Background: The integration of artificial intelligence (AI) in the organization of nursing care has continually evolved, driven by the need for innovative solutions to ensure quality of care. The aim is to synthesize the evidence on the use of artificial intelligence in the organization of nursing care. Methods: A scoping review was carried out based on the Joanna Briggs Institute methodology, following the PRISMA-ScR guidelines, in the MEDLINE, CINAHL Complete, Business Source Ultimate and Scopus® databases. We used ProQuest—Dissertations and Theses to search gray literature. Results: Ten studies were evaluated, identifying AI-mediated tools used in the organization of nursing care, and synthesized into three tool models, namely monitoring and prediction, decision support, and interaction and communication technologies. The contributions of using these tools in the organization of nursing care include improvements in operational efficiency, decision support and diagnostic accuracy, advanced interaction and efficient communication, logistical support, workload relief, and ongoing professional development. Conclusions: AI tools such as automated alert systems, predictive algorithms, and decision support transform nursing by increasing efficiency, accuracy, and patient-centered care, improving communication, reducing errors, and enabling earlier interventions with safer and more efficient quality care.
(1) Background: It is of great importance to promote functional capacity and positive lifestyles, since they contribute to preventing the progression of frailty among the older adults. The aim of this study was to evaluate the effect of active aging-in-place–rehabilitation nursing program (AAP-RNP) on the functional capacity and lifestyles of frail older adults. (2) Methods: This was a single-blinded, two-group, randomized, controlled trial of 30 frail older people enrolled at a Health-care unit in Portugal between 2021 and 2022. The duration of the program was 12 weeks, and the sessions took place at the participants’ homes. We used as instruments the Tilburg Frailty Indicator; Fried frailty phenotype; Senior Fitness Test battery; Barthel Index; Lawton Index; handgrip strength measurement; Tinetti Index; Individual lifestyle profile; and Borg’s perception of effort. (3) Results: Post-program, there was an improvement in multidimensional and physical frailty, functional capacity, balance, and perceived exertion (p < 0.05) in the experimental group. Among the older adults’ lifestyles, we observed significant improvements in physical activity habits, relational behavior, and stress management. (4) Conclusions: Rehabilitation nurses have a relevant role, and the AAP-RNP seems to be effective in improving functional capacity and lifestyles in frail older adults.
1 February 2019 in Revista Brasileira de Enfermagem
Objective: To analyze the professional practice models used by nurses in the hospital context. Method: A descriptive study with a qualitative approach was carried out in 19 hospitals with 56 nurses. Data collection was carried out by means of a semi-structured interview. Results: The following categories emerged from analysis: a practice focused on the management of signs and symptoms, where the biomedical model, prevention of complications, and early detection of signs and symptoms of clinical worsening stood out, and a practice based on patients' human responses, emphasizing health promotion, self-care promotion, autonomy reconstruction, functional rehabilitation, patients' training, preparation to return home, and facilitation of transitions. Final considerations: In spite of the evolution seen in some contexts, a distance between the models practiced and those presented is still found, which indicates the need for changes ensuring structuring and systematization of the professional practice.
Objetivo: refletir sobre o planejamento organizacional no contexto da pandemia por COVID-19 e as implicações para a gestão em enfermagem. Método: estudo téorico-reflexivo, realizado entre os dias 01 e 09 de junho de 2020 e baseado nos documentos emanados pela Direção Geral da Saúde de Portugal para o planejamento organizacional no contexto hospitalar, durante o período de 03 de março a 03 de junho de 2020. Resultados: foram identificados nove documentos do tipo normas ou orientações emitidas pela Direção Geral da Saúde, referentes às medidas para controle da pandemia da COVID-19, sendo possível a organização dos dados em duas macrocategorias: estruturas, materiais e procedimentos e exercício profissional dos enfermeiros, com enfoque no papel do enfermeiro gestor. Conclusão: a Direção-Geral da Saúde de Portugal, através da disseminação de documentos orientadores, permitiu um planejamento organizacional, ajustado às necessidades dos pacientes com COVID-19. O enfermeiro gestor teve de reorganizar a gestão de estruturas e materiais, assim como a gestão dos enfermeiros para cumprir as orientações emanadas e continuar a assegurar cuidados de qualidade aos pacientes internados em sua unidade.
The COVID-19 pandemic has imposed challenges to health systems and institutions, which had to quickly create conditions to meet the growing health needs of the population. Thus, this study aimed to assess the impact of COVID-19 on professional nursing practice environments and to identify the variables that affected their quality. Quantitative, observational study, conducted in 16 Portuguese hospitals, with 1575 nurses. Data were collected using a questionnaire and participants responded to two different moments in time: the pre-pandemic period and after the fourth critical period of COVID-19. The pandemic had a positive impact on the Structure and Outcome components, and a negative trend in the Process component. The variables associated with the qualification of the components and their dimensions were predominantly: work context, the exercise of functions in areas of assistance to COVID-19 patients, length of professional experience and length of experience in the service. The investment in professional practice environments impacted the improvement of organizational factors, supporting the development of nurses’ work towards the quality of care. However, it is necessary to invest in nurses’ participation, involvement and professional qualifications, which are aspects strongly dependent on the institutions’ management strategies.