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Mental Models to Guide Product Decisions
by Google Product Manager
www.productschool.com
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Mental Models to Guide Product
Decisions
Speaker: Anurag Viswanath, Google PM
1
Agenda
1. What are Mental Models?
2. Type of Mental Models & their
relevance in Product roles
3. How can you use them?
4. Resources
What are Mental Models?
Would you step in front of a Speeding bus?
“A mental model is an explanation of someone's thought process about how
something works in the real world. It is a representation of the surrounding world,
the relationships between its various parts and a person's intuitive perception about
his or her own acts and their consequences. Mental models can help shape
behaviour and set an approach to solving problems (similar to a personal
algorithm) and doing tasks.” - Wikipedia
(Alternative deïŹnition)
“Mental Models are thinking tools (or) frameworks that are typically used in
conjunction with each other, to help arrive at the most rational decision based on
the information available in a given context. They guide our worldview and
behaviors, help us simplify the complexity in life, and are often shaped by our
experiences and learnings”
“Mental Models are thinking tools (or) frameworks that are typically used in
conjunction with each other, to help arrive at the most rational decision based on the
information available in a given context. They guide our worldview and behaviors,
help us simplify the complexity in life, and are often shaped by our experiences and
learnings”
Type of Mental Models & their relevance
in Product roles
➔ In a typical workday, PMs are responsible for making a wide
variety of decisions, frequently (and sometimes quickly), but don’t
necessarily have all the data/ information to aid with decision
making/ problem solving.
➔ Mental models help
◆ Reframe a problem and ask the right questions to look at it
from a diïŹ€erent perspective
◆ Make good decisions consistently
◆ Provide language to communicate the Why behind
complex decisions to your team/ XFN stakeholders.
◆ Most importantly, help navigate the ambiguity in our jobs
and reduce decision fatigue.
➔ Selection of the right tool and application depends on factors
like:
◆ Stage of the Product Development Lifecycle
◆ Decision velocity (Fast vs Slow Decisions)
◆ Nature of decision (Strategic vs Tactical)
Why are they relevant?
Mind Map: PM Toolbox
Mind Map: PM Toolbox
➔ First Principles
◆ Common techniques: 5 Whys, Socratic Questioning (e.g. ClariïŹcations, Probing assumptions and evidence,
Consequences, Questioning the question etc)
➔ RICE Prioritization [Where Score = (Reach x Impact x ConïŹdence)/ EïŹ€ort]
➔ Reversible (Visualize a 2 way door!)/ Irreversible Decisions (a.k.a Type 1 and Type 2 decisions)
➔ Technical Debt
➔ Eisenhower Matrix (2x2)
◆ Urgent and Important: Tasks you should do immediately.
◆ Important, not Urgent: Tasks you should schedule to do later.
◆ Urgent, not Important: Tasks you should delegate to someone else.
◆ Not Urgent, not Important: Tasks that you should drop
A few popular Thinking Tools/ Frameworks...
How you can use them
Let’s take a look at a few in more detail...
Inversion*
Steps involved:
1. Product Goal deïŹnition: What are you
trying to achieve?
2. Invert it:
a. What reasons would guarantee a
failure at achieving this goal?
b. What would be the worst
decision/ solution in this situation?
c. What features would destroy this
product?
3. Avoid it :)
*This technique is important, when you're
starting a new project (or) working on a
high-stakes problem where you might want to
focus on speciïŹcally avoiding bad solutions.
A good trigger question to know if
inversion is the right mental model
to use: "Am I only thinking of ideal
solutions or scenarios?"
2nd Order
Thinking
A good trigger question: "What
would be the long-term
consequences/ eïŹ€ects of this
decision?"
Image Credits: fs.blog
→ First-order thinking is fast and easy.
→ Second (or nth) -order thinking is more
deliberate
Steps involved:
1. Consider a decision you have to make.
2. Start by listing down the immediate
eïŹ€ects (1st order) of making this
decision.
3. Then for each of the eïŹ€ects, ask
yourself: “...And then what”?
EigenQuestions
Often the best path through a decision
is to pick the right question to start
with.
Image Credits: coda.io
“ A group of scientists have invented a
teleportation device. They have come to you
and asked for your assistance in bringing it to
market. What do you do?”
OODA Loop
1. Observe (Data acquisition: Product,
Market, Users/ Customers)
2. Orient (Strategic Planning, Market
positioning)
3. Decide (Seek XFn Stakeholder feedback,
Make a Decision)
4. Act (Execute and build Product/ feature,
fast*)
* The key essence of the loop is to make a
decision before your competitor does.
References
1. https:/
/fs.blog/
2. https:/
/thesystemsthinker.com/
3. Superthinking: The Big Book of Mental Models
4. https:/
/untools.co/
Thank you!
Get in touch!
