Deakin University Library

Deakin University Library

Manage and share data

The data that is created from research is a valuable resource that should be described, shared and preserved. Guidance and tools are provided here for assisting in managing your data.

Describe

Describing your research data helps others to discover your work. This makes your research more transparent and supports research integrity.

The metadata which describes your research data will be harvested by Research Data Australia, Google Scholar and other search engines through Deakin Research Online (DRO). This helps expose your research to opportunities for further research to build on your results.

Deakin University has a curatorial responsibility to the research data that you create over the course of your research. This research is defined in the Research Conduct Policy as:

Including, but not limited to, physical samples, photographs, written or audio-visual recordings, artwork, questionnaires or other instruments, fieldwork notes, and other items which are the sources of data or themselves constitute data in a research project.
Your obligations

When describing and making your research data accessible, you are fulfilling your obligations for the following requirements:

  • Deakin University's Research Conduct Policy (clause 14-16)
  • the Australian Code for Responsible Conduct of Research (The Code), (clause 2.5.2) states that research data should be made available for use by other researchers unless this is prevented by ethical, privacy or confidentiality matters
  • The Code (clause 2.6.5) also requires you to maintain a catalogue of research data in an accessible form
  • the ARC discovery grants funding rules, 2013 & 2014 (clause 13.3.2) states that the Final Report must outline how data arising from the Project has been made publicly accessible where appropriate
  • the NHMRC notes that if a researcher is not intending to deposit the data from a project in a repository within a six month period, s/he should include the reasons in the project's Final Report.

Benefits

Creating a descriptive record of a research data enables:

  • sharing of your data, helping to raise your research profile
  • increased impact and recognition of your work
  • increased citation of your data, acknowledging your contribution
  • the creation of new opportunities for collaboration and exchange
  • future research to build on your data
  • transparency and supports research integrity
  • better management of research data
  • recording of data collected at a specific point of time that cannot be repeated
  • Deakin research datasets to be harvested by Research Data Australia (RDA)
  • validation of your findings by others
  • support for the responsible communication of research results
  • reuse by researchers in other fields for different purposes
  • discovery into the future by others.

Share

There are valid and important reasons for sharing your data. Sharing your data ensures that it can be accessed and cited in the long term.

Sharing your data:

  • will contribute to building research partnerships; nationally and internationally
  • will increase your citation rates
  • may be a requirement of your funding or of publishing your research
  • is an essential part of your responsibility as the principal investigator in documenting and establishing ownership and rights through a good data management plan before a research project commences.

Providing open access to data through repositories has had significant research impact and is increasingly considered a major element in the publishing process.

This access can be provided through the descriptive metadata in Deakin Research Online (DRO) and Research Data Australia (RDA), enabling discovery. Discovery is also possible through subject repositories in Australia and internationally.

Access conditions

You can ensure valuable data collections are made publicly accessible either in the early stages of your research or when you have completed your research.

Concerned about your publishing options?

You can still provide the metadata to your work and restrict access to your data by placing an embargo until you publish, or consider releasing your data successively, for example as you publish your results.

You set the rules.

Determining access to data in the early stages of a project will help establish where the data will be stored and under what conditions the data may be accessed.

You set the rules for access to your data. Access at Deakin University is provided either by a direct link to the data store or through the contact details you provide.

What type of permission or consent should be considered?

You will need to obtain written consent from participants for the further use of their data, or the researchers seeking access to the data will need to obtain a waiver of consent under the applicable legislation.

Ensure that where data must be stored in identifiable form, that appropriate consent is obtained from the original participants for the reuse of their information.

Access to personal information is governed by complex laws and guidelines. In this case you should contact an Ethics Advisor to discuss the proposed access and obtain tailored advice. If you have questions about reuse of your data and the ethics approval change process, first check the appropriate section of Human Research Ethics Guidelines.


Policies and enablers

Deakin University's Research Conduct Policy (clause 16) supports the dissemination of research data as freely as practicable, subject to privacy, contractual and intellectual property requirements.

In addition, The Australian Code for the Responsible Conduct of Research states that research data should be made available for use by other researchers unless prevented by ethical, privacy or confidentiality matters (clause 2.5.2).


Restrictions

There are valid reasons why you may not be able to share all or part of your data, such as:

  • confidentiality
  • legal issues
  • ethics
  • sensitivity issues
  • to protect future publication of your results.

You may need to de-identify data in order to share it, but must ensure that it may not be re-identified when used in conjunction with other related data files.

Some research data may need to remain confidential because of:

  • contracts with sponsors
  • to protect Intellectual Property
  • to protect privacy or confidentiality of research participants
  • to protect the copyright of others.

Copyright and licensing
Benefits

The Australian National Data Service (ANDS) identifies these practical reasons for sharing:

  • research results can be verified
  • research into multi-disciplinary issues like climate, water, health and energy can draw data from different fields
  • data that cannot be duplicated are preserved
  • time series can be created
  • duplication of effort can be avoided.

