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Data culture/s as a research topic has begun to attract attention from a wide range of disciplines, albeit with inconsistent application of definitions, dimensions, and applications. This work builds on a call to investigate data culture/s within the information studies domain as a topic related to, but distinct from, information culture. The purpose of this study is to explore what is known about data culture/s in greater depth. We apply a retroductive approach to select and consider likely dimensions, inputs, and aspects of data culture/s in order to further map this construct to the literature, and thereby highlight gaps and opportunities to add to this body of knowledge. The initial candidate dimensions explored below include data‐related skills and attitudes, data sharing, data use/reuse, data ethics and governance, and a specific focus on Indigenous perspectives to provide insights on why and how a group may contest the emergent dominant discourse of data culture/s. Our conclusion highlights areas needing further research to fully define and examine the dimensions, inputs, and aspects of data culture/s, and calls for greater understanding and engagement with data culture/s from the information studies community. [ABSTRACT FROM AUTHOR]

Background: Dementia is a cognitive decline that leads to the progressive deterioration of an individual's ability to perform daily activities independently. As a result, a considerable amount of time and resources are spent on caretaking. Early detection of dementia can significantly reduce the effort and resources needed for caretaking. Aims: This research proposes an approach for assessing cognitive decline by analysing speech data, specifically focusing on speech relevance as a crucial indicator for memory recall. Methods & Procedures: This is a cross‐sectional, online, self‐administered. The proposed method used deep learning architecture based on transformers, with BERT (Bidirectional Encoder Representations from Transformers) and Sentence‐Transformer to derive encoded representations of speech transcripts. These representations provide contextually descriptive information that is used to analyse the relevance of sentences in their respective contexts. The encoded information is then compared using cosine similarity metrics to measure the relevance of uttered sequences of sentences. The study uses the Pitt Corpus Dementia dataset for experimentation, which consists of speech data from individuals with and without dementia. The accuracy of the proposed multi‐QA‐MPNet (Multi‐Query Maximum Inner Product Search Pretraining) model is compared with other pretrained transformer models of Sentence‐Transformer. Outcomes & Results: The results show that the proposed approach outperforms the other models in capturing context level information, particularly semantic memory. Additionally, the study explores the suitability of different similarity measures to evaluate the relevance of uttered sequences of sentences. The experimentation reveals that cosine similarity is the most appropriate measure for this task. Conclusions & Implications: This finding has significant implications for the early warning signs of dementia, as it suggests that cosine similarity metrics can effectively capture the semantic relevance of spoken language. The persistent cognitive decline over time acts as one of the indicators for prevalence of dementia. Additionally early dementia could be recognised by analysis on other modalities like speech and brain images. WHAT THIS PAPER ADDS: What is already known on this subject: It is already known that speech‐ and language‐based detection methods can be useful for dementia diagnosis, as language difficulties are often early signs of the disease. Additionally, deep learning algorithms have shown promise in detecting and diagnosing dementia through analysing large datasets, particularly in speech‐ and language‐based detection methods. However, further research is needed to validate the performance of these algorithms on larger and more diverse datasets and to address potential biases and limitations. What this paper adds to existing knowledge: This study presents a unique and effective approach for cognitive decline assessment through analysing speech data. The study provides valuable insights into the importance of context and semantic memory in accurately detecting the potential in dementia and demonstrates the applicability of deep learning models for this purpose. The findings of this study have important clinical implications and can inform future research and development in the field of dementia detection and care. What are the potential or actual clinical implications of this work?: The proposed approach for cognitive decline assessment using speech data and deep learning models has significant clinical implications. It has the potential to improve the accuracy and efficiency of dementia diagnosis, leading to earlier detection and more effective treatments, which can improve patient outcomes and quality of life. [ABSTRACT FROM AUTHOR]

Background: This research paper presents a cross‐sectional study that examinefs the preferences of students for hybrid teaching and learning scenarios. Unlike previous studies that merely describe hybrid scenarios, this research prioritizes them, offering evidence‐based findings for informed policy decisions. Methods: The data collection method involved eight choice‐based tasks using the conjoint analysis technique conducted with 'Sawtooth' software. The study surveyed students at a mid‐sized university across four departments in Central Switzerland. The sample analysed in this article comprised 319 respondents from the Lucerne School of Business. Results and Conclusions: Our survey found that students' own location during a teaching session played a significant role in determining participation preferences, followed by that of the lecturer. Factors that influenced students' preferences whether to attend onsite or online include workload, didactical format, perceived level of difficulty, student residence, and semester. Forms of hybrid collaboration and student–student interaction did not significantly influence student preferences. Takeaways: The value of this study lies in its evidence‐based findings for specific hybrid scenarios, which can provide useful insights for policymakers in degree programs and faculty in hybrid classrooms. This study is one of only a few to use conjoint analysis with such a high respondent rate to determine student preferences for hybrid attendance. Lay Description: What is currently known about this topic?: Student demand for hybrid teaching scenarios remains high, while many faculty find the scenario technically challenging.Opinions as to the precise features of 'hybrid' vary widely.No clear understanding of the conditions under which students will decide to attend any given class.Demand for additional exchange among online students is recommended in the literature, but often not implemented. What does this paper add?: The study uses conjoint analysis to simulate how students make attendance decisions.The study shows empirically which factors are most important to determine students' attendance.Two‐thirds of the students surveyed prefer an online option.Group composition and informal exchange do not significantly impact students' attendance preferences. Implications for practice/or policy: Students appreciate the flexibility of online learning but expect lecturers to be onsite.Difficult subjects are more likely to be attended onsite.Student residence, workload, degree program, and semester impact students' attendance preferences.No additional infrastructure is needed to encourage exchange among students. [ABSTRACT FROM AUTHOR]

