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To present an overview of how artificial intelligence (AI) could be used to regulate eating and dietary behaviours, exercise behaviours and weight loss. A scoping review of global literature published from inception to 15 December 2020 was conducted according to Arksey and O'Malley's five-step framework. Eight databases (CINAHL, Cochrane-Central, Embase, IEEE Xplore, PsycINFO, PubMed, Scopus and Web of Science) were searched. Included studies were independently screened for eligibility by two reviewers with good interrater reliability (k = 0·96). Sixty-six out of 5573 potential studies were included, representing more than 2031 participants. Three tenets of self-regulation were identified - self-monitoring (n 66, 100 %), optimisation of goal setting (n 10, 15·2 %) and self-control (n 10, 15·2 %). Articles were also categorised into three AI applications, namely machine perception (n 50), predictive analytics only (n 6) and real-time analytics with personalised micro-interventions (n 10). Machine perception focused on recognising food items, eating behaviours, physical activities and estimating energy balance. Predictive analytics focused on predicting weight loss, intervention adherence, dietary lapses and emotional eating. Studies on the last theme focused on evaluating AI-assisted weight management interventions that instantaneously collected behavioural data, optimised prediction models for behavioural lapse events and enhance behavioural self-control through adaptive and personalised nudges/prompts. Only six studies reported average weight losses (2·4-4·7 %) of which two were statistically significant. The use of AI for weight loss is still undeveloped. Based on the current study findings, we proposed a framework on the applicability of AI for weight loss but cautioned its contingency upon engagement and contextualisation.

The unpredictable coronavirus disease and complexity of healthcare settings have caused emotional exhaustion and burnout among healthcare professionals globally. Building resilience at work training can facilitate a change in healthcare professionals’ overall ability to bounce back from adversity. The study aimed to develop, validate, and evaluate a digital resilience training (BRAW) for healthcare professionals in Singapore. Considering the multifactorial nature of resilience at work, the content of the 6-session resilience training was developed based on systematic reviews and psychological theories. The overall rating was 85% of the total points across five experts using the Conduct and Health-Related Website Evaluation Form, indicating valid content. A two-armed randomized controlled trial was used among 410 healthcare professionals. Primary outcome was resilience, and secondary outcomes included work engagement, intention to leave, and counterproductive work behavior. Three study time points were assessed. A generalized estimating equations model showed that the healthcare professionals in the BRAW had significant improvement in resilience, at the post-intervention and/or 3-month follow-up. Findings suggested that BRAW can be considered as supplementary training for healthcare professionals to equip themselves for handling unpredictable pandemics in the future. Further research is needed to examine the long-term effects and generalizability of digital resilience training. Clinical trial numbers : (ClinicalTrials.gov Identifier: NCT05130879, first registration date: 23/11/2021)

Protective factors that build students’ resilience are known. A six-week digital resilience training program was developed on the basis of theory, evidence, and contextual information. The feasibility study sought to evaluate the acceptability, appropriateness, demand, implementation, and limited efficacy of a digital resilience skills enhancement program for undergraduate students. A single group, pre-test, post-test, concurrent mixed methods design among 10 undergraduate students was conducted in one university in Singapore. The content analysis concluded that students accepted and perceived the digital resilience skills enhancement program as appropriate. Students also proposed several improvements, such as the initiation of the program and revisions to the content. The Wilcoxon signed-rank test found significant improvements in resilience (p = 0.02) and meta-cognitive self-regulation (p = 0.01) scores with medium (d = 0.79, 95% CI: −0.15 to 1.74) and very large effect sizes (d = 1.31, 95% CI: 0.30–2.33), respectively. Students found the digital resilience program appropriate and were able to apply their newly acquired skills to promote their resilience and learning. Although, several improvements are proposed to enhance the rigor of the digital resilience program, the findings of this study suggests that digital resilience programs are important for students’ well-being.

