SlideShare a Scribd company logo
Medical Apps – Applying Usability Principles
Disclaimer:
These are
my personal
views
1968 , Apollo 8
The smartphone in
your pocket is more
powerful than all the
tech put together on
the Apollo 8
Global Mobile Medical Apps Market
to Reach $11.22 Billion by 2025,
Reports BIS Research
Big Data and AI in present
and future healthcareHow wearable devices can help solve
issues plaguing the Indian healthcare
industry
Healthcare Industry
Scores Low on Data
Security Knowledge
Virtual health is the
future healthcare
Amazon Reportedly Building
Healthcare Team for Alexa So You
Can Ask If That Cut Looks Infected
FDA issues 'recall' on heart implants
for security firmware update
Poor mHealth App Usability
Limits Patient Engagement
The mHealth market is growing
36 mHealth apps
account for half of all
downloads
Some mHealth apps
are medical devices
• And the Regulators want to
regulate them
Mobile Medical Applications - Guidance for Industry and Food
and Drug Administration Staff, 2015
The FDA intends to apply its regulatory oversight to only the subset of mobile
apps:
If the app causes harm by not functioning as intended…
1. Mobile apps that are intended to
provide access to electronic “copies”
(e.g., e-books, audio books) of medical
textbooks or other reference materials
with generic text search capabilities.
Do not need to be regulted
2. Mobile apps that are intended for
health care providers to use as
educational tools for medical training or
to reinforce training previously received.
Do not need to be regulted
3. Mobile apps that are intended for
general patient education and facilitate
patient access to commonly used
reference information.
Do not need to be regulted
4. Mobile apps that automate general
office operations in a health care setting
and are not intended for use in the
diagnosis of disease or other conditions,
or in the cure, mitigation, treatment, or
prevention of disease.
Do not need to be regulted
5. Mobile apps that are generic aids or
general purpose products. These apps
are not considered devices because they
are not intended for use in the diagnosis
of disease or other conditions, or in the
cure, mitigation, treatment, or
prevention of disease.
Do not need to be regulted
Regulated
1. Mobile apps that are an extension of one
or more medical devices by connecting to
such device for purposes of controlling the
device(s) or for use in active
patient monitoring or analysing medical
device data.
Regulated
2. Mobile apps that transform the mobile
platform into a regulated medical device by
using attachments, display screens, or
sensors or by including functionalities
similar to those of currently regulated
medical devices.
Regulated
3. Mobile apps that become a regulated
medical device (software) by performing
patient-specific analysis and providing
patient-specific diagnosis, or treatment
recommendations. These types of mobile
medical apps are similar to or perform the
same function as those types of software
devices that have been previously cleared or
approved.
Mobile apps that help patients with
diagnosed psychiatric conditions
(e.g., post-traumatic stress disorder
(PTSD), depression, anxiety,
obsessive compulsive disorder)
maintain their behavioural coping
skills by providing a “Skill of the Day”
behavioural technique or audio
messages that the user can access
when experiencing increased
anxiety.
Mobile apps that provide periodic
educational information, reminders,
or motivational guidance to smokers
trying to quit, patients recovering
from addiction, or pregnant women.
Discretion
Mobile apps that use video and video
games to motivate patients to do
their physical therapy exercises at
home.
Discretion
Mobile apps that are intended for
individuals to log, record, track, evaluate,
or make decisions or behavioural
suggestions related to developing or
maintaining general fitness, health or
wellness.
Discretion
European Commission Regulation for
Medical Apps
MEDDEV 2.1/6 2016
The European commission has
produced a useful flowchart to
identify whether your app will be
covered by the Medical Device
Regulations
FDA EU
FDA EU?
Step 1: To encourage adherence.
-To gather data on how effective the patient’s
treatment plan is.
Next step: To establish clinical claims
for apps
-And persuade payers to pay for them
