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The trouble with reputation as
a reward for teamwork
James Howison
University of Texas at Austin
@jameshowison
Acknowledgements: Jim Herbsleb, Carnegie Mellon University
This material is based upon work supported by the
US National Science Foundation under Grant No. #0943168 and #1064209
Academic Reputation
• What makes academia different? We
give away results and earn reputation in
exchange
• The ‘currency’ of academia
• Certainly not the only motivation or
reward, but a key one.
– Colors our interpretation of team research
from outside
@jameshowison 2
.
“Division of claims”
Who gets what?
(when a group achieves together)
(Baldwin and Clarke, 2001)
@jameshowison 3
"HMS Blanche and Pique" by Robert Dodd (1748-1815) - 1. Collections of the National Maritime, Greenwich.
Licensed under Public domain via Wikimedia Commons
Infineon’s Shareholder table. Screenshot from website of public information.
@jameshowison 7
Sourced via Twitter, original author
unknown, presumably KCCO of SE
Johnson plumbers.
Motivations and
“division of claims”
• There are many different kinds of
motivations or rewards
– E.g., intrinsic/extrinsic (Deci and Ryan)
• I offer an alternative taxonomy: by their
relationship to division of claims.
@jameshowison 8
Experiential motivations
• Examples: Learning, Fun.
• These are always already divided, they
adhere to each participant during the
team process.
• Hard to remove after the fact
– Direct quote from education loan lobby?
@jameshowison 9
Shared artifacts
• Examples: software, a telescope, a
specimen collection
• Can be divided through copies or time-
wise access
• Key motivation in open source (“use-
value”)
@jameshowison 10
Money
• Nearly ideal for solving “division of
claims”
• Easily divisible (at least physically)
• Directable (stays where it is put)
@jameshowison 11
Reputation
• Neither experience, substance, nor artifact.
• It’s information; it’s a relationship
• The perceptions of others
– Of quality, of achievements, of contributions.
– Instantiated through action, must be enacted,
repeatedly.
• An “accounting system” but without formal
accounts
@jameshowison 12
Reputation cont.
• In some ways great as a reward:
– Available and “Mintable” (but not unlimited)
– Prompts openness
• But also problematic:
– Very hard to give away (to redirect)
– Thus hard to divide
– Hard to maintain through indirection
• Via artifacts and via teams
• Particularly problematic at greater distances
@jameshowison 13
@jameshowison
Source: the interwebz
Remember the Allegheny?
Integration removes an object of regard
Source: USGS (2005) Trends in the Water Budget of the
Mississippi River Basin, 1949-1997. Fact Sheet 2005-3020.
15
How does this affect
collaboration?
• The “Matthews effect” (Merton)
– The (reputationally) rich get (reputationally)
richer
– Many torrid tales of scientific contributors
ignored by history (esp. women).
• My innovation (if any) is to argue that
this is related to the materiality of
reputation
@jameshowison 16
BLAST
WU-BLAST
BLAST+
GPU-
BLAST
CUDA-
BLAST
AB-
BLAST
CS-BLAST
PowerPC
port
Compaq mods
Apple (A/G)
BLAST
FSA-BLAST
BLAST branching structure
@jameshowison 17
From; Howison, and Herbsleb, (2013). CSCW.
Motivational conflicts
• Academic reputation seems to operate
specifically here
– Motivating development and revealing,
– but counter-motivating integration
• Financial and experiential motivations
seem well motivated to integrate
– Either complementary or irrelevant
– Reducing maintenance costs a bonus
@jameshowison 18
But … what about open
source?
• Reputation held to be key motivational
reward in open source (e.g., Lerner and
Tirole; Hahn et al.)
• And yet open source works very well
@jameshowison 19
A real puzzle
Two explanations
• Importance of reputation in open source may
be overblown
– Actual effort driven more by use-value and
experiential effects (see review in Crowston et al,
2012).
• In open source reputation has value close to
the work
– In science reputation gains in value at distance
(long route to the Provost’s office)
@jameshowison 20
What can be done?
