Remote Patient Monitoring and Machine Learning in Acute Exacerbations of Chronic Obstructive Pulmonary Disease: Dual Systematic Literature Review and Narrative Synthesis.

BACKGROUND: Acute exacerbations of chronic obstructive pulmonary disease (AECOPD) are associated with high mortality, morbidity, and poor quality of life and constitute a substantial burden to patients and health care systems. New approaches to prevent or reduce the severity of AECOPD are urgently needed. Internationally, this has prompted increased interest in the potential of remote patient monitoring (RPM) and digital medicine. RPM refers to the direct transmission of patient-reported outcomes, physiological, and functional data, including heart rate, weight, blood pressure, oxygen saturation, physical activity, and lung function (spirometry), directly to health care professionals through automation, web-based data entry, or phone-based data entry. Machine learning has the potential to enhance RPM in chronic obstructive pulmonary disease by increasing the accuracy and precision of AECOPD prediction systems. OBJECTIVE: This study aimed to conduct a dual systematic review. The first review focuses on randomized controlled trials where RPM was used as an intervention to treat or improve AECOPD. The second review examines studies that combined machine learning with RPM to predict AECOPD. We review the evidence and concepts behind RPM and machine learning and discuss the strengths, limitations, and clinical use of available systems. We have generated a list of recommendations needed to deliver patient and health care system benefits. METHODS: A comprehensive search strategy, encompassing the Scopus and Web of Science databases, was used to identify relevant studies. A total of 2 independent reviewers (HMGG and CM) conducted study selection, data extraction, and quality assessment, with discrepancies resolved through consensus. Data synthesis involved evidence assessment using a Critical Appraisal Skills Programme checklist and a narrative synthesis. Reporting followed PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. RESULTS: These narrative syntheses suggest that 57% (16/28) of the randomized controlled trials for RPM interventions fail to achieve the required level of evidence for better outcomes in AECOPD. However, the integration of machine learning into RPM demonstrates promise for increasing the predictive accuracy of AECOPD and, therefore, early intervention. CONCLUSIONS: This review suggests a transition toward the integration of machine learning into RPM for predicting AECOPD. We discuss particular RPM indices that have the potential to improve AECOPD prediction and highlight research gaps concerning patient factors and the maintained adoption of RPM. Furthermore, we emphasize the importance of a more comprehensive examination of patient and health care burdens associated with RPM, along with the development of practical solutions.

Twelve tips for using rapid research methods in health professions education.

Information may be required within a short time-frame for making decisions about programmes and interventions in health professions education. Rapid research methods have been increasingly used in healthcare, especially for qualitative research studies and literature reviews. An essential aspect of using rapid research methods is pragmatism, in which there is a balance between the constraints of the short time frame (typically less than 3 months), the available resources, and the rigour for an appropriate standard of quality. Achieving this balance requires careful attention to the design of the research, including clarification of the decision-maker's information needs and the use of rapid methods for literature review, selection of participants, and data collection and analysis. The intention of the article is to provide a practical guide for how rapid research methods for qualitative research studies and literature reviews can be adapted for health professions education.

Internationally educated nurses and resilience: A systematic literature review.

AIM: To synthesize knowledge extracted from the literature about protecting factors and challenges to resilience, among migrant nurses, and specifically how knowledge synthesized through the process of the literature review is relevant to nursing and health policy. BACKGROUND: How nurses, in general, face challenges is well documented and is often linked to the concept of resilience; however, there seems to be a lack of systematic knowledge synthesis focusing on the resilience of internationally educated nurses following migration. METHOD: The review was guided by the PRISMA guidelines, and a systematic search of peer-reviewed qualitative and mixed-method articles reporting empirical research was performed in the MEDLINE, CINAHL, PsycINFO and Academic Search Ultimate databases. Methodological rigour was assessed by the Joanna Briggs' checklist, and a structured theme-based ecological framework, inspired by Ungar's model of resilience, was chosen. RESULTS: Following critical appraisal, 37 studies were included that identified both challenges and individual, contextual and structural protective factors in host countries and are linked to resilience. DISCUSSION: Resilience of internationally educated nurses depends on a combination of individual and contextual protective factors, with the major emphasis being placed on individual protective factors. It is crucial to consider resilience in ensuring that internationally educated nurses' experience is appreciated, as this is necessary if nurses are to deliver the best possible health service while integrating into their host country. IMPLICATION FOR NURSING AND HEALTH POLICY: Authorities, managers in clinical practice and education, trade unions and nurses in general should be aware of the coping strategies, the strengths and supportive factors that can promote resilience and be aware of the challenges that undermine resilience and negatively impact internationally educated nurses' practice and social interactions.

