Co-authorship and bibliographic coupling network effects on citations
This paper analyzes the effects of the co-authorship and bibliographic coupling networks on the citations received by scientific articles. It expands prior research that limited its focus on the position of co-authors and incorporates the effects of the use of knowledge sources within articles: refe...
Gespeichert in:
Veröffentlicht in: | PloS one 2014-06, Vol.9 (6), p.e99502-e99502 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | e99502 |
---|---|
container_issue | 6 |
container_start_page | e99502 |
container_title | PloS one |
container_volume | 9 |
creator | Biscaro, Claudio Giupponi, Carlo |
description | This paper analyzes the effects of the co-authorship and bibliographic coupling networks on the citations received by scientific articles. It expands prior research that limited its focus on the position of co-authors and incorporates the effects of the use of knowledge sources within articles: references. By creating a network on the basis of shared references, we propose a way to understand whether an article bridges among extant strands of literature and infer the size of its research community and its embeddedness. Thus, we map onto the article--our unit of analysis--the metrics of authors' position in the co-authorship network and of the use of knowledge on which the scientific article is grounded. Specifically, we adopt centrality measures--degree, betweenneess, and closeness centrality--in the co-authorship network and degree, betweenness centrality and clustering coefficient in the bibliographic coupling and show their influence on the citations received in first two years after the year of publication. Findings show that authors' degree positively impacts citations. Also closeness centrality has a positive effect manifested only when the giant component is relevant. Author's betweenness centrality has instead a negative effect that persists until the giant component--largest component of the network in which all nodes can be linked by a path--is relevant. Moreover, articles that draw on fragmented strands of literature tend to be cited more, whereas the size of the scientific research community and the embeddedness of the article in a cohesive cluster of literature have no effect. |
doi_str_mv | 10.1371/journal.pone.0099502 |
format | Article |
fullrecord | <record><control><sourceid>gale_plos_</sourceid><recordid>TN_cdi_plos_journals_1534316376</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A418634161</galeid><doaj_id>oai_doaj_org_article_bb9a2ce682e74d8fb156c7862a469002</doaj_id><sourcerecordid>A418634161</sourcerecordid><originalsourceid>FETCH-LOGICAL-c692t-cede320492d0b8f62c6939afb665a23e7b26cfd4605d64b092b36cb030133c8f3</originalsourceid><addsrcrecordid>eNqNkttq3DAQhk1paZJt36C0hkJoL3ark2X7phCWtF0IBHq6FZIs29pqJUeSe3j7arNOWJdcFF1IjL75RzP6s-wFBCuIS_hu60ZvuVkNzqoVAHVdAPQoO4U1RkuKAH58dD7JzkLYAlDgitKn2QkiNYQE0tPscu2WfIy986HXQ85tkwstjHad50OvZS7dOBhtu9yq-Mv5H7lqWyVjyJ3NpY48amfDs-xJy01Qz6d9kX37cPl1_Wl5df1xs764Wkpao7iUqlEYAVKjBoiqpSiFcc1bQWnBEValQFS2DaGgaCgRoEYCUykABhBjWbV4kb066A7GBTZNIDBYYIIhxSVNxOZANI5v2eD1jvs_zHHNbgPOd4z7qKVRTIiaI6lohVRJmqoVsKCyrCjihNYAoKT1fqo2ip1qpLLRczMTnd9Y3bPO_WQktVilsS-yN5OAdzejCpHtdJDKGG6VGw_vLmtKyj36-h_04e4mquOpAW1bl-rKvSi7ILCiOP0pTNTqASqtRu20THZpdYrPEt7OEhIT1e_Y8TEEtvny-f_Z6-9z9vyI7RU3sQ_OjLeemYPkAErvQvCqvR8yBGzv9rtpsL3b2eT2lPby-IPuk-7sjf8C0uz5AQ</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1534316376</pqid></control><display><type>article</type><title>Co-authorship and bibliographic coupling network effects on citations</title><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Public Library of Science (PLoS)</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><creator>Biscaro, Claudio ; Giupponi, Carlo</creator><contributor>Ouzounis, Christos A.</contributor><creatorcontrib>Biscaro, Claudio ; Giupponi, Carlo ; Ouzounis, Christos A.</creatorcontrib><description>This paper analyzes the effects of the co-authorship and bibliographic coupling networks on the citations received by scientific articles. It expands prior research that limited its focus on the position of co-authors and incorporates the effects of the use of knowledge sources within articles: references. By creating a network on the basis of shared references, we propose a way to understand whether an article bridges among extant strands of literature and infer the size of its research community and its embeddedness. Thus, we map onto the article--our unit of analysis--the metrics of authors' position in the co-authorship network and of the use of knowledge on which the scientific article is grounded. Specifically, we adopt centrality measures--degree, betweenneess, and closeness centrality--in the co-authorship network and degree, betweenness centrality and clustering coefficient in the bibliographic coupling and show their influence on the citations received in first two years after the year of publication. Findings show that authors' degree positively impacts citations. Also closeness centrality has a positive effect manifested only when the giant component is relevant. Author's betweenness centrality has instead a negative effect that persists until the giant component--largest component of the network in which all nodes can be linked by a path--is relevant. Moreover, articles that draw on fragmented strands of literature tend to be cited more, whereas the size of the scientific research community and the embeddedness of the article in a cohesive cluster of literature have no effect.