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Publications (10 of 29) Show all publications
Paudel, B., Gonzalez-Huerta, J., Mendez, D. & Klotins, E. (2025). A Data-Driven Approach to Optimize Internal Software Quality and Customer Value Delivery. In: Pfahl D., Anwar H., Gonzalez Huerta J., Klünder J. (Ed.), Product-Focused Software Process Improvement. Industry-, Workshop-, and Doctoral Symposium Papers: . Paper presented at 25th International Conference on Product-Focused Software Process Improvement, PROFES 2024, Tartu, Dec 2-4, 2024 (pp. 179-185). Springer Science+Business Media B.V., 15453
Open this publication in new window or tab >>A Data-Driven Approach to Optimize Internal Software Quality and Customer Value Delivery
2025 (English)In: Product-Focused Software Process Improvement. Industry-, Workshop-, and Doctoral Symposium Papers / [ed] Pfahl D., Anwar H., Gonzalez Huerta J., Klünder J., Springer Science+Business Media B.V., 2025, Vol. 15453, p. 179-185Conference paper, Published paper (Refereed)
Abstract [en]

The growing complexity, the ever-ending demands for new features, and the need to become faster to remain competitive force software development organizations to rethink their development and value delivery practices. While continuous delivery has become more popular, it still relies mainly on internal metrics, ad-hoc data, and expert opinions. As a result, software organizations stumble to find the balance between improving internal system quality and delivering external value. In fact, understanding and measuring customer value is on itself essential. In this PhD project, we aim for a better understanding of customer value and develop measurement instruments to be integrated with internal perspectives to drive proactive and continuous internal improvement while delivering relevant customer value. 

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2025
Series
Lecture Notes in Computer Science (LNCS), ISSN 0302-9743, E-ISSN 1611-3349 ; 15453
Keywords
Continuous Customer Value Delivery, Data-Driven Approach, Software Quality Improvement, Sales, Competitive forces, Customer values, Expert opinion, Quality value, Software development organizations, Software Quality, Software quality improvements, Value delivery
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-27310 (URN)10.1007/978-3-031-78392-0_13 (DOI)001423667900013 ()2-s2.0-85211242536 (Scopus ID)9783031783913 (ISBN)
Conference
25th International Conference on Product-Focused Software Process Improvement, PROFES 2024, Tartu, Dec 2-4, 2024
Funder
Knowledge Foundation, 20180010
Available from: 2024-12-26 Created: 2024-12-26 Last updated: 2025-03-14Bibliographically approved
Šmite, D., Tkalich, A., Moe, N. B., Chatzipetrou, P., Klotins, E. & Helland, P. K. (2025). Dual Effects of Hybrid Working on Performance: More Work Hours or More Work Time. In: Agile Processes in Software Engineering and Extreme Programming – Workshops: . Paper presented at Workshops held at the 25th International Conference on Agile Software Development, XP 2024, Bozen-Bolzano, June 4-6, 2024 (pp. 63-70). Springer Science+Business Media B.V.
Open this publication in new window or tab >>Dual Effects of Hybrid Working on Performance: More Work Hours or More Work Time
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2025 (English)In: Agile Processes in Software Engineering and Extreme Programming – Workshops, Springer Science+Business Media B.V., 2025, p. 63-70Conference paper, Published paper (Refereed)
Abstract [en]

Work in software development companies has become increasingly hybrid with employees altering days of working in the office with days of working remotely from home. Yet, little is know about the efficiency of such way of working because the current scale of remote working is unprecedented. In this paper, we present our findings from a company-wide survey at Storebrand - a large-scale Norwegian fintech company, focusing on perceived performance. Our analysis of 192 responses shows that most employees report being able to perform the planned tasks. Further, half of respondents perceive to have increased work hours. Through qualitative analysis of open-ended commentaries of respondents we learned that remote working has dual effects on the perceived work hours - some employees report working longer hours and others report having more work time due to efficient use of the time throughout the day. Finally, we recommend managers to discuss and address the concerning habits of employees caused by increased connectivity and inability to stop working, before these lead to burnout and disturbances in the work/life balance. 

