SlideShare ist ein Scribd-Unternehmen logo
1 von 41
Utilizing Digital Healthcare Data to Create a New Business Model in Drug Safety  Michael A. Ibara Pfizer, Inc. TRACK 5 Capability & Capacity  Building, Clinical Development Modernize Clinical Development Through New Technology
Agenda ,[object Object],[object Object],[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object]
Digitization of Healthcare Data ,[object Object],[object Object],[object Object]
A Paradigm Shift ,[object Object],[object Object],[object Object],[object Object]
“ The transition from a paradigm in crisis to a new one from which a new tradition of normal science can emerge is far from a cumulative process, one achieved by an articulation or extension of the old paradigm. Rather it is a reconstruction of the field from new fundamentals, a reconstruction that changes some of the field's most elementary theoretical generalizations as well as many of its paradigm methods and applications. During the transition period there will be a large but never complete overlap between the problems that can be solved by the old and by the new paradigm. But there will also be a decisive difference in the modes of solution. When the transition is complete, the profession will have changed its view of the field, its methods, and its goals.” Thomas Kuhn    The Structure of Scientific Revolutions (1962), 84-5.
“ The transition from a paradigm in crisis to a new one from which a new tradition of normal science can emerge is far from a cumulative process, one achieved by an articulation or extension of the old paradigm.  Rather it is a reconstruction of the field from new fundamentals, a reconstruction that changes some of the field's most elementary theoretical generalizations as well as many of its paradigm methods and applications. During the transition period there will be a large but never complete overlap between the problems that can be solved by the old and by the new paradigm. But there will also be a decisive difference in the modes of solution. When the transition is complete, the profession will have changed its view of the field, its methods, and its goals.” Thomas Kuhn    The Structure of Scientific Revolutions (1962), 84-5. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
THE PROBLEM AS   P R O C E S S
Inconvenience Constrains Reporting   ,[object Object],[object Object],[object Object],[object Object],Reporting interrupts the routine of providing care and imposes a burden on providers – greatly decreasing the probability that events will be reported
M.Ibara ASTER  Regulations Drive The Process " Overall, the fulfillment of regulatory requirements
has become too great a process driver that has diverted attention away from scientific approaches to gaining better evidence
” ,[object Object],[object Object],[object Object]
THE PROBLEM AS   D A T A
Silos and Underreporting = stranded data Regulator Underutilized sources Pharma replicating the same front-end process across companies  Consumers Doctors Hospitals Health Information Exchanges Large Medical Practices Lab Data Rx Data
THE PROBLEM AS   S Y S T E M D E S I G N
"A design representation suitable to a world in which the scarce factor is information may be exactly the wrong one for a world in which the scarce factor is attention.” Herbert Simon  The Sciences of the Artificial p.144
"A design representation suitable to a world in which the scarce factor is information may be exactly the wrong one for a world in which  the scarce factor is attention . Herbert Simon  The Sciences of the Artificial p.144 The task is not to design information-distributing systems but intelligent information-filtering systems.“
THE PROBLEM AS   C U L T U R E
M.Ibara ASTER  "Management scholars have identified a strong attachment to the status quo in many organizations and a tendency to commit “sunk cost” errors by pursuing a course of action  because so much has already been invested in it 
 
 there was an attitude of “comfort with existing beliefs” that justified a  resistance to internal or external criticism  and a stifling of dissenting views
” The Future of Drug Safety:Promoting and Protecting the Health of the Public IOM, 2007
We’ve electronified our old business model We need business models that will take advantage of  digitized healthcare data
ADE Spontaneous Triggered Electronic Reports David Westfall Bates, MD, M.Sc. Chief of the Division of General Internal Medicine at the Brigham and Women's Hospital; Professor of Medicine at Harvard Medical School and Professor of Health Policy and Management at the Harvard School of Public Health (Co-Director of the Program in Clinical Effectiveness) Jeffrey A. Linder, MD, MPH, FACP  - PI of *ASTER Assistant Professor of Medicine, Harvard Medical School Division of General Medicine and Primary Care, Brigham and Women's Hospital, Boston MA
The Hypothesis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ASTER at Brigham and Women’s Patient Service Provider Regulator ,[object Object],[object Object],[object Object],[object Object],[object Object],* Coding Bus Rules * * ”Triggered” Adverse Event Reports CDISC/IHE RFD Physician EHR Ambulatory Clinics  Manufacturer
10:30:00 A doctor is working at an ambulatory clinic in the metropolitan Boston area. They discontinue a patient’s drug due to an adverse event

