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Measuring Impact: Towards a data citation metric

Date post: 18-May-2015
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How the ViBRANT and eMonocot projects are building tools, including a modified implementation of Bourne and Fink's 'Scholar Factor', the Biodiversity Data Journal, and Scratchpad's user metrics and statistics modules.
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Measuring Impact Ed Baker & The Scratchpads Team
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Page 1: Measuring Impact: Towards a data citation metric

Measuring ImpactEd Baker & The Scratchpads Team

Page 2: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Page 3: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

• Projects that focus on data collection, curation and reuse

Page 4: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

• Projects that focus on data collection, curation and reuse

• Would like metrics to know how well we are doing

Page 5: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Page 6: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Projects based around communities

Page 7: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Projects based around communities

Provide tools for communities

Page 8: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Projects based around communities

Provide tools for communities• Quantify user contribution to multi-user

projects

Page 9: Measuring Impact: Towards a data citation metric

ViBRANT and eMonocot

Projects based around communities

Provide tools for communities• Quantify user contribution to multi-user

projects• Quantify how content generated by the

community is used/reused

Page 10: Measuring Impact: Towards a data citation metric

Citizen Science

Page 11: Measuring Impact: Towards a data citation metric

Citizen Science

• COMBER

Page 12: Measuring Impact: Towards a data citation metric

Citizen Science

• COMBER

• anymals+plants

Page 13: Measuring Impact: Towards a data citation metric

Citizen Science

• COMBER

• anymals+plants

• Citizen Science profile

Page 14: Measuring Impact: Towards a data citation metric

Citizen Science

• COMBER

• anymals+plants

• Citizen Science profile

Metrics allow for more competitive activities and for users to quantify their involvement

Page 15: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

Page 16: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

Page 17: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

Page 18: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Page 19: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Am I useful?

Page 20: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Am I useful?

Do we have our priorities right?

Page 21: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Am I useful?

Do we have our priorities right?

Page 22: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Am I useful?

Do we have our priorities right?

Hidden gem?

Page 23: Measuring Impact: Towards a data citation metric

Who needs impact metrics?

• The authors of data

• People who employ data authors

• People who reuse the data

Am I useful?

Do we have our priorities right?

Hidden gem?

Avoid like the plague?

Page 24: Measuring Impact: Towards a data citation metric

Our premise

Page 25: Measuring Impact: Towards a data citation metric

We want people to share data…

Page 26: Measuring Impact: Towards a data citation metric

…people want to please the “powers that be” …

Page 27: Measuring Impact: Towards a data citation metric

… the powers that be like statistics.

Page 28: Measuring Impact: Towards a data citation metric

So we made some

Page 29: Measuring Impact: Towards a data citation metric

But the people weren’t happy.

Page 30: Measuring Impact: Towards a data citation metric

But the people weren’t happy.

Of all the things I do you only care about papers?

Page 31: Measuring Impact: Towards a data citation metric

But the people weren’t happy.

Of all the things I do you only care about papers?

The only way you value my papers is by citation in other

papers?

Page 32: Measuring Impact: Towards a data citation metric

But the people weren’t happy.

Of all the things I do you only care about papers?

The only way you value my papers is by citation in other

papers?

The impact of my career is measured by one number?

Page 33: Measuring Impact: Towards a data citation metric

So some people made their own

Page 34: Measuring Impact: Towards a data citation metric

But there are still problems

Page 35: Measuring Impact: Towards a data citation metric

But there are still problems

This STILL only deals with my publications!

Page 36: Measuring Impact: Towards a data citation metric

But there are still problems

This STILL only deals with my publications!

How do I get credit for data?

Page 37: Measuring Impact: Towards a data citation metric

But there are still problems

This STILL only deals with my publications!

How do I get credit for data?

I wrote some useful biodiversity software – what

about that?

Page 38: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

Page 39: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

Page 40: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

Page 41: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

These measure broader public impact

Page 42: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

These measure broader public impact

• A good start

Page 43: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

These measure broader public impact

• A good start

• Much broader than just scholarly citations

Page 44: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

These measure broader public impact

• A good start

• Much broader than just scholarly citations

• Actually ignores traditional citations

Page 45: Measuring Impact: Towards a data citation metric

Are alt metrics useful?

These are fairly scholarly

These measure broader public impact

• A good start

• Much broader than just scholarly citations

• Actually ignores traditional citations

• Still only applied to papers

Page 46: Measuring Impact: Towards a data citation metric

What are we doing?

Page 47: Measuring Impact: Towards a data citation metric

What are we doing?

Page 48: Measuring Impact: Towards a data citation metric

What are we doing?

Page 49: Measuring Impact: Towards a data citation metric

What are we doing?

