3  Module 1: Foundations of Team Science (30 minutes)

Facilitators: Christine Velez, Grace González, The Evaluation Center, and Bridge Center

3.1 Learning Objectives

By the end of this module, participants will be able to:

  1. Cite evidence for why team-based approaches produce higher-impact research than solo efforts.
  2. Name at least three common failure modes in research collaborations and explain the mechanism behind each.
  3. Apply the IMPACT framework to assess the strengths and weaknesses of a past or current collaboration.
  4. Distinguish between productive process conflict and dysfunction in team settings.

3.2 Module Overview

The case for team science isn’t just intuitive — it’s empirical. Decades of bibliometric research show that team-authored papers receive more citations, attract more funding, and produce more paradigm-shifting findings than solo work. Yet teams also fail constantly, and the failures are predictable. Coordination breaks down. Free-riding emerges. Groups converge too quickly on consensus and miss better solutions. Understanding why teams fail is as important as knowing what high-performing teams do well — because you cannot fix what you cannot name.

This module introduces the IMPACT framework as a diagnostic and design tool for research collaborations. Rather than prescribing a single “right” way to run a team, the framework identifies six dimensions — Interdependence, Motivation, Processes, Abilities, Culture, and Tools — that together determine whether a collaboration will thrive or struggle. The self-assessment activity that follows gives participants a chance to apply this framework to their own experience immediately, grounding the rest of the workshop in concrete, personal examples.

3.3 Participant Background Reading

Participants are encouraged to review the following before the session. Each takes 15–25 minutes.

  • Cooke, N. J., & Hilton, M. L. (Eds.). (2015). Enhancing the Effectiveness of Team Science. National Academies Press. The foundational report on what makes scientific teams work. The full text is available free online. Read the Executive Summary (pages 1–8) for a concise synthesis of the evidence base. This report underpins much of the content in Modules 1 and 5.

  • Wuchty, S., Jones, B. F., & Uzzi, B. (2007). “The Increasing Dominance of Teams in Production of Knowledge.” Science, 316(5827), 1036–1039. The core empirical study cited in the opening of this module. A 5-minute read that will help participants engage with the “Collaboration Imperative” section with confidence.

  • Any accessible overview of social loafing and groupthink. Participants should arrive with a basic working understanding of these terms. A textbook chapter, Wikipedia article, or short explainer is sufficient. The goal is familiarity, not mastery — these concepts will be unpacked further in the content block.

3.4 Instructor Notes

3.4.1 Conceptual Background

The IMPACT Framework. The IMPACT acronym synthesizes a large body of team effectiveness research into six dimensions that research teams can assess and act on. It is not a prescriptive model with one “right” configuration — high-performing teams look very different from each other — but a diagnostic lens. When a team is struggling, running through the six dimensions often quickly surfaces the root cause (e.g., “Our Processes are weak because we never defined meeting norms” or “Our Culture is undermined because credit allocation is opaque”).

Failure modes and their mechanisms. The four failure modes listed in Key Message 2 have distinct psychological and structural causes: - Coordination loss arises when the overhead of communicating and synchronizing exceeds the benefit of combining effort. It scales with team size — this is why large teams need explicit process design. - Social loafing is driven by diffusion of responsibility: when individual contributions are hard to identify, motivation to contribute at full capacity drops. Visible accountability structures counteract it. - Groupthink is a social pressure phenomenon, not a stupidity problem. It emerges most strongly in high-cohesion, high-stress teams where disagreement feels socially costly. Psychological safety (covered in Module 5) is the primary countermeasure. - Goal misalignment is often latent at project start and only surfaces later. Early investment in explicit goal articulation (what does success look like for each partner?) prevents it.

Facilitating the assessment activity. The self-assessment ratings are deliberately private in Phase 1 — participants should feel no pressure to disclose a score they’re uncomfortable sharing. In Phase 2, the instruction to “focus on dynamics, not names” is essential: this activity has the potential to surface real grievances about real collaborators. Keep the debrief at the level of themes and patterns, not specific situations.

