{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T21:50:37Z","timestamp":1767649837794,"version":"build-2065373602"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T00:00:00Z","timestamp":1725408000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T00:00:00Z","timestamp":1725408000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Innovations Syst Softw Eng"],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1007\/s11334-024-00576-z","type":"journal-article","created":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T00:02:25Z","timestamp":1725408145000},"page":"1143-1155","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["More equal than others? Parity in developer interaction and its relation to bug resolution time"],"prefix":"10.1007","volume":"21","author":[{"given":"Reshma","family":"Roychoudhuri","sequence":"first","affiliation":[]},{"given":"Subhajit","family":"Datta","sequence":"additional","affiliation":[]},{"given":"Subhashis","family":"Majumder","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,9,4]]},"reference":[{"key":"576_CR1","unstructured":"DeMarco T, Lister T (2013) Peopleware: productive projects and teams. Addison-Wesley"},{"key":"576_CR2","doi-asserted-by":"crossref","unstructured":"Wang S, Zhang W, Yang Y, Wang Q (2013) DevNet: exploring developer collaboration in heterogeneous networks of bug repositories. In: 2013 ACM\/IEEE international symposium on empirical software engineering and measurement, pp 193\u2013202","DOI":"10.1109\/ESEM.2013.24"},{"issue":"3","key":"576_CR3","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/6294.846201","volume":"2","author":"L Erlikh","year":"2000","unstructured":"Erlikh L (2000) Leveraging legacy system dollars for e-business. IT Prof 2(3):17\u201323","journal-title":"IT Prof"},{"issue":"5","key":"576_CR4","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1093\/comjnl\/bxv114","volume":"59","author":"T Zhang","year":"2016","unstructured":"Zhang T, Jiang H, Luo X, Chan AT (2016) A literature review of research in bug resolution: tasks, challenges and future directions. Comput J 59(5):741\u2013773","journal-title":"Comput J"},{"issue":"5","key":"576_CR5","doi-asserted-by":"publisher","first-page":"3150","DOI":"10.3390\/app13053150","volume":"13","author":"E Eiroa-Lledo","year":"2023","unstructured":"Eiroa-Lledo E, Ali RH, Pinto G, Anderson J, Linstead E (2023) Large-scale identification and analysis of factors impacting simple bug resolution times in open source software repositories. Appl Sci 13(5):3150. https:\/\/doi.org\/10.3390\/app13053150. (Accessed 2023-05-26)","journal-title":"Appl Sci"},{"key":"576_CR6","doi-asserted-by":"publisher","unstructured":"Zhang F, Khomh F, Zou Y, Hassan AE (2012) An empirical study on factors impacting bug fixing time. In: 2012 19th working conference on reverse engineering, pp 225\u2013234. IEEE, Kingston. https:\/\/doi.org\/10.1109\/WCRE.2012.32. http:\/\/ieeexplore.ieee.org\/document\/6385118\/. Accessed 26 May 2023","DOI":"10.1109\/WCRE.2012.32"},{"issue":"10","key":"576_CR7","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1145\/3126905","volume":"60","author":"B Ray","year":"2017","unstructured":"Ray B, Posnett D, Devanbu P, Filkov V (2017) A large-scale study of programming languages and code quality in GitHub. Commun ACM 60(10):91\u2013100. https:\/\/doi.org\/10.1145\/3126905","journal-title":"Commun ACM"},{"key":"576_CR8","doi-asserted-by":"publisher","unstructured":"Anvik J, Hiew L, Murphy GC (2006) Who should fix this bug?. In: Proceedings of the 28th international conference on software engineering, ACM, Shanghai, pp 361\u2013370. https:\/\/doi.org\/10.1145\/1134285.1134336 . Accessed 10 July 2023","DOI":"10.1145\/1134285.1134336"},{"key":"576_CR9","unstructured":"Encyclopedia Britannica\u2014Parity (2024). https:\/\/www.britannica.com\/dictionary\/parity. Last accessed 27 April"},{"key":"576_CR10","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2317","author":"S Datta","year":"2021","unstructured":"Datta S, Roychoudhuri R, Majumder S (2021) Understanding the relation between repeat developer interactions