Screen Shots EHR
Screen shots #2 EHR
Screen shots #3
Screen shots #4
Screen shots #7 EHR
10:30:00 The doctor goes back to seeing the patient 10:31:00
10:40:00 A MedWatch report* derived directly from the source document (EHR), validated by the doctor, is delivered to FDA * The report is MedDRA coded and has an initial ‘serious/nonserious’ assessment
"Overall ASTER was well-accepted by the  participating physicians, who felt it was unobtrusive and who saw the public health potential. “ The clinicians, most of whom submitted no reports in the prior year - submitted over 200 reports in 3 months." Jeffrey A. Linder, MD, MPH, FACP Brigham and Women ’ s Hospital / Partners Healthcare PI on ASTER Study
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Traditional    ASTER
ASTER Safety Consortium ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object]
Implications for Safety ,[object Object],[object Object]
Implications for Safety (cont.) ,[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object]
Drug Safety in China ,[object Object],[object Object],[object Object]
An Example ,[object Object],[object Object],[object Object],[object Object]
A Public Health / Drug Safety Model Built  on the ASTER Model Central Organization Regulatory Functions Technical Functions Safety Data SFDA Doctors Consumers  Patients Pharma Qualified Researchers Medical  Organizations Patients Consumer Portal Physician Portal
China’s Drug Safety Challenge ,[object Object],[object Object],[object Object],[object Object]
Thank you michael.ibara@pfizer.com  Utilizing Digital Healthcare Data to Create a New Business Model in Drug Safety

Weitere Àhnliche Inhalte

Was ist angesagt?

CATCH-IT Journal Club presentation Shamsa Jiwani
CATCH-IT Journal Club presentation Shamsa JiwaniCATCH-IT Journal Club presentation Shamsa Jiwani
CATCH-IT Journal Club presentation Shamsa JiwaniUniversity of Toronto
 
EY Drug R&D: Big DATA for big returns
EY Drug R&D: Big DATA for big returnsEY Drug R&D: Big DATA for big returns
EY Drug R&D: Big DATA for big returnsThomas Wilckens
 
Using real-world evidence to investigate clinical research questions
Using real-world evidence to investigate clinical research questionsUsing real-world evidence to investigate clinical research questions
Using real-world evidence to investigate clinical research questionsKarin Verspoor
 
Deep Learning in Medicine
Deep Learning in MedicineDeep Learning in Medicine
Deep Learning in Medicineijtsrd
 
Precision medicine and AI: problems ahead
Precision medicine and AI: problems aheadPrecision medicine and AI: problems ahead
Precision medicine and AI: problems aheadNeil Raden
 
Whitepaper - MedNexus for Physicians
Whitepaper - MedNexus for PhysiciansWhitepaper - MedNexus for Physicians
Whitepaper - MedNexus for PhysiciansMedNexus
 
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob Khan
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob KhanHealthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob Khan
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob KhanHealthcare consultant
 
Care Intervention Assistant - Omaha Clinical Data Information System
Care Intervention Assistant - Omaha Clinical Data Information SystemCare Intervention Assistant - Omaha Clinical Data Information System
Care Intervention Assistant - Omaha Clinical Data Information SystemTigerGraph
 
Experiences from the Luxembourg Personalised Medicine Consortium
Experiences from the Luxembourg Personalised Medicine ConsortiumExperiences from the Luxembourg Personalised Medicine Consortium
Experiences from the Luxembourg Personalised Medicine ConsortiumEuroBioForum
 
Dark Side and Bright Side of AI in Medicine
Dark Side and Bright Side of AI in MedicineDark Side and Bright Side of AI in Medicine
Dark Side and Bright Side of AI in MedicineUniversity of Florida
 
Predictive analytics for personalized healthcare
Predictive analytics for personalized healthcarePredictive analytics for personalized healthcare
Predictive analytics for personalized healthcareJohn Cai
 
Clinical Analytics
Clinical AnalyticsClinical Analytics
Clinical AnalyticsMichael Bice
 
Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...Augustin Terlinden
 
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...Levi Shapiro
 
Healthcare Innovation and Transformation - Dr. Ken Yale
Healthcare Innovation and Transformation - Dr. Ken YaleHealthcare Innovation and Transformation - Dr. Ken Yale
Healthcare Innovation and Transformation - Dr. Ken YaleKen Yale
 
Symbiotic innovation 082015
Symbiotic innovation 082015Symbiotic innovation 082015
Symbiotic innovation 082015Thomas Wilckens
 
Medical Simulation Market to Reach US$ 2.50 Billion by 2022
Medical Simulation Market to Reach US$ 2.50 Billion by 2022Medical Simulation Market to Reach US$ 2.50 Billion by 2022
Medical Simulation Market to Reach US$ 2.50 Billion by 2022Amy Williams
 
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...Human Factors Contributions to Healthcare in Canada and Around the World - Ev...
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...Canadian Patient Safety Institute
 
Cadth 2015 e6 1 corner
Cadth 2015 e6 1 cornerCadth 2015 e6 1 corner
Cadth 2015 e6 1 cornerCADTH Symposium
 

Was ist angesagt? (20)

CATCH-IT Journal Club presentation Shamsa Jiwani
CATCH-IT Journal Club presentation Shamsa JiwaniCATCH-IT Journal Club presentation Shamsa Jiwani
CATCH-IT Journal Club presentation Shamsa Jiwani
 
EY Drug R&D: Big DATA for big returns
EY Drug R&D: Big DATA for big returnsEY Drug R&D: Big DATA for big returns
EY Drug R&D: Big DATA for big returns
 
Using real-world evidence to investigate clinical research questions
Using real-world evidence to investigate clinical research questionsUsing real-world evidence to investigate clinical research questions
Using real-world evidence to investigate clinical research questions
 
Deep Learning in Medicine
Deep Learning in MedicineDeep Learning in Medicine
Deep Learning in Medicine
 
Precision medicine and AI: problems ahead
Precision medicine and AI: problems aheadPrecision medicine and AI: problems ahead
Precision medicine and AI: problems ahead
 
Whitepaper - MedNexus for Physicians
Whitepaper - MedNexus for PhysiciansWhitepaper - MedNexus for Physicians
Whitepaper - MedNexus for Physicians
 
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob Khan
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob KhanHealthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob Khan
Healthcare Forecasting saves Millions in Hospitals By.Dr.Mahboob Khan
 
Care Intervention Assistant - Omaha Clinical Data Information System
Care Intervention Assistant - Omaha Clinical Data Information SystemCare Intervention Assistant - Omaha Clinical Data Information System
Care Intervention Assistant - Omaha Clinical Data Information System
 
Prognostics with optimization
Prognostics with optimizationPrognostics with optimization
Prognostics with optimization
 
Experiences from the Luxembourg Personalised Medicine Consortium
Experiences from the Luxembourg Personalised Medicine ConsortiumExperiences from the Luxembourg Personalised Medicine Consortium
Experiences from the Luxembourg Personalised Medicine Consortium
 
Dark Side and Bright Side of AI in Medicine
Dark Side and Bright Side of AI in MedicineDark Side and Bright Side of AI in Medicine
Dark Side and Bright Side of AI in Medicine
 
Predictive analytics for personalized healthcare
Predictive analytics for personalized healthcarePredictive analytics for personalized healthcare
Predictive analytics for personalized healthcare
 
Clinical Analytics
Clinical AnalyticsClinical Analytics
Clinical Analytics
 
Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...Artificial intelligence and precision medicine does the health economist need...
Artificial intelligence and precision medicine does the health economist need...
 
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...
Hirshberg promise of digital technology astra_zenecaThe Promise of Digital Te...
 
Healthcare Innovation and Transformation - Dr. Ken Yale
Healthcare Innovation and Transformation - Dr. Ken YaleHealthcare Innovation and Transformation - Dr. Ken Yale
Healthcare Innovation and Transformation - Dr. Ken Yale
 
Symbiotic innovation 082015
Symbiotic innovation 082015Symbiotic innovation 082015
Symbiotic innovation 082015
 
Medical Simulation Market to Reach US$ 2.50 Billion by 2022
Medical Simulation Market to Reach US$ 2.50 Billion by 2022Medical Simulation Market to Reach US$ 2.50 Billion by 2022
Medical Simulation Market to Reach US$ 2.50 Billion by 2022
 
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...Human Factors Contributions to Healthcare in Canada and Around the World - Ev...
Human Factors Contributions to Healthcare in Canada and Around the World - Ev...
 
