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Experiment Results

P2 Donation Collective Choice

17 participants 2026-03-16
The Question
In this study, you will take part in a collective decision about how to allocate a charitable donation. You will be asked to decide which charity should receive a $10 donation. Several charities are working on different approaches to addressing social problems. Each of them uses donations in different ways and focuses on different types of impact. In an anonymous conversation with a neutral AI assistant, you will be asked to rank the options and briefly explain why exactly you prefer your top choice. After everyone in the group makes their choice, the charity that receives the most support will be selected as the winner.
Key Results

P2 Donation Collective Choice - Session Summary

Detailed Findings
Summary

P2 Donation Collective Choice - Session Summary

🎯 Final Outcome & Key Dynamics

This collective decision process revealed a strong convergence toward human-centered needs, with participants gravitating toward either the Community Health Clinic or Community Food Pantry Network as their top choices. The discussion demonstrated thoughtful deliberation about urgency, systemic gaps, and cost-effectiveness.

Final Rankings Distribution:

  • Community Health Clinic: 6 participants (top choice)
  • Community Food Pantry Network: 7 participants (top choice)
  • Urban Tree Initiative: 2 participants (top choice)
  • Animal Rescue Shelter: 2 participants (top choice)

💡 Core Arguments That Shaped Decisions

🏥 Community Health Clinic Advocates

Key reasoning:

  • Healthcare is foundational and urgent - addresses both physical and mental health
  • US healthcare system is broken and expensive - inadequately addressed by government
  • Serves marginalized populations (low-income, immigrants) with nowhere else to go
  • Student-run model provides dual benefit: patient care + medical education
  • Healthcare enables people to work, learn, and care for families - multiplier effect

Most compelling quote: "There's really only one way to access a doctor - this fills a critical gap for uninsured people"

🍎 Community Food Pantry Network Advocates

Key reasoning:

  • Food is a first-order need - baseline for everything else (can't think, study, or work when hungry)
  • Addresses immediate, recurring urgency - people need to eat today
  • Tackles both food waste and hunger simultaneously through redistribution
  • Inequality-focused - serves the most vulnerable populations
  • Personal experience working with low-income families made impact tangible

Most compelling quote: "Being hungry is a real immediate need that is a baseline for other needs. If you are hungry you don't think straight, you can't study"

🌳 Urban Tree Initiative Advocates

Key reasoning:

  • Maximizes benefit across most people - environmental, mental health, cooling effects compound over decades
  • Cost-effectiveness - $10 goes furthest here in tangible impact
  • Addresses urban heat islands and improves quality of life universally
  • Creates lasting infrastructure with multiplier effects (cleaner air, wildlife, stormwater management)
  • Less dependent on individual donations - can leverage environmental grants

Most compelling quote: "What would provide the most long-term benefit for the most people? In that sense, trees may deserve higher placement"

🐾 Animal Rescue Shelter Advocates

Key reasoning:

  • Animals can't advocate for themselves - completely voiceless and dependent
  • Chronically underfunded - doesn't fit institutional funding streams like food banks or health programs
  • Immediate, tangible impact - $10 covers a day of food/care or vaccination
  • Humans created this responsibility through domestication
  • Personal connection and values around animal welfare

Most compelling quote: "Animals can't advocate for themselves - they can't fill out forms, go to a food bank, or make a case for funding. They're completely dependent"


🔄 Perspective Shifts & Persuasion Moments

Significant Changes:

  1. Conversation 2: Participant shifted from Food Pantry → Urban Tree Initiative after utilitarian "most good for most people" argument
  2. Conversation 4: Participant moved from Animal Rescue → Health Clinic after reasoning about healthy people enabling healthy pets
  3. Conversation 5: Participant shifted from Food Pantry → Health Clinic after considering vulnerability and expansion potential
  4. Conversation 17: Participant became split between Health and Food, requesting more information

Arguments That Resonated Across Conversations:

  • Maslow's hierarchy of needs framework (mentioned multiple times)
  • Funding ecosystem analysis - which causes have institutional support vs. individual donations
  • Causal reasoning - food/health as prerequisites for other activities
  • US context specificity - broken healthcare system, expensive medical care
  • Cost-effectiveness - where does $10 make the most difference?

