Identification of medication-related fall risk in adults and older adults admitted to hospital: A machine learning approach.

The study aimed to develop and validate, through machine learning, a fall risk prediction model related to prescribed medications specific to adults and older adults admitted to hospital. A case-control study was carried out in a tertiary hospital, involving 9,037 adults and older adults admitted to hospital in 2016. The variables were analyzed using the algorithms: logistic regression, naive bayes, random forest and gradient boosting. The best model presented an area under the curve = 0.628 in the older adult subgroup, compared to an area under the curve (AUC) = 0.776 in the adult subgroup. A specific model was developed for this sample. The gradient boosting model presented the best performance in the sample of older adults (AUC = 0.71). Models developed to predict the risk of falls based on medications specifically aimed at older adults presented better performance in relation to models developed in the total population studied.

Quality of life in the voice of children who depend on health technologies: Mixed methods study.

OBJECTIVE: To examine the quality of life of children who depend on health technologies as expressed in their own words. METHODS: A parallel and convergent mixed methods design was employed with 30 aged five to 12 year old children who depend on health technologies. Data collection was done through a characterization form, Pediatric Quality of Life Inventory 4.0 questionnaire with the total sample in quantitative phase; semi-structured interviews with a subset of nine participants in qualitative phase. Quantitative and qualitative data were analyzed using descriptive statistics and deductive thematic content analyses, respectively. RESULTS: Findings from PedsQL 4.0 showed that quality of life for children who depend on health technologies is average. However, data integration through mixed methods showed that this average goes beyond quantitative data through hearing the children's own voices. The results from data integration pointed out that children recognize their limitations and adapt to them; what most affects their quality of life is the emotional domain; children reported suffering prejudice due to their physical limitations; and that the school positively impacts their quality of life. CONCLUSIONS: Data integration highlighted that children acknowledge their limitations and pain generated by these devices. Concerns about the future and the ability to do things that other children the same age can do was the most impactful aspect on their quality of life. IMPLICATIONS FOR PRACTICE: Nursing care plans should consider that what affects most children who depend on health technologies' quality of life is anxiety for the future of being incapacitated or dependent.

Evaluation of patient safety culture in a private general hospital: a case study in Brazil.

PURPOSE: The purpose is to assess the patient safety culture perceived by healthcare and administrative staff in a Brazilian hospital and examine whether education and experience are related to positive perceptions. DESIGN/METHODOLOGY/APPROACH: A descriptive-analytical case study was carried out at Ernesto Dornelles Hospital, a private Brazilian institution. The Brazilian version of the Hospital Survey on Patient Safety Culture was used to assess the perceptions of 618 participants, of whom 315 worked in healthcare assistance and 303 in administrative services. The main outcome was the percentage of positive responses, and the independent variables included the type of work, schooling and length of experience. FINDINGS: None of the twelve dimensions was strengthened. The percentage of positive responses was the highest for "Hospital management support for patient safety" (67.5%), and the lowest was for "Nonpunitive response to error" (29%). The healthcare staff had a slightly higher average than the administrative staff. The percentage of positive responses from professionals with undergraduate or graduate degrees was higher for the eight dimensions of safety culture. The length of hospital experience was not associated with any dimensions. ORIGINALITY/VALUE: This study explored the influence of education and professional experience on the perception of patient safety in healthcare and administrative staff from a private institution. These approaches allow to know with greater depth and clarity factors that are related to the patient safety culture and, thus, have more consistent evidence to support interventions in specific needs.

Risk factors for the development of phlebitis: an integrative review of literature. / Fatores de risco para o desenvolvimento da flebite: revisão integrativa da literatura.

