Bad design is bad for your health: Why data visualization details matter

Medical errors are the third leading cause of death in the U.S. As a UX designer for a leading healthcare IT company, Jody is determined to change this statistic. Visualizing patient data appropriately is imperative for improving clinician’s ability to provide quality healthcare to the population.

Designing for healthcare is complicated. It is governed by strict regulations, accessibility doctrines, and psychology principles. As designers, we need to go beyond plotting data on the first graph type we think of and seek to fully understand our users’ goals, needs and environment. A patient’s single data set may need to be displayed drastically differently for a nurse, physician, and the patient themselves. Even the smallest design detail can have big consequences in the perception of patient data.

During this talk, Jody will give detailed recommendations based on her experiences for how to create data visualizations while working in a high-paced, regulated design environment.

from UX Australia 2017

Transcript

1. Bad Design is Bad for Your Health: Why Data Visualization Details Matter Jody Butts UX Designer, Cerner
4. 2 3 4 5 6 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Francis, Eviza | DOB: 04/11/1962 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours)
6. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11
8. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11
9. 2 3 4 5 6 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Francis, Eviza | DOB: 04/11/1962 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours)
10. 2 3 4 5 6 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Francis, Eviza | DOB: 04/11/1962 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) 6 2
11. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 6
12. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 9 3 6
13. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours)
14. 3 4.5 6 7.5 9 08:00 10:00 12:00 16:00 18:00 20:00 22:00 00:00 02:00 04:00 06:00 08:00 John Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Eviza
16. https://vimeo.com/189787266
18. •UX/UI as defense for patient safety
19. •UX/UI as defense for patient safety •The health care IT landscape
20. •UX/UI as defense for patient safety •The health care IT landscape •Data visualization design details
 for accuracy & impact
21. Patient Safety UX Australia 2017 @JodyEButts
22. UX Australia 2017 @JodyEButts Patient Safety
23. UX Australia 2017 @JodyEButts Patient Safety
24. UX Australia 2017 @JodyEButts Patient Safety
25. UX Australia 2017 @JodyEButts Patient Safety ~1 in 10
26. http://www.latimes.com/travel/la-tr-baseball-sydney-cricket-ground-australia-20140302-photos-photogallery.html
27. 46,000 http://www.latimes.com/travel/la-tr-baseball-sydney-cricket-ground-australia-20140302-photos-photogallery.html
29. ~1,020,000 lives http://www.latimes.com/travel/la-tr-baseball-sydney-cricket-ground-australia-20140302-photos-photogallery.html
31. How Bad UX Killed Jenny Jonathan Shariat
32. Patient Safety UX Australia 2017 @JodyEButts
33. Patient Safety UX Australia 2017 @JodyEButts Challenges to Patient Safety Organizational Policies and Process People Systems Measurement and Monitoring User Interface External Rules and Regulation Workflow and Communication Hardware & Software
34. Patient Safety UX Australia 2017 @JodyEButts Challenges to Patient Safety System Downtime Interoperability Data Security Best practice / Knowledge share Non-Linear Communication Non-punitive error reporting Patient Engagement Work Hours Training Safety Culture & Training Efficiency Handoffs and Transitions Interoperability Surveillance and Monitoring Integration & Configuration Patient Identification Litigation Meaningful Use Clinical Decision Support Usability Process Feedback and Info Sharing Organizational Policies and Process People Systems Measurement and Monitoring User Interface External Rules and Regulation Workflow and Communication Hardware & Software