What is big pharma doing with apps?
Dexcom G6, an integrated
continuous glucose
monitoring
Kardia Mobile Mobile ECG Monitor by AliveCor
EpiFinder application to help
differentiate between epilepsy
syndrome or another diagnosis in
adult patients.
Usability Principles
Device
Use
Correct use:
Safe and effective
Use error:
Unsafe or ineffective
Use environment
User
User interface
What the Regulators want…
User Research
CONTEXTUAL RESEARCH
ETHNOGRAPHIC STUDIES
USABILITY AND DESIGN CONTROL FOR MEDICAL DEVICE APPS
Design Verification
USABILITY RESEARCH
FORMATIVE STUDIES
Design Validation
SUMMATIVE STUDIES
PRE-MARKET SUBMISSION
• Documenting the process
• Traceability
• Protocol-driven testing
• Assumes semi-fixed prototypes
• Good Document Practice
• Use-related risk assessment
• It takes time!
• Pharma companies work on long lead times
Challenges of developing apps within Design Control
• Clinical claims (e.g. improving asthma
control) need clinical data
• Clinical data must be based on a
controlled clinical trial
• Clinical trials take a long time
• Once the clinical data is pinned to an
app, the app design cannot be changed
• If you change the app after the clinical
study, it must be revalidated
Challenges of developing apps with Clinical Claims
Clinical claim
HF validation
Ensure that the app
you are testing is as
close to finished article
as possible.
Focus on the most difficult tasks that may
be new or specific to that interface
And those associated with ‘Severe Harm’
© Geoff Mcfetridge
If holding rough and fast guerrilla style
usability sessions, asking participants to
complete the tasks that are difficult,
unique and specific to that app or
interface will provide much richer
feedback that will be much more useful
in improving the design.
© Geoff Mcfetridge
Use a combination
of closed and
open-ended
questions to get a
good mix of
feedback.
Our approach
Test interfaces and design concepts using a range
proven and effective methodologies such as;
• User interviews
• Tree testing
• Card sorting
• Paper prototyping
• Wireframing
• Low and high fidelity prototypes
• Video analysis and screen recording
Participant interviews
are recorded, with
cameras targeting
both the screen and
participant. The
interviews are
conducted in a
structured, relaxed
style using a mix of
closed and open-
ended questions,
meaning dialog from
the participants
containing useful
insights is not missed
and can be discussed.
Paper prototyping can
be used to analyse the
app prior to
conducting the study
so a strong
understanding of the
apps hierarchy can be
made by all those
involved in testing.
Linked technology Tools Used
The phone running the prototype app can be mirrored and recorded,
allowing the observer to see all the interactions the participant makes,
take notes and discuss with the moderator any points of discussion that
can be further explored.
Markers can be placed
on iPhone screens to
show all of the
touches and swipes
the participant would
make.
Video footage of the
recordings taken from
the screen and our
cameras can be
combined onto one
video. This means no
interactions are lost
that aren’t captured
by the software and
the two can easily be
watch side by side.
Using the video footage and notes taken from the session we can analyse
the prototype and identify problem areas.
These problem areas then be presented via heat maps generated over
screenshots of the app to visualise problem areas. Hierarchy maps can also
be used to visualise problem routes within the app.
The combination of video footage and observer notes allows the session to
be replied multiple times ensuring that no insights that could be useful to
the development of the app are missed.
Heat maps can be
generated to display
problem
icons/features within
the app.
Different colours can
be used to signify
the frequency of
which those errors
occur.
Hierarchy Map
Hierarchy Map
We aim to uncover..
Why some users of mHealth apps continue to use the apps for a long time, and why some users
stop using the app after a short period of time.
Are there trends within users characteristics and personal traits that can be clearly defined between
the two groups?
From these findings can design principles be made to reduce drop off rates and keep all users better
engaged?
Our own funded research project:
Thanks for listening