OBJECTIVE: To describe the scientific evidence published in literature regarding the risk factors for the development of phlebitis. METHOD: Integrative literature review with the inclusion of 14 original articles found in the LILACS, Scielo and Pubmed bases from January 2004 to April 2015, analyzed by levels of evidence and frequency, associated factors, degree and treatment of phlebitis. RESULTS: The frequency / incidence / minimum rate of phlebitis was 3% and the maximum was 59.1%. Most articles (57.14%) reported an association of phlebitis with risk factors, including the dwell time, puncture site and / or anatomical region, hospitalization period, number of accesses, reason for removal, sex, antibiotics, intermittent maintenance and emergency insertion. CONCLUSIONS: The need for standardizing the quantification of this event and a weak connection between the risk factors associated with phlebitis were identified. Further studies need to be developed in order to grant a real understanding of this disease in the daily routines of a hospital.

Analysis of risk prediction capability and validity of Morse Fall Scale Brazilian version. / Análise da capacidade de predição de risco e validade da Morse Fall Scale versão brasileira.

OBJECTIVE: To analyse the power to predict risk and verify the validity of the Morse Fall Scale - Brazilian version (MFS-B). METHOD: This is a methodological, longitudinal study with 1487 adult patients of two university hospitals of Rio Grande do Sul, Brazil conducted from November 2013 to March 2014. The MFS-B was used to assess the risk of falls. Statistical analysis comprised multivariate methods (discriminant function analysis and ROC curve). The research was approved by the ethics committees of the institutions. RESULTS: The best estimate to predict falls was at the cutoff point 44.78 of the average MFS-B score, with a sensitivity of 95.2% and a specificity of 64%. The occurrence of falls and the high-risk classification were significant (p<0.00001). CONCLUSIONS: The results show that the MFS-B can appropriately predict the risk of falls at the cutoff point for the high-risk classification, according to the original classification. The MFS-B had adequate validation test results and maintained the six items of the original scale.

Incidence of phlebitis and post-infusion phlebitis in hospitalised adults. / Incidência de flebite e flebite pós-infusional em adultos hospitalizados.

OBJECTIVE: to determine the incidence of phlebitis during and after the use of peripheral intravenous catheter (PIC), and analyse the association of this complication with risk factors. METHODS: cohort study with 165 adult patients admitted to a university hospital in Porto Alegre, totalling 447 accesses, from December 2014 to February 2015. Data were collected on a daily basis and analysed by means of descriptive and analytical statistics. RESULTS: The incidence of phlebitis during PIC was 7.15% and the incidence of post-infusion phlebitis was 22.9%. Phlebitis during catheter use was associated with the use of Amoxicillin + Clavulanic Acid. The grade of post-infusion phlebitis was associated with age and use of Amoxicillin + Clavulanic Acid, Tramadol Hydrochloride, and Amphotericin. CONCLUSION: The incidence of post-infusion phlebitis proved to be an important indicator to analyse the quality of the healthcare setting.

Translation and adaptation to Portuguese of the haemodialysis patient assessment tool - CUDYR-DIAL. / Tradução e adaptação para o português do instrumento avaliação de paciente em hemodiálise - CUDYR-DIAL.

Objective To translate and culturally adapt the tool Categorización de usuario según dependencia y riesgo en unidades de hemodiálisis (CUDYR-DIAL) into Brazilian Portuguese. Method This is a methodological study for the translation and cultural adaptation or localization of the instrument CUDYR-DIAL. Results In the pre-test stage, three nurses applied the instrument to 78 patients of the haemodialysis unit of the São Lucas Hospital of the Pontifícia Universidade Católica do Rio Grande do Sul. The average scores of each item were compared and no statistically significant differences were found in the data of the three evaluators, which demonstrates that the score of each professional in each item converges to the same value. Considering the estimation of reliability, Cronbach's alpha determined for the 14 items of the scale presented a minimum of 0.796 and a maximum of 0.799. Conclusion The instrument was translated, but the cultural adaptation was not necessary. It presents good reliability and will contribute to qualify the care of haemodialysis patients.

Arterial hypertension in nursing personnel of an emergency hospital.

