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Values-Based Data Science & Design
Level 4 - Structural Features, Expectations, and Redesign Intro
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Level 4 - Structural Features, Expectations, and Redesign Intro

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Hey! Serge here. You're a few dojos away from finishing HS101 !

This week things get exciting. We begin to apply a lot of our concepts to real parts of your life. We'll be taking the space jams you just made and improving them by introducing our last key concept — Structural Features — before going on to the full redesign.

To make the most of our time together next week, I've prepared some reading and exercises for you to go through before class. It will take about 2 hours to read and run through. The class will build on this material. Please take this time to prepare so you can follow in class.

Reading the material and running through the exercise will most likely bring up a lot of questions. That's good! Collect them in the grey boxes at the end of each section and bring them to our session. We'll have answers for you.

Let's get to it!

Serge

PS: all these materials are in constant development — if you have feedback to any of this I'd love for you to leave feedback in a comment in the text.

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Check your progress as you go: [ca. 2 hours]

📚 What's a Structural Feature? [Reading 5 min]
⚙️ Field-trip of Structural Features [Exercise 15 min]
👮 Structural Features and Expectations [Reading 5 min]
🖥 Tracing Expectations from Structural Features [Reading 2 min]
🔬 Meaning Analysis + Salvage [Exercise 40-60 min]
⚙️ Structural Features + 🐾 Hards Steps [Reading 5 min, exercise 40-60 min]

📚 What's a Structural Feature?

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💁🏽‍♀️ Agents, 🏙 Structures, and 🌳 Personal Values

People who design systems often refer to humans as "users" or "participants". In HS101, we call them 💁🏽‍♀️ Agents, pointing out that people are thinking, reasoning decision-makers. In our terminology, agents make choices within 🏙 Structures—environments that impose physical and social constraints.

As we discussed in 💍Four Social Worlds 🕵️‍♂️🌳💍📈, the structure of a situation may lead an agent to prioritize 📈 strategic goals or 💍social expectations. This can crowd out 🌳 personal values in her decision making. When an agent makes a choice that doesn't align with her personal values, she might end up with mixed feelings — even if the decision was a good response to the strategic considerations and social expectations which dominated the situation. On the other hand, if the agent chooses according to her values, it might end up feeling like time well spent, even if things don't turn out exactly as she had hoped.

But what makes the difference in her choices? Why do desired outcomes and social expectations sometimes crowd out someone's personal values?

⚙️ Structural Features

When we look closely at a structure, we can see what we'll call its ⚙️Structural Features, the specific aspects of the environment in which an agent is about to make a choice.

Structural features influence and limit the choices that seem available to an agent. Certain features shape an agent's choices differently than others because the ⚙️Structural Features of the situation make different things relevant — they change what we pay attention to and believe to be important in a given context.

Here is a short list of some common structural features. You won't know what all of these mean just yet and that's okay. Just take five minutes to scan through them.

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Do you have questions about this list?

For an example of how ⚙️Structural Features change what seems possible in a social context, read . It's a good read!

How do ⚙️Structural Features fit into the redesign process? For more clarity review 🔄Human + Structure. It's short and helpful!

Questions?

In your own words, what are structural features? What structural features stand out to you? If you think we've missed some structural features, make a note of it in the questions box below.

Your trainer will be available to answer them in the dojo. Write everything down that you don't quite understand, so you don't forget to ask.

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⚙️ Field-trip of Structural Features

Let's think about a few situations you might have been in and name the structural features of those contexts.

Take ten minutes to think through the four situations beneath. For each situation, try to list all of the structural features you notice. Afterward, click the toggle below each photo and look at the filled-in sheet.

Some of these situations can take on many forms. We made a judgment call of what we think is right. Don't worry if some of your answers are slightly different to ours.

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The short list of our most commonly found structural features hides in this toggle!

What structural features characterise a dinner with friends?

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What were the structural features again?
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Click this for the filled in sheet "Dinner with friend"

What structural features characterise a team meeting?

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What were the structural features again?
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Click this for the filled in sheet "Team Meeting"

What structural features characterise a poetry reading?

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What were the structural features again?
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Click this for the filled in sheet "Poetry Reading"

What structural features characterise facebook newsfeed?

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What were the structural features again?
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Click this for the filled in sheet "Newsfeed"

Structural Features of a Recent Time

Think back to a context you were recently in and write it here.

