class: center, middle, inverse, title-slide # Introduction to the course ## Reproducibilty and open science ### Luke Johnston --- layout: true <div class="my-footer"> <span> <img src="../img/au_logo_black.png" alt="Aarhus University", width="140"> </span> </div> --- # Outline - What is reproducibility - What is open science - Open access - Open data - Open source (code) - What is R and why learn it - Course introduction - What it is (and isn't) - Layout and website - Expected learning outcome - Code of Conduct --- class: center, middle # Question: ## How many know or have heard or know about <u>reproducibility</u>? --- class: center, middle # Question: ## How many know or have heard or know about <u>open science</u>? --- class: center, middle # Question: ## ...or even <u>open access, open data, or open source</u>? --- class: center, middle # How many have read a method in a paper and wondered how they <u>actually</u> did it? ??? Because you are trying to do the same or similar? --- ## Often, (way) more is done than shown in "Methods" .center[ <img 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" width="45%" height="45%" /> ] .footnote[Source: <a name=cite-Kim2018a></a>[Kim, Poline, and Dumas [1]](https://doi.org/10.1093/gigascience/giy077)] --- ## Has anyone ever received confusing code? Or maybe have written your own confusing code? .center[ ![](http://phdcomics.com/comics/archive/phd031214s.gif) ] .footnote[Source: [PhD Comics](http://phdcomics.com/comics/archive_print.php?comicid=1689)] --- class: middle, center # These issues can be fixed by creating and nurturing a culture of openness --- ## Code sharing: From scientific principle of "reproducibility" ... often confused with "replicability" <a name=cite-Plesser2018a></a>[[2](https://doi.org/10.3389/fninf.2017.00076)]<sup>1</sup> -- .pull-left[ ### Replicability - Repeating a study by *independently* performing another identical study - Difficult, usually needs funding - Linked to the "irreproducibility crisis"<sup>2</sup> (covered later) ] -- .pull-right[ ### Reproducibility - Generating the exact same results when using the same data and code - Should be easy right? Wrong, often just as hard - *Question*: If we can't even *reproduce* a studies results, how can we expect to replicate it? ] .footnote[ 1. Also from a American Statistical Association [statement](https://www.amstat.org/asa/files/pdfs/POL-ReproducibleResearchRecommendations.pdf). 2. Or rather "irreplicability crisis". ] --- ## Biomedical studies almost entirely don't publish code with the published paper - Very few papers provide code <a name=cite-Leek2017a></a><a name=cite-Considine2017a></a>[[3](https://doi.org/10.1146/annurev-statistics-060116-054104); [4](https://doi.org/10.1007/s11306-017-1299-3)] - Except bioinformatics, about 60% of studies do -- - Example: In epidemiology, of 90 articles reviewed <a name=cite-Peng2006a></a>[[5](https://doi.org/10.1093/aje/kwj093)]: - 43 (48%) did not report how data was processed - 21 (24%) did not report how analysis was conducted - 0 made code available in any way -- - *Why*? Likely due to: - Lack of awareness and training - Difficulty of adoption - No incentive or reward - Little to no culture to do it --- ## Open science: Terms and meanings .center[ | **Term** | **Meaning** | |:------------|:---------------| | Open science | Freely available, openly licensed .red.bold[*] material for all things related to scientific activity | | Open access | Free, unrestricted, publicly available **published articles** | | Open data | Freely available, re-usable, openly licensed **data** | | Open source/code | Freely available, re-usable, openly licensed **scientific code** used in generating results | ] .footnote[.red.bold[*] We'll cover licenses later.] --- class: middle, center # Goal of this course? Start changing the culture by providing the training. --- ## Course website and layout: - True to our mission, material publicly accessible and [openly licensed](https://rqawr-course.lwjohnst.com/license/index.html) - <https://rqawr-course.lwjohnst.com/> - Course is mix of "code-alongs" and lectures - Interspersed with hands-on exercises -- .pull-left[ ### What we aim to teach (and you learn) - Recognize importance of reproducibility (and open science) - Know and be aware of (some of) the modern tools to use - Know a general workflow for doing analyses - Know in general how to navigate and code in R - How to generally think about data ] -- .pull-right[ ### What you won't learn - No (or minimal) statistics or modelling - No writing skills - No study or experimental design - No spreadsheet or large databases (e.g. SQL) ] --- ## Other considerations - We have a [Code of Conduct](https://dda-rcourse.lwjohnst.com/code-of-conduct/) - Asking for help is as easy as using a sticky on your laptop - We have lots of helpers! - We're all learning here, this is a supportive and safe environment -- ## Resources and further reading - Best practices see <a name=cite-Wilson2014a></a><a name=cite-Eglen2016a></a>[[6](https://doi.org/10.1371/journal.pbio.1001745); [7](https://doi.org/10.1101/045104)] - [Case studies](https://www.practicereproducibleresearch.org/) and lessons for doing reproducibility - Case study in Bioinformatics see [[1](https://doi.org/10.1093/gigascience/giy077)] --- ## References 1 <a name=bib-Kim2018a></a>[[1]](#cite-Kim2018a) Y. Kim, J. Poline, et al. "Experimenting with Reproducibility: A Case Study of Robustness in Bioinformatics". In: _GigaScience_ 7.7 (Jun. 2018). DOI: [10.1093/gigascience/giy077](https://doi.org/10.1093%2Fgigascience%2Fgiy077). <a name=bib-Plesser2018a></a>[[2]](#cite-Plesser2018a) H. E. Plesser. "Reproducibility Vs. Replicability: A Brief History of a Confused Terminology". In: _Frontiers in Neuroinformatics_ 11 (Jan. 2018). DOI: [10.3389/fninf.2017.00076](https://doi.org/10.3389%2Ffninf.2017.00076). <a name=bib-Leek2017a></a>[[3]](#cite-Leek2017a) J. T. Leek and L. R. Jager. "Is Most Published Research Really False?" In: _Annual Review of Statistics and Its Application_ 4.1 (Mar. 2017), pp. 109-122. DOI: [10.1146/annurev-statistics-060116-054104](https://doi.org/10.1146%2Fannurev-statistics-060116-054104). <a name=bib-Considine2017a></a>[[4]](#cite-Considine2017a) E. C. Considine, G. Thomas, et al. "Critical Review of Reporting of the Data Analysis Step in Metabolomics". In: _Metabolomics_ 14.1 (Dec. 2017). DOI: [10.1007/s11306-017-1299-3](https://doi.org/10.1007%2Fs11306-017-1299-3). <a name=bib-Peng2006a></a>[[5]](#cite-Peng2006a) R. D. Peng, F. Dominici, et al. "Reproducible Epidemiologic Research". In: _American Journal of Epidemiology_ 163.9 (Mar. 2006), pp. 783-789. DOI: [10.1093/aje/kwj093](https://doi.org/10.1093%2Faje%2Fkwj093). <a name=bib-Wilson2014a></a>[[6]](#cite-Wilson2014a) G. Wilson, D. A. Aruliah, et al. "Best Practices for Scientific Computing". In: _PLoS Biology_ 12.1 (Jan. 2014). Ed. by J. A. Eisen, p. e1001745. DOI: [10.1371/journal.pbio.1001745](https://doi.org/10.1371%2Fjournal.pbio.1001745). <a name=bib-Eglen2016a></a>[[7]](#cite-Eglen2016a) S. Eglen, B. Marwick, et al. "Towards Standard Practices for Sharing Computer Code and Programs in Neuroscience". In: _bioRxiv_ (Mar. 2016). DOI: [10.1101/045104](https://doi.org/10.1101%2F045104).