Background: The potential of learning analytics dashboards in virtual reality simulation‐based training environments to influence occupational self‐efficacy via self‐reflection phase processes in the Chemical industry is still not fully understood. Learning analytics dashboards provide feedback on learner performance and offer points of comparison (i.e., comparison with one's own past performance or comparison with peer performance) to help learners make sense of their feedback. Objectives: We present a theoretical framework for describing learning analytics reference frames and investigate the impact of feedback delivered through dashboards with different reference frames on occupational self‐efficacy, while controlling for workplace self‐reflection. Methods: This experimental study engaged 42 chemical operator employees, aged between 18 and 55 years, each with at least one year of experience. We utilised a two‐group design to ask two research question each with three competing hypotheses related to changes in occupational self‐efficacy, employing Bayesian informative hypothesis evaluation. Results and Conclusions: Results for the primary research question suggest that dashboards with progress reference frames do not elicit greater change to self‐efficacy than those with social reference frames, however, they may elicit equal change. Furthermore, dashboards with social reference frames may elicit greater change to self‐efficacy than those with progress reference frames. Exploratory results found that dashboards with progress reference frames may elicit greater positive directional change than those with social reference frames and that they may elicit equal directional change. These findings contribute to the understanding of self‐efficacy beliefs within the Chemical industry, with potential impacts on skill development. The research may inform the design of targeted interventions and training programs to influence self‐efficacy. From a practical perspective, this research suggests that careful consideration is needed when choosing reference frames in learning analytics dashboards due to their potential consequences on the formation of learner self‐efficacy. Lay Description: What is already known about this topic?: Learning analytics dashboards often aim to stimulate self‐regulated learning by providing feedback.Feedback plays a crucial role in simulation‐based learning and learning analytics dashboards can be a valuable tool to deliver feedback and facilitate the learning process by providing learners with insights into their performance and progress.Previous research has highlighted the importance of reference frames as critical design features of learning analytics dashboards, as they assist learners in making sense of learning analytics feedback.Self‐efficacy is a powerful determine factor of workplace performance and is influenced by mastery experiences and social modelling information. What the paper adds?: A theoretical framework describes the mediating role self‐reflection phase processes of the self‐regulated learning cycle plays in the formation of occupational self‐efficacy.This paper introduces the concept of three learning analytics reference frame components which include the performance outcome component, point of comparison component and score delta component.The paper indicates that learning analytics dashboards designed with a progress reference frame does not elicit greater change to occupational self‐efficacy than the social reference frame.Exploratory results suggest dashboards with progress reference frames might produce greater positive directional change compared to social reference frames or elicit equal change. Implications for practice?: Learning analytics system designers who use reference frames to help learners make sense of their feedback should carefully consider which reference frames they use as these decisions likely have consequences on the formation of learner self‐efficacy beliefs.For LAD designers and stakeholders, recognising the absolute change and directional shift in self‐efficacy is crucial, as LAD designs significantly influence these dynamics and guide the tailoring of effective tools.In industries like the chemical sector, where overconfidence can result in severe consequences, understanding the nuance of self‐efficacy changes is especially pertinent. [ABSTRACT FROM AUTHOR]

This paper is based on a Horizon 2020 research project on the enhancement of migrant children's ability to contribute to the change of their conditions of integration in the education system in seven countries (Children Hybrid Integration: Learning Dialogue as a way of Upgrading Policies of Participation, CHILD‐UP; GA 822400). The paper draws on data collected in vocational schools, with adolescents aged 14–16, in Italy. It draws on transcribed interactions to analyse activities in school classrooms in which facilitators support migrant adolescent's agency in producing narratives of their personal cultural trajectories. The paper shows how facilitators and adolescents share the rights of telling the narratives, the gender differences that become visible in the adolescents' narratives, and the ways in which facilitation supports the hybrid integration of migrant adolescents. [ABSTRACT FROM AUTHOR]

Background: When parents bring their child to appointments and then adhere to agreed speech and language therapy (SLT) recommendations, there is the potential to increase the intensity of the intervention, support generalization and improve outcomes. In SLT, however, little is known about factors that may promote attendance or adherence. Studies in other clinical areas such in medicine, psychology and physiotherapy have identified risk factors for non‐attendance or non‐adherence that are multifactorial and variable dependent on, for example, population and intervention. Aims: To identify rates of non‐attendance and non‐adherence, and to identify parent or child factors associated with parent involvement in intervention for children under 5 years of age receiving SLT. Methods: Parents completed questionnaires at two time points assessing the domains of parents' beliefs (problem perceptions, self‐efficacy), personal circumstances (socio‐demographics, family functioning), treatment experience and child factors. Predictors of parent attendance and adherence were identified through multiple regression analyses. Non‐attendance rates were identified via local health records and non‐adherence ascertained using a specific parent‐reported measure within the treatment experience domain. Results: Participants (N = 199) were predominantly mothers, and were ethnically and socio‐economically diverse, speaking a wide range of languages. Their children presented with a range of speech, language communication needs (SLCN). The rate of non‐attendance was 25% and the main predictors of non‐attendance were maternal age, education level and two factors within the parent beliefs domain. This model explained 40% of the variance in attendance. The rate of non‐adherence in this cohort was 26% with parental rating of the importance of a recommendation and self‐efficacy beliefs predicting adherence; this explained 56% of the variance in adherence to SLT recommendations at home. Conclusions & Implications: Our research has provided preliminary evidence of the influence of parents' beliefs, personal circumstances and treatment experiences on their involvement in their child's therapy. Speech and language therapists should consider factors impacting attendance and adherence to treatment and explore parental perceptions of their child's SLCN before embarking on an intervention, a foundation for collaborative practice. A possible limitation of this study is that the levels of attrition in our sample led to generally high measured rates of participation, which should be considered in future studies. Future research should explore adherence in treatments with varying doses, with different types of SLCN or interventions and in different settings. WHAT THIS PAPER ADDS: What is already known on the subject: It is acknowledged that parent involvement in their child's therapy, such as attending and adhering to recommendations, is important but little is known about the rates of involvement and what factors may be associated with attendance and adherence in SLT. Qualitative research has explored parental involvement suggesting that beliefs about an intervention may be pertinent. Extensive research in other clinical areas suggest multiple and varied factors are influential and further exploration of particular populations and interventions is necessary. What this paper adds to the existing knowledge: This study identified rates of parental non‐attendance and non‐adherence in a cohort of predominantly mothers of children under the age of 5 years. It is the first study to measure parent adherence in SLT and identify factors that are associated parental adherence to SLT recommendations. It adds to the small body of SLT specific research in understanding risk factors for non‐attendance. What are the potential or actual clinical implications of this work?: This study highlights the need for a speech and language therapist to consider and explore parents' perspectives of their child's SLCN as a part of achieving collaboration with a parent in order to achieve the best outcomes. It provides a foundation for further systematic research into parent involvement with the ultimate aim of enhancing outcomes for children with SLCN. [ABSTRACT FROM AUTHOR]

