job-based approach

Subitizing is the ability to appraise a number of small quantities (up to four) rapidly and precisely. This system, however, can be impaired by distractors presented along with targets to be enumerated. To better understand whether this limitation arises in perceptual circuits or in the response selection stage, we investigated whether subitizing can endure in simultaneous comparison tasks. Participants were asked to compare the number of dots in two sets on the left and right sides of the screen, presented either simultaneously or sequentially...

BACKGROUND: Medical image segmentation is a vital yet difficult job because of the multimodality of the acquired images. It is difficult to locate the polluted area before it spreads. METHODS: This research makes use of several machine learning tools, including an artificial neural network as well as a random forest classifier, to increase the system's reliability of pulmonary nodule classification. Anisotropic diffusion filtering is initially used to remove noise from a picture...

Middle aged adults experience depression and anxiety differently than younger adults. Age may affect life circumstances, depending on accessibility of social connections, jobs, physical health, etc, as these factors influence the prevalence and symptomatology. Depression and anxiety are typically measured using rating scales; however, recent research suggests that such symptoms can be assessed by open-ended questions that are analysed by question-based computational language assessments (QCLA). Here, we study middle aged and younger adults' responses about their mental health using open-ended questions and rating scales about their mental health...

BACKGROUND: Hospitals employ many social workers, whose tasks are complicated and arduous. Quality of life assessments by healthcare professionals (HCWs) are essential for better healthcare and skillful health service delivery. HCWs have been under tremendous mental and psychological strain and at high risk of virus acquisition since the COVID-19 pandemic outbreak. OBJECTIVE: This study evaluated public hospital efficiency issues and remedies in the Kingdom of Saudi Arabia...

PURPOSE: The objective of this study is to explore the impact of artificial intelligence (AI) development on the sports industry labor market, the ways in which AI has influenced the demand for labor, created new job opportunities, and impacted existing job roles. METHODOLOGY: It refers to the inductive approach in the spirit technological determinism theory. It is based on the literature review and written qualitative, semi-structured interviews ( N  = 14) with sports human resources, management, and technology professionals (purposive sampling)...

INTRODUCTION: Preschool teachers' mental health may be a critical factor in their job performance, which in turn can influence the quality of early childhood education. However, little is known about its development. Childhood maltreatment, as a chronic form of childhood stress, may influence later mental health development. Although large, comprehensive research has been undertaken on childhood maltreatment and mental health, the associations between these two variables need further exploration...

Quercetin is an important antioxidant with high bioactivity and it has been used as SARS-CoV-2 inhibitor significantly. Quercetin, one of the most abundant flavonoids in nature, has been in the spot of numerous experimental and theoretical studies in the past decade due to its great biological and medicinal importance. But there have been limited instances of employing quercetin and its derivatives as a fluorescent framework for specific detection of various cations and anions in the chemosensing field. Therefore, we have developed a novel chemosensor based on quercetin coupled benzyl ethers (QBE) for selective detection of Hg2+ with "naked-eye" colorimetric and "turn-on" fluorometric response...

BACKGROUND: Cybersecurity is a growing challenge for health systems worldwide as the rapid adoption of digital technologies has led to increased cyber vulnerabilities with implications for patients and health providers. It is critical to develop workforce awareness and training as part of a safety culture and continuous improvement within health care organizations. However, there are limited open-access, health care-specific resources to help organizations at different levels of maturity develop their cybersecurity practices...

BACKGROUND: College students with disabilities need to transition from pediatric-centered care to adult care. However, they may become overwhelmed by multiple responsibilities, such as academic activities, peer relationships, career preparation, job seeking, independent living, as well as managing their health and promoting healthy behaviors. OBJECTIVE: As the use of smartphones and wearable devices for collecting personal health data becomes popular, this study aimed to compare the characteristics of self-tracking health practices between college students with disabilities and their counterparts...

OBJECTIVES: Etiological factors of testicular germ cell tumors (TGCT) remain largely unknown, but a causal role of occupational exposures to solvents has been suggested. Previous studies analyzing these exposures reported discordant results, potentially related to exposure assessment methods. The aim of this study was to investigate the role of occupational exposure to solvents on the risk of developing TGCT among young men. METHODS: This study examined occupational exposures to solvents and TGCT risk based on the lifetime work histories of 454 cases and 670 controls, aged 18-45 years, of the French national TESTIS case-control study...

