Connecting Dots: How Open Data, Payment Reform,...

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@aneeshchopra www.innovativestate.com Connecting Dots: How Open Data, Payment Reform, and Consumer APIs will Accelerate Precision Medicine

Transcript of Connecting Dots: How Open Data, Payment Reform,...

Page 1: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

@aneeshchoprawww.innovativestate.com

Connecting Dots: How Open Data, Payment Reform, and Consumer APIs

will Accelerate Precision Medicine

Page 2: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

Connecting Dots ~ Payment Reform, Open Data1

2 The Emerging “Connected Apps” Era

3 Implications for Precision Medicine

Agenda for Discussion

Page 3: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

David Van Sickle collaborates with Mayor Fisher (Louisville) to micro-target air quality improvement opportunities; patient inhaler GPS data informs action to lower particulate matter

10%; results in 27% reduction in asthma risk area

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Democratize Government Data via Open APIsFrom Jefferson to Health Datapalooza

On July 4, 1776, the weather in Philly was

clear and mild with a high of 76 degrees

Source: http://celebrating200years.noaa.gov/foundations/climate_data/image1.html; healthdata.gov; iTriage

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Source: https://innovation.cms.gov/initiatives/Million-Hearts-CVDRRM/; https://millionhearts.hhs.gov/data-reports/data.htm;

Medicare Reporting CoverageCMS EHR Incentive Program 2011-2013

Connecting the Dots on Care Delivery Reform“Million Hearts” campaign invokes open data, connected apps, pmt reform

Page 6: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

Medicare Program Reveals The Challenge AheadACOs incentivized, but not wired up to close feedback loops

~40% of hypertensive patients (~4500 in one Medicare ACO) received their last E&M visit

of the year at an out-of-network provider

Widespread variation across physician practices in the percent of hypertensive patients with the last visit of

2015 out of networkSource: NavHealth

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PG&E’s CIO leads industry adoption, scaling through national movementThe Emerging “Connected Apps” Era

Source: http://energy.gov/eere/sunshot/sunshot-initiative ; http://www.pge.com/en/myhome/addservices/sharemydata/customers/index.pagehttp://www.pgecurrents.com/2012/08/14/pg-topic-is-dealing-with-data-that-comes-with-smart-grid/

“Chevrolet Volt…led to his developing the app...in…three months…his electric bill reduced an average 20 percent;” one of 50 registered apps with open access to customer energy data without fees or IP constraint

Page 8: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

Hoover’s “Associative State” model boosts nascent air sector

Source: http://history.nasa.gov/SP-4219/Chapter1.html;

After dramatic reduction in aircraft manufacturing following WWI, then-Secretary Hoover encourages industry collaboration on engine, wing standards, commercialized on popular DC-3, Boeing 247

Convening the Private Sector on Standards

Page 9: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

“All-in” Embrace of Open APIs for Data ExchangeRegulations, industry response aligned on technical capability

Source: argonautproject.org; healthIT.gov; https://www.healthit.gov/policy-researchers-implementers/health-it-legislation-and-regulations; http://www.vita.virginia.gov/Library/default.aspx?id=6442474293

“The purpose…is to rapidly develop a first-generation FHIR-based API and Core Data

Services specification…based on Internet standards and architectural patterns and styles.”

“…a system in which the consumer has access to his or her own information in a format that can be

used and re-used,… may be the highest-value approach to transferring account…information from

one Exchange to another.”

Section 1561 of the Affordable Care ActTechnical Recommendations (2010)

Page 10: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

Opening Up While Locking Down

Source: The Ponemon Institute, “Fifth Annual Privacy and Security of Healthcare Data Report”, May 2015

“Built-in” Security–APIs enforce a consistent protection mechanism across all

channels with built-in authentication, authorization, and threat protection

API-first approach to facilitate controlled access to data

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2 Single point of “truth” for connected mobile, web apps

3 Real-time analytics to monitor use vs. shipping “blind” flat files

API vs. “Point to Point”

“API-First” approach adds security protection by monitoring use

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Entering the “Burger King” Era – Have it Your Way!Hackensack Meridian tests many digital paths for patient data access

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Enable consumers to assemble their health data regardless of care setting

Implications for Precision Medicine

“MeTree” Assessment Tool: Duke Center for Applied Genomics and Precision Medicine expands the traditional “data model” by running deeper on family history, among other topics, to better understand risk

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Source: http://syncfor.science

“All of Us” Sync-for-Science initiative paving the way on methodEnabling Consumer-Directed Enrollment “Apps”

“All of Us” Initiative: Health systems contracted by NIH to enroll 10,000 participants – inclusive of EHR, claims, assessment data; emphasis on the entire HIPAA-regulated “designated record set”

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Source: Basepair.io; https://www.ncbi.nlm.nih.gov/clinvar/

ClinVar collaboration model enables lower time, cost to insightEncouraging New (Digital) Services

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“Digital Health Advisor:” a tech-enabled service that provides patients advice about how to maintain their health, respond to health concerns, deal with insurance and financing

questions, choose providers, and manage their own condition

Page 16: Connecting Dots: How Open Data, Payment Reform, …precisionmedicine.duke.edu/files/GPMF_Chopra_02.16.2017.pdf2017/02/16  · @aneeshchopra Connecting Dots: How Open Data, Payment

@aneeshchoprawww.innovativestate.com