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dear all
<div class="">(sorry for reading this late)</div>
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<div class="">its indeed the study Lennart refers tp</div>
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<div class="">I commissioned it in 2018 - the year EOSC was launched - to calculate the cost of not having fair research data in Europe.</div>
<div class="">outcome:</div>
<div class="">- opportunity costs for science 10.2 bilion<br class="">
<div>- opportunity costs or innovation: 17 billion.</div>
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<div>the latter was not published in the report as we thought the data behind it not robust enough to face skepticism.</div>
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<div>the 10.2 billion figure is per year and i used it a lot inside the EC and towards officials of member states to show leadership that FAIR was more than a noble idea …and that we had to push for imposing it</div>
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<div>best</div>
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<div>jc burgelman<br class="">
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<div class="">Op 11 dec. 2020, om 15:01 heeft Lennart Stoy <<a href="mailto:lennart.stoy@eua.eu" class="">lennart.stoy@eua.eu</a>> het volgende geschreven:</div>
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<span lang="EN-GB" class="">Hi Ernie, hi all,<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" class="">I think the study in question might be this one:<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<b class=""><span class="">Cost-benefit analysis for FAIR research data</span></b><b class=""><span lang="EN-GB" class="">:<span class="Apple-converted-space"> </span></span></b><b class=""><span class="">Cost of not having FAIR research data<o:p class=""></o:p></span></b></div>
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<span lang="EN-GB" class=""><a href="https://op.europa.eu/s/ovJp" style="color: rgb(5, 99, 193); text-decoration: underline;" class=""><span lang="en-BE" class="">https://op.europa.eu/s/ovJp</span></a></span><span class=""><o:p class=""></o:p></span></div>
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<span class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" class="">Best wishes,<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class="">Lennart<o:p class=""></o:p></span></div>
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<o:p class=""> </o:p></div>
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<b class=""><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class="">Lennart STOY</span></b><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class=""><br class="">
</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 182, 237); letter-spacing: 0.75pt;" class="">Project Manager | Research and Innovation<br class="">
</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 176, 240); letter-spacing: 0.75pt;" class="">Direct line:<span class="Apple-converted-space"> </span></span><span lang="EN-GB" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 176, 240);" class="">+32
2 743 11 45</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 182, 237); letter-spacing: 0.75pt;" class=""><br class="">
</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class=""><a href="http://www.linkedin.com/in/lennartstoy" style="color: rgb(5, 99, 193); text-decoration: underline;" class=""><span style="color: blue;" class="">Linkedin </span></a>| <a href="https://twitter.com/lennrtsty" style="color: rgb(5, 99, 193); text-decoration: underline;" class=""><span style="color: blue;" class="">@lennrtsty</span></a></span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 182, 237); letter-spacing: 0.75pt;" class=""><o:p class=""></o:p></span></div>
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<b class=""><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class="">European University Association (EUA)</span></b><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class=""><br class="">
</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 182, 237); letter-spacing: 0.75pt;" class="">Avenue de l’Yser 24, 1040 Brussels, Belgium</span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class=""><br class="">
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to EUA’s newsletters</span></a></span><span lang="en-BE" style="font-size: 10pt; line-height: 15.333332061767578px; font-family: Arial, sans-serif; color: rgb(0, 82, 134); letter-spacing: 0.75pt;" class=""><o:p class=""></o:p></span></div>
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<span class=""><o:p class=""> </o:p></span></div>
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<b class=""><span lang="EN-US" class="">From:</span></b><span lang="EN-US" class=""><span class="Apple-converted-space"> </span>CODATA-international <<a href="mailto:codata-international-bounces@lists.codata.org" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">codata-international-bounces@lists.codata.org</a>><span class="Apple-converted-space"> </span><b class="">On
Behalf Of<span class="Apple-converted-space"> </span></b>Johnson, Jon<br class="">
<b class="">Sent:</b><span class="Apple-converted-space"> </span>Friday, 11 December 2020 10:00<br class="">
<b class="">To:</b><span class="Apple-converted-space"> </span>Ernie Boyko <<a href="mailto:boykern@yahoo.com" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">boykern@yahoo.com</a>>; CODATA International <<a href="mailto:codata-international@lists.codata.org" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">codata-international@lists.codata.org</a>><br class="">