Background: COVID‐19 necessitated emergency telepractice for student‐led speech‐language therapy clinical practicals in training institutions, with limited preparation and evidence‐based guidelines. Beyond the pandemic, practitioners and university training sites are likely to continue to offer telepractice necessitating thorough preparation for telepractice services underpinned by a comprehensive understanding of the complexities involved in online therapy. Aims: Adopting realist evaluation principles, our aim in this paper was to explore broadly what works and does not work in a set of student‐led telepractice sessions in a diverse, resource‐limited context. The broader goal of this project was to provide evidence‐based support to enhance the efficiency and success of telepractice sessions in student clinical training contexts. Methods & Procedures: We used qualitative observational methods with reflexive thematic analysis to analyse 28 video recordings and 61 observation notes of student‐led paediatric telepractice sessions from a South African university clinic as part of a pilot study. Outcomes & Results: We identified four overarching considerations for student‐led telepractice: (1) additional, specific preparation is required, (2) with greater management of technology and adaptation of tasks, especially during times of poor connectivity; (3) telepractice relies heavily on caregiver input and collaboration; and (4) promoting engagement online, holding a client's attention, building rapport and offering reinforcement are critical skills that are complicated by the lack of face‐to‐face contact. Conclusions & Implications: Our findings indicate that telepractice pedagogy needs to be explicitly taught and students require practical assistance as they learn how to use this service delivery approach effectively. There are some aspects peculiar to telepractice that require unique consideration and planning, especially in contexts where service providers and users may be unfamiliar with this form of service provision. The findings of this pilot study can be used by clinical educators and student clinicians to enhance clinical training opportunities involving telepractice. WHAT THIS PAPER ADDS: What is already known on this subject: Many speech‐language therapy (SLT) student clinicians had to transition quickly to telepractice service provision during COVID‐19 with limited existing guidelines and support, especially in contexts where teletherapy is typically non‐existent or difficult to access. Although there is some literature available on experiences of telepractice, there is very little evidence‐based research which explores the mechanics of such sessions in real‐time and which offers practical support to student clinicians and clinical educators engaging in this mode of service delivery. What this study adds: This pilot study examined video‐recorded, student‐led, paediatric, speech‐language teletherapy sessions to understand challenges and considerations involved in using telepractice as a clinical training tool. Findings show that additional preparation for telepractice sessions is required, particularly in contexts of poor digital literacy; students must learn to manage technology, especially when connectivity poses a challenge, and adapt therapy tasks for online work with clients; telepractice relies heavily on caregiver input and collaboration, more so than in in‐person consultations, and this relationship requires careful management; and promoting engagement online, holding a client's attention, building rapport and offering reinforcement are critical yet challenging skills in telepractice. What are the potential or actual clinical implications of this work?: Our findings highlight a need to teach telepractice pedagogy explicitly and support students practically in learning how to provide therapy effectively via this mode of service delivery. Observational methods for studying practices in recorded telepractice sessions can be used as part of a reflective approach to clinical training. Using already available data allowed us to unpack the 'messy reality' of clinical training using telepractice. [ABSTRACT FROM AUTHOR]

Background: There is a lack of evidence relating to cognitive‐communication difficulties following traumatic brain injury (TBI) sustained in older adulthood. A prominent area in which post‐TBI cognitive‐communication difficulties manifest is at the level of social communication. An investigation of social communication focusing on comparison of those injured in older and younger adulthood is a practical starting point for age‐related cognitive‐communication outcome comparison. Aims: The overall objective of this study was to explore the social communication of individuals who sustained severe TBI in an early period of older adulthood (50–70 years) compared to younger adulthood (18–40 years), as informed by self and close other reports. Methods & Procedures: This exploratory controlled group comparison study involved analysis of self‐reported and close other reported La Trobe Communication Questionnaire data for 22 adults with severe TBI (11 older at injury; 11 younger at injury) and 22 control participants (11 older; 11 younger). TBI participants were matched for injury variables and participant groups were matched for sex, age and education. Outcomes & Results: The close others of the older and younger adults with TBI reported them to have significantly more frequent difficulty with social communication than the close others of age‐matched control groups. Older adults with TBI reported significantly more frequent difficulty with social communication than uninjured older adults. In contrast, younger adults with TBI and uninjured younger adults reported a similar frequency of difficulty with social communication. No age‐based difference in the frequency of social communication difficulty was evident when comparing the self or close other reports of older and younger adults with TBI. Awareness of social communication difficulty, as indexed by comparing self and close other perceptions, showed a different pattern across the TBI groups. The older TBI group rated themselves as having significantly less frequent social communication difficulty than was perceived by their close others. In contrast, no statistically significant difference was evident between the self and close other social communication ratings of the younger TBI group. Conclusions and Implications: Where possible clinicians need to work with close communication partners to understand the nature and degree of social communication difficulty following severe TBI. This may be especially important when working with people who sustain TBI in older adulthood if future research shows that this population have greater difficulty with self‐awareness of social communication difficulty. What this paper adds: What is already known on the subject: Cognitive‐communication difficulties are a common consequence of traumatic brain injury (TBI) that can have long‐term impact on everyday functioning. These challenges have primarily been investigated in individuals who sustained TBI in younger adulthood. What this paper adds to existing knowledge: Individuals who sustain severe TBI in early older adulthood have a higher frequency of reported social communication difficulty to non‐injured adults of a similar age, albeit they may underreport such difficulties potentially in the context of reduced self‐awareness. What are the potential or actual clinical implications of this work?: Social communication difficulty is an issue for people who sustain severe TBI in early older adulthood. However, a poorer overall social communication outcome in comparison to those injured in younger adulthood should not be assumed. Clinical service delivery for these challenges is most optimally delivered in a collaborative manner with the individual and their close others. Future research is required to investigate the identified trends from this study. [ABSTRACT FROM AUTHOR]

