SlideShare a Scribd company logo
• The Learning While Working podcast
• The blog
• eBooks
• The recordings of past webinars
• A virtual conference in July
Other content from Sprout Labs
• What it means to have a digital mindset. Then we will
dive into three mindsets:
• Thinking in rules and designing interactivity
• Becoming data driven
• Being agile
• The session is organised around a scenario we will
explore together
We will discuss …
What is a digital mindset?
It’s not about “putting content or process online”
It’s 2 broad things - data and algorithms (thinking in rules)
Subjective
viewpoints
Driven by data
Where is L&D at?
Builds ’Libraries’
Thinking in rules and
systems– ‘smart
experiences’
Data driven
Being data driven is not just about xAPI
xAPI is simply an awesome way to store learning data
Data is everywhere
Business data
Learning data
How is learning going
to impact business data?
How is learning going
to change in response to
business data?
Data-Driven Learning Design — Lori Niles-Hofmann
She talks about reading employees ‘Digital body language’.
What are people searching for?
What are people accessing?
What are the trends? How is the data changing?
Listen to the podcast at: https://www.sproutlabs.com.au/blog/data-driven-learning-design-and-digital-
body-language/
A/B test
Two different versions – which one gets the best results?
Linking learning and performance — GamEffective
Changes in performance data – trigger micro-learning
Dashboards to give employees feedback (visualisations make
data easier to understand)
Listen to the podcast at: https://www.sproutlabs.com.au/blog/personalisation-of-learning/
B.A.D.I.R.
1. Business question - what is the hypothesis?
2. Analysis plan
3. Data collection
4. Insights
5. Recommendations
Behind Every Good Decision: How Anyone Can Use Business Analytics to Turn Data into Profitable Insight -
Piyanka Jain, Puneet Sharma
Some of the work Sprout Labs is doing using AI/Machine
Learning approaches with learning data:
• We are building a recommendation system that uses xAPI
data
• We are using predictive modelling to build a system that
can tell when someone is struggling during an induction
compared to other people
Meet Mary
She is the L&D person at a
global FinTech company. They
have 1300 staff, who are
mainly technical.
The staff is young, tech savvy
but lack experience and are
highly mobile.
The business is having problem with
projects not being delivered on-time.
The root cause of this is that many of
the project managers lack time
estimation skills - they are generally
new to their roles and just don’t have
the experience.
Mary doesn’t just want to ‘build a
course’. The employees will not do it.
.
Identify what parts of the estimating process are breaking down
An "Estimating" course is too much scope
Talk to the project managers
Figure out the employees motivations are learn
Do they need to complete learning?
Is there a way that you can get the messages out there in the
environment where they work?
Find out where the mistakes are occurring
Ask the learner to complete a SWOT analysis and ask what it is the
best way that they feel they can learn more
Develop personas
What are the business outcomes?
Take a performance consulting approach, What's already out there
to help people estimate their time-to-complete?
Use AI to take on the bulk of the estimating
What are some the ways
Mary could take a data
driven approach?
Thinking in rules and designing interactivity
Content
driven
Process
driven
Practice, reflection
The focus of the next section is on learning design
Continuum of interactivity in digital experiences
Reading or
watching
video
Collaborating
online with
others
Sharing
Multi-user
games
GamesQuiz
Most eLearning is about
here
Discussing
Focusing on what people need to do
What people need to do leads to the
interactions in your learning experience
Allow people to practice what they need to do
Move content outside of the course
Scenarios, case studies, stories – all reflect
realistic situations into which it is easier to
build interactions.
Project managers can look back over past time logs
when estimating new projects.
What types of interactions could be added to help
the project managers estimate based on these
past logs?
Set up Scenario based situations for the learner to work through,
and include time to reflect on their thoughts with their Manager
Past estimations vs reality
I'd like to see some kind of group competition where past
estimation vs reality is compared against current estimation and
reality, and the improvement is ranked
How about just incentives accurate estimates?
Binary – Make .. choice and
you are taken to … section
e.g. branching scenarios
Level – When a certain
score is reached then …
When …. factor gets to a
certain point then ….
Content is not learning – reflection
Example of content curation
1. Self assessment to trigger the start of the reflective process
2. How does this relate to your organisation and how is this
different in your organisation?