and bug resolution times in large open source ecosystems: a multisystem study. J Softw Evolut Process. https:\/\/doi.org\/10.1002\/smr.2317","journal-title":"J Softw Evolut Process"},{"key":"576_CR11","doi-asserted-by":"crossref","unstructured":"Brasil-Silva R, Siqueira FL (2022) Metrics to quantify software developer experience: a systematic mapping. In: Proceedings of the 37th ACM\/SIGAPP symposium on applied computing, pp 1562\u20131569","DOI":"10.1145\/3477314.3507304"},{"key":"576_CR12","doi-asserted-by":"publisher","unstructured":"Shihab E, Kamei Y, Bhattacharya P (2012) Mining challenge 2012: the android platform. In: 2012 9th IEEE working conference on mining software repositories (MSR), pp 112\u2013115. https:\/\/doi.org\/10.1109\/MSR.2012.6224307. ISSN: 2160-1860","DOI":"10.1109\/MSR.2012.6224307"},{"key":"576_CR13","doi-asserted-by":"publisher","unstructured":"Gonzalez-Barahona JM, Robles G, Izquierdo-Cortazar D (2015) The MetricsGrimoire database collection. In: 2015 IEEE\/ACM 12th working conference on mining software repositories, IEEE, Florence, pp 478\u2013481. https:\/\/doi.org\/10.1109\/MSR.2015.68 . http:\/\/ieeexplore.ieee.org\/document\/7180122\/. Accessed 26 May 2023","DOI":"10.1109\/MSR.2015.68"},{"key":"576_CR14","doi-asserted-by":"crossref","unstructured":"Vasa R, Lumpe M, Branch P, Nierstrasz O (2009) Comparative analysis of evolving software systems using the gini coefficient. In: 2009 IEEE international conference on software maintenance, IEEE, pp 179\u2013188","DOI":"10.1109\/ICSM.2009.5306322"},{"issue":"4","key":"576_CR15","doi-asserted-by":"publisher","first-page":"0152976","DOI":"10.1371\/journal.pone.0152976","volume":"11","author":"T Che\u0142kowski","year":"2016","unstructured":"Che\u0142kowski T, Gloor P, Jemielniak D (2016) Inequalities in open source software development: analysis of contributor\u2019s commits in apache software foundation projects. PLoS One 11(4):0152976","journal-title":"PLoS One"},{"key":"576_CR16","doi-asserted-by":"crossref","unstructured":"Masuda A, Matsuodani T, Tsuda K (2019) Team activities measurement method for open source software development using the Gini coefficient. In: 2019 IEEE international conference on software testing, verification and validation workshops (ICSTW), IEEE, pp 140\u2013147","DOI":"10.1109\/ICSTW.2019.00042"},{"key":"576_CR17","unstructured":"Additional material provided by authors (2024). https:\/\/bit.ly\/3UjvGS1 Last accessed 28 April"},{"key":"576_CR18","unstructured":"Tabachnick BG, Fidell LS, Ullman JB (2013) Using multivariate statistics. Pearson Boston"},{"key":"576_CR19","doi-asserted-by":"publisher","unstructured":"Weiss C, Premraj R, Zimmermann T, Zeller A (2007) How long will it take to fix this bug?. In: Fourth international workshop on mining software repositories (MSR\u201907:ICSE workshops 2007). IEEE, Minneapolis, pp 1\u20131. https:\/\/doi.org\/10.1109\/MSR.2007.13 . https:\/\/ieeexplore.ieee.org\/document\/4228638\/. Accessed 26 May 2023","DOI":"10.1109\/MSR.2007.13"},{"key":"576_CR20","doi-asserted-by":"crossref","unstructured":"Datta S, Sarkar P, Das S, Sreshtha S, Lade P, Majumder S (2014) How many eyeballs does a bug need? An empirical validation of Linus\u2019 law. In: Agile processes in software engineering and extreme programming, Series title: lecture notes in business information processing, vol 179. Springer, Champp. pp 242\u2013250","DOI":"10.1007\/978-3-319-06862-6_17"},{"key":"576_CR21","doi-asserted-by":"publisher","unstructured":"Datta S, Sindhgatta R, Sengupta B (2012) Talk versus work: characteristics of developer collaboration on the jazz platform. In: Proceedings of the ACM international conference on object oriented programming systems languages and applications. OOPSLA \u201912, ACM, New York. pp 655\u2013668. https:\/\/doi.org\/10.1145\/2384616.2384664 . Event-place: Tucson, Arizona, USA","DOI":"10.1145\/2384616.2384664"},{"key":"576_CR22","doi-asserted-by":"publisher","unstructured":"Cataldo M, Herbsleb JD, Carley KM (2008) Socio-technical congruence: a framework for assessing the impact of technical and work dependencies on