id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-025304-qfpfllay	Tiddi, Ilaria	Fostering Scientific Meta-analyses with Knowledge Graphs: A Case-Study	2020-05-07		.txt	text/plain	5461	228	38	3,000 studies collecting 60 years of research publications with experimental settings, measured/manipulated variables of observation, and quantitative results, with the goal of establishing an open access database that researchers worldwide could consult to identify studies to include in their systematic literature reviews, as well as to directly conduct their own statistical (meta-)analyses. Conducting a meta-analysis then consists in: (1) Coding, i.e. annotating the studies with the relevant characteristics, including independent and dependent variables and effect sizes; (2) Analysis, i.e. estimating the overall effects using fixed and random effects models, determining heterogeneity in the studies, assessing publication bias, conducting moderator analyses through meta regression, performing statistical power analysis; (3) Interpretation, i.e. the presentation of the obtained results along with conclusions and graphical support, often including graphs such as forests, funnel, violin/scatter-box plots.	./cache/cord-025304-qfpfllay.txt	./txt/cord-025304-qfpfllay.txt