , Pediatric Obesity/prevention & control , Body Mass Index , Hispanic or Latino , VegetablesABSTRACT
Diseases have no borders, and global health operates from both within and beyond. Global health informatics can adopt an assets-oriented approach to mitigate concerns by maximizing global health data, principles, and resources combined with geographic information systems' use case mapping. This exploratory study utilizes an assets-oriented approach to analyze four global social determinants of health indicators, including Skilled Birth Attendance, Measles Immunization Coverage, Education (Female), and the Healthcare Access and Quality Index in relation to countries' income and geographical region. Data were extracted and analyzed from two publicly available datasets. Positive trends and variations were detected among all variables aggregated by countries' income category and geographical region. These findings pinpoint potential health assets that the discipline of nursing can leverage to build healthier global health communities.
Subject(s)
Global Health , Social Determinants of Health , Female , Health Status , HumansABSTRACT
BACKGROUND: Community dwelling older adults who are care dependent are highly affected by incontinence, resulting in substantial informal caregiver burden. Understanding the experiences of these caregivers is needed to develop supportive programs that reduce caregiver burden and rates of institutionalization for care recipients. OBJECTIVES: This systematic review aimed to critically appraise and synthesize the qualitative literature on the perceptions, experiences, and consequences of informal caregivers managing incontinence in community dwelling older adults. DESIGN: A qualitative evidence synthesis using meta-aggregation. DATA SOURCES: CINAHL, Embase, Ovid Medline, PsycInfo, Scopus, and ProQuest Dissertations and Theses. REVIEW METHODS: A comprehensive search was conducted to identify qualitative studies of all designs, published in English from January 1970 to November 2020, reporting on the experiences of unpaid adult family members or friends providing care at home to an adult aged 60 or older with urinary and/or fecal incontinence. Screening, data extraction, and quality appraisal were conducted independently by two reviewers, with disagreements resolved by consensus with all team members. Joanna Briggs Institute (JBI) processes were used to assess study quality, and the dependability and credibility of both study findings and synthesized findings. All articles included met predetermined criteria. RESULTS: Database searches yielded 1165 references, of which 117 full-text documents were screened. Seven articles of moderate to high methodological quality met eligibility criteria and were included. Studies occurred in nine countries with 134 participants who were mostly female spouses of the care recipient. From these eligible studies, 49 findings were extracted with 35 equivocal or credible findings eligible for meta-aggregation. Findings were synthesized into the following four categories: 1) emotional responses, 2) physical, financial, and social consequences, 3) family roles and caregiver support, and 4) management and coping strategies. CONCLUSIONS: Informal caregivers experience many physical, psychosocial, and financial challenges in caring for an older family member with incontinence. Educational and supportive programs for managing incontinence should be multi-component and tailored to meet the individual needs of informal caregivers. Future research should incorporate strategies to cope with emotional responses and offer practical strategies for managing incontinence. PROSPERO REGISTRATION: CRD42017069185.
Subject(s)
Caregivers , Family , Adaptation, Psychological , Aged , Female , Humans , Male , Qualitative Research , SpousesABSTRACT
Chronic pain is a significant health issue that affects approximately 50 million adults in the United States. Traditional interventions are not always an effective treatment strategy for pain control. However, the wide adoption of smartphones and the rapid growth of health information technologies over the past decade have created opportunities to use mobile health (mHealth) applications (apps) for pain tracking and self-management. In this PRISMA-compliant systematic review, we assessed the current U.S.-based research on pain-related mHealth apps to describe the app components and determine the efficacy of these interventions for persons with acute or chronic pain. We conducted a comprehensive search of five databases based on methodological guidelines from the Joanna Briggs Institute. We included articles reporting original data on mHealth interventions with pain intensity as a primary or secondary outcome and excluded articles that utilized multimodal interventions. Of the original 4959 articles, only five studies met the eligibility criteria. Most of the interventions included feasibility or pilot studies, and all studies were published between 2015 and 2018. Two of the five studies used visual analog scales. Only two of the studies reported statistically significant pain intensity outcomes, and considerable heterogeneity between the studies limited our ability to generalize findings or conduct a meta-analysis. Research investigating the components and efficacy of pain-related mHealth apps as interventions is an emerging field. To better understand the potential clinical benefits of mHealth apps designed to manage pain, further research is needed.
Subject(s)
Chronic Pain/therapy , Mobile Applications/standards , Pain Management/standards , Self Efficacy , Chronic Pain/psychology , Humans , Pain Management/methods , Pain Management/psychologyABSTRACT
Drawing from marketing literature, shopper solutions and food bundles (that group items to be used together) can promote purchase intention, efficacy, and related outcomes. Similarly, meal kits boxes (food bundles with step-by-step instructions to prepare home-cooked meals) have potential to be an accessible intervention to facilitate healthy, at-home food preparation and intake. This manuscript describes the feasibility, acceptability, and preliminary outcomes of a community-designed and -led program promoting healthy food skills, accessibility, and intake through meal kits. This pilot study was designed using community-based participatory research principles and 60 participants enrolled in the study. Participating families received a free meal kit weekly during the 10-week program. Meal-kit boxes also included language-appropriate recipe cards, step-by-step instructions, and supplemental educational material including links to videos with related food preparation tips and fact sheets about the meal. Data were collected at baseline, post-program, and follow-up (3 months post-program). Specifically, validated measures were used to assess food insecurity, food availability, cooking preparation techniques, self-efficacy, and fruit/vegetable intake. Process data were also collected. Descriptive statistics, paired t-tests, and Wilcoxon sign-ranked tests were used to describe data and evaluate outcomes. Content analysis was used to code open-ended survey responses into categories. Study findings indicated retention rates were high (≥90%); 83% made eight or more meal kits. At post-program, significant increases were observed in cooking/meal preparation self-efficacy, cooking techniques, and healthy food availability. At follow-up, only healthy food availability remained significantly higher. Findings suggest that meal-kit programs are feasible and acceptable, and there is a potential for these programs to influence factors important to increasing healthy home-cooked meals and dietary intake. Future research should use more rigorous designs and explore meal-kit dosage.
Subject(s)
Health Promotion , Meals , Cooking , Eating , Humans , Pilot ProjectsABSTRACT
Behavioral researchers are increasingly using interactive digital platforms, either as standalone or supplementary intervention tools, to facilitate positive changes in research participants' health habits. Research-oriented interactive websites optimally offer a variety of participatory mediums, such as blogs, user-driven content, or health activities. Owing to the multidirectional features of interactive websites, and a corresponding need to protect research participants' identity and data, it is paramount that researchers design ethical platforms that ensure privacy and minimize loss of anonymity and confidentiality. Authentication (ie, digital verification of one's identity) of interactive sites is one viable solution to these concerns. Although previous publications have addressed ethical requirements related to authenticated platforms, few applied guidelines in the literature facilitate adherence to ethical principles and legally compliant study protocols during all phases of research website creation (feasibility, design, implementation, and maintenance). Notably, to remain compliant with ethical standards and study protocols, behavioral researchers must collaborate with interdisciplinary teams to ensure that the authenticated site remains secure and usable in all stages of the project. In this tutorial, we present a case study conducted at a large research university. Through iterative and practical recommendations, we detail lessons learned from collaborations with the Institutional Review Board, legal experts, and information technology teams. Although the intricacies of our applied tutorial may require adaptations based on each institution's technological capacity, we are confident that the core takeaways are universal and thus useful to behavioral researchers creating ethically responsible and compliant interactive websites.