35. Patient Safety UX Australia 2017 @JodyEButts Challenges to Patient Safety System Downtime Interoperability Data Security Best practice / Knowledge share Non-Linear Communication Non-punitive error reporting Patient Engagement Work Hours Training Safety Culture & Training Efficiency Handoffs and Transitions Interoperability Surveillance and Monitoring Integration & Configuration Patient Identification Litigation Meaningful Use Clinical Decision Support Usability Process Feedback and Info Sharing Organizational Policies and Process People Systems Measurement and Monitoring User Interface External Rules and Regulation Workflow and Communication Hardware & Software
36. Patient Safety UX Australia 2017 @JodyEButts Challenges to Patient Safety System Downtime Interoperability Data Security Best practice / Knowledge share Non-Linear Communication Non-punitive error reporting Patient Engagement Work Hours Training Safety Culture & Training Efficiency Handoffs and Transitions Interoperability Surveillance and Monitoring Integration & Configuration Patient Identification Litigation Meaningful Use Clinical Decision Support Usability Process Feedback and Info Sharing Organizational Policies and Process People Systems Measurement and Monitoring User Interface External Rules and Regulation Workflow and Communication Hardware & Software
37. Patient Safety UX Australia 2017 @JodyEButts Challenges to Patient Safety System Downtime Interoperability Data Security Best practice / Knowledge share Non-Linear Communication Non-punitive error reporting Patient Engagement Work Hours Training Safety Culture & Training Efficiency Handoffs and Transitions Interoperability Surveillance and Monitoring Integration & Configuration Patient Identification Litigation Meaningful Use Clinical Decision Support Usability Process Feedback and Info Sharing Organizational Policies and Process People Systems Measurement and Monitoring User Interface External Rules and Regulation Workflow and Communication Hardware & Software
38. Patient Safety UX Australia 2017 @JodyEButts Patient Safety
39. Patient Safety UX Australia 2017 @JodyEButts Patient Safety https://en.wikipedia.org/wiki/Swiss_cheese_model
40. Patient Safety UX Australia 2017 @JodyEButts Patient Safety
41. http://www.uofmhealth.org/news/archive/201306/transforming-training-tomorrows-doctors-u-m-medical-school
43. “ ” …interface design should act as the last layer… - Jonathan Shariat, Tragic Design
44. Health Care IT UX Australia 2017 @JodyEButts
46. Health Care IT UX Australia 2017 @JodyEButts
47. Health Care IT UX Australia 2017 @JodyEButts
50. UX Australia 2017 @JodyEButts Health Care IT
51. UX Australia 2017 @JodyEButts Health Care IT HITECH FDASIA HIPPA Section 508 Safe Harbour ISO WHO NSQHS
52. Health Care IT UX Australia 2017 @JodyEButts
54. http://www.huffingtonpost.com/2014/01/27/electronic-health-records-doctor-eye-contact-patients_n_4661708.html
55. Health Care IT UX Australia 2017 @JodyEButts
56. Health Care IT UX Australia 2017 @JodyEButts
57. Health Care IT UX Australia 2017 @JodyEButts
58. Health Care IT UX Australia 2017 @JodyEButts
60. http://www.ohsu.edu/xd/health/services/doernbecher/research-education/education/fellowships/clinical-experiences.cfm
64. http://www.nytimes.com/2007/04/24/health/24teen.html
65. Health Care IT UX Australia 2017 @JodyEButts
66. Data Visualization Details UX Australia 2017 @JodyEButts
68. “ ” With great power comes great responsibility. - Uncle Ben, Spider-Man https://i.ytimg.com/vi/R0bGtake1Bc/maxresdefault.jpg
69. Data Visualization Details UX Australia 2017 @JodyEButts
70. Data Visualization Details UX Australia 2017 @JodyEButts
72. “ People can use statistics to prove anything…14% of all people know that. - Homer Simpson http://www.hollywoodreporter.com/live-feed/simpsons-feature-live-segment-homer-866370
73. UX Australia 2017 @JodyEButts Data Visualization Details
74. UX Australia 2017 @JodyEButts Data Visualization Details
75. UX Australia 2017 @JodyEButts Data Visualization Details Clarity, Context & Creativity
76. UX Australia 2017 @JodyEButts Data Visualization Details Clarity, Context & Creativity
77. UX Australia 2017 @JodyEButts Data Visualization Details
78. Project Category t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Project Category Total FTE UX Australia 2017 @JodyEButts Data Visualization Details
