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Values-Based Data Science & Design
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Practices and Methods

Social design is something we all do. When you host a dinner or start an organization, you think how the dinner should flow, and what the roles should be in the organization. That's social design. When you build an app and decide how moderation or signups should work—that's social design too.

  • The Practices
  • ♥️ Empathy Practices
  • 🧠 Imagination Practices
  • 🗣️ Argumentation Practices
  • What Success Looks Like

The practices in this textbook are meant to work with a social design project of yours. You'll need a project you care about. You could redesign

  • Tech products (like Louise)
  • Academic lab meetings and conferences (like Adam)
  • Death rituals (like Stephany),
  • Blockchain investment structures (like Kash)
  • etc.
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What kind of projects work?
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The Practices

♥️ Empathy Practices

Designers want to make their designs good for people. So, they need clear ideas about what's good for who. We use values—your own and other people's—as design criteria. To do this, you need to get much more specific about values. You need to interview people whose lives will be touched by your project, and collect their values.

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Writing and interrogating your own values

You'll find evidence of them

  • In your emotions - ❣️Emotions to Values Worksheet
  • In your life transitions - 🐛Value Transitions (from Value to Value)
  • In moments that were meaningful and meaningless - 🔬Meaning Analysis
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Gather values from others

🎤Values Elicitation Technique (VETing)

Our VETing interviews can be intimate, but this step is just as important for students with larger-scale projects. For example, Will from even.com led a major redesign of his app, away from the user-goal of getting a low-cost loan, towards a set of articulated user-values of becoming financially empowered. Our methods allowed even.com to name what financial empowerment means for users, to make their redesign testable, and those values monitorable in user surveys and dashboards.

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Finding the "hard steps" of living by a value

When are you best able to be honest, bold, creative, etc? When does it become impossible?

👣Introducing Hard Steps

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In 🎒The School for Social Design, we organize practice sessions to get good at the interviewing process, and support you to interview a population you're concerned with. This takes up the first month of the program. It involves weekly meetings with your guide, a few group sessions, 2-3 meetings with mentors, and possibly a transformative experience.

🧠 Imagination Practices

To imagine better social designs, conventional methods of sketching, brainstorming, and prototyping aren't enough. As you learn, you'll imagine radical new approaches to your project.

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Intuiting how values can be supported

Sketch many ways to support a value, focused on different "hard steps".

👣Introducing Hard Steps

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Embedded prototyping

We'll help you make quick experiences, games, and structured interactions for a test population, to explore how a set of constraints affects a value.

👩‍🚀How to Space Jam

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In 🎒The School for Social Design, this imagination phase takes six weeks of sketching and prototyping. You'll meet with mentors to try other design directions. You'll test prototypes that help with particular hard steps.

🗣️ Argumentation Practices

If you work in a team, or need to attract people into your system, you'll need to make the case for the values you picked, and show that your design is uniquely suited to support them.

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Writing values clearly (so they serve as design criteria) and databasing them

✍️Chapter 4. Values Cards

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Illustrating the difference between values and norms, ideologies, goals, etc

👺Group Practice: Out of Character

🎲Game: 👺 Out of Character w. Ideological Commitments

⚡Worksheet: On My Own Terms

👿Situation Salvage for Beginners

🎲Group Practice: 📬 Guess My Motive

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Pointing out problematic design features

👿Situation Salvage for Beginners

🔬Meaning Analysis

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Readings

💍Four Social Worlds 🕵️‍♂️🌳💍📈

🎌Values, Preferences, & Meaning

🚃Chapter 10. Space Trains

💰Chapter 11. Incentives Structures

🥼Anatomy of a Social System

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In 🎒The School for Social Design, towards the end of our program, you'll document your best ideas. We'll arrange conversations about them with relevant experts. You'll meet other social designers who've dealt with similar challenges, and get on some podcasts. These meetings will help your inventions to spread.

→ See 🗺️Each Learner has a Roadmap

What Success Looks Like

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The best way to learn this stuff is to enroll in 🎒The School for Social Design, where
  • We make a custom plan for each student. 🗺️Each Learner has a Roadmap
  • You get a personal guide who understands how you work best, and how the whole process can be rewarding for you. The guide sets up meetings and group sessions and arranges mentors for the relevant skills (just in time to use them).

If you go through the course

  • You'll have gained an empathy about values; your design imagination will take new directions; you'll be articulate about what's better in your new designs.
  • You'll be able to integrate the practices we teach into your existing workflows.
  • You'll have new friends to support you, as you practice values-based social design.
  • You'll know practices you can teach others, so they too can extend their empathy, imagination, and articulacy.
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Considering the program?

Jump right to the application.

See 🗺️Each Learner has a Roadmap

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Extending your design considerations

Every designer tends towards imagining some kinds of solutions, but not others. (For instance, blockchain and mechanism designers tend to focus on incentives, and miss other ways to support values—like relationship structures, theatrical elements, and legitimation processes.)

So—to round out your imagination—we'll make you focus on design directions you don't naturally consider: some of your design sketches will focus on the kinds of relationships that foster that value; some, on what settings and timings support it; which kinds of social network shapes and legitimation processes support it; and finally, which incentives might support or undermine it.

🔥Situation Salvage: Legitimation

🃏Legitimation Poker

🔥Situation Salvage: Relationships

Chapter 5. Funnels, Tubes, and SpacesChapter 5. Funnels, Tubes, and Spaces

Want to learn this is a social environment?