The major methodological limitations of this evaluation included the lack of Theory of Change (TOC) for the evaluated object and the unavailability of some key informants and relevant data.
For the case of structure reports where there is access to semantically tagged data, certain elements of the discussion in an article can be keyed to the relevant data values, allowing additional functionality (such as visualization, hyperlinking or structure searches) to be embedded in the article.
There is also the potential to integrate additional information, such as clinical data, technical parameters, measurements, annotations, and key (relevant) images and multimedia data [10], giving the potential to reduce ambiguity and increase confidence in the findings [12, 13].
Because the quantitative data from developing countries is of variable and low quality, we relied on the key informants to identify relevant data sources in each country and to reflect on the meaning of the data collected.
Such deductive coding delineated relevant data for key evaluation questions (e.g., was the curriculum implemented with fidelity?).
Thus, we suggest conceptualizing a practice-based evidence network not as a traditional registry but as an endeavor that is explicitly focused on outcomes evaluation, guided by a research framework to identify key questions and ensure that relevant data are captured.
The inclusion/exclusion criteria were applied to the review of full articles and key relevant articles were selected for data extraction.
The organization settled on a global key performance indicator dashboard to help users visualize relevant data and model decisions, based on key dimensions like geography, unit, brand, profitability, costs or channel.
All relevant data supporting the key findings of this study are available within the article and its Supplementary Information files or from the corresponding author upon reasonable request.
All other relevant data supporting the key findings of this study are available within the article and its Supplementary Information files or from the corresponding authors upon reasonable request.