79. Project Category t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Project Category Total FTE UX Australia 2017 @JodyEButts Data Visualization Details Project Category
80. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Hours Worked Across Tech Projects in 2016 Total FTE Project Category UX Australia 2017 @JodyEButts Data Visualization Details
81. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Hours Worked Across Tech Projects in 2016 Total FTE Project Category UX Australia 2017 @JodyEButts Data Visualization Details Hours Worked Across Tech Projects in 2016
82. UX Australia 2017 @JodyEButts Data Visualization Details
83. UX Australia 2017 @JodyEButts Data Visualization Details
84. UX Australia 2017 @JodyEButts Data Visualization Details
85. http://www.pbcgis.com/normalize/ UX Australia 2017 @JodyEButts Data Visualization Details Month: Aug 2013 Units: %
86. UX Australia 2017 @JodyEButts Data Visualization Details
87. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 UX Australia 2017 @JodyEButts Data Visualization Details
88. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 ??? UX Australia 2017 @JodyEButts Data Visualization Details
89. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Total FTE Project Category UX Australia 2017 @JodyEButts Data Visualization Details Hours Worked Across Tech Projects in 2016
90. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Total FTE Project Category UX Australia 2017 @JodyEButts Data Visualization Details Hours Worked Across Tech Projects in 2016 Total FTE
91. t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Total FTE Project Category UX Australia 2017 @JodyEButts Data Visualization Details Hours Worked Across Tech Projects in 2016 Total FTE
92. UX Australia 2017 @JodyEButts Data Visualization Details
93. UX Australia 2017 @JodyEButts Data Visualization Details t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Dollars (A$)
94. UX Australia 2017 @JodyEButts Data Visualization Details t Category 1 Category 2 Category 3 Category 4 Category 5 Category 6 Category 7 Category 8 Dollars (A$) Dollars (A$)
95. UX Australia 2017 @JodyEButts Data Visualization Details
96. UX Australia 2017 @JodyEButts Data Visualization Details
97. UX Australia 2017 @JodyEButts Data Visualization Details 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Francis, Eviza | DOB: 04/11/1962 2 3 4 5 6 08:00 12:00 18:00 22:00 02:00 06:00
98. UX Australia 2017 @JodyEButts Data Visualization Details 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Francis, Eviza | DOB: 04/11/1962 2 3 4 5 6 08:00 12:00 18:00 22:00 02:00 06:00
99. UX Australia 2017 @JodyEButts Data Visualization Details
100. UX Australia 2017 @JodyEButts Data Visualization Details 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Francis, Eviza | DOB: 04/11/1962 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00
101. UX Australia 2017 @JodyEButts Data Visualization Details
102. UX Australia 2017 @JodyEButts Data Visualization Details
103. UX Australia 2017 @JodyEButts Data Visualization Details
104. UX Australia 2017 @JodyEButts Data Visualization Details
105. https://www.youtube.com/watch?v=E91bGT9BjYk
106. https://www.youtube.com/watch?v=E91bGT9BjYk
107. https://www.youtube.com/watch?v=E91bGT9BjYk
110. 32 34 36 38 40 08:00 12:00 16:00 20:00 00:00 04:00 08:00 Temperature Mobley, John | DOB: 22/03/1957 Degrees (Celsius) Aug 10 Aug 11
111. Temperature Mobley, John | DOB: 22/03/1957 Degrees (Celsius) Aug 10 Aug 11 35.5 36 36.5 37 37.5 08:00 12:00 16:00 20:00 00:00 04:00 08:00
114. 3 4.5 6 7.5 9 16:59 19:20 19:24 19:52 19:58 19:59 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10
115. 3 4.5 6 7.5 9 16:59 19:20 19:24 19:52 19:58 19:59 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10 16:59 19:20 19:24 19:52 19:58 19:59 20:00 16:59 19:20 19:24 19:52 19:58 19:59 20:00
116. 3 4.5 6 7.5 9 16:59 19:20 19:24 19:52 19:58 19:59 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10 16:59 19:20 19:24 19:52 19:58 19:59 20:00 19:24 19:52 19:58 19:59 20:00
117. 3 4.5 6 7.5 9 16:59 19:20 19:24 19:52 19:58 19:59 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10 16:59 19:20 19:24 19:52 19:58 19:59 20:00
118. 3 4.5 6 7.5 9 17:00 17:30 18:00 18:30 19:00 19:30 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10
