What determines researchers’ scientific impact? A case study of Quebec researchers is a research paper published in Science and Public Policy (2015). On theSindex it has a DataRank of 0.999. It has been cited 18 times, with 16 citing works in its 1-hop citation network.
Using a data set integrating information about researchers’ funding and publications in Quebec (Canada), this paper identifies the main determinants of citation counts as one measure of research impact. Using two-stage least square regressions to control for endogeneity, the results confirm the significant and positive relationship between the number of articles and citation counts. Our results also show that scientists with more articles in higher impact factor journals generally receive more citations and so do scientists who publish with a larger team of authors. Hence the greater visibility provided by a more prolific scientific production, better journals, and more co-authors, all contribute to increasing the perceived impact of articles. All else being equal, male and female receive the same number of citations. These results suggest that the most important determinants of researchers’ citations are the journals in which they publish, as well the collaborative nature of their research.
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Base Score Contribution
0.442
From this paper's citation signal
Citation Network Contribution
0.557
From 15 citing papers with measurable signal
Ranked by citation count — the same ordering the engine uses when summing log1p(Cq) over citers.
DataRank blends this paper's own citation count with the influence of the papers that cite it. Here, roughly 44% comes from its base citations and 56% from the citation network (15 citing papers contributed measurable signal).
Citers are pulled from OpenAlex sorted by cited_by_count:descand capped per paper, so when the cap binds we keep the highest-signal references and the score is reproducible across reruns.
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