How is science clicked on Twitter? Click metrics for Bitly short links to scientific publications

Authors : Zhichao Fang, Rodrigo Costas, Wencan Tian, Xianwen Wang, Paul Wouters

To provide some context for the potential engagement behavior of Twitter users around science, this article investigates how Bitly short links to scientific publications embedded in scholarly Twitter mentions are clicked on Twitter.

Based on the click metrics of over 1.1 million Bitly short links referring to Web of Science (WoS) publications, our results show that around 49.5% of them were not clicked by Twitter users. For those Bitly short links with clicks from Twitter, the majority of their Twitter clicks accumulated within a short period of time after they were first tweeted.

Bitly short links to the publications in the field of Social Sciences and Humanities tend to attract more clicks from Twitter over other subject fields. This article also assesses the extent to which Twitter clicks are correlated with some other impact indicators.

Twitter clicks are weakly correlated with scholarly impact indicators (WoS citations and Mendeley readers), but moderately correlated to other Twitter engagement indicators (total retweets and total likes).

In light of these results, we highlight the importance of paying more attention to the click metrics of URLs in scholarly Twitter mentions, to improve our understanding about the more effective dissemination and reception of science information on Twitter.

URL : How is science clicked on Twitter? Click metrics for Bitly short links to scientific publications

DOI : https://doi.org/10.1002/asi.24458

Science and its significant other: Representing the humanities in bibliometric scholarship

Authors : Thomas Franssen, Paul Wouters

The cognitive and social structures, and publication practices, of the humanities have been studied bibliometrically for the past 50 years. This article explores the conceptual frameworks, methods, and data sources used in bibliometrics to study the nature of the humanities, and its differences and similarities in comparison with other scientific domains.

We give a historical overview of bibliometric scholarship between 1965 and 2018 that studies the humanities empirically and distinguishes between two periods in which the configuration of the bibliometric system differs remarkably.

The first period, 1965 to the 1980s, is characterized by bibliometric methods embedded in a sociological theoretical framework, the development and use of the Price Index, and small samples of journal publications from which references are used as data sources.

The second period, the 1980s to the present day, is characterized by a new intellectual hinterland—that of science policy and research evaluation—in which bibliometric methods become embedded.

Here metadata of publications becomes the primary data source with which publication profiles of humanistic scholarly communities are analyzed. We unpack the differences between these two periods and critically discuss the analytical avenues that different approaches offer.

URL : Science and its significant other: Representing the humanities in bibliometric scholarship

DOI : https://doi.org/10.1002/asi.24206

Social media metrics for new research evaluation

Authors : Paul Wouters, Zohreh Zahedi, Rodrigo Costas

This chapter approaches, both from a theoretical and practical perspective, the most important principles and conceptual frameworks that can be considered in the application of social media metrics for scientific evaluation.

We propose conceptually valid uses for social media metrics in research evaluation. The chapter discusses frameworks and uses of these metrics as well as principles and recommendations for the consideration and application of current (and potentially new) metrics in research evaluation.

URL  : https://arxiv.org/abs/1806.10541