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Welcome to our 2nd
ResearchOps Berlin
Meetup!
ResearchOps Meetup
Berlin
PhotobyJoshuaLanzarinionUnsplash
Today’s agenda
ResearchOps Meetup
Berlin
6:30 pm Opening
7:00 pm Welcome and Intro: "UX Maturity Models"
7:20 pm "Fast forward with research" (FlixBus)
By Luky Primadani, Katja Borchert, Carolina Schomer & Pietro Romeo
7:50 pm Q&A
8:00 pm Discussion in small groups
8:30 pm The End and Preview
10:00 pm We’ll all be kicked out!
Who are we
ResearchOps Meetup
Berlin
Nikki
UX Researcher,
Instructor & Writer
Anne
UX Researcher,
smart Helios GmbH
Judith
User & Innovation
Researcher
Lisa
Service Design &
User Research
Katia
Design Researcher
& Strategist
Talk Name
Speaker Name
What is
ResearchOps?
"ResearchOps is the mechanisms and strategies
that set user research into motion. It provides the
roles, tools and processes needed to support
researchers in delivering and scaling the impact of
the craft across an organization.“ Kate Towsey
ResearchOps Meetup
Berlin
Talk Name
Speaker Name
Who is part of
ResearchOps?
ResearchOps Meetup
Berlin
User
Researcher
User
Researcher
doing Ops
Research
Ops
Adapted from Emma Boulton
Why are we doing it
1. Sharing knowledge
and experiences
about user research
2. Getting to know
each other on local &
global level through
different interactive
formats
3. Improving the
awareness of
ResearchOps and its
needs
ResearchOps Meetup
Berlin
Join the international
community!
https://researchops.community/
https://medium.com/researchops-community
https://twitter.com/teamreops
What is a UX maturity
model?
ResearchOps Meetup
Berlin
There are many out
there.
ResearchOps Meetup
Berlin
Design Research Maturity Model
By Chris Avore @NASDAQ Design
Design Maturity Model
By InVision
Implement user research
to level up.
Talk by FlixBus
ResearchOps Meetup
Berlin
Wh
ResearchOps Meetup
Berlin
Discussion - in groups
ResearchOps Meetup
Berlin
25 min + 5 min overall sharing
1. Reflect on your company’s situation when it comes to reaching the next level of maturity in
user research (if applicable). See the NASDAQ maturity model as example.
a. Think about where you are at in terms of maturity level and rrite down your No1
current barrier for not progressing (3 min)
b. Stick post-its on the wall and read the other post-its. (2 min)
2. (App. 2x): Someone starts sharing a barrier: Make it tangible - share a situation/story. (2 min)
a. The others listen, then note down their suggestions on post-its. (3 min)
b. Suggestions and best practices are shared in group. (5 min)
3. Each group shares a highlight/learning from their discussion in one sentence (5 min total)
Talk Name
Speaker Name
June ‘19
PREVIEW
ResearchOps Meetup
Berlin
https://medium.c
om/researchops-
community
Talk Name
Speaker Name
June ‘19
PREVIEW
ResearchOps Meetup
Berlin
User Researcher
Skills Workshop
Links to all referenced material
on UX Maturity
ResearchOps Meetup
Berlin
● https://inside.getyourguide.com/blog/2018/1/17/10-learnings-on-maturing-ux
● https://uxmag.com/articles/how-mature-is-your-organization-when-it-comes-
to-ux
● http://vitor.io/evangelizing-user-research-enterprise
● https://medium.com/nasdaq-design/cultivating-more-research-more-
frequently-ea202c32b0e3
● https://www.invisionapp.com/design-better/design-maturity-model/
● https://www.mckinsey.com/business-functions/mckinsey-design/our-
insights/the-business-value-of-design
● https://uxdesign.cc/the-organizations-design-research-maturity-model-
b631471c007c
Talk Name
Speaker Name
Let’s stay in touch.
See you in June!
