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Doing research better
The role of meta‐data 

        David Leon
 Professor of Epidemiology
Sharing Data imperative
• Consensus among Research Funders (MRC, Wellcome
  Trust, ESRC, NIH etc. etc.) that studies they fund should 
  make their data accessible to wider scientific 
  community
• This does NOT mean data is “dumped” onto the web 
  and made freely accessible without restriction
• Emphasis on establishing principle, mechanisms and 
  transparent procedures
• Underpinned by belief that replication, pooling and 
  “new ideas for old data” advance scientific knowledge
Perceived and real costs of data sharing
         (the researchers perspective)
• Intellectual property
• Motivation of researchers (why bother if other 
  researchers feed off my life’s work)
• Huge time commitment to educate 3rd party 
  users and tell them about what data there is, 
  what’s its strengths and weaknesses are etc.
• My team’s time taken up providing datasets 
  and servicing endless requests and queries
LSHTM initiative on
research data (2009‐10)
           David Leon (Chair)
   Taane Clark, Paul Fine, Judy Green
       (Faculty representatives ) 
        Carolyn Lloyd (Librarian)
       Victoria Cranna (Archivist)
        Sheena Wakefield (NST)
http://intra.lshtm.ac.uk/infoman/research/
Useful external links
https://intra.lshtm.ac.uk/infoman/research/research_resources.html
Key recommendations
• Develop portal/gateway for discovery of key data assets;
• Develop web‐based resources for researchers; 
• Develop policies/guidance on : 
–   obtaining appropriately wide consent to permit data sharing, 
–   maintenance of confidentiality and minimising risk of disclosure of identities, 
–   establishment of data access processes and model data sharing agreements, 
–   inclusion of adequate budget lines on new grant applications (reflected in pFACT), 
–   best practice and minimal standards for data documentation; 
• Review institutional incentives for developing meta‐data; 
• Review career pathways for information specialists;
• Introduce staff, taught course and doctoral training on 
  documentation and meta‐data – principles and practice;
• Encourage flag ship data sets/resources to develop high 
  standard meta‐data and access procedures
Recommendations fully accepted 
    by SMT in summer 2011
Improving how we document data:

     Raising standards 
      and lowering barriers
Trolley bus 
syndrome
The codebook is here
   ….  somewhere
We can do better ….
What is meta‐data ?
• It’s data about data
• Two levels :
  – Study‐level description 
     • Setting, numbers of subjects, endpoints, exposure 
       variables, biological samples collected
     • Who to contact to find out more etc.
  – Variable level description
     • Instrument/questionnaire used
     • Frequencies/means/missing values
     • Comments on validity/utility 
Web‐based applications provide 
     high level of functionality
• Enables discovery of data
• Easy to navigate (hyperlinks are great 
  strength)
• Can combine access to meta‐data with 
  documentation of instruments including 
  protocols, questionnaires etc.
• As appropriate allows “drill‐down” from study 
  level to variable‐level
Up‐sides of good (web‐based) 
       variable‐level meta‐data
• Facilitate analysis by existing researchers
• Reduce induction of new researchers in own 
  group or visitors
• Reduce costs of providing data to bona fide 3rd
  party researchers
• Easy to edit, add to and update
• Can have “shopping‐basket” facility
Down‐sides of web‐based variable‐
          level meta‐data
• Requires investment 
  – Funders claim they will pay
• Not appropriate for all studies (scale, duration 
  of future use)
• Lack of clarity about best platform 
  – DDI3 – open source looks very promising
• Limited experience at LSHTM
Some examples …
URLs

• Aberdeen Children of the 1950s cohort study
         http://www.abdn.ac.uk/aconf/
• Izhevsk Family Study (registration required)
         http://www.ifsmetadata.info/
But … no one size fits all !
Next steps at LSHTM
Research Data Management 
            Steering Group
• Established January 2012 by the Senior 
  Leadership Team
• Chaired by Professor Anne Mills (Deputy 
  Director Research)
• Time limited
• Links to other initiatives (eg LSHTM Research 
  Online)
• Resources obtained from WT (> Gareth Knight)

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