A scoping review of interventions targeting allostatic load.

Allostatic load (AL) is the manifestation of cumulative responses to chronic stress exposure. Numerous studies have shown the importance of AL in understanding disease risks. Yet little is known about existing interventions that target AL specifically. We aimed to address this gap by identifying interventions targeting AL and determining the success of these interventions in improving biological functioning. We searched five electronic databases using variations of two concepts: AL and programs or interventions. We included original research reports that focused on AL as an outcome. We excluded work that focused on a single indicator, not written in English or did not implement an intervention. The Template for Intervention Description and Replication checklist guided our intervention critique and synthesis. Six articles were included, with sample size across the interventions ranging between 2 and 733. Despite inconsistencies in the selection of AL indicators and scoring of AL, all four body systems were represented in all the studies. Four interventions showed significant improvement in Al (as indicated by a decrease in AL score) as early as 7 weeks. More interventions targeting Al are needed. The reduction in AL scores among four of the six interventions suggests that Al could be a biological outcome measure that is sensitive to change in response to interventions. This has significant clinical and research implications. Future studies are needed to examine whether AL serves as a mediator in the effects of the intervention on improving clinical manifestations of diseases.

Evidence synthesis in pulmonary arterial hypertension: a systematic review and critical appraisal.

BACKGROUND: The clinical landscape of pulmonary arterial hypertension (PAH) has evolved in terms of disease definition and classification, trial designs, available therapies and treatment strategies as well as clinical guidelines. This study critically appraises published evidence synthesis studies, i.e. meta-analyses (MA) and network-meta-analyses (NMA), to better understand their quality, validity and discuss the impact of the findings from these studies on current decision-making in PAH. METHODS: A systematic literature review to identify MA/NMA studies considering approved and available therapies for treatment of PAH was conducted. Embase, Medline and the Cochrane's Database of Systematic Reviews were searched from database inception to April 22, 2020, supplemented by searches in health technology assessment websites. The International Society for Pharmacoeconomics and Outcomes Research (ISPOR) checklist covering six domains (relevance, credibility, analysis, reporting quality and transparency, interpretation and conflict of interest) was selected for appraisal of the included MA/NMA studies. RESULTS: Fifty-two full publications (36 MAs, 15 NMAs, and 1 MA/NMA) in PAH met the inclusion criteria. The majority of studies were of low quality, with none of the studies being scored as 'strong' across all checklist domains. Key limitations included the lack of a clearly defined, relevant decision problem, shortcomings in assessing and addressing between-study heterogeneity, and an incomplete or misleading interpretation of results. CONCLUSIONS: This is the first critical appraisal of published MA/NMA studies in PAH, suggesting low quality and validity of published evidence synthesis studies in this therapeutic area. Besides the need for direct treatment comparisons assessed in long-term randomized controlled trials, future efforts in evidence synthesis in PAH should improve analysis quality and scrutiny in order to meaningfully address challenges arising from an evolving therapeutic landscape.

Outcomes and experiences of relatives of patients discharged home after critical illness: a systematic integrative review.

