alain b. labrique, phd, mhs, ms · alain b. labrique, phd, mhs, ms hong kong – june 2017 director...

91
Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health Johns Hopkins Bloomberg School of Public Health Dept. of Health Informatics, School of Medicine Dept. of Community Medicine School of Nursing Chair WHO mHealth Technical Evidence Review Group WHO Digital Health Guidelines Development Group Visiting Professor, Xiamen University, Fujian, China

Upload: others

Post on 16-Jul-2020

6 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Alain B. Labrique, PhD, MHS, MS

Hong Kong – June 2017

DirectorJHU Global mHealth InitiativeAssociate ProfessorDept. of International Health Johns Hopkins Bloomberg School of Public HealthDept. of Health Informatics, School of MedicineDept. of Community Medicine School of NursingChairWHO mHealth Technical Evidence Review GroupWHO Digital Health Guidelines Development GroupVisiting Professor, Xiamen University, Fujian, China

Page 2: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 3: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

The Mobile Phone “Revolution” - 2000-2017

Page 4: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

The World is Changing Rapidly

Euclidean map of 10 million of the 850 million Facebook users friend networks© Paul Butler, FB

Page 5: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 6: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 7: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Untethered, yet connected: Diverse use of wireless and mobile technologies designed to improve

health research, health care services and health outcomes

mHealth

Page 8: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

• Connect People

• Compress Time

• Capture Information

• Competence & Confidence

mHealth 5c’s

Page 9: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

mHealth is not a single THING.Mobile tools can be used to strengthen

different parts of the health system.

Page 10: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

12 Common Applications of mHealth

Labrique et al. GHSP 2013

Page 11: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

What problem(s) are you trying to solve?

Page 12: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 13: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

INTERVENTIONOF KNOWN

EFFICACY

EFFECTIVECOVERAGE

mHealth should not be about the technology. Its a Health Systems Catalyst.

Jo Y, Labrique AB et al. PLOS One 2013brique AB et al PLOS One 2013

Shift focus from “Does mHealth work?” to “Does mHealth optimize what we know works ?”

Page 14: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

A A

A Clinical Perspective

Page 15: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

A Clinical Perspective

Page 16: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 17: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 18: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

The Technology Innovation Center

brings together clinicians, Health IT, and researchers to

create patient-centered medical

solutions.

JHU Technology Innovation Center

@JHMTIC [email protected]

Page 19: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

October 2016: WHO Launches “Evidence-based Guidelines for Digital Health Strategies” Process.

Page 20: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Health System Adequacy

Provider Competence

and Accountability

Patient Knowledge and

Self-Efficacy

THREE LAYERS OFmHEALTH

STRATEGIES

• INFORMATION• DEMAND

CREATION• SUPPORT SYSTEMS

• WORK MANAGEMENT

• DECISION SUPPORT

• ENUMERATION• SURVEILLANCE

• SUPPLY CHAIN• STAFF AND

FACILITY PERFORMANCE MONITORING

• REFERRAL SUPPORT

Page 21: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Apps apps everywhere…

Page 22: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

… including at Hopkins

We even have a review site!

iMedicalApps.comThe most widely

read of all medical app review sites, receiving over 400,000 page

views per month. Content is written

by a team of doctors and

medical students.

Page 23: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

• DON’T – think about “app X or Y” or specific programs

• DO – think about digital strategiesto resolve clinical + population health constraints / bottlenecks

Page 24: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 25: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Empower patients to verify quality

Page 26: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 27: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Leveraging the “Internet” of Things

Page 28: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Text message reminders improve adherence by 62%

Page 29: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Boksmati, N., Butler-Henderson, K., Anderson, K. et al. The Effectiveness of SMS Reminders on Appointment Attendance: a Meta-Analysis. J Med Syst (2016) 40: 90. doi:10.1007/s10916-016-0452-2

Text message reminders reduce missed appointments by 61%

Page 30: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Take two apps and call me in the morning.

• FDA-Approved• Partnered with

Samsung (Apr. 19/17)• Integrated Artificial

Intelligence / MachineLearning

• Connects Patient ->Provider -> Device

• Patient Experience First

Page 31: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

CorrieHealth: A model to improve patient self-efficacy

corriehealth.com

Page 32: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Examples like mActive, extendthe continuity of the clinical visit, by allowing patient engagement with their own post-discharge activity and ‘continued’ oversight by the clinical care team.

Page 33: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Patient Education (mLearning)

Page 34: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Text Messaging for Patient “Groups”Examples:

• Pregnancy• Smoking

Page 35: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

GOOD MORNING! THIS WEEK YOU

SHOULD BE PLANNING A

HEALTHY PREGNANCY

CHECKUP AT YOUR LOCAL CLINIC. BUZZ

800-223-2233 OR PCM FOR MORE

INFO - MAMA

Page 36: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Mobile Video Directly Observed Therapy

Page 37: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

PoopMD+ for Biliary Atresia

Page 38: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

EPIC EMR Patient View App

Page 39: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

The Wired Patientsensor -

a device that detects or measures a physical property and records, or otherwise responds to it.