Introduction: Despite the advancements in Patient and Public Involvement and Engagement (PPIE), the voices of traditionally underserved groups are still poorly reflected in dementia research. This study aimed to report on a PPIE partnership between academics and members of the public from underserved communities to co‐design Forward with Dementia—Social Care, a resource and information website supporting people receiving a dementia diagnosis. Methods: The PPIE partnership was set up in four stages: 1–identifying communities that have been under‐represented from PPIE in dementia research; 2—recruiting PPIE partners from these communities; 3—supporting PPIE partners to become confident to undertake their research roles and 4—undertaking research co‐design activities in an equitable fashion. Results: To address under‐representation from PPIE in dementia research we recruited seven PPIE partners from Black, Asian and other minority ethnic groups; lesbian, gay, bisexual, transgender, queer+ communities; remote/rural area; religious minorities and partners living with rare forms of dementia. The partners met regularly throughout the project to oversee new sections for the study website, refine existing content and promote the website within their communities. Conclusion: Strategies can be used to successfully recruit and involve PPIE partners from underserved communities in co‐design activities. These include networking with community leaders, developing terms of reference, setting out 'rules of engagement', and investing adequate resources and time for accessible and equitable involvement. These efforts facilitate the co‐design of research outputs that reflect the diversity and complexity of UK contemporary society. Patient or Public Contribution: This study received support from seven members of the public with lived experience of dementia from communities that have been traditionally underserved in dementia research. These seven members of the public undertook the role of partners in the study. They all equally contributed to the study design, recruitment of participants, development and revision of topic guides for the interviews and development of the website. Three of these partners were also co‐authors of this paper. On top of the activities shared with the other partners, they contributed to write independently of the academic team the section in this paper titled 'Partners' experiences, benefits and challenges of the partnership'. Further, they provided input in other sections of the paper on a par with the other (academic) co‐authors. [ABSTRACT FROM AUTHOR]

Background: Age is a key factor when dealing with language and speech disorders, as it entails a progressive loss of neuroplasticity even in healthy individuals. Apart from this, ageing also affects our word‐retrieval abilities, and thus, our discursive skills, particularly in people suffering from neurodegenerative diseases. Therefore, descriptions and/or measures of communicative performance always need to be interpreted through the lens of variation across the lifespan. Aim: This paper's main objective is to create a general tutorial for researchers willing to start delving into discourse analysis, both in healthy and pathological ageing. Methods: An eight‐step tutorial on discourse analysis in the elderly is presented. Each of these steps starts with general recommendations and progresses to more specific topics that may be relevant when conducting this type of research. All of the steps have been extrapolated from an extensive literature review on discourse analysis. Main Contributions: This work presents an easy‐to‐follow, step‐by‐step tutorial on discourse analysis in the elderly. It is aimed at clinical researchers who are taking their first steps in discourse analysis.It may also be useful for those who are already familiar with the methodology but may be interested in reading a general overview on the topic. Moreover, it offers new insights into the following topics: types of research questions, advantages and disadvantages of the different research methodologies and ethical considerations for data production in clinical linguistics. Conclusions: Discourse analysis in the elderly is a highly complex issue that may require researching from different approaches and disciplines. This implies following a well‐planned and thorough process, which we have detailed through the following eight steps: (i) reviewing literature; (ii) formulating the research question; (iii) designing the study; (iv) producing data; (v) selecting technological tools for data treatment; (vi) transcribing the corpus; (vii) annotating the corpus and (viii) analysing and interpreting the results. What This Paper Adds: What is already known on the subject: Approaches in discourse analysis in elderly adults, and particularly, in people suffering from dementia have already been analysed by previous researchers and categorised into three main trends: the quantitative‐experimental approach, the qualitative‐naturalistic approach and an in‐between path, the quantitative‐naturalistic approach. Also, several handbooks on general discourse analysis have presented comprehensive revisions on potential resources and methodologies that can be applied to researching discourse in elderly populations. What this paper adds to existing knowledge: This paper takes these three main approaches and analyses how the most recent research on language in ageing and dementia fits into them. Furthermore, it reviews the advantages and disadvantages each of them may bring for beginners in the field of discourse analysis. Moreover, it adds some studies that may fit into a fourth approach: the qualitative‐experimental. This article also presents information about several of the main steps when analysing data from the pragmatic perspective: the formulation of the research question, data production and the transcription/annotation process. What are the potential or actual clinical implications of this work?: This work has been devised for linguists who may want to read a systematization of the steps for analysing discourse in elderly populations. It may also be of interest to specialists from different fields such as speech therapy, psychology, gerontology or neurology who desire to start applying methods from discourse analysis in their work and aim to have a comprehensive scope of the main research trends within the field of clinical pragmatics. [ABSTRACT FROM AUTHOR]

The World Health Organization has been involved in male contraceptive development for over 50 years. In line with its functions and mandate, World Health Organization works with diverse stakeholders to support research, develop norms and standards, engage member states, facilitate prequalification, introduction and scale up, measurement, and tracking of contraceptives. World Health Organization has a key role in galvanizing global efforts to ensure universal access to contraception services irrespective of income group. Regarding male contraceptive development, World Health Organization has provided technical leadership, supported early research, created and supported research centers, built research capacity in various countries, and standardized semen analysis procedures. In this paper, a detailed description is provided with examples across the various stages of male contraceptive development. Limited funding to World Health Organization is a key challenge. [ABSTRACT FROM AUTHOR]

Stress forecasting is the cognitive process of anticipating and preparing to respond to future stress experiences based on one's own perceived future stress. Though it may seem intuitive that stress forecasting predicts stress, competing theories exist that indicate the relationship is not so inherent. In this paper we conducted two studies which both examine the relationships between stress forecasting and day stress, examining two different stress domains (appraisal and coping). Participants in Study 1 (n = 143 working adults) and Study 2 (n = 60 undergraduate students) completed 4 and 14 days, respectively, of ecological momentary assessment reports of stress appraisal forecasting, stress coping forecasting, stress appraisal reports, and stress coping reports, for a combined total of 5280 completed assessments. Exploratory analysis in Study 2 examined the importance of morning forecast discrepancy in relation to evening recalls of day stress. Results indicate that within domain (e.g., stress appraisal to appraisal reports), or domain specific, stress forecasting is predictive of day stress, and that across domains (e.g., stress appraisal to coping reports), or domain crossover, was consistent between stress appraisal forecasting and stress coping reports. Results suggest that magnitude of bias and day outlook (i.e., being either optimistic or pessimistic) about one's coping ability matters for day stress outcomes. Findings have implications for developing challenge‐based thinking interventions and further understanding cognitive processes for building stress management strategies. [ABSTRACT FROM AUTHOR]