ResearchOps Meetup
Berlin
Fast forward
with research
We are the new kids on the block
TEAM SWARM
220
people
Colocated
office
Agile
User
Centric
We support teams to test & validate their
assumptions through user research, so that
they can make more confident product
decisions.
Our team purpose
1. Research at FlixBus: how everything started
2. The journey towards UX maturity
3. Fast forward: scaling research
4. How do we expect to reach the next stage
Agenda
Research at FlixBus:
how everything started
2 years ago…
● No dedicated UX research & processes
● Product/design decisions based on gut feeling
Team set up was lacking of UX resources
Form the team &
Build allies
The journey towards
UX maturity
UX Maturity Stages
From awareness to adopting
From adopting to maturing
Fast forward in 2 years
From awareness to adopting
From awareness to adoption
Unmoderated remote study with
employees
Moderated onsite study with
employees
Moderated onsite study with
customers
● Meet-ups
● Conferences
● Internal knowledge
sharing & UX Workshop
● Blogpost
Sharing UX Findings template Affinity mapShare videos
Fast forward:
scaling research
The demand for User Research has skyrocketed!
How can we run
tests as
EARLY, OFTEN
and QUICKLY
as possible?
More insights on
cultural differences
in different markets.
How do customers
use our products in
their natural
environment.
Multiple studies at a
time = no bottleneck due
to complex recruitment
and logistics processes.
Remote testing tool
Remote testing tool - mixed methods studies
Democratizing UX is about people
Awareness Adopting Maturing
Luky
Luky
Katja
Pietro
Carolina
+ Remote testing tool research partner
Luky
Katja
Pietro
Carolina
+ Remote testing tool research partner
+ POs, Designers, Devs, Stakeholders
Share the knowledge - PO Workshop
Divide and focus
Marketing
Apps
CMS
Ancillaries
Booking
Travel ExperienceSearch
Internal Tools
Align with PO’s & their Roadmaps to prioritize
Share findings to generate discussions
When and how
to do research?
Maturing and diversifying methods
Awareness Adopting Maturing
● Usability Tests
● Guerrilla Test
● Usability Tests
● Guerrilla Test
● Remote Testing Tool
(card sorting, tree test, click test,
survey, think out loud)
● Focus Group
● Design Sprint
● Usability Tests
● Guerrilla Test
● Remote Testing Tool
(card sorting, tree test, click test,
survey, think out loud)
● Focus Group
● Design Sprint
● Field Study
Test prototype, website, apps
User Labs: Think out loud interviews
Collect different opinions
Focus Groups: moderated talks
Guerrilla Tests: surprise effect
Quick validate user behavior
Design Sprints: collaborative work
Solve a strategic problem - came up with a tested solution
UX Croissant: speed dating style userlab
Quick Findings or Confirmations
for small studies
Research timeline: testing the “problem”, not the “solution”
*inspired by a model from “Validating Product Ideas Through Lean User Research” book by Thomer Sharon
STRATEGIZE EXECUTE EVALUATE
Use cases
Tip the
driver
Self Check
in Machine
Mobile Web
Redesign
What do people
want/need?
What is
the workflow?
How people use
the product?
FlixBus use cases in the product development cycle
STRATEGIZE EXECUTE EVALUATE
1.
Self check in
Machine
How do people use the
product?
USE CASES
How can we
improve the
Check in
Process?
Testing new
Technology:
Self check in
machine
Usability test
How people use the product?
STRATEGIZE EXECUTE EVALUATE
Qualitative research
Experience prototype
Fake Bus
Passports
Tickets
Luggage
“Driver”
Focus Groups
Discuss the experience
After ride Survey
Feedback
questionnaire
Impact: product adjustments to diminish user
misunderstandings
"I think the machine
doesn't like me"
E., 65 years old
USE CASES
2.
Tip the driver
What is the workflow?
How do people use the
product?
Iteration:
Usability test
A/B test
What is the workflow? How people use the product?