Cadth 2015 e6 1 corner
Cadth 2015 e6 1 cornerCadth 2015 e6 1 corner
Cadth 2015 e6 1 corner
 

Andere mochten auch

Expectations in the online classroom
Expectations in the online classroomExpectations in the online classroom
Expectations in the online classroomcoreyray
 
Ices Generic Presentation
Ices Generic Presentation Ices Generic Presentation
Ices Generic Presentation ICES
 
Social Media in Pharma Summit 2011: Drug Safety
Social Media in Pharma Summit 2011: Drug SafetySocial Media in Pharma Summit 2011: Drug Safety
Social Media in Pharma Summit 2011: Drug SafetyMichael Ibara
 
Creating Engaging Pedagogy Reboot Spring 2011
Creating Engaging Pedagogy Reboot Spring 2011Creating Engaging Pedagogy Reboot Spring 2011
Creating Engaging Pedagogy Reboot Spring 2011coreyray
 
Book Publicity 2.0: Blogging Your Way to the Best Seller List
Book Publicity 2.0: Blogging Your Way to the Best Seller ListBook Publicity 2.0: Blogging Your Way to the Best Seller List
Book Publicity 2.0: Blogging Your Way to the Best Seller Listtcpr
 
Ibara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowIbara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowMichael Ibara
 
Immanuel Kant
Immanuel KantImmanuel Kant
Immanuel KantRhy
 

Andere mochten auch (7)

Expectations in the online classroom
Expectations in the online classroomExpectations in the online classroom
Expectations in the online classroom
 
Ices Generic Presentation
Ices Generic Presentation Ices Generic Presentation
Ices Generic Presentation
 
Social Media in Pharma Summit 2011: Drug Safety
Social Media in Pharma Summit 2011: Drug SafetySocial Media in Pharma Summit 2011: Drug Safety
Social Media in Pharma Summit 2011: Drug Safety
 
Creating Engaging Pedagogy Reboot Spring 2011
Creating Engaging Pedagogy Reboot Spring 2011Creating Engaging Pedagogy Reboot Spring 2011
Creating Engaging Pedagogy Reboot Spring 2011
 
Book Publicity 2.0: Blogging Your Way to the Best Seller List
Book Publicity 2.0: Blogging Your Way to the Best Seller ListBook Publicity 2.0: Blogging Your Way to the Best Seller List
Book Publicity 2.0: Blogging Your Way to the Best Seller List
 
Ibara Michael Aster Ppt Show
Ibara Michael Aster Ppt ShowIbara Michael Aster Ppt Show
Ibara Michael Aster Ppt Show
 
Immanuel Kant
Immanuel KantImmanuel Kant
Immanuel Kant
 

Ähnlich wie Digital Healthcare Data to Improve Drug Safety Business Models

The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...
The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...
The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...marcus evans Network
 
Volar Health PharmaVOICE Blogs 2018
Volar Health PharmaVOICE Blogs 2018Volar Health PharmaVOICE Blogs 2018
Volar Health PharmaVOICE Blogs 2018Carlos Rodarte
 
Increased Awareness Concerning Patient.docx
Increased Awareness Concerning Patient.docxIncreased Awareness Concerning Patient.docx
Increased Awareness Concerning Patient.docx4934bk
 
Big implications of Big Data in healthcare
Big implications of Big Data in healthcareBig implications of Big Data in healthcare
Big implications of Big Data in healthcareGuires
 
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docx
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docxAssignment 1 Legal Aspects of U.S. Health Care System Administrat.docx
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docxbraycarissa250
 
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in Healthcare
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in HealthcareNavigating Healthcare's Seas: Unraveling the Power of Data Mining in Healthcare
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in HealthcareThe Lifesciences Magazine
 
Analytics_Wealth of Infomation
Analytics_Wealth of InfomationAnalytics_Wealth of Infomation
Analytics_Wealth of InfomationHeather Fraser
 
Medicine: A State of CRISIS, a State of CHANGE
Medicine: A State of CRISIS, a State of CHANGEMedicine: A State of CRISIS, a State of CHANGE
Medicine: A State of CRISIS, a State of CHANGELouis Cady, MD
 