Randomized controlled trials (RCTs) are considered the gold standard for causal inference. With a sufficient sample size, randomization removes confounding up to the time of randomization and allows the treatment effect to be isolated. However, RCTs may have limited generalizability and transportability and are often not feasible in addiction research due to ethical or logistical constraints. The importance of observational studies from real‐world settings has been increasingly recognized in research on health. This paper provides an overview of modern approaches to designing observational studies that enable causal inference. It illustrates three key techniques, Directed Acyclic Graphs (DAGs), modified Disjunctive Cause Criterion and Target Trial Emulation, and discusses the strengths and limitations of their applications. [ABSTRACT FROM AUTHOR]

Background: Malnutrition is associated with increased morbidity, mortality, and healthcare costs. Early detection is important for timely intervention. This paper assesses the ability of a machine learning screening tool (MUST‐Plus) implemented in registered dietitian (RD) workflow to identify malnourished patients early in the hospital stay and to improve the diagnosis and documentation rate of malnutrition. Methods: This retrospective cohort study was conducted in a large, urban health system in New York City comprising six hospitals serving a diverse patient population. The study included all patients aged ≥ 18 years, who were not admitted for COVID‐19 and had a length of stay of ≤ 30 days. Results: Of the 7736 hospitalisations that met the inclusion criteria, 1947 (25.2%) were identified as being malnourished by MUST‐Plus‐assisted RD evaluations. The lag between admission and diagnosis improved with MUST‐Plus implementation. The usability of the tool output by RDs exceeded 90%, showing good acceptance by users. When compared pre‐/post‐implementation, the rate of both diagnoses and documentation of malnutrition showed improvement. Conclusion: MUST‐Plus, a machine learning‐based screening tool, shows great promise as a malnutrition screening tool for hospitalised patients when used in conjunction with adequate RD staffing and training about the tool. It performed well across multiple measures and settings. Other health systems can use their electronic health record data to develop, test and implement similar machine learning‐based processes to improve malnutrition screening and facilitate timely intervention. Key points/Highlights: Malnutrition is prevalent among hospitalised patients and frequently goes unrecognised, with the potential for severe sequelae. Accurate diagnosis, documentation and treatment of malnutrition have the potential of having a positive impact on morbidity rate, mortality rate, length of inpatient stay, readmission rate and hospital revenue. The tool's successful application highlights its potential to optimise malnutrition screening in healthcare systems, offering potential benefits for patient outcomes and hospital finances. [ABSTRACT FROM AUTHOR]

This article presents research that explored the ways that systemic and family therapists might approach the support of families living with dementia. A constructivist grounded theory methodology was used to interpret interviews with four systemic family therapists working in the United Kingdom. All participants had professional and/or lived experience of dementia. Transcript analysis and theoretical sampling led to the development of five categories, each related to different aspects of considering systemic therapy in a dementia context. These categories were further developed into a 'systemically informed dementia orienteering' conceptual framework, which is presented in this paper as a learning resource. Findings are related to existing literature, and recommendations for future research are made. [ABSTRACT FROM AUTHOR]

Although leisure constraints that individuals have to cope with can negatively affect their social inclusion and satisfaction with life, little research has addressed the link between these variables. Therefore, the current paper examined the moderator role of leisure constraints on the relationship between satisfaction with life and leisure constraints among adults living in five different European countries. The respondents were 1,382 women and 877 men adults. The findings of analysis revealed that all factors used in the study accounted for 15% of the variance in satisfaction with life and social inclusion had a significant and positive impact on satisfaction with life. As a result, it can be said that leisure constraints had a moderating effect on the relationship between satisfaction with life and social inclusion. The present research study recommends that social inclusion should be encouraged through decreasing to leisure constraints to increase the life satisfaction. [ABSTRACT FROM AUTHOR]

Introduction: Current strategies to address shortages of rural doctors focus on developing a pipeline for rural generalist practice. Limited research has explored how doctors' professional journey engenders the skills required to practice rurally. Objective: This paper analyses how rural general practitioners' clinical pathway informs their scope of practice and future retention. Design: Qualitative thematic analysis using semi‐structured telephone interviews. Twenty‐one general practitioners appointed in their local health district of Murrumbidgee and Southern New South Wales, Australia, within the past 10 years. Participants comprised 10 Australian medical graduates (AMG) and 11 international medical graduates (IMG). Findings: AMGs and IMGs contrasted how their pathway into rural practice, and capacity to work rurally, informed their scope of practice. Australian medical graduates' familiarity with rural areas was consolidated through congruous experiences, including at rural clinical schools. Paradoxically, the fluency of their training limited the amount of unsupervised experience and confidence AMGs gained. Together with a focus on work‐life balance, this limited many to providing mainstream general practice, precluding extending their scope of practice. International medical graduates described disseminated experiences, often unsupervised in high‐volume contexts. However, a lack of professional opportunities prevented them from extending their scope of practice. Discussion: IMG and AMG motivation and pathway for working rurally differ. Respective cohorts have concerns regarding requisite skills and knowledge for rural practice, which incorporates opportunity and recognition. Entry points for training should be variable to allow consideration of life stage, prior skill development and extension of scope of practice. Conclusion: Doctors' scope of practice is informed by their pathways into rural practice. Australian medical graduates may not gain adequate competence during expedited training programs to confidently undertake extended clinical activities. International medical graduates, however lacked the opportunities and support, to utilise their expertise in rural practice. Complementarily utilising the expertise and commitment of both AMGs and IMGs may synergistically address workforce shortages. [ABSTRACT FROM AUTHOR]

