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  • Burnout protective patterns among oncology nurses: a cross-sectional study using machine learning analysis
    Publication . Rocha, Ana; Costeira, Cristina; Barbosa, Raul; Gonçalves, Florbela; Castelo-Branco, Miguel; Viana, Joaquim; Gaudêncio, Margarida; Ventura, Filipa
    Background Oncology nurses face unique and intense demands due to the nature of their work, caring for patients with life-threatening illnesses. The emergence of professional burnout among these nurses is influenced by several factors, highlighting the importance of identifying protective and risk factors to mitigate its impact. This study aims to identify burnout profiles and protective socio-demographic and work-related patterns associated with reduced burnout among oncology nurses. Methods A cross-sectional study was conducted with 150 oncology nurses at a specialized hospital exclusively dedicated to adult oncology treatment in Portugal. Data collection included a self-administered questionnaire incorporating the validated Portuguese version of Maslach Burnout Inventory (MBI). Statistical analyses were performed using SPSS and machine learning tools, specifically KMeans clustering and Random Forest algorithms. Results Six protective patterns against burnout were identified, characterized by conditions of permanent contracts, work-life balance, and supportive work environments. Moreover, factors such as holding management roles and being a parent of two or more children might even be protective in some circumstances, suggesting a nuanced relation between personal and professional factors. Machine learning analyses made apparent the unpredictability of burnout and highlighted the critical role of protective factors in mitigating its impact. Conclusions This study underscores the importance of resilience-building strategies and promoting protective factors, such as job stability, learned experience, and adequate rest, to reduce burnout risk among oncology nurses. Future research should validate these findings through hypothesis-driven analyses to inform targeted and context-specific burnout prevention programs.
  • Positive Mental Health and Happiness at Work in a Sample of Portuguese Workers: A Web-Based Cross-Sectional Study
    Publication . Valentim, Olga; Sousa, Luís de; Sousa, Cristina de; Correia, Tânia; Carvalho, José Carlos; Querido, Ana; José, Helena; Laranjeira, Carlos; Querido, Ana; Laranjeira, Carlos
    Positive mental health in individuals’ lives and happiness at work have been growing concerns for organizations. This web-based cross-sectional study aimed to understand these two factors and their interrelationship in a population of workers. Data were collected with an e-questionnaire from 1768 individuals currently employed in various public and private organizations. The variables studied included: social and occupational data, happiness at work, and positive mental health. Study participants showed good levels of positive mental health and happiness at work. Positive mental health was positively associated with both organizational happiness domains and function and with perceived productivity (p < 0.001). Using a multiple linear regression model, we found four predictors of overall happiness at work: age, perception of productivity, seniority, and positive mental health factors (personal satisfaction, autonomy and problem-solving and self-actualization) (R2 = 0.249). Organizations wishing to make employees happier and more productive should promote mental health in the workplace. Interventions that focus on the adoption of positive coping techniques in the workplace, such as training focused on increasing intrapreneurial self-capital, should also be explored.
  • A Complex Intervention to Minimize Medication Error by Nurses in Intensive Care: A Case Study
    Publication . Coelho, Fábio; Furtado, Luís; Tavares, Márcio; Pereira, Joana Sousa
    Background/Objectives: Medication errors are the most frequent and critical issues in healthcare settings, often leading to worsened clinical outcomes, increased treatment costs, extended hospital stays, and heightened mortality and morbidity rates. These errors are particularly prevalent in intensive care units (ICUs), where the complexity and critical nature of the care elevate the risks. Nurses play a pivotal role in preventing medication errors and require strategies and methods to enhance patient safety. This study aims to develop a comprehensive and evidence-based intervention to minimize medication errors by nurses in ICUs. Methods: This qualitative case study forms a part of a broader research project that commenced with a scoping review. Building on the review findings, a complex intervention was designed to address nurses’ medication errors. A focus group of experts was conducted to validate the intervention designed, evaluating its contextual feasibility and relevance. Results: This study led to the development of a complex intervention whose relevance lies in its potential implementation within the studied context. The resulting intervention was structured around four main components—educational interventions, verification and safety methods, organizational and functional modifications, and an error reporting system—meticulously designed to leverage the ICU’s existing resources. Conclusions: In conclusion, the proposed intervention has the potential to positively impact healthcare quality by reducing errors and promoting a culture of safety. Furthermore, this study’s findings provide a relevant foundation for future research and practical applications, driving advancements in healthcare service excellence.