Risk factors related to the workplace environment are being studied to identify positive associations with hypertension disorders. Hypertension is considered as one of the main modifiable risk factors and most important public health issues. The study aims to describe the prevalence of hypertension and associate it with sociodemographic, labour and health aspects, in the health-care nursing staff of an emergency hospital.Cross-sectional study enrolled 606 nursing workers. The data were collected from February to June, and the analysis was conducted in November 2010. Arterial blood pressure, body mass index (BMI), waist-to-hip ratio (WHR) were assessed, and sociodemographic and labour variables were investigated by means of a questionnaire. The data were analysed by descriptive statistics, univariate and multivariate analysis. The prevalence of hypertension was 32% (n = 388), with positive associations with age > 49 years (OR = 2.55 (CI: 1.19 to 5.43)), ethnicity (non-white) (odds ratio (OR) = 2.22, confidence interval (CI) 1.16 to 1.24), BMI (OR = 2.24 (CI: 1.25 to 4.01)) and WHR (OR = 2.65 (CI: 1.95 to 7.763)). Arterial hypertension was frequent in the nursing staff of this emergency hospital. Further studies are needed to better understand the relationship between occupational aspects and arterial hypertension.

[Analysis of fall risk factors in adults within the first 48 hours of hospitalization]. / Análise dos fatores de risco para queda de adultos nas primeiras 48 horas de hospitalização.

OBJECTIVE: To analyze fall risk factors in the first 48 hours of hospitalization and to associate them with the occurrence of falls. METHOD: Cohort study conducted at a hospital in Porto Alegre/RS, Brazil. A sample of 556 patients from an adult in-patient study population were evaluated within the first 48 hours of hospitalization for factors associated with falls, based on the Morse Fall Scale (MFS) and muscle strength, among others. RESULTS: Evidence showed that the classification of high-risk according to the MFS and, more specifically, the items history of falls, ambulatory aid, impaired gait and overestimation of walking ability, were associated with falls during hospitalization (p≤0.005). In addition to these risk factors, reduced muscle strength and visual deficit also contributed to the occurrence of this safety incident CONCLUSION: The analysis of fall risk factors in patients evaluated within 48 hours of hospitalization may contribute to minimizing these occurrences and preventing injury.

[Adverse events related to the use of enteral nutritional therapy]. / Eventos adversos relacionados ao uso de terapia nutricional enteral.

Aimed at verifying the occurrence of adverse events related to enteral nutrition use in patients of a public hospital in the countryside of Rio Grande do Sul. A quantitative, longitudinal and descriptive study, conducted in January-May 2012, that accompanied 46 patients admitted to the Intensive Care Unit and Medical Clinic. For evaluating the adverse events, we used quality indicators: inadvertent exit, tube obstruction and volume of infused diet. For analysis, we used descriptive statistics. The results showed that inadvertent exit of the tube and obstruction presented incidence rates of 4.6% and 2.1%, respectively. The volume of diet infused was less than that prescribed, due to pauses for body hygiene, tests and procedures, nausea/vomiting and delay in the availability of installation of the bottle in the unit. We conclude that the use of quality indicators in the assessment of care can help reduce damage to the patient.

[Job stress in agents at the socio-educational service centers in the state of Rio Grande do Sul]. / Estresse no trabalho em agentes dos centros de atendimento socioeducativo do Rio Grande do Sul.

The study was both to understand the association of work stress, socio-demographic and labor characteristics, habits and working conditions of the Socio-educational agents in the state of Rio Grande do Sul Brazil. It was a cross-sectional study with 881 agents of the Socio-educational Service Centers in the state of Rio Grande do Sul. The Brazilian version of the Job Stress Scale for assessment of work stress has been applied. Were classified in a situation of high strain 19.2% of the agents. The following factors were related to job stress, the need for counseling lack of leisure time, day shift work, dissatisfaction with the workplace, the need for absence from work due to health problems and insufficient scale work. There is a need to further research working conditions and execution of Occupational Health Service acting in order to minimize the effects of psychological demands at work of a socio-educational agent

[Work-related stress according to the Demand-Control Model and Minor Psychic Disorder in nursing workers]. / Estresse no trabalho segundo o Modelo Demanda-Controle e distúrbios psíquicos menores em trabalhadores de enfermagem.

