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Background: Multitasking is a rapidly evolving construct and we are in dire need of a sound tool for measuring multitasking behaviors and abilities across socio-cultural contexts. To this end, this study has put forward a cultural adaptation (through back translation) of an already developed (Kushniryk, 2008) measure i.e., Communication Specific Multitasking Measurement Instrument.
Objective: This study is intended to translate, adapt, and validate a multitasking measure i.e., Communication Specific Multitasking Measurement Instrument (CSMMI; Kushniryk, 2008) in the context of collectivist culture in Pakistan.
Design: The study was composed of two parts. The first part was completed in two phases. Phase I employed back and forward translation methods to translate the multitasking measure into an indigenous language. Phase II provided empirical validity of the translated and adapted instrument (CSMMI) using exploratory factor analysis (EFA) on data collected from a sample of 230 married individuals. The second part of the study was designed to establish construct validity of the translated instrument using confirmatory factor analysis (CFA) on a larger data set of married individuals.
Results: EFA using a varimax rotation on all 19 items of CSMMI showed that the instrument is a three-dimensional measure. CFA confirmed that the translated and adapted instrument is also a three-dimensional measure on the larger data set. Analysis of the intraclass correlation and alpha coefficient provided sound evidence for validity and reliability of the measure (CSMMI).
Conclusion: The findings of this study indicate that the translated and adapted multitasking measure (CSMMI) is reliable and valid when applied to the culturally collectivist population of Pakistan. This also pertains to any other populations where the translation is adequately applicable.
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http://dx.doi.org/10.11621/pir.2022.0109 | DOI Listing |
J Med Internet Res
September 2025
Washington University in St. Louis, 660 South Euclid Avenue, Campus Box 8054, St Louis, MO, United States, 1 3142737801.
Background: Clinical communication is central to the delivery of effective, timely, and safe patient care. The use of text-based tools for clinician-to-clinician communication-commonly referred to as secure messaging-has increased exponentially over the past decade. The use of secure messaging has a potential impact on clinician work behaviors, workload, and cognitive burden.
View Article and Find Full Text PDFEur Spine J
September 2025
Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Purpose: This study aims to address the limitations of radiographic imaging and single-task learning models in adolescent idiopathic scoliosis assessment by developing a noninvasive, radiation-free diagnostic framework.
Methods: A multi-task deep learning model was trained using structured back surface data acquired via fringe projection three-dimensional imaging. The model was designed to simultaneously predict the Cobb angle, curve type (thoracic, lumbar, mixed, none), and curve direction (left, right, none) by learning shared morphological features.
IEEE Trans Med Imaging
September 2025
Surgery video summarization can help medical professionals quickly gain the insight into the surgical process for the surgical education and skill evaluation. However, existing methods are unable to efficiently summarize information to satisfy medical professionals. Since it is challenging to summarize the video while balancing the information richness and diversity.
View Article and Find Full Text PDFJ Occup Health Psychol
August 2025
Department of Work and Social Psychology, Maastricht University.
During COVID-19, participating in video meetings was associated with exhaustion, a phenomenon termed "Zoom fatigue." Different explanations were suggested for this phenomenon. Video meetings may be exhausting because they (a) gained a symbolic meaning during the pandemic, (b) are cognitively demanding, or (c) are understimulating, leading to "passive fatigue.
View Article and Find Full Text PDFCogn Res Princ Implic
August 2025
Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France.
There is ample evidence from cognitive sciences and neurosciences studies that multisensory stimuli are detected better and faster than their unisensory counterparts. Yet, most of this work has been conducted in settings and with protocols within which participants had the sole detection task to perform. In realistic and complex environments, such as military ones, detection of critical information has to be performed while the operator is concurrently managing several others tasks and processing a vast amount of sensory inputs.
View Article and Find Full Text PDF