{"id":"https://openalex.org/W3024062390","doi":"https://doi.org/10.1109/tse.2020.2993758","title":"A Methodology for Analyzing Uptake of Software Technologies Among Developers","display_name":"A Methodology for Analyzing Uptake of Software Technologies Among Developers","publication_year":2020,"publication_date":"2020-05-12","ids":{"openalex":"https://openalex.org/W3024062390","doi":"https://doi.org/10.1109/tse.2020.2993758","mag":"3024062390"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2020.2993758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2020.2993758","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-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/A5051051934","display_name":"Yuxing Ma","orcid":"https://orcid.org/0000-0002-3642-8012"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuxing Ma","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA"],"raw_orcid":"https://orcid.org/0000-0002-3642-8012","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067199285","display_name":"Audris Mockus","orcid":"https://orcid.org/0000-0002-7987-7598"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Audris Mockus","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090733785","display_name":"Russell Zaretzki","orcid":"https://orcid.org/0000-0001-9769-4894"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russel Zaretzki","raw_affiliation_strings":["Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028974168","display_name":"R. Bradley","orcid":"https://orcid.org/0000-0001-6016-921X"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy Bradley","raw_affiliation_strings":["Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026165494","display_name":"Bogdan C. Bichescu","orcid":"https://orcid.org/0000-0003-0236-7618"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bogdan Bichescu","raw_affiliation_strings":["Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Analytics and Statistics, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I75027704"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.5068,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86572981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"48","issue":"2","first_page":"485","last_page":"501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9991000294685364,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9825999736785889,"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/computer-science","display_name":"Computer science","score":0.7517503499984741},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5433716177940369},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5221524238586426},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4309568405151367},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4237847328186035},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3491356372833252},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3438265323638916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18265393376350403},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1453811526298523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7517503499984741},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5433716177940369},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5221524238586426},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4309568405151367},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4237847328186035},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3491356372833252},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3438265323638916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18265393376350403},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1453811526298523}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tse.2020.2993758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2020.2993758","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7138596754","display_name":"BIGDATA: Collaborative Research: IA: OSCAR - Open Source Supply Chains and Avoidance of Risk: An Evidence Based Approach to Improve FLOSS Supply Chains","funder_award_id":"1633437","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W47843180","https://openalex.org/W93788733","https://openalex.org/W778011504","https://openalex.org/W1499166930","https://openalex.org/W1550812296","https://openalex.org/W1554421993","https://openalex.org/W1561086981","https://openalex.org/W1568647190","https://openalex.org/W1576728569","https://openalex.org/W1583467731","https://openalex.org/W1627834242","https://openalex.org/W1868002748","https://openalex.org/W1946893057","https://openalex.org/W1970184673","https://openalex.org/W1977312174","https://openalex.org/W1988281920","https://openalex.org/W1991731850","https://openalex.org/W1994918139","https://openalex.org/W2007005238","https://openalex.org/W2013113775","https://openalex.org/W2018032403","https://openalex.org/W2027602529","https://openalex.org/W2028442112","https://openalex.org/W2050683342","https://openalex.org/W2057366964","https://openalex.org/W2057958729","https://openalex.org/W2070854196","https://openalex.org/W2076279155","https://openalex.org/W2081920984","https://openalex.org/W2093714429","https://openalex.org/W2104925392","https://openalex.org/W2107140526","https://openalex.org/W2110617721","https://openalex.org/W2112560258","https://openalex