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Results for “Nurse-led intervention”

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PubMed2026

Assessment of the role and effectiveness of nurse-led multimodal intervention in the rehabilitation of dysphagia in patients with brain tumors.

BACKGROUND: Dysphagia is a common complication in patients with brain tumors, which has a profound adverse impact on patients' health status and quality of life. However, there is a relative lack of research on the rehabilitation of dysphagia in brain tumor patients, especially regarding the role and effectiveness of nurse-led multimodal interventions in the rehabilitation of dysphagia in brain tumor patients, which lacks systematic assessment and in-depth discussion. AIM: This study aimed to evaluate the role and effectiveness of a nurse-led multimodal intervention in improving swallowing function and quality of life in brain tumor patients with dysphagia. METHODS: In this study, a randomized controlled trial (RCT) design was used to select 120 dysphagia patients among brain tumor patients admitted to our hospital during the period of January 2024 to May 2024 as the study subjects, and they were stratified and randomly divided into an intervention group (n = 60) and a control group (n = 60). While the control group received conventional nursing care and treatment protocols, the intervention group received a nurse-led multimodal intervention program, including personalized swallowing training, nutritional support, psychological care, and a family-participatory rehabilitation program, which was developed and dynamically adjusted by nurses, rehabilitation therapists, and dietitians. Differences in data before and after the intervention were analyzed using the paired t-test or Wilcoxon signed-rank test, and between-group comparisons were made using the independent samples t-test or Mann-Whitney U test. RESULTS: Both the intervention and control groups showed improvement in swallowing function among the patients. The Kubota drinking test score, Saito's swallowing function grading, and the quality of life scores for patients in the intervention group showed a significant enhancement compared to those in the control group (P < 0.05), indicating that the intervention was more effective than the control. When compared within groups, all scores in both the intervention and control groups improved gradually with the time of intervention (P < 0.05). The improvement was significantly higher in the intervention group than in the control group. CONCLUSION: This study demonstrates that a nurse-led multimodal intervention is significantly effective in improving swallowing function and quality of life in patients with brain tumors. The intervention provides comprehensive rehabilitation support for patients through multidisciplinary collaboration and personalized care and has certain clinical promotion value.

Humans↗

PubMed2026

Nurse-led acute care post-operative interventions in adult cardiac surgery: a systematic review.

AIMS: The primary aim of this systematic review was to identify nurse-led clinical interventions evaluated in randomized controlled trials (RCTs) for adults who had undergone cardiac surgery. The secondary aim was to assess the effectiveness of these interventions on post-operative clinical and patient-reported outcomes during the acute inpatient phase. METHODS AND RESULTS: A systematic review was undertaken according to an a priori protocol using Joanna Briggs Institute (JBI) methodology and PRISMA guideline for reporting. Eligible studies were RCTs of adult (≥18 years) cardiac surgery, nurse-led inpatient interventions implemented immediately post-surgery and prior to discharge. Six databases were searched from inception to June 2025. Of 2690 records, 19 RCTs were eligible, representing 13 countries, and 3142 participants. Risk of bias varied, with only two low-risk trials. Interventions were grouped into seven domains: behavioural support; temperature management and comfort strategies; pain and symptom management; wound care; infection prevention; respiratory and pulmonary function; and post-operative recovery, mobilization, and hydration. Across these domains, nurse-led interventions were generally feasible, safe, and positively affected patient comfort, physiological stability, symptom relief, and aspects of functional recovery. CONCLUSION: Nurse-led inpatient interventions contribute meaningfully to inpatient post-operative recovery in cardiac surgery, although the broader cardiac surgical nursing scope is underrepresented in RCTs. This review provides a foundation for developing further high-quality research, peer-reviewed interdisciplinary practice guidelines, and strengthening the scope and recognition of cardiac surgical nursing as a distinct specialty. REGISTRATION: PROSPERO-CRD420251063851.

Humans↗

PubMed2026

Assessment and CommuniCation ExcelLEnce foR sAfe paTient outcomEs (ACCELERATE): A stepped-wedge cluster randomised trial evaluating the effectiveness of a nurse-led assessment and handover communication intervention on patient adverse events.

