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The role of digital analytics and
how I see it
Outi Aramo
10.10.2016
There are only TWO substantial
phases in a life of a digital service
They are
being built
Or they are
optimized
Another perspective: how do we use various
methods to gain insight for design?
Before During Live
Interviews,
observations, surveys
Web analytics of an
existing service
Prototyping
User testing with real
users, heuristics
User feedback
Digital analytics, heat
maps, mouse tracking,
session recording, polls,
feedback
The Essentials of Conversion optimization, Peep Laja, Founder of ConversionXL
What has caused this change of emphasis?
• Growing investments in marketing are driving more comprehensive
monitoring. There is an endless demand for understanding what type
of marketing investment yields the best profits.
• Cloud computing and network capacity have grown exponentially.
Data storing is quicker than ever and data storage capacity is
inexpensive.
• Simultaneously the digital analytics tools as well as SaaS tools for
gathering user insight have developed tremendously. They are easy to
use and inexpensive. Many of them can be integrated with digital
analytics tools.
What digital analytics can reveal?
Basic implementations
• Pageviews
• Links
• User flows from a page to another
• Goal conversions
• Time on site
All the above segmented per: device
type, OS, browser, traffic source, geo
location
With some extra configurations
• Page level events like clicks on
elements, scrolls, play/pause
• Ecommerce funnel
• Attribution for various channels
• Content grouping
Digital analytics: the restrictions
Is incapable to answer
• Why user behaved like he did
• How satisfied users are
• Which element did a single user click
on a single page
• Who the user actually is
• What the context of usage actually is
• How users will behave in the future
Does not give easy answers to
• How users behave in a multidevice
world
• How do we perform compared to our
rivals
Technical restrictions
• Normally requires an access to an
external server
• Can be implemented into a testing
environment provided that it is open for
the measurement data transfer
Prerequisites of good digital analytics
• Extensive enough
• Covers all content
• Aggregates data into easy-to-analyze roll-ups
• All traffic sources tracked
• Captures major goals
• Reliable
• Implemented correctly
• Uses up to date scripts and triggers
How to mix and match digital analytics and
qualitative research
Digital
analytics
Qualitative
insight
Create a working hypothesis and use as basis
for exploratory research
Create a working hypothesis and test if digital analytics can confirm your findings
Digital analytics data is very
useful, when you are not just
poking around, but you are
trying to find out if the analytics
data can confirm a finding that
was brought up by something
else.
Analytics is good for showing
discrepancies in user behavior.
The causes of behavior need to
be studied with qualitative
methods.
Hotjar – a powertool for optimizers
“Improve your UX with Google Analytics”
• http://www.creativebloq.com/ux/improve-your-ux-google-analytics-
31619685
1. The Behavior Flow report: shows how people move from page to page.
2. Navigation summary: for any specific page, the report presents two
columns listing users' previous and next pages, and the portion of
pageviews coming from each page.
3. Events flow: Events can be any kind of user action you want to track with
analytics, but they're typically actions that would otherwise be invisible
to analytics, like clicking a button that doesn't take the user to another
page.
4. Inferring intent: all pages report, landing pages report, search queries,
onsite search, referrals
OUTI ARAMO | Senior Consultant
Digital Marketing Services
+358 40 861 9252
Twitter | @outiaramo
LinkedIn | Outi Aramo
www.solteq.com
Vuorikatu 14 B | 00100 HELSINKI

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Using analytics in ux design my view

  • 1. The role of digital analytics and how I see it Outi Aramo 10.10.2016
  • 2. There are only TWO substantial phases in a life of a digital service
  • 5. Another perspective: how do we use various methods to gain insight for design? Before During Live Interviews, observations, surveys Web analytics of an existing service Prototyping User testing with real users, heuristics User feedback Digital analytics, heat maps, mouse tracking, session recording, polls, feedback
  • 6. The Essentials of Conversion optimization, Peep Laja, Founder of ConversionXL
  • 7. What has caused this change of emphasis? • Growing investments in marketing are driving more comprehensive monitoring. There is an endless demand for understanding what type of marketing investment yields the best profits. • Cloud computing and network capacity have grown exponentially. Data storing is quicker than ever and data storage capacity is inexpensive. • Simultaneously the digital analytics tools as well as SaaS tools for gathering user insight have developed tremendously. They are easy to use and inexpensive. Many of them can be integrated with digital analytics tools.
  • 8. What digital analytics can reveal? Basic implementations • Pageviews • Links • User flows from a page to another • Goal conversions • Time on site All the above segmented per: device type, OS, browser, traffic source, geo location With some extra configurations • Page level events like clicks on elements, scrolls, play/pause • Ecommerce funnel • Attribution for various channels • Content grouping
  • 9. Digital analytics: the restrictions Is incapable to answer • Why user behaved like he did • How satisfied users are • Which element did a single user click on a single page • Who the user actually is • What the context of usage actually is • How users will behave in the future Does not give easy answers to • How users behave in a multidevice world • How do we perform compared to our rivals Technical restrictions • Normally requires an access to an external server • Can be implemented into a testing environment provided that it is open for the measurement data transfer
  • 10. Prerequisites of good digital analytics • Extensive enough • Covers all content • Aggregates data into easy-to-analyze roll-ups • All traffic sources tracked • Captures major goals • Reliable • Implemented correctly • Uses up to date scripts and triggers
  • 11. How to mix and match digital analytics and qualitative research Digital analytics Qualitative insight Create a working hypothesis and use as basis for exploratory research Create a working hypothesis and test if digital analytics can confirm your findings Digital analytics data is very useful, when you are not just poking around, but you are trying to find out if the analytics data can confirm a finding that was brought up by something else. Analytics is good for showing discrepancies in user behavior. The causes of behavior need to be studied with qualitative methods.
  • 12. Hotjar – a powertool for optimizers
  • 13. “Improve your UX with Google Analytics” • http://www.creativebloq.com/ux/improve-your-ux-google-analytics- 31619685 1. The Behavior Flow report: shows how people move from page to page. 2. Navigation summary: for any specific page, the report presents two columns listing users' previous and next pages, and the portion of pageviews coming from each page. 3. Events flow: Events can be any kind of user action you want to track with analytics, but they're typically actions that would otherwise be invisible to analytics, like clicking a button that doesn't take the user to another page. 4. Inferring intent: all pages report, landing pages report, search queries, onsite search, referrals
  • 14. OUTI ARAMO | Senior Consultant Digital Marketing Services +358 40 861 9252 Twitter | @outiaramo LinkedIn | Outi Aramo www.solteq.com Vuorikatu 14 B | 00100 HELSINKI

Notes de l'éditeur

  1. For the first time or rebuilt
  2. There are no other options
  3. The emphasis has traditionally been on gathering a lot of data prior to the service design. The design phase itself has had several iterations where design and user testing have been alternating. Now the emphasis of data gathering has cleary moved to the live-service usage phase.
  4. Aim to use such qualitative methods that can gather data into one system