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From fear to empowerment: the impact of employees AI awareness on workplace well-being - a new insight from the JD-R model.

PURPOSE: The primary purpose of the study was to explore the impact of health workers' awareness of artificial intelligence (AI) on their workplace well-being, addressing a critical gap in the literature. By examining this relationship through the lens of the Job demands-resources (JD-R) model, the study aimed to provide insights into how health workers' perceptions of AI integration in their jobs and careers could influence their informal learning behaviour and, consequently, their overall well-being in the workplace. The study's findings could inform strategies for supporting healthcare workers during technological transformations. DESIGN/METHODOLOGY/APPROACH: The study employed a quantitative research design using a survey methodology to collect data from 420 health workers across 10 hospitals in Ghana that have adopted AI technologies. The study was analysed using OLS and structural equation modelling. FINDINGS: The study findings revealed that health workers' AI awareness positively impacts their informal learning behaviour at the workplace. Again, informal learning behaviour positively impacts health workers' workplace well-being. Moreover, informal learning behaviour mediates the relationship between health workers' AI awareness and workplace wellbeing. Furthermore, employee learning orientation was found to strengthen the effect of AI awareness on informal learning behaviour. RESEARCH LIMITATIONS/IMPLICATIONS: While the study provides valuable insights, it is important to acknowledge its limitations. The study was conducted in a specific context (Ghanaian hospitals adopting AI), which may limit the generalizability of the findings to other healthcare settings or industries. Self-reported data from the questionnaires may be subject to response biases, and the study did not account for potential confounding factors that could influence the relationships between the variables. PRACTICAL IMPLICATIONS: The study offers practical implications for healthcare organizations navigating the digital transformation era. By understanding the positive impact of health workers' AI awareness on their informal learning behaviour and well-being, organizations can prioritize initiatives that foster a learning-oriented culture and provide opportunities for informal learning. This could include implementing mentorship programs, encouraging knowledge-sharing among employees and offering training and development resources to help workers adapt to AI-driven changes. Additionally, the findings highlight the importance of promoting employee learning orientation, which can enhance the effectiveness of such initiatives. ORIGINALITY/VALUE: The study contributes to the existing literature by addressing a relatively unexplored area - the impact of AI awareness on healthcare workers' well-being. While previous research has focused on the potential job displacement effects of AI, this study takes a unique perspective by examining how health workers' perceptions of AI integration can shape their informal learning behaviour and, subsequently, their workplace well-being. By drawing on the JD-R model and incorporating employee learning orientation as a moderator, the study offers a novel theoretical framework for understanding the implications of AI adoption in healthcare organizations.

Humans↗

USleep: efficacy of app-based audio interventions to improve sleep disturbance in working adults, a multi-arm randomized controlled trial.

STUDY OBJECTIVES: To evaluate the efficacy of three categories of standalone, audio-based sleep interventions (Bedtime Stories, Sleep Sounds, Sleep Skills) delivered via mental health application (MHapp) in improving sleep among working adults with sleep disturbance. METHODS: A multi-arm, parallel randomized controlled trial was conducted. Adults with self-reported sleep disturbances were recruited online and randomly allocated to Bedtime Stories, Sleep Sounds, Sleep Skills, or digital control. Participants completed self-report questionnaires on sleep disturbance and other related outcomes at baseline (t0) and after the 4-week intervention (t1). The primary analysis followed an intention-to-treat approach using mixed-effects models. RESULTS: A total of 495 working adults (mean age = 32.7 years; 55.8% female) were randomized. For sleep disturbance (primary outcome), the between-group Hedges' g effect sizes were very small and not statistically significant (Bedtimes stories vs. control: g = 0.12, 95% CI -0.13 to 0.37, Sleep Sounds vs. control: g = 0.14, 95% CI -0.11 to 0.39, Sleep Skills 0.07, 95% CI -0.07 to 0.29), with slightly greater reductions in sleep disturbance for the intervention groups than control. The same pattern was observed for sleep-related impairment, mental health, well-being, and pre-sleep arousal. CONCLUSION: Audio-based sleep interventions delivered via a MHapp did not demonstrate superior efficacy over a digital control condition in reducing self-reported sleep disturbance among working adults. Although safe and well-tolerated, their use as standalone treatments for sleep disturbance is not supported by these findings. Future research should explore effectiveness in real-world settings, including user content choice across categories, and use objective sleep measures. CLINICAL TRIAL REGISTRATION: Registered at https://www.isrctn.com/ under "Evaluating the efficacy of audio-based digital tools to improve sleep on the Unmind workplace well-being platform"; https://www.isrctn.com/ISRCTN13426045; registration number: 13426045.