Introduction: Commercial tobacco use was systematically embedded as a valuable commodity through colonisation that continues to be exploited for profit by the Tobacco Industry. There have been significant declines in current smoking prevalence among Aboriginal and Torres Strait Islander peoples 18 years and over, from 55% in 1994 to 43% in 2018–2019. This paper seeks to better understand smoke‐free behaviours, and to systematically quantify associations between a range of SDOH and non‐smoking/never‐smoking among Aboriginal and Torres Strait Islander adults (≥18) living in regional Australia. Objective: To explore the social determinants of health (SDOH) related to non‐ and never‐smoking among Aboriginal and Torres Strait Islander peoples in regional Australia. Design: Cross‐sectional analysis of the NATSIHS, weighted to the Aboriginal and Torres Strait Islander adult population living in regional Australia, was conducted. Participants were characterised as people who were current smokers, never‐smokers and non‐smokers (ex‐ and never‐smokers). The social determinants of health exposures related to socioeconomic position, well‐being and access to healthcare. Setting: Regional Australia is distinct from urban and remote areas, based on the ASGS Remoteness Structure (ABS) 2018–2019. Participants: Aboriginal and Torres Strait Islander adults (≥18 years) who were selected, consented and asked questions about smoking in the National Aboriginal and Torres Strait Islander Health Survey (NATSIHS 2018/19). Results: High income was associated with non‐smoking (Prevalence Ratio [PR] = 2.07; 95% CI: 1.66–2.57) and never‐smoking (PR = 2.02; 1.46–2.79), as was completing year 10 (non‐smoking PR = 1.34; 1.12–1.61 and never‐smoking PR = 1.56; 1.20–2.03). Better food security was associated with a higher prevalence of never‐smoking (PR = 2.42; 1.48–3.98). Lower psychological distress scores were associated with non‐smoking (PR = 1.30; 1.10–1.53) and never‐smoking (PR = 1.56; 1.21–2.01). Never‐smoking was more frequent in participants reporting no experiences of unfair treatment (PR = 1.59; 1.22–2.06). Having a usual healthcare provider was associated with non‐smoking (PR = 1.38; 1.02–1.86). Positive exposure to the SDOH were associated with non‐ and never‐smoking among Aboriginal and Torres Strait Islander adults in regional Australia. Structural and systemic changes to address the SDOH, including discrimination and racism, are expected to accelerate non‐smoking behaviours and improve health outcomes for Aboriginal and Torres Strait Islander peoples. [ABSTRACT FROM AUTHOR]

Background: Haptic feedback has been shown to be an effective facilitator of the learning of scientific concepts in a series of studies. However, little is known about the underlying salient learning mechanisms, which are activated when learning from haptic feedback. Objectives: We investigate the learning mechanism in a higher chemistry education setting, in which the students learned about the abstract concept of potential energy in a quantum chemical context. Methods: In this work, we present a mixed‐methods problem‐solving prior to instruction (PS‐I) study with chemistry bachelor students. In an interactive quantum chemistry learning environment, the students explored the energetic profiles of nucleophilic substitution reactions and the corresponding activation barriers experienced as repulsion and attraction. We measured cognitive and affective mechanisms which have been shown to be activated in PS‐I designs, such as knowledge gap awareness, state curiosity, and positive affect as well as the learning outcome quantitatively and the learning trajectories qualitatively. Results and Conclusions: Planned contrasts revealed a small hindering effect of the haptic feedback on the learning outcome. Thematic analysis of the qualitative data lets us attribute this effect to the lack of scaffolding of the haptic feedback and the spontaneous atomic movements in the simulation, which may be interpreted as a visual representation of force in itself. This work highlights the importance of accurate mappings of the haptic feedback unto the target domain and further delivers insight into the prior conceptions of chemistry undergraduate students. Lay Description: What is already known about this topic: Haptic feedback can facilitate learning by grounding abstract concepts in sensory experiences.While previous studies have reported positive affective results, the cognitive results are ambiguous.Moreover, it was frequently reported that the learning of potential energy in a (quantum) chemical context is particularly difficult due to (i) the lack of grounding opportunities and (ii) the diverse previous conceptions. What this paper adds: A learning environment to interact with molecular systems in real‐time is proposed.The concept of activation energy is grounded in sensory experience of pushing and being pulled.The mixed‐methods design allows to explore cognitive and affective variables as well as the specific prior conceptions activated by the environment. Implications for practice and/or policy: We found a small negative effect of the haptic feedback on the learning outcome, potentially due to insufficient introduction of it to the students.The spontaneous movement of the atoms was identified as a more suitable external representation of the force.Future studies should investigate, if explicit introduction of the embodied metaphor can reverse this effect. [ABSTRACT FROM AUTHOR]

Background: The global introduction of complex measures directed at the containment of the COVID‐19 spread has spurred a massive shift to distance learning among educational institutions. As far as such a learning mode is rather forced and, probably, only a few establishments faced no difficulties with it, the matter of assuring teaching activities' effectiveness in the practice of e‐learning is relevant. Objectives: The main purpose of this article was to assess the efficiency of online‐based tools and technologies in the context of distance education and develop a set of recommendations aimed at improving the effectiveness of online teaching. Methods: The research methodology was based on an empirical approach presupposing an exploratory questionnaire survey addressed to university students. As for the e‐learning platform used, the focus was set on Microsoft Teams. Results and Conclusions: In general, the conducted investigation unveiled that the perception of the role of the instructor differs among Western and Chinese students in terms of willingness to accept psychological help and the feeling of safety during online lessons. Given this, it is reasonable to pay more attention to the psychological well‐being of international students. The comprehensive analysis of survey outcomes allowed the development of a set of recommendations able to enhance the effectiveness of teaching in online settings. These encompass, for example, giving preference to small student group formations, setting greater emphasis on means increasing students' motivation to learn, involvement of instructors in the development and delivery of video lectures, the introduction of automated student assessment, use of multimedia information, and informing students about possible ways of interaction. Lay Description: What is already known about this topic: The comprehensive analysis of survey outcomes allowed developing a set of recommendations able to enhance the effectiveness of teaching in online settings.The most convenient digital features during e‐learning implementation were instant access to information and the availability of a shared chat room.Pre‐pandemic electronic learning was often criticized for insufficient student engagement and social interaction, leading to the need to increase student engagement through interactive online activities, virtual group projects, online discussion forums, and accessibility. What this paper adds: In general, the conducted investigation unveiled that perception of the role of instructor differs among Western and Chinese students in terms of willingness to accept psychological help and the feeling of safety during online lessons.It appeared that international students are more exposed to stress factors and are less likely to trust an educator to the degree allowing them to ask for help.It was possible to develop a set of recommendations aimed at improving the effectiveness of teaching activities during e‐learning through an in‐depth analysis of survey results. Implications for practice and/or policy: Several implications for future investigations can be identified, namely: conducting further studies on the psychological well‐being of international students in online learning, examining cross‐cultural differences, exploring the effectiveness of teaching practices, and addressing broader social issues and consequences.Further research should focus on institutions across China to generalize the results obtained and formulate more reliable inferences.Another limitation is related to the instructors themselves. This variation in specialization among participants could have had an impact on the study's results, but it was not possible to address this issue within the constraints of the current research design. [ABSTRACT FROM AUTHOR]

