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JOSEPHINE LEE | PRODUCT MANAGER | ATLASSIAN
Nailing Measurement
A Framework for Measuring Metrics that Matter
CONTEXT
Focusonlocalizationin
Confluence.
CONTEXT
GOAL
Deliver10languagesin
Confluencebytheendof2018.
GOAL
Photo credit: memegenerator.net
Photo credit: wallpaperbro.com
Nailing Measurement: a Framework for Measuring Metrics that Matter
Nailing Measurement: a Framework for Measuring Metrics that Matter
What went wrong?
OutcomeOutput
OutcomeOutput
Deliver10languagesin
Confluencebyendof
2018
OutcomeOutput
Deliver10languagesin
Confluencebyendof
2018
OutcomeOutput
Deliver10languagesin
Confluencebyendof
2018
Increaseusersatisfactionby20%
withournon-Englishspeaking
customersbytheendof2018.
OutcomeOutput
Deliver10languagesin
Confluencebyendof
2018
Increaseusersatisfactionby20%
withournon-Englishspeaking
customersbytheendof2018.
Measuring
the right
thing
Goals,
Signals, and
Metrics
Learnings
Agenda
Measuring
the right
thing
Goals,
Signals, and
Metrics
Learnings
Agenda
How do you choose the
right metric?
Nailing Measurement: a Framework for Measuring Metrics that Matter
What does feature
success look like?
What does feature
success look like?
user
What does user
success look like?
How can we
measure that?
What does user
success look like?
Agenda
Measuring
the right
thing
Goals,
Signals, and
Metrics
Learnings
Nailing Measurement: a Framework for Measuring Metrics that Matter
Goals Signals Metrics
Goals Signals Metrics
What does user
success look like?
Goals Signals Metrics
How can we
measure that?
What does user
success look like?
Goals Signals Metrics
Goals are what
success looks like for
your user
Goals Signals Metrics
Goals are what
success looks like for
your user
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp
Goals are what
success looks like for
your user
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp
Goals are what
success looks like for
your user
Signals are
predictors of the
associated goals
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp
Goals are what
success looks like for
your user
Signals are
predictors of the
associated goals
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp E.g. Audience is smiling and nodding
Goals are what
success looks like for
your user
Signals are
predictors of the
associated goals
Metrics are
measurable &
define what success
looks like
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp E.g. Audience is smiling and nodding
Goals are what
success looks like for
your user
Signals are
predictors of the
associated goals
Metrics are
measurable &
define what success
looks like
Goals Signals Metrics
E.g. Give a useful talk at Atlas Camp E.g. Audience is smiling and nodding E.g. 4.5+ session approval rating
GOAL
Deliver10languagesin
Confluencebytheendof2018.
GOAL
Goals
Goals are what success looks like for your user
GSM Play Ingredients
Post-its Sharpies Whiteboard Markers
GSM Play Ingredients
Setting Goals
Individual
brainstorming
Setting Goals
Individual
brainstorming
Shareback &
grouping
Setting Goals
Individual
brainstorming
Shareback &
grouping
Discussion &
prioritisation
Setting Goals
Nailing Measurement: a Framework for Measuring Metrics that Matter
Goals
Ensure non-English teams can collaborate and get work done with Confluence
Goals Signals
Ensure non-English teams
can collaborate and get
work done with
Confluence
Signals are predictors of
the associated goals
Individual
brainstorming
Shareback &
grouping
Discussion &
prioritisation
Setting Signals
Goals Signals
Ensure non-English teams
can collaborate and get
work done with
Confluence
Goals Signals
Ensure non-English teams
can collaborate and get
work done with
Confluence
Users working with a non-
English language, use the
translations.
Goals Signals
Ensure non-English teams
can collaborate and get
work done with
Confluence
Users working with a non-
English language, use the
translations.
Goals Signals
Ensure non-English teams
can collaborate and get
work done with
Confluence
Users working with a non-
English language, use the
translations.
Users do not revert back to
English.
Goals Signals Metrics
Ensure non-English
teams can
collaborate and get
work done with
Confluence
Metrics are
measurable &
define what
success looks like
Users working with a
non-English language,
use the translations.
Users do not revert
back to English.
Individual
brainstorming
Shareback &
grouping
Discussion &
prioritisation
Setting Metrics
Goals Signals Metrics
Ensure non-English
teams can
collaborate and get
work done with
Confluence
Users working with a
non-English language,
use the translations.
Users do not revert
back to English.
Goals Signals Metrics
Ensure non-English
teams can
collaborate and get
work done with
Confluence
Ratio of users in same
language as browser
is greater than 30%.
Users working with a
non-English language,
use the translations.
Users do not revert
back to English.
Goals Signals Metrics
Ensure non-English
teams can
collaborate and get
work done with
Confluence
Ratio of users in same
language as browser
is greater than 30%.
50% of users that
‘switch' to a translation
do not revert to English
within 6 months.
Users working with a
non-English language,
use the translations.
Users do not revert
back to English.
MetricsSignals
MetricsSignals
Show us whether we’re on the
right track
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
SHORT TERM SUCCESS
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
SHORT TERM SUCCESS LONG TERM SUCCESS
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
SHORT TERM SUCCESS LONG TERM SUCCESS
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
E.g. Audience is smiling and nodding
SHORT TERM SUCCESS LONG TERM SUCCESS
MetricsSignals
Show us whether we’re on the
right track
Metrics show us whether or not
you’ve been successful
E.g. Audience is smiling and nodding E.g. 4.5+ session approval rating
FEATURE DRIVEN GOAL
Deliver10languagesin
Confluencebytheendof2018.