  • Respiratory telerehabilitation: user experience and satisfaction with the program
    Publication . Reis, Neuza; Costa Dias, Maria José; Sousa, Luís; Oliveira, João; Rico, Miguel Toscano; Baixinho, Cristina Lavareda; Henriques, Maria Adriana
    Background The rise of telehealth in geriatric care is an inexorable movement toward adapting to global digitalization trends, in terms of both technology and implementation experiences, with clear gains for health systems and citizens. A literature review shows that the older population, with lower levels of digital literacy, faces specific challenges with this type of service. The aim of this study was to understand the way older people with Chronic Obstructive Pulmonary Disease or long COVID perceive the implementation of telerehabilitation programs to meet their healthcare needs. Methods A qualitative study was conducted using semi-structured interviews to answer the research question: How do older people perceive telerehabilitation programs? The study participants were 17 people aged ≥ 65 years old who had completed a respiratory telerehabilitation program at a Portuguese hospital. The interviews were submitted to content analysis using WebQDA® qualitative data analysis software. Results The study participants had an average age of 70.94 ± 7.44 years old. The content of the interviews with these older people points to easy adaptation to the telerehabilitation program. Three categories and their respectives subcategories emerged from the content analysis: (1) access and continuity of care (access, continuity of care, and self-management); (2) presence (communication with the team and maintaining relationships); and (3) experience in the program (comfort, advantages, and difficulties). Conclusions This study allows for an understanding of how older people perceive participation in telerehabilitation programs, what they value, and the difficulties they experience. It makes it possible to make recommendations for clinic practice and research into this emerging area of health care.
  • Technology-mediated training programs for school health teams on special health care needs: a scoping review
    Publication . Pires, Maria do Céu Coelho Monteiro; Barbieri-Figueiredo, Maria do Céu Aguiar; Cardoso, Daniela Filipa Batista; Duque, Filipa Margarida; Tricas-Sauras, Maria Sandra; Prosen, Mirko; Menino, Eva Guilherme; Sousa, Paulino Artur Ferreira de
    Objective: To map technology-mediated training programs for school health teams thataddress special health needs in the school environment and to identify their characteristics.Method: The review followed the JBI methodology. Eight databases were searched forpublished and gray literature. Studies published in Portuguese, English or Spanish since2000 were included to capture emerging training programs. Results: Of the 1,106 studiesidentified, 29 were reviewed in full and eight were included in the final analysis. All studieswere carried out in the United States of America. Program topics included chronic healthconditions such as diabetes, asthma, procedures, as well as emergency situations, all aimed atschool nurses and based on a conceptual or pedagogical framework. The programs includedthematic modules of various lengths and offered online and hybrid training through variousdigital educational resources. Conclusions: Programs focused on chronic health conditionsand assessed professionals' knowledge, skill development, self-efficacy, and confidence; fewstudies provided a detailed exploration of the underlying pedagogical models and did notuse formative assessment.
  • Loneliness among dementia caregivers: evaluation of the psychometric properties and cutoff score of the Three-item UCLA Loneliness Scale
    Publication . Ali, Amira Mohammed; Al-Dossary, Saeed A.; Laranjeira, Carlos; Selim, Abeer; Hallit, Souheil; Alkhamees, Abdulmajeed A.; Aljubilah, Aljawharah Fahad; Aljaberi, Musheer A.; Alzeiby, Ebtesam Abdullah; Pakai, Annamaria; Khatatbeh, Haitham
    Introduction: Dementia is a chronic progressive syndrome, with an entire loss of function in the late stages. The care of this demanding condition is primarily provided by family members, who often suffer from chronic burnout, distress, and loneliness. This instrumental study aimed to examine the factor structure, reliability, convergent validity, criterion validity, and cutoff scores of a short loneliness measure: the Three-Item version of the University of California, Los Angeles, Loneliness Scale (UCLALS3) in a convenience sample of dementia family caregivers (N = 571, mean age = 53 ±12 years, 81.6% females). Methods: Exploratory and confirmatory factor analyses were used to examine the structure of the UCLALS3 while receiver-operating characteristic (ROC) curve, including caregiving burden and emotional distress as outcomes, was used to examine its cutoff. Results: One factor accounted for 79.0% of the variance in the UCLALS3; it was perfectly invariant across genders but variant at the metric level across countries. The scale had adequate internal consistency (alpha = 0.87), high item-total correlations (0.69 - 0.79), reduced alpha if item deleted (0.77 - 0.86), and strong positive correlations with caregiving burden and psychological distress scores (r = 0.57 & 0.74, p values = 0.01). Percentile scores and the ROC curve suggested two cutoffs (≥6 and ≥6.5), which classified 59.3 and 59.4% of the participants as having higher levels of loneliness-comparable to global levels of loneliness among informal caregivers. The Mann-Whitney test revealed significantly high levels of caregiving burden and distress in caregivers scoring ≥6.5 on the UCLALS3. Conclusion: The UCLALS3 is a valid short scale; its cutoff ≥6.5 may flag major clinically relevant symptoms in dementia caregivers, highlighting the need for tailored interventions that boost caregivers' individual perception of social relationships. More investigations are needed to confirm UCLALS3 invariance across countries.