.org/W2124100711","https://openalex.org/W2130067743","https://openalex.org/W2137344397","https://openalex.org/W2144425834","https://openalex.org/W2148787816","https://openalex.org/W2152379391","https://openalex.org/W2157375194","https://openalex.org/W2164626827","https://openalex.org/W2168248828","https://openalex.org/W2170453962","https://openalex.org/W2285671522","https://openalex.org/W2290829945","https://openalex.org/W2540631406","https://openalex.org/W2808569344","https://openalex.org/W2890187108","https://openalex.org/W2953583529","https://openalex.org/W3123282572","https://openalex.org/W3123902173","https://openalex.org/W3124560715","https://openalex.org/W3132826558","https://openalex.org/W3148442452","https://openalex.org/W4249659278","https://openalex.org/W4309535389","https://openalex.org/W6601938725","https://openalex.org/W6633117799","https://openalex.org/W6695807931","https://openalex.org/W6728881883"],"related_works":["https://openalex.org/W2476117260","https://openalex.org/W2770531922","https://openalex.org/W1845068655","https://openalex.org/W4321354308","https://openalex.org/W3118244000","https://openalex.org/W3121161786","https://openalex.org/W2290299503","https://openalex.org/W3029851195","https://openalex.org/W2046884474","https://openalex.org/W2183585111"],"abstract_inverted_index":{"Motivation:":[0],"The":[1],"question":[2],"of":[3,6,11,83,116,138,159,204,212,237,244,284,292,322,328],"what":[4],"combination":[5,158],"attributes":[7,59,161,190],"drives":[8],"the":[9,30,80,157,179,215,258,266,282,285,290,300,320],"adoption":[10,50,81,164,194],"a":[12,113,130,135,173,228,234,241,333],"particular":[13],"software":[14,48,107,131,150],"technology":[15,49,58,259],"is":[16,261],"critical":[17],"to":[18,78,95,105,128,155,198,231,256,263],"developers.":[19],"It":[20],"determines":[21],"both":[22,314],"those":[23,33],"technologies":[24],"that":[25,60,102,162,191,227,260,306,312],"receive":[26],"wide":[27],"support":[28],"from":[29,325],"community":[31],"and":[32,44,53,92,98,209,220,240,270,298,316,319,343,347],"which":[34],"may":[35],"be":[36],"abandoned,":[37],"thus":[38],"rendering":[39],"developers\u2019":[40,149],"investments":[41],"worthless.":[42],"Aim":[43],"Context:":[45],"We":[46,87,143,225,304],"model":[47],"by":[51],"developers":[52,76,213],"provide":[54],"insights":[55],"on":[56],"specific":[57,136],"are":[61,103,153,248],"associated":[62,249],"with":[63,250],"better":[64,340],"visibility":[65],"among":[66,165],"alternative":[67],"technologies.":[68],"Thus,":[69],"our":[70,307],"findings":[71],"have":[72],"practical":[73],"value":[74],"for":[75,134,172],"seeking":[77],"increase":[79],"rate":[82],"their":[84,221,277],"products.":[85],"Approach:":[86],"leverage":[88,112],"social":[89,222,310],"contagion":[90,311],"theory":[91],"statistical":[93],"modeling":[94],"identify,":[96],"define,":[97],"test":[99],"empirically":[100],"measures":[101,324],"likely":[104],"affect":[106,193],"adoption.":[108,252],"More":[109],"specifically,":[110],"we":[111,186,288],"large":[114,326],"collection":[115],"open":[117,205],"source":[118],"version":[119,329],"control":[120,330],"repositories":[121],"(containing":[122],"over":[123],"4":[124],"billion":[125],"unique":[126],"versions)":[127],"construct":[129],"dependency":[132,268],"chain":[133],"set":[137],"R":[139,180],"language":[140],"source-code":[141],"files.":[142],"formulate":[144],"logistic":[145],"regression":[146],"models,":[147],"where":[148],"library":[151],"choices":[152],"modeled,":[154],"investigate":[156,289],"technological":[160],"drive":[163],"competing":[166],"data":[167,174,331],"frame":[168],"(a":[169],"core":[170],"concept":[171],"science":[175],"languages)":[176],"implementations":[177],"in":[178,265,271],"language:tidyanddata.table.":[181],"To":[182,280],"describe":[183],"each":[184],"technology,":[185],"quantify":[187],"key":[188,323],"project":[189],"might":[192],"(e.g.,":[195],"response":[196,230],"times":[197],"raised":[199,232],"issues,":[200,233],"overall":[201,238],"deployments,":[202,239],"number":[203,236,243],"defects,":[206],"knowledge":[207],"base)":[208],"also":[210],"characteristics":[211],"making":[214],"selection":[216],"(performance":[217],"needs,":[218],"scale,":[219],"network).":[223],"Results:":[224],"find":[226],"quick":[229],"larger":[235,242],"high-score":[245],"StackExchange":[246],"questions":[247],"higher":[251],"Decision":[253],"makers":[254],"tend":[255],"adopt":[257],"closer":[262],"them":[264],"technical":[267],"network":[269],"author":[272],"collaborations":[273],"networks":[274],"while":[275],"meeting":[276],"performance":[278],"needs.":[279],"gauge":[281],"generalizability":[283],"proposed":[286],"methodology,":[287],"spread":[291],"two":[293],"popular":[294],"web":[295],"JavaScript":[296],"frameworksAngularandReact,":[297],"discuss":[299],"results.":[301],"Future":[302],"work:":[303],"hope":[305],"methodology":[308],"encompassing":[309],"captures":[313],"rational":[315],"irrational":[317],"preferences":[318],"elucidation":[321],"collections":[327],"provides":[332],"general":[334],"path":[335],"toward":[336],"increasing":[337],"visibility,":[338],"driving":[339],"informed":[341],"decisions,":[342],"producing":[344],"more":[345],"sustainable":[346],"widely":[348],"adopted":[349],"software.":[350]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