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2025
Series
Lecture Notes in Business Information Processing, ISSN 1865-1348, E-ISSN 1865-1356 ; 524
Keywords
Flexible, Hybrid, Performance, Remote, Work hours, Fintech, 'current, Dual effect, Large-scales, Remote working, Work time, Software design
National Category
Software Engineering Work Sciences
Identifiers
urn:nbn:se:bth-27498 (URN)10.1007/978-3-031-72781-8_7 (DOI)2-s2.0-85218049220 (Scopus ID)9783031727801 (ISBN)
Conference
Workshops held at the 25th International Conference on Agile Software Development, XP 2024, Bozen-Bolzano, June 4-6, 2024
Funder
Knowledge Foundation, 20220047
Available from: 2025-02-28 Created: 2025-02-28 Last updated: 2025-02-28Bibliographically approved
Chatzipetrou, P., Šmite, D., Tkalich, A., Moe, N. B. & Klotins, E. (2025). Interest in Working Remotely: Is Gender a Factor?. In: Dietmar Pfahl, Javier Gonzalez Huerta, Jil Klünder, Hina Anwar (Ed.), Product-Focused Software Process Improvement: . Paper presented at 25th International Conference on Product-Focused Software Process Improvement, PROFES 2024, Tartu, Dec 2-4, 2024 (pp. 156-171). Springer, 15452
Open this publication in new window or tab >>Interest in Working Remotely: Is Gender a Factor?
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2025 (English)In: Product-Focused Software Process Improvement / [ed] Dietmar Pfahl, Javier Gonzalez Huerta, Jil Klünder, Hina Anwar, Springer, 2025, Vol. 15452, p. 156-171Conference paper, Published paper (Refereed)
Abstract [en]

Background: Modern workplaces have irreversibly changed their attitudes toward remote working, allowing different degrees of remotely working. Decisions about the influence of restricted remote working and mandatory office presence often raise the question of disproportional impact on different genders.

Aim: Our aim is to achieve a better understanding of whether WFH has a gender-segregated motivation and what other factors predict individual choices to work onsite or remotely.

Method: We report results from a company-wide survey conducted in NorBank, a Norwegian fintech company. The data is analyzed using descriptive statistics, contingency tables, Chi-Square test of association along with post hoc tests. We illustrated the results by using diverged chart bars.

Results: The results show that gender differences among software engineers are negligible and insignificant. Further, software engineers work more remotely than employees in other departments. We also found that engineers without managerial responsibilities are less at the office, and those who live further to their job, tend to work more remotely. With respect to preferences to work remotely, we found that younger engineers choose to work at the office more often than the senior engineers.

Conclusions: We found that the strongest predictor of the degree of remote working is not the gender but commute time and role. This also means that any analysis of general populations (as the analysis of all employees at NorBank) shall be approached with care because it may lead to flawed conclusions due to the different distributions of gender and roles in different departments. 

Place, publisher, year, edition, pages
Springer, 2025
Series
Lecture Notes in Computer Science (LNCS), ISSN 0302-9743, E-ISSN 1611-3349 ; 15452
Keywords
Empirical study, Gender, Hybrid work, Remote work, Software engineering, WHF, Work-from-home, Computer aided software engineering, Human engineering, Human resource management, Population statistics, Software testing, Contingency table, Descriptive statistics, Empirical studies, Individual choice, Remote working, Fintech
National Category
Software Engineering Work Sciences
Identifiers
urn:nbn:se:bth-27328 (URN)10.1007/978-3-031-78386-9_11 (DOI)001423664600011 ()2-s2.0-85211921052 (Scopus ID)9783031783852 (ISBN)
Conference
25th International Conference on Product-Focused Software Process Improvement, PROFES 2024, Tartu, Dec 2-4, 2024
Funder
Knowledge Foundation, 20220047Knowledge Foundation, 20180010
Available from: 2024-12-30 Created: 2024-12-30 Last updated: 2025-03-14Bibliographically approved
Tkalich, A., Klotins, E., Sporsem, T., Stray, V., Moe, N. B. & Barbala, A. (2025). User feedback in continuous software engineering: revealing the state-of-practice. Empirical Software Engineering, 30(3), Article ID 79.
Open this publication in new window or tab >>User feedback in continuous software engineering: revealing the state-of-practice
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2025 (English)In: Empirical Software Engineering, ISSN 1382-3256, E-ISSN 1573-7616, Vol. 30, no 3, article id 79Article in journal (Refereed) Published
Abstract [en]

Context: Organizations opt for continuous delivery of incremental updates to deal with uncertainty and minimize waste. However, applying continuous engineering (CSE) practices requires a continuous feedback loop with input from customers and end-users.