BACKGROUND: Patients continue to experience harm from undetected deterioration, falls and pressure injuries. We aimed to implement and evaluate an organisational, ward-level nurse-led assessment and communication intervention to proactively reduce patient adverse events. METHODS: A stepped-wedge cluster randomised Trial over 12-months was conducted at three metropolitan hospitals. Our intervention comprised a comprehensive, systematic patient assessment at shift commencement; a structured patient-centred bedside nurse-to-nurse clinical handover; and multidisciplinary communication consisting of nurse participation in medical ward rounds. Evidence-based implementation strategies informed intervention delivery to nine clusters (20-35 bed-wards with ≥70% permanent nurses) over three sequential 14-week steps. Routinely collected patient-level data were used to measure intervention effect. The primary outcome was a composite measure of medical emergency team calls, unplanned intensive care unit admissions, in-hospital falls; and stage 2-4 pressure injuries. Secondary outcomes were: individual measures of the primary outcome; nurse-reported perceptions of safety culture; organisational readiness to change; barriers to physical assessment; staff engagement; and patient-reported experience measures of safety and overall hospital experience. Analyses were adjusted for age, sex, hospital, pre/post intervention, and Trial step (fortnight), with random effects for ward and patient. RESULTS: There were 13,753 eligible admissions. No change was observed in the primary composite outcome measure (odds ratio (OR) [95% confidence interval (CI)]: 0.99 [0.77, 1.28]; p = 0.95). There was no significant difference in medical emergency team calls (OR [95% CI]: 1.02 [0.75, 1.39]; p = 0.91); unplanned intensive care unit admissions (OR [95% CI]: 1.35 [0.57, 3.20]; p = 0.50) and falls (OR [95% CI]: 1.53 [0.96, 2.45]; p = 0.07). However, stage 2-4 pressure injuries significantly decreased by 41% (OR [95% CI]: 0.59 [0.38, 0.93]; p = 0.02); a significant absolute effect improvement of 0.8% ([95% CI: 0.3%-1.3%], p < 0.01). There were statistically significant improvements in nurses' overall perceptions of Safety Attitudes (Pre: 74.6, Post: 79.7; p = 0.02), and the Organisational Readiness to Change subscales of, leader culture (Pre: 3.73, Post 3.91; p = 0.02), leadership behaviour (Pre: 3.85, Post: 4.11; p = 0.03), and general resources (Pre: 3.06, Post: 3.30; p = 0.03). A statistically significant decrease in Barriers to Physical Assessment (Pre: 2.48, Post: 2.24; p <0.001) and in six of seven sub-scales was observed. Patients' overall Measure of Safety remained high, but unchanged (Pre: 3.94 Post: 3.92; p = 0.07). CONCLUSION: The ACCELERATE Trial demonstrated that nurse-driven initiatives, emphasising structured physical assessments by nurses, patient-centred clinical handovers, and multidisciplinary communication, significantly: reduced pressure injuries; decreased nurses' perceived barriers to performing physical assessments; and improved leadership behaviour, communication, and ward safety culture perceptions. Results highlight the transformative potential of this approach, which now warrants testing at scale for broader implementation. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ID: ACTRN12621000265875.

Humans↗

PubMed2026

Nurse-Led Home-Based Mobile Health Cardiac Rehabilitation Program for Patients With Chronic Heart Failure: A Randomized Controlled Trial.

This 12-week randomized controlled trial evaluated a nurse-led mHealth intervention for patients with chronic heart failure, conceptually informed by Riegel's middle-range theory of self-care of chronic illness. The program integrated wearable activity tracking with weekly nurse-led behavioral coaching, reflecting the core self-care processes of monitoring, maintenance, and management. Compared with usual care, the intervention significantly improved daily step count, 6-minute walk distance, metabolic equivalents, and left ventricular ejection fraction. Findings highlight the effectiveness of theory-informed, nurse-delivered mHealth strategies in enhancing physical activity and cardiopulmonary function, while underscoring the critical role of advanced practice nurses in home-based chronic disease management.

Aged↗

PubMedDate not supplied

The nurse as exercise leader.