Page 50: Measuring Impact: Towards a data citation metric

Biodiversity Data Journal

Data papers (descriptions of data)

Page 51: Measuring Impact: Towards a data citation metric

Biodiversity Data Journal

Data papers (descriptions of data)

• Allows data to become citable

Page 52: Measuring Impact: Towards a data citation metric

Biodiversity Data Journal

Data papers (descriptions of data)

• Allows data to become citable

• Allows data to participate in standard credit/metric systems

Page 53: Measuring Impact: Towards a data citation metric

Biodiversity Data Journal

Data papers (descriptions of data)

• Allows data to become citable

• Allows data to participate in standard credit/metric systems

• … allows data to participate in alt metrics

Page 54: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

Page 55: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

• Filter by user or taxonomic term

Page 56: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

• Filter by user or taxonomic term

• How much content is there?

Page 57: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

• Filter by user or taxonomic term

• How much content is there?

• What kind of content is it?

Page 58: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

• Filter by user or taxonomic term

• How much content is there?

• What kind of content is it?

• How many registered users?

Page 59: Measuring Impact: Towards a data citation metric

Scratchpads Statistics Module

What content exists on a Scratchpad site?

• Filter by user or taxonomic term

• How much content is there?

• What kind of content is it?

• How many registered users?

• How often is the content viewed?

Page 60: Measuring Impact: Towards a data citation metric

Scratchpads Statistics ModuleAvailable now:

http://antkey.org/stats

[scratchpad.url]/stats

Page 61: Measuring Impact: Towards a data citation metric

Scratchpads Metrics Module

Puts the Scratchpad content in a broader context

Page 62: Measuring Impact: Towards a data citation metric

Scratchpads Metrics Module

Puts the Scratchpad content in a broader context

• Users and content

Page 63: Measuring Impact: Towards a data citation metric

Scratchpads Metrics Module

Puts the Scratchpad content in a broader context

• Users and content

• Opt-in (not enabled by default)

Page 64: Measuring Impact: Towards a data citation metric

Scratchpads Metrics Module

Puts the Scratchpad content in a broader context

• Users and content

• Opt-in (not enabled by default)

• Modular (pick and choose what to include)

Page 65: Measuring Impact: Towards a data citation metric

Scratchpads Metrics Module

Puts the Scratchpad content in a broader context

• Users and content

• Opt-in (not enabled by default)

• Modular (pick and choose what to include)

• Available by end of the year

Page 66: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial implementation of the Scholar Factor proposed by Bourne and Fink

Page 67: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial (modified) implementation of the Scholar Factor proposed by Bourne and Fink

Citations

Page 68: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial (modified) implementation of the Scholar Factor proposed by Bourne and Fink

Citations

Scholar Factor

Page 69: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial (modified) implementation of the Scholar Factor proposed by Bourne and Fink

Citations

Scholar Factor

Software / Data

Page 70: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial (modified) implementation of the Scholar Factor proposed by Bourne and Fink

Citations

Scholar Factor

Software / Data Grant / manuscript reviews

Page 71: Measuring Impact: Towards a data citation metric

Scratchpads User Metrics

A partial (modified) implementation of the Scholar Factor proposed by Bourne and Fink

Citations

Scholar Factor

Software / Data Grant / manuscript reviews

Page 72: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Page 73: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Page 74: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index)

Page 75: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad

Page 76: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad GitHub

Page 77: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad GitHub ?

Page 78: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad GitHub ?

Modular

Page 79: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad GitHub ?

Modular

Page 80: Measuring Impact: Towards a data citation metric

Scholar Factor

Scratchpads User Metrics

Scratchpads User Metrics Module

Google Scholar (h-index) Scratchpad GitHub ?

Modular

Page 81: Measuring Impact: Towards a data citation metric

Same modular structure for content

Page 82: Measuring Impact: Towards a data citation metric

Same modular structure for content

• Number of web links to page

Page 83: Measuring Impact: Towards a data citation metric

Same modular structure for content

• Number of web links to page

• Scholarly links (Google Scholar)

Page 84: Measuring Impact: Towards a data citation metric

Same modular structure for content

• Number of web links to page

• Scholarly links (Google Scholar)

• Social links

Page 85: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet.

Page 86: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet, but we have …

Page 87: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet, but we have…

• Modular framework to add services as they become available

Page 88: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet, but we have…

• Modular framework to add services as they become available

• multi-dimensional – not just papers and citations

Page 89: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet, but we have…

• Modular framework to add services as they become available

• multi-dimensional – not just papers and citations

• Not a one size fits all approach

Page 90: Measuring Impact: Towards a data citation metric

Summary

We’re not there yet, but we have…

• Modular framework to add services as they become available

• multi-dimensional – not just papers and citations

• Not a one size fits all approach

Page 91: Measuring Impact: Towards a data citation metric

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