Learning from reproducing computational results: introducing three principles and the Reproduction Package.

We carry out efforts to reproduce computational results for seven published articles and identify barriers to computational reproducibility. We then derive three principles to guide the practice and dissemination of reproducible computational research: (i) Provide transparency regarding how computational results are produced; (ii) When writing and releasing research software, aim for ease of (re-)executability; (iii) Make any code upon which the results rely as deterministic as possible. We then exemplify these three principles with 12 specific guidelines for their implementation in practice. We illustrate the three principles of reproducible research with a series of vignettes from our experimental reproducibility work. We define a novel Reproduction Package, a formalism that specifies a structured way to share computational research artifacts that implements the guidelines generated from our reproduction efforts to allow others to build, reproduce and extend computational science. We make our reproduction efforts in this paper publicly available as exemplar Reproduction Packages. This article is part of the theme issue 'Reliability and reproducibility in computational science: implementing verification, validation and uncertainty quantification in silico'.

Can written information material help to increase treatment motivation in patients with erectile dysfunction? A survey of 1188 men.

Although erectile dysfunction (ED) prevalence is high, patients and physicians often have problems discussing this issue. This study examines whether written information material increases motivation to seek treatment in patients with ED. For the study, persons were able to order information material about sexual problems within the context of a public campaign. From a total of 70,000 responders, 8000 persons were asked to fill out an epidemiological questionnaire. The response rate yielded 18.4%, the data of 1188 men with ED were analyzed. As a result of the information material, 28.3% of the untreated men intended to seek treatment and 38.5% of the men who had not spoken with their physician about their problem, planned to do so now. Nearly all responders were satisfied with the information material. These data reflect the usefulness of written information for men with ED. It not only serves as an informational source for patients but may also encourage them to seek treatment.