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Dataset Information

Systems approach to assessing and improving local human research Institutional Review Board performance.


ABSTRACT:

Objective

To quantifying the interdependency within the regulatory environment governing human subject research, including Institutional Review Boards (IRBs), federally mandated Medicare coverage analysis and contract negotiations.

Methods

Over 8000 IRB, coverage analysis and contract applications initiated between 2013 and 2016 were analyzed using traditional and machine learning analytics for a quality improvement effort to improve the time required to authorize the start of human research studies.

Results

Staffing ratios, study characteristics such as the number of arms, source of funding and number and type of ancillary reviews significantly influenced the timelines. Using key variables, a predictive algorithm identified outliers for a workflow distinct from the s

SUBMITTER: Fontanesi J 

PROVIDER: S-EPMC6799096 | biostudies-literature | 2018 Apr

REPOSITORIES: biostudies-literature