Capabilities and metrics in DevOps: A design science study
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A newly published paper by Amaro et al. (2023) elicited 24 DevOps metrics through MLR and interview.
“Moreover, a newly published paper by Amaro et al. (2023) elicited 24 DevOps metrics through MLR and interview.”
From Identifying the primary dimensions of DevSecOps: A multi-vocal literature review (2024) · cites this paper as Amaro et al., 2023
Cites
Saturation in qualitative research: exploring its conceptualization and operationalization
Saunders, B., Sim, J., Kingstone, T., Baker, S., Waterfield, J., Bartlam, B., Burroughs, H., & Jinks, C. (2018) · Quality & Quantity · doi:10.1007/s11135-017-0574-8 · Cited by 12,033 · see citing works
Design Science in Information Systems Research1
Hevner, A. R., March, S. T., Park, J., & Ram, S. (2004) · MIS Quarterly · doi:10.2307/25148625 · Cited by 10,707 · see citing works
(2004) · Cited by 5,198 · see citing works
Design and natural science research on information technology
March, S. T., & Smith, G. F. (1995) · Decision Support Systems · doi:10.1016/0167-9236(94)00041-2 · Cited by 3,871 · see citing works
A simple method to assess and report thematic saturation in qualitative research
Guest, G., Namey, E., & Chen, M. (2020) · PLOS ONE · doi:10.1371/journal.pone.0232076 · Cited by 2,929 · see citing works
Contributing Knowledge to Electronic Knowledge Repositories: An Empirical Investigation1
Kankanhalli, A., Tan, B. C. Y., & Wei, K. (2005) · MIS Quarterly · doi:10.2307/25148670 · Cited by 2,831 · see citing works
Conducting Semi‐Structured Interviews
Adams, W. C. (2015) · Wiley eBooks · doi:10.1002/9781119171386.ch19 · Cited by 1,692 · see citing works
A Three Cycle View of Design Science Research
Hevner, A. R. (2007) · Journal of the Association for Information Systems · Cited by 1,645 · see citing works
(2007) · Journal of the Association for Information Systems · Cited by 1,638 · see citing works
Does Sample Size Matter in Qualitative Research?: A Review of Qualitative Interviews in is Research
Marshall, B., Cardon, P., Poddar, A., & Fontenot, R. (2013) · Journal of Computer Information Systems · doi:10.1080/08874417.2013.11645667 · Cited by 1,636 · see citing works
FEDS: a Framework for Evaluation in Design Science Research
Venable, J. R., Pries‐Heje, J., & Baskerville, R. (2014) · European Journal of Information Systems · doi:10.1057/ejis.2014.36 · Cited by 1,063 · see citing works
Continuous Delivery: Reliable Software Releases Through Build, Test, and Deployment Automation
Humble, J., & Farley, D. R. (2010) · Cited by 911 · see citing works
Situating and Constructing Diversity in Semi-Structured Interviews
McIntosh, M., & Morse, J. M. (2015) · Global Qualitative Nursing Research · doi:10.1177/2333393615597674 · Cited by 873 · see citing works
Garousi, V., Felderer, M., & Mäntylä, M. V. (2019) · Information and Software Technology · doi:10.1016/j.infsof.2018.09.006 · Cited by 831 · see citing works
A Comprehensive Framework for Evaluation in Design Science Research
Venable, J. R., Pries‐Heje, J., & Baskerville, R. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-29863-9_31 · Cited by 462 · see citing works
Toyota Kata: Managing People for Improvement, Adaptiveness and Superior Results
Rother, M. (2009) · Cited by 421 · see citing works
Strategies for Design Science Research Evaluation