Adherence rates to our nurse-led exercise interventions were considerably higher (88%) than those reported in the literature for overweight women of this age. Bonding between the women and the nurse leaders, as well as socialization opportunities and program design, may have contributed to this high rate. Future studies would be strengthened by comparing adherence rates of women between nurse-led and non-nurse-led exercise groups. Women tested at 3 and 6 months after the intervention stated they tried many fitness clubs and spas in the area, but could find no exercise programs that were tailored to their age and fitness level or that took into consideration their individual health needs. Nurses interested and knowledgeable about changes of aging are in an ideal position to develop and lead exercise programs for older individuals, particularly those with chronic nondisabling physical problems. Nurses in this study have expanded their health-promotion role by gaining knowledge and skills in exercise science. Resources available for any nurse to gain knowledge and experience about exercise are found in the resource list.

Aged↗

PubMed1998

Intervening to reduce anxiety for women with mild dyskaryosis: do we know what works and why?

In the United Kingdom women are encouraged to attend their general practice for cervical smear testing. Those who subsequently receive a mildly dyskaryotic result are placed under surveillance for 6 months before a further test is carried out. Receipt of a mildly abnormal result has been found to create anxiety in some women although it is suggested that this may be relieved by a specifically designed educational intervention. The qualitative investigation reported here explored the interaction which occurred during 10 nurse-patient consultations during which a practice nurse presented an educational intervention designed to relieve anxiety delivered as part of a randomized controlled trial. The investigation highlights factors relating to aspects of the intervention perceived by patients and nurses as successful and as unsuccessful. Implications for the management of women with mildly dyskaryotic results and for future nurse-led educational interventions are proposed. The need for appropriate training for practice nurses is underlined. It is suggested that training should aim to assist the nurse to identify the patient's needs in order that interventions can be individually tailored and delivered effectively without creating anxiety with regard to other aspects of health.

Anxiety↗

PubMed1998

A randomized controlled trial of a "buddy" systems to improve success at giving up smoking in general practice.

AIMS: To assess the effect on abstinence rates of pairing up smokers attending a general practice smokers, clinic to provide mutual support between clinic sessions. DESIGN: Randomized controlled trial comparing a "buddy" condition with a "solo condition" in which smokers received the e same treatment but were not paired up. SETTING: A general practice smokers' clinic in London. PARTICIPANTS: One hundred and seventy-two smokers recruited by mailshot. INTERVENTION. Smokers attended a nurse-led smokers clinic 1 week prior to their quit date, on the quite date, 1 week later and 3 weeks after that. Smokers in the buddy condition were paired with another smoker trying to give up at the same time to provide mutual support between clinic sessions. MEASUREMENT: The main outcome measure was the percentage of smokers still abstinent from cigarettes at end of treatment (weeks from quite date), verified by expired air carbon monoxide concentration. FINDINGS: The percentage of smokers still abstinent at the end of treatment was significantly higher in the buddy condition than the solo condition (27% vs. 12%). CONCLUSIONS: A buddy system can provide an effective element of a smoking cessation intervention at minimal cost. Further research is needed to establish the long-term efficacy of this approach and examine the effectiveness of incorporating social support into other types of smoking cessation programmes.

Adult↗

PubMedDate not supplied

School-based intervention to promote coping in rural teens.

PURPOSE: To evaluate a program designed to help high school students with depressive symptomology to effectively cope. DESIGN: Two-phase experimental study. METHODS: Rural high school students (N = 222), ages 14 through 19 years, were surveyed to identify teens with depressive symptomatology, identify stressful life events and coping styles of at-risk subjects, and evaluate a cognitive-behavioral group intervention to enhance students' coping and affect levels of depression. Students with depressive symptomatology were randomized into control (n = 18) or intervention (n = 23) groups. Intervention subjects were treated with a nurse-led, 8-week cognitive skills group, conducted at school. RESULTS: On posttesting, the intervention groups demonstrated reduced depressive symptoms in females and a wider range of coping compared with controls. CLINICAL IMPLICATIONS: School-based nurses are in an ideal position to provide assessment, referral, and intervention programs in the natural setting of the school. Results of this study indicate that such programs can be implemented successfully in schools and have the potential to promote mental health in teenagers.

