Article

Data-driven hypothesis generation among inexperienced clinical researchers: A comparison of secondary data analyses with visualization (VIADS) and other tools

2023-06-05

Abstract excerpt

<h4>Objectives</h4> To compare how clinical researchers generate data-driven hypotheses with a visual interactive analytic tool (VIADS, a v isual interactive a nalysis tool for filtering and summarizing large d ata s ets coded with hierarchical terminologies) or other tools. <h4>Methods</h4> We recruited clinical researchers and separated them into “experienced” and “inexperienced” groups. Participants were random...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 28e0c396-17fb-58ed-a644-43a75b596cc0
DOI: 10.1101/2023.05.30.23290719

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Data-driven hypothesis generation among inexperienced clinical researchers: A comparison of secondary data analyses with visualization (VIADS) and other toolsDOI 10.1101/2023.05.30.23290719Read

Scientific hypothesis generation process in clinical research: a secondary data analytic tool versus experience study protocolSemantic proximity Read

How do clinical researchers generate data-driven scientific hypotheses? Cognitive events using think-aloud protocolSemantic proximity Read

The quality of data-driven hypotheses generated by inexperienced clinical researchers: A case studySemantic proximity Read

Stage-wise algorithmic bias, its reporting, and relation to classical systematic review biases in AI-based automated screening in health sciences: A structured literature reviewSemantic proximity Read

[How can we find, design, evaluate and use clinical practice guidelines?].Semantic proximity Read

ChooseMyStat: A Web-Based Interactive Tool for Statistical Test Selection and Analysis Plan Generation in Clinical ResearchSemantic proximity Read

User-centered design approach to visualize PROMs for molecular tumor boardsSemantic proximity Read

Supporting Teams with Designing for Dissemination and Sustainability: the Design, Development, and Usability of a Digital Interactive PlatformSemantic proximity Read

Using visual methods to further enhance qualitative evidence synthesisSemantic proximity Read

Can PowerPoint Save Lives? Assessment of Equity and Reach of Traditional Dissemination Channels in Geriatric Trauma Education—A Mixed-Methods Study using Digital AnalyticsSemantic proximity Read

Development of a Video-based Evidence Synthesis Knowledge Translation Resource: Applying a User-Centred ApproachSemantic proximity Read

Development, validation, and usage of metrics to evaluate the quality of clinical research hypothesesSemantic proximity Read