How to
improve bus
driver’s quality
and behavior?
What is the
better
workflow for
users to tip?
Market
research
Qualitative
research
STRATEGIZE EXECUTE EVALUATE
Market Research: where should the feature be launched?
Cultural behavior
impacts acceptance
Qualitative research
Guerrilla Testing Remote
Unmoderated
UserLab
(customers + driver)
Remote Moderated
(driver)
Impact: Decide on the workflow & improve the usability issues on the prototype
3.
Mobile web
redesign
What do people want?
How do people currently solve
a problem?
USE CASES
How users are
currently using
FlixBus mobile
web?
(Analytics + user
research)
Design Sprint Iteration:
Usability test
A/B test
What do people want? How currently people solve a problem?
STRATEGIZE EXECUTE EVALUATE
Impact: new redesign page has increased the CVR
How do we expect to reach
the next stage?
How to reach the next stage
1. Field Studies to discover new findings in the real environment
2. Testing in different markets
3. Pro-active studies
4. Improve data accessibility with a “Results sharing platform”
5. Enable others to do research → democratize research
6. Exchange ideas with Research professionals > Best practices
Get in touch with us via
LinkedIn or email:
Luky Primadani
Katja Borchert
Carolina Schomer
Pietro Romeo
userlab@flixbus.com
TEAM SWARM
Questions?
“Elaborate usability tests are a waste of resources. The best results come from testing no more than 5
users and running as many small tests as you can afford” Why You Only Need to Test with 5 Users by
Jakob Nielsen
“The goal in sampling with qualitative data is to detect repeating patterns— not to achieve statistical
significance. With these smaller sample sizes qualitative research looks for signals, which are indicators
of trends within a population” Kelly Moran, Google UX Researcher
“With qualitative research, you’re zooming in and getting a closer picture of fewer people. So that you
know them better” Kelly Moran, Google UX Researcher
What is the relevance of a study with only 5 people?
Is this sample size statistically significant?
4.
Branding app
icon
Which design generates
better results?
USE CASES
Which app icon
made people
download the
app the most?
What is the
brand
perception in
new markets?
Internal
designers
create
logotype
icon option Survey
Click Test
A/B Test
Which design generates better results?
New Icon:
Logotype
Current Icon:
Logogram
STRATEGIZE EXECUTE EVALUATE
Qualitative research
Click Test
Remote Unmoderated Survey
QUALITATIVE RESULTS:
The new icon improves usability and brand image.
It is easier to find and more modern.
QUANTITATIVE RESULTS (A/B Test):
Install rate uplift of ~5% on Google Play.
Impact: change for the Logotype icon

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ResearchOps Berlin Meetup #2 - UX Maturity - How to Grow User Research in your Organization

  • 1. Welcome to our 2nd ResearchOps Berlin Meetup! ResearchOps Meetup Berlin PhotobyJoshuaLanzarinionUnsplash
  • 2. Today’s agenda ResearchOps Meetup Berlin 6:30 pm Opening 7:00 pm Welcome and Intro: "UX Maturity Models" 7:20 pm "Fast forward with research" (FlixBus) By Luky Primadani, Katja Borchert, Carolina Schomer & Pietro Romeo 7:50 pm Q&A 8:00 pm Discussion in small groups 8:30 pm The End and Preview 10:00 pm We’ll all be kicked out!
