Related Experiment Video
Updated: Sep 25, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
The Atlas Context Data Repository: A Feasible, Acceptable, and Useful Prototype for Context Data Collection and
Background:
Evidence from health care and other fields indicates that context matters for successful implementation of quality improvement initiatives. Most context assessment frameworks and tools are evidence-informed; that is, based on literature and expert opinion/consensus. Quantitative evidence is lacking on which aspects of context most strongly predict implementation success. Implementers need this evidence to prioritize contextual factors for assessment and action.
Methods:
The Atlas Initiative developed a prototype of surveys and data collection processes for populating the Atlas Context Data Repository, a large database that will enable statistical analyses of the relationship between context and implementation success. The prototype was piloted with eight US health care sites to assess its feasibility, acceptability, and utility for individual implementers and for use at scale. The researchers collected and analyzed quantitative data from the repository surveys, shared context assessment reports with sites, interviewed sites about their experiences, and held internal team debriefs.
Results:
Sites found the Atlas prototype feasible and acceptable to implement and the context assessment reports useful for understanding their strengths and challenges. The Atlas Initiative successfully recruited repository participants and supported survey administration. The sample data, although too small to make predictive inferences, had reasonable distributions and low missingness.
Conclusion:
The results indicate that the Atlas Context Data Repository can be feasibly implemented at scale with minor modifications to the prototype, that the repository database can support future statistical analyses when it has more data, and that participation in the repository is valuable and worthwhile for sites.
More Related Videos
06:32Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
Published on: July 14, 2023
09:20Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
Related Concept Videos
Data Collection by Observations
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
Data Collection I
Archival Research
Data Collection II
Data Collection by Survey
Data Collection III
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...