software development productivity. In: Proceedings of the second ACM-IEEE international symposium on empirical software engineering and measurement, ACM, Kaiserslautern, pp. 2\u201311. https:\/\/doi.org\/10.1145\/1414004.1414008. http:\/\/portal.acm.org\/citation.cfm?id=1414008","DOI":"10.1145\/1414004.1414008"},{"key":"576_CR23","doi-asserted-by":"publisher","unstructured":"Cataldo M, Wagstrom PA, Herbsleb JD, Carley KM (2006) Identification of coordination requirements: implications for the Design of collaboration and awareness tools. In: Proceedings of the 2006 20th anniversary conference on computer supported cooperative work. CSCW \u201906, ACM, New York. pp 353\u2013362. https:\/\/doi.org\/10.1145\/1180875.1180929","DOI":"10.1145\/1180875.1180929"},{"issue":"4","key":"576_CR24","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1287\/orsc.1070.0297","volume":"18","author":"JA Espinosa","year":"2007","unstructured":"Espinosa JA, Slaughter SA, Kraut RE, Herbsleb JD (2007) Familiarity, complexity, and team performance in geographically distributed software development. Organ Sci 18(4):613\u2013630. https:\/\/doi.org\/10.1287\/orsc.1070.0297","journal-title":"Organ Sci"},{"issue":"8","key":"576_CR25","doi-asserted-by":"publisher","first-page":"1315","DOI":"10.1287\/mnsc.1060.0687","volume":"53","author":"W Fong Boh","year":"2007","unstructured":"Fong Boh W, Slaughter SA, Espinosa JA (2007) Learning from experience in software development: a multilevel analysis. Manage Sci 53(8):1315\u20131331. https:\/\/doi.org\/10.1287\/mnsc.1060.0687","journal-title":"Manage Sci"},{"key":"576_CR26","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.jss.2019.03.002","volume":"152","author":"G Catolino","year":"2019","unstructured":"Catolino G, Palomba F, Zaidman A, Ferrucci F (2019) Not all bugs are the same: understanding, characterizing, and classifying bug types. J Syst Softw 152:165\u2013181","journal-title":"J Syst Softw"},{"key":"576_CR27","doi-asserted-by":"publisher","unstructured":"Wolf T, Schroter A, Damian D, Nguyen T (2009) Predicting build failures using social network analysis on developer communication. In: 2009 IEEE 31st international conference on software engineering, pp 1\u201311. https:\/\/doi.org\/10.1109\/ICSE.2009.5070503","DOI":"10.1109\/ICSE.2009.5070503"},{"key":"576_CR28","doi-asserted-by":"crossref","unstructured":"Datta S, Kaulgud V, Sharma VS, Kumar N (2010) A social network based study of software team dynamics. In: Proceedings of the 3rd India software engineering conference, pp 33\u201342","DOI":"10.1145\/1730874.1730883"},{"issue":"5","key":"576_CR29","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1016\/j.jss.2010.12.036","volume":"84","author":"F Reyes","year":"2011","unstructured":"Reyes F, Cerpa N, Candia-V\u00e9jar A, Bardeen M (2011) The optimization of success probability for software projects using genetic algorithms. J Syst Softw 84(5):775\u2013785","journal-title":"J Syst Softw"},{"key":"576_CR30","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/s00158-002-0170-x","volume":"23","author":"H Thomas","year":"2002","unstructured":"Thomas H, Zhou M, Schramm U (2002) Issues of commercial optimization software development. Struct Multidiscip Optim 23:97\u2013110","journal-title":"Struct Multidiscip Optim"},{"key":"576_CR31","doi-asserted-by":"crossref","unstructured":"Murphy B (2016) Optimizing software development processes. In: Proceedings of the 4th international workshop on conducting empirical studies in industry, pp 4\u20134","DOI":"10.1145\/2896839.2896847"},{"issue":"3\u20135","key":"576_CR32","first-page":"7","volume":"9","author":"S Fahmy","year":"2017","unstructured":"Fahmy S, Deraman A, Yahaya JH, Ngah A, Salman FA (2017) A model for people-centric software configuration management. J Telecommun Electron Comput Eng 9(3\u20135):7\u201313","journal-title":"J Telecommun Electron Comput Eng"},{"key":"576_CR33","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.jss.2018.02.041","volume":"140","author":"D Graziotin","year":"2018","unstructured":"Graziotin D, Fagerholm F, Wang X, Abrahamsson P (2018) What