  • Navigational health literacy and health service use among higher education students in Alentejo, Portugal - A cross-sectional study
    Publication . Rosário, Jorge; Dias, Sara Simões; Dias, Sónia; Pedro, Ana Rita; Paulo Alexandre
    Introduction The navigational health literacy of higher education students is fundamental to effective health management and successful health navigation, thereby improving health outcomes and overall well-being. Assessing the general and navigational health literacy levels of these students is crucial for developing targeted interventions and facilitating informed decision-making on health-related issues. This study aimed to identify the levels of general and navigational health literacy, characterise access to and utilisation of healthcare services, and analyse the differences between the mean general and navigational health literacy indices and determinants among higher education students in the Alentejo region of southern Portugal. Methodology A descriptive and cross-sectional study was conducted between 25 May and 12 September 2023 with 1979 higher education students. An online structured questionnaire comprising the Portuguese version of the European Health Literacy Survey Questionnaire – 16 items (HLS-EU-PT-Q16) and the Navigational Health Literacy Scale (HLS19-NAV), both from the European Consortium, was used. Sociodemographic data, presence of chronic disease, perceived health status, perceived availability of money for expenses, and healthcare access and utilisation variables were included. The study data were analysed using independent samples t-test, one-way ANOVA, and post hoc Bonferroni test, followed by multiple linear regression analyses at a significance level of 0.05. Multiple linear regression analysis was performed to identify factors associated with both general and navigational health literacy. The study protocol was approved by the ethics committee of the University of Évora, and all participants provided written informed consent. Results Most students (86.8%) exhibited limited general health literacy, while 13.2% demonstrated adequate health literacy. Inadequate navigational health literacy was observed in 73.4% of students. Students with lower mean general and navigational health literacy were more likely to have utilised health services. Students with chronic conditions, recent use of urgent or emergency services, and difficulties in accessing healthcare had lower health literacy. Conversely, those enrolled in health-related courses, those with good financial resources and those who had not used health services during their course had higher health literacy. In addition, lower navigational health literacy was found among displaced students, those with chronic conditions and those who had recently consulted a doctor. Higher navigational health literacy was associated with enrolment in health-related courses and adequate general health literacy. Conclusion The findings highlight the significant influence of demographic and academic factors on general and navigational health literacy among higher education students. The prevalence of limited general and navigational health literacy underscores a significant challenge for students, institutions, and health policy makers. Effective health literacy interventions should take these factors into account. Future research should examine longitudinal changes in health literacy and evaluate the impact of targeted educational programmes.
  • Loss and Grief Among Bereaved Family Members During COVID-19 in Brazil: A Grounded Theory Analysis
    Publication . Lima, Paola Kallyanna Guarneri Carvalho de; Laranjeira, Carlos; Carreira, Lígia; Baldissera, Vanessa Denardi Antoniassi; Meireles, Viviani Camboin; Baccon, Wanessa Cristina; Dias, Lashayane Eohanne; Ali, Amira Mohammed; Mello, Fernanda Fontes; Tostes, Maria Fernanda do Prado; Salci, Maria Aparecida
    The COVID-19 pandemic has resulted in countless losses around the world, profoundly affecting the lives of many people, especially those who faced the death of family members, bringing several negative repercussions to these families and constraining the experience of grief. This study aimed to understand the experience of loss and grief among bereaved individuals who lost family members during the COVID-19 pandemic. This qualitative study was guided by Charmaz’s constructivist grounded theory as a methodological framework. The study adhered to the Criteria for REporting Qualitative research (COREQ) checklist. Data collection took place between May and November 2023 through telephone interviews that were audio-recorded and later transcribed in full. The purposive sample consisted of 21 bereaved family members who had lost their loved ones during the COVID-19 pandemic. Participants were mainly female (n = 16) with a mean age of 55.5 (SD = 16.2). The loss of their family members occurred 12 to 24 months before data collection. The following central phenomenon was identified through the analytical process: “Family experience of loss and grief: between the unspoken goodbye and post-loss adjustment”. This was anchored in the following three categories: (1) Anguish and fear of the unknown; (2) Death by COVID-19—communication of death and lack of goodbyes; and (3) (Re)construction of meaning—support networks and the grieving process. Our findings recommend that policymakers allocate additional resources to grief support services to better prepare for future pandemic events. Furthermore, it is necessary to invest in the implementation of relevant training programs for healthcare professionals, with a family centered approach.
