2021
DOI: 10.2196/34051
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Citation Advantage of Promoted Articles in a Cross-Publisher Distribution Platform: 36-Month Follow-up to a Randomized Controlled Trial

Abstract: Background There are limited evidence-based strategies that have been shown to increase the rate at which peer-reviewed articles are cited. In a previously reported randomized controlled trial, we demonstrated that promotion of article links in an online cross-publisher distribution platform (TrendMD) persistently augments citation rates after 12 months, leading to a statistically significant 50% increase in citations relative to the control. Objective … Show more

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Cited by 6 publications
(3 citation statements)
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References 39 publications
(66 reference statements)
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“…First, we employ a novel method using the PMRA text-mining algorithm to match the treated group with a control group, thereby creating a control group that closely resembles the results from random assignments in experiments. With the exception of Kudlow et al (2020Kudlow et al ( , 2021, randomized controlled trials are rarely adopted in bibliometrics studies due to the difficulties of organizing experiments on scientists and the scarcity of natural experiments. Through this study, we demonstrate the feasibility of estimating causal effects using observational and bibliometric data by utilizing algorithms to match samples.…”
Section: Conclusion and Discussionmentioning
confidence: 99%
“…First, we employ a novel method using the PMRA text-mining algorithm to match the treated group with a control group, thereby creating a control group that closely resembles the results from random assignments in experiments. With the exception of Kudlow et al (2020Kudlow et al ( , 2021, randomized controlled trials are rarely adopted in bibliometrics studies due to the difficulties of organizing experiments on scientists and the scarcity of natural experiments. Through this study, we demonstrate the feasibility of estimating causal effects using observational and bibliometric data by utilizing algorithms to match samples.…”
Section: Conclusion and Discussionmentioning
confidence: 99%
“…In a strict reading, even paid paper ads (like TrendMD; cf. Kudlow et al, 2021) might be "random," and thus variety-enhancing, because bibliometric patterns may not be able to predict which papers will be distributed commercially (though this remains a hypothesis). 4.…”
Section: Orcid Idmentioning
confidence: 99%
“…Query-based academic search engines and many paper recommender systems are thus redundancy-reproducing research discovery tools (e.g. Kudlow et al, 2021; Qin et al, 2022). They are based on probabilistic models that calculate the informational relevance of a suggested publication (Amati and Van Rijsbergen, 2002).…”
Section: Key Concepts To Be Combined: Altmetrics and Serendipitymentioning
confidence: 99%