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Strengthening the 
Effectiveness and Impact of 
Collaboration Through Metrics 
Mark D. Lim, PhD 
Forum on Drug Discovery, Development, and Translation 
Institute of Medicine 
October 7, 2014
research-by-consortium 
 Shared scientific challenge 
 Widely-usable tool 
 Virtual team to create / qualify
consortiapedia.fastercures.org 
Operational Framework Landscape 
Sci. Trans. Medicine, June 2014 
http://bit.ly/STMConsortia 
Database 
Planned release: 
end of 2014
Metrics for consortia? 
We need to value collective successes of a consortium… 
and get rewarded for that. 
Eric Green, NHGRI Director 
Whatever can be done in qualifying how consortium work, how 
quality is being measured and recognized, would help big 
companies like ours to work in these consortium. 
Marc Bonnefoi, Sanofi 
FasterCures Hill Briefing, July 2014 
Considerations: 
 Objective measurements – performance and outcome 
 Apples and apples - normalized across consortia 
 Suite of metrics by project type? 
 Application (biomarker development, clinical trial methods, etc) 
 Therapeutic area 
 Stage of innovation 
 Others?
Since we last met…. 
Conversations 
• Consortium leaders and participants 
• Pharmaceutical companies 
• FDA 
• Collaboration management experts 
Presentations 
• Science of Team Science 
• Pharmaceutical campus 
Other 
• Hill Briefing on consortia 
qualitative 
metrics…asking 
participants what the 
vision/mission is… 
An evolving conversation… 
what are indicators 
for future success? 
is this consortium 
doing the best it can? 
what are common 
challenges that all 
consortia are facing?
Where we want to go… 
 Reality check on value of framework 
 General consensus on: 
 Design 
 Implementation 
 Optimization 
 Who are implementation partners? 
 What is the output? What does success look like? 
 Evidence to inform best practices?
Metrics of collaboration? 
Retrospective Prospective 
• Return on investment 
• Impact on organization 
• Impact on society 
• Improved efficiency 
• Focus vs flexibility 
Output and outcomes 
Sponsors/Participants 
• What did we get from the collaboration? 
• Would we participate in a similar collaboration again? 
Managers/Organizers 
• Were there lessons learned? 
• How do we design/execute a better collaboration?
Value of outcomes: who is asking? 
Government • public health 
• regulatory science 
• de-risk innovation 
• economic growth 
• state-of-science research guidance documents 
Industry • accelerate pipeline 
• new therapeutic area 
• access resources 
• de-risk innovation 
• access intellectual 
capital 
Academia • access resources 
• opportunities for 
publications 
• training opportunities 
• identify collaborators 
Patient 
organizations 
• accelerate pipelines 
• advance basic 
research 
• de-risk medical 
product development 
Consortium 
researchers 
• simplify day jobs 
• access resources 
• networking 
• training / education
Output to outcome metrics 
Non-competitive biomarkers 
Clinical trial designs and processes 
Data standards 
Best practices / procedures 
Tools (PRO, prediction, data-sharing) 
Output 
Implementation / adoption 
IP – filed / awarded / licensed 
Policy change / regulatory science 
Publications 
Job / company creation 
Impact 
De-risked innovation 
Decreased R&D cost/time 
Meaningful data-sharing 
Improved clinical trials 
Improved human health 
Outcome 
* Adapted from Critical Path Institute and Innovative Medicines Initiative
Metrics of collaboration? 
Retrospective Prospective 
• Return on investment 
• Impact on organization 
• Impact on society 
• Improved efficiency 
• Focus vs flexibility 
Processes 
Sponsors/Participants 
• Is the collaboration on-track and focused? 
• Are resources available/leveraged? 
Managers/Organizers 
• How can we do better? 
• Are we continuing to address an unmet need?
Processes & Team Performance 
Execute 
Wooten, Univ. Houston 
Tuckman & Jensen, Group and Organizational Studies (1977) 
Burke et al., J. Applied Psychology (2006) 
Hall et al, Trans Behavioral Med (2012) 
Identifying shared challenge 
Consensus solution 
Framework for collaboration 
Defining success 
Convene 
Defining accomplishments 
Integrating deliverables 
Communicating 
Tracking adoption/impact 
Transition 
Participant/sponsor buy-in 
Maintaining vision/focus 
Work stream monitoring 
Conflict resolution
Discussion points 
? 
 Gut reaction? 
 Structuring discussion to develop framework? 