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0099502</identifier><identifier>PMID: 24911416</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Authoring ; Authorship ; Bibliographic coupling ; Bibliographies ; Citations ; Clustering ; Co authorship ; Communities ; Computer and Information Sciences ; Computer simulation ; Coupling ; Creativity ; Humans ; Knowledge ; Scientific papers ; Scientific research ; Scientists ; Scientometrics ; Social networks ; Social Sciences ; Social Support ; Strands ; Studies</subject><ispartof>PloS one, 2014-06, Vol.9 (6), p.e99502-e99502</ispartof><rights>COPYRIGHT 2014 Public Library of Science</rights><rights>2014 Biscaro, Giupponi. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 Biscaro, Giupponi 2014 Biscaro, Giupponi</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-cede320492d0b8f62c6939afb665a23e7b26cfd4605d64b092b36cb030133c8f3</citedby><cites>FETCH-LOGICAL-c692t-cede320492d0b8f62c6939afb665a23e7b26cfd4605d64b092b36cb030133c8f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4049820/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4049820/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2100,2926,23865,27923,27924,53790,53792,79371,79372</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24911416$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Ouzounis, Christos A.</contributor><creatorcontrib>Biscaro, Claudio</creatorcontrib><creatorcontrib>Giupponi, Carlo</creatorcontrib><title>Co-authorship and bibliographic coupling network effects on citations</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>This paper analyzes the effects of the co-authorship and bibliographic coupling networks on the citations received by scientific articles. It expands prior research that limited its focus on the position of co-authors and incorporates the effects of the use of knowledge sources within articles: references. By creating a network on the basis of shared references, we propose a way to understand whether an article bridges among extant strands of literature and infer the size of its research community and its embeddedness. Thus, we map onto the article--our unit of analysis--the metrics of authors' position in the co-authorship network and of the use of knowledge on which the scientific article is grounded. Specifically, we adopt centrality measures--degree, betweenneess, and closeness centrality--in the co-authorship network and degree, betweenness centrality and clustering coefficient in the bibliographic coupling and show their influence on the citations received in first two years after the year of publication. Findings show that authors' degree positively impacts citations. Also closeness centrality has a positive effect manifested only when the giant component is relevant. Author's betweenness centrality has instead a negative effect that persists until the giant component--largest component of the network in which all nodes can be linked by a path--is relevant. Moreover, articles that draw on fragmented strands of literature tend to be cited more, whereas the size of the scientific research community and the embeddedness of the article in a cohesive cluster of literature have no effect.</description><subject>Analysis</subject><subject>Authoring</subject><subject>Authorship</subject><subject>Bibliographic coupling</subject><subject>Bibliographies</subject><subject>Citations</subject><subject>Clustering</subject><subject>Co authorship</subject><subject>Communities</subject><subject>Computer and Information Sciences</subject><subject>Computer simulation</subject><subject>Coupling</subject><subject>Creativity</subject><subject>Humans</subject><subject>Knowledge</subject><subject>Scientific papers</subject><subject>Scientific research</subject><subject>Scientists</subject><subject>Scientometrics</subject><subject>Social networks</subject><subject>Social Sciences</subject><subject>Social Support</subject><subject>Strands</subject><subject>Studies</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNkttq3DAQhk1paZJt36C0hkJoL3ark2X7phCWtF0IBHq6FZIs29pqJUeSe3j7arNOWJdcFF1IjL75RzP6s-wFBCuIS_hu60ZvuVkNzqoVAHVdAPQoO4U1RkuKAH58dD7JzkLYAlDgitKn2QkiNYQE0tPscu2WfIy986HXQ85tkwstjHad50OvZS7dOBhtu9yq-Mv5H7lqWyVjyJ3NpY48amfDs-xJy01Qz6d9kX37cPl1_Wl5df1xs764Wkpao7iUqlEYAVKjBoiqpSiFcc1bQWnBEValQFS2DaGgaCgRoEYCUykABhBjWbV4kb066A7GBTZNIDBYYIIhxSVNxOZANI5v2eD1jvs_zHHNbgPOd4z7qKVRTIiaI6lohVRJmqoVsKCyrCjihNYAoKT1fqo2ip1qpLLRczMTnd9Y3bPO_WQktVilsS-yN5OAdzejCpHtdJDKGG6VGw_vLmtKyj36-h_04e4mquOpAW1bl-rKvSi7ILCiOP0pTNTqASqtRu20THZpdYrPEt7OEhIT1e_Y8TEEtvny-f_Z6-9z9vyI7RU3sQ_OjLeemYPkAErvQvCqvR8yBGzv9rtpsL3b2eT2lPby-IPuk-7sjf8C0uz5AQ</recordid><startdate>20140609</startdate><enddate>20140609</enddate><creator>Biscaro, Claudio</creator><creator>Giupponi, Carlo</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20140609</creationdate><title>Co-authorship