More Related Content

What's hot

How to evaluate and improve the quality of mHealth behaviour change tools
How to evaluate and improve the quality of mHealth behaviour change toolsHow to evaluate and improve the quality of mHealth behaviour change tools
How to evaluate and improve the quality of mHealth behaviour change tools
John Rooksby
 
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
CrimsonpublishersTTEH
 
The Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
The Complete Guide To Create A Telemedicine App Like Doctor-On-DemandThe Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
The Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
Sparx IT Solutions Pvt Ltd
 
Marketing plan for an android app
Marketing plan for an android appMarketing plan for an android app
Marketing plan for an android app
Vedant Hamirwasia
 
7 BEST FDA APPROVED HEALTH APPS
7 BEST FDA APPROVED HEALTH APPS7 BEST FDA APPROVED HEALTH APPS
7 BEST FDA APPROVED HEALTH APPS
Mpower Medical Inc
 
Top Android Medical Apps
Top Android Medical AppsTop Android Medical Apps
Top Android Medical AppsGurpinder Singh
 
Marketing project final
Marketing project finalMarketing project final
Marketing project finalJamie Jackson
 
Healthcare Management app
Healthcare Management appHealthcare Management app
Healthcare Management app
Reapmind Innovations
 
Dietagram: Business modeling team project
Dietagram: Business modeling team project Dietagram: Business modeling team project
Dietagram: Business modeling team project
한은 정
 
Covidien - FDA Guidance on Mobile Medical Apps 140124
Covidien - FDA Guidance on Mobile Medical Apps 140124Covidien - FDA Guidance on Mobile Medical Apps 140124
Covidien - FDA Guidance on Mobile Medical Apps 140124
Jason Haislmaier
 
Android app ppt
Android app pptAndroid app ppt
Android app ppt
Bharat Maniam
 
Healthcare app development
Healthcare app developmentHealthcare app development
Healthcare app development
Codiant
 
7 Things About iPhone 6 Health App
7 Things About iPhone 6 Health App7 Things About iPhone 6 Health App
7 Things About iPhone 6 Health App
TechAhead
 
A Few Useful Apps For Emergency Doctors
A Few Useful Apps For Emergency DoctorsA Few Useful Apps For Emergency Doctors
A Few Useful Apps For Emergency Doctors
priya arrora
 
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
Robin Featherstone
 
The invasion of mobile medical apps: A 5-Year Outlook
The invasion of mobile medical apps: A 5-Year OutlookThe invasion of mobile medical apps: A 5-Year Outlook
The invasion of mobile medical apps: A 5-Year Outlook
Nealda Yusof
 
Glass App for Healthcare Industry, Wearable Solutions for Healthcare
Glass App for Healthcare Industry, Wearable Solutions for HealthcareGlass App for Healthcare Industry, Wearable Solutions for Healthcare
Glass App for Healthcare Industry, Wearable Solutions for Healthcare
Credencys Solutions Inc
 
Healthcare Tracker App: Summary Slideshow
Healthcare Tracker App: Summary SlideshowHealthcare Tracker App: Summary Slideshow
Healthcare Tracker App: Summary Slideshow
Dave Siegel
 
Health econnect
Health econnectHealth econnect
Health econnecthealth2dev
 

What's hot (20)

How to evaluate and improve the quality of mHealth behaviour change tools
How to evaluate and improve the quality of mHealth behaviour change toolsHow to evaluate and improve the quality of mHealth behaviour change tools
How to evaluate and improve the quality of mHealth behaviour change tools
 
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...
 
The Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
The Complete Guide To Create A Telemedicine App Like Doctor-On-DemandThe Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
The Complete Guide To Create A Telemedicine App Like Doctor-On-Demand
 
Marketing plan for an android app
Marketing plan for an android appMarketing plan for an android app
Marketing plan for an android app
 
MobileHealth_Shrestha
MobileHealth_ShresthaMobileHealth_Shrestha
MobileHealth_Shrestha
 
7 BEST FDA APPROVED HEALTH APPS
7 BEST FDA APPROVED HEALTH APPS7 BEST FDA APPROVED HEALTH APPS
7 BEST FDA APPROVED HEALTH APPS
 
Top Android Medical Apps
Top Android Medical AppsTop Android Medical Apps
Top Android Medical Apps
 
Marketing project final
Marketing project finalMarketing project final
Marketing project final
 
Healthcare Management app
Healthcare Management appHealthcare Management app
Healthcare Management app
 
Dietagram: Business modeling team project
Dietagram: Business modeling team project Dietagram: Business modeling team project
Dietagram: Business modeling team project
 
Covidien - FDA Guidance on Mobile Medical Apps 140124
Covidien - FDA Guidance on Mobile Medical Apps 140124Covidien - FDA Guidance on Mobile Medical Apps 140124
Covidien - FDA Guidance on Mobile Medical Apps 140124
 
Android app ppt
Android app pptAndroid app ppt
Android app ppt
 
Healthcare app development
Healthcare app developmentHealthcare app development
Healthcare app development
 
7 Things About iPhone 6 Health App
7 Things About iPhone 6 Health App7 Things About iPhone 6 Health App
7 Things About iPhone 6 Health App
 
A Few Useful Apps For Emergency Doctors
A Few Useful Apps For Emergency DoctorsA Few Useful Apps For Emergency Doctors
A Few Useful Apps For Emergency Doctors
 
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
Apps & Mobile-Friendly Medical Websites: Accessing Clinical Information on yo...
 