  • 3. Who are we ResearchOps Meetup Berlin Nikki UX Researcher, Instructor & Writer Anne UX Researcher, smart Helios GmbH Judith User & Innovation Researcher Lisa Service Design & User Research Katia Design Researcher & Strategist
  • 4. Talk Name Speaker Name What is ResearchOps? "ResearchOps is the mechanisms and strategies that set user research into motion. It provides the roles, tools and processes needed to support researchers in delivering and scaling the impact of the craft across an organization.“ Kate Towsey ResearchOps Meetup Berlin
  • 5. Talk Name Speaker Name Who is part of ResearchOps? ResearchOps Meetup Berlin User Researcher User Researcher doing Ops Research Ops Adapted from Emma Boulton
  • 6. Why are we doing it 1. Sharing knowledge and experiences about user research 2. Getting to know each other on local & global level through different interactive formats 3. Improving the awareness of ResearchOps and its needs ResearchOps Meetup Berlin
  • 8. What is a UX maturity model? ResearchOps Meetup Berlin
  • 9. There are many out there. ResearchOps Meetup Berlin Design Research Maturity Model By Chris Avore @NASDAQ Design Design Maturity Model By InVision Implement user research to level up.
  • 12. Discussion - in groups ResearchOps Meetup Berlin 25 min + 5 min overall sharing 1. Reflect on your company’s situation when it comes to reaching the next level of maturity in user research (if applicable). See the NASDAQ maturity model as example. a. Think about where you are at in terms of maturity level and rrite down your No1 current barrier for not progressing (3 min) b. Stick post-its on the wall and read the other post-its. (2 min) 2. (App. 2x): Someone starts sharing a barrier: Make it tangible - share a situation/story. (2 min) a. The others listen, then note down their suggestions on post-its. (3 min) b. Suggestions and best practices are shared in group. (5 min) 3. Each group shares a highlight/learning from their discussion in one sentence (5 min total)
  • 13. Talk Name Speaker Name June ‘19 PREVIEW ResearchOps Meetup Berlin https://medium.c om/researchops- community
  • 14. Talk Name Speaker Name June ‘19 PREVIEW ResearchOps Meetup Berlin User Researcher Skills Workshop
  • 15. Links to all referenced material on UX Maturity ResearchOps Meetup Berlin ● https://inside.getyourguide.com/blog/2018/1/17/10-learnings-on-maturing-ux ● https://uxmag.com/articles/how-mature-is-your-organization-when-it-comes- to-ux ● http://vitor.io/evangelizing-user-research-enterprise ● https://medium.com/nasdaq-design/cultivating-more-research-more- frequently-ea202c32b0e3 ● https://www.invisionapp.com/design-better/design-maturity-model/ ● https://www.mckinsey.com/business-functions/mckinsey-design/our- insights/the-business-value-of-design ● https://uxdesign.cc/the-organizations-design-research-maturity-model- b631471c007c
  • 16. Talk Name Speaker Name Let’s stay in touch. See you in June! ResearchOps Meetup Berlin
  • 18. We are the new kids on the block TEAM SWARM
  • 20.
  • 21. We support teams to test & validate their assumptions through user research, so that they can make more confident product decisions. Our team purpose
  • 22. 1. Research at FlixBus: how everything started 2. The journey towards UX maturity 3. Fast forward: scaling research 4. How do we expect to reach the next stage Agenda
  • 23. Research at FlixBus: how everything started
  • 24. 2 years ago… ● No dedicated UX research & processes ● Product/design decisions based on gut feeling
  • 25.
  • 26. Team set up was lacking of UX resources
  • 27. Form the team & Build allies
  • 28.
  • 29.
  • 30.
  • 33. From awareness to adopting
  • 34. From adopting to maturing
  • 35. Fast forward in 2 years
  • 36. From awareness to adopting
  • 37. From awareness to adoption
  • 38. Unmoderated remote study with employees Moderated onsite study with employees Moderated onsite study with customers
  • 39. ● Meet-ups ● Conferences ● Internal knowledge sharing & UX Workshop ● Blogpost
  • 40. Sharing UX Findings template Affinity mapShare videos
  • 41.
  • 42.
  • 44. The demand for User Research has skyrocketed!
  • 45. How can we run tests as EARLY, OFTEN and QUICKLY as possible?