Adaptation, Psychological↗

PubMed2026

Nurse-led attribution remodeling training based on the Neuman systems model to enhance resilience, adaptive coping, and attributional style in women newly diagnosed with breast cancer: A randomized controlled trial.

BACKGROUND: Psychological interventions for patients with breast cancer often overlook the critical role of maladaptive attributional style in shaping their adjustment. Therefore, the need for theory-driven, scalable interventions that target cognitive restructuring, particularly during the vulnerable post-diagnosis period, is clear. OBJECTIVE: To evaluate the effectiveness of a nurse-led attribution remodeling training intervention grounded in the Neuman systems model for improving resilience, adaptive coping, and attributional style among women newly diagnosed with breast cancer. DESIGN: A randomized controlled trial. SETTING: A tertiary general hospital. PARTICIPANTS: A total of 130 eligible women newly diagnosed with breast cancer were recruited between March and November 2024. METHODS: A two-arm parallel-group randomized controlled trial was conducted. Participants were randomly assigned to receive either attribution remodeling training plus routine nursing (n = 65) or routine nursing only (n = 65). The nurse-led attribution remodeling training intervention, delivered via a blended model of in-person sessions and continued support through the WeChat mobile platform, was designed to systematically reshape maladaptive attributions into more adaptive ones. Resilience (primary indicator), coping strategy (i.e., confrontation, avoidance, resignation), and attributional style (secondary indicators) were assessed at baseline and at 1, 3, and 6 months post-baseline. A linear mixed model was used to analyze the effects of group, time, and group-by-time interactions. Effect sizes (Cohen's D) were calculated based on the means and standard deviations. RESULTS: At the 6-month follow-up, the intervention group had better outcomes than the control group in terms of resilience (mean difference: 1.49, 95% confidence interval: 0.37, 2.61), confrontation coping (3.35 [2.33, 4.37]), and adaptive attributional style (4.16 [3.87, 4.45]). Avoidance coping showed a small increase (0.82 [0.22, 1.42]), whereas resignation coping decreased (-1.66 [-2.49, -0.83]). Group effects and group-by-time interactions were statistically significant for all outcomes. Effect sizes at 6 months ranged from small for resilience (D = 0.28) and avoidance coping (D = 0.26) to moderate for confrontation coping (D = 0.60) and resignation coping reduction (D = -0.51), and large for attributional style (D = 0.94). CONCLUSIONS: Attribution remodeling training is a promising and effective theory-based intervention that can enhance psychological adaptation in women newly diagnosed with breast cancer. By strengthening key defense mechanisms, as conceptualized by the Neuman systems model, the program is effective, scalable, and nurse-deliverable for psycho-oncology care, bridging a critical gap in supportive cancer care and empowering nurses as primary psychological support providers. REGISTRATION: ChiCTR2000031827, registered prospectively on April 11, 2020, www.Chictr.or.cn.

Humans↗

PubMed2026

Perspectives of participating neurologists and study nurses - Mixed-methods process evaluation of a web-based program for relapse management in multiple sclerosis (POWER@M2).

BACKGROUND: Relapsing-remitting multiple sclerosis is a chronic inflammatory disease of the central nervous system and the leading cause of disability in young adults. In Germany, 90% of relapses are treated with high-dose intravenous glucocorticoids, despite limited evidence for long-term benefit and international preference for oral administration. Time constraints often hinder informed decision-making. The multicentre Randomized Controlled Trial (RCT) POWER@MS2 (N = 160, 2020-2023), conducted at 18 German MS-centres, aimed to promote self-determined relapse management through a complex intervention (dialogue-based decision aid, nurse-led webinar, online-chat). OBJECTIVE: While RCTs demonstrate effectiveness, process evaluations are essential to understand implementation, mechanisms of impact and contextual factors. This study explored healthcare professionals' experiences and attitudes toward implementing relapse self-management and self-medication in clinical practice. METHODS: A mixed-methods process evaluation followed the UK Medical Research Council- framework. Quantitative data were collected via validated questionnaires at up to three time points and analysed descriptively. Interview guides were developed based on these results. Qualitative data from neurologist and study nurse interviews were thematically analysed. Results were triangulated using a joint display. RESULTS: Data were collected from 55 neurologists and 17 study nurses (quantitative) and from 7 neurologists and 4 nurses (qualitative) (2020-2024). Most neurologists opposed routine steroid use, reserving it for severe relapses. Some voiced concerns about self-management, but informed patients were generally viewed as capable of safe self-medication. Study nurses gave mixed feedback on the intervention, citing overload and improved guidance. CONCLUSION: Clinicians showed openness toward implementing the intervention. Enhancing accessibility and addressing specific concerns may support broader adoption.