The invasion of mobile medical apps: A 5-Year Outlook
The invasion of mobile medical apps: A 5-Year OutlookThe invasion of mobile medical apps: A 5-Year Outlook
The invasion of mobile medical apps: A 5-Year Outlook
 
Glass App for Healthcare Industry, Wearable Solutions for Healthcare
Glass App for Healthcare Industry, Wearable Solutions for HealthcareGlass App for Healthcare Industry, Wearable Solutions for Healthcare
Glass App for Healthcare Industry, Wearable Solutions for Healthcare
 
Healthcare Tracker App: Summary Slideshow
Healthcare Tracker App: Summary SlideshowHealthcare Tracker App: Summary Slideshow
Healthcare Tracker App: Summary Slideshow
 
Health econnect
Health econnectHealth econnect
Health econnect
 

Similar to Oxford UK Medical App Usability

Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfImproving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Techugo
 
Improving Healthcare App Development- Reasons Why You Should Invest in it.
Improving Healthcare App Development- Reasons Why You Should Invest in it.Improving Healthcare App Development- Reasons Why You Should Invest in it.
Improving Healthcare App Development- Reasons Why You Should Invest in it.
Techugo
 
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfImproving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Techugo
 
What are The Best Healthcare Mobile Apps.pdf
What are The Best Healthcare Mobile Apps.pdfWhat are The Best Healthcare Mobile Apps.pdf
What are The Best Healthcare Mobile Apps.pdf
FuGenx Technologies
 
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
Kapil Khandelwal (KK)
 
How to make a medical app in 2022 the ultimate guide
How to make a medical app in 2022  the ultimate guideHow to make a medical app in 2022  the ultimate guide
How to make a medical app in 2022 the ultimate guide
Concetto Labs
 
A Complete Guide to Developing Healthcare App
A Complete Guide to Developing Healthcare AppA Complete Guide to Developing Healthcare App
A Complete Guide to Developing Healthcare App
Andolasoft Inc
 
AppImpact: A Framework for Mobile Technology in Behavioral Healthcare
AppImpact: A Framework for Mobile Technology in Behavioral HealthcareAppImpact: A Framework for Mobile Technology in Behavioral Healthcare
AppImpact: A Framework for Mobile Technology in Behavioral Healthcare
Ed Dodds
 
Guide to Developing Healthcare App Like MFine
Guide to Developing Healthcare App Like MFineGuide to Developing Healthcare App Like MFine
Guide to Developing Healthcare App Like MFine
MariaMurphy57
 
how to develop healthcare app.pdf
how to develop healthcare app.pdfhow to develop healthcare app.pdf
how to develop healthcare app.pdf
SophiaJasper
 
how to develop healthcare app.pdf
how to develop healthcare app.pdfhow to develop healthcare app.pdf
how to develop healthcare app.pdf
SophiaJasper
 
How to develop healthcare app.docx
How to develop healthcare app.docxHow to develop healthcare app.docx
How to develop healthcare app.docx
SophiaJasper
 
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdfHealthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
Moon Technolabs Pvt. Ltd.
 
Everything About Healthcare App Development !.pdf
Everything About Healthcare App Development !.pdfEverything About Healthcare App Development !.pdf
Everything About Healthcare App Development !.pdf
Techugo
 
How to Build a Successful Healthcare App Development Company.docx.pdf
How to Build a Successful Healthcare App Development Company.docx.pdfHow to Build a Successful Healthcare App Development Company.docx.pdf
How to Build a Successful Healthcare App Development Company.docx.pdf
Techugo
 
Key Considerations for Developing a Customized Telemedicine App
Key Considerations for Developing a Customized Telemedicine AppKey Considerations for Developing a Customized Telemedicine App
Key Considerations for Developing a Customized Telemedicine App
EMed HealthTech Pvt Ltd
 
