Free as in Puppies: Compensating for ICT Constraints in Citizen Science
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Transcript of Free as in Puppies: Compensating for ICT Constraints in Citizen Science
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Free As In Puppies:Compensating for ICT Constraints in Citizen Science
Andrea WigginsUniversity of New Mexico & Cornell [email protected] @AndreaWiggins
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Citizen Science
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A few examples
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Related Work
✦ Participant-focused
✦ Individual learning Trumbull et al., 2000 (many more in Informal Science Education)
✦ Motivation Nov et al., 2011; Rotman et al., 2012; Raddick et al., 2009
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Related Work
✦ Project-focused
✦ Typologies Cooper et al., 2007; Bonney et al., 2009; Wiggins & Crowston, 2010
✦ Data quality Sheppard & Terveen, 2011; Wiggins et al., 2011; Wiggins et al., 2012
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Assumptions
Cool new ICT
More people
Better science
More data
Better data
Miracle occurs$$$
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Reality
✦ There is no money
✦ Free ICT are “free as in puppies”
✦ ICT is just one part of a complex sociotechnical system
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Research Question
✦ RQ: How do citizen science project organizers address key issues related to participation & data quality when resource constraints limit ICT options?
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Research Question
✦ RQ: How do citizen science project organizers address key issues related to participation & data quality when resource constraints limit ICT options?
✦ Answer: Creatively!
✦ Improving participation processes
✦ Expanding participation options
✦ Investing money & time strategically
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Research Design
✦ Comparative case study
✦ Theoretical sampling
✦ Project-level focus
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Research Design
✦ Data
✦ Interviews
✦ Documents
✦ Participation
✦ Observation
✦ Analysis
✦ Inductive & deductive qualitative content analysis
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Case Selection
✦ Same core tasks
✦ Go outside, look at stuff, submit data
✦ Similar purpose
✦ Conservation, education, research
✦ Contrasting resources
✦ eBird: 4.5 FTE, ~$300K/yr
✦ GSP & MW: 0.5/1.5 FTE, ~$15K/yr
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Recruitment
✦ #1 strategy: direct in-person contact
✦ ICT solution
✦ Effortless social recommendation via existing community practices:
“This report was generated automatically by eBird v3”
✦ Alternate solution
✦ Data collected on paper
✦ Saturation marketing
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Retention
✦ ICT solution
✦ Mind-blowing data visualizations
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Indigo Bunting (Passerina cyanea)
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Retention
✦ ICT solution
✦ Mind-blowing data visualizations
✦ Alternate solutions
✦ Optimize participation processes
✦ Expand participation options*
✦ New communication strategies*
*bonus research opportunities!
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Data Quality
XDogbird Catbird
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Data Quality
✦ ICT solution
✦ Algorithmically flag outliers for review by small army of experts
✦ Alternate solutions
✦ Hone protocols
✦ Invest in good data entry forms
✦ Use complementary data sources
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Implications for Practice
✦ Good ICT is awesome - when you can afford it
✦ When you can’t...
✦ Combine available ICT with other (human, organizational) resources
✦ Unique resources often taken for granted
✦ Beware of free puppies
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Implications for Policy
✦ Citizen science is growing up
✦ Valid to fund on scientific merit
✦ Need better means of evaluating scientific merit of citizen science
✦ Consider ROI of research
✦ 1 week on oceanographic research vessel for a handful of researchers
✦ 1 year of eBird & 60M global data points used by 120K people/day
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Implications for CSCW
✦ When ICT options are limited, look for complementary resources & compensatory strategies
✦ Opportunity for cross-context comparisons
✦ Online communities
✦ Distributed scientific work
✦ Peer production
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Questions?✦ Research made
possible by...
✦ eBird
✦ The Great Sunf
✦
✦ U.S. NSF
VOSS-0943049, SOCS-0968470, & OCI-0830944
✦ Awesome CSCW reviewers
✦ My dissertation committee