Pries‐Heje, J., Baskerville, R., & Venable, J. R. (2008) · Journal of the Association for Information Systems · Cited by 328 · see citing works
20th Americas Conference on Information Systems, AMCIS 2014
Rahimi, F., Møller, C., & Hvam, L. (2014) · Americas Conference on Information Systems · Cited by 259 · see citing works
Towards Rigor in Reviews of Multivocal Literatures: Applying the Exploratory Case Study Method
Ogawa, R. T., & Malen, B. (1991) · Review of Educational Research · doi:10.3102/00346543061003265 · Cited by 247 · see citing works
A typology of organisational cultures
Westrum, R. (2004) · BMJ Quality & Safety · doi:10.1136/qshc.2003.009522 · Cited by 247 · see citing works
Pries-Heje, & Baskerville, R. (2008) · MIS Quarterly · doi:10.2307/25148870 · Cited by 241 · see citing works
(1998) · Cited by 216 · see citing works
Garousi, V., Felderer, M., & Mäntylä, M. V. (2016) · Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering · doi:10.1145/2915970.2916008 · Cited by 210 · see citing works
A qualitative study of DevOps usage in practice
Erich, F., Amrit, C., & Daneva, M. (2017) · Journal of Software Evolution and Process · doi:10.1002/smr.1885 · Cited by 208 · see citing works
Site Reliability Engineering: How Google Runs Production Systems
Beyer, B., Jones, C., Petoff, J. L. M., & Murphy, N. R. (2016) · Cited by 206 · see citing works
Kim, G. H., Debois, P., Willis, J., & Humble, J. (2016) · Cited by 205 · see citing works
The 17th European conference on information systems (ECIS)
Paz, A. I. L., & Seo, D. (2009) · European Conference on Information Systems · Cited by 200 · see citing works
DevOps and software quality: A systematic mapping
Mishra, A., & Otaiwi, Z. (2020) · Computer Science Review · doi:10.1016/j.cosrev.2020.100308 · Cited by 177 · see citing works
DevOps Capabilities, Practices, and Challenges: Insights from a Case Study
Senapathi, M., Buchan, J., & Osman, H. (2018) · Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering 2018 · doi:10.1145/3210459.3210465 · Cited by 172 · see citing works
Genres of Inquiry in Design-Science Research: Justification and Evaluation of Knowledge Production1
Baskerville, R., Kaul, M., & Storey, V. C. (2015) · MIS Quarterly · doi:10.25300/misq/2015/39.3.02 · Cited by 164 · see citing works
DevOps: A Definition and Perceived Adoption Impediments
Smeds, J., Nybom, K., & Porres, I. (2015) · Lecture Notes in Business Information Processing · doi:10.1007/978-3-319-18612-2_14 · Cited by 158 · see citing works
Evaluation Patterns for Design Science Research Artefacts
Sonnenberg, C., & Brocke, J. V. (2012) · Communications in computer and information science · doi:10.1007/978-3-642-33681-2_7 · Cited by 156 · see citing works
Towards Definitions for Release Engineering and DevOps
Dyck, A., Penners, R., & Lichter, H. (2015) · doi:10.1109/releng.2015.10 · Cited by 154 · see citing works
Conducting Semi-structured Interviews
Raworth, K., Narayan, S., Sweetman, C., Rowlands, J., & Hopkins, A. (2012) · Cited by 130 · see citing works
Characterizing DevOps by Hearing Multiple Voices
de França, B. B. N., Jeronimo, H., & Travassos, G. H. (2016) · doi:10.1145/2973839.2973845 · Cited by 109 · see citing works
2016 2nd International Conference on Open and Big Data (OBD)
(2016) · doi:10.1109/obd38069.2016 · Cited by 84 · see citing works
Advances in Using Agile and Lean Processes for Software Development
