{"id":"https://openalex.org/W2062183858","doi":"https://doi.org/10.1145/1868328.1868344","title":"Empirical analyses of the factors affecting confirmation bias and the effects of confirmation bias on software developer/tester performance","display_name":"Empirical analyses of the factors affecting confirmation bias and the effects of confirmation bias on software developer/tester performance","publication_year":2010,"publication_date":"2010-09-12","ids":{"openalex":"https://openalex.org/W2062183858","doi":"https://doi.org/10.1145/1868328.1868344","mag":"2062183858"},"language":"en","primary_location":{"id":"doi:10.1145/1868328.1868344","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1868328.1868344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Predictive Models in Software Engineering","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/A5074378564","display_name":"G\u00fcl \u00c7al\u0131kl\u0131","orcid":"https://orcid.org/0000-0003-4578-1747"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gul Calikli","raw_affiliation_strings":["Bogazici University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bogazici University, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080569424","display_name":"Ay\u015fe Bener","orcid":"https://orcid.org/0000-0003-4934-8326"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ayse Bener","raw_affiliation_strings":["Ryerson University, Canada","Ryerson University, CANADA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Ryerson University, CANADA","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6238155961036682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646257996559143},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5570686459541321},{"id":"https://openalex.org/keywords/software-testing","display_name":"Software testing","score":0.5247240662574768},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.479220449924469},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.4368632137775421},{"id":"https://openalex.org/keywords/confirmation-bias","display_name":"Confirmation bias","score":0.413821816444397},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4129067063331604},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3815838694572449},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35701698064804077},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.3044860363006592},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.2968950867652893},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22756102681159973},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1873510777950287},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15027779340744019},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13980209827423096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09190526604652405}],"concepts":[{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6238155961036682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646257996559143},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5570686459541321},{"id":"https://openalex.org/C2984328558","wikidata":"https://www.wikidata.org/wiki/Q188522","display_name":"Software testing","level":3,"score":0.5247240662574768},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.479220449924469},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.4368632137775421},{"id":"https://openalex.org/C79585631","wikidata":"https://www.wikidata.org/wiki/Q431498","display_name":"Confirmation bias","level":2,"score":0.413821816444397},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4129067063331604},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3815838694572449},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35701698064804077},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3044860363006592},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.2968950867652893},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22756102681159973},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1873510777950287},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15027779340744019},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13980209827423096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09190526604652405}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1868328.1868344","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1868328.1868344","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Predictive Models in Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:oro.open.ac.uk:45352","is_oa":false,"landing_page_url":"https://oro.open.ac.uk/45352/7/Promise2010.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401187","display_name":"Open Research Online (The Open University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204136569","host_organization_name":"The Open University","host_organization_lineage":["https://openalex.org/I204136569"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.335.7532","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.335.7532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://delivery.acm.org/10.1145/1870000/1868344/a10-calikli.pdf?CFID%3D181708348%26CFTOKEN%3D49174373%26__acm__%3D1361413191_030628fb05cf36c0ae3dfe9c3a5742fe%26acc%3DACTIVE+SERVICE%26ip%3D130.203.136.92","raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:258240","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/258240/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G295471079","display_name":null,"funder_award_id":"EEEAG108E014","funder_id":"https://openalex.org/F4320322626","funder_display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu"}],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W1488025282","https://openalex.org/W1976624377","https://openalex.org/W1986776260","https://openalex.org/W1997480541","https://openalex.org/W2005039125","https://openalex.org/W2045163169","https://openalex.org/W2046307716","https://openalex.org/W2058509597","https://openalex.org/W2095698546","https://openalex.org/W2103145020","https://openalex.org/W2146178167","https://openalex.org/W2161527432","https://openalex.org/W2328418989","https://openalex.org/W6647344561","https://openalex.org/W6649945460","https://openalex.org/W7074135342"],"related_works":["https://openalex.org/W2806903162","https://openalex.org/W3088324669","https://openalex.org/W3133844515","https://openalex.org/W2187840912","https://openalex.org/W2749345883","https://openalex.org/W2362944210","https://openalex.org/W4244202761","https://openalex.org/W2541762924","https://openalex.org/W2534118320","https://openalex.org/W2103961571"],"abstract_inverted_index":{"Background:":[0],"During":[1],"all":[2],"levels":[3],"of":[4,45,65,81],"software":[5,16,69,83,95],"testing,":[6],"the":[7,13,33,43,56,62,75,82],"goal":[8],"should":[9],"be":[10],"to":[11,23,32,47,74,91],"fail":[12],"code.":[14],"However,":[15],"developers":[17],"and":[18,71],"testers":[19],"are":[20,59],"more":[21],"likely":[22],"choose":[24],"positive":[25,78],"tests":[26],"rather":[27,51],"than":[28,52],"negative":[29],"ones":[30],"due":[31],"phenomenon":[34],"called":[35],"confirmation":[36,66],"bias.":[37],"Confirmation":[38],"bias":[39,67],"is":[40],"defined":[41],"as":[42],"tendency":[44,76],"people":[46],"verify":[48],"their":[49],"hypotheses":[50],"refuting":[53],"them.":[54],"In":[55],"literature,":[57],"there":[58],"theories":[60],"about":[61],"possible":[63],"effects":[64],"on":[68],"development":[70],"testing.":[72],"Due":[73],"towards":[77],"tests,":[79],"most":[80],"defects":[84],"remain":[85],"undetected,":[86],"which":[87],"in":[88,94],"turn":[89],"leads":[90],"an":[92],"increase":[93],"defect":[96],"density.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
