The current article used real data to demonstrate the analysis and synthesis of Mixed Methods Research (MMR) data with generative Artificial Intelligence (Gen AI). I explore how reliable and valid Gen AI data outputs are and how to improve their use. The current content is geared towards enhancing methodological application regardless of field or…

Changes in the health care environment have impacted nursing workload, quality of care, and patient safety. Traditional nursing workload measures do not guarantee efficiency, nor do they adequately capture the complexity of nursing workload. Review of the literature indicates nurses perceive the quality of their work has diminished. Research has…

This paper discusses the implications of Lucy Suchman's conclusion that a theory of situated action--i.e., the actual sense that specific users make out of specific Xeroxing events--is truer to the lived experience of Xerox users than a cognitive account of the user's plans--e.g., the hierarchy of subprocedures for how Xerox machines should be…

This report incorporates a literature review, a workshop paper, and discussion by workshop participants on the current status of research on what the users of computer systems know, and how these different forms of knowledge fit together in learning and performance. It is noted that such research is important to the problem of designing systems…

This paper examines variations of text density levels for learning in a computer-based instruction (CBI) tutorial from an integrated perspective, and addresses the following questions: (1) What is the text density? (2) What are the relationships among text density approaches? and (3) What are the contributions of text density for learning and how…

This paper provides an overview of past research on training employees for computer-mediated work. Recent literature is reviewed and critically analyzed using a four-part framework of individual differences and skill acquisition: sociodemographic factors, abilities and motivation, task constraints, and the man-technology interface. Furthermore, a…

Research in human computer interaction and instructional design can provide insights into effective methods for training microcomputer users. Suggestions include utilizing error recognition and recovery, development of mental models, simplification of documentation, and using cognitive approaches that allow transfer of knowledge to new situations.…