@anurag-viswanath
www.productschool.com
Part-time Product Management Training Courses
and
Corporate Training

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Mental Models to Guide Product Decisions

  • 1. Mental Models to Guide Product Decisions by Google Product Manager www.productschool.com
  • 2. CERTIFICATES Your Product Management CertiïŹcate Path Product Leadership CertiïŹcateℱ Full Stack Product Management CertiïŹcateℱ Product Management CertiïŹcateℱ 20 HOURS 40 HOURS 40 HOURS
  • 3. Corporate Training Level up your team’s Product Management skills
  • 4. Free Product Management Resources BOOKS EVENTS JOB PORTAL COMMUNITIES bit.ly/product_resources COURSES
  • 5. Mental Models to Guide Product Decisions Speaker: Anurag Viswanath, Google PM
  • 6. 1 Agenda 1. What are Mental Models? 2. Type of Mental Models & their relevance in Product roles 3. How can you use them? 4. Resources
  • 7. What are Mental Models?
  • 8. Would you step in front of a Speeding bus?
  • 9. “A mental model is an explanation of someone's thought process about how something works in the real world. It is a representation of the surrounding world, the relationships between its various parts and a person's intuitive perception about his or her own acts and their consequences. Mental models can help shape behaviour and set an approach to solving problems (similar to a personal algorithm) and doing tasks.” - Wikipedia (Alternative deïŹnition) “Mental Models are thinking tools (or) frameworks that are typically used in conjunction with each other, to help arrive at the most rational decision based on the information available in a given context. They guide our worldview and behaviors, help us simplify the complexity in life, and are often shaped by our experiences and learnings”
  • 10. “Mental Models are thinking tools (or) frameworks that are typically used in conjunction with each other, to help arrive at the most rational decision based on the information available in a given context. They guide our worldview and behaviors, help us simplify the complexity in life, and are often shaped by our experiences and learnings”
  • 11. Type of Mental Models & their relevance in Product roles
  • 12. ➔ In a typical workday, PMs are responsible for making a wide variety of decisions, frequently (and sometimes quickly), but don’t necessarily have all the data/ information to aid with decision making/ problem solving. ➔ Mental models help ◆ Reframe a problem and ask the right questions to look at it from a diïŹ€erent perspective ◆ Make good decisions consistently ◆ Provide language to communicate the Why behind complex decisions to your team/ XFN stakeholders. ◆ Most importantly, help navigate the ambiguity in our jobs and reduce decision fatigue. ➔ Selection of the right tool and application depends on factors like: ◆ Stage of the Product Development Lifecycle ◆ Decision velocity (Fast vs Slow Decisions) ◆ Nature of decision (Strategic vs Tactical) Why are they relevant?
  • 13. Mind Map: PM Toolbox
  • 14. Mind Map: PM Toolbox
  • 15. ➔ First Principles ◆ Common techniques: 5 Whys, Socratic Questioning (e.g. ClariïŹcations, Probing assumptions and evidence, Consequences, Questioning the question etc) ➔ RICE Prioritization [Where Score = (Reach x Impact x ConïŹdence)/ EïŹ€ort] ➔ Reversible (Visualize a 2 way door!)/ Irreversible Decisions (a.k.a Type 1 and Type 2 decisions) ➔ Technical Debt ➔ Eisenhower Matrix (2x2) ◆ Urgent and Important: Tasks you should do immediately. ◆ Important, not Urgent: Tasks you should schedule to do later. ◆ Urgent, not Important: Tasks you should delegate to someone else. ◆ Not Urgent, not Important: Tasks that you should drop A few popular Thinking Tools/ Frameworks...
  • 16. How you can use them Let’s take a look at a few in more detail...
  • 17. Inversion* Steps involved: 1. Product Goal deïŹnition: What are you trying to achieve? 2. Invert it: a. What reasons would guarantee a failure at achieving this goal? b. What would be the worst decision/ solution in this situation? c. What features would destroy this product? 3. Avoid it :) *This technique is important, when you're starting a new project (or) working on a high-stakes problem where you might want to focus on speciïŹcally avoiding bad solutions. A good trigger question to know if inversion is the right mental model to use: "Am I only thinking of ideal solutions or scenarios?"
  • 18. 2nd Order Thinking A good trigger question: "What would be the long-term consequences/ eïŹ€ects of this decision?" Image Credits: fs.blog → First-order thinking is fast and easy. → Second (or nth) -order thinking is more deliberate Steps involved: 1. Consider a decision you have to make. 2. Start by listing down the immediate eïŹ€ects (1st order) of making this decision. 3. Then for each of the eïŹ€ects, ask yourself: “...And then what”?
  • 19. EigenQuestions Often the best path through a decision is to pick the right question to start with. Image Credits: coda.io “ A group of scientists have invented a teleportation device. They have come to you and asked for your assistance in bringing it to market. What do you do?”
  • 20. OODA Loop 1. Observe (Data acquisition: Product, Market, Users/ Customers) 2. Orient (Strategic Planning, Market positioning) 3. Decide (Seek XFn Stakeholder feedback, Make a Decision) 4. Act (Execute and build Product/ feature, fast*) * The key essence of the loop is to make a decision before your competitor does.
  • 21. References 1. https:/ /fs.blog/ 2. https:/ /thesystemsthinker.com/ 3. Superthinking: The Big Book of Mental Models 4. https:/ /untools.co/
  • 22. Thank you! Get in touch! @anurag-viswanath
  • 23. www.productschool.com Part-time Product Management Training Courses and Corporate Training