Impact of Software Engineering Research in Practice

Dataset of the research paper: Impact of Software Engineering Research in Practice Existing work on the practical impact of software engineering (SE) research examines industrial relevance rather than adoption of study results, hence the question of how results have been practically applied remains open. To answer this and investigate the outcomes of impactful research, we performed a quantitative and qualitative analysis of 4 335 SE patents citing 1 668 SE papers published between 1975–2017. Moreover, we conducted a survey study on 413 authors of 501 top-cited and awarded publications, achieving 25% response rate. Overall, researchers have equipped practitioners with various tools, processes, and methods, and improved many existing products. SE practice seems to value knowledge-seeking research and is impacted by diverse cross-disciplinary SE areas. Practitioner-oriented publication venues appear more impactful than researcher–, while industry-related tracks in conferences could enhance their impact. Some research works did not reach a wide footprint due to limited funding resources or unfavorable cost-benefit tradeoff of the proposed solutions. The need for higher funding in SE research could be corroborated through a dedicated empirical study. In general, the assessment of impact is subject to its definition. Therefore, academia and industry could jointly agree on a formal description to set a common ground for subsequent research on the topic. The following data files are included. ./fields: engi-fields.csv: Publication and PhD dissertation counts of main engineering branches engi-fields-queries.txt: Queries applied to Elsevier's Scopus and Open Access Theses and Dissertations databases to retrieve the publication and dissertation counts ./patents: sample-se-references-verified.csv: Manual verification of a random sample of references by software engineering (SE) patents to SE papers se-cpc.tsv: Manually-identified SE-related Cooperative Patent Classification (CPC) categories se-references-in-patents.csv: SE references made by SE patents to SE papers ./patents/litigation: case-values.csv: Manually-retrieved litigation damages of citing SE patents lit-per-paper.csv: Litigation cases of citing SE patents ./patents/maintenance: maint-code-fee-mapping.csv: Mapping of patent maintenance fee codes to their fee values maint-fees.csv: Fee values of maintenance fee codes maint-per-paper.csv: Maintenance fee events of citing SE patents ./patents/reports: lit-sum-per-paper.csv: Counts and total damages of litigation cases of patent-cited SE papers maint-sum-per-paper.csv: Counts and total values of maintenance fee events of patent-cited SE papers patent-ref-counts.csv: SE patent citation counts of patent-cited SE papers ./survey: icse-bp.csv: Distinguished papers of the International Conference of Software Engineering (ICSE) icse-mip.csv: Most influential ICSE papers icse-top.csv: Most-cited ICSE papers survey-questionnaire.pdf: The survey questionnaire tosem-top.csv: Most-cited papers of the IEEE Transactions on Software Engineering (TSE) tse-top.csv: Most-cited papers of the ACM Transactions on Software Engineering and Methodology (TOSEM) ./survey/manual-coding: feedback.txt: Manual coding of survey feedback practical-impact.csv: Manual coding of responses about practical impact of work practical-impact-lack.csv: Manual coding of responses about lack of practical impact research-methods.txt: Manual coding of additional research methods of surveyed papers state-of-practice.csv: Manual coding of responses about changes in state of practice ./venues: se-venues.csv: Top SE venues according to Google Scholar Metrics se-venues-impact.csv: SE patent citations and patent-based impact factors of SE venues se-venues-scopus-queries.txt: Queries applied to Scopus to retrieve the publication counts of the SE venues