Source: https://dl.acm.org/doi/10.1007/s11192-016-2161-5

The effect of keyword repetition in abstract and keyword frequency per journal in predicting citation counts

• Authors:
• Babak Sohrabi
  ,
• Hamideh Iraj

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ScientometricsVolume 110Issue 1January 2017 pp 243–251https://doi.org/10.1007/s11192-016-2161-5

Online:01 January 2017Publication History

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Scientometrics

Volume 110, Issue 1

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Abstract

This paper investigates an association between two new variables and citations in papers. These variables include the abstract ratio (the sum of repetition of keywords in abstract divided by abstract length) and the weight ratio (the frequency of paper's keyword per journal). The data consist of 5875 papers from 12 journals in education: three journals from each SCImago quartile. The researchers used semi-continuous regression to model the data and measure the impact of the proposed variables on citations. The results revealed that both abstract ratio and weight ratio are statistically significant predictors of citations in scientific articles in education.

References

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2. Alimoradi, F., Javadi, M., Mohammadpoorasl, A., Moulodi, F., & Hajizadeh, M. (2016). The effect of key characteristics of the title and morphological features of published articles on their citation rates. Annals of Library and Information Studies, 63, 74-77.
3. Bertsimas, D., Brynjolfsson, E., Reichman, S., & Silberholz, J. (2015). OR Forum--Tenure analytics: Models for predicting research impact. Operations Research, 63(6), 1246-1261.