119. 3 4.5 6 7.5 9 17:00 17:30 18:00 18:30 19:00 19:30 20:00 Blood Glucose Mobley, John | DOB: 22/03/1957 Blood Glucose (mmol/L) Aug 10 17:00 17:30 18:00 18:30 19:00 19:30 20:00
120. UX Australia 2017 @JodyEButts Data Visualization Details
121. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Saturday Sunday UX Australia 2017 @JodyEButts Data Visualization Details
122. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday UX Australia 2017 @JodyEButts Data Visualization Details
123. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday UX Australia 2017 @JodyEButts Data Visualization Details
124. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday UX Australia 2017 @JodyEButts Data Visualization Details 42 units Saturday
125. UX Australia 2017 @JodyEButts Data Visualization Details Clarity Context & Creativity ,
126. UX Australia 2017 @JodyEButts Data Visualization Details Clarity Context & Creativity , Context
127. Temperature Mobley, John | DOB: 22/03/1957 Degrees (Celsius) Aug 10 Aug 11 35 35.75 36.5 37.25 38 08:00 12:00 16:00 20:00 00:00 04:00 08:00
128. Temperature Mobley, John | DOB: 22/03/1957 Degrees (Celsius) Aug 10 Aug 11 35 35.75 36.5 37.25 38 08:00 12:00 16:00 20:00 00:00 04:00 08:00
129. UX Australia 2017 @JodyEButts Data Visualization Details
130. 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Francis, Eviza | DOB: 04/11/1962 2 3 4 5 6 08:00 12:00 18:00 22:00 02:00 06:00 UX Australia 2017 @JodyEButts Data Visualization Details
131. 3 4.5 6 7.5 9 08:00 12:00 18:00 22:00 02:00 06:00 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Mobley, John | DOB: 22/03/1957 Potassium (mmol/L) Aug 10 Aug 11 Potassium (Past 24 hours) Francis, Eviza | DOB: 04/11/1962 2 3 4 5 6 08:00 12:00 18:00 22:00 02:00 06:00 UX Australia 2017 @JodyEButts Data Visualization Details
132. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday UX Australia 2017 @JodyEButts Data Visualization Details
133. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday Goal: 50 UX Australia 2017 @JodyEButts Data Visualization Details
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135. UX Australia 2017 @JodyEButts Data Visualization Details
136. UX Australia 2017 @JodyEButts Data Visualization Details 0% 40% 0% 100%
137. UX Australia 2017 @JodyEButts Data Visualization Details
138. UX Australia 2017 @JodyEButts Data Visualization Details
139. UX Australia 2017 @JodyEButts Data Visualization Details Date Range: January 01, 2016 – June 30, 2016
140. UX Australia 2017 @JodyEButts Data Visualization Details
141. 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday 74 units UX Australia 2017 @JodyEButts Data Visualization Details
142. UX Australia 2017 @JodyEButts Data Visualization Details
143. UX Australia 2017 @JodyEButts Data Visualization Details
144. UX Australia 2017 @JodyEButts Data Visualization Details
145. UX Australia 2017 @JodyEButts Data Visualization Details
146. UX Australia 2017 @JodyEButts Data Visualization Details Clarity, Context Creativity &
147. UX Australia 2017 @JodyEButts Data Visualization Details Clarity, Context Creativity & Creativity
148. UX Australia 2017 @JodyEButts Data Visualization Details
149. UX Australia 2017 @JodyEButts Data Visualization Details
150. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
151. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
152. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
153. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
154. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
155. UX Australia 2017 @JodyEButts Data Visualization Details Position (common scale) Position (non-aligned scale) Length Angle Slope Area Volume Density Color Saturation Color Hue
157. 0 5 10 15 20 08:00 12:00 16:00 20:00 00:00 04:00 08:00 Medication A Mobley, John | DOB: 22/03/1957 Dosage (mg) Aug 10 Aug 11
158. 0 5 10 15 20 08:00 12:00 16:00 20:00 00:00 04:00 08:00 Medication A Mobley, John | DOB: 22/03/1957 Dosage (mg) Aug 10 Aug 11
159. UX Australia 2017 @JodyEButts Data Visualization Details
160. UX Australia 2017 @JodyEButts Data Visualization Details
161. UX Australia 2017 @JodyEButts Data Visualization Details