Challenges: It becomes increasingly challenging to apply traditional requirements elicitation and validation techniques with ever-shrinking software delivery cycles. At the same time, frequent deliveries generate an abundance of usage data and telemetry informing engineering teams of end-user behavior. The literature describing how practitioners work with user feedback in CSE, is limited.

Objectives: We aim to explore the state of practice related to utilization of user feedback in CSE. Specifically, what practices are used, how, and the shortcomings of these practices.

Method: We conduct a qualitative survey and report analysis from 21 interviews in 13 product development companies. We apply thematic and cross-case analysis to interpret the data. Results: Based on our earlier work we suggest a conceptual model of how user feedback is utilized in CSE. We further report the identified challenges with the continuous collection and analysis of user feedback and identify implications for practice.

Conclusions: Companies use a combination of qualitative and quantitative methods to infer end-user preferences. At the same time, continuous collection, analysis, interpretation, and use of data in decisions are problematic. The challenges pertain to selecting the right metrics and analysis techniques, resource allocation, and difficulties in accessing vaguely defined user groups. Our advice to practitioners in CSE is to ensure sufficient resources and effort for interpretation of the feedback, which can be facilitated by telemetry dashboards. 

Place, publisher, year, edition, pages
Springer, 2025
Keywords
Continuous experimentation, Continuous software engineering, Data-driven product development, Software product, User feedback, Resource allocation, Continuous software engineerings, Data driven, End-users, Incremental updates, Software products, State of practise, Uncertainty, Product development
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-27662 (URN)10.1007/s10664-024-10557-2 (DOI)001439386100001 ()2-s2.0-86000339541 (Scopus ID)
Funder
Knowledge Foundation, 20180010The Research Council of NorwayKnowledge Foundation
Available from: 2025-03-21 Created: 2025-03-21 Last updated: 2025-03-21Bibliographically approved
Šmite, D., Klotins, E. & Moe, N. B. (2025). What Attracts Employees to Work on Site in Times of Increased Remote Working?. IEEE Software, 42(1), 100-109
Open this publication in new window or tab >>What Attracts Employees to Work on Site in Times of Increased Remote Working?
2025 (English)In: IEEE Software, ISSN 0740-7459, E-ISSN 1937-4194, Vol. 42, no 1, p. 100-109Article in journal (Refereed) Published
Abstract [en]

We examine how remote work is institutionalized in eight companies, and solicit employees' needs at the workplace. Based on these insights, we summarize actionable advice for policy makers, facility managers and employees to promote on-site work, which is likely to help many companies to rejuvenate life in their offices.

Place, publisher, year, edition, pages
IEEE Computer Society, 2025
Keywords
Collaboration, Companies, Employment, Encoding, Interviews, Pandemics, Remote working, Company Ericsson, Corporate policies, Corporates, Encodings, Interview, Pandemic, Remote workers, Telenor, Signal encoding
National Category
Work Sciences
Identifiers
urn:nbn:se:bth-26077 (URN)10.1109/MS.2024.3375964 (DOI)001373292400010 ()2-s2.0-85188889588 (Scopus ID)
Available from: 2024-04-05 Created: 2024-04-05 Last updated: 2024-12-27Bibliographically approved
Klotins, E., Gorschek, T. & Wilson, M. (2023). Continuous Software Engineering: Introducing an Industry Readiness Model. IEEE Software, 40(4), 77-87
Open this publication in new window or tab >>Continuous Software Engineering: Introducing an Industry Readiness Model
2023 (English)In: IEEE Software, ISSN 0740-7459, E-ISSN 1937-4194, Vol. 40, no 4, p. 77-87Article in journal (Refereed) Published
Abstract [en]