BACKGROUND: Patients discharged from intensive care may experience psychological and physical deficits resulting in a long and complex rehabilitation upon discharge. Relatives are also vulnerable to psychological pathologies and diminished health-related quality of life following the patients' critical illness. Relatives often provide care during the patients' rehabilitation, which may influence their health. AIM: To report the outcomes and experiences of relatives of patients discharged home after critical illness. DESIGN: Systematic integrative review. METHODS: Electronic databases Cumulative Index of Nursing and Allied Health Literature, PubMed, Embase®, and PsychINFO® were searched using keywords, synonyms, and medical subject headings. Reference lists of articles and critical care journals were manually searched. Studies eligible for inclusion reported primary research and were published in English between 2007 and 2017. Studies were appraised using the Critical Appraisal Skills Programme checklists. Data were extracted and then analysed according to framework. FINDINGS: Twenty-five studies were included: 19 quantitative, 4 qualitative, and 1 mixed method study. Three themes were identified: health and well-being, employment and lifestyle, and caregiving role. Health and well-being reports the incidence and significance of psychological morbidity such as post-traumatic stress disorder, anxiety, and depression. Employment and lifestyle describes the impact of caregiving on the relative's ability to work and engage in usual social activities. The final theme describes and discusses the caregiving role in terms of activities of daily living, knowledge and skills, and adaption to the role. CONCLUSIONS: There is a significant and meaningful impact on outcomes and experiences of relatives of patients discharged home after critical illness. Relatives' caregiving is embedded within the context of their psychological morbidity and social adjustment. RELEVANCE TO PRACTICE: If informal care giving is to be sustainable, there is a need to design effective strategies of supporting families through all stages of the critical illness trajectory.

Exploratory dietary patterns: a systematic review of methods applied in pan-European studies and of validation studies.

Besides a priori approaches, using previous knowledge about food characteristics, exploratory dietary pattern (DP) methods, using data at hand, are commonly applied. This systematic literature review aimed to identify exploratory methods on DP in pan-European studies and to inform the development of the DEterminants of DIet and Physical ACtivity (DEDIPAC) toolbox of methods suitable for use in future European studies. The search was conducted in three databases on prospective studies in healthy, free-living people across the whole life span. To identify validated DP methods, an additional search without regional restrictions was conducted. Studies including at least two European countries were retained. The search resulted in six pan-European studies applying principal component/factor analysis (PC/FA) (n 5) or cluster analysis (n 2). The criteria to retain PC/factors ranged from the application of the eigenvalue>1 criterion, the scree plot and/or the interpretability criterion. Furthermore, seven validation studies were identified: DP, derived by PC/FA (n 6) or reduced rank regression (RRR) (n 1) were compared using dietary information from FFQ (n 6) or dietary history (n 1) as study instrument and dietary records (n 6) or 24-h dietary recalls (n 1) as reference. The correlation coefficients for the derived DP ranged from modest to high. To conclude, PC/FA was predominantly applied using the eigenvalue criterion and scree plot to retain DP, but a better description of the applied criteria is highly recommended to enable a standardised application of the method. Research gaps were identified for the methods cluster analysis and RRR, as well as for validation studies on DP.

A critical review of published research literature reviews on nursing and healthcare ageism.

AIMS AND OBJECTIVES: To establish how common and impactful nursing and healthcare ageism is and whether proven interventions or prevention methods exist. BACKGROUND: Ageism has been a concern since 1969 when it was first introduced as a concept for social reform. As ageism has been linked to lower quality health services and reduced health care access, it is imperative that healthcare and nursing ageism is prevented or identified and reduced or eliminated. DESIGN: A qualitative narrative review of published research literature reviews using a scoping design to map all published reviews was undertaken. The EBSCO Discovery Service (providing access to articles in 271 databases, including MEDLINE and CINAHL) and Directory of Open Access Journals (providing access to over 9,000 open access journals) were used to find review articles. Using predetermined inclusion and exclusion criteria, and limited by English language and peer-review publications, 12 eligible reviews were identified and information from them was systematically identified, assessed and synthesised. RESULTS: The 12 reviews did not provide clear and convincing information to determine how common and impactful nursing or healthcare ageism is, nor what can best be done to prevent or address it. Although each review had value since research literature was collected and discussed on nursing or healthcare ageism, the array of literature search and analysis methods, and diversity in conclusions reached about the evidence is highly problematic. CONCLUSION: Research literature reviews offering a more balanced perspective and demonstrating greater care in finding and using quality evidence are needed. RELEVANCE TO CLINICAL PRACTICE: At this point in time, there is no clear understanding of how widespread and impactful nursing or healthcare ageism is, and what can best be done to prevent or address it. Nurses need to be aware that ageism may be common and impactful, and guard against it.