Humans↗

Vocational adjustment and general well-being of young adults with IDDM.

The vocational experiences and general well-being of 58 young adult subjects (mean age 24.3 yr) with insulin-dependent diabetes mellitus (IDDM) diagnosed during their adolescence were compared with that of 55 healthy matched control subjects with linear logistic discriminant function analyses. Assessment measures included the Rand General Well-Being Scale and the Rand Functional Limitations and Physical Abilities Batteries. Diabetic subjects, on average, reported significantly lower general well-being than control subjects, particularly in terms of health-related fears and feelings of depression. However, diabetic subjects did not report a pervasive functional deficit relative to control subjects and experienced similar employment rates and problems in the workplace. These results suggest that this group of young adult diabetic subjects has adjusted well to the demands of the workplace despite lower reports of general well-being. The results are discussed in light of relevant sampling issues.

Adaptation, Psychological↗

Exploring the experiences, views, and needs of family members of emergency response workers: a systematic review and meta-synthesis.

Background: Emergency responders, including firefighters, police officers, and paramedics, face workplace challenges that may harm their well-being. They typically rely on family members for support, which may have damaging effects on the family system. While the experiences of emergency responders are well established, their families' subsequent struggles are less well explored.Objective: This review explores the experiences, views, and needs of family members, through determining the mental health and well-being issues that they face, and establishing ways in which family members could be supported.Method: We searched five databases (MEDLINE, Embase, PsychINFO, Scopus, and ProQuest) for qualitative papers exploring experiences of family members of emergency responders. Seventeen studies met the inclusion criteria, and data were meta-synthesized using thematic analysis.Results: Six themes and two subthemes were identified from the meta-synthesis. 'Experiences of emotional strain' reflected worry over safety and coping with volatile moods. 'Increased responsibilities' involved safeguarding emergency responders' well-being and managing household duties, at the expense of family members' own needs. Families felt 'devoted yet invisible', with sacrifices overlooked by both emergency responders and society. 'Impacts on the family dynamic' included relational detachment and frustration. 'Support for emergency responder families' from fellow emergency responder families was valued, but organizational support was limited. 'Media portrayal and societal perceptions' varied, as police families faced hostility, while firefighter and paramedic families garnered respect, particularly during the COVID-19 pandemic.Conclusions: This review highlights that family members play a central role in maintaining the well-being of emergency responders, yet simultaneously face hardships associated with their family member's work and feel undervalued despite their support. This lack of recognition extends to limited professional support. There is a critical need for targeted mental health interventions to support family members, alongside family support measures from emergency responder organizations to assist with the practical difficulties faced by families.

Humans↗

Contributions of a supportive work environment to parents' well-being and orientation to work.

Examined the joint and unique contributions of informal social support in the workplace and formal, family-responsive benefits and policies provided by employers to the job-related attitudes and personal well-being of employed parents with a young child. Eighty married men, 169 married women, and 72 single women with a preschool child completed a survey concerning social support from co-workers and supervisor, utilization of family-responsive benefits and policies, readiness to leave the employer for additional benefits, job satisfaction, organizational commitment, role strain, and health symptoms. Among the findings: (a) Fathers and mothers expressed equal levels of job satisfaction and organizational commitment, but mothers reported more role strain and health symptoms; (b) nearly 48% of married women's organizational commitment was accounted for by measures of support in the workplace; (c) informal social support at work was significantly more important to men's well-being than that of women; and (d) formal, family-responsive policies appeared more consequential for the prediction of women's role strain, perhaps because of women's greater responsibility for adjusting work life to meet the demands of family roles.

Absenteeism↗

Development of a rehabilitation program for people affected with occupational hearing loss. 1. A new paradigm.