Digital_Health_Zug_Event_04-04-2016
Digital_Health_Zug_Event_04-04-2016Digital_Health_Zug_Event_04-04-2016
Digital_Health_Zug_Event_04-04-2016Michael Dillhyon
 
Aster ibara post approvalsummit final
Aster ibara post approvalsummit finalAster ibara post approvalsummit final
Aster ibara post approvalsummit finalMichael Ibara
 
Computer Technology’S Effect On The Practice Of Nursing Essay
Computer Technology’S Effect On The Practice Of Nursing EssayComputer Technology’S Effect On The Practice Of Nursing Essay
Computer Technology’S Effect On The Practice Of Nursing EssayJessica Deakin
 
How to Use Data to Improve Patient Safety: Part 2
How to Use Data to Improve Patient Safety: Part 2How to Use Data to Improve Patient Safety: Part 2
How to Use Data to Improve Patient Safety: Part 2Health Catalyst
 
It's time for open source design in healthcare
It's time for open source design in healthcareIt's time for open source design in healthcare
It's time for open source design in healthcareUXDXConf
 
CANCER DATA COLLECTION6The Application of Data to Problem-So
CANCER DATA COLLECTION6The Application of Data to Problem-SoCANCER DATA COLLECTION6The Application of Data to Problem-So
CANCER DATA COLLECTION6The Application of Data to Problem-SoTawnaDelatorrejs
 
Meeting healthcare challenges: what are the challenges and what is the role o...
Meeting healthcare challenges: what are the challenges and what is the role o...Meeting healthcare challenges: what are the challenges and what is the role o...
Meeting healthcare challenges: what are the challenges and what is the role o...Mohammad Al-Ubaydli
 
Health Data Innovation (Wolfram Data Summit)
Health Data Innovation (Wolfram Data Summit)Health Data Innovation (Wolfram Data Summit)
Health Data Innovation (Wolfram Data Summit)Peter Speyer
 

Ähnlich wie Digital Healthcare Data to Improve Drug Safety Business Models (20)

The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...
The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...
The Randomized Controlled Trial: The Gold Standard of Clinical Science and a ...
 
Volar Health PharmaVOICE Blogs 2018
Volar Health PharmaVOICE Blogs 2018Volar Health PharmaVOICE Blogs 2018
Volar Health PharmaVOICE Blogs 2018
 
Pavia wsp october 2011
Pavia wsp october 2011Pavia wsp october 2011
Pavia wsp october 2011
 
Increased Awareness Concerning Patient.docx
Increased Awareness Concerning Patient.docxIncreased Awareness Concerning Patient.docx
Increased Awareness Concerning Patient.docx
 
Big implications of Big Data in healthcare
Big implications of Big Data in healthcareBig implications of Big Data in healthcare
Big implications of Big Data in healthcare
 
THE LARGE DATA DEMO - ONE MODEL
THE LARGE DATA DEMO - ONE MODELTHE LARGE DATA DEMO - ONE MODEL
THE LARGE DATA DEMO - ONE MODEL
 
Data Driven Health Care Enterprise
Data Driven Health Care EnterpriseData Driven Health Care Enterprise
Data Driven Health Care Enterprise
 
Data Driven Health Care Enterprise
Data Driven Health Care EnterpriseData Driven Health Care Enterprise
Data Driven Health Care Enterprise
 
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docx
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docxAssignment 1 Legal Aspects of U.S. Health Care System Administrat.docx
Assignment 1 Legal Aspects of U.S. Health Care System Administrat.docx
 
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in Healthcare
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in HealthcareNavigating Healthcare's Seas: Unraveling the Power of Data Mining in Healthcare
Navigating Healthcare's Seas: Unraveling the Power of Data Mining in Healthcare
 
Analytics_Wealth of Infomation
Analytics_Wealth of InfomationAnalytics_Wealth of Infomation
Analytics_Wealth of Infomation
 
Medicine: A State of CRISIS, a State of CHANGE
Medicine: A State of CRISIS, a State of CHANGEMedicine: A State of CRISIS, a State of CHANGE
Medicine: A State of CRISIS, a State of CHANGE
 