Studies on forensic nursing in Brazil: a systematic review of the literature.

AIM: To identify and synthesize the national and international literature on forensic nursing in Brazil. BACKGROUND: Forensic nursing is a new specialty to the nursing practice in Brazil, being recognized by the Federal Nursing Council of Brazil in 2011. In 2016, the first forensic nursing specialization programme was authorized in the country. INTRODUCTION: The implementation of forensic nursing specialty in Brazil marks new possibilities for the nursing practice, making it possible for nurses to develop additional skills to intervene in various situations under the Brazilian Unified Healthcare System. METHODS: A systematic search of the literature was conducted using the keyword 'Forensic nursing' in combination with 'Brazil'. LILACS, MEDLINE, EMBASE, Scopus and Web of Science databases were searched. Studies were also retrieved from the grey literature. Once literature had been identified, a thematic analysis was undertaken in order to extract themes, which were: establishment of the forensic nursing specialty and its contributions to Brazil and its practical implications. RESULTS: Eight manuscripts and 20 studies from the grey literature were included in the final review. Most studies (54%) were literature reviews that indicated forensic nursing as an emerging specialty in Brazil, addressing educational, instructional, communicative or contextual aspects of the specialty in the country. DISCUSSION: In the nursing profession in Brazil, few studies exist on forensic nursing and those are limited to short communications. Although most studies address the definition of forensic nursing, others present its implications in various situations such as intimate partner violence, domestic violence, sexual abuse and elder mistreatment. CONCLUSION AND IMPLICATIONS FOR NURSING AND HEALTH POLICY: Despite the study limitations, it provides evidence that forensic nursing has been silently implemented in the country with the need for more evidence-based studies to support its constitution as a specialty in Brazil.

Community Involvement in Health Systems Strengthening to Improve Global Health Outcomes: A Review of Guidelines and Potential Roles.

Definitions of health systems strengthening (HSS) have been limited in their inclusion of communities, despite evidence that community involvement improves program effectiveness for many health interventions. We review 15 frameworks for HSS, highlighting how communities are represented and find few delineated roles for community members or organizations. This review raises the need for a cohesive definition of community involvement in HSS and well-described activities that communities can play in the process. We discuss how communities can engage with HSS in four different areas-planning and priority-setting; program implementation; monitoring, evaluation, and quality improvement; and advocacy-and how these activities could be better incorporated into key HSS frameworks. We argue for more carefully designed interactions between health systems policies and structures, planned health systems improvements, and local communities. These interactions should consider local community inputs, strengths, cultural and social assets, as well as limitations in and opportunities for increasing capacity for better health outcomes.

Clinical nursing and midwifery research: grey literature in African countries.