1. Decide on authorship or credit division
in advance
– Collaboration authorship
– MoUs
2. Build clearer accounting systems
3. Outsource
4. Collaborate without publications
@jameshowison 21
Collaboration authorship
• The physics solution
• “The Collaboration” did it
• But …
– Breaks systems of evaluation (literally)
– Creates “old boys club” (Birnholtz, 2008)
– If everyone did it, no one did it
@jameshowison 22
MoUs and pre-agreements
• Agree in advance who will publish what where
– Can work well, especially for interdisciplinary
collaborations
– Key outcome of Collaboratories research
(“collaboration readiness”) (Olson et al.)
• But,
– Hard to know what research will find
– Yet, perhaps works better in prospect than memory
@jameshowison 23
Outsourcing
• No one gives their plumber authorship
(eww, plumbers)
• Paying for materials, artifacts,
assistance
• But,
– Who wants to pay market rates?
– Payment undermines openness
@jameshowison 24
Improved accounting systems
• Record diversity of contributions
• Facilitate tracing of impact beyond
publications
• Wait … haven’t I heard this
somewhere?
– VIVO
– Carol Goble’s Keynote speech and
systems
@jameshowison 25
Collaboration without publications
• Use-value can be a key driver
– Many scientific software projects
– Data/Specimen collections (GenBank/PubMed)
• Experiential rewards
– Joint experiences that emphasize learning and fun
• Ask: how might we work alongside each other
to with mutual benefit, rather than working
together
– Howison and Crowston (2012) Collaboration through
superposition MISQ.
@jameshowison 26
Takeaways
1. Teams need to solve the 'division of claims' problem
2. Reputation is in the eyes of others: it's hard to direct
and hard to divide.
3. This makes solving division of claims with it
particularly hard, especially Academic reputation.
4. Some techniques are available, but all are
imperfect.
5. Don’t ignore other motivational rewards as a sound
basis for (indirect) scientific collaboration.
@jameshowison 27

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The trouble with reputation as a reward for teamwork

  • 1. The trouble with reputation as a reward for teamwork James Howison University of Texas at Austin @jameshowison Acknowledgements: Jim Herbsleb, Carnegie Mellon University This material is based upon work supported by the US National Science Foundation under Grant No. #0943168 and #1064209
  • 2. Academic Reputation • What makes academia different? We give away results and earn reputation in exchange • The ‘currency’ of academia • Certainly not the only motivation or reward, but a key one. – Colors our interpretation of team research from outside @jameshowison 2 .
  • 3. “Division of claims” Who gets what? (when a group achieves together) (Baldwin and Clarke, 2001) @jameshowison 3
  • 4. "HMS Blanche and Pique" by Robert Dodd (1748-1815) - 1. Collections of the National Maritime, Greenwich. Licensed under Public domain via Wikimedia Commons
  • 5. Infineon’s Shareholder table. Screenshot from website of public information.
  • 6.
  • 7. @jameshowison 7 Sourced via Twitter, original author unknown, presumably KCCO of SE Johnson plumbers.
  • 8. Motivations and “division of claims” • There are many different kinds of motivations or rewards – E.g., intrinsic/extrinsic (Deci and Ryan) • I offer an alternative taxonomy: by their relationship to division of claims. @jameshowison 8
  • 9. Experiential motivations • Examples: Learning, Fun. • These are always already divided, they adhere to each participant during the team process. • Hard to remove after the fact – Direct quote from education loan lobby? @jameshowison 9
  • 10. Shared artifacts • Examples: software, a telescope, a specimen collection • Can be divided through copies or time- wise access • Key motivation in open source (“use- value”) @jameshowison 10
  • 11. Money • Nearly ideal for solving “division of claims” • Easily divisible (at least physically) • Directable (stays where it is put) @jameshowison 11
  • 12. Reputation • Neither experience, substance, nor artifact. • It’s information; it’s a relationship • The perceptions of others – Of quality, of achievements, of contributions. – Instantiated through action, must be enacted, repeatedly. • An “accounting system” but without formal accounts @jameshowison 12
  • 13. Reputation cont. • In some ways great as a reward: – Available and “Mintable” (but not unlimited) – Prompts openness • But also problematic: – Very hard to give away (to redirect) – Thus hard to divide – Hard to maintain through indirection • Via artifacts and via teams • Particularly problematic at greater distances @jameshowison 13
  • 15. Remember the Allegheny? Integration removes an object of regard Source: USGS (2005) Trends in the Water Budget of the Mississippi River Basin, 1949-1997. Fact Sheet 2005-3020. 15
  • 16. How does this affect collaboration? • The “Matthews effect” (Merton) – The (reputationally) rich get (reputationally) richer – Many torrid tales of scientific contributors ignored by history (esp. women). • My innovation (if any) is to argue that this is related to the materiality of reputation @jameshowison 16
  • 17. BLAST WU-BLAST BLAST+ GPU- BLAST CUDA- BLAST AB- BLAST CS-BLAST PowerPC port Compaq mods Apple (A/G) BLAST FSA-BLAST BLAST branching structure @jameshowison 17 From; Howison, and Herbsleb, (2013). CSCW.
