Mining social media data for biomedical signals and health-related behavior

Social media data has been increasingly used to study biomedical and health-related phenomena. From cohort level discussions of a condition to planetary level analyses of sentiment, social media has provided scientists with unprecedented amounts of data to study human behavior and response associated with a variety of health conditions and medical treatments. Here we review recent work in mining social media for biomedical, epidemiological, and social phenomena information relevant to the multilevel complexity of human health. We pay particular attention to topics where social media data analysis has shown the most progress, including pharmacovigilance, sentiment analysis especially for mental health, and other areas. We also discuss a variety of innovative uses of social media data for health-related applications and important limitations in social media data access and use.Comment: To appear in the Annual Review of Biomedical Data Scienc

Contemplating Mindfulness at Work: An Integrative Review

Mindfulness research activity is surging within organizational science. Emerging evidence across multiple fields suggests that mindfulness is fundamentally connected to many aspects of workplace functioning, but this knowledge base has not been systematically integrated to date. This review coalesces the burgeoning body of mindfulness scholarship into a framework to guide mainstream management research investigating a broad range of constructs. The framework identifies how mindfulness influences attention, with downstream effects on functional domains of cognition, emotion, behavior, and physiology. Ultimately, these domains impact key workplace outcomes, including performance, relationships, and well-being. Consideration of the evidence on mindfulness at work stimulates important questions and challenges key assumptions within management science, generating an agenda for future research

Effects of dance therapy on balance, gait and neuro-psychological performances in patients with Parkinson's disease and postural instability

Postural Instability (PI) is a core feature of Parkinson’s Disease (PD) and a major cause of falls and disabilities. Impairment of executive functions has been called as an aggravating factor on motor performances. Dance therapy has been shown effective for improving gait and has been suggested as an alternative rehabilitative method. To evaluate gait performance, spatial-temporal (S-T) gait parameters and cognitive performances in a cohort of patients with PD and PI modifications in balance after a cycle of dance therapy

You Can\u27t Handle the Truth! Trial Juries and Credibility

Every now and again, we get a look, usually no more than a glimpse, at how the justice system really works. What we see—before the sanitizing curtain is drawn abruptly down—is a process full of human fallibility and error, sometimes noble, more often unfair, rarely evil but frequently unequal. The central question, vital to our adjudicative model, is: How well can we expect a jury to determine credibility through the ordinary adversary processes of live testimony and vigorous impeachment? The answer, from all I have been able to see is: not very well

You Can\u27t Handle the Truth! Trial Juries and Credibility

Every now and again, we get a look, usually no more than a glimpse, at how the justice system really works. What we see—before the sanitizing curtain is drawn abruptly down—is a process full of human fallibility and error, sometimes noble, more often unfair, rarely evil but frequently unequal. The central question, vital to our adjudicative model, is: How well can we expect a jury to determine credibility through the ordinary adversary processes of live testimony and vigorous impeachment? The answer, from all I have been able to see is: not very well

On the Intraoperative Awareness General Anesthesia

General anesthesia is a crucial component of modern medical practice, enabling surgeons to perform complex procedures and ensuring patient comfort. However, within the realm of general anesthesia, a rare but significant phenomenon called intraoperative awareness has garnered attention. Intraoperative awareness refers to the state of partial or complete consciousness experienced by some patients during surgery, despite being under anesthesia. This article aims to explore the concept of general anesthesia and intraoperative awareness, shedding light on its prevalence, causes, impact, and management strategies. Understanding this phenomenon is vital for healthcare professionals to improve patient outcomes and enhance the safety of surgical procedures. &nbsp