AIM: This study reviewed grey literature to assess clinical nursing and midwifery research conducted in southern and eastern African countries over the past decade. BACKGROUND: The shortage of published nursing research from African countries severely limits the ability of practicing nurses and midwives to base clinical decisions on solid evidence. However, little is known regarding unpublished or unindexed clinical research ('grey literature'), a potentially rich source of information. Identifying these sources may reveal resources to assist nurses in providing evidence-based care. INTRODUCTION: This scoping review of grey literature on clinical nursing and midwifery research in southern and eastern African countries helped to identify gaps in research and assess whether these gaps differ from published research. METHODS: Systematic searches of grey literature were performed. Research was included if it was conducted by nurses in 1 of 25 southern or eastern African countries, between 2004 and 2014 and included patient outcomes. Data were extracted on location, institution, research topic, institutional connections and author information. Chi-square tests were performed to compare differences between indexed and non-indexed literature. RESULTS: We found 262 studies by 287 authors from 17 southern and eastern African countries covering 13 topics. Although all topics were also found in indexed literature and there were statistically significant differences between the number of times, fewer topics were covered in grey literature vs. indexed. DISCUSSION: Patient satisfaction and experience and traditional health practices were more likely to be published, whereas chronic disease, assault and paediatric-related research were less often published. CONCLUSIONS AND IMPLICATIONS FOR NURSING AND HEALTH POLICY: Generally, there is a paucity of clinical nursing research in this region. This could reflect the shortage of nurses prepared to conduct research in this region. Nurses may find additional resources for evidence in the grey literature. A complete understanding of the state of nursing science in southern and eastern African countries will help nurses and midwives to understand gaps in clinical research knowledge, potentially direct their research to more critical topics, and inform funding bodies and policy-makers of the situation of nursing science in southern and eastern African countries.

How diaries written for critically ill influence the relatives: a systematic review of the literature.

BACKGROUND: Diaries written by nurses for the critically ill patient helps relatives cope and support the patient. When relatives participate in writing a diary for the critically ill, patients appreciate it. Furthermore, the diary may reduce post-traumatic stress disorder, anxiety and depression in patients and relatives. AIM: To explore how relatives perceive reading and writing in the diary and how it affects their well-being. SEARCH STRATEGIES: A systematic search was carried out in the databases PubMed, Embase, CiNAHL and PsycINFO and supplemented by a citation search in Scopus on four-selected articles. Finally, 10 articles were included in this review structured by the Matrix method. INCLUSION CRITERIA: (a) Original scientific work, (b) relatives participation and experience of the diary as subject and (c) diaries studied in an intensive care unit setting. FINDINGS: Relatives were given instructions on how to write in the diary. They expressed strong feelings in the diary in a very different way than health care staff. The relatives used the diary themselves to gain understanding and to cope. The diary has been shown to prevent post-traumatic stress symptoms. CONCLUSION: The relatives express their love for the patient, when they author the diary and this may be beneficial to the relatives as it helps them cope and support the patient. The organized account of the time in the intensive care unit in the diary may explain the diary's ability to reduce the occurrence of post-traumatic stress disorder; however, further research is needed to confirm this. How relatives interact through writing and reading a diary, originally intended for the patient, is unclear. RELEVANCE TO CLINICAL PRACTICE: Providing relatives with a diary may help them cope. However, caution should be taken as possible adverse effects related to the interaction between relatives in the diary may not yet be known.

Caring until the end: a systematic literature review exploring Paediatric Intensive Care Unit end-of-life care.

AIMS AND OBJECTIVES: A systematic review of the literature focusing on the provision of end-of-life care (EOLC) on Paediatric Intensive Care Units (PICUs) and the options available to children and families within contemporary clinical practice. BACKGROUND: The death of a child is recognized as a uniquely traumatic experience for a parent. The care delivered to a child and family surrounding death can have a lasting effect on the grieving process. The majority of paediatric deaths occur within PICUs, often as a result of withdrawing or withholding treatment. Withdrawal of intensive care is becoming more common within UK PICUs, and this review will focus on the options available when a child's on-going treatment is deemed to be futile. SEARCH STRATEGIES: Literature published from 2002 to 2013 was obtained from a range of sources and critically reviewed. Cormack's (2000) framework for systematic literature review was utilized to critically review literature before analysis and synthesis of the literature was undertaken within the qualitative approach. INCLUSION/EXCLUSION CRITERIA: Each article focused on issues surrounding the topic area, excluded adult and neonatal intensive care and was published in English. CONCLUSIONS: Eight papers met the inclusion criteria and were suitable for review (highlighting difficulties in reviewing a small, complex subject area). Key themes identified included family views, staff views, decision-making, medico-legal issues and resources. RELEVANCE TO CLINICAL PRACTICE: Although the number of relevant articles is limited, a wide range of challenges facing children, parents and staff are highlighted, whilst generally supporting the facilitation of transferring children to their homes or hospice for withdrawal of intensive care and continuing EOLC. Further research is required, particularly regarding long-term implications, legal issues and the effectiveness of clinical protocols.