The US National Institutes of Health (NIH) lists the goals that are achieved by sharing data as:

  • reinforcing open scientific inquiry
  • encouraging diversity of analysis and opinion
  • promoting new research, testing of new or alternative hypotheses and methods of analysis
  • supporting studies on data collection methods and measurement
  • facilitating education of new researchers
  • enabling the exploration of topics not envisioned by the initial investigators
  • permitting the creation of new datasets by combining data from multiple sources.

Preserve

Preserving research data helps to keep it accessible and usable into the future, despite changes in technology and possible hardware failures. Preservation planning should be a key element of your research project.

Well-managed data ensures your research findings can be replicated, and your conclusions backed up with evidence. Long term, preserving research data saves time and money by preventing duplication of research, and improves the quality of future research by providing new opportunities for existing data.

Preservation of research data should include not just the datasets themselves, but any related files giving the datasets context; for example, email discussions, methods of analysis, research parameters.

Data at Deakin University

Data preservation is critically important as the cost of acquiring, processing and analysing data in the first place can be very high. There are also various institutional and funding body requirements that may require data be preserved for certain periods:

  • the Deakin University Research Conduct Policy (Clause 14-28) outlines the required minimum periods for retention
  • the Australian Code for the Responsible Conduct of Research Section 2 specifies the minimum period for retention of research data, with actual periods determined by the specific type of research.

It is strongly recommended that, wherever possible, research data be stored in the University's data store or network storage, ensuring it is backed up regularly and readily available to team members when required. It will also ensure long-term access by providing persistent identifiers.

Sometimes personal hard drives or external storage devices such as DVDs or USBs suit are more convenient than network storage. If you do choose to rely on non-network devices, always ensure you store the master copy of your data on the network, as it is all too easy to lose portable devices, or the data corrupted.


Data preservation techniques and tips

You should prepare for data preservation from the start of your project. The earlier you start planning, the easier it will be to ensure your data remains durable and accessible into the future.

Here are some things to consider:

File formats

  • file formats may become obsolete over time
  • it is therefore important to ensure the file formats you use to store your data are widely adopted, have a history of backward compatibility, and an open specification
  • a guide to current robust file formats may be found at the UK Data Archive.

Software

  • like file formats, software may also become obsolete
  • choose software that is widely used and well supported; and ideally, which uses file formats that are widely adopted.

File store media

  • store your data on a network drive, to ensure the data is properly backed up and can be migrated to other media if needed.

Version control

  • when multiple members of a research team have access to the same data files, it can be difficult to track changes from one person to the next. This makes version control very important
  • if the software you are using does not support version control (e.g. Microsoft Word), you may need to set up explicit rules to ensure version tracking of files
  • this could include keeping a single master copy of the files, including date/times as part of the file names.

Back-up strategies

  • if you are not using network storage, ensure you regularly move your data onto fresh media, to guard against media degradation
  • ensure you have a robust back up strategy that includes off-site storage. There are many tools and services available that will perform automatic backups at scheduled times; for instance Windows' own built-in tools
  • regularly restore and check files to ensure that your backup strategy is working as expected.

Ownership and access

  • allocate responsibility for data preservation to a member of your research team
  • determine who will require access to your preserved data files and who will have ongoing responsibility and ownership of the data to avoid lost data if staff move on.

Retention

  • determine how long your data should be kept, in compliance with the Deakin University Research Conduct Policy (Clause 14-28) and Australian Code for the Responsible Conduct of Research Section 2.

File organisation and file naming conventions

  • organise your files in a tiered folder structure, with folder and file names clearly descriptive of the contents
  • this helps to ensure particular files are easily located and specific data is more easily findable.

Data repositories

At any stage of your project, you can deposit your data in a data repository such as Deakin University's data store, Deakin Research Online (DRO) or a subject-specific data centre or archive. This can be a requirement of the funder or publisher of your research. Some examples of subject-specific archives include:


Research projects

Deakin University is undertaking a variety of projects to improve the management and sharing of research data collections. The projects have a collaborative approach with representatives from the Library, Deakin Research, eSolutions and the Faculties.

Deakin Metadata Store Project

The Deakin Metadata Store Project began in June 2012 and will conclude in June 2013. Funded by the Australian National Data Service, the project will implement a solution to enable Deakin researchers to describe their research data collections and make these descriptions available to a wider audience.

While the Seeding the Commons Project developed manual processes to capture descriptions of data collections, the Deakin Metadata Store Project will take this to the next level by automating the capture of information wherever possible and developing sustainable processes for the capture of research data collection descriptions.

The Project Board is made up of representatives from eSolutions, Deakin Research, the Library and the Faculties. This partnership is crucial to the success of the project.