3.4.2 Key Concepts

  • Science of Team Science (SciTS): An interdisciplinary field studying the factors that enable or constrain team-based scientific work. Emerged as a formal field in the early 2000s in response to the growth of large-scale collaborative science.
  • Coordination loss: The reduction in collective performance that occurs when the effort required to organize a team’s work exceeds the benefit of combining that effort.
  • Social loafing: The tendency for individuals to exert less effort when working in a group than when working alone, driven by reduced individual accountability.
  • Groupthink: Excessive conformity in group decision-making driven by social pressure for consensus, leading to poor decisions and suppression of dissenting views.
  • Goal misalignment: A situation in which team members are working toward different or incompatible definitions of success, often without realizing it.
  • IMPACT Framework: A six-dimension diagnostic framework for research team effectiveness: Interdependence, Motivation, Processes, Abilities, Culture, Tools.

3.5 Content Block: What Makes Teams Work (15 minutes)

3.5.1 Opening Hook (3 minutes)

Say: “Raise your hand if you’ve ever been part of a collaboration that felt effortless and productive.” [Pause for hands] “Keep your hand up if you’ve been part of one that was frustrating or unproductive.” [Usually more hands go up]

Transition: “Today we’re going to unpack why some collaborations soar while others struggle, using evidence from the science of team science itself.”

3.5.2 Key Message 1: The Collaboration Imperative (4 minutes)

Data to Share:

  • 2007 study of 19.9 million papers showed teams produce higher-impact research
  • Nobel Prize data: 42% of physics prizes since 2000 went to collaborations
  • NIH success rates higher for multi-PI grants in many programs

Discussion Prompt: “What drives this trend toward collaboration in your field?”

Listen for: Complexity of problems, resource needs, interdisciplinary requirements, technology demands

Bridge: “But collaboration isn’t automatically better - it has to be done well.”

3.5.3 Key Message 2: When Teams Fail (4 minutes)

Common Failure Modes (present as bullets on slide):

  • Coordination loss: Too much time spent organizing, not enough creating
  • Social loafing: Some members contribute less in group settings
  • Groupthink: Pressure for consensus stifles critical thinking
  • Unresolved process conflict: Disagreements about how to work together
  • Goal misalignment: Different objectives or success metrics

Facilitator Note: Don’t dwell on failures - this sets up the solution-focused content ahead.

3.5.4 Key Message 3: Success Factors (4 minutes)

The IMPACT Framework:

  • Interdependence: Members need each other to succeed
  • Motivation: Shared purpose and individual engagement
  • Processes: Clear workflows and communication protocols
  • Abilities: Complementary skills and expertise
  • Culture: Trust, psychological safety, inclusion norms
  • Tools: Infrastructure for collaboration and data sharing

Facilitator Tip: This framework threads through the entire training - refer back to it throughout.

3.6 Activity 1: Team Science Assessment (15 minutes)

3.6.1 Individual Reflection (5 minutes)

Instructions to Give: “Think of a research collaboration you’ve been part of - current or recent. Rate it on these six dimensions using a 1-5 scale, where 1 is ‘major weakness’ and 5 is ‘major strength.’ Be honest - this is for your learning.”

Dimensions to Rate:

  1. Clear shared goals: Everyone understood what we were trying to achieve
  2. Complementary expertise: Team had the right mix of skills and knowledge
  3. Effective communication: Information flowed well, meetings were productive
  4. Equitable participation: All voices were heard, contributions were valued
  5. Conflict resolution: We handled disagreements constructively
  6. Resource sharing: Data, materials, and tools were accessible to team members

Facilitator Actions:

  • Walk around, but don’t look over shoulders
  • Give 1-minute and 30-second warnings
  • Model reflection by jotting your own notes

3.6.2 Small Group Discussion (5 minutes)

Instructions: “Form groups of 4-5. Each person shares: 1. One area where your team was strongest (highest score) 2. One area that was most challenging (lowest score) 3. Don’t name the team or people - focus on the dynamics”

Your Role:

  • Visit each group briefly, listen for patterns
  • Note common strengths and challenges on your notepad
  • Prepare to synthesize themes in debrief

Listen for These Patterns:

  • Strengths: Often include shared excitement about the problem, clear expertise divisions, strong PI leadership
  • Challenges: Frequently communication breakdowns, unclear roles, data sharing difficulties, conflict avoidance

3.6.3 Debrief (5 minutes)

Process:

  1. “What themes did you hear in your groups about team strengths?”
  2. “What about common challenges?”
  3. Capture responses on flipchart/screen
  4. “Great - we’re going to address many of these challenges directly in our time together”

Transition: “Let’s start with one of the most commonly cited issues: communication.”

Module Materials