  • 46. More insights on cultural differences in different markets. How do customers use our products in their natural environment. Multiple studies at a time = no bottleneck due to complex recruitment and logistics processes. Remote testing tool
  • 47. Remote testing tool - mixed methods studies
  • 48. Democratizing UX is about people
  • 49. Awareness Adopting Maturing Luky Luky Katja Pietro Carolina + Remote testing tool research partner Luky Katja Pietro Carolina + Remote testing tool research partner + POs, Designers, Devs, Stakeholders
  • 50. Share the knowledge - PO Workshop
  • 52. Align with PO’s & their Roadmaps to prioritize
  • 53. Share findings to generate discussions
  • 54. When and how to do research?
  • 55. Maturing and diversifying methods Awareness Adopting Maturing ● Usability Tests ● Guerrilla Test ● Usability Tests ● Guerrilla Test ● Remote Testing Tool (card sorting, tree test, click test, survey, think out loud) ● Focus Group ● Design Sprint ● Usability Tests ● Guerrilla Test ● Remote Testing Tool (card sorting, tree test, click test, survey, think out loud) ● Focus Group ● Design Sprint ● Field Study
  • 56. Test prototype, website, apps User Labs: Think out loud interviews
  • 57. Collect different opinions Focus Groups: moderated talks
  • 58. Guerrilla Tests: surprise effect Quick validate user behavior
  • 59. Design Sprints: collaborative work Solve a strategic problem - came up with a tested solution
  • 60. UX Croissant: speed dating style userlab Quick Findings or Confirmations for small studies
  • 61. Research timeline: testing the “problem”, not the “solution” *inspired by a model from “Validating Product Ideas Through Lean User Research” book by Thomer Sharon STRATEGIZE EXECUTE EVALUATE
  • 63. Tip the driver Self Check in Machine Mobile Web Redesign What do people want/need? What is the workflow? How people use the product? FlixBus use cases in the product development cycle STRATEGIZE EXECUTE EVALUATE
  • 64. 1. Self check in Machine How do people use the product? USE CASES
  • 65. How can we improve the Check in Process? Testing new Technology: Self check in machine Usability test How people use the product? STRATEGIZE EXECUTE EVALUATE
  • 66. Qualitative research Experience prototype Fake Bus Passports Tickets Luggage “Driver” Focus Groups Discuss the experience After ride Survey Feedback questionnaire
  • 67. Impact: product adjustments to diminish user misunderstandings "I think the machine doesn't like me" E., 65 years old
  • 68. USE CASES 2. Tip the driver What is the workflow? How do people use the product?
  • 69. Iteration: Usability test A/B test What is the workflow? How people use the product? How to improve bus driver’s quality and behavior? What is the better workflow for users to tip? Market research Qualitative research STRATEGIZE EXECUTE EVALUATE
  • 70. Market Research: where should the feature be launched? Cultural behavior impacts acceptance
  • 71. Qualitative research Guerrilla Testing Remote Unmoderated UserLab (customers + driver) Remote Moderated (driver)
  • 72. Impact: Decide on the workflow & improve the usability issues on the prototype
  • 73. 3. Mobile web redesign What do people want? How do people currently solve a problem? USE CASES
  • 74. How users are currently using FlixBus mobile web? (Analytics + user research) Design Sprint Iteration: Usability test A/B test What do people want? How currently people solve a problem? STRATEGIZE EXECUTE EVALUATE
  • 75. Impact: new redesign page has increased the CVR
  • 76. How do we expect to reach the next stage?
  • 77. How to reach the next stage 1. Field Studies to discover new findings in the real environment 2. Testing in different markets 3. Pro-active studies 4. Improve data accessibility with a “Results sharing platform” 5. Enable others to do research → democratize research 6. Exchange ideas with Research professionals > Best practices
  • 78. Get in touch with us via LinkedIn or email: Luky Primadani Katja Borchert Carolina Schomer Pietro Romeo userlab@flixbus.com TEAM SWARM
  • 80. “Elaborate usability tests are a waste of resources. The best results come from testing no more than 5 users and running as many small tests as you can afford” Why You Only Need to Test with 5 Users by Jakob Nielsen “The goal in sampling with qualitative data is to detect repeating patterns— not to achieve statistical significance. With these smaller sample sizes qualitative research looks for signals, which are indicators of trends within a population” Kelly Moran, Google UX Researcher “With qualitative research, you’re zooming in and getting a closer picture of fewer people. So that you know them better” Kelly Moran, Google UX Researcher What is the relevance of a study with only 5 people? Is this sample size statistically significant?