The highly insidious character of the development of occupational hearing loss (OHL) bears several implications in terms of the nature of the resulting handicap. It calls for rehabilitative services that are adapted to the specific needs of those suffering from OHL. A paradigm for a rehabilitation program was defined using a public health model bringing about social changes. The health problem is defined in terms of reduced listening and communication abilities. Its consequences are examined for the workplace, leisure activities, social involvement, family relationship and individual well-being and self-esteem. The precursors of the problem are hierarchically determined according to their potential influences, and appropriate interventions are identified accordingly to act upon each of them. These interventions include: (a) psychosocial support to the affected workers and their families through group intervention; (b) information to the victims of OHL, their families, to workplaces, public services and the general population, and (c) skill development to facilitate listening and communication for and with the hearing-impaired person. This paradigm was used in the development of a rehabilitation program.

Health Education↗

A Smartphone-Based Ecological Momentary Intervention for Workplace Mental Health: Randomized Controlled Trial.

BACKGROUND: Work-related stress has been widely associated with an increased risk of various mental disorders and poor mental well-being. The fast-growing mobile health services industry has provided new opportunities for workplace mental health. OBJECTIVE: This randomized controlled trial examined the effectiveness of Neurum (Neurum Limited), a smartphone-based intervention tool featuring ecological momentary assessments and interventions that aims to reduce workplace stress in real-time and real-world settings. METHODS: A total of 201 working adults were recruited for a 4-week smartphone-based intervention that incorporated cognitive behavioral therapy, mindfulness exercises, and self-regulation exercises delivered on Neurum. A simple randomization procedure was used. Participants in the intervention group were encouraged to log mood journals, complete mental health exercises, and provide user feedback whenever applicable. The key outcome was measured by the Depression, Anxiety, and Stress Scale-21 items (DASS-21; Cronbach &#x3b1;=0.87). RESULTS: The intervention group consisted of 102 participants, while the control group consisted of 99 participants. More participants dropped out from the intervention group (n=21) than from the control group (n=2; &#x3c7;21=18.259; P<.001). The final sample consisted of 178 participants (male: 85/178, 47.8%; female: 93/178, 52.2%; mean age of 34.65, SD 7.67 y). Analyses revealed that after the 4-week intervention, the DASS-21 scores decreased in the intervention group (mean difference [MD]post-pre intervention=-14.518) but increased in the control group (MDpost-pre intervention=3.319; F1,176=59.358, P<.001; &#x3b7;2=0.252). This effect was largely led by stress reduction (F1,176=64.679, P<.001; for the intervention group, MDpost-pre intervention=-6.692, while for the control group, MDpost-pre intervention=2.000). On average, participants completed 6.27 (SD 9.4) exercises and provided 9.74 (SD 18.2) mood journal logs, with a daily engagement of 4.95 (SD 6.89) minutes. However, the associations between the changes in DASS-21 scores and the numbers of exercises or mood journal logs did not reach statistical significance. CONCLUSIONS: This study primarily established the effectiveness of Neurum in alleviating depression, anxiety, and stress symptoms in noninstitutionalized working adults, with a satisfactory user retention rate. Despite potential health-related culture differences, Neurum contributed to evidence-based digital health in nonclinical settings for timely needs and general accessibility as an alternative to traditional, face-to-face, and high-cost mental health services. Future directions involving a personalized approach in online mental health services were discussed.

Humans↗

Organizational bullying among nursing faculty: A systematic review of consequences, contributing factors, and interventions.

BACKGROUND: Organizational bullying among nursing faculty is a systemic and pervasive issue with profound psychological, professional, and institutional consequences. Despite increasing awareness, the literature remains fragmented, and a comprehensive synthesis is lacking. METHODS: This systematic review followed PRISMA guidelines and examined empirical studies on organizational bullying among nursing faculty, with no date restrictions applied. A structured search across five databases (PubMed, Scopus, Web of Science, CINAHL, and Embase) identified studies that met inclusion criteria related to the consequences, contributing factors, and interventions. The Mixed Methods Appraisal Tool (MMAT) was used to assess study quality. RESULTS: Fifteen studies meeting the quality threshold were included. Organizational bullying was consistently associated with psychological distress (e.g., anxiety, depression, burnout, suicidal ideation), professional disengagement, and intent to leave. Contributing factors were categorized into structural and organizational (e.g., hierarchical power imbalances, toxic workplace culture), managerial and HR-related (e.g., lack of leadership support, poor reporting mechanisms), and individual/social (e.g., gender or ethnic discrimination, early-career vulnerability). Intervention strategies identified included policy reforms, leadership training, supportive reporting systems, and psychological support services, though evidence on their effectiveness remains limited. CONCLUSIONS: Organizational bullying in nursing academia is a serious and multifaceted challenge with detrimental effects on individuals and institutions. Addressing it requires a comprehensive, evidence-based approach that includes structural reforms, leadership development, and psychosocial support systems. Academic institutions must prioritize the creation of safe, inclusive, and respectful environments to retain faculty and sustain the quality of nursing education.