BACKGROUND: Although lifestyle-based treatment approaches are recommended as important aspects of depression care, the quantitative influence of aggregated healthy lifestyles on depression recurrence and mortality remains unknown. OBJECTIVE: To investigate the association between healthy lifestyle and the risks of first-time hospitalisation for recurrent depression and mortality. METHODS: 26 164 adults with depression (mean (SD) age, 56.0 (7...

INTRODUCTION: New Zealand's shortage of medical imaging technicians has intensified due to factors like illness, the pandemic, and an ageing workforce. Addressing staff retention issues requires attention to intrinsic factors like workplace satisfaction and work-life balance. Self-rostering has proven effective in healthcare by enhancing work-life balance, job satisfaction, and retention, but it has not been implemented widely in radiology. This study aimed to explore the perceptions, benefits, and challenges of implementing AI-generated self-rostering in a radiology department through simulated trials...

OBJECTIVE: The homogeneous distribution of physicians is important for ensuring patients' access to health services. To encourage physicians to work in underserved areas, policymakers create incentives. Understanding physicians' employment preferences is essential when developing these incentive packages. This study aims to quantitatively reveal the preferences of cardiologists in Türkiye using a discrete choice experiment (DCE). METHODS: A DCE questionnaire was distributed electronically to all cardiologists in Türkiye...

Automatically detecting mental state such as stress from video images of the face could support evaluating stress responses in applicants for high risk jobs or contribute to timely stress detection in challenging operational settings (e.g., aircrew, command center operators). Challenges in automatically estimating mental state include the generalization of models across contexts and across participants. We here aim to create robust models by training them using data from different contexts and including physiological features...

Background Suicide is a serious and growing health inequity for Alaska Native (AN) youth (ages 15-24), who experience suicide rates significantly higher than the general U.S. youth population. In low-resourced, remote communities, building on the local and cultural resources found in remote AN communities to increase uptake of prevention behaviors like lethal means reduction, interpersonal support, and postvention can be more effective at preventing suicide than a risk-referral process. This study expands the variables we hypothesize as important for reducing suicide risk and supporting wellbeing...

BACKGROUND: The second-generation smoking cessation measures for inpatients in our hospital were provided primarily by physicians. Statistics from January to December 2019 showed a negative trend in the number of inpatient smoking cessation services and health education courses provided. PURPOSE: Purpose: In this study, a comprehensive systematic literature review on the application of smoking cessation interventions was conducted with the goal of helping enhance the inpatient quit rate at the author's hospital...

Objectives . Improvement of the professionalization level for the new generation of construction workers (NGCWs) is critical to upgrade the construction industry. It also provides a new approach to reduce their unsafe behaviour. The purpose of this study is to analyse the correction mechanism of the professionalization level on NGCWs' unsafe behaviour. We examined the mediating role of work-family conflict and job burnout on impacting NGCWs' unsafe behaviour. The moderation effect of the NGCWs' perceived organizational support was also examined...

BACKGROUND: The safety of telemedicine in general and telephone triage (teletriage) safety in particular have been a focus of concern since the 1970s. Today, telehealth, now subsuming teletriage, has a basic structure and process intended to promote safety. However, inadequate telehealth systems may also compromise patient safety. The COVID-19 pandemic accelerated rapid but uneven telehealth growth, both technologically and professionally. Within 5-10 years, the field will likely be more technologically advanced; however, these advances may still outpace professional standards...

INTRODUCTION: The exploration of Advanced Practice (AP) in both diagnostic and therapeutic radiography has become a prominent topic of discussion within the radiographic community, prompting an investigation into radiographers' perceptions and the current global status of advanced roles. This study aimed collect data on radiography and radiation therapy AP career paths, and understand radiographers' perceptions of advanced practice at the European Congress of Radiology (ECR) 2020. METHODS: A concise, 15-question web-based survey was distributed through the EFRS Research Hub during ECR 2020...

OBJECTIVES, PURPOSE, OR AIM: The study aimed to decrease noise levels in the ICU, anticipated to have adverse effects on both patients and staff, by implementing enhancements in acoustic design. BACKGROUND: Recognizing ICU noise as a significant disruptor of sleep and a potential hindrance to patient recovery, this study was conducted at a 40-bed ICU in Fiona Stanley Hospital in Perth, Australia. METHODS: A comprehensive mixed-methods approach was employed, encompassing surveys, site analysis, and acoustic measurements...