How to build a mobile app for patients health tracking
How to build a mobile app for patients health tracking How to build a mobile app for patients health tracking
How to build a mobile app for patients health tracking
Kateryna Lysak, PhD
 
Telemedicine App Development: Step By Step Guide
Telemedicine App Development: Step By Step GuideTelemedicine App Development: Step By Step Guide
Telemedicine App Development: Step By Step Guide
AppIncubator (Mobile Application Development Company)
 
Mental health technology
Mental health technologyMental health technology
Mental health technology
Keerthi Sagar
 
HADM 5431 Healthcare Information Technology The Rev.docx
HADM 5431 Healthcare Information Technology  The Rev.docxHADM 5431 Healthcare Information Technology  The Rev.docx
HADM 5431 Healthcare Information Technology The Rev.docx
whittemorelucilla
 

Similar to Oxford UK Medical App Usability (20)

Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfImproving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
 
Improving Healthcare App Development- Reasons Why You Should Invest in it.
Improving Healthcare App Development- Reasons Why You Should Invest in it.Improving Healthcare App Development- Reasons Why You Should Invest in it.
Improving Healthcare App Development- Reasons Why You Should Invest in it.
 
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfImproving Healthcare App Development Reasons Why You Should Invest in it.pdf
Improving Healthcare App Development Reasons Why You Should Invest in it.pdf
 
What are The Best Healthcare Mobile Apps.pdf
What are The Best Healthcare Mobile Apps.pdfWhat are The Best Healthcare Mobile Apps.pdf
What are The Best Healthcare Mobile Apps.pdf
 
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
Idiagnostics - The Power of Diagnostics and Imaging in your iPhone. Kapil Kha...
 
How to make a medical app in 2022 the ultimate guide
How to make a medical app in 2022  the ultimate guideHow to make a medical app in 2022  the ultimate guide
How to make a medical app in 2022 the ultimate guide
 
A Complete Guide to Developing Healthcare App
A Complete Guide to Developing Healthcare AppA Complete Guide to Developing Healthcare App
A Complete Guide to Developing Healthcare App
 
AppImpact: A Framework for Mobile Technology in Behavioral Healthcare
AppImpact: A Framework for Mobile Technology in Behavioral HealthcareAppImpact: A Framework for Mobile Technology in Behavioral Healthcare
AppImpact: A Framework for Mobile Technology in Behavioral Healthcare
 
Guide to Developing Healthcare App Like MFine
Guide to Developing Healthcare App Like MFineGuide to Developing Healthcare App Like MFine
Guide to Developing Healthcare App Like MFine
 
how to develop healthcare app.pdf
how to develop healthcare app.pdfhow to develop healthcare app.pdf
how to develop healthcare app.pdf
 
how to develop healthcare app.pdf
how to develop healthcare app.pdfhow to develop healthcare app.pdf
how to develop healthcare app.pdf
 
How to develop healthcare app.docx
How to develop healthcare app.docxHow to develop healthcare app.docx
How to develop healthcare app.docx
 
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdfHealthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
Healthcare Mobile App Development Guide_ Types, Trends & Cost Analysis.pdf
 
Everything About Healthcare App Development !.pdf
Everything About Healthcare App Development !.pdfEverything About Healthcare App Development !.pdf
Everything About Healthcare App Development !.pdf
 
How to Build a Successful Healthcare App Development Company.docx.pdf
How to Build a Successful Healthcare App Development Company.docx.pdfHow to Build a Successful Healthcare App Development Company.docx.pdf
How to Build a Successful Healthcare App Development Company.docx.pdf
 
Key Considerations for Developing a Customized Telemedicine App
Key Considerations for Developing a Customized Telemedicine AppKey Considerations for Developing a Customized Telemedicine App
Key Considerations for Developing a Customized Telemedicine App
 
How to build a mobile app for patients health tracking
How to build a mobile app for patients health tracking How to build a mobile app for patients health tracking
How to build a mobile app for patients health tracking
 
Telemedicine App Development: Step By Step Guide
Telemedicine App Development: Step By Step GuideTelemedicine App Development: Step By Step Guide
Telemedicine App Development: Step By Step Guide
 
Mental health technology
Mental health technologyMental health technology
Mental health technology
 