This was a cross-sectional study that aimed to assess the association between work-related stress according to the Demand-Control Model, and the occurrence of Minor Psychic Disorder (MPD) in nursing workers. The participants were 335 professionals, out of which 245 were nursing technicians, aged predominantly between 20 and 40 years. Data were collected using the Job Stress Scale and the Self-Reporting Questionnaire-20. The analysis was performed using descriptive and analytical statistics. The prevalence of suspected MPD was 20.6%. Workers classified in the quadrants active job and high strain of the Demand-Control Model presented higher potential for developing MPD compared with those classified in the quadrant low strain. In conclusion, stress affects the mental health of workers and the aspects related to high psychological demands and high control still require further insight in order to understand their influence on the disease processes of nursing workers.

Analysis of the convergence of the Safety Attitudes Questionnaire and the Hospital Survey on Patient Safety Culture.

OBJECTIVES: to analyze patient safety culture from nursing professionals' perception at a university hospital, by assessing the convergence between the Safety Attitudes Questionnaire and the Hospital Survey on Patient Safety Culture. METHODS: a cross-sectional study, with 434 nursing professionals. Data collection took place through the application of both instruments. Descriptive and inferential statistics were used. RESULTS: in the Hospital Survey on Patient Safety Culture, the "teamwork within the units" dimension was considered a strong area of patient safety. In the Safety Attitudes Questionnaire, the "job satisfaction" and "perception of stress" domains reached the score for a good safety culture. Patient safety culture perception is correlated, in both instruments, with high magnitude. CONCLUSIONS: the two instruments converge towards a similar assessment of patient safety culture.

Efficacy and safety of neuromuscular electrical stimulation in the prevention of pressure injuries in critically ill patients: a randomized controlled trial.

BACKGROUND: Pressure injuries (PIs), especially in the sacral region are frequent, costly, and increase morbidity and mortality of patients in an intensive care unit (ICU). These injuries can occur as a result of prolonged pressure and/or shear forces. Neuromuscular electrical stimulation (NMES) can increase muscle mass and improve local circulation, potentially reducing the incidence of PI. METHODS: We performed a randomized controlled trial to assess the efficacy and safety of NMES in preventing PI in critically ill patients. We included patients with a period of less than 48 h in the ICU, aged ≥ 18 years. Participants were randomly selected (1:1 ratio) to receive NMES and usual care (NMES group) or only usual care (control group-CG) until discharge, death, or onset of a PI. To assess the effectiveness of NMES, we calculated the relative risk (RR) and number needed to treat (NNT). We assessed the muscle thickness of the gluteus maximus by ultrasonography. To assess safety, we analyzed the effects of NMES on vital signs and checked for the presence of skin burns in the stimulated areas. Clinical outcomes were assessed by time on mechanical ventilation, ICU mortality rate, and length of stay in the ICU. RESULTS: We enrolled 149 participants, 76 in the NMES group. PIs were present in 26 (35.6%) patients in the CG and 4 (5.3%) in the NMES group (p ˂ 0.001). The NMES group had an RR = 0.15 (95% CI 0.05-0.40) to develop a PI, NNT = 3.3 (95% CI 2.3-5.9). Moreover, the NMES group presented a shorter length of stay in the ICU: Δ = - 1.8 ± 1.2 days, p = 0.04. There was no significant difference in gluteus maximus thickness between groups (CG: Δ = - 0.37 ± 1.2 cm vs. NMES group: Δ = 0 ± 0.98 cm, p = 0.33). NMES did not promote deleterious changes in vital signs and we did not detect skin burns. CONCLUSIONS: NMES is an effective and safe therapy for the prevention of PI in critically ill patients and may reduce length of stay in the ICU. Trial registration RBR-8nt9m4. Registered prospectively on July 20th, 2018, https://ensaiosclinicos.gov.br/rg/RBR-8nt9m4.