Faculty, Nursing↗

The Moral of the Story-Perception of Leadership With Moral Distress in Registered Nurses: A Qualitative Systematic Review.

AIM: To understand how Registered Nurses perceive the impact of nursing leadership on managing moral distress and mitigating burnout. BACKGROUND: Moral distress and burnout are pervasive issues in nursing, compromising well-being, patient safety and workforce sustainability. Leadership is a critical factor in shaping workplace culture and mitigating these challenges, yet evidence remains limited. DESIGN: Qualitative systematic review. METHODS: A qualitative systematic review was conducted following JBI methodology and PRISMA guidelines. Comprehensive searches across MEDLINE, PsycINFO, Embase, CINAHL and Scopus identified 5927 articles, with two studies meeting the inclusion criteria. Data were appraised using the JBI Critical Appraisal Checklist and synthesised via meta-aggregation. Confidence in findings was assessed using the ConQual approach. RESULTS: Four major themes emerged: (1) Behind the barriers, (2) Breaking point, (3) Weathering the storm and (4) Leadership for lasting change. Leadership influenced nurses' psychological safety, ethical decision-making and resilience. Inadequate support amplified moral distress, and effective strategies included authentic communication, team solidarity and systemic interventions. CONCLUSIONS: Leadership plays a pivotal role in mitigating moral distress and burnout. Evidence highlights the need for structural changes and support to sustain registered nurses' well-being and retention. RELATIVE TO CLINICAL PRACTICE: Findings offer direction for leadership strategies that promote ethical workplaces, shared decision-making and mental health supports to enhance resilience and patient care. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: Strengthening leadership capability is vital for workforce sustainability, care quality and nurse retention. REPORTING METHOD: Authors have adhered to relevant EQUATOR guidelines. PATIENT OR PUBLIC CONTRIBUTION: This study did not involve patients or the public in its design, conduct or reporting.

Leadership↗

[Evaluation of activities in computer-supported work places from the viewpoint of occupational physiology].

Evaluation of strain resulting from mental load in computer workplaces requires a psychophysiological approach. A complex valuation of various factors (well-being, physiological parameters, parameters of performance) is essential. Vegetative parameters correlate in a non-specific way with mental strain. On the other hand, the electrical brain activity reveals specific reactions to information processing. Actual trends of psychophysiological evaluation of mental strain are discussed as well as some conclusions for practical questions.

Brain↗

Hazard screening and proposals for prevention by occupational health service: an experiment with job load and hazard analysis at a Finnish construction company.

In this study a systematic method for workplace investigation was developed and then tested as part of the regular occupational health care procedures in the building trade. Workplace investigation is a concept which entails the analysis of hazards inherent in the work as well as assessment of their effects on workers' well-being. The aim of this paper is to evaluate the effectiveness of the workplace investigation method. The newly developed method, called Job Load and Hazard Analysis, has the following characteristics: a job analytic approach; the application of group problem-solving; and cooperation between occupational health professionals, occupational safety personnel, and line management. The method comprises the identification of health hazards, their assessment, and conclusions and proposals as to their prevention and follow-up. The method was tested as part of one constructor's actual occupational health care programme, over a 2.5-year period. The method worked well as a central component of preventive occupational health care. It yielded concrete data that could be applied to make the occupational health care programme better suited to preventing the hazards inherent in the building trade. The contents of the occupational health care programme were clearly enhanced, the number of preventive measures increased, and the organizational climate improved; the workers praised the increased emphasis on safety. More research is needed, eg in other production settings and to determine the most effective utilization of the data gathered by the method.