Resilience training is gaining attention as a strategy to build students’ resistance to adversity and promote their mental well-being. However, owing to inconsistencies and variations in the content and delivery of resilience training, more work is needed to examine students’ experiences and preferences to address issues relating to intervention fidelity. This study adopted a qualitative approach in exploring students’ experience of synchronous and asynchronous versions of a digital resilience training program. Seventeen students were interviewed using a semi-structured virtual face-to-face interview via Zoom. The thematic analyses unveiled four themes: embarking on a journey toward resilience, discovering strategies to develop resilience, finding a balance to benefit from resilience skill enhancement, and instilling resilience in the everyday. Future resilience training should consider students’ workload and interactivity to enhance their engagement. As being resilient is associated with better mental well-being, the findings of this study may support the development of future wellness programs.

Purpose To explore the experiences of haematopoietic stem cell transplant survivors attending the long-term follow-up unit. Methods A descriptive qualitative study of eight post-haematopoietic stem cell transplant survivors which were interviewed guided by the sense of coherence framework. Thematic analysis was used to extract meaningful explication of the survivors’ experiences. Results The post-haematopoietic stem cell transplant survivors interviewed were five females and three males with age ranging from 27 to 67 years and had the stem cell transplant between 4 and 20 years. Three main themes emerged from the data including (1) comprehending the experience, (2) acknowledging the meaningfulness of the experience and (3) managing threats to a new life after the transplant. The experiences of post-haematopoietic stem cell transplant survivors were initially difficult but they were able to make re-adjustments to their new life by reconciling with their new identity, refocusing on meaningful activities, strengthening their resilience and navigating the healthcare system. Conclusion In spite of the difficulties faced by the survivors, they were able to face the challenges and made adjustment in a positive light by focusing on the valuable aspects of their experiences. Health care practitioners need to continually support them throughout their survivorship journey no matter how long it takes. Any long-term follow-up unit is a step in the right direction to meet the complex needs of the survivors by integrating and adapting clinical guidelines into routine oncologic and transplant care so that survivors are not lost in transition following treatment.

PurposeCancer survivors continue to experience issues that persist across the survivorship trajectory. This study aims to explore the relationship among survivorship care need, symptom experience, and quality of life (QoL) of multiethnic cancer survivors by using path analytic methods.MethodsParticipants were recruited from an academic medical center in Singapore that provides inpatient and outpatient oncology and hematology service. The Cancer Survivor Unmet Needs measure, physical effects subscale of the Cancer Survivors’ Survey of Needs tool, and a Global QoL 10-point Likert scale were used to identify survivorship care needs, symptom experience, and QoL. Descriptive statistics were used to compute sociodemographic information, total survivorship needs, symptom experienced, and quality of life scores. The symptom experience model was used as the hypothetical model. The Analysis of Moment Structure was used to conduct the path analysis to evaluate the relationship between survivorship care needs, symptom experience, and quality of life.ResultsOlder cancer survivors were more likely to have spent a longer duration having cancer. Males were unlikely to suffer from solid tumor malignancies. Survivors with solid tumor malignancies were less likely to require supportive care. Survivors who require more supportive care were more likely to have a greater symptom burden. Cancer survivors with more symptoms have poorer QoL. The findings from this study partially supported the symptom experience model.ConclusionsOur findings reveal that cancer survivors continue to experience symptoms across the survivorship trajectory. The results provide information for nurses during the planning and execution of survivorship care.

Introduction/objectiveThere are increasing numbers of children diagnosed with systemic lupus erythematosus (SLE). Given the chronicity of the disease, individuals are confronted with cocktails of medications for an extended period. The present study explores experiences in medication adherence among adolescents with SLE in an acute care hospital.MethodA descriptive qualitative design was employed. Fourteen adolescents with SLE were purposively selected. Face-to-face audio-recorded semi-structured interviews were conducted. Field notes and reflexive journals were maintained, and frequent debriefing sessions were performed to ensure the study’s methodological rigour. Interviews were transcribed verbatim and thematic analyses were used. Constant comparative analysis was used to identify similarities and differences among the participants.ResultsFour themes emerged from interviews: (1) making sense of the treatment; (2) contending with side effects of medications; (3) maintaining networks of support; and (4) creating a new normal. The participants were motivated to adhere to medications when they developed awareness, received social support from family and friends and created routines for new normal when confronted with their diseases. However, some attributed a lack of parental support, poor doctor-patient relationships and the large numbers of medications as deterrence to medication adherence.ConclusionsThis study highlights various medication-taking motivators and deterrents. Interdependent relationships between motivators and deterrents determine medication-taking behaviours. Findings from this multi-ethnic group of individuals of various ages and religious faith across the disease trajectory provide a deep insight into adolescents’ experiences of medication adherence. This can contribute to the development of unique interventions for such individuals.Key points• Adolescents with systemic lupus erythematosus struggle with conforming to cocktails of medications.• A variety of factors either facilitate or impede their decisions to adhere to medication regimes.• Results suggest that tackling medication adherence among adolescents requires a multi-pronged approach from individual, familial and medical perspectives.

