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Do we really need that mandatory data field? Presented by Dr Marianne Kirrane

Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

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Page 1: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Do we really need that

mandatory data field?Presented by Dr Marianne Kirrane

Page 2: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 3: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Why am I here talking to you?• Intensivist

Credit: https://www.healthcareglobal.com/public-health/intensivist-shortage-there-way-around-itCredit: https://salarieshub.com/intensivist-salary/

Page 4: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 5: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Credit: https://www.businesswire.com/news/home/20190211005225/en/Baxter-NantHealth%C2%AE-Advance-Digital-Health-Technology-Medical

Page 6: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Why am I here talking to you?• Intensivist

• Geek

Credit: https://www.cenaynailor.com/my-personal-wp-geek/

Page 7: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Why am I here talking to you?• Intensivist

• Geek

• Informed risk-taker

Page 8: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 9: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Credit: https://www.businesswire.com/news/home/20190211005225/en/Baxter-NantHealth%C2%AE-Advance-Digital-Health-Technology-Medical

Page 10: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

X

Page 11: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 12: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 13: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 14: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 15: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 16: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Reports

Page 17: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 18: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Case VignetteYour Director comes to you as she’s been alerted that your clinical unit’s rate of patients with pulmonary emboli has increased.

You confirm that is correct but how do you get the information you need quickly enough to minimise ongoing harm?

Page 19: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

So why the increased PE rate?

• Poor VTE prophylaxis compliance?

• Increased incidence pro-thrombotic conditions?

• Better reporting?

Page 20: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

VTE in ICU• Major cause of morbidity and mortality

• Potentially avoidable

Page 21: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

ANZICS CORE

Page 22: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Contra-indications for VTE prophylaxis

Page 23: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 24: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

WarfarinApixabanDabigatranRivaroxabanDalteparin

Page 25: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 26: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Forms with free text fields

Page 27: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Text templates

Current Qld MV config doesn’t

support meta-tags

Page 28: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 29: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 30: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 31: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 32: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 33: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

But…

Page 34: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 35: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 36: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 37: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 38: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 39: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Does it matter?

XXX

Page 40: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Data analytics

Diagnostic analytics

Is defined by Gartner as “a form of

advanced analytics which examines data

or content” to determine why a health outcome

happened.

Predictive analyticsWhen healthcare professionals use machine learning to analyse patient data in order to

determine possible patient outcomes.

Prescriptive analyticsUses machine learning algorithms to perform

comprehensive analyses of patient data to improve the quality of patient management

Page 41: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Case VignetteNeed to correlate

• Presence or absence of mechanical prophylaxis

• Presence or absence of chemical prophylaxis

AND

• Reason for absence of mechanical prophylaxis

• Reason for absence of chemical prophylaxis

Page 42: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Presence or absence of mechanical prophylaxis

Presence or absence of chemical prophylaxis

Page 43: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Presence or absence of mechanical prophylaxisPresence or absence of chemical prophylaxis

Reason for absence of mechanical prophylaxisReason for absence of chemical prophylaxis

Page 44: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Case VignetteNeed to correlate

• Presence or absence of mechanical prophylaxis

• Presence or absence of chemical prophylaxis

AND

• Reason for absence of mechanical prophylaxis

• Reason for absence of chemical prophylaxis

Page 45: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

No mandatory structured field

= unstructured data

= no reporting or extraction capability

= failure of EMR

Mandatory structured field

= clinician burnout

= poor quality data

= failure of EMR

XXX

Page 46: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

So how do we manage on paper?

We “opt out”

Page 47: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

6 ways to improve 'required fields'1 Establish a high criteria to make a field required

2 Anticipated Expiration Date

3 Create an ‘out-out’ and ‘skip’ any required field option

- but track its use

4 Show the ‘justification’ for the required field

5 Be open to feedback

6 Auto-populate fields

Page 48: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Smarter forms• Auto-population

• Nursing assessment

• Medication orders

• Education

• Pop-ups • with opt-out

• and reminder

TEDS + SCDSHeparin IV continuous infusion

Page 49: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Templates• Meta-tags

• Education

• Pop-ups• with opt-out

• and reminder

Page 50: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

Pop-ups

Emergency saveReminder will pop up every time chart is

accessed

Unknown infoReminder in12h24hNext chart access

Page 51: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine
Page 52: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

YES

Page 53: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

THE NOWDIGITISED PAPER

THE FUTURESMART FORMS

Credit: https://www.icomedias.com/en/digital-forms-oekz__trashed/mobile-formulare-oekz/

Page 54: Do we really need that mandatory data field? · Data analytics Diagnostic analytics Is defined by Gartner as a form of advanced analytics which examines data or content to determine

?