and bibliographic coupling network effects on citations</title><author>Biscaro, Claudio ; Giupponi, Carlo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-cede320492d0b8f62c6939afb665a23e7b26cfd4605d64b092b36cb030133c8f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Analysis</topic><topic>Authoring</topic><topic>Authorship</topic><topic>Bibliographic coupling</topic><topic>Bibliographies</topic><topic>Citations</topic><topic>Clustering</topic><topic>Co authorship</topic><topic>Communities</topic><topic>Computer and Information Sciences</topic><topic>Computer simulation</topic><topic>Coupling</topic><topic>Creativity</topic><topic>Humans</topic><topic>Knowledge</topic><topic>Scientific papers</topic><topic>Scientific research</topic><topic>Scientists</topic><topic>Scientometrics</topic><topic>Social networks</topic><topic>Social Sciences</topic><topic>Social Support</topic><topic>Strands</topic><topic>Studies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Biscaro, Claudio</creatorcontrib><creatorcontrib>Giupponi, Carlo</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection (ProQuest)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Biscaro, Claudio</au><au>Giupponi, Carlo</au><au>Ouzounis, Christos A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Co-authorship and bibliographic coupling network effects on citations</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-06-09</date><risdate>2014</risdate><volume>9</volume><issue>6</issue><spage>e99502</spage><epage>e99502</epage><pages>e99502-e99502</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>This paper analyzes the effects of the co-authorship and bibliographic coupling networks on the citations received by scientific articles. It expands prior research that limited its focus on the position of co-authors and incorporates the effects of the use of knowledge sources within articles: references. By creating a network on the basis of shared references, we propose a way to understand whether an article bridges among extant strands of literature and infer the size of its research community and its embeddedness. Thus, we map onto the article--our unit of analysis--the metrics of authors' position in the co-authorship network and of the use of knowledge on which the scientific article is grounded. Specifically, we adopt centrality measures--degree, betweenneess, and closeness centrality--in the co-authorship network and degree, betweenness centrality and clustering coefficient in the bibliographic coupling and show their influence on the citations received in first two years after the year of publication. Findings show that authors' degree positively impacts citations. Also closeness centrality has a positive effect manifested only when the giant component is relevant. Author's betweenness centrality has instead a negative effect that persists until the giant component--largest component of the network in which all nodes can be linked by a path--is relevant. Moreover, articles that draw on fragmented strands of literature tend to be cited more, whereas the size of the scientific research community and the embeddedness of the article in a cohesive cluster of literature have no effect.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>24911416</pmid><doi>10.1371/journal.pone.0099502</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2014-06, Vol.9 (6), p.e99502-e99502 |
issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_1534316376 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS); EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Analysis Authoring Authorship Bibliographic coupling Bibliographies Citations Clustering Co authorship Communities Computer and Information Sciences Computer simulation Coupling Creativity Humans Knowledge Scientific papers Scientific research Scientists Scientometrics Social networks Social Sciences Social Support Strands Studies |
title | Co-authorship and bibliographic coupling network effects on citations |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-13T05%3A02%3A14IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Co-authorship%20and%20bibliographic%20coupling%20network%20effects%20on%20citations&rft.jtitle=PloS%20one&rft.au=Biscaro,%20Claudio&rft.date=2014-06-09&rft.volume=9&rft.issue=6&rft.spage=e99502&rft.epage=e99502&rft.pages=e99502-e99502&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0099502&rft_dat=%3Cgale_plos_%3EA418634161%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1534316376&rft_id=info:pmid/24911416&rft_galeid=A418634161&rft_doaj_id=oai_doaj_org_article_bb9a2ce682e74d8fb156c7862a469002&rfr_iscdi=true |