{"id":"https://openalex.org/W1976727279","doi":"https://doi.org/10.1145/1572272.1572280","title":"The influence of size and coverage on test suite effectiveness","display_name":"The influence of size and coverage on test suite effectiveness","publication_year":2009,"publication_date":"2009-07-19","ids":{"openalex":"https://openalex.org/W1976727279","doi":"https://doi.org/10.1145/1572272.1572280","mag":"1976727279"},"language":"en","primary_location":{"id":"doi:10.1145/1572272.1572280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1572272.1572280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth international symposium on Software testing and analysis","raw_type":"proceedings-article"},"type":"article","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/A5026464816","display_name":"Akbar Siami Namin","orcid":"https://orcid.org/0000-0002-1646-7495"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akbar Siami Namin","raw_affiliation_strings":["Texas Tech University, Abilene, TX, USA","Texas Tech University, Abilene, TX, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, Abilene, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Texas Tech University, Abilene, TX, USA#TAB#","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112519260","display_name":"James H. Andrews","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"James H. Andrews","raw_affiliation_strings":["University of Western Ontario, London, ON, Canada","University of Western Ontario , London (ON) , Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"University of Western Ontario , London (ON) , Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9835,"has_fulltext":false,"cited_by_count":134,"citation_normalized_percentile":{"value":0.97575502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9998000264167786,"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/T10260","display_name":"Software Engineering Research","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.7169704437255859},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.6732392907142639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5297010540962219},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4975872337818146},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4128008484840393},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3345937132835388},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29476186633110046},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.20042023062705994},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.066780686378479}],"concepts":[{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.7169704437255859},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6732392907142639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5297010540962219},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4975872337818146},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4128008484840393},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3345937132835388},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29476186633110046},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.20042023062705994},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.066780686378479},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1572272.1572280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1572272.1572280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth international symposium on Software testing and analysis","raw_type":"proceedings-article"}],"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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1567503821","https://openalex.org/W1992987499","https://openalex.org/W2013711971","https://openalex.org/W2028536280","https://openalex.org/W2093349432","https://openalex.org/W2102742419","https://openalex.org/W2111050562","https://openalex.org/W2113096632","https://openalex.org/W2124300773","https://openalex.org/W2125727889","https://openalex.org/W2134691366","https://openalex.org/W2152949369","https://openalex.org/W2568019624","https://openalex.org/W4240802486","https://openalex.org/W6633862604","https://openalex.org/W6676802681","https://openalex.org/W7038136932"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W4200340037","https://openalex.org/W608917066","https://openalex.org/W4283652261","https://openalex.org/W1485837041","https://openalex.org/W3204955359"],"abstract_inverted_index":{"We":[0],"study":[1,19],"the":[2,20,100],"relationship":[3,97,112],"between":[4],"three":[5,101],"properties":[6],"of":[7,22,70,103],"test":[8,38,87],"suites:":[9],"size,":[10,104],"structural":[11],"coverage,":[12],"and":[13,58,63,82,106],"fault-finding":[14],"effectiveness.":[15,89],"In":[16],"particular,":[17],"we":[18],"question":[21],"whether":[23],"achieving":[24],"high":[25],"coverage":[26,47,64,83,105],"leads":[27],"directly":[28],"to":[29,40,86],"greater":[30],"effectiveness,":[31,107],"or":[32],"only":[33],"indirectly":[34],"through":[35],"forcing":[36],"a":[37,66,110],"suite":[39,88],"be":[41],"larger.":[42],"Our":[43,90],"experiments":[44,91],"indicate":[45,93],"that":[46,59,79,94,109],"is":[48,55],"sometimes":[49],"correlated":[50],"with":[51],"effectiveness":[52,71],"when":[53],"size":[54,62,73,81],"controlled":[56],"for,":[57],"using":[60],"both":[61,80],"yields":[65],"more":[67],"accurate":[68],"prediction":[69],"than":[72],"alone.":[74],"This":[75],"in":[76],"turn":[77],"suggests":[78],"are":[84],"important":[85],"also":[92],"no":[95],"linear":[96],"exists":[98],"among":[99],"variables":[102],"but":[108],"nonlinear":[111],"does":[113],"exist.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}