Rodríguez, P., Mäntylä, M., Oivo, M., Lwakatare, L. E., Seppänen, P., & Kuvaja, P. (2018) · Advances in computers · doi:10.1016/bs.adcom.2018.03.014 · Cited by 70 · see citing works
Self-Service Cybersecurity Monitoring as Enabler for DevSecOps
Díaz, J., Pérez, J., Peña, M. Á. L., Mena, G. A., & Yagüe, A. (2019) · IEEE Access · doi:10.1109/access.2019.2930000 · Cited by 64 · see citing works
Tan, F. T. C., Pan, S. L., & Zuo, M. (2018) · Information Systems Journal · doi:10.1111/isj.12221 · Cited by 55 · see citing works
Characteristics of Open Data CSV Files
Mitlöhner, J., Neumaier, S., Jürgen Umbrich, A., & Polleres, A. (2016) · International Conference on Open and Big Data (OBD) · doi:10.1109/obd.2016.18 · Cited by 53 · see citing works
Preliminary Findings about DevSecOps from Grey Literature
Mao, R., Zhang, H., Dai, Q., Huang, H., Rong, G., Shen, H., Chen, L., & Lu, K. (2020) · 2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS) · doi:10.1109/qrs51102.2020.00064 · Cited by 49 · see citing works
DevOpSlang – Bridging the Gap between Development and Operations
Wettinger, J., Breitenbücher, U., & Leymann, F. (2014) · Lecture notes in computer science · doi:10.1007/978-3-662-44879-3_8 · Cited by 47 · see citing works
Pereira, R., & Serrano, J. P. (2020) · Journal of Information Technology · doi:10.1177/0268396219886874 · Cited by 46 · see citing works
Prates, L., Faustino, J., Silva, M., & Pereira, R. (2019) · Lecture Notes in Business Information Processing · doi:10.1007/978-3-030-29608-7_7 · Cited by 45 · see citing works
Sun, D. W., Fu, M., Zhu, L., Li, G., & Lu, Q. (2016) · IEEE Transactions on Emerging Topics in Computing · doi:10.1109/tetc.2016.2520883 · Cited by 44 · see citing works
The Oxford Handbook of Qualitative Research in American Music Education
(2014) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199844272.001.0001 · Cited by 39 · see citing works
Lean Enterprise: How High Performance Organizations Innovate at Scale
Humble, J., Molesky, J., & O'Reilly, B. (2015) · Cited by 37 · see citing works
Using Analytics to Guide Improvement during an Agile–DevOps Transformation
Snyder, B., & Curtis, B. (2017) · IEEE Software · doi:10.1109/ms.2017.4541032 · Cited by 37 · see citing works
Mäkinen, S., Leppänen, M., Kilamo, T., Mattila, A.-L., Laukkanen, E., Pagels, M., & Männistö, T. (2016) · Information and Software Technology · doi:10.1016/j.infsof.2016.09.001 · Cited by 34 · see citing works
DevOpRET: Continuous reliability testing in DevOps
Bertolino, A., Angelis, G. D., Guerriero, A., Miranda, B., Pietrantuono, R., & Russo, S. (2020) · Journal of Software Evolution and Process · doi:10.1002/smr.2298 · Cited by 32 · see citing works
Practical Aspects of Design Science
Helfert, M., & Donnellan, B. (2012) · Communications in computer and information science · doi:10.1007/978-3-642-33681-2 · Cited by 30 · see citing works
Teixeira, D., Pereira, R., Henriques, T. A., da Silva, M. M., Jo�ã, N. A., Faustino, J., & da Silva, M. M. (2020) · International Journal of Agile Systems and Management · doi:10.1504/ijasm.2020.112343 · Cited by 27 · see citing works
A DevOps Implementation Framework for Large Agile-Based Financial Organizations
Nagarajan, A. D., & Overbeek, S. J. (2018) · Lecture notes in computer science · doi:10.1007/978-3-030-02610-3_10 · Cited by 27 · see citing works
An Agile Framework for ITS Management In Organizations
Sahid, A., Maleh, Y., & Belaissaoui, M. (2017) · doi:10.1145/3167486.3167556 · Cited by 26 · see citing works