Background: Artificial Intelligence (AI) literacy is a crucial part of digital literacy that all individuals should possess in today's technologically advanced world. Despite the potential benefits that AI education offers, little research has been done on how to teach AI literacy to children. Objectives: This study aimed to fill that gap by investigating how children were engaged in AI literacy activities that are supported by intelligent agents. These activities were implemented in a Hong Kong kindergarten with a class of six 5‐year‐olds (Mage = 62.83 months, SD = 2.91) over a 6‐week period. Methods: The study gathered data from multiple sources, including classroom observations, teacher interviews, and documents/artefacts. Results and Conclusions: The results showed that children could learn about AI through interaction with intelligent agents in embodied learning contexts. The findings of this study have implications for the broader field of digital technology education, particularly in the context of early childhood education. Lay Description: What is already known about this topic: Artificial Intelligence (AI) literacy is essential in today's world.Little research exists on engaging young children in learning AI literacy. What this paper adds: Technology‐enhanced embodied learning approach affords multimodality in enabling young children's learning with AI‐related agents.Project‐based learning and real‐life examples can enhance children's learning. Implications for practice and/or policy: Early exposure to AI can help children navigate the increasingly digital world.Practical approaches, such as embodied and multimodal learning, seem to be effective.Teachers can enhance children's digital learning by using pedagogical strategies like project‐based learning and real‐life examples. [ABSTRACT FROM AUTHOR]

The article presents the discussion on research community increasingly partners with consumers and community in the design and conduct of research. Topics include Recent studies have explored the perceptions of Editor-in-Chiefs regarding the acceptability for consumer co-researchers to be authors on papers; and authorship were developed by the scientific community to ensure appropriate attribution for the work.

Internationalization is known to enhance university capacities in cross‐border learning and encourage institutional transformations for improved quality of scholarship and education. Studies on internationalization of research and teaching are, however, under‐problematized with regard to asymmetries that pervade different collaborating systems and cultures. This paper addresses this gap by elucidating asymmetries in the Greater Bay Area of China (GBA), which is dealing with differences in legacies and experiences of internationalization in university research and teaching. At a time when the governments in the three constituent jurisdictions of GBA—Guangdong Province, Hong Kong Special Administrative Region (SAR), and Macao SAR—encourage universities to collaborate across jurisdictional borders, this study applies a bibliographic analysis to shed light on asymmetries and mitigation strategies in internationalization of research and teaching. [ABSTRACT FROM AUTHOR]

This paper presents an account of how children's sense of agency is produced in machinic assemblages. The ethnographic data used in this study originated in one elementary school classroom. By utilising children's own expressions of their agency and by examining the machinic assemblages in which these expressions were produced, we demonstrate that school policies are not merely a background for schools' mundane practices. Rather, when combined with other elements in a school setting, policies have heterogeneous consequences for children's sense of agency. [ABSTRACT FROM AUTHOR]

Aim: The aim of this article was to introduce Fairclough's critical discourse analysis (CDA) in caring and nursing science, to provide a guide on how to perform such an analysis, and to describe the wider context of discourse epistemology. Design: The article is designed as a methodological paper, including (a) epistemological roots of discourse analysis, (b) an overview of discourse analytical research within caring and nursing science which points out an increased trend, and (c) a guide to conducting a CDA. Analysis: It is important that discourse analysis is available and accessible to nursing and caring researchers. Through the process of encircling discourses, valuable insight is given into fields that otherwise would be lost or would not be available. Conclusion: Our summary stance is that discourse analysis as it is presented in this article is strongly advisable for use in nursing and caring sciences. [ABSTRACT FROM AUTHOR]

Introduction: Telepractice service delivery of allied health interventions to people with disability can potentially reduce access barriers and improve service equity. However, questions remain regarding telepractice functionality for people with disability. This study addressed questions related to how allied health clinicians and managers perceive telepractice as functioning in the provision of therapy services to people with disability. Methods: Thirteen interviews of allied health clinicians and managers from across Australia were conducted between 21 November and 22 February via MS teams. Qualitative methodology and critical realist theoretical paradigm underpin the study. Data analysis was completed using a reflective thematic analysis method and five themes were generated and described utilising an analytic metaphor. Results: The study themes were described in relation to a shopping for shoes analytic metaphor and the five themes included (1) a shoe for every foot, (2) planned purchases, (3) shoe on the other foot, (4) you need both shoes and (5) help choosing their shoes. In summary, the function of telepractice fits differently for each individual, similar to pairs of shoes. Conclusions: Telepractice has its own strengths and weaknesses and isn't a direct substitute for in‐person sessions, much like left and right shoes are similar but not the same. The results support participant perceptions that telepractice functions best as an adjunct to in‐person sessions through a flexible hybrid delivery model in the provision of therapy services to people with a disability. A strategy for improving perceived usefulness may involve positioning telepractice as unique with strengths and weaknesses, not replacing in‐person care. Patient or Public Contribution: The paper forms part of a larger codesign process which included customer and carer participants throughout the design and planning of the project, inclusion of a peer researcher, and the selection of the analytic metaphor including in the findings of this article production. [ABSTRACT FROM AUTHOR]

Introduction: Telepractice has the potential to align with the directive to reduce inequalities by United Nations Sustainable Development Goal 10. Telepractice additionally addresses a national digital health strategic plan for accessible digitally enabled models of care. To plan improvements, it is essential to understand the experience of telepractice for people with disability, which may be achieved through an approach such as journey mapping. The current article provides both a disability‐specific case study and a methodological guide for the inclusion of customers and clinicians in the meaningful redevelopment of services. The Perth, Australia‐based case study aimed to gain insights into the experience of telepractice for people with disability. The methodological aim describes using co‐design to produce a journey map in collaboration with customers and clinicians, for potential replication in a wide range of health and social care contexts. Method: Interview transcripts gathered from a cohort of customer participants (n = 17) were used to inform the journey map. A group of customers (n = 5) and clinicians plus one manager (n = 5) distributed the findings onto a customer experience journey map during a co‐design workshop. The journey map describes the emotional experience and actions taken, along five phases of a timeline through telepractice service interactions: (1) before, (2) selecting telepractice, (3) telepractice preparation, (4) during telepractice sessions and (5) after. Results: A journey map visualisation of customer experiences was produced that identified strengths of telepractice service delivery (flexibility) while noting challenges (with technology) as opportunities for improvement. The consensus of participants was the desire to have access to telepractice currently and in the future, in addition to in‐person delivery. Conclusion: These findings are valuable in the context of advocating for the incorporation of customers and clinicians through co‐design workshops in the content analysis and creation of a journey map that is representative of the lived experience of accessing telepractice services. Patient or Public Contribution: The paper forms part of a larger co‐design process that included customer participants throughout the design and planning of the project, inclusion of a peer researcher and the co‐designers in the workshops, journey map and this article production. [ABSTRACT FROM AUTHOR]

