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      Author self-citation in orthodontics is associated with author origin and gender

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          Abstract

          Background

          The aims of this bibliometric study were to determine author self-citation trends in high-impact orthodontic literature and to investigate possible association between self-citation and publication characteristics.

          Methods

          Six orthodontic journals with the highest impact factor as ranked by 2017 Journal Citation Reports were screened for a full publication year (2018) for original research articles, reviews, and case reports. Eligible articles were scrutinized for article and author characteristics and citation metrics. Univariable and multivariable negative binomial regression was used to examine associations between self-citation incidence and publication characteristics.

          Results

          Medians for author self-citation rate of the most self-citing authors and self-citations were 3.03% (range 0–50) and 1 (range 0–19), respectively. In the univariable analysis, there was no association between self-citation counts and study type ( P = 0.41), article topic ( P = 0.61), number of authors ( P = 0.62), and rank of authors ( P = 0.56). Author origin ( P = 0.001), gender ( P = 0.001) and journal ( P = 0.05) were associated with self-citation counts and in the multivariable analysis only origin and gender remained strong self-citation predictors. Asian authors and females self-cited significantly less often than all other regions and male authors.

          Conclusions

          Authors in orthodontics do not self-cite at a frequency that suggests potential citation manipulation. Author origin and gender were the only variables associated with citations counts. More bibliometric research is necessary to draw solid conclusions about author self-citation trends in orthodontic literature.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s40510-020-00348-y.

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          Most cited references24

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          An index to quantify an individual's scientific research output.

          I propose the index h, defined as the number of papers with citation number > or =h, as a useful index to characterize the scientific output of a researcher.
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            Comparison and benchmark of name-to-gender inference services

            The increased interest in analyzing and explaining gender inequalities in tech, media, and academia highlights the need for accurate inference methods to predict a person’s gender from their name. Several such services exist that provide access to large databases of names, often enriched with information from social media profiles, culture-specific rules, and insights from sociolinguistics. We compare and benchmark five name-to-gender inference services by applying them to the classification of a test data set consisting of 7,076 manually labeled names. The compiled names are analyzed and characterized according to their geographical and cultural origin. We define a series of performance metrics to quantify various types of classification errors, and define a parameter tuning procedure to search for optimal values of the services’ free parameters. Finally, we perform benchmarks of all services under study regarding several scenarios where a particular metric is to be optimized.
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              New factors in the evaluation of scientific literature through citation indexing

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                Author and article information

                Contributors
                christos.livas@dentalclinics.nl
                Journal
                Prog Orthod
                Prog Orthod
                Progress in Orthodontics
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                1723-7785
                2196-1042
                7 January 2021
                7 January 2021
                2021
                : 22
                : 1
                Affiliations
                [1 ]Dental Clinics Zwolle, Zwolle, The Netherlands
                [2 ]GRID grid.4494.d, ISNI 0000 0000 9558 4598, Department of Oral and Maxillofacial Surgery, University of Groningen, , University Medical Center Groningen, ; Groningen, The Netherlands
                [3 ]GRID grid.5734.5, ISNI 0000 0001 0726 5157, Department of Orthodontics and Dentofacial Orthopaedics, School of Dental Medicine, , University of Bern, ; Bern, Switzerland
                Article
                348
                10.1186/s40510-020-00348-y
                7788150
                33409710
                60088fe7-ae36-49bc-990b-166ebcf2521e
                © The Author(s) 2021

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 4 October 2020
                : 21 December 2020
                Categories
                Research
                Custom metadata
                © The Author(s) 2021

                bibliometrics,author self-citation,impact factor,orthodontic journals

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