  • 18. Motivational conflicts • Academic reputation seems to operate specifically here – Motivating development and revealing, – but counter-motivating integration • Financial and experiential motivations seem well motivated to integrate – Either complementary or irrelevant – Reducing maintenance costs a bonus @jameshowison 18
  • 19. But … what about open source? • Reputation held to be key motivational reward in open source (e.g., Lerner and Tirole; Hahn et al.) • And yet open source works very well @jameshowison 19 A real puzzle
  • 20. Two explanations • Importance of reputation in open source may be overblown – Actual effort driven more by use-value and experiential effects (see review in Crowston et al, 2012). • In open source reputation has value close to the work – In science reputation gains in value at distance (long route to the Provost’s office) @jameshowison 20
  • 21. What can be done? 1. Decide on authorship or credit division in advance – Collaboration authorship – MoUs 2. Build clearer accounting systems 3. Outsource 4. Collaborate without publications @jameshowison 21
  • 22. Collaboration authorship • The physics solution • “The Collaboration” did it • But … – Breaks systems of evaluation (literally) – Creates “old boys club” (Birnholtz, 2008) – If everyone did it, no one did it @jameshowison 22
  • 23. MoUs and pre-agreements • Agree in advance who will publish what where – Can work well, especially for interdisciplinary collaborations – Key outcome of Collaboratories research (“collaboration readiness”) (Olson et al.) • But, – Hard to know what research will find – Yet, perhaps works better in prospect than memory @jameshowison 23
  • 24. Outsourcing • No one gives their plumber authorship (eww, plumbers) • Paying for materials, artifacts, assistance • But, – Who wants to pay market rates? – Payment undermines openness @jameshowison 24
  • 25. Improved accounting systems • Record diversity of contributions • Facilitate tracing of impact beyond publications • Wait … haven’t I heard this somewhere? – VIVO – Carol Goble’s Keynote speech and systems @jameshowison 25
  • 26. Collaboration without publications • Use-value can be a key driver – Many scientific software projects – Data/Specimen collections (GenBank/PubMed) • Experiential rewards – Joint experiences that emphasize learning and fun • Ask: how might we work alongside each other to with mutual benefit, rather than working together – Howison and Crowston (2012) Collaboration through superposition MISQ. @jameshowison 26
  • 27. Takeaways 1. Teams need to solve the 'division of claims' problem 2. Reputation is in the eyes of others: it's hard to direct and hard to divide. 3. This makes solving division of claims with it particularly hard, especially Academic reputation. 4. Some techniques are available, but all are imperfect. 5. Don’t ignore other motivational rewards as a sound basis for (indirect) scientific collaboration. @jameshowison 27

Notas del editor

  1. Memoranda of Understanding. But not everyone involved in scientific work works for reputation (and almost no one works for reputation alone).
  2. Integration removes an object of regard. Reputation is about the object of regard. A merging integration removes an object of regard (the paper is left but there is so software to “advertise it”), the user is left with an even more appreciated single object. The allegheny and mononahela come together to form the ohio (confluence), but the Ohio merges with the Mississippi.
  3. One reason that team science is difficult, one reason that the "industrial organization" of science remains at the master + apprentices, are these qualities of reputation.
  4. Goble: more likely to collaborate when they are different. Mention systems biology “combine”