The COVID‐19 pandemic has caused disruptive changes across different life experiences essential to children's growth and development, including early childcare services and schools, thus threatening precious opportunities for children in early childhood to learn. The pandemic has also undermined the collaborative and alliance relationship between childcare services and families which has been widely considered an important aspect of modern services. This paper presents and discusses results from a mixed‐method exploratory study with early childcare services for children between 0 and 6 years in Italy in 2021, involving both teachers and parents, to understand experiences, educational practices put in place in childcare services, feelings, resources and risks perceived by families and teachers. [ABSTRACT FROM AUTHOR]

Background: Treatment fidelity refers to the degree to which an intervention is implemented as intended. Promoting treatment fidelity is important to achieve a valid comparison in intervention research. However, it is often underreported: few studies detail the use and development of fidelity measures. This study aims to promote the treatment fidelity of a modified version of the Derbyshire Language Scheme (M‐DLS), a manualised intervention for children with language difficulties, by exploring participants' opinions on training and intervention delivery. Results inform development of a checklist and scoring system to monitor and promote treatment fidelity in a comparison trial. Method: Ten student speech and language therapists (SLTs) and two research assistants (RAs) participated in the study. All received training on the M‐DLS, and 10 were video‐recorded completing role‐plays of an M‐DLS session in small groups. Feedback was gathered after training and role‐plays in focus groups and interviews. Feedback was interpreted using the constructs of the Theoretical Domains Framework (TDF). A treatment fidelity checklist was then developed using the feedback. The first author and two RAs rated role‐play videos using the checklist to trial it to inform amendments and to promote interrater reliability. Interrater agreement was calculated using Spearman's test of correlation. Results: Participants discussed the importance of having clear materials and time to practise sessions. They suggested amendments to the materials and training to promote treatment fidelity. The checklist and scoring system accounted for participants' suggestions, with amendments detailed in a log. Spearman's correlation results suggested agreement between the raters was strong. Conclusions: Results emphasise the importance of training quality, practice and reflective opportunities and clear materials to promote treatment fidelity. The construction of the checklist and scoring system was described in detail, informing the development of future checklists. After further trialling, the checklist can be used to ensure the M‐DLS is delivered with high treatment fidelity in the comparison trial. What this paper adds: What is already known on this subject: Treatment fidelity is an essential component of intervention effectiveness and efficacy studies, ensuring the intervention is delivered as intended. It is also an essential component of evidence-based clinical practice. However, few research studies report the treatment fidelity process or publish the checklists used, depriving clinicians of useful information for implementation. What this study adds: This study describes in detail the iterative process of treatment fidelity checklist development, engaging those implementing the intervention in development. This ensured clarity and interrater reliability of the checklist. Furthermore, a novel scoring system was developed so that accuracy of implementation can be easily compared across users and across practice attempts. What are the clinical implications of this work?: The importance of treatment fidelity when implementing effective and efficacious interventions cannot be overstated. The treatment fidelity checklist developed for research can be easily adopted to support accurate implementation in clinical practice through an audit process. [ABSTRACT FROM AUTHOR]

Background: Very young children from lower socioeconomic status (SES) backgrounds often show poorer language development. Whilst there have been attempts to provide early intervention programmes, these sometimes miss the most disadvantaged groups. Aims: This report presents preliminary feasibility and effectiveness data for a novel language intervention designed for parents of toddlers in the United Kingdom. Methods and Procedures: In total, 43 UK families of 2–4‐year‐olds were recruited to the study, half of whom completed an 8‐week course (Tots Talking) focussed on parent interaction, and half of whom acted as wait‐list controls. Results and Outcomes: Results suggest that such programmes are feasible for families with 86% staying in the intervention. In addition, greater changes in underlying communication skills such as joint attention and gesture were evident compared to wait‐list controls. Conclusions and Implications: We conclude that pre‐verbal skills may be more important to measure as initial outcomes than language or vocabulary change in this population. What This Paper Adds: What is already known on the subject: Children from lower socioeconomic status (SES) backgrounds are at higher risk of communication difficulties and there is a need for community intervention programmes for very young children. What this study adds: This study suggests that such programmes can be feasible and effective, but that very early/basic communicative skills (such as joint attention) may be boosted first rather than language or vocabulary. What are the clinical implications of this work?: Children's centres and other community services could feasibly run short parent facing courses emphasising contingent communication in low SES families and other diverse groups. These may be more successful run with younger preschoolers. Joint attention may be a better focus of intervention before expecting vocabulary or language change. Community health professionals may find this information useful in referring and supporting families in need. [ABSTRACT FROM AUTHOR]

In this paper, we take a process perspective to inductively theorize how shifting sources of adversity and subjective experiences of team relationship quality influence team resilience across time. Building on the literature, we characterize team resilience as a set of team‐level processes—anticipation, coping, and learning—which can support teams to work interdependently to return to, or beyond, pre‐adversity levels of performance. Despite the rising interest, existing research has tended to be theoretical or exploratory in relation to sources of everyday team adversity. To further understand team resilience, we examine how the characteristics of team resilience unfold across time between a crew of sailors during a challenging multi‐day yacht race and competitive demands. Using video observations and interview data, we explore in real‐time how team resilience processes are (i) shaped by dynamism in the sources of external (environmental) adversity and internal team adversity encountered and (ii) influenced by shifts in the subjective experience of team relationship quality across time. We make two contributions: a novel conceptualization of how external (environmental) adversity and internal team adversity affect team resilience processes across time and a theorization of how relationship quality affects team resilience in the context of shifting adversities. [ABSTRACT FROM AUTHOR]