Making Reproducibility Reproducible
Modern data science requires reproducible and functional work environments, not just ephemeral re-execution for validation.
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Modern data science requires reproducible and functional work environments, not just ephemeral re-execution for validation.
In more than a dozen academic fields-largely STEM related-not a single black student earned a doctoral degree in the US in 2017.
Networking is a crucial skill for all scientists. Ruth Gotian offers tips for those who struggle to make it work.
Debate around embargo periods heightens as Plan S deadline draws near. "Embargoes are just there to serve the interests of the publishers” says Robert-Jan Smits, the former lead architect of Plan S who is now president of Eindhoven University of Technology.
Is it every day or just every week that we see an announcement of a new “transformative agreement” between a publisher and a library or library consortium? Or, if not a press release announcing such an agreement, a statement that such is the goal of a newly opened — or perhaps faltering — set of negotiations? What makes an agreement transformative anyway?
Jonathan and Chris interview Brian Nosek, a professor of psychology and the co-founder and director of the Center for Open Science. They discuss problems and solutions in modern scientific research, such as committing scientists.
As journals, societies, and funders have engaged with the reproducibility movement, we are starting to see early signs that university policies are moving in the right direction as well.
A workshop run by DORA identified a number of ways to reduce bias in hiring and funding decisions.
The authors of the preprint "Use of the Journal Impact Factor in academic review, promotion, and tenure evaluations" discuss their investigation and their findings on how the flawed metric is currently used in tenure and promotion decisions in universities across North America.
When social scientists think about big data, they often think in terms of quantitative number crunching. However, the growing availability of ‘big’ qualitative datasets presents new opportunities for qualitative research.
David Goodsell's scientifically precise watercolor paintings of the cells and microbes he studies grace journal covers and impress colleagues.
Nature Human Behaviour and the Behavioural and Social Sciences Community invite researchers across all career stages and disciplines to share their thoughts on publishing while training for a PhD. A broad selection of submissions will be published as World Views in Nature Human Behaviour or will be posted on the Behavioural and Social Sciences community page. Send us a short presubmission enquiry now!
As open access Plan S draws closer editors start to re-evaluate the business case of academic publishing, and their role in it. A major investigation reveals that editors at academic journals can make up to five figure salaries.
Work-life balance is not a detriment to excellent research, or an optional bonus, but an integral part of it.
A pilot program gives authors another way to publish OA while enjoying the benefits of an established journal.
UKSG Breakout session: Increasing Engagement with Digital Collections.
For Karen Uhlenbeck, winner of the Abel Prize for math, a whimsical phenomenon offers a window onto higher dimensions.
Introducing Five Essential Factors, our latest white paper. Over the past two years, we've heard from more than 11,000 researchers about their views on data sharing, what they do in practice and the challenges they face. Building on that understanding, today we have released a whitepaper which proposes five key factors to make data management and sharing "business as usual" for all researchers.
The neuroscientist talks about her website to expose sexual 'harassholes' in science
This is Module 1 of the Open Science MOOC. This course is totally SELF-PACED, meaning it can be completed whenever you want and in your own time. Rationale: To innovate in a field frequently implies moving against prevailing trends and cultural inertia. Open Science is no different. No matter how convinced you are, you will come across resistance from peers and colleagues, and the best defence is strong personal conviction that what you are doing may not be perfect now, but is the right decision in the long run. This module will introduce the guiding principles of the 'open movement', the different actors involved, and the impact that they are having. Learning outcomes You will be able to describe the ethical, legal, social, economic, and research impact arguments for and against Open Science. After deciding which platforms/tools/services are most useful for themselves and their community, you will develop a personal profile for showcasing your research profile and outputs. After reflecting on the status of Open Science within your research group or lab, you will devise concrete ways to locally improve open practices. Using the guidelines published by their research laboratories, departments, or institutes, you will identify the policies for career progression and assessment, publishing and open access, data sharing, and intellectual property. Resources: Open Principles There are two tasks that are optional as part of this module: Defining how Open Science affects you. Developing your digital researcher profile. These tasks are OPTIONAL. You do NOT need to complete them in order to finish this module. They are, however, strongly recommended still. To complete this module, the only thing you need to do is complete the quiz! Once you have done that, you get this cool certificate to proudly display (the real one is bigger and nicer). Citation: We strongly encourage maximal sharing, re-use, and remixing of all content available for this module. It is also openly-licensed (CC0 or CC-BY at source) and copyright free as such. To cite this work, please use: Jon Tennant; Bruce Caron; Jo Havemann; Samuel Guay; Julien Colomb; Eva Lantsoght; Erzsébet Tóth-Czifra; Katharina Kriegel; Justin Sègbédji Ahinon; Cooper Smout & Gareth O'Neill. (2019, March 16). OpenScienceMOOC/Module-1-Open-Principles 2.0.0 (Version 2.0.0). Zenodo. http://doi.org/10.5281/zenodo.2595951 Other live modules: Module 5: Open Research Software and Open Source
Visible progress has been made in publishing - researchers are no longer bound by the limits of geography or the contents of their local library - but is the potential being truly maximised?
Why Germany is becoming a career destination for many researchers.
Hard-drive failures are inevitable, but data loss doesn't have to be.
Martin Paul Eve, Co-director and Co-founder the Open Library of Humanities was interviewed as part of the Insights into the Economy of Open Scholarship collection of interviews.
Digital information carries a significant risk of disappearing, as one of the “fathers of the Internet” Vint Cerf has been warning.