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Nina Mian, Head of Biomedical Informatics Advanced Analytics Center, AstraZeneca April 2015 Patient-Centered Analytics Tools and technologies to enable patient centered insight

Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

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Page 1: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Nina Mian, Head of Biomedical Informatics Advanced Analytics Center, AstraZeneca April 2015

Patient-Centered Analytics Tools and technologies to enable patient centered insight

Page 2: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

The Advanced Analytics Centre Transforming drug development decision making through applied data science

Page 3: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Patient centered…

analytics?

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Deliver actionable insights to

AstraZeneca and patients

Solicit and acquire

patient views & data

Derive insight from

data: analytics

Page 4: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Challenges you might have come across...

Page 5: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

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..and why we need to resolve them

Motivation to do great things for patients Motivation to do great things for patients

Impact of disease Status of current treatment

Unmet need Endpoints that matter

Recruitment & retention Reducing missing data Adherence + efficacy

Benefit-Risk (tolerability) Transparency

True patient journey Patient group education

and advocacy Brand awareness Medicines Access

Improved health outcomes & experiences

Page 6: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

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http://commons.wikimedia.org/wiki/Category:Hype_cycle

Tools & Technologies Peak of Inflated Expectation

Data & Insights Active and passive

PRO/ PRE

Blogs

Forums

YouTube Searches

Biomarkers

Podcasts

Location and

movement

Mobile

Social

Wearable Consumer reports Patient

health record

Page 7: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

PatientsLikeMe

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Page 8: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Ovarian Cancer – “In your own words”

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Total # 30 (56.3 ± 9.2 y.o) Caucasian females BRCA+ n = 4 BRCA - n = 11 BRCA Unknown n = 15

Treatment pathway

Page 9: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

• Structured

• Longitudinal

• Targeted additional data

• Fast

•Account for bias

(population, recall)

•Where the patients

already are

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The approach

Page 10: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Patient centric learning Listening, and understanding what patients are willing to share

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“I spent Sunday in bed shaking off a headache and feeling unwell.”

“Still there has been no return of the swelling to my ankle or foot and No discomfort while eating. So I'm in pretty good shape really ”

“I'm not doing an awful lot because of the fatigue that is really quite, quite overwhelming.”

“the taste of the pills is unpleasant even though they are in the mouth for only a couple of seconds, ...”

“the rash is gone from my face and is greatly reduced on my chest” ... “My skin continues to be dry but is responding to XXX and is not a problem.”

Page 11: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Insight to Interpretation

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Safety

Skin Gastrointestinal

Dry skin Pimply rash Diarrhoea Constipation

Page 12: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

• Characterisation of issues

• Impact

• Management

Informed medical teams

Informed patients

Gives our patients a voice, and us a way to listen, so that we can strengthening the link between our science and patient-driven needs

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How does it help the patients? How does it help us?

Page 13: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Finalist: Customer Innovator Award

Page 14: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Me&My: Global Patient and Physician Support

Key Modules •Patient Profiling based on behaviour and disease state

• guides messaging strategy and other interventions

•Data Collection from Patients •Integration of devices for adherence support and detecting change in disease state •Devices to collect physiological data •Patient reported outcomes

•Supported self management •Individualised messages based on data collected •Content from medically valid sources •Goal setting and tracking •Decision support •Links to HCP and HCP services

Page 15: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

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Navigating the trough of disillusionment

Page 16: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

> Patients making medical decisions… > New methods of data capture… > Holistic view of patient experience

htt

ps:/

/ww

w.a

icu

re.c

om

/

htt

ps:/

/ww

w.t

hera

no

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Patient +

Provider +

Payer +

Pharma

http://www.thecyranosmccann.com/

Improved health outcomes & experience

Page 17: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Acknowledgements

Jenny Royle, Patient Safety Åsa Strom, Clinical informatics, R&D Information Stephanie Roberts, Advanced Analytics Center Christelle Gendrin, Advanced Analytics Center Amrik Mahal, R&D Information Lili Peng, R&D Information Donal Landers, Early Clinical Development Andrew Hughes, Early Clinical Development Shirley Spratt, Patient Safety Katarina Halling, PRO Group Daniel Eek, PRO Group Lisa Banks, Intelligent Pharmaceuticals Matt Bonam , Intelligent Pharmaceuticals Jan Frövenholt, R&D Information Sarah Keegans, Intelligent Pharmaceuticals Our partners at PLM and many other collaborators.

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Page 18: Tools and technologies to enable patient centered insight · Social Consumer Wearable Patient reports health record . ... “I'm not doing an awful lot because of the fatigue that

Confidentiality Notice

This file is private and may contain confidential and proprietary information. If you have received this file in error, please notify us and remove

it from your system and note that you must not copy, distribute or take any action in reliance on it. Any unauthorized use or disclosure of the

contents of this file is not permitted and may be unlawful. AstraZeneca PLC, 2 Kingdom Street, London, W2 6BD, UK, T: +44(0)20 7604 8000,

F: +44 (0)20 7604 8151, www.astrazeneca.com

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