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Purpose: Challenges ushered by the COVID-19 pandemic led to an increased focus on the mental well-being of the healthcare workforce. Despite the important contribution non-clinician biomedical researchers make to the mission of academic medical centers, the well-being of this unique population remains understudied in the United States. The purpose of this study was to examine the individual and organizational correlates of distress among non-clinician biomedical researchers.
Methods: A survey was delivered to employees of a large academic medical center in the southeastern United States, including non-clinician biomedical researchers. Participants were asked to assess their own well-being using the validated Well-Being Index (WBI) tool, resilience, work and nonwork-related stressors and demographic descriptors. Descriptive statistics and bivariate analyses were conducted, and binary logistic regression was used to examine predictors of increased odds of overall distress.
Results: Nearly 44% of surveyed non-clinician biomedical researchers met the threshold for high distress which indicates an increased risk of suicidal ideation, turnover intention, and burnout. The major correlates of distress were at the organizational level, including perceived organizational support (OR 0.79, 95% CI 0.70-0.90), heavy workload and long hours (OR 3.25, 95% CI 1.53-6.88), inability or lack of support to take time off (OR 2.80, 95% CI 1.03-7.66) and conflict with supervisor (OR 5.03, 95% CI 1.13-22.1). While lower individual resilience (OR 0.69, 95% CI 0.54-0.88) was statistically significantly associated with greater distress, it accounted for less than 10% of the overall variance when controlling for other work-related factors.
Conclusion: These findings suggest that developing organizational interventions that address institutional support for non-clinician biomedical researchers within academic medical centers represents an important opportunity to reduce distress within this population. While emphasizing individual resiliency as an important in the pursuit of well-being, it is also the responsibility of the organization to create and foster an environment in which employees can access their own resilience.
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http://dx.doi.org/10.2147/JMDH.S399517 | DOI Listing |
We announce the release of the OHSU MoleMapper Smartphone Skin Images dataset which contains over six years of new data acquired from the Oregon Health & Science University's (OHSU) MoleMapper study. This released dataset includes 27,499 mole images curated to exclude images with protected health identifiers, 7,305 images of skin patches near the mole images, 1,000 contextual images, and basic metadata from the participants. This data is available to qualified researchers on Sage Bionetwork's Synapse platform under Synapse ID syn51520810 and represents the largest publicly available dataset of consumer-collected smartphone images of pigmented skin lesions.
View Article and Find Full Text PDFProgress at the intersection of artificial intelligence and pediatric neuroimaging necessitates large, heterogeneous datasets to generate robust and generalizable models. Retrospective analysis of clinical brain magnetic resonance imaging (MRI) scans offers a promising avenue to augment prospective research datasets, leveraging the extensive repositories of scans routinely acquired by hospital systems in the course of clinical care. Here, we present a systematic protocol for identifying "scans with limited imaging pathology" through machine-assisted manual review of radiology reports.
View Article and Find Full Text PDFStud Health Technol Inform
April 2025
School of Medicine, Aristotle University of Thessaloniki.
Scoliosis is curvature of the spine, often found in adolescents, which can impact on their quality of life. In recent years, smartphone applications (apps) and web-based applications may help the parents with the doctors' supervision in scoliosis screening and monitoring, thereby reducing the number of in-person visits. This paper suggests the usage of the SCOLIOSIS system to detect the onset of scoliosis.
View Article and Find Full Text PDFInquiry
September 2024
Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
Communication is a core component of a clinician's role; however, when clinicians conduct research, communicating the emerging findings and recommendations to different types of stakeholders can be unfamiliar territory. Communicating research to advocate for change can be even more challenging. Clinician researchers seeking to be agents for change need to conceive and craft specific, evidence-based messages and communicate these effectively to different stakeholders to negotiate action.
View Article and Find Full Text PDFPsychiatry Res
May 2023
Department of Population Health, Dell Medical School, The University of Texas at Austin, Austin, Texas, USA.
Objective: Minimal guidance is available in the literature to develop protocols for training non-clinician raters to administer semi-structured psychiatric interviews in large, multi-site studies. Previous work has not produced standardized methods for maintaining rater quality control or estimating interrater reliability (IRR) in such studies. Our objective is to describe the multi-site Texas Childhood Trauma Research Network (TX-CTRN) rater training protocol and activities used to maintain rater calibration and evaluate protocol effectiveness.
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