Research Data Management Training  Overview    Research Data management Training Working Group: Approach and  Methodology    Guiding principles  ●



● ● ● ● ● ● ● ● ● ● ● ● ●

Researcher as the target audience. A review of the Seeding the Commons project  activity revealed a need to focus engagement with researchers on their needs and to  embed awareness raising around research data management into researcher’s practice.  Although not targeted toward support staff (such as research office, IT, library), content  is suitable to support a train­the­trainer approach.    Approaches to learning and development are not identical across ANDS and Intersect.  As a joint initiative, project outcomes support a flexible approach to session delivery and  audience.  Work in partnership with the institution to customise a training session based on an  understanding of needs, strategies and policies concerning data management.  Communicate good practice in data management  Outcomes address researcher responsibilities for research data management and  planning  Content developed at a practical level and with a pragmatic approach  Provide Australian context to national policy and funder requirements (but not limited to)   ​ Content developed for face to face delivery and to facilitate discussion   ​ Course delivery should provide the opportunity for discussion and feedback  Content lends itself to online delivery with additional scaffolding to support  Content provides a foundation course which lends itself to flexible customisation for  localised delivery  Content development and content review completed independently  Take away resources or tools are available to the session participant  Course delivery should be engaging  Duration of training course is approximately a two to three hour session. 

  

Content development    Key resources utilised to inform and/or to provide content include:    ● U.K Data Archives Managing and Sharing Data, 2011.  ● Resources of the Australian national Data Service (website)  ● Australian Code for the Responsible Conduct of Research  1 of 4 

● ●

Various university research data management sites including Cambridge, University of  Western Australia, Monash, and Griffith  Practical Data Management: A Legal and Policy Guide (OAK Law Project, 2008) 

        Process:    ● Identify research project lifecycle  ● Identify research data management elements  ● Map research data management elements across the project lifecycle to ensure  coverage for content development   

Content Review    Reviews were held by way of pilot training sessions  and requests for feedback from a reference  group. The review sought to ensure materials were:  ● Fit­for­purpose (see: Guiding principles)  ● Appropriate for the proposed method of delivery  ● Written so as to be inclusive with consistent language throughout    

Course Delivery     ● ● ●

Course resources are available to trainers (training materials, session outline, etc)  Courses may be delivered face­to­face or online via videoconferencing.  Some institutions may wish to take the content and manage delivery in­house.  Others  may seek collaboration with support agencies.  The session may be delivered in a  variety of ways, such as:  ○ solely by university staff  ○ solely by Intersect and/or ANDS staff  ○ by a mix of institutional and external staff.  ○ train the trainer sessions for relevant university staff  ○ team­training (Intersect/ANDS trainer buddies with university staff member to  provide support for co­delivery) 

  Course Resources     The course resources are as follows:  1. Trainer slide set with speakers notes embedded  2. Session plan  3. Course outline  4. Evaluation form 

  2 of 4 

Licencing    These materials are licenced under a Creative Commons Attribution­Share Alike (Version 3.0  CC Australia ported licence) licence.    Further information about this licence can be obtained below:    http://creativecommons.org.au/learn/licences/         

Acknowledgments  In addition to the works explicitly cited within the slide template presentation, we would like to  acknowledge the following works which were consulted during the compilation of this training  package: 

  The conundrum of sharing research data. Christine L. Borgman, 5 April 2012, DOI:  10.1002/asi.22634  Uhlir, P.F., & Cohen, D. (2011). Internal document. Board on Research Data and Information,  Policy and Global Affairs Division, National Academy of Sciences. 18 March 2011.  ANDS page on Funder requirements. ​ http://www.ands.org.au/datamanagement/funding.html  Griffith University. ​ Best practice guidelines for researchers.  Managing research data and  primary materials.  http://www.griffith.edu.au/__data/assets/pdf_file/0009/528993/Best_Practice_Guidelines.pdf  University of Cambridge ​ Support for managing research data.​   http://www.lib.cam.ac.uk/dataman/pages/naming.html  University of Western Australia ​ Research data management toolkit,​  and Monash University  Research data guidelines  http://guides.is.uwa.edu.au/content.php?pid=319161&sid=2616225  http://monash.edu/library/researchdata/guidelines/ownership/#Use    OAK Law Project ​ Practical data management: A legal and policy guide.​   http://eprints.qut.edu.au/14923/  ANDS page on Ethics, consent and data sharing.  http://www.ands.org.au/guides/ethics­working­level.html  Piwowar HA, Day RS, Fridsma DB (2007) ​ Sharing Detailed Research Data Is Associated with  Increased Citation Rate​ . PLoS ONE 2(3): e308. doi:10.1371/journal.pone.0000308.  

  We wish to give due attribution to the following images, licensed under Creative Commons and  released to the Public Domain, used within this presentation:  ●

https://commons.wikimedia.org/wiki/File:Edison_Lightbulb_Drawings_2_Mus%C3%A9e_ des_Lettres_et_Manuscrits.jpg  3 of 4 

● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ●

https://commons.wikimedia.org/wiki/File:Grand_Turk(34).jpg  https://commons.wikimedia.org/wiki/File:DNA_Sequencing_Cost_per_Genome_Over_Ti me.jpg  https://commons.wikimedia.org/wiki/File:Orange­Fruit­Pieces.jpg  https://en.wikipedia.org/wiki/File:AMS_Euler_sample_text.svg  https://commons.wikimedia.org/wiki/File:Video_Camera.JPG  https://upload.wikimedia.org/wikipedia/commons/2/2b/VariableFrequency.jpg  https://commons.wikimedia.org/wiki/File:Ant_SEM.jpg  https://commons.wikimedia.org/wiki/File:Digital_Elevation_Model_­_Red_Rocks_Amphit heater,_Colorado.jpg  https://commons.wikimedia.org/wiki/File:Old_book_bindings.jpg  https://commons.wikimedia.org/wiki/File:Game_of_life_fpento.svg  https://commons.wikimedia.org/wiki/File:Amsterdam_­_Hats_­_0931.jpg  https://commons.wikimedia.org/wiki/File:Antonov_An­225_landing_at_Gostomel_Airport.j peg  https://commons.wikimedia.org/wiki/File:Hard_disk_Western_Digital_WD740_1_(dark1).j pg  https://commons.wikimedia.org/wiki/File:SanDisk_Cruzer_Micro.png  https://commons.wikimedia.org/wiki/File:Compact_disc.svg  https://commons.wikimedia.org/wiki/File:Floppy_disk_2009_G1.jpg  https://commons.wikimedia.org/wiki/File:Delorean_DMC­12_Time_Machine_in_San_Fra ncisco.JPG  https://commons.wikimedia.org/wiki/File:FA­18_Hornet_breaking_sound_barrier_(7_July _1999)_­_filtered.jpg 

4 of 4 

Research Data Management Training - GitHub

Overview. Research Data management Training Working Group: Approach and. Methodology ... CC Australia ported licence) licence. ... http://www.griffith.edu.au/__data/assets/pdf_file/0009/528993/Best_Practice_Guidelines.pdf. University of ...

158KB Sizes 6 Downloads 332 Views

Recommend Documents

Problem Statement Data Layouts Unique Research ... - GitHub
Cluster C Profile. HDFS-EC Architecture. NameNode. ECManager. DataNode. ECWorker. Client. ECClient. BlockGroup. ECSchema. BlockGroup. ECSchema. DataNode. DataNode. DataNode … ECWorker. ECWorker. ECWorker. BlockGroup: data and parity blocks in an er

Funded Research Projects in Data Science - GitHub
logs, social media posts and blogs, satellites ... Due to the proliferation of social media, sensors, and the Internet of. Things .... “troll” on an Internet Web site simply ..... levels of “bad” cholesterol that sometimes kills adults in the

Test Harness Training - GitHub
Jun 29, 2016 - operational Analytic Development Test. Harness is now ..... Open the Data Modeling Manager Tool. openECA Client app starts the web tool ...

Training ConvNets with Torch - GitHub
Jan 17, 2014 - ... features + SVM. – Neural Nets (and discuss discovering graph structure automařcally). – ConvNets. • Notebook Setup ... Page 9 ...

Training Data Selection Based On Context ... - Research at Google
distribution of a target development set representing the application domain. To give a .... set consisting of about 25 hours of mobile queries, mostly a mix of.

Javascript Data Exploration - GitHub
Apr 20, 2016 - Designers. I'm a sort of. « social data scientist ». Paris. Sciences Po médialab. I just received a CSV. Let me grab my laptop ... Page 9 ...

Tabloid data set - GitHub
The Predictive Analytics team builds a model for the probability the customer responds given ... 3 Summary statistics .... Predictions are stored for later analysis.

RStudio Data Import - GitHub
“A data model in which the data is organized into a tree-like structure” - Wikipedia. Page 10. WHAT IS XML, HTML AND JSON? XML: Extensible Markup ...

Data Science - GitHub
Exploratory Data Analysis ... The Data Science Specialization covers the concepts and tools for ... a degree or official status at the Johns Hopkins University.

What might research resolve? - GitHub
Call to action. • Call to action .... •Detecting luminous infrared galaxies (LIRGs) at redshift 7 will ... of view, and want to detect a 5 × 109 Mٖ galaxy at z ~ 2 (need ...

My precious data - GitHub
Open Science Course 2016 ... It's part of my contribution to science community ... Exports several formats (pdf, docx, csv, text, json, html, xml) ... http://dataverse.org/blog/scientific-data-now-recommends-harvard-dataverse-all-areas-s · cience ...

Open Data Canvas - GitHub
Top need for accessing data online. What data is most needed? Solution. How would you solve this problem? ... How big is the universe of users? Format/Use.

data tables - GitHub
fwrite - parallel file writer. SOURCE: http://blog.h2o.ai/2016/04/fast-csv-writing-for-r/ ... SOURCE: https://www.r-project.org/dsc/2016/slides/ParallelSort.pdf length.

Reading in data - GitHub
... handles import from SPSS. Once installed, the package contents can be loaded into R (made available to the R system) with the function call. > library(Hmisc) ...

meteor's data layer - GitHub
Full-stack JavaScript Framework for both Web and. Mobile. □. Built on top of the NodeJs. □. Open Source. □ ... Meteor doesn't send HTML over the network. The server sends data ... All layers, from database to template, update themselves ...

routine management system - GitHub
10. Figure 4 - Sample Data Set of Routine Management System . .... platform apps, conventional software architectural design patterns may be adopted and ...

B2SAFE metadata management - GitHub
The B2SAFE service provides a set of functions for long term bit stream data preservation: ... across a broad range of disciplines and applications .2 ... .uk/sites/default/files/documents/resource/curation-manual/chapters/metadata/metadata.pdf ...

RN-171 Data Sheet - GitHub
Jan 27, 2012 - 171 is perfect for mobile wireless applications such as asset monitoring ... development of your application. ... sensor data to a web server.

Data Management Challenges in Production ... - Research at Google
Issues propagate through the system (bad serving data ⇒ bad training data ⇒ bad models). ○ Re-training .... Provides automatic control of false discoveries (multiple hypothesis testing error) for visual, interactive .... A system to help users

Data Management Challenges in Production ... - Research at Google
... Deep Learning for Detection of Diabetic Eye Disease, Google Research Blog .... High-level data activities. Fixing. Understanding. Preparation. Validation. 24 ...