Data Science that Listens -Strategy is about people. Author of 3 books, 5 courses on listening, thinking styles, mentalmodels. Founding partner of Adaptive Path
(Just north of) San Francisco
Joined March 2007
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I invite you to follow me on 🦋 #BlueSky (bsky.app/profile/indiyoung.b…) or 💼LinkedIn (linkedin.com/in/indiyoung/), where I post about strategy and inclusivity applied to User Experience & Product.
#UX #ProductStrategy
1/2 Qualitative & quantitative data: #QuantData measures how much, and #QualData represents conceptual patterns. Both have an "iffy" version full of assumptions and a solid, reliable version, two ends of the spectrum for both types of data.
2/2 (For qual, reliable patterns occur at data saturation.)
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Get the "I SPY: Data Science that Listens" game here:
🔍 indiyoung.com/wp-content/upl…
Our judgement of other people's approaches goes into the code that we write. Let's make ourselves aware of these other approaches by understanding #ThinkingStyles, and support and respect a broader variety of approaches.
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Listen to this episode of the Empathy in Tech podcast here:
🎙️ empathyintech.com/data-scien…
This great illustration from Anna Lurchenko shows what we do during listening sessions.
It requires practice, but anyone and everyone can learn how to do it!
You wanna know how?
📖 Get the book Time to Listen: bit.ly/book-listen
ALT Deep listening: drop your organization's goal for now; revert to a beginner's mind; follow the person rather than lead; pay rapt attention. Cover of the book Time To Listen: How giving people space to speak drives invention and inclusion, by Indi Young.
Essa linda ilustração da Anna Lurchenko mostra o que fazemos durante as sessões de escuta. Requer prática, mas qualquer um pode aprender a escutar profundamente!
Quer saber como?
📖 Adquira o livro Tempo para Escutar: bit.ly/tempo-escutar
ALT Escuta profunda: deixe de lado os objetivos da sua empresa; coloque-se na condição de aprendiz; siga a pessoa em lugar de liderar; preste atenção focada. Capa do livro Tempo de Escutar: como dar espaço para pessoas falarem leva à inovação e inclusão, da autora Indi Young.
1/2 Watch Party in 📍#BERLIN!
Join a group, eat some excellent snacks, and watch my talk How to Remove Bias From Your Products. Then I'll join you remote and we can discuss what you're experiencing on the subject in your own careers.
ALT Watch Party #4 In-Person meetup + Virtual live Q&A with Indi Young Wednesday, 22nd January @ 17:30 How to Remove Bias From Your Products By Indi Young
2/2 I met an amazing organizer, Yashvir Chawla while I was teaching in Vienna, and he has put together this watch party along with Gabriel Holysz. It will be friendly and fun!
(register to see the address) lu.ma/av7bp1hw
#Research #UX #servicedesign #Berlin
- You refer to this as the problem space and we find ourselves directed to the product space. How do you guide orgs to refocus on the problem space?
- Your data collection and listening sessions are very interesting in that you don't run with a discussion guide. Can you tell why?
- When you do listening sessions, how does your analysis differ?
- How do you bring an org to do this? How do you involve stakeholders?
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🔗 Starts at minute 4:17: qualology.qrca.org/showtime/… (free! registration required, no charge)
2/3 Usually there are around 2-4 approaches you will need to represent with different characters.
(I know a team who hired screen writers and built a whole cast of characters who communicate ideas episode by episode, like on TV.)
3/3
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Listen to this whole episode of the Empathy in Tech podcast here:
🎙️ empathyintech.com/data-scien…
Framing a study: Define or set the scope of the conversations you want to have with people so that the knowledge your team is missing can emerge. There are broad frames, medium frames, and narrow frames. It's one of the variables that determine how many people to recruit.
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Download the "I SPY: Data Science that Listens" game here:
🔍 indiyoung.com/wp-content/upl…
1/2 If your org wants to “land” customers, employees, communities, or ethical changes, you need a #strategy to follow.
➡️ Strategy is about people. Where are they going & thinking so that you can bring tailored solutions?
2/2 ➡️ Strategy creates a broader variety of long-term value that benefits people (and the planet)
A lot of effort goes into your product operations. Don’t try to make a leap or pivot without knowing people’s cognition.
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Learn more:
🔗 indiyoung.com/stabilize-your…
1/2 📚 The #book AI Snake Oil can help your org recognize that predictive #AI (used in filtering through job candidates, as well as other applications) does not work. And the authors don't think it will ever work. "They're just pattern matchers. They don't have common sense."
ALT Book recommendation: "AI Snake Oil" by Arvind Narayanan and Sayash Kapoor
2/2 Plenty of examples in the book.💡
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Read more here:
🔗 press.princeton.edu/books/ha…