Digital_Health_Zug_Event_04-04-2016
Digital_Health_Zug_Event_04-04-2016Digital_Health_Zug_Event_04-04-2016
Digital_Health_Zug_Event_04-04-2016
 
Aster ibara post approvalsummit final
Aster ibara post approvalsummit finalAster ibara post approvalsummit final
Aster ibara post approvalsummit final
 
Computer Technology’S Effect On The Practice Of Nursing Essay
Computer Technology’S Effect On The Practice Of Nursing EssayComputer Technology’S Effect On The Practice Of Nursing Essay
Computer Technology’S Effect On The Practice Of Nursing Essay
 
How to Use Data to Improve Patient Safety: Part 2
How to Use Data to Improve Patient Safety: Part 2How to Use Data to Improve Patient Safety: Part 2
How to Use Data to Improve Patient Safety: Part 2
 
It's time for open source design in healthcare
It's time for open source design in healthcareIt's time for open source design in healthcare
It's time for open source design in healthcare
 
CANCER DATA COLLECTION6The Application of Data to Problem-So
CANCER DATA COLLECTION6The Application of Data to Problem-SoCANCER DATA COLLECTION6The Application of Data to Problem-So
CANCER DATA COLLECTION6The Application of Data to Problem-So
 
Meeting healthcare challenges: what are the challenges and what is the role o...
Meeting healthcare challenges: what are the challenges and what is the role o...Meeting healthcare challenges: what are the challenges and what is the role o...
Meeting healthcare challenges: what are the challenges and what is the role o...
 
Health Data Innovation (Wolfram Data Summit)
Health Data Innovation (Wolfram Data Summit)Health Data Innovation (Wolfram Data Summit)
Health Data Innovation (Wolfram Data Summit)
 

Mehr von Michael Ibara

Ibara e source_final_1 posted
Ibara e source_final_1 postedIbara e source_final_1 posted
Ibara e source_final_1 postedMichael Ibara
 
2016 dia pv ibara final distribution
2016 dia pv ibara final distribution2016 dia pv ibara final distribution
2016 dia pv ibara final distributionMichael Ibara
 
2016 06 27 dia ibara e_source final distribution
2016 06 27 dia ibara e_source final distribution2016 06 27 dia ibara e_source final distribution
2016 06 27 dia ibara e_source final distributionMichael Ibara
 
eSource Stakeholders Group 18mar2016
eSource Stakeholders Group  18mar2016eSource Stakeholders Group  18mar2016
eSource Stakeholders Group 18mar2016Michael Ibara
 
Safety and Social Media Dia webinar 12 sep2013
Safety and Social Media Dia webinar 12 sep2013 Safety and Social Media Dia webinar 12 sep2013
Safety and Social Media Dia webinar 12 sep2013 Michael Ibara
 
Dia 16 jan 2013 ibara final posted
Dia 16 jan 2013 ibara final postedDia 16 jan 2013 ibara final posted
Dia 16 jan 2013 ibara final postedMichael Ibara
 
Social media and Pharmacovigilance
Social media and Pharmacovigilance Social media and Pharmacovigilance
Social media and Pharmacovigilance Michael Ibara
 
ASTER results at 2009 DIA
ASTER results at 2009 DIAASTER results at 2009 DIA
ASTER results at 2009 DIAMichael Ibara
 

Mehr von Michael Ibara (8)

Ibara e source_final_1 posted
Ibara e source_final_1 postedIbara e source_final_1 posted
Ibara e source_final_1 posted
 
2016 dia pv ibara final distribution
2016 dia pv ibara final distribution2016 dia pv ibara final distribution
2016 dia pv ibara final distribution
 
2016 06 27 dia ibara e_source final distribution
2016 06 27 dia ibara e_source final distribution2016 06 27 dia ibara e_source final distribution
2016 06 27 dia ibara e_source final distribution
 
eSource Stakeholders Group 18mar2016
eSource Stakeholders Group  18mar2016eSource Stakeholders Group  18mar2016
eSource Stakeholders Group 18mar2016
 
Safety and Social Media Dia webinar 12 sep2013
Safety and Social Media Dia webinar 12 sep2013 Safety and Social Media Dia webinar 12 sep2013
Safety and Social Media Dia webinar 12 sep2013
 
Dia 16 jan 2013 ibara final posted
Dia 16 jan 2013 ibara final postedDia 16 jan 2013 ibara final posted
Dia 16 jan 2013 ibara final posted
 