  • Curae de Mim (Care for Me): A Personalized Alzheimer’s Care Nursing Intervention for Informal Caregivers
    Publication . Afonso, Catarina Inês Costa; Madeira, Ana Spínola; Reis, Alcinda; Gomes, João
    Background: Informal caregivers of individuals with Alzheimer’s disease often experience high levels of emotional, physical, and psychological burden. Personalized nursing interventions are essential to support these caregivers and promote their well-being. Objectives: The objective of this study was to implement and evaluate a personalized psychoeducational intervention—Curae de Mim (Care for Me)—designed to reduce caregivers’ burden and enhance the emotional resilience among informal caregivers for people with Alzheimer’s disease. Methods: A mixed-methods study was conducted with 14 informal caregivers in a Portuguese community healthcare setting. The intervention consisted of six weekly group sessions guided by a mental health nurse, using cognitive–behavioral and recovery-oriented approaches. Results: After the intervention, the caregivers’ burden scores decreased significantly. The mean burden score dropped from 78 to 50. The thematic analysis revealed two key outcomes: emotional empowerment through peer interactions and reframing of the caregiver’s role through knowledge and self-care. Conclusions: This program proved effective in reducing caregivers’ burden and promoting adaptive coping. The integration of narrative reflection and specialized nursing care contributed to improved mental health outcomes.
  • Physiotherapy Intervention for Promoting Comfort in Palliative Care Patients: A Focus Group Study
    Publication . Domingos, Daniela Filipa dos Santos; Querido, Ana; Pedrosa, Vanda
    Background/Objectives: Population aging and the rise in chronic diseases challenge healthcare systems to adopt person-centered approaches, especially in palliative care (PC), where symptom management remains limited. Physiotherapy plays a key role in alleviating discomfort but faces inconsistent integration in Portugal due to lack of recognition. Variations in intervention methods hinder uniform care delivery, limiting timely patient access to comfort-focused treatments and knowledge. This study aims to deepen the understanding of physiotherapy’s role in Portuguese PC to improve its integration into teams and enhance patient access to comfort care. Methods: This study used a descriptive qualitative approach with online focus groups (FG), guided by Krueger and Casey’s methodology and adhering to the COREQ checklist. A non-probabilistic convenience sample of physiotherapists working in palliative care across mainland Portugal and the islands was selected based on inclusion criteria. Three FGs were planned with up to ten participants each. However, due to availability and attendance issues, only 15 physiotherapists participated: 5 in FG1 (in-hospital PC units), 6 in FG2 (inpatient units), and 4 in FG3, the minimum appropriate number from community-based units. Results: Physiotherapy plays a crucial yet underrecognized role in PC, emphasizing the need for its full integration into care teams rather than reliance on late, on-call referrals. Techniques such as positioning, mobilization, pain and dyspnea relief, adapted exercises, massage, music therapy, and emotional support are employed. Conventional physiotherapy tools are used and personalized according to the patient’s context, duration, setting, dosage, and individual needs. Conclusions: Physiotherapy should be recognized as a fundamental part of PC, contributing not only to the prolongation of life but also to ensuring comfort and dignity for patients and their families. To achieve this, its role within multidisciplinary teams must be strengthened and supported by regulations that guarantee access and the formal integration of physiotherapists. However, a significant gap remains in patients’ regular access to comfort-focused interventions at the appropriate time, perhaps due to the considerable variation in physiotherapy practices depending on the patient and care setting, which presents a challenge for knowledge development both in Portugal and globally.