{"id":"https://openalex.org/W2108769867","doi":"https://doi.org/10.1145/2597073.2597076","title":"The impact of code review coverage and code review participation on software quality: a case study of the qt, VTK, and ITK projects","display_name":"The impact of code review coverage and code review participation on software quality: a case study of the qt, VTK, and ITK projects","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W2108769867","doi":"https://doi.org/10.1145/2597073.2597076","mag":"2108769867"},"language":"en","primary_location":{"id":"doi:10.1145/2597073.2597076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597073.2597076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Working Conference on Mining Software Repositories","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043053174","display_name":"Shane McIntosh","orcid":"https://orcid.org/0000-0002-0193-3975"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shane McIntosh","raw_affiliation_strings":["Queen's University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045097606","display_name":"Yasutaka Kamei","orcid":"https://orcid.org/0000-0002-7058-1045"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasutaka Kamei","raw_affiliation_strings":["Kyushu University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu University, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058164381","display_name":"Bram Adams","orcid":"https://orcid.org/0000-0001-7213-4006"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bram Adams","raw_affiliation_strings":["Polytechnique Montr\u00e9al, Canada","Polytechnique Montreal (Canada)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnique Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Polytechnique Montreal (Canada)","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091586373","display_name":"Ahmed E. Hassan","orcid":"https://orcid.org/0000-0001-7749-5513"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed E. Hassan","raw_affiliation_strings":["Queen's University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University, Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":352,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.8509366512298584},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6921558976173401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6161038279533386},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5511918067932129},{"id":"https://openalex.org/keywords/team-software-process","display_name":"Team software process","score":0.4973287880420685},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4552364647388458},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.45408159494400024},{"id":"https://openalex.org/keywords/software-inspection","display_name":"Software inspection","score":0.4370797872543335},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42667219042778015},{"id":"https://openalex.org/keywords/software-peer-review","display_name":"Software peer review","score":0.41831350326538086},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41747209429740906},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.41714510321617126},{"id":"https://openalex.org/keywords/software-quality-assurance","display_name":"Software quality assurance","score":0.41203033924102783},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4084802269935608},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14624637365341187}],"concepts":[{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.8509366512298584},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6921558976173401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6161038279533386},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5511918067932129},{"id":"https://openalex.org/C51845450","wikidata":"https://www.wikidata.org/wiki/Q1421651","display_name":"Team software process","level":5,"score":0.4973287880420685},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4552364647388458},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.45408159494400024},{"id":"https://openalex.org/C10272871","wikidata":"https://www.wikidata.org/wiki/Q929972","display_name":"Software inspection","level":5,"score":0.4370797872543335},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42667219042778015},{"id":"https://openalex.org/C74579156","wikidata":"https://www.wikidata.org/wiki/Q7554342","display_name":"Software peer review","level":5,"score":0.41831350326538086},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41747209429740906},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.41714510321617126},{"id":"https://openalex.org/C2776969324","wikidata":"https://www.wikidata.org/wiki/Q613918","display_name":"Software quality assurance","level":5,"score":0.41203033924102783},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4084802269935608},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14624637365341187},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2597073.2597076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2597073.2597076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Working