Humans↗

PubMedDate not supplied

Nurse-led management of minor illness in a GP surgery.

This study reports on an intervention in which a practice nurse saw patients with acute minor illnesses presenting to one general practice. Three hundred and forty-three patients were seen, of whom 328 (96%) were managed by the nurse alone and 145 (42%) were given prescriptions. In a time of increasing pressure on all members of the primary health-care team, interventions such as this need careful consideration and require a review of the relative roles of nurses and general practitioners

Family Practice↗

PubMed2026

Effectiveness of a Web-Based Educational eHealth Platform on Women's Health Literacy About Phthalate Exposure: Randomized Controlled Trial.

BACKGROUND: Phthalates are environmental endocrine-disrupting chemicals widely used in plastics, cosmetics, food packaging, and personal care products. Women may experience frequent exposure through everyday consumer and household products. Improving phthalate-related health literacy may support informed exposure-reduction decisions; however, conventional health education provides limited opportunities for repeated, interactive, and individually tailored learning. OBJECTIVE: This randomized controlled trial evaluated the effectiveness of an eHealth educational intervention (Phthalates Free) in improving women's overall and domain-specific phthalate-related health literacy and examined the association between platform engagement and health literacy outcomes. METHODS: A double-blind randomized controlled trial was conducted in the outpatient department of a regional teaching hospital in Taipei, Taiwan. A total of 114 women were randomly assigned to an intervention group (n=58) receiving a 6-month eHealth platform-based education program and a control group (n=56) receiving conventional paper-based education. Assessments were conducted at baseline (T0), 3 months (T1), and 6 months (T2). The Phthalate Health Literacy Scale (10 items; α=.90, content validity index=0.93) measured overall and domain-specific literacy (health care, disease prevention, and health promotion). Longitudinal outcomes were analyzed using generalized estimating equations based on all available observations according to participants' original randomized assignments, with adjustment for waist circumference and pregnancy history. Analysis of covariance (ANCOVA) was used to compare 6-month outcomes after adjustment for baseline scores. Platform engagement and perceived usability were assessed using back-end analytics and the System Usability Scale (SUS). RESULTS: At 6 months, the intervention group showed a significantly greater increase in total health literacy than the control group (+9.93 points, Wald χ²1=17.74; P<.001). Domain analyses revealed significant improvements in health care (+1.52; P=.001), disease prevention (+1.32; P=.001), and health promotion (+1.12; P=.001) domains. ANCOVA confirmed the between-group difference at T2 after adjusting for baseline scores (F1,109=11.43; P=.001; adjusted mean difference=7.15, 95% CI 2.96-11.34). Engagement analysis showed that high-engagement users (n=10) scored significantly higher in overall health literacy (t55=-3.00; P=.004) and all domains than general users. The SUS results (mean 84.7, SD 5.2; n=46, 79.3%) indicated high perceived usability. CONCLUSIONS: The Phthalates Free eHealth educational intervention significantly improved women's overall and domain-specific health literacy over 6 months. Higher platform engagement was associated with better health literacy outcomes. The intervention may serve as a practical adjunct to nurse-led education in outpatient and community settings by providing accessible, continuous, and evidence-based guidance on reducing phthalate exposure.

Humans↗

PubMed1997

Impact of a nurse-led home management training programme in children admitted to hospital with acute asthma: a randomised controlled study.