Sources: WisePill, AliveCore, iBGStar, iHealth, Fitbiti i i i

Page 40: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 41: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Monitor changes in patterns, or respond to alerts

Page 42: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Personal fitness & wellness goals

Page 43: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 44: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 45: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

New paradigms linking patients & clinicians“Medical charts, vitals, clinical images, scans and other critical information - all

in one place and easily accessible at a touch of a finger.”

Patient Solutions

WORKFLOW INTEGRATION

Provider Solutions

Page 46: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Promising early data suggests impact

Page 47: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 48: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Doctor-in-a-Tab®

Page 49: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 50: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 51: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Mobile Academy for Frontline Health Workers

Page 52: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Challenges

Extending Reach of Clinical Care to Populations: Screening, Post-discharge Follow-up, Home VisitsChallenges

• Community-basedenrolment &counseling

• Populationdenominator

• Scheduling &reminders

• Protocol adherence

• Linkages to care Referrals and Follow-up

Page 53: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Open Smart Register Platform (OpenSRP)

Page 54: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

OpenSmartRegister mimics standard patient line-listings used by Community

Outreach Workers around the globe, with “smart” digital features…

Page 55: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 56: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 57: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 58: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Program Mwana: SMS to reduce Infant HIV PCR Turnaround Time

(Median 46% Reduction in DAYS)

Page 59: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 60: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Barrington et al. Malaria Journal 2010, 9:298http://www.malariajournal.com/content/9/1/298

Simple interventions = Significant Impact !

Page 61: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Tools to Monitor Population HealthSAGES provides national-grade biosurveillance and outbreakdetection, using sophisticated tracking and predictive analytics to identify

unusual patterns of disease.

Page 62: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

DATA FOR NATIONAL PROGRAM & POLICY

USE

Population-level text message / “robocall” surveys to estimate risk factors 10

Countries

Page 63: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 64: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 65: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 66: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Faster Networks, Cheaper “Tech”

Page 67: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

New frontiers!

Remote, Point-of-care Diagnostic tools

Breslauer D., et al. 2009 Mobile Phone Based Clinical Microscopy for Global Health Applications. PLoS ONE 4(7): e6320

Page 68: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 69: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

FDA is approving numerous “mobile” alternatives to clinical devices…

AliveCor ® - www.alivecor.comQualcomm: Sense4Baby http://mobihealthnews.com/9459/west-wireless-health-announces-sense4baby-prototype/

Page 70: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Mobile-based Flow Cytometry

Ozcan Research Group (Nano-Bio Photonics / UCLA): Optical imaging techniques for point-of-care diagnosticsHongying Zhu , Serhan O. Isikman , Onur Mudanyali , Alon Greenbaum and Aydogan Ozcan Lab Chip, 2012, Advance Article

Page 71: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Real-time geospatial data use for program optimization

Page 72: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Machine learning and AI : Field potential of “big data”

• Dynamic, Learning Systems which:• Refine risk models as new outcomes are added• Task shift burden of data interpretation • Can be used for system optimization AND

health outcome tracking • Leverage META-DATA captured by devices

Page 73: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 74: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Human-Centered Design

“…Human-centered design is about listening…. When we better understand the realities of people’s lives, we are able to design and

deliver solutions that are useful to them.” – Melinda Gates, May 20, 2015

Page 75: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

http://digitalprinciples.org/

Page 76: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 77: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

http://tinyurl.com/WHO-MAPS

Page 78: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

The M.A.P.S. ToolmHealth Assessment and Planning for Scale

To assess scalability by reviewing key considerations and activities

To plan for future activities after identifying areas of weakness

To improve on progress through scale

Page 79: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 80: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 81: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

mHealthEvidence.org / mHealthKnowledge.org

Page 82: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 83: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Continue to grow the evidence base. Innovation

can be subjected to rigorous evaluation

Page 84: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

A pragmatic approach that promotes high-quality reporting of mHealth innovation research, across varied study designs to facilitate evidence synthesis and development of guidance

• Domain 1: Research Methodology Reporting• Domain 2: Essential mHealth (Technology, Functionality, Delivery) Reporting

Domain Description No.

Domain 1.1 General Reporting and Methodology Criteria 23

Domain 1.2 Quantitative Criteria 4

Domain 1.3 Qualitative Criteria 3

Domain 2 mHealth Criteria 14

Page 85: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 86: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 87: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Which Design is Appropriate for Your ProjectAt THIS TIME ?

Page 88: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Data Quality Assessment Process

Page 89: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health
Page 90: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Degree to which the mHealth strategy changes the status quo INCREMENTAL CHANGE DISRUPTIVE INNOVATION

DIFF

ICU

LTY

OF

SCAL

ING

COM

PLEX

ITY

OF

ENGA

GED

ECO

SYST

EM

INST

ITU

TIO

NAL

/ HE

ALTH

SYS

TEM

INER

TIA

THRE

SHO

LD O

F EV

IDEN

CE

Page 91: Alain B. Labrique, PhD, MHS, MS · Alain B. Labrique, PhD, MHS, MS Hong Kong – June 2017 Director JHU Global mHealth Initiative Associate Professor Dept. of International Health

Thank [email protected] Twitter: @alabriqu

@jhumhealth

Draw inspiration from around the globeto understand what is “m”POSSIBLE