3. Content
4. Reflection – actions what will you do in the future? In a
perfect world this would be shared with a employee’s
manager and the employee and manager made
accountable.
Agility
Agility is an overused term
Comes from software development – embeds lean
thinking - L&D and HR will evolve it
It evolved because most IT projects failed because they didn’t
meet business needs or the needs changed
’Tools’ of agile
Standup meetings – quick daily meetings - increases
collaboration
Sprints – short blocks of work e.g. 1 to 2 weeks –
during a sprint something is built that end users can
work with
SCRUM boards – A visual way of showing work in
progress
Minimum Viable Product (MVP)
What is smallest, fastest thing we can build to test a learning
program?
Enablers for more agile approaches in learning
Micro-learning – focusing on smaller chunks of learning
Social learning – text or virtual classrooms – it’s just
about designing the prompts
Performance supports – remove the learning ‘events’
It’s embedded in the way L&D work
Who is using agile project management?
We use standard project
approaches
Agile project management is often slower – but it means
the right solutions are built
Being open to change
Being able to create change quickly
Agile manifesto Agile in learning
Individuals and interactions over
processes and tools
Individuals and interactions over
processes and tools
Working software over comprehensive
documentation
Performance improvement over delivery
Customer collaboration over contract
negotiation
Collaboration over planning
Responding to change over following a
plan
Responding to change over following a
plan
What are the pros and cons of using agile project
management in L&D?
Pros Cons
Meets learners needs which
ultimately should increase business
performance
Realtime learning
Immediate feedback
Employee focussed
Not producing things that are not
useful
Can be a challenge to stay as
profitable as a lump sum, waterfall
project
You don't see the big picture upfront.
Big changes can be costly
Constantly iterating. It is never
finished
The virtual events
A version of the App
Mary’s solution has a lot of components, e.g. App, social network, virtual
events. What should be her Minimum Viable Product (MVP) be?
The social network
Dr Robin Petterd
M: +61 419 101 928
E: robin@sproutlabs.com.au
Developing a digital mindset
We run programs for L&D people
on developing a digital mindset
and also coach teams and support
them through complex digital
projects.
Please get in contact if you are
interested.

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Developing a digital mindset - recording

  • 1.
  • 2. • The Learning While Working podcast • The blog • eBooks • The recordings of past webinars • A virtual conference in July Other content from Sprout Labs
  • 3. • What it means to have a digital mindset. Then we will dive into three mindsets: • Thinking in rules and designing interactivity • Becoming data driven • Being agile • The session is organised around a scenario we will explore together We will discuss …
  • 4. What is a digital mindset?
  • 5. It’s not about “putting content or process online”
  • 6. It’s 2 broad things - data and algorithms (thinking in rules)
  • 7. Subjective viewpoints Driven by data Where is L&D at? Builds ’Libraries’ Thinking in rules and systems– ‘smart experiences’
  • 9. Being data driven is not just about xAPI xAPI is simply an awesome way to store learning data
  • 11. Business data Learning data How is learning going to impact business data? How is learning going to change in response to business data?
  • 12. Data-Driven Learning Design — Lori Niles-Hofmann She talks about reading employees ‘Digital body language’. What are people searching for? What are people accessing? What are the trends? How is the data changing? Listen to the podcast at: https://www.sproutlabs.com.au/blog/data-driven-learning-design-and-digital- body-language/
  • 13. A/B test Two different versions – which one gets the best results?
  • 14. Linking learning and performance — GamEffective Changes in performance data – trigger micro-learning Dashboards to give employees feedback (visualisations make data easier to understand) Listen to the podcast at: https://www.sproutlabs.com.au/blog/personalisation-of-learning/
  • 15. B.A.D.I.R. 1. Business question - what is the hypothesis? 2. Analysis plan 3. Data collection 4. Insights 5. Recommendations Behind Every Good Decision: How Anyone Can Use Business Analytics to Turn Data into Profitable Insight - Piyanka Jain, Puneet Sharma
  • 16. Some of the work Sprout Labs is doing using AI/Machine Learning approaches with learning data: • We are building a recommendation system that uses xAPI data • We are using predictive modelling to build a system that can tell when someone is struggling during an induction compared to other people
  • 17. Meet Mary She is the L&D person at a global FinTech company. They have 1300 staff, who are mainly technical. The staff is young, tech savvy but lack experience and are highly mobile.