162. https://18482-presscdn-0-9-pagely.netdna-ssl.com/wp-content/uploads/2015/07/03-flat-admin-dashboard-panel-ui.jpg UX Australia 2017 @JodyEButts Data Visualization Details
163. UX Australia 2017 @JodyEButts Data Visualization Details https://www.geckoboard.com/assets/1-terrible-dashboard-example.png
164. UX Australia 2017 @JodyEButts Data Visualization Details
165. UX Australia 2017 @JodyEButts Data Visualization Details http://visualoop.com/blog/84485/a-look-at-choropleth-maps
166. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details
167. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details http://scls.typepad.com/techbits/2013/12/turning-library-reports-into-heat-maps.html
168. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details http://scls.typepad.com/techbits/2013/12/turning-library-reports-into-heat-maps.html
169. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details
170. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details Delta-E: 0
171. UX Australia 2017 @JodyEButts Data Visualization Details UX Australia 2017 @JodyEButts Data Visualization Details Delta-E: 0 Delta-E: 17.5758
172. UX Australia 2017 @JodyEButts Data Visualization Details
173. UX Australia 2017 @JodyEButts Data Visualization Details https://powerbi.microsoft.com/en-us/blog/power-bi-service-update-0106/
174. UX Australia 2017 @JodyEButts Data Visualization Details
175. UX Australia 2017 @JodyEButts Data Visualization Details
176. UX Australia 2017 @JodyEButts Data Visualization Details
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179. UX Australia 2017 @JodyEButts Data Visualization Details
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181. UX Australia 2017 @JodyEButts Data Visualization Details
182. UX Australia 2017 @JodyEButts Data Visualization Details https://dribbble.com/shots/1562936-iPad-Dashboard
183. UX Australia 2017 @JodyEButts Data Visualization Details 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday Dollars (A$) Weekday
184. UX Australia 2017 @JodyEButts Data Visualization Details 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday Dollars (A$) Weekday
185. UX Australia 2017 @JodyEButts Data Visualization Details Dollars (A$) Weekday 0 20 40 60 80 Monday Tuesday Wednesday Thursday Friday Saturday Sunday
186. UX Australia 2017 @JodyEButts Data Visualization Details
187. UX Australia 2017 @JodyEButts Data Visualization Details
188. UX Australia 2017 @JodyEButts Data Visualization Details
189. https://giphy.com/gifs/graph-ED86JXsRkjSeY
190. https://giphy.com/gifs/graph-ED86JXsRkjSeY
192. “ ” Above all else, show the data. - Edward Tufte https://thatsthespir.it/of/edward-tufte
199. http://www.uofmhealth.org/news/archive/201306/transforming-training-tomorrows-doctors-u-m-medical-school
201. !
203. 26,000 lives
207. https://www.extremetech.com/extreme/196554-a-new-computer-chess-champion-is-crowned-and-the-continued-demise-of-human-grandmasters
208. Human strategic guidance combined with the tactical acuity of a computer was overwhelming. “ - Garry Kasparov https://www.extremetech.com/extreme/196554-a-new-computer-chess-champion-is-crowned-and-the-continued-demise-of-human-grandmasters
210. 123 89 23 44 12 19 939 121 109 13 95 41 20 73 38 19 121 109 13 95 41 20 20 73 38 19 18 4 29 40 20 32 8 12 20 73 38 19 1 26 75 10 12 19 939 121 109 13 20 73 38 19 18 4 29 40 20 73 38 21 18 4 29 40 18 4 29 40 4 29 40 121 109 13 95 41 20 80 44 80 28 12 19 939 121 109 13 20 123 89 23 44 12 19 939 17 40 11 20 73 38 19 121 109 13 10 32 54 22 80 13 68 10 32 54 22 80 13 12 19 939 121 109 13 4 29 40 23 83 121 109 13 95 41 20 10 32 54 22 80 13 4 29 40 121 109 13 122 18 4 29 40 123 89 23 44 12 19 939 54 4 29 40 72 12 19 939 121 109 13 29 40 121 109 13 3 20 73 38 19 10 32 54 22 80 13 20 73 38 19 11 86 83 12 19 939 121 109 13 121 109 13 95 41 20 4 29 40 10 32 54 22 80 13 29 40 83 20 12 19 939 121 109 13 123 89 23 44 12 19 939 19 20 73 38 19 18 4 29 40 27 42 20 73 38 19 41 76 18 4 29 40 23 44 12 19 18 4 29 40 10 32 54 22 80 13 121 109 13 95 41 20 121 109 13 95 41 20 98 123 89 23 44 12 19 939 12 45 20 73 38 23 44 12 19 20 73 38 19 18 4 29 40 89 102 98 12 19 939 121 109 13 121 109 13 23 44 12 19 22
212. Designers have a critical role to play in the way technology will impact people’s lives. “ - Tragic Design
215. Thank You @JodyEButts