KPIs for Evaluating Academic Research Partnerships

Process KPIs: How Well Is the Engagement Running?

• Time from project initiation to agreement execution — benchmark: under 8 weeks for a standard SRA
• Milestone completion rate — percentage of defined milestones hit on or before the scheduled date
• Communication frequency — number of formal progress updates per quarter; benchmark: at least one written summary per quarter
• Budget adherence — actual spend vs. projected spend including overhead; flag variances greater than 15%

Outcome KPIs: What Value Did the Partnership Produce?

• Research outputs delivered — reports, datasets, prototypes, publications delivered against the agreed scope
• Patent applications filed — IP disclosures and patent filings directly attributable to the research
• Pipeline contribution — research findings incorporated into product development or regulatory submissions
• New research directions surfaced — hypotheses generated that were not anticipated at the outset
• Talent pipeline — graduate students or postdocs identified as potential hires

The Qualitative Dimension

An annual survey of internal stakeholders — assessing knowledge transfer quality, communication effectiveness, and whether they would engage the same researcher again — adds the signal that the numbers miss.