  • 81. 4. Branding app icon Which design generates better results? USE CASES
  • 82. Which app icon made people download the app the most? What is the brand perception in new markets? Internal designers create logotype icon option Survey Click Test A/B Test Which design generates better results? New Icon: Logotype Current Icon: Logogram STRATEGIZE EXECUTE EVALUATE
  • 84. QUALITATIVE RESULTS: The new icon improves usability and brand image. It is easier to find and more modern. QUANTITATIVE RESULTS (A/B Test): Install rate uplift of ~5% on Google Play. Impact: change for the Logotype icon

Editor's Notes

  1. Photo by Joshua Lanzarini on Unsplash
  2. Also: Mention house keeping rules, who is taking pics and should be informed if someone doesn’t want to be in the pic
  3. (For Chart 7: There is a growing global community since about a year with an active slack, medium and online town halls. All over the world workshops happened to define the needs of UX researchers and define research operations. In June, Chris and Kat organized a workshop in Berlin (at Here maps). Since then, we’ve met 3 times in a smaller group but felt there’s a need for a regular, public meetup focusing on user and design research. Intl. community, No one owning it ))
  4. Ops- What? “Everything is ‘ops’ today…”! “Not another Ops” Yes, because research demand is growing, but it lacks resources and infrastructure. So R+ is about the infrastructure, e.g. recruiting, knowledge management (like data repositories), governance, tools etc. It’s everything that supports research/the craft, implementing research. / research about researchers
  5. Who is in the community? Looking at the slack channel conversations and the current state of Research this only makes sense. We have very few people soley doing Research Ops hence there is such a huge overlap of user researchers also doing Ops related tasks and activities. // Anyone mainly doing ResearchOps? Who is mainly working as a user researcher? Who is partly doing user research (e.g. UX Designer, Service Designer)? Who is usually less involved in user research (e.g. PMs)? / meet up not restricted to pure Ops topics - and boundaries are blurry
  6. Tonspur auf S 7
  7. mention the Chatham House Rule: “...participants are free to use the information received, but neither the identity nor the affiliation of the speaker(s), nor that of any other participant, may be revealed.”
  8. What is a UX maturity and Why could it be helpful for us? I think this is why you are all here tonight. You want to find out what UX maturity is and what kind of models are out there and what this could me mean for you.
  9. There are many models out there. The all indicate where an organisation exist in a spectrum across levels of maturity AND they allow us to identify where to take action and where to improve. It is important to know, however, that the different models depict maturity from different perspectives such as Design Team (which only at some point includes user research) and others specifically address User or Design Research maturity only such as the one by Chris Avore. Left to right: 1) Maturity Model by Invision (5 Levels, Desgin Team, Research is included at Level 3; Majority of Companies is 1-3) 2) Design Research Maturity Model (4 Stages, Research Specific, lists many attributes concerning organisational set-up) 3) Third one will be introduced in more Detail in the Talk by Flixbus (Based on roughly 2.2000 designers) http://www.invisionapp.com/design-better/desing-maturity-model ResearchOps relevant only up from level 3 → Level 5 makes roughly 5% Generally the following characteristics have these modelsl in common independent of number of steps and activities: Aesthetics/design/UI, not that many people involved, low awareness More people involved, workshops, usability Dedicated team, bigger audience training offered, research becomes democratized, tied to KPIs and revenue Whole org aware of it/fully integrated, research for strategy & discovery, organized, dedicated ResearchOps role
  10. We wanted to focus on Chris’ modul as we thought it might be easier to locate yourself as User Researchers or Research Activities you are aware of in your organisation. Print outs are in various rooms spread across the rooms.