Patient safety culture, missed Nursing care and its reasons in Obstetrics.

OBJECTIVE: to assess the correlations between the patient safety culture, the missed Nursing care, and the reasons for the omission in the obstetric area. METHOD: a cross-sectional study, conducted in 2019, with 62 Nursing professionals working in the obstetric area of a teaching hospital in southern Brazil. The MISSCARE-Brasil and Hospital Survey on Patient Safety Culture instruments were used. The data were analyzed using descriptive statistics, means comparison test and Spearman correlation. RESULTS: the overall mean of positive answers for the safety culture was 34.9 (± 17.4). The care of assessing the vital signs and monitoring capillary blood glucose were the most prioritized, with airway aspiration and oral hygiene being the most overlooked. The main reasons for the omissions refer to labor resources and to inadequate staffing. A significant and inversely proportional correlation was found between the patient safety culture and overlooked nursing care (r=-0.393). CONCLUSION: the safety culture of the obstetric area was assessed as fragile by the Nursing professionals. The more the safety culture is strengthened and the greater investment in labor and human resources, the less care is overlooked.

National Early Warning Score 2: transcultural adaptation to Brazilian Portuguese.

OBJECTIVE: Cross-cultural adaptation of the National Early Warning Score 2 to Brazilian Portuguese. METHODS: A methodological study of a cross-cultural adaptation of a scale, based on the Beaton et al. framework, authorized by the Royal College of Physicians. Judges from nine Brazilian states, nurses and physicians evaluated the semantic, idiomatic, cultural, and conceptual equivalence between the original instrument and the translated versions. The nurses, working in inpatient or emergency units, conducted the pilot test, applying the final version to three case studies. Psychometric tests were used for data analysis: Content Validity Index (CVI), Kappa Coefficient, and Cronbach's Alpha. RESULTS: The adaptation showed a mean CVI of 0.98 and perfect/almost perfect inter-rater agreement, with scores above 0.80. The consistency of the scale was 0.712. CONCLUSION: The process of cross-cultural adaptation of the scale to Brazilian Portuguese was successful, providing Brazilian professionals with an instrument aligned with patient safety.

The environment of the nursing team's professional practice in inpatient units of a university hospital.

OBJECTIVE: To evaluate the environment of the professional practice of the nursing staff from inpatient units and to compare it according to professional and work characteristics. METHOD: A cross-sectional analytical study conducted in southern Brazil. Data was collected through the Brazilian version of the Nursing Work Index-Revised with a sample of (n=142) professionals, them being nurses (n=56; 34.9%) and nursing technicians/assistants (n=86; 60.6%). The analysis was performed by means of descriptive and analytical statistics. RESULTS: The professional practice environment was considered favorable in all the subscales. The subscale of relationships between physicians/nursing staff showed a significant difference among the professional categories, with better results for nurses. The afternoon shift stood out in the favorable assessment. Longer working time at the institution and unit tended to have worse assessments for autonomy and control, respectively. CONCLUSION: The assessment of the practice environment was favorable; however, the study signals opportunities for improvements for the nursing team.

Validação da Morse Fall Scale - versão brasileira para pessoas idosas institucionalizadas (MFS-B/ILPI) / Validation of the Morse Fall Scale - Brazilian version for institutionalized older adults (MFS-B/ ILPI)