happens when software developers are (un) happy. J Syst Softw 140:32\u201347","journal-title":"J Syst Softw"},{"issue":"12","key":"576_CR34","doi-asserted-by":"publisher","first-page":"2423","DOI":"10.1587\/transinf.2019MPP0005","volume":"102","author":"T Hirao","year":"2019","unstructured":"Hirao T, Kula RG, Ihara A, Matsumoto K (2019) Understanding developer commenting in code reviews. IEICE Trans Inform Syst 102(12):2423\u20132432","journal-title":"IEICE Trans Inform Syst"},{"issue":"9","key":"576_CR35","doi-asserted-by":"publisher","first-page":"3326","DOI":"10.1109\/TSE.2021.3087906","volume":"48","author":"D Girardi","year":"2021","unstructured":"Girardi D, Lanubile F, Novielli N, Serebrenik A (2021) Emotions and perceived productivity of software developers at the workplace. IEEE Trans Softw Eng 48(9):3326\u20133341","journal-title":"IEEE Trans Softw Eng"},{"issue":"2","key":"576_CR36","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1109\/32.21738","volume":"15","author":"TK Abdel-Hamid","year":"1989","unstructured":"Abdel-Hamid TK (1989) The dynamics of software project staffing: a system dynamics based simulation approach. IEEE Trans Softw Eng 15(2):109\u2013119","journal-title":"IEEE Trans Softw Eng"},{"issue":"2","key":"576_CR37","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1109\/52.914750","volume":"18","author":"RD Battin","year":"2001","unstructured":"Battin RD, Crocker R, Kreidler J, Subramanian K (2001) Leveraging resources in global software development. IEEE Softw 18(2):70\u201377","journal-title":"IEEE Softw"},{"issue":"3","key":"576_CR38","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.ijproman.2020.02.001","volume":"38","author":"C Tam","year":"2020","unstructured":"Tam C, Costa Moura EJ, Oliveira T, Varaj\u00e3o J (2020) The factors influencing the success of on-going agile software development projects. Int J Proj Manag 38(3):165\u2013176","journal-title":"Int J Proj Manag"},{"issue":"5","key":"576_CR39","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1093\/comjnl\/bxv114","volume":"59","author":"T Zhang","year":"2016","unstructured":"Zhang T, Jiang H, Luo X, Chan ATS (2016) A literature review of research in bug resolution: tasks, challenges and future directions. Comput J 59(5):741\u2013773. https:\/\/doi.org\/10.1093\/comjnl\/bxv114. (Accessed 2023-05-26)","journal-title":"Comput J"},{"key":"576_CR40","doi-asserted-by":"publisher","first-page":"10503","DOI":"10.1109\/ACCESS.2020.2965627","volume":"8","author":"Y Lee","year":"2020","unstructured":"Lee Y, Lee S, Lee C-G, Yeom I, Woo H (2020) Continual prediction of bug-fix time using deep learning-based activity stream embedding. IEEE Access 8:10503\u201310515","journal-title":"IEEE Access"},{"key":"576_CR41","doi-asserted-by":"crossref","unstructured":"Vieira R, Mesquita D, Mattos CL, Britto R, Rocha L, Gomes J (2022) Bayesian analysis of bug-fixing time using report data. In: Proceedings of the 16th ACM\/IEEE international symposium on empirical software engineering and measurement, pp 57\u201368","DOI":"10.1145\/3544902.3546256"}],"container-title":["Innovations in Systems and Software Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11334-024-00576-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11334-024-00576-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11334-024-00576-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T03:03:18Z","timestamp":1760497398000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11334-024-00576-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,4]]},"references-count":41,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,12]]}},"alternative-id":["576"],"URL":"https:\/\/doi.org\/10.1007\/s11334-024-00576-z","relation":{},"ISSN":["1614-5046","1614-5054"],"issn-type":[{"type":"print","value":"1614-5046"},{"type":"electronic","value":"1614-5054"}],"subject":[],"published":{"date-parts":[[2024,9,4]]},"assertion":[{"value":"30 April 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 August 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 September 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}