Social media and Pharmacovigilance
Social media and Pharmacovigilance Social media and Pharmacovigilance
Social media and Pharmacovigilance
 
ASTER results at 2009 DIA
ASTER results at 2009 DIAASTER results at 2009 DIA
ASTER results at 2009 DIA
 

KĂŒrzlich hochgeladen

Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...narwatsonia7
 
Asthma Review - GINA guidelines summary 2024
Asthma Review - GINA guidelines summary 2024Asthma Review - GINA guidelines summary 2024
Asthma Review - GINA guidelines summary 2024Gabriel Guevara MD
 
Call Girls Thane Just Call 9910780858 Get High Class Call Girls Service
Call Girls Thane Just Call 9910780858 Get High Class Call Girls ServiceCall Girls Thane Just Call 9910780858 Get High Class Call Girls Service
Call Girls Thane Just Call 9910780858 Get High Class Call Girls Servicesonalikaur4
 
call girls in Connaught Place DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...
call girls in Connaught Place  DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...call girls in Connaught Place  DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...
call girls in Connaught Place DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...saminamagar
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service LucknowVIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknownarwatsonia7
 
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingCall Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingNehru place Escorts
 
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hosur Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service MumbaiVIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbaisonalikaur4
 
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowKolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowNehru place Escorts
 
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service BangaloreCall Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalorenarwatsonia7
 
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000aliya bhat
 
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbers
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbersBook Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbers
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbersnarwatsonia7
 
Glomerular Filtration and determinants of glomerular filtration .pptx
Glomerular Filtration and  determinants of glomerular filtration .pptxGlomerular Filtration and  determinants of glomerular filtration .pptx
Glomerular Filtration and determinants of glomerular filtration .pptxDr.Nusrat Tariq
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliRewAs ALI
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photosnarwatsonia7
 
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service MumbaiLow Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbaisonalikaur4
 
Call Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknow
Call Girl Lucknow Mallika 7001305949 Independent Escort Service LucknowCall Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknow
Call Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknownarwatsonia7
 

KĂŒrzlich hochgeladen (20)

Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
 
Asthma Review - GINA guidelines summary 2024
Asthma Review - GINA guidelines summary 2024Asthma Review - GINA guidelines summary 2024
Asthma Review - GINA guidelines summary 2024
 
Call Girls Thane Just Call 9910780858 Get High Class Call Girls Service
Call Girls Thane Just Call 9910780858 Get High Class Call Girls ServiceCall Girls Thane Just Call 9910780858 Get High Class Call Girls Service
Call Girls Thane Just Call 9910780858 Get High Class Call Girls Service
 
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Servicesauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
 
call girls in Connaught Place DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...
call girls in Connaught Place  DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...call girls in Connaught Place  DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...
call girls in Connaught Place DELHI 🔝 >àŒ’9540349809 🔝 genuine Escort Service ...
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service LucknowVIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
 
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment BookingCall Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
Call Girls Service Nandiambakkam | 7001305949 At Low Cost Cash Payment Booking
 
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hosur Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hosur Just Call 7001305949 Top Class Call Girl Service Available
 
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service MumbaiVIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
VIP Call Girls Mumbai Arpita 9910780858 Independent Escort Service Mumbai
 
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowKolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
 
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service BangaloreCall Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
 
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000Ahmedabad Call Girls CG Road 🔝9907093804  Short 1500  💋 Night 6000
Ahmedabad Call Girls CG Road 🔝9907093804 Short 1500 💋 Night 6000
 
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbers
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbersBook Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbers
Book Call Girls in Kasavanahalli - 7001305949 with real photos and phone numbers
 
Glomerular Filtration and determinants of glomerular filtration .pptx
Glomerular Filtration and  determinants of glomerular filtration .pptxGlomerular Filtration and  determinants of glomerular filtration .pptx
Glomerular Filtration and determinants of glomerular filtration .pptx
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas Ali
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
 
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service MumbaiLow Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
 
Call Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknow
Call Girl Lucknow Mallika 7001305949 Independent Escort Service LucknowCall Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknow
Call Girl Lucknow Mallika 7001305949 Independent Escort Service Lucknow
 