  11. prepare whiteboards // give people a chance to leave/step back in case they don’t want to be part of the discussion Use the watch Randomly assign participants and ourselves (moderators) to groups (1,2,3,...up to 8), if too homogene people might switch Short clustering in groups could be an option so that a barrier that many people experience is tackled. It is not required that people put their organization into a certain maturity level but get a general impression of where they are standing. Pay attention to these sub-topics (esp. if discussion is fading): middlemen, sponsors/supporters in your organization, working at an agency vs. corporation, informing strategy vs. product, top-down vs. bottom up (Is it better to implement UX maturity throughout the whole organization (top down) or set it up individually at each product team (bottom up)?) Scaling, training, KPIs
  12. We (dedicated ResearchOps team) have reflected upon where our organisations stands in terms of UX maturity. Yet, it is also important to think about our on skills set. What level are we at? What is ahead of me. We want to provide the opportunity to answer these kinds of questions. Hence we trial running a skills workshop as the next meet up format. // There will be skill sorkshops happening across the globe. It is an initiative of the ResearchOps Community.. We’ll provide more information and links on the Meetup page. // Sign up is free and first come first serve basis
  13. Takes about 2.5 hours // We’ll provide more links on the Meetup page. / Reach out if you want to talk or host // @Anne, @Luky, @Carolina, @Carina, @Judith
  14. Slides will be put on slideshare, recording…
  15. Thank you, thanks FlixBus!
  16. I want to quickly introduce our team to you Our Cultural Background is as different as our Professional backgrounds Luky comes from Indonesia and is a experienced UI & UX Designer I’m from germany with background in Product Management Carolina from Brazil she worked many years in Branding and Marketing Pietro from Italy with background in Computer Science To give you a quick outlook: Luky is going to talk about UX in general & evolution of UX here at FlixBus, I will tell you a bit about how did we scale research Carolina & Pietro are going to present a few interesting case studies After our presentation we are happy to answer your questions
  17. When we want people to learn something, we want them to particiopate
  18. Ux mindset
  19. So until here Luky explained how do you convince people that UX is important and the whole strategy to make the company and the stakeholders adopt it. So I’ll be taking you through what happened since then. How do we set up the team to attend the requests and accelerate the research adoption.
  20. The 1st thing is that the demand for research increased. More areas saw the benefit of it and wanted to try research. Teams were talking and recommending the SWARM team.
  21. It’s not just about tool, democratizing is about involving people
  22. This is how we see people in the stages. Research Partner. Empower more people and have a Facilitation role.
  23. Example. POs. Gurrilla Test (convenient and phrase questions).
  24. Pushy → Prioritizing.
  25. In this stage we still need to make the findings access and generate discussions
  26. What we Understand - more mature we get, the topics also get more strategic, we need to combine more tests to get deeper findings
  27. Deep interview: in depth interview
  28. Involve people → commitment and sense of belonging
  29. Finish my part of scaling research, this is a timeline we based ourselves to help us organize and also understand the studies we are dealing with. What is clear for us is that maturity is really about testing the problem and not the solution. So think this is a product development timeline. When we test in the begining
  30. Interesting case because it involved four product teams and two different user segments - customers and bus drivers. There were A LOT of people involved in this project and hence it required a lot of different research studies.
  31. Google Play AB-Test Results: The new icon leads to more installs Germany: Install rate uplift of up to 4.3%, which means up to 16.7K more installs on Google Play only in December 2018 (potentially another ~ 10K on iOS) US: Install rate uplift of to 7.4%, which means up to 6K more installs on Google Play only in December 2018 (potentially another ~ 4K on iOS) The new icon called more attention (+clicks) The new icon was easier to find and more associated with the brand While the original icon (arrows) is perceived as more dynamic, the new icon is perceived as more digital/modern