Resumo Objetivo Realizar a validação de critério e de constructo da Morse Fall Scale - versão brasileira (MFS-B) para pessoas idosas institucionalizadas. Método Estudo metodológico de validação aninhado a um estudo longitudinal. A pesquisa foi desenvolvida em duas Instituições de Longa Permanência para Idosos (ILPIs), com 172 pessoas idosas. Os dados foram coletados por meio da avaliação direta da pessoa idosa e dados do prontuário. A análise foi realizada pela estatística descritiva e inferencial pela curva ROC, sensibilidade, especificidade, correlação de Pearson e Análise Fatorial Exploratória e Confirmatória. Resultados A melhor estimativa para predizer a queda foi no ponto de corte 45 pontos da MFS-B para pessoas idosas institucionalizadas, com sensibilidade de 93,3% e especificidade de 58,9%. Quando analisada a confiabilidade de MFS-B com a exclusão do item "terapia endovenosa/dispositivo endovenoso salinizado ou heparinizado" - "TE/DSH" houve melhora da confiabilidade (α≥0,700) e essa exclusão também foi aprovada na Análise Fatorial Exploratória e Confirmatória. Conclusões Os resultados apontam para uma boa capacidade de predição de queda pela MFS-B para pessoas idosas institucionalizadas, com melhor acurácia quando excluído o item "TE/DSH". Esses resultados fundamentaram a adaptação da MFS-B para cinco itens de avaliação, sendo essa denominada MFS-B/ILPI.

Abstract Objective To validate the criterion and construct of the Morse Fall Scale - Brazilian version (MFS-B) for institutionalized older adults. Method Methodological validation study nested within a longitudinal study. The research was conducted in two Homes for the Aged (ILPIs), involving 172 older individuals. Data were collected through direct assessment of the older adult and chart data. Analysis was performed using descriptive and inferential statistics including ROC curve, sensitivity, specificity, Pearson correlation, and Exploratory and Confirmatory Factor Analysis. Results The best estimate for predicting falls was at the cutoff point of 45 points on the MFS-B for institutionalized older adults, with a sensitivity of 93.3% and specificity of 58.9%. When analyzing the reliability of the MFS-B with the exclusion of the item "intravenous therapy/saline or heparin flush catheter" - "IV therapy/SHFC" reliability improved (α≥0.700), and this exclusion was also supported by Exploratory and Confirmatory Factor Analysis. Conclusions The results indicate a good predictive ability of the MFS-B for institutionalized older adults, with improved accuracy when excluding the item "IV therapy/SHFC". These findings supported the adaptation of the MFS-B to five assessment items, referred to as MFS-B/ ILPI.

Sepsis and AMI: knowledge of the population visiting parks and patient companions. / Sepse e IAM: conhecimento da população frequentadora de parques e acompanhantes de pacientes.

OBJECTIVE: To identify the population's knowledge of the terms "sepsis" and "acute myocardial infarction" (AMI). METHOD: Cross-sectional quantitative study. Data was collected through the application of a questionnaire to two groups of participants, as follows: individuals who visit parks in Porto Alegre, State of Rio Grande do Sul and companions of patients of a university hospital in Porto Alegre. Analysis of the results was performed by descriptive and inferential statistics. RESULTSThe sample consisted of 1,986 respondents: 1,455 parkgoers and 531 companions of patients admitted to the hospital. Regarding the knowledge of sepsis, only 19.1% of the respondents had already heard about the subject. However, compared to knowledge about AMI, it was found that 98.7% knew the term. CONCLUSIONS: The study found that the scarce knowledge of the population about the term "sepsis" is related to the social level of the respondents, demonstrating poor access to information about health care.

Stress and overweight/obesity among nursing students. / Estresse e sobrepeso/obesidade em estudantes de enfermagem.

OBJECTIVE: analyze associations between demographic, academic, health, stress, overweight and obesity characteristics among nursing students. METHOD: this is a cross-sectional study with 95 students from a private university in Rio Grande do Sul, Brazil. A demographic, academic and health characterization questionnaire and the Assessment of Stress in Nursing Students (ASNS) scale were applied. Anthropometric measures were taken and descriptive and bivariate analyses were performed. RESULTS: female students predominated in this study, mean age: 25.6±5.87 years. Weight gain was observed in 52.6% of the students, with the 'Professional training' session reporting high (29.5%) and very high (36.8%) levels of stress. None of the stress scale sessions was associated with overweight and obesity. CONCLUSION: overweight and obesity were associated with male participants, high blood pressure, weight gain since the beginning of the course, altered waist circumference, no physical activity, eating more in stressful situations, and consumption of unhealthy foods.