HADM 5431 Healthcare Information Technology The Rev.docx
HADM 5431 Healthcare Information Technology  The Rev.docxHADM 5431 Healthcare Information Technology  The Rev.docx
HADM 5431 Healthcare Information Technology The Rev.docx
 

Recently uploaded

Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Aggregage
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
Dorra BARTAGUIZ
 
UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..
UiPathCommunity
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
Globus
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
Ralf Eggert
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
SOFTTECHHUB
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
James Anderson
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
Peter Spielvogel
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Nexer Digital
 
Free Complete Python - A step towards Data Science
Free Complete Python - A step towards Data ScienceFree Complete Python - A step towards Data Science
Free Complete Python - A step towards Data Science
RinaMondal9
 

Recently uploaded (20)

Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
 
UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfSAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?Elizabeth Buie - Older adults: Are we really designing for our future selves?
Elizabeth Buie - Older adults: Are we really designing for our future selves?
 
Free Complete Python - A step towards Data Science
Free Complete Python - A step towards Data ScienceFree Complete Python - A step towards Data Science
Free Complete Python - A step towards Data Science
 

Oxford UK Medical App Usability

  • 1. Medical Apps – Applying Usability Principles Disclaimer: These are my personal views
  • 2. 1968 , Apollo 8 The smartphone in your pocket is more powerful than all the tech put together on the Apollo 8
  • 3. Global Mobile Medical Apps Market to Reach $11.22 Billion by 2025, Reports BIS Research Big Data and AI in present and future healthcareHow wearable devices can help solve issues plaguing the Indian healthcare industry Healthcare Industry Scores Low on Data Security Knowledge Virtual health is the future healthcare Amazon Reportedly Building Healthcare Team for Alexa So You Can Ask If That Cut Looks Infected FDA issues 'recall' on heart implants for security firmware update Poor mHealth App Usability Limits Patient Engagement
  • 4. The mHealth market is growing
  • 5. 36 mHealth apps account for half of all downloads
  • 6. Some mHealth apps are medical devices • And the Regulators want to regulate them
  • 7. Mobile Medical Applications - Guidance for Industry and Food and Drug Administration Staff, 2015 The FDA intends to apply its regulatory oversight to only the subset of mobile apps: If the app causes harm by not functioning as intended…
  • 8. 1. Mobile apps that are intended to provide access to electronic “copies” (e.g., e-books, audio books) of medical textbooks or other reference materials with generic text search capabilities. Do not need to be regulted
  • 9. 2. Mobile apps that are intended for health care providers to use as educational tools for medical training or to reinforce training previously received. Do not need to be regulted
  • 10. 3. Mobile apps that are intended for general patient education and facilitate patient access to commonly used reference information. Do not need to be regulted
  • 11. 4. Mobile apps that automate general office operations in a health care setting and are not intended for use in the diagnosis of disease or other conditions, or in the cure, mitigation, treatment, or prevention of disease. Do not need to be regulted
  • 12. 5. Mobile apps that are generic aids or general purpose products. These apps are not considered devices because they are not intended for use in the diagnosis of disease or other conditions, or in the cure, mitigation, treatment, or prevention of disease. Do not need to be regulted
  • 13. Regulated 1. Mobile apps that are an extension of one or more medical devices by connecting to such device for purposes of controlling the device(s) or for use in active patient monitoring or analysing medical device data.
  • 14. Regulated 2. Mobile apps that transform the mobile platform into a regulated medical device by using attachments, display screens, or sensors or by including functionalities similar to those of currently regulated medical devices.
  • 15. Regulated 3. Mobile apps that become a regulated medical device (software) by performing patient-specific analysis and providing patient-specific diagnosis, or treatment recommendations. These types of mobile medical apps are similar to or perform the same function as those types of software devices that have been previously cleared or approved.
  • 16. Mobile apps that help patients with diagnosed psychiatric conditions (e.g., post-traumatic stress disorder (PTSD), depression, anxiety, obsessive compulsive disorder) maintain their behavioural coping skills by providing a “Skill of the Day” behavioural technique or audio messages that the user can access when experiencing increased anxiety.
  • 17. Mobile apps that provide periodic educational information, reminders, or motivational guidance to smokers trying to quit, patients recovering from addiction, or pregnant women. Discretion