Background Clinical practicums are a core component of baccalaureate nursing education. Following the coronavirus pandemic, there have been extensive changes in the workforce environment that may potentially affect nursing students’ experience and readiness for clinical practicums. Methods A qualitative study was conducted to explore final-year nursing students’ experiences and readiness for their final clinical practicum before becoming a registered nurse. A purposive sample of 24 final-year baccalaureate nursing students was included in this study. Individual semi-structured interviews were conducted face-to-face via Zoom. The data was analysed using an inductive thematic analysis approach. Results Three themes depicting students’ experiences and clinical readiness were elucidated. The themes included: (1) Experiencing multiple concerns, (2) requiring a network of support, and (3) easing the transition to professional practice. Students considered the final clinical practicum as challenging and demanding which evoked numerous concerns. Conclusions Considering the stress that final-year nursing students experience, it will be important to devise strategies ranging from personal, relational, and environmental protective factors to enable their successful transition and completion of clinical practice.

Background The National Cancer Institute Singapore initiated the NUH2 Home program in January 2014, referred to as “Caring Across the Cancer Continuum,” a nurse-led cancer transitional care service (CTCS) that provides home care to patients with cancer and their caregivers. The study aimed to explore the transition experiences of patients with cancer and their caregivers. Method Using a purposive sampling, 12 patients with cancer and 12 caregivers were recruited. Audiotape interviews were conducted until data saturation was achieved. Each interview was transcribed verbatim, and thematic analyses were performed to extract significant themes and subthemes. Results Four themes emerged from the data including (1) ongoing concerns, (2) needing timely help, (3) resuming control and normality of life, and (4) appreciating the transition care. The transition journey of patients and caregivers provided them with an ability to regain control and normality in their lives, be reassured and confident in being able to care for themselves and manage the physiological and psychological strains associated with the multiple vicissitudes associated with having cancer and its treatment while at home. Conclusion Our study addressed the nature, patterns, conditions, and responses to transition care. Our findings provided relevant contextual knowledge to further improve the transition care service based on the recommendations of the patients with cancer and their caregivers who first experienced the new service.

We conducted an umbrella review to consolidate the evidence of adopting plant-based diets on anthropometric and cardiometabolic outcomes. Six electronic databases (CINAHL, EMBASE, PubMed, Scopus, the Cochrane Library, and Web of Science) were searched for systematic reviews with meta-analysis (SRMAs) published from each journal’s inception until 1 October 2022. Effect sizes from SRMAs and primary studies were pooled separately using random effects models. Overlapping primary studies were removed for primary studies’ analyses. Seven SRMAs representing 51 primary studies were included, suggesting significant benefits of plant-based diets on weight (−2.09 kg, 95% CI: −3.56, −0.62 kg, p = 0.01, I2 = 95.6%), body mass index (−0.95 kg/m2, 95% CI: −1.26, −0.63 kg/m2, p = 0.002; I2 = 45.1%), waist circumference (−2.20 cm, 95% CI: −0.08, 0.00 cm, p = 0.04; I2 = 88.4%), fasting blood glucose (−0.11 mmol/L, 95% CI: −0.13, −0.09 mmol/L, p < 0.001, I2 = 18.2%), and low-density lipoprotein cholesterol (−0.31 mmol/L, 95% CI: −0.41, −0.20 mmol/L, p < 0.001, I2 = 65.6%). Changes in high-density lipoprotein cholesterol, triglycerides, and blood pressure were not statistically significant. Generally, plant-based diets were recommended to improve anthropometry, lipid profile, and glucose metabolism. However, findings should be interpreted with caution, because most of the reviews were rated to be of low credibility of evidence and were largely based on Western eating habits and traditions, which may limit the generalizability of findings.