Finland↗

Quality of life in chronic cardiovascular illness.

Aspects of outcome that require assessment in chronic cardiovascular illness include the total consequences of both the illness and its management. Quality of life in the medical care context, addresses the resultant comfort, sense of well-being and life satisfaction; the maintenance of reasonable physical, emotional, and intellective function; and the ability to participate in valued activities in the family, workplace, and community. Factors reinforcing the validity of considering quality of life attributes relate to the contemporary marked increase in the prevalence of chronic cardiovascular illness. In chronic illness, the therapies administered are not curative but are rather designed to limit the disabling consequences of the disease; the perceptions of patients about their resultant health status thus have clinical relevance. Next is that patients, as enlightened consumers, increasingly seek information about the options available to them for treatments for chronic cardiovascular disease, with their queries relating both to the biomedical (morbidity and mortality) outcomes and to the psychosocial (life quality) outcomes. Finally, quality of life attributes are increasingly examined in evaluating the cost effectiveness of cardiovascular care, in addition to morbidity and mortality data; determining features involve the resultant functional independence of the individual as a result of care, productivity, return to remunerative work, and level of life satisfaction.

Cardiovascular Diseases↗

When work isn't fun: how to endure the unenjoyable.

1. Learning to expect and adapt to unpleasant tasks and to cope with difficult days is important for satisfactory adjustment in nursing. 2. Feelings of unhappiness with work may be related to either internal or external events, such as low self-esteem or a verbal attack by a colleague. 3. An attitude of enjoyment enhances not only personal feelings of well-being but also promotes physical health both in the nurse and her patients. 4. The use of humor, focusing on the positive, talking about unenjoyable tasks, and concentrating on bringing happiness to others all help to promote a feeling of enjoyment in the workplace.

Humans↗

Experiences of women clerical workers in patient care areas.

Nurse managers at all levels have a stake in the well-being and job satisfaction of clerical workers in patient care areas. The authors discuss the results of a qualitative interview study of 46 women employed as unit clerks and clinic clerks. As these women described their work experiences, they identified interactional dynamics in the workplace, issues of relative powerlessness, stresses involved in dealing with ill clients, organizational problems, and occupational hazards.

Adult↗

Protocol for project FIERCE: A randomized controlled trial to evaluate a positive emotion-focused meditation intervention for physicians with elevated stress.

INTRODUCTION: Nearly 80% of healthcare providers experience adverse psychological symptoms (e.g., depression, burnout, sleep disturbance) stemming from workplace stressors. Elevated levels of stress have been associated with unfavorable occupational, patient, and provider-related outcomes, imposing a heavy burden on a strained system. Given the impact of stress on both employee and patient health, effective interventions are urgently needed to reduce distress and promote well-being among healthcare professionals. Mindfulness-based interventions show promise for addressing these challenges. We developed a six-week, remotely delivered mindfulness intervention, the Building Emotional Strength Training (BEST) program, based on the Buddhist Four Immeasurables practice to cultivate the distinct emotional qualities of loving-kindness, compassion, joy, and equanimity. The present study aims to evaluate the feasibility and efficacy of a Four Immeasurables-based mindfulness intervention on perceived stress (primary outcome), burnout, depressive symptoms, and inflammatory biomarkers, while enhancing psychological well-being and sleep quality (secondary outcomes) in physicians. We will also investigate potential mediators of intervention effects, including compassion, positive affect, equanimity, and mindfulness. METHOD: We will enroll 90 full-time physicians in a remote, two-arm randomized controlled trial with 1:1 allocation to either the meditation intervention or waitlist control. Participants will complete self-report questionnaires and provide blood samples at baseline, mid-course, and post-intervention to assess outcomes and mediators. DISCUSSION: The project aims to advance the study of mindfulness-based interventions that reduce distress and promote well-being through practices that cultivate prosocial and altruistic feelings toward oneself and others. While mindfulness interventions have gained considerable interest, none have specifically drawn from the Four Immeasurables practice to target loving-kindness, compassion, joy, and equanimity. This novel investigation could expand our understanding of practices that foster kindness and compassion to reduce distress in an at-risk population. TRIAL REGISTRATION: ClinicalTrials.gov NCT07283744, registered on 2025/10/14. The Open Science Framework, registered on 2026/06/26.

