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To better understand the effect of data source choice on IRC measurement, we design and implement a data quality assessment framework specifically for bibliographic data by reviewing and selecting available dimensions and designing appropriate computable metrics, and then validate the framework by applying it to four popular sources of bibliographic data: Microsoft Academic Graph, Web of Science (WoS), Dimensions, and the ACM Digital Library. Successful validation of the framework suggests it is consistent with the popular conceptual framework of information quality proposed by Wang and Strong (1996) and adequately identifies the differences in quality in the sources examined. Application of the framework reveals that WoS has the highest overall quality among the sets considered; and that the differences in quality can be explained primarily by how the data sources are organized. Our study comprises a methodological contribution that enables researchers to apply this IRC measurement tool in their studies and makes an empirical contribution by further characterizing four popular sources of bibliographic data and their impact on IRC measurement.<\/jats:p>","DOI":"10.1162\/qss_a_00211","type":"journal-article","created":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T13:23:16Z","timestamp":1662988996000},"page":"529-559","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":14,"title":["Assessing the quality of bibliographic data sources for measuring international research collaboration"],"prefix":"10.1162","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4185-0733","authenticated-orcid":true,"given":"Ba Xuan","family":"Nguyen","sequence":"first","affiliation":[{"name":"School of Information Management, Victoria University of Wellington, Wellington, New Zealand"},{"name":"Posts and Telecommunications Institute of Technology, Ho Chi Minh City, Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4610-7244","authenticated-orcid":true,"given":"Markus","family":"Luczak-Roesch","sequence":"additional","affiliation":[{"name":"School of Information Management, Victoria University of Wellington, Wellington, New Zealand"},{"name":"Te P\u016bnaha Matatini, Aotearoa New Zealand\u2019s Centre of Research Excellence for Complex Systems, Auckland, New Zealand"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5214-5891","authenticated-orcid":true,"given":"Jesse David","family":"Dinneen","sequence":"additional","affiliation":[{"name":"School of Library and Information Science, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2733-0689","authenticated-orcid":true,"given":"Vincent","family":"Larivi\u00e8re","sequence":"additional","affiliation":[{"name":"\u00c9cole de biblioth\u00e9conomie et des sciences de l\u2019information, Universit\u00e9 de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"281","published-online":{"date-parts":[[2022,11,1]]},"reference":[{"issue":"2","key":"2025073014033809400_bib1","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1007\/s11192-019-03155-3","article-title":"Gender gaps in International Research Collaboration: A bibliometric approach","volume":"120","author":"Aksnes","year":"2019","journal-title":"Scientometrics"},{"key":"2025073014033809400_bib2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470479216.corpsy0160","article-title":"Central limit theorem","volume-title":"The Corsini encyclopedia of psychology","author":"Anderson","year":"2010"},{"issue":"2","key":"2025073014033809400_bib100","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s11192-007-1657-4","article-title":"Bibliometric indicators of Indian research collaboration patterns: A correspondence analysis","volume":"71","author":"Anuradha","year":"2007","journal-title":"Scientometrics"},{"issue":"3","key":"2025073014033809400_bib3","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1007\/s11192-009-0145-4","article-title":"Web of Science with the Conference Proceedings Citation Indexes: The case of computer science","volume":"83","author":"Bar-Ilan","year":"2010","journal-title":"Scientometrics"},{"issue":"3","key":"2025073014033809400_bib4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1541880.1541883","article-title":"Methodologies for data quality assessment and improvement","volume":"41","author":"Batini","year":"2009","journal-title":"ACM Computing Surveys"},{"issue":"3","key":"2025073014033809400_bib5","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1023\/A:1014254214337","article-title":"Reflections on scientific collaboration (and its study): Past, present, and future","volume":"52","author":"Beaver","year":"2001","journal-title":"Scientometrics"},{"issue":"1","key":"2025073014033809400_bib6","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1007\/BF02016840","article-title":"Studies in scientific collaboration","volume":"1","author":"Beaver","year":"1978","journal-title":"Scientometrics"},{"key":"2025073014033809400_bib7","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3199414","article-title":"Quality-driven information filtering using the WIQA policy framework","author":"Bizer","year":"2009","journal-title":"SSRN Electronic Journal"},{"issue":"5","key":"2025073014033809400_bib8","doi-asserted-by":"publisher","first-page":"e0197133","DOI":"10.1371\/journal.pone.0197133","article-title":"Do altmetrics correlate with the quality of papers? 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