  • 18. The business is having problem with projects not being delivered on-time. The root cause of this is that many of the project managers lack time estimation skills - they are generally new to their roles and just don’t have the experience. Mary doesn’t just want to ‘build a course’. The employees will not do it. .
  • 19. Identify what parts of the estimating process are breaking down An "Estimating" course is too much scope Talk to the project managers Figure out the employees motivations are learn Do they need to complete learning? Is there a way that you can get the messages out there in the environment where they work? Find out where the mistakes are occurring Ask the learner to complete a SWOT analysis and ask what it is the best way that they feel they can learn more Develop personas What are the business outcomes? Take a performance consulting approach, What's already out there to help people estimate their time-to-complete? Use AI to take on the bulk of the estimating What are some the ways Mary could take a data driven approach?
  • 20. Thinking in rules and designing interactivity
  • 21. Content driven Process driven Practice, reflection The focus of the next section is on learning design
  • 22. Continuum of interactivity in digital experiences Reading or watching video Collaborating online with others Sharing Multi-user games GamesQuiz Most eLearning is about here Discussing
  • 23. Focusing on what people need to do What people need to do leads to the interactions in your learning experience Allow people to practice what they need to do Move content outside of the course
  • 24. Scenarios, case studies, stories – all reflect realistic situations into which it is easier to build interactions.
  • 25. Project managers can look back over past time logs when estimating new projects. What types of interactions could be added to help the project managers estimate based on these past logs? Set up Scenario based situations for the learner to work through, and include time to reflect on their thoughts with their Manager Past estimations vs reality I'd like to see some kind of group competition where past estimation vs reality is compared against current estimation and reality, and the improvement is ranked How about just incentives accurate estimates?
  • 26.
  • 27. Binary – Make .. choice and you are taken to … section e.g. branching scenarios
  • 28. Level – When a certain score is reached then …
  • 29. When …. factor gets to a certain point then ….
  • 30. Content is not learning – reflection Example of content curation 1. Self assessment to trigger the start of the reflective process 2. How does this relate to your organisation and how is this different in your organisation? 3. Content 4. Reflection – actions what will you do in the future? In a perfect world this would be shared with a employee’s manager and the employee and manager made accountable.
  • 32. Agility is an overused term
  • 33. Comes from software development – embeds lean thinking - L&D and HR will evolve it
  • 34. It evolved because most IT projects failed because they didn’t meet business needs or the needs changed
  • 35. ’Tools’ of agile Standup meetings – quick daily meetings - increases collaboration Sprints – short blocks of work e.g. 1 to 2 weeks – during a sprint something is built that end users can work with SCRUM boards – A visual way of showing work in progress
  • 36. Minimum Viable Product (MVP) What is smallest, fastest thing we can build to test a learning program?
  • 37. Enablers for more agile approaches in learning Micro-learning – focusing on smaller chunks of learning Social learning – text or virtual classrooms – it’s just about designing the prompts Performance supports – remove the learning ‘events’
  • 38. It’s embedded in the way L&D work Who is using agile project management? We use standard project approaches
  • 39. Agile project management is often slower – but it means the right solutions are built
  • 40. Being open to change Being able to create change quickly
  • 41. Agile manifesto Agile in learning Individuals and interactions over processes and tools Individuals and interactions over processes and tools Working software over comprehensive documentation Performance improvement over delivery Customer collaboration over contract negotiation Collaboration over planning Responding to change over following a plan Responding to change over following a plan
  • 42. What are the pros and cons of using agile project management in L&D? Pros Cons Meets learners needs which ultimately should increase business performance Realtime learning Immediate feedback Employee focussed Not producing things that are not useful Can be a challenge to stay as profitable as a lump sum, waterfall project You don't see the big picture upfront. Big changes can be costly Constantly iterating. It is never finished
  • 43. The virtual events A version of the App Mary’s solution has a lot of components, e.g. App, social network, virtual events. What should be her Minimum Viable Product (MVP) be? The social network
  • 44. Dr Robin Petterd M: +61 419 101 928 E: robin@sproutlabs.com.au Developing a digital mindset We run programs for L&D people on developing a digital mindset and also coach teams and support them through complex digital projects. Please get in contact if you are interested.