FEATURE DRIVEN GOAL
Nailing Measurement: a Framework for Measuring Metrics that Matter
Nailing Measurement: a Framework for Measuring Metrics that Matter
USER DRIVEN GOAL
Ensurethatnon-English
speakingteamscancollaborate
andgetworkdonewith
Confluence
MetricsGoals Signals
Metrics
Goals
Signals
Metrics
Goals
Signals
Jira Email
Notifications
Goals Signals Metrics
Goals Signals Metrics
Goals Signals Metrics
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their notifications
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their notifications
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
20% increase in
users clicking
through to links
from a notification
Users are opening
their notifications
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their notifications
20% increase in
users clicking
through to links
from a notification
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their notifications
20% increase in
users clicking
through to links
from a notification
ITERATION 1
Nailing Measurement: a Framework for Measuring Metrics that Matter
Informative
ActionableInformative
ActionableInformative
ActionableInformative
Notifications that are valuable to users
by delivering information
ActionableInformative
Notifications that are valuable to users
by delivering information
Issue was transitioned to ‘Done’
ActionableInformative
Notifications that are valuable to users
by delivering information
Issue was transitioned to ‘Done’
ActionableInformative
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’
ActionableInformative
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’ You were mentioned on a comment
ActionableInformative
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’ You were mentioned on a comment
ActionableInformative
NOTIFICATION WAS OPENED
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’ You were mentioned on a comment
ActionableInformative
NOTIFICATION WAS OPENED NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’ You were mentioned on a comment
Goals Signals Metrics
Users are notified for
things they care
about
20% increase in
users clicking
through to links
from a notification
Users are opening
their notifications
ITERATION 1
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
20% increase in
users clicking
through to links
from a notification
Users are opening
their notifications
ITERATION 1
Goals Signals Metrics
Users are notified for
things they care
about
20% increase in
users clicking
through to links
from a notification
ITERATION 2
Users are opening
their notifications
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users clicking
through to links
from a notification
Users are clicking
through from their
actionable
notifications
ITERATION 2
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
Users are clicking
through from their
actionable
notifications
20% increase in
users opening
informative
20% increase in
users clicking
through an
actionable
notification
ITERATION 2
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users clicking
through an
actionable
notification
ITERATION 2
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users clicking
through an
actionable
notification
ITERATION 2
ActionableInformative
NOTIFICATION WAS OPENED NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by delivering information
Notifications that are valuable to users
by driving action
Issue was transitioned to ‘Done’ You were mentioned on an Issue
Issue was shared with you
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
ACTIONED
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
ACTIONED
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
ACTIONED
Notification
Product
Action
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
ACTIONED
Actionable
NOTIFICATION WAS CLICKED
Notifications that are valuable to users
by driving action
You were mentioned on an Issue
Issue was shared with you
Comments on an issue
Likes a comment
Transitions an issue
Edits an issue
Dwells on an issue (30 sec)
ACTIONED
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users clicking
through to links
from a notification
ITERATION 2
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users clicking
through to links
from a notification
ITERATION 2
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users clicking
through to links
from a notification
ITERATION 2ITERATION 3
Goals Signals Metrics
Users are notified for
things they care
about
Users are opening
their informative
notifications
20% increase in
users opening
informative
Users are clicking
through from their
actionable
notifications
20% increase in
users actioning a
notification
ITERATION 3
Metrics
Goals
Signals
Metrics
Goals
Signals
Agenda
Measuring
the right
thing
Goals,
Signals, and
Metrics
Learnings
Learnings Understand your tradeoffs
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Understand your tradeoffs
Metric: Reduce email volume by x%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Understand your tradeoffs
Metric: Reduce email volume by x%
Counter metric: 0% decrease in Jira MAU
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Set a target for your team
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Set a target for your team
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Set a target for your team
What is the minimum % that you would
be disappointed with?
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Set a target for your team
Countermetric:0%decreaseinJiraMAU
Metric:Reduceemailvolumeby20%x%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Set a target for your team
Metric:Reduceemailvolumeby20%
Countermetric:0%decreaseinJiraMAU
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Be clear with what you're setting out to
achieve
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Be clear with what you're setting out to
achieve
Metric: increase email open rates by 20%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Be clear with what you're setting out to
achieve
Metric: increase email open rates by 20%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Be clear with what you're setting out to
achieve
Metric: increase email open rates by 20%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings Be clear with what you're setting out to
achieve
Relative: 20%→24%
Absolute: 20%→40%
Metric: increase email open rates by 20%
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Learnings
Counter metrics
Avoid x%
Be specific
Qualitative
Pair quantitative metrics with
qualitative analysis
Keep the balance
Learnings
Counter metrics
Avoid x%
Be specific
Qualitative
Pair quantitative metrics with
qualitative analysis
Quantitative:
Tellsyouwhat’shappening
Qualitative:
Allowsyoutounderstandwhy
Keep the balance
Learnings Balance product execution vs setting
the perfect metric
Counter metrics
Avoid x%
Be specific
Qualitative
Keep the balance
Takeaways
1 Start by determining user success
Takeaways
What does user
success look like?
How can we
measure that?
What does user
success look like?
1 Start by determining user success
Takeaways
1
2
Start by determining user success
Use a framework & iterate
Takeaways
http://go.atlassian.com/goalssignalsmetrics
http://go.atlassian.com/goalssignalsmetrics
http://go.atlassian.com/goalssignalsmetrics
1
2
Start by determining user success
Use a framework & iterate
Takeaways
1
3
2
Start by determining user success
Use a framework & iterate
Set a target & be specific
Takeaways
1
3
2
Start by determining user success
Use a framework & iterate
Set a target & be specific
Takeaways
1
4
3
2
Start by determining user success
Use a framework & iterate
Set a target & be specific
Balance execution & learning with setting the
perfect metric
Takeaways
Thank you!
JOSEPHINE LEE | PRODUCT MANAGER | ATLASSIAN

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