Software is becoming essential for most products, manufacturing processes, and back-office functions. The speed of delivering new features and refining the product is critical to remaining competitive. Software organizations may adopt continuous engineering practices to become more efficient. However, retrofitting an organization with a pipeline is challenging. Importantly, the most significant challenges and opportunities, are related to, but stem from outside the engineering realm and require rethinking customer relationships and business models. This paper presents a hierarchy of continuous engineering benefits and challenges. It is aimed to guide the adoption of continuous practices in an organization to determine the current and target level of adoption, given organizational context, ambitions, and domain constraints. IEEE

Place, publisher, year, edition, pages
IEEE Computer Society, 2023
Keywords
Automation, Companies, Investment, Pipelines, Software, Software engineering, Testing, Public relations, Software testing, Back office, Continuous software engineerings, Customer relationships, Engineering practices, Manufacturing process, Product manufacturing, Readiness models, Relationship model, Software organization
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24486 (URN)10.1109/MS.2023.3263190 (DOI)001032645500012 ()2-s2.0-85153369631 (Scopus ID)
Available from: 2023-05-05 Created: 2023-05-05 Last updated: 2023-08-11Bibliographically approved
Šmite, D., Moe, N. B., Klotins, E. & Gonzalez-Huerta, J. (2023). From forced Working-From-Home to voluntary working-from-anywhere: Two revolutions in telework. Journal of Systems and Software, 195, Article ID 111509.
Open this publication in new window or tab >>From forced Working-From-Home to voluntary working-from-anywhere: Two revolutions in telework
2023 (English)In: Journal of Systems and Software, ISSN 0164-1212, E-ISSN 1873-1228, Vol. 195, article id 111509Article in journal (Refereed) Published
Abstract [en]

The COVID-19 outbreak has admittedly caused interruptions to production, transportation, and mobility, therefore, having a significant impact on the global supply and demand chain's well-functioning. But what happened to companies developing digital services, such as software? How has the enforced Working-From-Home (WFH) mode impacted their ability to deliver software, if at all? This article shares our findings from monitoring the WFH during 2020 in an international software company with engineers located in Sweden, the USA, and the UK. We analyzed different aspects of productivity, such as developer job satisfaction and well-being, activity, communication and collaboration, efficiency and flow based on the archives of commit data, calendar invites, Slack communication, the internal reports of WFH experiences, and 30 interviews carried out in April/May and September 2020. We add more objective evidence to the existing COVID-19 studies the vast majority of which are based on self-reported productivity from the early months of the pandemic. We find that engineers continue committing code and carrying out their daily duties, as their routines adjust to “the new norm”. Our key message is that software engineers can work from home and quickly adjust their tactical approaches to the changes of unprecedented scale. Further, WFH has its benefits, including better work-life balance, improved flow, and improved quality of distributed meetings and events. Yet, WFH is not challenge free: not everybody feels equally productive working from home, work hours for many increased, while physical activity, socialization, pairing and opportunities to connect to unfamiliar colleagues decreased. Information sharing and meeting patterns also changed. Finally, experiences gained during the pandemic will have a lasting impact on the future of the workplace. The results of an internal company-wide survey suggest that only 9% of engineers will return to work in the office full time. Our article concludes with the InterSoft's strategy for work from anywhere (WFX), and a list of useful adjustments for a better WFH. © 2022 The Author(s)

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Engineers, Job satisfaction, Productivity, Software engineering, Case-studies, Digital services, Empirical studies, Global supply chain, Production transportation, Software company, Supply and demand chains, Telework, Working from home, Working-from-home, COVID-19, Case study, Empirical study, WFH
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-23761 (URN)10.1016/j.jss.2022.111509 (DOI)000875668800002 ()2-s2.0-85139327922 (Scopus ID)
Funder
Knowledge Foundation, 20190087Knowledge Foundation, 20170176Knowledge Foundation, 20180010The Research Council of Norway, 309344The Research Council of Norway, 267704
Note

open access

Available from: 2022-10-21 Created: 2022-10-21 Last updated: 2022-12-13Bibliographically approved
Klotins, E. & Talbert-Goldstein, E. (2023). Organizational Conflicts in the Adoption of Continuous Software Engineering. In: Stettina C.J., Garbajosa J., Kruchten P (Ed.), Agile Processes in Software Engineering and Extreme Programming: . Paper presented at 24th International Conference on Agile Software Development, XP 2023, Amsterdam, 13 June through 16 June 2023 (pp. 149-164). Springer Science+Business Media B.V., 475
Open this publication in new window or tab >>Organizational Conflicts in the Adoption of Continuous Software Engineering
2023 (English)In: Agile Processes in Software Engineering and Extreme Programming / [ed] Stettina C.J., Garbajosa J., Kruchten P, Springer Science+Business Media B.V., 2023, Vol. 475, p. 149-164Conference paper, Published paper (Refereed)
Abstract [en]