Narrative Reviews of the Literature: An overview.

This short report guides the reader through the types of narrative reviews and describes the narrative review process from conception to completion. This report is an overview on the topic of literature reviews and serves to provide guidance regarding how and when to use a narrative review approach. Authors have many purposes for selecting the narrative review of the literature including introducing an original research manuscript, reviewing a critical topic for a scholarly journal, creating an introductory chapter for a thesis, or completing a classroom assignment. Each purpose may include a specific format and may require different components to be included in the research and writing process. This short report provides examples for each section of the narrative review research and writing process.

Help-Seeking Needs Related to Suicide Prevention for Individuals in Contact With Mental Health Services: A Rapid Scoping Review.

INTRODUCTION: Prior mental healthcare utilisation presents an important window of opportunity for providing suicide prevention interventions. To date, no reviews have consolidated the help-seeking needs of individuals in contact with mental health services. This warrants further attention given this group may have different needs for interventions compared with the general population who have not sought help previously. AIM: The purpose of this rapid scoping review was to summarise the available literature on help-seeking needs related to suicide prevention among individuals in contact with mental health services from healthcare settings. METHOD: Cochrane rapid review and Joanna Briggs Institute scoping review methodologies were adapted, and databases, including MEDLINE, Scopus, CINAHL, PsycInfo and EMBASE, were searched. RESULTS: A total of 42 primary studies were included in analysis. Reported barriers and facilitators to help-seeking behaviours identified within studies were mapped onto the socio-ecological model. Barriers and facilitators identified included knowledge and attitudes towards healthcare utilisation, family and peer support, interactions with healthcare professionals, provision of holistic care, and the creation of a supportive atmosphere and safe space to promote open discussions of suicide-related concerns. DISCUSSION: The findings of this review offer valuable insights into areas for improvement in addressing help-seeking needs for individuals who are in contact with health services related to suicide prevention. IMPLICATION FOR RESEARCH: The findings serve as a foundation for shaping mental health initiatives informing approaches and care delivery tailored towards individuals who are in contact with health services. The reported barriers and facilitators offer insights to inform the development of mental health support tools to enhance care and considerations for evaluations.

The Potential of Exercise on Lifestyle and Skin Function: Narrative Review.

BACKGROUND: The skin is an important organ of the human body and has moisturizing and barrier functions. Factors such as sunlight and lifestyle significantly affect these skin functions, with sunlight being extremely damaging. The effects of lifestyle habits such as smoking, diet, and sleep have been studied extensively. It has been found that smoking increases the risk of wrinkles, while excessive fat and sugar intake leads to skin aging. Lack of sleep and stress are also dangerous for the skin's barrier function. In recent years, the impact of exercise habits on skin function has been a focus of study. Regular exercise is associated with increased blood flow to the skin, elevated skin temperature, and improved skin moisture. Furthermore, it has been shown to improve skin structure and rejuvenate its appearance, possibly through promoting mitochondrial biosynthesis and affecting hormone secretion. Further research is needed to understand the effects of different amounts and content of exercise on the skin. OBJECTIVE: This study aims to briefly summarize the relationship between lifestyle and skin function and the mechanisms that have been elucidated so far and introduce the expected effects of exercise on skin function. METHODS: We conducted a review of the literature using PubMed and Google Scholar repositories for relevant literature published between 2000 and 2022 with the following keywords: exercise, skin, and life habits. RESULTS: Exercise augments the total spectrum power density of cutaneous blood perfusion by a factor of approximately 8, and vasodilation demonstrates an enhancement of approximately 1.5-fold. Regular exercise can also mitigate age-related skin changes by promoting mitochondrial biosynthesis. However, not all exercise impacts are positive; for instance, swimming in chlorinated pools may harm the skin barrier function. Hence, the exercise environment should be considered for its potential effects on the skin. CONCLUSIONS: This review demonstrates that exercise can potentially enhance skin function retention.