The intended benefits of the project are to:

  • increase the impact of the research that Deakin's researchers are undertaking improve opportunities for research collaboration enable Deakin's researchers to gain citations for sharing their data (where appropriate)
  • raise the profile of Deakin's researchers
  • assist Deakin's researchers to fulfil obligations as outlined in the Australian Code for the Responsible Conduct of Research.

Research Data Management Project

The internally funded Research Data Management Project began in August 2012 and will conclude in August 2013.

While the Deakin Metadata Store Project will deliver the technology and processes to enable descriptions of research data collections to be developed and shared, the Research Data Management Project will deliver technology and processes to assist the researcher to effectively manage their research data by using central services that will ensure the security and longevity of their data.

This project will deliver:

  • A Data Management Planning Tool to assist researchers to plan for the management of their research data.
  • An enhanced research data store that automates the creation of share spaces for research data collections, integrates with the Data Management Planning Tool, has archiving capabilities, has built in file management tools, and allows the researcher to share their research data with a broader audience (where appropriate).
  • A documented business process that clearly shows activities to be undertaken to manage research data at relevant stages of the research lifecycle.
  • An online research data management guide.
  • A communication and awareness program for researchers to encourage them and empower them to manage their research data effectively.

As with the Deakin Metadata Store Project, the Research Data Management Project Board is made up of representatives from eSolutions, Deakin Research, the Library and the Faculties. This partnership is crucial to the success of the project.


Seeding the Commons

Concluding in May 2012, the Seeding the Commons project (funded by the Australian National Data Service) contributed to ongoing improvement in the capture, management and discovery of research data at Deakin University.

Tools

Data Management toolkit

The Library has produced a Data Management toolkit for researchers, designed as a guide based on the Model Data Management Toolkit for Researchers (2008), Legal Framework for e-Research Project and Open Access to Knowledge (OAK) Law Project - QUT.

It is designed as a checklist - prompting you to answer a series of questions regarding ownership and rights relating to research data. This data management toolkit has been designed with researchers in mind. It provides guidelines on implementing a data management plan, and can assist you in ascertaining responsibilities in relation to managing your data.


Mantra Data Management Training

Mantra is a free online data management training course that has been developed by the University of Edinburgh's data centre, EDINA. The course provides guidelines for good practice in research data management for researchers who work with digital data and would like to learn more about managing their research data.

Creative Commons licence logo

Research Data MANTRA online course by Data Library and EDINA, University of Edinburgh is licensed under a Creative Commons Attribution 2.5 UK: Scotland License.

FAQs

What is research data?
Deakin University defines research materials (i.e. data collections) in the Research Conduct Policy as including, but not limited to, physical samples, photographs, written or audio-visual recordings, artwork, questionnaires or other instruments, fieldwork notes, and other items which are the sources of data or themselves constitute data in a research project.

How do I know if my data is important?

  • all data are important
  • data that cannot be repeated is especially important.

Why share information about my data?
If you are a Deakin researcher, you may be interested in contributing a description of your research data to DRO and Research Data Australia (RDA) which provide a platform for discoverability and collaboration of your research data.

What is the purpose of RDA?
RDA is designed to promote visibility of research data collections and to encourage their re-use through a web site describing data collections produced by or relevant to Australian researchers.

What are the benefits of sharing my data in DRO?

  • descriptions of data collections in DRO will promote awareness of research at Deakin University and the researchers associated with it
  • it is highly visible in search engines such as Google Scholar
  • it will facilitate sharing within conditions that you set.

Where do I provide the information about my data so it can be described?
Through the online self submission tool which feeds data to both DRO and RDA. Some of the information you provide through the Data Management Planning Tool (DMPT) will pre-fill the self submission tool.

Will I still control my data?
You set the rules for access to your data. Some options are:

  • providing contact information for access
  • providing a secure link to your data.

When should I not share my data?
Some research data may need to remain confidential because of:

  • contracts with sponsors
  • to protect Intellectual Property
  • to protect privacy or confidentiality of research participants
  • to protect the copyright of others.

My dataset involves humans, doesn't identify individuals, but I didn't specify that it would be reused by others. Can I share it?

  • you do not need approval to make available to others human data that do not identify individuals unless assurances were given to participants that this would not be done
  • any researcher wishing to use it must complete whatever review or exemption process is required for their institution. At Deakin this is covered by an exemption process.

Individuals may be identified in my data, but they are very valuable for further research. Is there any way in which I may share them?

  • you may de-identify data in order to share it, but must take care to ensure that it may not be re-identified when used in conjunction with other related data files
  • ensure that where data must be stored in identifiable form, that appropriate consent is obtained from the original participants for the reuse of their information
  • if sharing the data was not part of your original plan you will need to obtain written consent from participants for the further use of their data, or the researchers seeking access to the data will need to obtain a waiver of consent under the applicable legislation. Access to personal information is governed by complex laws and guidelines. In this case you should contact an Ethics Advisor to discuss the proposed access and obtain tailored advice.

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21st May 2013