ABCal: a Python package for author bias computation and scientometric plotting for reviews and meta-analyses DOI Creative Commons
Louis‐Stéphane Le Clercq

Scientometrics, Journal Year: 2023, Volume and Issue: 129(1), P. 581 - 600

Published: Nov. 26, 2023

Abstract Systematic reviews are critical summaries of the exiting literature on a given subject and, when combined with meta-analysis, provides quantitative synthesis evidence to direct and inform future research. Such must, however, account for complex sources between study heterogeneity possible bias, such as publication bias. This paper presents methods results research using newly developed software tool called ABCal (version 1.0.2) compute assess author bias in literature, providing measure effect overrepresented authors introducing overall interpretation literature. includes new metric referred which is potential biases per frequency or proportions contributions from specific considered. The able significant portion observed studies included meta-analyses. A meta-regression measures values revealed that higher levels were associated while lower was evident measures. Furthermore, software's capabilities analyse authorship produce scientometric plots reveal distinct patterns both temporal geographic distributions publications, may relate any Thus, can aid researchers gaining deeper understanding landscape assist identifying key contributors holistic trends.

Language: Английский

ABCal: a Python package for Author Bias Computation and Scientometric Plotting for Reviews and Meta-Analyses DOI Creative Commons
Louis‐Stéphane Le Clercq

bioRxiv (Cold Spring Harbor Laboratory), Journal Year: 2023, Volume and Issue: unknown

Published: Nov. 9, 2023

Systematic reviews are critical summaries of the exiting literature on a given subject and, when combined with meta-analysis, provides quantitative synthesis evidence to direct and inform future research. Such must, however, account for complex sources between study heterogeneity possible bias, such as publication bias. This paper presents methods results research using newly developed software tool called ABCal (version 1.0.2) compute assess author bias in literature, providing measure effect overrepresented authors introducing overall interpretation literature. includes new metric referred which is potential biases per frequency or proportions contributions from specific considered. The able significant portion observed studies included meta-analyses. A meta-regression measures values revealed that higher levels were associated while lower was evident measures. Furthermore, software’s capabilities analyse authorship produce scientometric plots reveal distinct patterns both temporal geographic distributions publications, may relate any Thus, can aid researchers gaining deeper understanding landscape assist identifying key contributors holistic trends.

Language: Английский

Citations

0
ABCal: a Python package for author bias computation and scientometric plotting for reviews and meta-analyses DOI Creative Commons
Louis‐Stéphane Le Clercq

Scientometrics, Journal Year: 2023, Volume and Issue: 129(1), P. 581 - 600

Published: Nov. 26, 2023

Abstract Systematic reviews are critical summaries of the exiting literature on a given subject and, when combined with meta-analysis, provides quantitative synthesis evidence to direct and inform future research. Such must, however, account for complex sources between study heterogeneity possible bias, such as publication bias. This paper presents methods results research using newly developed software tool called ABCal (version 1.0.2) compute assess author bias in literature, providing measure effect overrepresented authors introducing overall interpretation literature. includes new metric referred which is potential biases per frequency or proportions contributions from specific considered. The able significant portion observed studies included meta-analyses. A meta-regression measures values revealed that higher levels were associated while lower was evident measures. Furthermore, software's capabilities analyse authorship produce scientometric plots reveal distinct patterns both temporal geographic distributions publications, may relate any Thus, can aid researchers gaining deeper understanding landscape assist identifying key contributors holistic trends.

Language: Английский

Citations

0