• How? (retrospective/prospective) 
• What? (end-user) 
• Who? (stakeholders) 
• Where? (host) 
 Next-steps 
• Follow-up with consortia, industry, FDA 
• Partnering For Cures – Nov 16-18 (NYC)
Seeking insights & expertise 
consortiapedia.fastercures.org 
mlim@fastercures.org

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Consortium metrics discussion with IOM Drug Forum

  • 1. Strengthening the Effectiveness and Impact of Collaboration Through Metrics Mark D. Lim, PhD Forum on Drug Discovery, Development, and Translation Institute of Medicine October 7, 2014
  • 2. research-by-consortium  Shared scientific challenge  Widely-usable tool  Virtual team to create / qualify
  • 3. consortiapedia.fastercures.org Operational Framework Landscape Sci. Trans. Medicine, June 2014 http://bit.ly/STMConsortia Database Planned release: end of 2014
  • 4. Metrics for consortia? We need to value collective successes of a consortium… and get rewarded for that. Eric Green, NHGRI Director Whatever can be done in qualifying how consortium work, how quality is being measured and recognized, would help big companies like ours to work in these consortium. Marc Bonnefoi, Sanofi FasterCures Hill Briefing, July 2014 Considerations:  Objective measurements – performance and outcome  Apples and apples - normalized across consortia  Suite of metrics by project type?  Application (biomarker development, clinical trial methods, etc)  Therapeutic area  Stage of innovation  Others?
  • 5. Since we last met…. Conversations • Consortium leaders and participants • Pharmaceutical companies • FDA • Collaboration management experts Presentations • Science of Team Science • Pharmaceutical campus Other • Hill Briefing on consortia qualitative metrics…asking participants what the vision/mission is… An evolving conversation… what are indicators for future success? is this consortium doing the best it can? what are common challenges that all consortia are facing?
  • 6. Where we want to go…  Reality check on value of framework  General consensus on:  Design  Implementation  Optimization  Who are implementation partners?  What is the output? What does success look like?  Evidence to inform best practices?
  • 7. Metrics of collaboration? Retrospective Prospective • Return on investment • Impact on organization • Impact on society • Improved efficiency • Focus vs flexibility Output and outcomes Sponsors/Participants • What did we get from the collaboration? • Would we participate in a similar collaboration again? Managers/Organizers • Were there lessons learned? • How do we design/execute a better collaboration?
  • 8. Value of outcomes: who is asking? Government • public health • regulatory science • de-risk innovation • economic growth • state-of-science research guidance documents Industry • accelerate pipeline • new therapeutic area • access resources • de-risk innovation • access intellectual capital Academia • access resources • opportunities for publications • training opportunities • identify collaborators Patient organizations • accelerate pipelines • advance basic research • de-risk medical product development Consortium researchers • simplify day jobs • access resources • networking • training / education
  • 9. Output to outcome metrics Non-competitive biomarkers Clinical trial designs and processes Data standards Best practices / procedures Tools (PRO, prediction, data-sharing) Output Implementation / adoption IP – filed / awarded / licensed Policy change / regulatory science Publications Job / company creation Impact De-risked innovation Decreased R&D cost/time Meaningful data-sharing Improved clinical trials Improved human health Outcome * Adapted from Critical Path Institute and Innovative Medicines Initiative
  • 10. Metrics of collaboration? Retrospective Prospective • Return on investment • Impact on organization • Impact on society • Improved efficiency • Focus vs flexibility Processes Sponsors/Participants • Is the collaboration on-track and focused? • Are resources available/leveraged? Managers/Organizers • How can we do better? • Are we continuing to address an unmet need?
  • 11. Processes & Team Performance Execute Wooten, Univ. Houston Tuckman & Jensen, Group and Organizational Studies (1977) Burke et al., J. Applied Psychology (2006) Hall et al, Trans Behavioral Med (2012) Identifying shared challenge Consensus solution Framework for collaboration Defining success Convene Defining accomplishments Integrating deliverables Communicating Tracking adoption/impact Transition Participant/sponsor buy-in Maintaining vision/focus Work stream monitoring Conflict resolution
  • 12. Discussion points ?  Gut reaction?  Structuring discussion to develop framework? • How? (retrospective/prospective) • What? (end-user) • Who? (stakeholders) • Where? (host)  Next-steps • Follow-up with consortia, industry, FDA • Partnering For Cures – Nov 16-18 (NYC)
  • 13. Seeking insights & expertise consortiapedia.fastercures.org mlim@fastercures.org