Evaluating Literature Reviews Conducted by Humans Versus ChatGPT: Comparative Study.

BACKGROUND: With the rapid evolution of artificial intelligence (AI), particularly large language models (LLMs) such as ChatGPT-4 (OpenAI), there is an increasing interest in their potential to assist in scholarly tasks, including conducting literature reviews. However, the efficacy of AI-generated reviews compared with traditional human-led approaches remains underexplored. OBJECTIVE: This study aims to compare the quality of literature reviews conducted by the ChatGPT-4 model with those conducted by human researchers, focusing on the relational dynamics between physicians and patients. METHODS: We included 2 literature reviews in the study on the same topic, namely, exploring factors affecting relational dynamics between physicians and patients in medicolegal contexts. One review used GPT-4, last updated in September 2021, and the other was conducted by human researchers. The human review involved a comprehensive literature search using medical subject headings and keywords in Ovid MEDLINE, followed by a thematic analysis of the literature to synthesize information from selected articles. The AI-generated review used a new prompt engineering approach, using iterative and sequential prompts to generate results. Comparative analysis was based on qualitative measures such as accuracy, response time, consistency, breadth and depth of knowledge, contextual understanding, and transparency. RESULTS: GPT-4 produced an extensive list of relational factors rapidly. The AI model demonstrated an impressive breadth of knowledge but exhibited limitations in in-depth and contextual understanding, occasionally producing irrelevant or incorrect information. In comparison, human researchers provided a more nuanced and contextually relevant review. The comparative analysis assessed the reviews based on criteria including accuracy, response time, consistency, breadth and depth of knowledge, contextual understanding, and transparency. While GPT-4 showed advantages in response time and breadth of knowledge, human-led reviews excelled in accuracy, depth of knowledge, and contextual understanding. CONCLUSIONS: The study suggests that GPT-4, with structured prompt engineering, can be a valuable tool for conducting preliminary literature reviews by providing a broad overview of topics quickly. However, its limitations necessitate careful expert evaluation and refinement, making it an assistant rather than a substitute for human expertise in comprehensive literature reviews. Moreover, this research highlights the potential and limitations of using AI tools like GPT-4 in academic research, particularly in the fields of health services and medical research. It underscores the necessity of combining AI's rapid information retrieval capabilities with human expertise for more accurate and contextually rich scholarly outputs.

Lessons Learned From Shared Decision-Making With Oral Anticoagulants: Viewpoint on Suggestions for the Development of Oral Chemotherapy Decision Aids.

Oral chemotherapy is commonly prescribed, and by using decision aids (DAs), clinicians can facilitate shared decision-making (SDM) to align treatment choices with patient goals and values. Although products exist commercially, little evidence informs the development of DAs targeting the unique challenges of oral chemotherapy. To address this gap in the literature, our objective was to review DAs developed for oral anticoagulation, DA use in oncology, and patient preference surveys to guide the development of DAs for oral chemotherapy. We focused on reviewing SDM, patient preferences, and specifically the development, efficacy, and patient experience of DAs in oral anticoagulation and oncologic conditions, ultimately including conclusions and data from 30 peer-reviewed publications in our viewpoint paper. We found that effective DAs in oral anticoagulation improved knowledge, lowered decisional conflict, increased adherence, and covered a broad range of SDM elements; however, limited information on patient experience was a common shortcoming. In oncology, DAs increased knowledge and aligned decisions with the values of the patients. Ineffective oncology DAs provided general, unclear, or overly optimistic information, while providing "too much" information was not shown to do harm. Patients preferred DAs that included pros and cons, side effects, questions to ask, and expected quality of life changes. In developing DAs for oral chemotherapy, patients should be included in the development process, and DA content should be specifically tailored to patient preferences. Providing DAs ahead of appointments proved more effective than during, and additional considerations included addressing barriers to efficacy. There is a need for evidence-based DAs to facilitate SDM for patients considering oral chemotherapy. Developers should use data from studies in oral anticoagulation, oncology, and preference surveys to optimize SDM.