38. Management Information Systems: Managing the Digital Firm : Global Edition.
Laudon, K. C., & Laudon, J. P. (2019) · Cited by 24 · see citing works
The Role of Continuous Delivery in IT and Organizational PerformancePreprint
Forsgren, N., & Humble, J. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2681909 · Cited by 24 · see citing works
Towards a DevOps Approach for Software Quality Engineering
Perez, J. F., Wang, W., & Casale, G. (2015) · doi:10.1145/2693561.2693564 · Cited by 23 · see citing works
The DevOps Adoption Playbook: A Guide to Adopting DevOps in a Multi-Speed IT Enterprise
Sharma, S. (2017) · Cited by 22 · see citing works
A Systematic Literature Review on DevOps Capabilities and Areas
Teixeira, D., Pereira, R., Henriques, T. A., da Silva, M. M., & Faustino, J. (2020) · International Journal of Human Capital and Information Technology Professionals · doi:10.4018/ijhcitp.2020040101 · Cited by 22 · see citing works
DevOps with Continuous Testing Architecture and Its Metrics Model
Angara, J., Gutta, S., & Prasad, S. (2018) · Advances in intelligent systems and computing · doi:10.1007/978-981-10-8633-5_28 · Cited by 20 · see citing works
Managing Quality Assurance Challenges of DevOps through Analytics
Ibrahim, M. M. A., Syed-Mohamad, S. M., & Husin, M. H. (2019) · International Conference on Software and Computer Applications (ICSCA) · doi:10.1145/3316615.3316670 · Cited by 19 · see citing works
A Multivocal Literature Review on the use of DevOps for e-Learning systems
Sánchez‐Gordón, M., & Colomo‐Palacios, R. (2018) · Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21) · doi:10.1145/3284179.3284328 · Cited by 16 · see citing works
Software Test Automation Maturity: A Survey of the State of the Practice
Wang, Y., Mäntylä, M., Demeyer, S., Wiklund, K., Eldh, S., & Kairi, T. (2020) · International Conference on Software Technologies (ICSOFT) · doi:10.5220/0009766800270038 · Cited by 16 · see citing works
Conducting and Analyzing Individual Interviews
Roulston, K. (2014) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199844272.013.014 · Cited by 14 · see citing works
Specifying the Process Model for Systematic Reviews: An Augmented Proposal
Olsina, L. A., Becker, P., Peppino, D., & Tebes, G. (2019) · Journal of Software Engineering Research and Development · doi:10.5753/jserd.2019.460 · Cited by 11 · see citing works
Ding, Z. (2019) · Spectrum Research Repository (Concordia University) · Cited by 11 · see citing works
Misunderstood as mothers: women's stories of being hospitalized for illness in the postpartum period
Power, T., Jackson, D. W., Carter, B., & Weaver, R. (2014) · Journal of Advanced Nursing · doi:10.1111/jan.12515 · Cited by 8 · see citing works
A Taxonomy of Software Delivery Performance Profiles: Investigating the Effects of DevOps Practices
Forsgren, N., Rothenberger, M. A., Humble, J., Thatcher, J. B., & Smith, D. (2020) · Journal of the Association for Information Systems · Cited by 7 · see citing works
Tamburri, D. A., Nucci, D. D., Giacomo, L. D., & Palomba, F. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-06019-0_4 · Cited by 6 · see citing works
Dogfooding: using IBM cloud services to monitor IBM cloud infrastructure.Preprint
Pourmajidi, W., Miranskyy, A. V., Steinbacher, J., Erwin, T., & Godwin, D. (2019) · arXiv (Cornell University) · Cited by 6 · see citing works
DevOps Enhancement with Continuous Test Optimization
Marijan, D., & Sen, S. (2018) · Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering · doi:10.18293/seke2018-168 · Cited by 5 · see citing works
DevOps Capability Assessment in a Software Development Team
Kurkela, M. (2020) · Theseus (Ammattikorkeakoulujen) · Cited by 3 · see citing works
Cuppett, M. S. (2016) · Apress eBooks · doi:10.1007/978-1-4842-2208-9_2 · Cited by 2 · see citing works
Kuiper, C. J. (2019) · Digital Commons (Liberty University) · Cited by 1 · see citing works
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3 of the 78 references couldn’t be matched to a known paper.