Digital Healthcare Data to Improve Drug Safety Business Models

  • 1. Utilizing Digital Healthcare Data to Create a New Business Model in Drug Safety Michael A. Ibara Pfizer, Inc. TRACK 5 Capability & Capacity Building, Clinical Development Modernize Clinical Development Through New Technology
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. “ The transition from a paradigm in crisis to a new one from which a new tradition of normal science can emerge is far from a cumulative process, one achieved by an articulation or extension of the old paradigm. Rather it is a reconstruction of the field from new fundamentals, a reconstruction that changes some of the field's most elementary theoretical generalizations as well as many of its paradigm methods and applications. During the transition period there will be a large but never complete overlap between the problems that can be solved by the old and by the new paradigm. But there will also be a decisive difference in the modes of solution. When the transition is complete, the profession will have changed its view of the field, its methods, and its goals.” Thomas Kuhn  The Structure of Scientific Revolutions (1962), 84-5.
  • 7.
  • 8. THE PROBLEM AS P R O C E S S
  • 9.
  • 10.
  • 11. THE PROBLEM AS D A T A
  • 12. Silos and Underreporting = stranded data Regulator Underutilized sources Pharma replicating the same front-end process across companies Consumers Doctors Hospitals Health Information Exchanges Large Medical Practices Lab Data Rx Data
  • 13. THE PROBLEM AS S Y S T E M D E S I G N
  • 14. "A design representation suitable to a world in which the scarce factor is information may be exactly the wrong one for a world in which the scarce factor is attention.” Herbert Simon The Sciences of the Artificial p.144
  • 15. "A design representation suitable to a world in which the scarce factor is information may be exactly the wrong one for a world in which the scarce factor is attention . Herbert Simon The Sciences of the Artificial p.144 The task is not to design information-distributing systems but intelligent information-filtering systems.“
  • 16. THE PROBLEM AS C U L T U R E
  • 17. M.Ibara ASTER "Management scholars have identified a strong attachment to the status quo in many organizations and a tendency to commit “sunk cost” errors by pursuing a course of action because so much has already been invested in it 
 
 there was an attitude of “comfort with existing beliefs” that justified a resistance to internal or external criticism and a stifling of dissenting views
” The Future of Drug Safety:Promoting and Protecting the Health of the Public IOM, 2007
  • 18. We’ve electronified our old business model We need business models that will take advantage of digitized healthcare data
  • 19. ADE Spontaneous Triggered Electronic Reports David Westfall Bates, MD, M.Sc. Chief of the Division of General Internal Medicine at the Brigham and Women's Hospital; Professor of Medicine at Harvard Medical School and Professor of Health Policy and Management at the Harvard School of Public Health (Co-Director of the Program in Clinical Effectiveness) Jeffrey A. Linder, MD, MPH, FACP - PI of *ASTER Assistant Professor of Medicine, Harvard Medical School Division of General Medicine and Primary Care, Brigham and Women's Hospital, Boston MA
  • 20.
  • 21.
  • 22. 10:30:00 A doctor is working at an ambulatory clinic in the metropolitan Boston area. They discontinue a patient’s drug due to an adverse event

  • 28. 10:30:00 The doctor goes back to seeing the patient 10:31:00
  • 29. 10:40:00 A MedWatch report* derived directly from the source document (EHR), validated by the doctor, is delivered to FDA * The report is MedDRA coded and has an initial ‘serious/nonserious’ assessment
  • 30. "Overall ASTER was well-accepted by the participating physicians, who felt it was unobtrusive and who saw the public health potential. “ The clinicians, most of whom submitted no reports in the prior year - submitted over 200 reports in 3 months." Jeffrey A. Linder, MD, MPH, FACP Brigham and Women ’ s Hospital / Partners Healthcare PI on ASTER Study
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 39. A Public Health / Drug Safety Model Built on the ASTER Model Central Organization Regulatory Functions Technical Functions Safety Data SFDA Doctors Consumers Patients Pharma Qualified Researchers Medical Organizations Patients Consumer Portal Physician Portal
  • 40.
  • 41. Thank you michael.ibara@pfizer.com Utilizing Digital Healthcare Data to Create a New Business Model in Drug Safety

Hinweis der Redaktion

  1. 05/26/11 There is a fundamental problem that is always referred to when discussing SRS – and this is it So here is a root problem with SRS as we know it today..
  2. 05/26/11
  3. 05/26/11