workplace learning

BACKGROUND: This study introduced a novel approach for predicting occupational injury severity by leveraging deep learning-based text classification techniques to analyze unstructured narratives. Unlike conventional methods that rely on structured data, our approach recognizes the richness of information within injury narrative descriptions with the aim of extracting valuable insights for improved occupational injury severity assessment. METHODS: Natural language processing (NLP) techniques were harnessed to preprocess the occupational injury narratives obtained from the US Occupational Safety and Health Administration (OSHA) from January 2015 to June 2023...

BACKGROUND: This paper investigates the perceptions of medical interns regarding the usefulness of non-mother tongue communication skills taught during the undergraduate curriculum at the University of Cape Town in South Africa. In 2003, the university decided to incorporate Afrikaans and IsiXhosa communication skills into the new MBChB curriculum in order to meet the Faculty of Health Sciences goals to promote quality and equity in healthcare, and to prepare graduating health practitioners for multilingual communities where they would be serving...

AIM: The aim of this study was to explore the relationship between faculty diversity and workplace civility in nursing programs. BACKGROUND: Diversity is needed in healthcare and in nursing education. A diverse workforce contributes to positive organizational culture and optimal learning environments for students and faculty in nursing programs. However, nursing faculty with diverse backgrounds often experience incivility more often than the rest of the population...

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BACKGROUND: Workplace mental health is an important global health concern. OBJECTIVES: This unblinded, phase-III, wait-listed cluster randomized controlled trial aimed to examine the effectiveness of a mobile health (mHealth) psychoeducation program using a spaced education approach on mental health literacy (MHL) in the workplace. The main interest of this paper was the immediate and 3-month medium-term effect of the program on the MHL of workers. The purposely built mHealth platform was also evaluated as a health-related app...

BACKGROUND: Feedback processes are crucial for learning, guiding improvement, and enhancing performance. In workplace-based learning settings, diverse teaching and assessment activities are advocated to be designed and implemented, generating feedback that students use, with proper guidance, to close the gap between current and desired performance levels. Since productive feedback processes rely on observed information regarding a student's performance, it is imperative to establish structured feedback activities within undergraduate workplace-based learning settings...

BACKGROUND: Learning clinical reasoning is less effective in isolation of clinical environments because contextual factors are a significant component in the clinical reasoning process. This study investigated the differences in opinions between novice and expert clinicians on learning clinical reasoning in the workplace. MATERIALS AND METHODS: The author used a cross-sectional online survey design to investigate the perceived learning of six clinical reasoning skills in 13 learning opportunities...

BACKGROUND: The workload of public health nurses (PHNs) working for local governments has been increasing as health issues become more diverse and complicated. Even amidst the ongoing administrative and fiscal reforms, there is an urgent need to ensure how effectively and efficiently public health nurses can practice in health service development. The objective of this research was to clarify the actual conditions of best practice transfer (BPT) and its related factors. METHODS: An anonymous postal and self-administered questionnaire survey was conducted among PHNs working at 334 sites, including the local government offices and health centers across Japan, and analysed mainly through logistic regression analysis...

BACKGROUND: Work-integrated learning (WIL) is widely accepted and necessary to attain the essential competencies healthcare students need at their future workplaces. Yet, competency-based education (CBE) remains complex. There often is a focus on daily practice during WIL. Hereby, continuous competency development is at stake. Moreover, the fact that competencies need to continuously develop is often neglected. OBJECTIVES: To ultimately contribute to the optimization of CBE in healthcare education, this study aimed at examining how competency development during WIL in healthcare education could be optimized, before and after graduation...

The role of self-assessment in workplace-based assessment remains contested. However, anaesthesia trainees need to learn to judge the quality of their own work. Entrustment scales have facilitated a shared understanding of performance standards among supervisors by aligning assessment ratings with everyday clinical supervisory decisions. We hypothesised that if the entrustment scale similarly helped trainees in their self-assessment, there would be substantial agreement between supervisor and trainee ratings...