Software is a critical component of nearly every product or service. Improvements in software can lead to substantial competitive advantages. At the same time, software and surrounding engineering teams have become increasingly complex. The adoption of continuous integration and delivery is a recent trend to radically improve software release speed. However, its adoption is far from straightforward. Specifically, rethinking processes, organizational culture, ways of working, and business models require buy-in from diverse stakeholders that may have conflicting objectives. Such situations are explored by organizational conflict research. This paper reports on early lessons from an ongoing research project in continuous software engineering, specifically investigating adoption challenges from an organizational conflict perspective. We identify catalysts, symptoms, and outcomes of organizational conflicts hindering the adoption process. We conclude that predictable conflicts emerge when adopting continuous engineering. Engineers, managers, and other teams can proactively prepare for and allocate resources to resolve them. Proper analysis and management can help avoid wasted time, impeding processes, and frustration. © 2023, The Author(s).

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2023
Series
Lecture Notes in Business Information Processing, ISSN 1865-1348, E-ISSN 1865-1356 ; 475
Keywords
Change management, Continuous Software Engineering, Organizational conflicts, Human resource management, Software engineering, Competitive advantage, Continuous integrations, Continuous software engineerings, Critical component, Engineering teams, Organizational conflict, Organizational cultures, Recent trends, Software release, Competition
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-24976 (URN)10.1007/978-3-031-33976-9_10 (DOI)001267753700010 ()2-s2.0-85161165888 (Scopus ID)9783031339752 (ISBN)
Conference
24th International Conference on Agile Software Development, XP 2023, Amsterdam, 13 June through 16 June 2023
Available from: 2023-06-26 Created: 2023-06-26 Last updated: 2024-09-16Bibliographically approved
Šmite, D., Tkalich, A., Moe, N. B., Papatheocharous, E., Klotins, E. & Pettersen Buvik, M. (2022). Changes in perceived productivity of software engineers during COVID-19 pandemic: The voice of evidence. Journal of Systems and Software, 186, Article ID 111197.
Open this publication in new window or tab >>Changes in perceived productivity of software engineers during COVID-19 pandemic: The voice of evidence
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2022 (English)In: Journal of Systems and Software, ISSN 0164-1212, E-ISSN 1873-1228, Vol. 186, article id 111197Article in journal (Refereed) Published
Abstract [en]

Background: The COVID-19 pandemic triggered a natural experiment of an unprecedented scale as companies closed their offices and sent employees to work from home. Many managers were concerned that their engineers would not be able to work effectively from home, or lack the motivation to do so, and that they would lose control and not even notice when things go wrong. As many companies announced their post-COVID permanent remote-work or hybrid home/office policies, the question of what can be expected from software engineers who work from home becomes more and more relevant. Aims: To understand the nature of home telework we analyze the evidence of perceived changes in productivity comparing office work before the pandemic with the work from home during the pandemic from thirteen empirical surveys of practitioners. Method: We analyzed data from six corporate surveys conducted in four Scandinavian companies combined with the results of seven published surveys studying the perceived changes in productivity in industrial settings. In addition, we sought explanations for the variation in perceived productivity among the engineers from the studied companies through the qualitative analysis of open-ended questions and interviews. Results: Combined results of 7686 data points suggest that though on average perceived productivity has not changed significantly, there are developers who report being more productive, and developers being less productive when working from home. Positively affected individuals in some surveys form large groups of respondents (up to 50%) and mention benefiting from a better organization of work, increased flexibility and focus. Yet, there are equally large groups of negatively affected respondents (up to 51%) who complain about the challenges related to remote teamwork and collaboration, as well as emotional issues, distractions and poor home office environment and equipment. Finally, positive trends are found in longitudinal surveys, i.e., developers’ productivity in the later months of the pandemic show better results than those in the earlier months. Conclusions: We conclude that behind the average “no change” lays a large variation of experiences, which means that the work from home might not be for everyone. Yet, a longitudinal analysis of the surveys is encouraging, as it shows that the more pessimistic results might be influenced by the initial experiences of an unprecedented crisis. At the end, we put forward the lessons learned during the pandemic that can inspire the new post-pandemic work policies. © 2021 The Authors