Conference on Mining Software Repositories","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.3468","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.3468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sail.cs.queensu.ca/publications/pubs/msr2014-mcintosh.pdf/at_download/file/","raw_type":"text"},{"id":"pmh:oai:publications.polymtl.ca:11897","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/11897/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W260994251","https://openalex.org/W642783518","https://openalex.org/W1964962870","https://openalex.org/W2006192515","https://openalex.org/W2007210734","https://openalex.org/W2007705030","https://openalex.org/W2010295655","https://openalex.org/W2033418259","https://openalex.org/W2051978688","https://openalex.org/W2073649165","https://openalex.org/W2075682847","https://openalex.org/W2091990486","https://openalex.org/W2093125667","https://openalex.org/W2098673848","https://openalex.org/W2100945416","https://openalex.org/W2104329051","https://openalex.org/W2104364184","https://openalex.org/W2105672266","https://openalex.org/W2107294940","https://openalex.org/W2114690419","https://openalex.org/W2125204770","https://openalex.org/W2133561941","https://openalex.org/W2134827012","https://openalex.org/W2140466350","https://openalex.org/W2142635246","https://openalex.org/W2145574830","https://openalex.org/W2145890718","https://openalex.org/W2147105902","https://openalex.org/W2147386665","https://openalex.org/W2148854374","https://openalex.org/W2150874999","https://openalex.org/W2158744032","https://openalex.org/W2161407365","https://openalex.org/W2164403426","https://openalex.org/W2167117640","https://openalex.org/W2169516328","https://openalex.org/W2177797324","https://openalex.org/W2185032576","https://openalex.org/W2214818406","https://openalex.org/W2533800809","https://openalex.org/W2582743722","https://openalex.org/W2787894218","https://openalex.org/W3149745985","https://openalex.org/W6652271576","https://openalex.org/W6681236446","https://openalex.org/W6728705269","https://openalex.org/W7005494288"],"related_works":["https://openalex.org/W2407853058","https://openalex.org/W1556153536","https://openalex.org/W2116247135","https://openalex.org/W4288055567","https://openalex.org/W4296422560","https://openalex.org/W4293879964","https://openalex.org/W3208603894","https://openalex.org/W2901363067","https://openalex.org/W2241611286","https://openalex.org/W2737782917"],"abstract_inverted_index":{"Software":[0],"code":[1,37,58,83,94,109,128,139,143,154,172,185,214],"review,":[2],"i.e.,":[3,131,146],"the":[4,35,40,45,56,80,92,102,107,121,132,147,153,162,209],"practice":[5,21],"of":[6,39,47,76,106,134,149,161],"having":[7],"third-party":[8],"team":[9],"members":[10],"critique":[11],"changes":[12,135],"to":[13,43,71,192,197],"a":[14,18,73,158,178,216],"software":[15,28,48,113,124,182,220],"system,":[16],"is":[17],"well-established":[19],"best":[20],"in":[22,116,152,222],"both":[23,171],"open":[24],"source":[25],"and":[26,52,68,112,141,165,175,188,199],"proprietary":[27],"domains.":[29],"Prior":[30],"work":[31,90],"has":[32,215],"shown":[33],"that":[34,136,170,211],"formal":[36,57],"inspections":[38],"past":[41],"tend":[42],"improve":[44],"quality":[46,125,221],"delivered":[49],"by":[50],"students":[51],"small":[53],"teams.":[54],"However,":[55],"inspection":[59],"process":[60,85,96,111],"mandates":[61],"strict":[62],"review":[63,77,95,110,129,144,155,173,186],"criteria":[64],"(e.g.,":[65],"in-person":[66],"meetings":[67],"reviewer":[69,150],"checklists)":[70],"ensure":[72],"base":[74],"level":[75],"quality,":[78],"while":[79],"modern,":[81],"lightweight":[82],"reviewing":[84,227],"does":[86],"not.":[87],"Although":[88],"recent":[89],"explores":[91,101],"modern":[93,108,226],"qualitatively,":[97],"little":[98],"research":[99],"quantitatively":[100],"relationship":[103,122],"between":[104,123],"properties":[105],"quality.":[114,183],"Hence,":[115],"this":[117],"paper,":[118],"we":[119,168],"study":[120,160],"and:":[126],"(1)":[127],"coverage,":[130],"proportion":[133],"have":[137],"been":[138],"reviewed,":[140],"(2)":[142],"participation,":[145],"degree":[148],"involvement":[151],"process.":[156],"Through":[157],"case":[159],"Qt,":[163],"VTK,":[164],"ITK":[166],"projects,":[167],"find":[169],"coverage":[174,187],"participation":[176,189],"share":[177],"significant":[179],"link":[180],"with":[181,195],"Low":[184],"are":[190],"estimated":[191],"produce":[193],"components":[194],"up":[196],"two":[198],"five":[200],"additional":[201],"post-release":[202],"defects":[203],"respectively.":[204],"Our":[205],"results":[206],"empirically":[207],"confirm":[208],"intuition":[210],"poorly":[212],"reviewed":[213],"negative":[217],"impact":[218],"on":[219],"large":[223],"systems":[224],"using":[225],"tools.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":31},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":39},{"year":2018,"cited_by_count":36},{"year":2017,"cited_by_count":44},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":37},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
