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Nailing Measurement: a Framework for Measuring Metrics that Matter

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Nailing Measurement: a Framework for Measuring Metrics that Matter

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When it comes to designing apps and new features, we just can't get enough of metrics. In an age where we can collect data from almost anything, how can we cut through the noise and focus on the right metrics to measure the success and failures of the apps that we’re building?

Join Atlassian Product Manager Josephine Lee as she delves through what exactly makes a good metric. Throughout the talk, we’ll walk through real Atlassian examples of good and bad metrics. By exploring a framework for measurement, we’ll cover detailed features that showcase how best to measure and choose the right set of success, supportive, and counter metrics.

You'll walk away with tips and learnings from Atlassian’s approach to measuring success, and learn how to use data and metrics to inspire action in your apps.

When it comes to designing apps and new features, we just can't get enough of metrics. In an age where we can collect data from almost anything, how can we cut through the noise and focus on the right metrics to measure the success and failures of the apps that we’re building?

Join Atlassian Product Manager Josephine Lee as she delves through what exactly makes a good metric. Throughout the talk, we’ll walk through real Atlassian examples of good and bad metrics. By exploring a framework for measurement, we’ll cover detailed features that showcase how best to measure and choose the right set of success, supportive, and counter metrics.

You'll walk away with tips and learnings from Atlassian’s approach to measuring success, and learn how to use data and metrics to inspire action in your apps.

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Nailing Measurement: a Framework for Measuring Metrics that Matter