Place, publisher, year, edition, pages
Elsevier Inc., 2022
Keywords
COVID-19, Empirical study, Perceived productivity, Performance, Surveys, WFH, Work-from-home, Engineers, Software engineering, Empirical studies, Home office, Large groups, Natural experiment, Telework, Productivity
National Category
Software Engineering Occupational Health and Environmental Health Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:bth-22595 (URN)10.1016/j.jss.2021.111197 (DOI)000750027000014 ()2-s2.0-85123218412 (Scopus ID)
Funder
Knowledge Foundation, 20180010Knowledge Foundation, 20190087The Research Council of Norway, 267704, 309344
Note

open access

Available from: 2022-02-07 Created: 2022-02-07 Last updated: 2025-02-20Bibliographically approved
Klotins, E. & Gorschek, T. (2022). Continuous Software Engineering in the Wild. In: Mendez D., Wimmer M., Winkler D., Biffl S., Bergsmann J. (Ed.), Software Quality: The Next Big Thing in Software Engineering and Quality. Paper presented at 14th International Conference on Software Quality, SWQD 2022, Vienna, 17 May 2022 through 19 May 2022 (pp. 3-12). Springer
Open this publication in new window or tab >>Continuous Software Engineering in the Wild
2022 (English)In: Software Quality: The Next Big Thing in Software Engineering and Quality / [ed] Mendez D., Wimmer M., Winkler D., Biffl S., Bergsmann J., Springer, 2022, p. 3-12Conference paper, Published paper (Refereed)
Abstract [en]

Software is becoming a critical component of most products and organizational functions. The ability to continuously improve software determines how well the organization can respond to market opportunities. Continuous software engineering promises numerous advantages over sprint-based or plan-driven development. However, implementing a continuous software engineering pipeline in an existing organization is challenging. In this invited position paper, we discuss the adoption challenges and argue for a more systematic methodology to drive the adoption of continuous engineering. Our discussion is based on ongoing work with several industrial partners as well as experience reported in both state-of-practice and state-of-the-art. We conclude that the adoption of continuous software engineering primarily requires analysis of the organization, its goals, and constraints. One size does not fit all purposes, meaning that many of the principles behind continuous engineering are relevant for most organizations, but the level of realization and the benefits may still vary. The main hindrances to continuous flow of software arise from sub-optimal organizational structures and the lack of alignment. Once those are removed, the organization can implement automation to further improve the software delivery. © 2022, Springer Nature Switzerland AG.

Place, publisher, year, edition, pages
Springer, 2022
Series
Lecture Notes in Business Information Processing, ISSN 18651348, E-ISSN 18651356 ; 439
Keywords
Continuous integration and delivery, Continuous software engineering, Process improvement
National Category
Software Engineering
Identifiers
urn:nbn:se:bth-22909 (URN)10.1007/978-3-031-04115-0_1 (DOI)000873371100001 ()2-s2.0-85128901727 (Scopus ID)9783031041143 (ISBN)
Conference
14th International Conference on Software Quality, SWQD 2022, Vienna, 17 May 2022 through 19 May 2022
Available from: 2022-05-13 Created: 2022-05-13 Last updated: 2022-11-10Bibliographically approved
Projects
Continuous Everything – Cost-benefit evaluation of continuous software engineering; Blekinge Institute of Technology; Publications
Tkalich, A., Klotins, E., Sporsem, T., Stray, V., Moe, N. B. & Barbala, A. (2025). User feedback in continuous software engineering: revealing the state-of-practice. Empirical Software Engineering, 30(3), Article ID 79.
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-1987-2234

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