Insights from Data
by Zhengming Song
AGENDA
subtitle
- HEADLINES
- OVERVIEW
- APPROACH
- Q&A
- APPENDIX
HEADLINES
Text
main content
OVERVIEW
actionable recommendations learned from data
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Tier 1: treatment X is a significant better choice for:
- Severe Male Young Adult
- Minor Male|Female Young Adult
- Minor Male Senior
- Minor Male Adult
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Tier 2: treatment Y is a significant better choice for:
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- Severe Male Youth
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- In all other cases, there is no significant statistical evidence shows there is difference of treatment X and Y in terms of success rate.
From patient side:
- Surgeon 25 is perform well for treatment X for both minor and severe initial conditions (expert for treatment X).
- Surgeon 2, 5, 12, 13, 16, 17, 19, 20, 21 are better at treatment X for minor initial condition.
- Surgeon 10, 17, 18, 19, 30, 31 are better at treatment Y for severe initial condition.
- Surgeon 6 handled the most surgeries, if the collection period is same for all surgeons. There might be inefficiency on resources utilization: ~7% workforce handled ~83+% surgeries.
- Better keep 20/80 rules.
From patient side:
Insights from Data by Zhengming Song
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By Zhengming Song
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