What structural features did you notice?

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Audience — Size:
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Audience — Loyalty:
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Audience — Feedback:
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Audience — Time Together:
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Contribution — Pretext:
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Contribution — Pace:
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Contribution — Filter:
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Connections — Matchmaking:
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Connections — Interreliance:
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Connections — Depth:
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Connections — Form:
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Consequences — Status:
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Consequences — Stakes:
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Consequences — Durability:
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Other Features:

Questions?

Your trainer will be available to answer them in the dojo. Write everything down that you don't quite understand, so you don't forget to ask.

Do any of our answers to the filled-in structural features sheets surprise you? Which of these are you least clear on?

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👮 Structural Features and Expectations

You just identified structural features of different scenarios from memory (or live)! Now we'll build your intuition for when structural features generate Expectation or Goals.

To understand this, look at the diagram beneath. If you look at step 2 in our redesign method, structural features interact with values in two ways:

  1. They make hard steps harder (or easier)
  2. They drive the evolution of Expectation and goals which crowd out values
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Questions?

I am a box you can type into to remember your questions.

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🖥 Tracing Expectations from Structural Features

Structural Features generate norms

Let's look at the Social System of the Ted X Stage. Here, two Structural Features create the Expectation of Polished work:

  • Audience Size: Big
  • Durability: Permanent
  • Stakes: High

Not many Ted X presenters walk up to the stage and 'wing it'. They know that their lecture will be permanently listed on Youtube and in podcasts. They also have to present in front of a large audience of people who are expecting a certain kind of delivery and quality in the presentation. The stakes are pretty high at larger Ted events. The audience has probably paid money to be there and don't want to be let down. The lecture will probably also have a lasting impact on the career of the presenter. They better not mess it up!

Social System:

Ted X Stage

Structural Feature:

Audience Size: Big Durability: Permanent Stakes: High

Expectation Generated:

Polished work

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Can you name a Social System and an Expectation of that social system?

Social System:

Expectation Generated:

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🔬 Meaning Analysis + Salvage

You've identified structural features and traced emerging norms and expectations to them. Now we'll analyze a recent meaningless time that you had. One that felt empty, pointless, or shitty. Try this with yourself by following the instructions below. If you have time later, interview someone using 💬Epiphany Interviews instead of ❣️Emotions to Values.

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💩Meaningless Time & ⚙Structural Features List (one that felt empty, pointless, shitty)
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❣️Emotions to Values
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🌳Purify your articulated Value
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🕵 Analyse the situation and redesign it
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See our example of a 💩Meaningless Time on Facebook HERE
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⚙️ Structural Features + 🐾 Hards Steps

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You've space jammed before (marked in red in the diagram above). To get you ready for the full redesign, we'll add structural features to space jam right now. You already know the template underneath — it's the same as in the last session, with the addition of a ⚙️Structural Features (Easier In) section.

When we work on structural features, we ask ourselves what real or imaginary social systems make living by the suppressed value easier than the one you found yourself in. What small utopia would help you live by your value, and what can you learn from that exceptional space? That is why we call this exercise ⚙️Structural Features (Easier In). Here is an example: it is much easier to practice a value around vulnerability in a space where the pace is slow, status is flat and when the stakes are low.

Think about the structural features of the context you were in, what other contexts your value would have been "easier in" and use both as inspiration for your redesign.

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To see some completed space jams using structural features, check out these two links.

Problem/Emotion Story:

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Emotions to Values Cheat Sheet

Emotion:

Immediate Cause:

Draft Value:

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Epiphany Moves
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Emotion Questions

🌳 Personal Value:

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← Click here to open the 🛡Values Gauntlet

👣 Hard Steps:

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← Click here for a reminder of how to find 👣 Hard Steps
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← Click here to open 👣 Hard Steps Cheat Sheets
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Screen your 👣 Hard Steps with this checklist

⚙️ Structural Features (Easier In) What structural features of the situation can you identify? What real or imaginary social system makes living by the suppressed value easier than the one you found yourself in?

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← Click here to open ⚙️ Structural Features Cheat Sheet

🎸 Space Jam:

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← Click here to open 🎱 Eight ways your game could suck
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← Click here for instructions on how to 🎸 space jam

Questions?

I am a box you can type into to remember your questions.

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🎊 All done. See you in class!

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Teachers notes
Want to learn this is a social environment?