Humans↗

Anger--how to deal with it on the job.

Anger is not always, and does not always have to be, negative; however, anger in the workplace is often an obstacle to efficiency and negatively affects the work environment. Anger can force the manager to deal with irritants that have been avoided and can result in constructive change. Aside from impairing logical thinking, anger negatively affects problem solving by creating emotional barriers between individuals. Appropriate intervention into anger can enhance not only the manager's personal feelings of well-being but also the health of the organization.

Anger↗

Long-term vocational adjustment of cancer patients diagnosed during adolescence.

Long-term vocational achievements of 40 survivors of cancer diagnosed during adolescence were examined and compared with 40 healthy sex-matched and age-matched controls. Patients' ages at diagnosis ranged from 13 to 19 years (mean, 16.15). Study subjects had survived cancer for over 5 years and were on no cancer therapy. Assessment measures included the Rand General Well-Being Scale, the Rand Functional Limitations and Physical Abilities Batteries, and a semistructured interview. The relation of physical disability and limitations caused by cancer to patients' achievements also was evaluated. Although cancer patients, on the average, were more concerned about their health and reported lower general spirits than controls, no differences were found between control and study groups with regard to overall general well-being. More cancer patients than controls reported that their health limited their ability to engage in vigorous activities. A greater functional deficit was found among unemployed than employed cancer patients. Employers and co-workers often were aware of the patient's diagnosis (85% and 67%, respectively). Cancer patients reported disease-related discrimination in hiring (7.4%), induction into the military (66.7%), and obtaining health, life, and disability insurance (31.5%). There was no significant relationship between health status and employment. Nevertheless, cancer patients had a higher average income than controls. Sixty-four percent of patients believed that changes in certain physical features of the workplace were necessary to facilitate readjustment to the job. Despite the disabilities experienced by cancer patients and generally negative public attitudes, long-term survivors have a good outlook on life and are competitive members of the workplace and society.

Adolescent↗

Pain and discomfort in the musculoskeletal system among dentists.

The dentists in the Public Dental Service were found to have a high prevalence of pain and discomfort in the locomotor system. Only 60 (17%) dentists reported no pain or discomfort in the study in 1987. Of 359 dentists 72 per cent reported headache and pain and discomfort in the neck and shoulders. Female dentists had a higher prevalence of pain and discomfort. Younger dentists had pain and discomfort in the neck, shoulders and headaches to a greater extent than older dentists. Male dentists, who positioned their patient carefully to gain a direct view suffered less from headache. Furthermore, dentists who used the mirror reported less headache and pain and discomfort in the shoulders. Differences in working position in a simulated case were analysed during a visit to the workplace of 143 dentists. The ergonomic examination showed that dentists without symptoms applied a wedge cushion under the upper part of the patient's back to obtain an optimum view when they examined tooth 2 6 d. They also made use of the pauses intrinsic in the work. The dentists with symptoms experienced the workload as more unsatisfactory, were more burdened by anxiety, had poorer psychosomatic health and less confidence in the future than the dentists without symptoms. Specialists, both with and without cervico-brachial symptoms, were more satisfied with their personal control over their work and the stimulation from their work than were general practitioners. The specialists also had more self-confidence, and experienced less anxiety than general practitioners and head dentists. Physiotherapy with a psychosomatic approach and individual ergonomic instruction gave better relief from pain and discomfort and an increased feeling of mental well-being than did ergonomic instruction only. In the prospective study it was found that the prevalence of musculoskeletal pain and discomfort had increased since 1987, except with respect to low back pain and headache. However, the only significant difference was found with respect to the shoulders. As in 1987, female dentists had a higher prevalence of pain and discomfort in the neck and shoulders than their male colleagues in 1990. It can be concluded that pain and discomfort in the locomotor system among dentists had a high incidence. The high incidence among dentists could not be explained by the ergonomic risk factors such as positioning of the patient, use of the mirror or alteration of the dentist's position. Regression analysis showed that personal harmony and age had the highest value for explaining the number of painful sites in the musculoskeletal system.

Adult↗