<b class="">Subject:</b><span class="Apple-converted-space"> </span>Re: [CODATA-international] Cost of Data Wrangling<o:p class=""></o:p></span></div>
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<o:p class=""> </o:p></div>
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<span lang="EN-GB" class="">Hi Eric<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" class="">It’s a bit of an urban myth I think see<span class="Apple-converted-space"> </span><a href="https://blog.ldodds.com/2020/01/31/do-data-scientists-spend-80-of-their-time-cleaning-data-turns-out-no/" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">https://blog.ldodds.com/2020/01/31/do-data-scientists-spend-80-of-their-time-cleaning-data-turns-out-no/</a>,
but it aligns with the Pareto Principle, so we are all willing to go with it!<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" class="">I suppose it is not that important whether it is 80% or 60%, it’s still a massive problem and the takeaway is that it highlights where the source of most effort is being expended, and strongly suggests that it arises from poor data
quality and lack of metadata to manage that.<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" class="">Jon Johnson<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class="">CLOSER, UCL Institute of Social Research<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class="">@spuddybike<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<b class=""><span lang="EN-GB" style="font-size: 12pt;" class="">From:<span class="Apple-converted-space"> </span></span></b><span lang="EN-GB" style="font-size: 12pt;" class="">CODATA-international <<a href="mailto:codata-international-bounces@lists.codata.org" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">codata-international-bounces@lists.codata.org</a>>
on behalf of Ernie Boyko <<a href="mailto:boykern@yahoo.com" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">boykern@yahoo.com</a>><br class="">
<b class="">Reply to:<span class="Apple-converted-space"> </span></b>Ernie Boyko <<a href="mailto:boykern@yahoo.com" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">boykern@yahoo.com</a>><br class="">
<b class="">Date:<span class="Apple-converted-space"> </span></b>Friday, 11 December 2020 at 07:24<br class="">
<b class="">To:<span class="Apple-converted-space"> </span></b>CODATA International <<a href="mailto:codata-international@lists.codata.org" style="color: rgb(5, 99, 193); text-decoration: underline;" class="">codata-international@lists.codata.org</a>><br class="">
<b class="">Subject:<span class="Apple-converted-space"> </span></b>[CODATA-international] Cost of Data Wrangling<o:p class=""></o:p></span></div>
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<span lang="EN-GB" class=""><o:p class=""> </o:p></span></div>
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<span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class="">Hi all<o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class="">A study conducted for the EU? is often quoted as being the source of a statement along the lines of<o:p class=""></o:p></span></div>
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<b class=""><span lang="EN-US" style="font-size: 14pt; color: rgb(64, 64, 64);" class="">80% of effort in data intensive research is used on data wrangling; conservative estimate of 10.2 Bn Euro. </span></b><span lang="EN-GB" style="font-size: 14pt; font-family: "Times New Roman", serif;" class=""><o:p class=""></o:p></span></li></ul>
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<span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class=""> Can anyone on this list point me to this study?</span><span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class=""><o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class="">Many thanks in advance. I am trying to make the case for the benefits of developing a career stream for data wranglers/data stewards.<o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-size: 13.5pt; font-family: "Times New Roman", serif; color: rgb(76, 118, 162); background-color: white; background-position: initial initial; background-repeat: initial initial;" class="">Cheers, Ernie</span><span lang="EN-GB" style="font-size: 13.5pt; font-family: "Times New Roman", serif;" class=""><o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-size: 13.5pt; font-family: "Times New Roman", serif;" class="">+1-613-290-2804</span><span lang="EN-GB" style="font-size: 13.5pt; font-family: "Times New Roman", serif;" class=""><o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-size: 13.5pt; font-family: "Times New Roman", serif;" class=""><o:p class=""> </o:p></span></div>
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<b class=""><span lang="EN-GB" style="font-size: 12pt; font-family: Helvetica, sans-serif;" class=""> </span></b><b class=""><span lang="EN-GB" style="font-size: 13.5pt; font-family: Garamond, serif;" class=""> “Data is the new oil.” — Clive Humby</span></b><span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class=""><o:p class=""></o:p></span></div>
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<span lang="EN-GB" style="font-family: Garamond, serif; border: 1pt none windowtext; padding: 0cm;" class="">“Data really powers everything that we do.” – Jeff Weiner<o:p class=""></o:p></span></h4>
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<b class=""><span lang="EN-GB" style="font-size: 12pt; font-family: "Times New Roman", serif;" class=""><o:p class=""> </o:p></span></b></p>
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