🤔 Key Tensions & Debates

Urgency vs. Long-term Impact

  • Immediate needs (food, health) vs. infrastructure investment (trees)
  • Some argued trees benefit thousands over decades; others prioritized preventing immediate suffering

Breadth vs. Depth

  • Utilitarian calculus: maximize total benefit across most people (trees)
  • Targeted impact: address most vulnerable populations intensively (food, health)

Institutional Support Analysis

  • Disagreement about which causes are "already well-supported"
  • Food pantries: government programs (SNAP, WIC) + corporate donations
  • Health clinics: university backing for student-run programs
  • Animal shelters: perception of support ≠ actual funding reality
  • Trees: environmental grants available

Human vs. Animal Needs

  • Philosophical divide: some automatically prioritize human flourishing
  • Others challenged this hierarchy, emphasizing animals' complete voicelessness
  • European participant noted public health services make healthcare less urgent in their context

📊 Notable Patterns

Geographic Context Matters:

  • US-based participants emphasized broken healthcare system and food insecurity
  • European participant noted public health services already exist, preferred animals
  • Chicago participant mentioned city already has good tree coverage

Personal Experience Influenced Rankings:

  • Volunteering at animal shelters → Animal Rescue priority
  • Working with food pantries → Food Pantry priority
  • Living in NYC → Understanding of food waste/scarcity gap
  • Medical context awareness → Health Clinic priority

The "$10 Question":

  • Some argued $10 is too small to matter for some causes
  • Others emphasized collective power - "if 100 people donate $10..."
  • Cost-effectiveness debate: where does $10 stretch furthest?

🎭 Outlier Perspectives

Conversation 14 - The Contrarian:

  • Insisted on Urban Trees despite minimal engagement with arguments
  • Responses were dismissive ("they just sound dull")
  • Asked off-topic questions (grandmother's card)
  • Represents potential for disengaged participation in collective decisions

Conversation 16 - The Egalitarian:

  • Wanted to split equally between all projects
  • When forced to choose, selected animals based purely on personal preference
  • Explicitly stated preference for animals over humans
  • European context made health less urgent

🏆 Winning Arguments & Persuasive Techniques

Most Effective Framings:

  1. Systemic Gap Analysis

    • "Healthcare is expensive and inadequately addressed by government in the US"
    • Identifying which needs have institutional support vs. individual donation dependency
  2. Causal Chain Reasoning

    • "Nutritious food is causal - it must happen first before other actions"
    • "Healthy people can better support healthy pets"
  3. Concrete Impact Visualization

    • "$10 covers one day of food and care for an animal"
    • "300 patients annually" (though some saw this as too small)
  4. Multiplier Effect Arguments

    • Trees benefit thousands over decades
    • Healthcare enables work, learning, family care
  5. Vulnerability Framing

    • "Animals can't advocate for themselves"
    • "Marginalized individuals facing economic and immigration challenges"

🔮 Unresolved Questions

Several participants noted they would need more information to make fully confident decisions:

  • Actual funding levels and institutional support for each organization
  • Specific impact metrics and outcomes data
  • Geographic specifics (which cities for trees?)
  • Scale and growth plans for organizations
  • Comparative cost-effectiveness analysis

The $10 constraint created interesting dynamics - some saw it as too small to matter for certain causes, others emphasized collective power and marginal impact.


📝 Meta-Observations on the Process

Deliberation Quality:

  • Generally thoughtful and respectful engagement
  • Participants genuinely considered opposing viewpoints
  • Several acknowledged complexity and validity of multiple perspectives
  • Some changed their minds based on new arguments

Challenges:

  • Limited information about organizations made comparisons difficult
  • Personal values and experiences heavily influenced "objective" assessments
  • Geographic context created different baseline assumptions
  • One participant was clearly disengaged/contrarian

Success Factors:

  • Structured ranking format forced prioritization
  • Explanation requirements surfaced reasoning
  • Exposure to diverse perspectives broadened considerations
  • Iterative process allowed for reflection and revision

🎯 Conclusion

The collective decision process revealed a fundamental tension between immediate human needs and long-term systemic benefits. While the group was split between Health Clinic and Food Pantry as top choices, both represent a shared prioritization of urgent, human-centered needs over environmental infrastructure or animal welfare.

The most persuasive arguments combined systemic analysis (funding gaps, institutional support), causal reasoning (prerequisite needs), and concrete impact (what $10 actually does). Personal experience and geographic context significantly shaped individual priorities, but participants demonstrated genuine openness to reconsidering their positions when presented with compelling alternative frameworks.

Notable Quotes
There's really only one way to access a doctor - this fills a critical gap for uninsured people
Being hungry is a real immediate need that is a baseline for other needs. If you are hungry you don't think straight, you can't study
What would provide the most long-term benefit for the most people? In that sense, trees may deserve higher placement
Animals can't advocate for themselves - they can't fill out forms, go to a food bank, or make a case for funding. They're completely dependent
Opinion Shift
Phase 1 Available
This session is part of a paired cross-pollination experiment. View P1 Donation Collective Choice →
How Cross-Pollination Works
Phase 1

Share your view

Participants answer the question independently, without seeing others' responses.

Between

Ideas collected

An AI facilitator synthesizes all responses into key themes and perspectives.

Phase 2

Hear others

Participants see the synthesis and respond — updating, refining, or reaffirming their views.

Outcome

Collective picture

The final synthesis captures where the group aligns, disagrees, and what shifted.

Session hst_f3f99c5cc524
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