An investigation of the international literature on nurse practitioner private practice models.

AIM: To investigate and synthesize the international literature surrounding nurse practitioner (NP) private practice models in order to provide an exposition of commonalities and differences. BACKGROUND: NP models of service delivery have been established internationally and most are based in the public healthcare system. In recent years, opportunities for the establishment of NP private practice models have evolved, facilitated by changes in legislation and driven by identification of potential patient need. To date, NP private practice models have received less attention in the literature and, to the authors' knowledge, this is the first international investigation of NP private practice models. DESIGN: Integrative literature review. METHOD: A literature search was undertaken in October 2012. Database sources utilized included Medical Literature Analyses and Retrieval (MEDLINE), the Cumulative Index of Nursing and Allied Health Literature (CINAHL), ProQuest, Scopus and the Cochrane Database of Systematic Reviews (CDSR). The grey literature was also searched. The following Medical Subject Headings (MeSH) and search terms used both individually and in combination included nurse practitioners; private practice; joint practice; collaboration; and insurance, health and reimbursement. Once literature had been identified, a thematic analysis was undertaken to extract themes. RESULTS: Thirty manuscripts and five publications from the grey literature were included in the final review. Private practice NP roles were identified in five countries, with the majority of the literature emanating from the USA. The thematic analysis resulted in the identification of five themes: reimbursement, collaborative arrangements, legislation, models of care and acceptability. CONCLUSION: Proportionally, there are very few NPs engaged in private practice internationally. The most common NP private practice models were community based, with NPs working in clinic settings, either alone or with other health professionals. Challenges in the context of legislation and financial reimbursement were identified in each country where private practice is being undertaken.

Literature reviews on coping behavior of women with menopausal symptoms and menopausal disorders.

Objective: Examined literature on coping behaviors of women with menopausal symptoms and/or menopausal disorders to clarify their current situation and to get advice for future undertakings. Methods: The subjects of the survey were from documents on coping behaviors of women with menopausal symptoms and menopausal disorders published in Japan during the period from 2000 to July 2022. The investigations were acquired from Japan Medical Abstracts Society, CiNii, PubMed, by mixing the keywords "menopausal symptoms" or "menopausal disorders" and "measures" or "self-care" or "self-administration" in Japanese. Ultimately, we obtained 10 cases from Japan Medical Abstracts Society and 5 cases from CiNii. We focused on 13 cases for this analysis. Results: As a result of analyzing the contents of coping behaviors of women with menopausal symptoms and menopausal disorders, 6 categories [Adjusting daily life behaviors], [Taking measures for the symptoms], [Adjusting in my own way], [Connecting to others], [Thinking optimistically] and [Doing nothing] consisting of 18 subcategories were obtained. Conclusion: Women reconciled positively with menopause by themselves, even though they had menopausal symptoms and menopausal disorders. In future endeavors, psychology education will be obtained by clarifying the process of reaching it, and the possibility of raising the well-being of menopausal women will be enhanced. It has been revealed that there are women adopting coping behaviors suitable for themselves, while there are women who are tolerant even if the symptoms are severe, or those who do not consult specialists for menopausal symptoms. We believe that the findings are useful for promoting the coping behaviors of women with menopausal symptoms and menopausal disorders and educating them to prevent aggravation and prolongation of symptoms by clarifying the reasons why they do not take action to relieve their menopausal symptoms.