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What is good quality data?

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Presentation on theme: "What is good quality data?"— Presentation transcript:

1 What is good quality data?
Alfonso Iorio MD, PhD Health Information Research Unit McMaster University, Canada What is good quality data? - Alfonso Iorio, Canada

2 Disclosures for: Alfonso Iorio
In compliance with the PIM* policy, WFH requires the following disclosures be made at each presentation CONFLICT Disclosure — if conflict of interest exists Research Support McMaster receives support for research in hemophilia by Bayer, Biogen, Octapharma, Novo-Nordisk, Pfizer, Shire Director, Officer, Employee Data and Demographics committee, WFH Shareholder Honoraria Advisory Committee McMaster receives support for services in hemophilia by Bayer, Biogen, Octapharma, Novo-Nordisk, Pfizer, Shire Consultant * Postgraduate Institute for Medicine 2

3 Quality Data Trustworhty Appropriate Understandable Powerful
Trustworthy Appropriate Understandable Powerful

4 Trustworthiness Precise Accurate Reproducible Face validity 4

5 5

6 Time Participants 8:30 110 8:45 160 10:20 90 11:00 75 Trustworthiness

7 Time Participants 8:30 110 8:45 160 10:20 90 11:00 75 Trustworthiness

8 Time Participants Max Min Mean 108
Trustworthiness Time Participants 8:30 110 8:45 160 Max 10:20 90 11:00 75 Min Mean 108 8

9 How many participants? How many seats? How many lunch-boxes?
APPROPRIATENESS How many participants? Time Participants 8:30 110 8:45 160 Max 10:20 90 11:00 75 Min Mean 108 How many seats? How many lunch-boxes? 9

10 How many language translations?
APPROPRIATENESS Name Country Arthur Santos Brazil Andrea Muller UK Andreas Solo US Andrea White Argentina Erinn McGill Canada …... How many women? How many language translations? 10

11 Fatal/total accidents
Understandable This year, the number of fatal street accident increased by 15 Cirxulating cars Car accidents Fatal/total accidents +10% -2% /100,000 +200/2000 +15 (525) +25,000/2M -1,000/15,000 +15 (830) +1,000/15,000 +15 (1700) 11

12 Time Workshop A Workshop B Workshop C Mean 108 62 115
POWERFUL Time Workshop A Workshop B Workshop C 8:30 110 50 140 8:45 160 80 120 10:20 90 70 11:00 75 60 Mean 108 62 115 12

13 Time Workshop A Workshop B Workshop C 160 Mean 108 62 115
POWERFUL Time Workshop A Workshop B Workshop C 8:30 110 50 140 8:45 160 80 120 10:20 90 70 11:00 75 60 Mean 108 62 115 13

14 Time Workshop A Workshop B Workshop C 50 Mean 108 62 115
POWERFUL Time Workshop A Workshop B Workshop C 8:30 110 50 140 8:45 160 80 120 10:20 90 70 11:00 75 60 Mean 108 62 115 14

15 Time Workshop A Workshop B Workshop C Mean 108 62 115
POWERFUL Time Workshop A Workshop B Workshop C 8:30 110 50 140 8:45 160 80 120 10:20 90 70 11:00 75 60 Mean 108 62 115 15

16 Time Workshop A Workshop C Mean 108 115
POWERFUL Details: Room A: 75 seats Room C: 200 seats, free breakfast Time Workshop A Workshop C 8:30 110 140 8:45 160 120 10:20 90 11:00 75 60 Mean 108 115 Critical detail: Plenary session (with free lunch) at 10:30 16

17 Ask important questions Collect reliable and appropriate data
SUMMARY Ask important questions Collect reliable and appropriate data Empower your data with proper comparators and meaningful covariates 17


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