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Defining acceptable data collection and reuse standards for queer artificial intelligence research in mental health: protocol for the online PARQAIR-MH Delphi study

Por: Joyce · D. W. · Kormilitzin · A. · Hamer-Hunt · J. · McKee · K. R. · Tomasev · N.
Introduction

For artificial intelligence (AI) to help improve mental healthcare, the design of data-driven technologies needs to be fair, safe, and inclusive. Participatory design can play a critical role in empowering marginalised communities to take an active role in constructing research agendas and outputs. Given the unmet needs of the LGBTQI+ (Lesbian, Gay, Bisexual, Transgender, Queer and Intersex) community in mental healthcare, there is a pressing need for participatory research to include a range of diverse queer perspectives on issues of data collection and use (in routine clinical care as well as for research) as well as AI design. Here we propose a protocol for a Delphi consensus process for the development of PARticipatory Queer AI Research for Mental Health (PARQAIR-MH) practices, aimed at informing digital health practices and policy.

Methods and analysis

The development of PARQAIR-MH is comprised of four stages. In stage 1, a review of recent literature and fact-finding consultation with stakeholder organisations will be conducted to define a terms-of-reference for stage 2, the Delphi process. Our Delphi process consists of three rounds, where the first two rounds will iterate and identify items to be included in the final Delphi survey for consensus ratings. Stage 3 consists of consensus meetings to review and aggregate the Delphi survey responses, leading to stage 4 where we will produce a reusable toolkit to facilitate participatory development of future bespoke LGBTQI+–adapted data collection, harmonisation, and use for data-driven AI applications specifically in mental healthcare settings.

Ethics and dissemination

PARQAIR-MH aims to deliver a toolkit that will help to ensure that the specific needs of LGBTQI+ communities are accounted for in mental health applications of data-driven technologies. The study is expected to run from June 2024 through January 2025, with the final outputs delivered in mid-2025. Participants in the Delphi process will be recruited by snowball and opportunistic sampling via professional networks and social media (but not by direct approach to healthcare service users, patients, specific clinical services, or via clinicians’ caseloads). Participants will not be required to share personal narratives and experiences of healthcare or treatment for any condition. Before agreeing to participate, people will be given information about the issues considered to be in-scope for the Delphi (eg, developing best practices and methods for collecting and harmonising sensitive characteristics data; developing guidelines for data use/reuse) alongside specific risks of unintended harm from participating that can be reasonably anticipated. Outputs will be made available in open-access peer-reviewed publications, blogs, social media, and on a dedicated project website for future reuse.

Factors associated with dietary behaviour change support in patients: A qualitative study among community nurses

Abstract

Aim

To explore which factors, influencing dietary behaviour change support among patients by Dutch community nurses (CNs; nurses), are key focal points in training programmes.

Background

Nurses have an important role in counselling patients towards healthier dietary behaviour to prevent or delay long-term complications from chronic lifestyle-related diseases. Most nurses do not incorporate dietary behaviour change support in their routines to the fullest potential.

Design

A qualitative descriptive study.

Methods

Data were collected in the Netherlands in 2018–2019 via semi-structured face-to-face interviews with 18 nurses. Interview guide themes were informed by the COM-B model, using validated descriptions in Dutch. Data were recorded, transcribed and analysed using inductive thematic analysis.

Results

Factors that affected dietary behaviour change support were linked to (1) the nurse (role identity, dietary knowledge and competences such as methodical approach, behaviour change techniques and communication techniques), (2) nurse–patient encounter (building a relationship with a patient, supporting patient autonomy and tailoring the approach) and (3) cooperation and organizational context.

Conclusion

It is of utmost importance to pay attention to nurses' role identity regarding dietary behaviour change support, as this underlies professional behaviour. This should be accompanied by improving competences on dietary behaviour change support. Focus on competences regarding the application of behaviour change technique is crucial. Furthermore, having a relationship of trust with a patient was important for discussing sensitive topics such as diet.

Impact

The promotion of a healthy diet provides opportunities to contribute to patient autonomy and self-management. Well-fitted training offers for (senior) nurses will lead to improved professional practice of nurses, leading to healthier dietary behaviour of patients.

Patient or Public Contribution

A nurse provided feedback on the interview guide.

Psychological interventions for weight reduction and sustained weight reduction in adults with overweight and obesity: a scoping review protocol

Por: Hamer · O. · Bray · E. P. · Harris · C. · Blundell · A. · Kuroski · J. A. · Schneider · E. · Watkins · C. · Clegg · A.
Introduction

Overweight and obesity are growing public health problems worldwide. Both diet and physical activity have been the primary interventions for weight reduction over the past decade. With increasing rates of overweight and obesity, it is evident that a primary focus on diet and exercise has not resulted in sustained obesity reduction within the global population. There is now a case to explore other weight management strategies, focusing on psychological factors that may underpin overweight and obesity. Psychological therapy interventions are gaining recognition for their effectiveness in addressing underlying emotional factors and promoting weight loss. However, there is a dearth of literature that has mapped the types of psychological interventions and the characteristics of these interventions as a means of achieving weight reduction and sustained weight reduction in adults with overweight or obesity.

Methods and analysis

The review will combine the methodology outlined by Arksey and O’Malley with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews guidelines. A total of six databases will be searched using a comprehensive search strategy. Intervention studies will be included if participants are 18 years and over, classified as overweight or obese (body mass index ≥25 kg/m2), and have received a psychological therapy intervention. The review will exclude studies that are not available in English, not full text, none peer reviewed or combine a lifestyle and/or pharmacological intervention with a psychological intervention. Data will be synthesised using a narrative synthesis approach.

Ethics and dissemination

Ethical approval is not required to conduct this scoping review. The findings will be disseminated through journal publication(s), social media and a lay summary for key stakeholders.

Sikh and Muslim perspectives on kidney transplantation: phase 1 of the DiGiT project - a qualitative descriptive study

Por: Brand · S. · Daga · S. · Mistry · K. · Morsy · M. · Bagul · A. · Hamer · R. · Malik · S.
Objectives

Kidney transplantation offers patients better quality of life and survival compared with dialysis. The risk of end stage renal disease is higher among ethnic minorities and they experience longer wait times on transplant lists. This inequality stems from a high need for kidney transplantation combined with a low rate of deceased donation among ethnic minority groups. This study aimed to explore the perspectives around living donor kidney transplantation of members of the Sikh and Muslim communities with an aim to develop a digital intervention to overcome any barriers.

Design

A qualitative descriptive study using in person focus groups.

Setting

University Teaching Hospital and Transplant Centre.

Participants

Convenience sampling of participants from the transplant population. Three focus groups were held with 20 participants, all were of South Asian ethnicity belonging to the Sikh and Muslim communities.

Methods

Interviews were digitally audio-recorded and transcribed verbatim; transcripts were analysed thematically.

Results

Four themes were identified: (a) religious issues; (b) lack of knowledge within the community; (c) time; (d) cultural identification with transplantation.

Conclusions

Not only is the information given and when it is delivered important, but also the person giving the information is crucial to enhance consideration of live donor kidney transplantation. Information should be in a first language where possible and overtly align to religious considerations. A more integrated approach to transplantation counselling should be adopted which includes healthcare professionals and credible members of the target cultural group.

Trial registration number

NCT04327167.

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