These examples mark a field-wide recognition of the potential benefits of pooled data analysis, though many of the challenges posed by this approach to science remain stumbling blocks for some applications (see sidebar 1). For researchers able to overcome these challenges, choices about methodological frameworks that will guide their pooled data analysis are still evolving. In the face of such scientific evolution, IDA offers a novel framework for pooled data analysis.