BACKGROUND: Re-admissions to hospital in childhood asthma are common with studies reporting that 25% or more of children will be re-admitted within a year. There is a need for strategies to reduce re-admissions. METHODS: A prospective randomised control study of an asthma home management training programme was performed in children aged two years or over admitted with acute asthma. Two hundred and one children were randomised at admission to either an intervention group (n = 96) which received the teaching programme or a control group (n = 105). A nurse-led teaching programme used the current attack as a model for the management of future attacks and included discussion, written information, subsequent follow up and telephone advice aimed at developing and reinforcing individualised asthma management plans. Parents were also provided with a course of oral steroids and guidance on when to start them. RESULTS: The groups were similar in degree of social deprivation, length of stay, number of previous admissions, acute asthma treatment, and asthma treatment at discharge. Subsequent re-admissions were significantly reduced in the intervention group from 25% to 8% in individual follow up periods that ranged from two to 14 months (chi 2 = 9.63; p = 0.002). This reduction was not accompanied by any increase in subsequent emergency room attendances nor, in the short term, by any increase in urgent community asthma treatment. The intervention group also showed significant reductions in day and night morbidity 3-4 weeks after admission to hospital. CONCLUSIONS: A nurse-led asthma home management training programme administered during a hospital admission can significantly reduce subsequent admissions to hospital for asthma. Acute hospitalisation may be a particularly effective time to deliver home management training.

Acute Disease↗

PubMedDate not supplied

Effects of group interventions on cognition and depression in nursing home residents.

The effects of cognitive-behavioral group therapy, focused visual imagery group therapy, and education-discussion groups on cognition, depression, hopelessness, and dissatisfaction with life were studied among depressed nursing home residents. Seventy-six depressed subjects with mild to moderate cognitive decline participated in nurse-led 24-week protocols. Data were collected 4 weeks before the interventions, 8 and 20 weeks after treatment initiation, and 4 weeks after treatment termination. There were no significant changes in depression, hopelessness, or life satisfaction scores for any of the three conditions. Participants in the cognitive-behavioral and focused visual imagery groups showed a significant improvement beginning 8 weeks after treatment initiation on cognitive scores. These findings are encouraging indications that cognitive-behavioral and focused visual imagery group therapies may reduce cognitive impairment in depressed nursing home residents with mild to moderate cognitive decline.

Aged↗

PubMed1998

Effects of a cognitive-behavioral intervention for women with rheumatoid arthritis.

The purpose of this quasi-experimental study was to evaluate the effectiveness of a cognitive-behavioral nursing intervention for women with rheumatoid arthritis (RA). Ninety adult women with RA participated in 1 of 14 nurse-led groups over an 18-month period. Personal coping resources, pain-coping behaviors, psychological well-being, and disease symptomatology were measured at four time periods. There were significant changes on all of the measures of personal coping resources (p < .001) and psychological well-being (p < .05), half of the pain-coping behaviors (p < .05), and one indicator of disease symptomatology (fatigue, p < .05) from pre- to postintervention. Furthermore, the positive changes brought about by the program were maintained over the 3-month follow-up period. The intervention may be adapted to benefit individuals with a variety of stressful medical conditions.

Adaptation, Psychological↗

PubMed1992

Methodological concerns in evaluating psychiatric nursing care modalities and a proposed standard group protocol format for nurse-led groups.

The importance of detailing therapeutic effort and its outcome cannot be underestimated. The need to document outcomes has been re-emphasized in recent psychiatric mental health literature; however, the methodology for addressing threats to validity is well established. This article identifies the problems and issues related to a systematic evaluation of a therapeutic group intervention in an inpatient setting, specifically threats to validity, and describes the processes used in planning and implementing a standard group protocol format. The findings of this project depicting problems in the clarity and precision of documenting nursing practice are believed to be typical and generalizable. However, problems related to clarity and precision have not been addressed in the nursing literature. For a number of reasons, nursing staff members have not been sensitized to the importance of describing their practices in sufficient detail to allow others to replicate these practices. And yet, adequate evaluations of nursing efforts, particularly programmatic initiatives, require systematic testing with repeated trials. Although no description can describe in absolute terms what occurred, clear and precise descriptions of an intervention provide the foundation for valid conclusions about the effort. A detailed standard group protocol format provides a basis for establishing internal validity in subsequent quasi-experimental research designs as well as program evaluation studies.

Hospitalization↗

PubMed2026

Impact of early nurse-led implementation of an intensive care unit diary following major trauma on quality of life: The QUALITRAU randomized controlled trial.

