supporting grounding with objective medication-taking data matthew l. lee philips research anind k....

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Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

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Page 1: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Supporting Grounding with Objective Medication-taking DataMatthew L. Lee Philips ResearchAnind K. Dey Carnegie Mellon University

Page 2: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University
Page 3: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Custom Layout

How would having objective account of medication-taking affect communication?

Page 4: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

closure switches

accelerometer

microprocessor

wireless radio

Page 5: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

10 months

14 older adults

Page 6: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University
Page 7: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Presented data to six doctors

Interviewed them about how these data would affect their practice

Prompt: “If you the patient were sitting here right now, what would you say?”

Page 8: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Participant E.S.

“I see that her meds are pretty good, so I would talk to her more about her diet and sleep hygiene instead.” - PCP

Age 66, FDiabetesCancerBipolar disease

Page 9: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Participant S.K.

“I was worried about her more psychologically than physically, but this shows me that she is paying attention and this matches what she tells me. ” - Geriatrician

Age 55, FCOPDDepression

Page 10: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Participant E.N.

“If I had this, I would have had my nurse give him a call and schedule an appointment to find out what’s going on.” – PCP

“If I had the time to look at this, I would have asked him about it when he was in my office in December.” - Oncologist

Age 70, MCancer (brain)High cholesterol

Page 11: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Objective sensor data can…

• focus attention on the right behaviors

• build trust (or distrust) in the patient’s self-reports

• act as a trigger for the optimal level of contact

• make the office encounter more collaborative

Page 12: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Considerations for designing

“data interventions”• Different stakeholders need different

views of data

• Timeliness of data is critical

• Show data that is interpretable & actionable

Page 13: Supporting Grounding with Objective Medication-taking Data Matthew L. Lee Philips Research Anind K. Dey Carnegie Mellon University

Supporting Grounding with Objective Medication-taking DataMatthew L. Lee Philips ResearchAnind K. Dey Carnegie Mellon University