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Reputation
 as incentive
      Heather	
  Piwowar	
  @researchremix	
  
      DataONE	
  postdoc	
  with	
  NESCent	
  and	
  Dryad

           #sameAs	
  on	
  Reputation,	
  May	
  2011	
  
http://www.metmuseum.org/toah/ho/09/euwf/ho_24.45.1.htm
http://www.flickr.com/photos/jsmjr/62443357/
http://www.flickr.com/photos/camilleharrington/3587294608/
http://www.flickr.com/photos/rkuhnau/3318245976/
http://www.flickr.com/photos/conformpdx/1796399674/
http://www.flickr.com/photos/rkuhnau/3317418699/
http://www.flickr.com/photos/zemlinki/261617721/
http://www.flickr.com/photos/tracenmatt/3020786491/
http://www.flickr.com/photos/the-o/2078239333/
http://www.flickr.com/photos/sunrise/35819369/
Note:
 log
 scale
~70%
http://www.flickr.com/photos/ryanr/142455033/
Reputation
 as incentive
Reputation
 as incentive
Reputation
as disincentive
http://www.flickr.com/photos/joshb/25983792
http://www.flickr.com/photos/joshb/25983792
http://www.flickr.com/photos/joshb/25983792
http://www.flickr.com/photos/supersam5/216868485/
http://www.flickr.com/photos/commissariat/4829261601/
    in/faves-30112411@N02/
http://www.flickr.com/photos/commissariat/4829261601/
    in/faves-30112411@N02/
http://www.flickr.com/photos/samrich2003/175520596/
http://www.flickr.com/photos/nuttinbutlove/2954520460/
http://www.flickr.com/photos/kellyloveswhales/4009156878/
http://www.flickr.com/photos/supersam5/216868485/
Reputation
Standard
practice
journal	
  data	
  sharing	
  policy


              “An inherent principle of publication is that
               others should be able to replicate and build
               upon the authors' published claims.
               Therefore, a condition of publication
               in a Nature journal is that authors are
               required to make materials, data and
               associated protocols available in a publicly
               accessible database …”


                              http://www.nature.com/authors/editorial_policies/availability.html
                                  http://www.nature.com/nature/journal/v453/n7197/index.html
High-impact journals
     tend to have
a strong data-sharing
        policy




                        Piwowar ELPUB 2008
Articles published in journals
with a strong data-sharing policy
are more likely to have publicly
        available datasets




                                    Piwowar ELPUB 2008
Odds Ratio
                                                          0.25   0.50   1.00   2.00   4.00   8.00

                                       Has journal policy

                       Count of R01 & other NIH grants

Authors prev GEOAE sharing & OA & microarray creation

                             NOT K funding or P funding

                                           Journal impact

                 Institution high citations & collaboration

             Journal policy consequences & long halflife

             Instititution is government & NOT higher ed

                       NOT institution NCI or intramural

                                    NOT animals or mice

             Last author num prev pubs & first year pub

                                         Large NIH grant

             First author num prev pubs & first year pub

                                       Humans & cancer

           NOT geo reuse & YES high institution output




                                       Piwowar, PLoS ONE 2011 (soon), Who shares? Who doesn’t?
http://www.flickr.com/photos/sunrise/35819369/
http://www.flickr.com/photos/youraddresshere/6649228/
http://www.flickr.com/photos/huzzahvintage/4577075021/
thank you
Todd Vision,
  Michael Whitlock,
  Wendy Chapman,
  DataONE and Dryad teams
The open science online community and those who
  release their articles, datasets and photos openly
Reputation as (dis)incentive

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Reputation as (dis)incentive