BACKGROUND: Survivors of major trauma often experience long-term impairments in health-related quality of life (HRQoL) and post-traumatic stress disorder (PTSD). Intensive care unit (ICU) diaries have been proposed to reduce psychological sequelae, but evidence remains conflicting and not specific to trauma patients. OBJECTIVE: To assess whether, in patients with major trauma, a nurse-led ICU diary implemented within the first 48 h after trauma improves HRQoL at 1 year vs. usual care. METHODS: The QUALITRAU randomized controlled trial was conducted in three ICUs of a French tertiary hospital. Adult patients with major trauma (Injury Severity Score > 15) were randomized within 48 h of admission to receive either an ICU diary combined with usual care or usual care alone. The primary outcome was HRQoL at 12 months, assessed with the 4 domains of the WHOQOL-BREF questionnaire. Secondary outcomes included PTSD severity measured with the Impact of Event Scale (IES). Analyses were performed on an intention-to-treat basis. RESULTS: Between November 2014 and November 2016, 208 patients were randomized (101 intervention, 107 control), with primary outcome available for 121 (53 intervention, 68 control). Median age was 35 years [IQR 25-51], 81% were men, and 63% had severe traumatic brain injury. At 12 months, there were no differences between intervention and control groups in the WHOQOL-BREF domains (physical: 5.7 [IQR 4.6-11.4] vs 9.1 [IQR 4.6-13.1],P = 0.16; psychological: 8.0 [IQR 6.7-13.3] vs 11.3 [IQR 6.7-13.3],P = 0.08; social: 5.3 [IQR 4.0-14.7] vs 12.0 [IQR 4.0-14.7],P = 0.10; environment: 8.0 [IQR 5.5-14.5] vs 12.0 [IQR 5.5-15.5], P = 0.05). IES scores were also not different. CONCLUSIONS: Early implementation of nurse-led ICU diaries was not associated with improved long-term HRQoL or reduced PTSD symptoms in patients with major trauma. IMPLICATION FOR CLINICAL PRACTICE: These findings suggest that ICU diaries may need to be integrated into broader, multimodal rehabilitation strategies and may depend on factors such as timing, content, or patient characteristics.

Humans↗

PubMed2026

The Role of Artificial Intelligence for Intimate Partner Violence Prevention: A Systematic Review.

INTRODUCTION: Intimate partner violence (IPV), encompassing physical, sexual, emotional and economic abuse, remains a pervasive global health concern. Traditional prevention efforts face obstacles such as underreporting, delayed detection and limited personalised support. Emerging artificial intelligence (AI) approaches offer new opportunities to enhance IPV prevention. AIM: This systematic review maps and synthesises evidence on AI-driven tools in IPV prevention based on studies published between 2004 and 2024. METHODS: Following PRISMA 2020 guidelines and PROSPERO registration, we searched PubMed, Embase, CINAHL, PsycINFO, IEEE Xplore and Web of Science. Eligible studies explicitly evaluated AI technologies targeting IPV prediction, screening, intervention or support delivery. Study quality was appraised using the Mixed Methods Appraisal Tool (MMAT). RESULTS: Of 1304 records initially identified, 41 studies met eligibility criteria. AI applications ranged from machine learning (ML) for risk prediction and natural language processing (NLP) for IPV detection in clinical and social media data, to image analysis for forensic evaluation and chatbot-based support. Predictive modelling demonstrated strong discriminative performance, while NLP-based screening detected IPV with notable sensitivity. Chatbots showed feasibility and user acceptability, but evidence of their direct impact on reducing IPV incidence was limited, with one randomised controlled trial showing a modest reduction. Key challenges identified included algorithmic bias, data privacy risks and barriers to integration across health and social care systems. DISCUSSION: AI-informed interventions show promise for improving IPV detection, risk assessment, and scalable support, but questions remain about long-term effectiveness, ethical fairness, transparency and equitable implementation. Future interdisciplinary research should address these concerns to responsibly deploy AI in IPV prevention. RELEVANCE TO CLINICAL PRACTICE: The findings highlight the importance of trauma-informed, culturally responsive care and provider training in AI applications. Nurse-led innovation and policy advocacy will be crucial for safe, equitable integration of AI in IPV prevention.

Artificial Intelligence↗