  1. 1. JOSEPHINE LEE | PRODUCT MANAGER | ATLASSIAN Nailing Measurement A Framework for Measuring Metrics that Matter
  2. 2. CONTEXT
  3. 3. Focusonlocalizationin Confluence. CONTEXT
  4. 4. GOAL
  5. 5. Deliver10languagesin Confluencebytheendof2018. GOAL
  6. 6. Photo credit: memegenerator.net
  7. 7. Photo credit: wallpaperbro.com
  8. 8. What went wrong?
  9. 9. OutcomeOutput
  10. 10. OutcomeOutput Deliver10languagesin Confluencebyendof 2018
  11. 11. OutcomeOutput Deliver10languagesin Confluencebyendof 2018
  12. 12. OutcomeOutput Deliver10languagesin Confluencebyendof 2018 Increaseusersatisfactionby20% withournon-Englishspeaking customersbytheendof2018.
  13. 13. OutcomeOutput Deliver10languagesin Confluencebyendof 2018 Increaseusersatisfactionby20% withournon-Englishspeaking customersbytheendof2018.
  14. 14. Measuring the right thing Goals, Signals, and Metrics Learnings Agenda
  15. 15. Measuring the right thing Goals, Signals, and Metrics Learnings Agenda
  16. 16. How do you choose the right metric?
  17. 17. What does feature success look like?
  18. 18. What does feature success look like? user
  19. 19. What does user success look like?
  20. 20. How can we measure that? What does user success look like?
  21. 21. Agenda Measuring the right thing Goals, Signals, and Metrics Learnings
  22. 22. Goals Signals Metrics
  23. 23. Goals Signals Metrics What does user success look like?
  24. 24. Goals Signals Metrics How can we measure that? What does user success look like?
  25. 25. Goals Signals Metrics
  26. 26. Goals are what success looks like for your user Goals Signals Metrics
  27. 27. Goals are what success looks like for your user Goals Signals Metrics E.g. Give a useful talk at Atlas Camp
  28. 28. Goals are what success looks like for your user Goals Signals Metrics E.g. Give a useful talk at Atlas Camp
  29. 29. 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
  30. 30. 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
  31. 31. 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
  32. 32. 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
  33. 33. GOAL
  34. 34. Deliver10languagesin Confluencebytheendof2018. GOAL
  35. 35. Goals Goals are what success looks like for your user
  36. 36. GSM Play Ingredients
  37. 37. Post-its Sharpies Whiteboard Markers GSM Play Ingredients
  38. 38. Setting Goals
  39. 39. Individual brainstorming Setting Goals
  40. 40. Individual brainstorming Shareback & grouping Setting Goals
  41. 41. Individual brainstorming Shareback & grouping Discussion & prioritisation Setting Goals
  42. 42. Goals Ensure non-English teams can collaborate and get work done with Confluence
  43. 43. Goals Signals Ensure non-English teams can collaborate and get work done with Confluence Signals are predictors of the associated goals
  44. 44. Individual brainstorming Shareback & grouping Discussion & prioritisation Setting Signals
  45. 45. Goals Signals Ensure non-English teams can collaborate and get work done with Confluence
  46. 46. Goals Signals Ensure non-English teams can collaborate and get work done with Confluence Users working with a non- English language, use the translations.
  47. 47. Goals Signals Ensure non-English teams can collaborate and get work done with Confluence Users working with a non- English language, use the translations.
  48. 48. 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.
  49. 49. 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.
  50. 50. Individual brainstorming Shareback & grouping Discussion & prioritisation Setting Metrics
  51. 51. 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.
  52. 52. 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.
  53. 53. 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.
  54. 54. MetricsSignals
  55. 55. MetricsSignals Show us whether we’re on the right track
  56. 56. MetricsSignals Show us whether we’re on the right track Metrics show us whether or not you’ve been successful
  57. 57. MetricsSignals Show us whether we’re on the right track Metrics show us whether or not you’ve been successful
  58. 58. SHORT TERM SUCCESS MetricsSignals Show us whether we’re on the right track Metrics show us whether or not you’ve been successful
  59. 59. 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
  60. 60. 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
  61. 61. 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
  62. 62. FEATURE DRIVEN GOAL
  63. 63. Deliver10languagesin Confluencebytheendof2018. FEATURE DRIVEN GOAL
  64. 64. USER DRIVEN GOAL Ensurethatnon-English speakingteamscancollaborate andgetworkdonewith Confluence
  65. 65. MetricsGoals Signals
  66. 66. Metrics Goals Signals
  67. 67. Metrics Goals Signals
  68. 68. Jira Email Notifications
  69. 69. Goals Signals Metrics
  70. 70. Goals Signals Metrics
  71. 71. Goals Signals Metrics ITERATION 1
  72. 72. Goals Signals Metrics Users are notified for things they care about ITERATION 1
  73. 73. Goals Signals Metrics Users are notified for things they care about ITERATION 1
  74. 74. Goals Signals Metrics Users are notified for things they care about Users are opening their notifications ITERATION 1
  75. 75. Goals Signals Metrics Users are notified for things they care about Users are opening their notifications ITERATION 1
  76. 76. 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
  77. 77. 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
  78. 78. 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
  79. 79. Informative
  80. 80. ActionableInformative
  81. 81. ActionableInformative
  82. 82. ActionableInformative Notifications that are valuable to users by delivering information
  83. 83. ActionableInformative Notifications that are valuable to users by delivering information Issue was transitioned to ‘Done’
  84. 84. ActionableInformative Notifications that are valuable to users by delivering information Issue was transitioned to ‘Done’
  85. 85. ActionableInformative Notifications that are valuable to users by delivering information Notifications that are valuable to users by driving action Issue was transitioned to ‘Done’
  86. 86. 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
  87. 87. 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
  88. 88. 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
  89. 89. 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
  90. 90. 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
  91. 91. 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
  92. 92. 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
  93. 93. 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
  94. 94. 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
  95. 95. 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
  96. 96. 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
  97. 97. 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
  98. 98. Actionable NOTIFICATION WAS CLICKED Notifications that are valuable to users by driving action You were mentioned on an Issue Issue was shared with you
  99. 99. Actionable NOTIFICATION WAS CLICKED Notifications that are valuable to users by driving action You were mentioned on an Issue Issue was shared with you
  100. 100. 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
  101. 101. 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
  102. 102. 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
  103. 103. 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
  104. 104. 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
  105. 105. 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
  106. 106. 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
  107. 107. 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
  108. 108. 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
  109. 109. Metrics Goals Signals
  110. 110. Metrics Goals Signals
  111. 111. Agenda Measuring the right thing Goals, Signals, and Metrics Learnings
  112. 112. Learnings Understand your tradeoffs Counter metrics Avoid x% Be specific Qualitative Keep the balance
  113. 113. Learnings Understand your tradeoffs Metric: Reduce email volume by x% Counter metrics Avoid x% Be specific Qualitative Keep the balance
  114. 114. 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
  115. 115. Learnings Set a target for your team Counter metrics Avoid x% Be specific Qualitative Keep the balance
  116. 116. Learnings Set a target for your team Counter metrics Avoid x% Be specific Qualitative Keep the balance
  117. 117. 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
  118. 118. Learnings Set a target for your team Countermetric:0%decreaseinJiraMAU Metric:Reduceemailvolumeby20%x% Counter metrics Avoid x% Be specific Qualitative Keep the balance
  119. 119. Learnings Set a target for your team Metric:Reduceemailvolumeby20% Countermetric:0%decreaseinJiraMAU Counter metrics Avoid x% Be specific Qualitative Keep the balance
  120. 120. Learnings Be clear with what you're setting out to achieve Counter metrics Avoid x% Be specific Qualitative Keep the balance
  121. 121. 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
  122. 122. 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
  123. 123. 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
  124. 124. 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
  125. 125. Learnings Counter metrics Avoid x% Be specific Qualitative Pair quantitative metrics with qualitative analysis Keep the balance
  126. 126. Learnings Counter metrics Avoid x% Be specific Qualitative Pair quantitative metrics with qualitative analysis Quantitative: Tellsyouwhat’shappening Qualitative: Allowsyoutounderstandwhy Keep the balance
  127. 127. Learnings Balance product execution vs setting the perfect metric Counter metrics Avoid x% Be specific Qualitative Keep the balance
  128. 128. Takeaways
  129. 129. 1 Start by determining user success Takeaways
  130. 130. What does user success look like?
  131. 131. How can we measure that? What does user success look like?
  132. 132. 1 Start by determining user success Takeaways
  133. 133. 1 2 Start by determining user success Use a framework & iterate Takeaways
  134. 134. http://go.atlassian.com/goalssignalsmetrics
  135. 135. http://go.atlassian.com/goalssignalsmetrics http://go.atlassian.com/goalssignalsmetrics
  136. 136. 1 2 Start by determining user success Use a framework & iterate Takeaways
  137. 137. 1 3 2 Start by determining user success Use a framework & iterate Set a target & be specific Takeaways
  138. 138. 1 3 2 Start by determining user success Use a framework & iterate Set a target & be specific Takeaways
  139. 139. 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
  140. 140. Thank you! JOSEPHINE LEE | PRODUCT MANAGER | ATLASSIAN

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