Reproducibility package: Electronic health literacy and health self-management in relation to frailty before discharge after PCI: a multicentre cross-sectional study
Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
This record contains the public-safe reproducibility package for the manuscript “Electronic health literacy and health self-management in relation to frailty before discharge after PCI: a multicentre cross-sectional study”. The package includes the analysis scripts, aggregate primary and secondary results, publication figures, LaTeX manuscript source, compiled PDF, software requirements, execution metadata and validation receipts. The study analysed 313 questionnaire records; 312 complete records entered the adjusted association and secondary non-machine-learning analyses. Participant-level questionnaire records, cleaned participant-level rows, centre mappings, fold assignments, out-of-fold predictions and the local TabPFN checkpoint are not included. Reproduction therefore requires authorised access to the controlled participant workbook and the specified TabPFN checkpoint. The package is intended to support transparent verification without releasing restricted participant-level data. The machine-learning results are internal comparisons and centre-holdout stress tests, not external validation or a deployable clinical model.
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The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
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The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
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