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Identifying the primary dimensions of DevSecOps: A multi-vocal literature review
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Theory and practice in secure software development lifecycle: A comprehensive survey
Otieno, M., Odera, D., & Ounza, J. E. (2023) · World Journal of Advanced Research and Reviews · doi:10.30574/wjarr.2023.18.3.0944 · Cited by 29 · see citing works
Mapping DevOps capabilities to the software life cycle: A systematic literature review
Amaro, R., Pereira, R., & da Silva, M. M. (2024) · Information and Software Technology · doi:10.1016/j.infsof.2024.107583 · Cited by 28 · see citing works
Sanmocte, E. M. T., & Costales, J. A. (2025) · International Journal of Computer Theory and Engineering · doi:10.7763/ijcte.2025.v17.1367 · Cited by 7 · see citing works
Enhancing Expert Interviews: Insights from IS and Digital Transformation Research
Hassmann, T., & Westner, M. K. (2024) · Proceedings of the International Conference on Information Systems Development · doi:10.62036/isd.2024.48 · Cited by 6 · see citing works
Heuristic evaluation of the sport analysis application interface
Ihsan, N., Okilanda, A., Sepriadi, S., Farell, G., Shapie, M. N. M., & Zakaria, J. (2024) · Retos · doi:10.47197/retos.v54.103272 · Cited by 5 · see citing works
Refining the Scrum Paradigm: A Comprehensive Research of Software Development Practices (2020–2023)
Pashchenko, D. S. (2024) · Computing&AI Connect · doi:10.69709/caic.2024.103102 · Cited by 5 · see citing works
DevOps research across a decade: Patterns, trends, and insights with LDA
Patel, A. R., Tyagi, S., & Sharma, D. (2026) · Information and Software Technology · doi:10.1016/j.infsof.2026.108118 · Cited by 2 · see citing works
Assessing the Sustainable Transition in LSPs Industry
Centobelli, P. (2025) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.3161 · Cited by 2 · see citing works
Toward the Implementation of DevOps: A Guide of Tools, Practices and Activities
Acevedo, D., Muñoz, M., Galvan, S., Mejía, J., & Robles, B. D. V. (2025) · Communications in computer and information science · doi:10.1007/978-3-032-04288-0_7 · Cited by 1 · see citing works
An Agile and Adaptable DevOps Framework With Tunable Metrics for Enhanced Process Efficiency
Altuwaijri, F. S. (2026) · IEEE Access · doi:10.1109/access.2026.3651953 · Cited by 1 · see citing works
A Practical Approach of Devsecops Integration in Multi-Tier Web ApplicationsPreprint
Rida, A., Bakhil, A., & Lahcen, A. A. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5337693
Maintainability Measurement Framework in DevOps Settings: A Proposal
García‐Mireles, G. A., Olivero, N. P., & Ávila-George, H. (2025) · Studies in computational intelligence · doi:10.1007/978-3-031-90310-6_5
EXPLORING THE IMPACT OF DEVOPS MATURITY ON PROJECT SUCCESS: A SYSTEMATIC LITERATURE REVIEW
Madhushan, T. (2025) · Desk Research Conference · doi:10.64920/drc2025073
Kumar, A. (2025) · International Journal of Scientific Research and Modern Technology. · doi:10.38124/ijsrmt.v4i10.1434
CONCEPTUAL MODEL FOR THE USE OF DEVOPS AND AI TOOLS IN AGILE PROJECTSPreprint
Feitosa, D. N. M., Penha, R., Filho, J. R. D. C., Galvão, G. S., & da Silva, V. F. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6956551
Yeşilyayla, H. (2026) · Journal of Business Innovation and Governance · doi:10.54472/jobig.1921341
Empirical Evaluation of a DevSecOps Proxy Pipeline for Multi-Tier Web Applications
Rida, A., Bakhil, A., & Lahcen, A. A. (2026) · Future Internet · doi:10.3390/fi18070371
DevSecOps: A Comprehensive Survey of Secure Software Development and Deployment Practices
Shrivastava, D. P. K. (2026) · International Journal of Advanced Research in Science Communication and Technology · doi:10.48175/ijarsct-38515
Ullah, S. (2026) · Journal of Social Research Development · doi:10.59075/jsrd.v7i1.591
Syahputra, M. F., Sarno, R., Febryanto, K. C., Sungkono, K. R., Fauzi, A. A., & Setiawan, H. (2026) · Electrical Power, Electronics, Communications, Controls and Informatics Seminar (EECCIS) · doi:10.1109/eeccis68982.2026.11750573
- Authors
- Amaro, R., Pereira, R., & da Silva, M. M.
- Affiliations
- Iscte – Instituto Universitário de Lisboa (PT)
- Corresponding author
- Amaro, Ricardo
- Venue
- Information & Management
- Publisher
- Elsevier BV
- Published
- 2023-07
- Volume
- 60
- Issue
- 5
- Pages
- 103809
- ISSN
- 0378-7206 (ISSN-L)
- OpenAlex
- W4375851246
- Cited by
- 21
- References
- 78
- Citations by year
- 2026: 8 · 2025: 7 · 2024: 5 · 2023: 1
- FWCI
- 3.80
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Information & Management (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Software Engineering Techniques and Practices
- Social Sciences › Business, Management and Accounting › Management Information Systems › Information Technology Governance and Strategy
- Physical Sciences › Computer Science › Computer Networks and Communications › Software System Performance and Reliability
- Keywords
- DevOps, DevOps adoption, IT organizations, organizational culture, team empowerment, capability measurement
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