BACKGROUND AND OBJECTIVES: The 1 + X certificate system, introduced in China in 2019, integrates academic credentials with vocational skill certificates to meet the heightened demand for skilled talents in the growing economy. This study aims to innovate and evaluate the vocational pharmaceutical education system under the 1 + X certificate framework, specifically addressing the gap between theoretical education and workplace requirements. MATERIALS AND METHODS: A retrospective observational approach analyzed 490 pharmacy students over two academic years...

AIM: To determine the influence of ergonomics on individual work performance of nurse educators working at home during the COVID-19 pandemic and to develop a model of the moderating effect of home environment. DESIGN: Cross-sectional, predictive-correlational design. METHODS: Utilizing interaction moderation and structural equation modeling, 214 consecutively-selected educators from nursing schools in the Greater Manila Area, Philippines completed a four-part online survey...

INTRODUCTION: Clinical workplaces offer unrivalled learning opportunities if students get pedagogic and affective support that enables them to confidently participate and learn from clinical activities. If physicians do not greet new students, the learners are deprived of signals of social respect and inclusion. This study explored how physicians' non-greeting behaviour may impact medical students' participation, learning, and professional identity formation in clinical placements. METHODS: We analysed 16 senior Norwegian medical students' accounts of non-greeting behaviours among their physician supervisors in a reflexive thematic analysis of focus group interview data...

BACKGROUND: Learning is a lifelong process and the workplace is an essential arena for professional learning. Workplace learning is particularly relevant for midwives as essential knowledge and skills are gained through clinical work. A clinical practice known as 'Collegial Midwifery Assistance' (CMA), which involves two midwives being present during the active second stage of labour, was found to reduce severe perineal trauma by 30% in the Oneplus trial. Research regarding learning associated with CMA, however, is lacking...

Breastfeeding is a fundamental and biologically normal function with well-established benefits for both lactating parents and infants. Despite these benefits, physicians, particularly those in training, often face significant obstacles when attempting to meet their breastfeeding and pumping goals. In response to these challenges, the American Medical Women's Association (AMWA) and a diverse group of health care professionals have come together to advocate for comprehensive lactation support policies in medical learning environments and workplaces...

The RHMCD-20 dataset offers a thorough investigation of the dynamics of mental health in Bangladesh while under quarantine. The structured survey that was distributed to different demographic groups yielded a dataset that included a wide range of variables, such as age, gender, occupation, and stress levels. Predictive modelling, understanding the effects of quarantine on the workplace and society, and intergenerational insights are all greatly enhanced by this dataset. The dataset allows intelligent algorithms to be developed by bridging the gap between machine learning and healthcare...

AIM: The aim of this study is to further develop a preliminary framework into a model that can translate mechanisms into output and impact, based on the views of those working in practice and the relations between the mechanisms: a model that can inform practitioners and organizations on what has to be in place to shape a learning and innovating environment in nursing. BACKGROUND: A Learning and Innovation Network (LIN) is a network of healthcare professionals, students and education representatives who come together to be part of a nursing community to integrate education, research and practice to contribute to quality of care...

PROBLEM: Workplace mistreatment is a contributor to resident burnout; understanding and intervening against mistreatment is one key tool in mitigating burnout. While ACGME survey data alerts programs to general mistreatment trends, those data are not detailed enough to inform local interventions. Our team designed and implemented a Challenging Interactions Reporting Tool (CIRT) to characterize the experiences of our trainees at a granular level and to inform targeted interventions for improvement...

BACKGROUND: In order to overcome obstacles to entry and inclusion in the workplace, individuals with disabilities engage in various impression management strategies to present themselves as the socially acceptable 'ideal employee.' OBJECTIVE: This study expands on previous disclosure research by asking individuals with disabilities to share their experiences of identity management and workplace challenges. METHODS: We leveraged qualitative research techniques to explore the reciprocal impact of workplace treatment and disclosure...

BACKGROUND: Gender bias is an enduring issue in the medical profession despite women being more represented within medical schools and the health care workforce in numerous countries across the world. There have been frequent calls for further exploration of gender-based discriminations within medical education, owing to its lasting impact on student's professional development and career trajectories. This paper presents an ethnographic exploration of the experiences of female medical students and doctors in the clinical learning environment (CLE), aiming to disrupt the cycle of gender inequity in the clinical workplace...