  • 18. Mobile apps that use video and video games to motivate patients to do their physical therapy exercises at home. Discretion
  • 19. Mobile apps that are intended for individuals to log, record, track, evaluate, or make decisions or behavioural suggestions related to developing or maintaining general fitness, health or wellness. Discretion
  • 20. European Commission Regulation for Medical Apps MEDDEV 2.1/6 2016
  • 21. The European commission has produced a useful flowchart to identify whether your app will be covered by the Medical Device Regulations
  • 24. Step 1: To encourage adherence. -To gather data on how effective the patient’s treatment plan is. Next step: To establish clinical claims for apps -And persuade payers to pay for them What is big pharma doing with apps?
  • 25. Dexcom G6, an integrated continuous glucose monitoring
  • 26. Kardia Mobile Mobile ECG Monitor by AliveCor
  • 27. EpiFinder application to help differentiate between epilepsy syndrome or another diagnosis in adult patients.
  • 29. Device Use Correct use: Safe and effective Use error: Unsafe or ineffective Use environment User User interface What the Regulators want…
  • 30. User Research CONTEXTUAL RESEARCH ETHNOGRAPHIC STUDIES USABILITY AND DESIGN CONTROL FOR MEDICAL DEVICE APPS Design Verification USABILITY RESEARCH FORMATIVE STUDIES Design Validation SUMMATIVE STUDIES PRE-MARKET SUBMISSION
  • 31. • Documenting the process • Traceability • Protocol-driven testing • Assumes semi-fixed prototypes • Good Document Practice • Use-related risk assessment • It takes time! • Pharma companies work on long lead times Challenges of developing apps within Design Control
  • 32. • Clinical claims (e.g. improving asthma control) need clinical data • Clinical data must be based on a controlled clinical trial • Clinical trials take a long time • Once the clinical data is pinned to an app, the app design cannot be changed • If you change the app after the clinical study, it must be revalidated Challenges of developing apps with Clinical Claims Clinical claim HF validation
  • 33. Ensure that the app you are testing is as close to finished article as possible.
  • 34. Focus on the most difficult tasks that may be new or specific to that interface And those associated with ‘Severe Harm’ © Geoff Mcfetridge
  • 35. If holding rough and fast guerrilla style usability sessions, asking participants to complete the tasks that are difficult, unique and specific to that app or interface will provide much richer feedback that will be much more useful in improving the design. © Geoff Mcfetridge
  • 36. Use a combination of closed and open-ended questions to get a good mix of feedback.
  • 37. Our approach Test interfaces and design concepts using a range proven and effective methodologies such as; • User interviews • Tree testing • Card sorting • Paper prototyping • Wireframing • Low and high fidelity prototypes • Video analysis and screen recording
  • 38. Participant interviews are recorded, with cameras targeting both the screen and participant. The interviews are conducted in a structured, relaxed style using a mix of closed and open- ended questions, meaning dialog from the participants containing useful insights is not missed and can be discussed.
  • 39. Paper prototyping can be used to analyse the app prior to conducting the study so a strong understanding of the apps hierarchy can be made by all those involved in testing.
  • 40. Linked technology Tools Used The phone running the prototype app can be mirrored and recorded, allowing the observer to see all the interactions the participant makes, take notes and discuss with the moderator any points of discussion that can be further explored.
  • 41. Markers can be placed on iPhone screens to show all of the touches and swipes the participant would make.
  • 42. Video footage of the recordings taken from the screen and our cameras can be combined onto one video. This means no interactions are lost that aren’t captured by the software and the two can easily be watch side by side.
  • 43.
  • 44. Using the video footage and notes taken from the session we can analyse the prototype and identify problem areas. These problem areas then be presented via heat maps generated over screenshots of the app to visualise problem areas. Hierarchy maps can also be used to visualise problem routes within the app. The combination of video footage and observer notes allows the session to be replied multiple times ensuring that no insights that could be useful to the development of the app are missed.
  • 45. Heat maps can be generated to display problem icons/features within the app. Different colours can be used to signify the frequency of which those errors occur.
  • 48.
  • 49.
  • 50. We aim to uncover.. Why some users of mHealth apps continue to use the apps for a long time, and why some users stop using the app after a short period of time. Are there trends within users characteristics and personal traits that can be clearly defined between the two groups? From these findings can design principles be made to reduce drop off rates and keep all users better engaged? Our own funded research project: