SlideShare une entreprise Scribd logo
1  sur  28
Mobile health: clinical aspects

           Dr Robyn Whittaker
 Health Informatics & Technology, NIHI
 Research & Innovation, Waitemata DHB




                        The National Institute
                        for Health Innovation
mHealth research & development

            • Text messaging smoking cessation
            • Video messaging smoking cessation
            • Multimedia messaging depression
              prevention in adolescents
            • Text messaging & internet exercise
              prescription & support for cardiac patients
            • Text messaging weight loss programme
            • Text messaging brief intervention for
              problem alcohol drinking
            • Smartphone applications for data collection
            • Smartphone application linked to food
              database for nutrient advice
            • Tools & communication for people with
              diabetes
mHealth programs can be

     HEALTHY
    BEHAVIOR
                 •   integrated into daily life
     CHANGE      •   proactive
                 •   there at the ‘right’ times
                 •   personal/ised
     CHRONIC
     DISEASE     •   interactive
   MANAGEMENT
                 •   on-going
                 •   providing social support
STOMP implemented nationally




                       4
Txt2stop United Kingdom
“Spot, Sort, Do”
                 Reality TV or
                 ‘Youtube’ style
                                             Set challenges



                          Video clips
                          youth and celebs
‘Brotown’                                                     Short catchy key
style                                                         message in txt


      Animated     2 messages/day                      Educational
      cartoons     for 2 months                         messages




    Access for
                          mobile
    12 months             website

                                   Contacts & summary
MEMO „teens‟
MEMO celebs
MEMO Animations
Conclusions

              It is possible to convert
              CBT into mobile phone
              messages, feasible to
              deliver such a
              programme, and
              acceptable to NZ teens

              The majority liked it and
              said they found it helpful
Objective depression scores


Unable to prove that MEMO works
to prevent onset of depression

• Our control programme
  or study processes
  (interviews with lovely
  RAs) worked as well

• The group were
                            Worsening scores
  uniformly ‘happy’
  anyway and can’t
  improve much on that

• The ‘dose’ was not
  sufficient to show an
  effect
Heart Exercise and Remote
   Technologies (HEART):
A Randomized Controlled Trial




 ISO 9001 Registered
Intervention

  • Fully automated program of SMS
    via mobile phones
     – Exercise prescription
     – Behavior change strategies
  • Role model video messages
    accessed via secure website
  • Self-efficacy theory
     – Task
     – Barrier
     – Scheduling
RCT


      • 170 participants with CVD
      • Primary outcome change in VO2max
      • Secondary outcomes
        –   6 min walk test
        –   Self-reported PA
        –   HRQoL
        –   Cost-effectiveness
      • Recruitment finished
Approach to development
 - Whittaker 2012, Journal of Health Communication


                                   – Start with the problem
                                   – Conceptualisation
                                       • Experts and target audience
                                       • Use evidence & theory
                                   – End-users involved through-out
                                   – Consider implementation from
                                     start
                                   – Pre-test & refine
                                   – Test in high quality research
                                     studies
                                   – Publish/make publicly available
People with diabetes


• Regular blood glucose monitoring & frequent
  contact with health providers improves control
  of diabetes
• Better control delays or prevents costly &
  debilitating consequences
  – Blindness, lower limb amputations, kidney disease,
    heart disease
• Growing evidence that mHealth solutions can
  enhance self-management & improve control
mHealth interventions


• Reminder text messages for monitoring
• Diary functions to collect data on
  insulin/glucose/diet/activities

  – Education & practical tips on how to
      manage diabetes
  – Individualised automated advice based on
      readings
  – Enhancing self-efficacy for control
  – Integrating with providers
End-user input

•   Expert Advisors/clinical teams
•   Maori Advisory Group
•   Focus groups
•   Interviews
•   Demonstrating existing tools

    – Identifying needs and barriers to self-management
Guiding principles

• Theory eg. Social cognitive - enhancing self-
  efficacy
• Illness perceptions
• Behaviour change techniques
  – short term goals, motivation, positive
    reinforcement, reminders/scheduling, self-monitoring &
    feedback, role modelling/observational learning, social
    support
• User-friendly options
Implementation

• Integration into clinical practice and health
  information systems
• Shared Care Plan platform
  – Primary care, secondary care, community, patient and
    caregivers
  – Graphical visualisation of patient-reported data
Portal Overview
Other DHB work


• Text messaging integrated into DHB systems
  for clinical and non-clinical uses
• Trial of smartphone-based paging system
• Systems to support community-based
  ambulatory workers
• Clinical apps
Issues with mHealth in
clinical practice

• Privacy of personal health information
• Health information security, hosting
• Infrastructure: wifi & 3G access in hospitals
• BYOD: registration of devices, health
  information on devices, evidence-based
  apps
• Clinical: integrated models of care,
  understanding of potential value
• Patient engagement
Overall lessons

• Make sure mobile is the right tool and if so
  optimize the benefits of using mobile
• Decide on guiding principles & logistics
• Involve target audience in development &
  use their input/feedback
• Do it well!
Acknowledgements



Thank you
r.whittaker@nihi.auckland.ac.nz
#rawegd

Contenu connexe

En vedette

Now you see them, now you don't: the usefulness of data auditing in EHR devel...
Now you see them, now you don't: the usefulness of data auditing in EHR devel...Now you see them, now you don't: the usefulness of data auditing in EHR devel...
Now you see them, now you don't: the usefulness of data auditing in EHR devel...Health Informatics New Zealand
 
GAIHN: Greater Auckland Integrated HealthCare Networks
GAIHN: Greater Auckland Integrated HealthCare NetworksGAIHN: Greater Auckland Integrated HealthCare Networks
GAIHN: Greater Auckland Integrated HealthCare NetworksHealth Informatics New Zealand
 
People, health professionals and health information Working together in 2014
People, health professionals and health information Working together in 2014People, health professionals and health information Working together in 2014
People, health professionals and health information Working together in 2014Health Informatics New Zealand
 
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...Health Informatics New Zealand
 
Connected Care Standard for transfer of care and shared care applications
Connected Care Standard for transfer of care and shared care applicationsConnected Care Standard for transfer of care and shared care applications
Connected Care Standard for transfer of care and shared care applicationsHealth Informatics New Zealand
 
Transforming Learning: Using a Multi-User Virtual Environment for simulation
Transforming Learning: Using a Multi-User Virtual Environment for simulationTransforming Learning: Using a Multi-User Virtual Environment for simulation
Transforming Learning: Using a Multi-User Virtual Environment for simulationHealth Informatics New Zealand
 

En vedette (16)

Key Trends & Challenges for mHealth Technologies
Key Trends & Challenges for mHealth TechnologiesKey Trends & Challenges for mHealth Technologies
Key Trends & Challenges for mHealth Technologies
 
Developing World Class Health IT
Developing World Class Health ITDeveloping World Class Health IT
Developing World Class Health IT
 
E-Plunket - Maintaining relevance to our families
E-Plunket - Maintaining relevance to our familiesE-Plunket - Maintaining relevance to our families
E-Plunket - Maintaining relevance to our families
 
Now you see them, now you don't: the usefulness of data auditing in EHR devel...
Now you see them, now you don't: the usefulness of data auditing in EHR devel...Now you see them, now you don't: the usefulness of data auditing in EHR devel...
Now you see them, now you don't: the usefulness of data auditing in EHR devel...
 
GAIHN: Greater Auckland Integrated HealthCare Networks
GAIHN: Greater Auckland Integrated HealthCare NetworksGAIHN: Greater Auckland Integrated HealthCare Networks
GAIHN: Greater Auckland Integrated HealthCare Networks
 
A More Unified Health & Disability System
A More Unified Health & Disability SystemA More Unified Health & Disability System
A More Unified Health & Disability System
 
The Alaska Community Health Aide Program
The Alaska Community Health Aide ProgramThe Alaska Community Health Aide Program
The Alaska Community Health Aide Program
 
People, health professionals and health information Working together in 2014
People, health professionals and health information Working together in 2014People, health professionals and health information Working together in 2014
People, health professionals and health information Working together in 2014
 
Shared Care Plan Trials - Progress to Date
Shared Care Plan Trials - Progress to DateShared Care Plan Trials - Progress to Date
Shared Care Plan Trials - Progress to Date
 
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...
The Caring Does Matter (CDM) Initiative: To Improve Cardiovascular Medication...
 
Content Modelling for VIEW Datasets Using Archetypes
Content Modelling for VIEW Datasets Using ArchetypesContent Modelling for VIEW Datasets Using Archetypes
Content Modelling for VIEW Datasets Using Archetypes
 
What's on the EHR Horizon for NZ Beyond 2014?
What's on the EHR Horizon for NZ Beyond 2014?What's on the EHR Horizon for NZ Beyond 2014?
What's on the EHR Horizon for NZ Beyond 2014?
 
A Content Model for Health Information Exchange
A Content Model for Health Information ExchangeA Content Model for Health Information Exchange
A Content Model for Health Information Exchange
 
Connected Care Standard for transfer of care and shared care applications
Connected Care Standard for transfer of care and shared care applicationsConnected Care Standard for transfer of care and shared care applications
Connected Care Standard for transfer of care and shared care applications
 
Social Media - A Facebook Case Study
Social Media - A Facebook Case StudySocial Media - A Facebook Case Study
Social Media - A Facebook Case Study
 
Transforming Learning: Using a Multi-User Virtual Environment for simulation
Transforming Learning: Using a Multi-User Virtual Environment for simulationTransforming Learning: Using a Multi-User Virtual Environment for simulation
Transforming Learning: Using a Multi-User Virtual Environment for simulation
 

Similaire à Mobile health: clinical aspects

How Healthways Got Its Multichannel Marketing In Shape
How Healthways Got Its Multichannel Marketing In ShapeHow Healthways Got Its Multichannel Marketing In Shape
How Healthways Got Its Multichannel Marketing In ShapeVivastream
 
A Comprehensive Approach to Diabetes Self-management Support
A Comprehensive Approach to Diabetes Self-management SupportA Comprehensive Approach to Diabetes Self-management Support
A Comprehensive Approach to Diabetes Self-management SupportHealth Informatics New Zealand
 
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...Ulster University
 
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2kclcompbio
 
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...CORE Group
 
The Future of Mobile Healthcare
The Future of Mobile Healthcare The Future of Mobile Healthcare
The Future of Mobile Healthcare Ruder Finn UK Ltd
 
SBM 2013 - Anthony Kouyate (presentation final) - WellDoc
SBM 2013 - Anthony Kouyate (presentation final) - WellDocSBM 2013 - Anthony Kouyate (presentation final) - WellDoc
SBM 2013 - Anthony Kouyate (presentation final) - WellDocRobin Anthony Kouyate, PhD
 
Dr Alinda Gillott & Dr Michael Craven: Mental health and Dementia
Dr Alinda Gillott & Dr Michael Craven: Mental health and DementiaDr Alinda Gillott & Dr Michael Craven: Mental health and Dementia
Dr Alinda Gillott & Dr Michael Craven: Mental health and DementiaKarel Van Isacker
 
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...Yasir Hameed
 
potentialKEN POV: Healthcare, Pharma, and Integrated Interactive
potentialKEN POV: Healthcare, Pharma, and Integrated InteractivepotentialKEN POV: Healthcare, Pharma, and Integrated Interactive
potentialKEN POV: Healthcare, Pharma, and Integrated InteractiveKEN kisselman
 
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative MHF Suicide Prevention
 

Similaire à Mobile health: clinical aspects (20)

Key Issues in Mobile Health
Key Issues in Mobile HealthKey Issues in Mobile Health
Key Issues in Mobile Health
 
Providing Behavioral Resources to the Military Community: Mobile and Web-bas...
Providing Behavioral Resources to the Military Community: Mobile and Web-bas...Providing Behavioral Resources to the Military Community: Mobile and Web-bas...
Providing Behavioral Resources to the Military Community: Mobile and Web-bas...
 
311426
311426311426
311426
 
How Healthways Got Its Multichannel Marketing In Shape
How Healthways Got Its Multichannel Marketing In ShapeHow Healthways Got Its Multichannel Marketing In Shape
How Healthways Got Its Multichannel Marketing In Shape
 
A Comprehensive Approach to Diabetes Self-management Support
A Comprehensive Approach to Diabetes Self-management SupportA Comprehensive Approach to Diabetes Self-management Support
A Comprehensive Approach to Diabetes Self-management Support
 
Total Well Being Diet Program
Total Well Being Diet ProgramTotal Well Being Diet Program
Total Well Being Diet Program
 
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...
TMED Challenge - SMARTLIFE: Supporting Behaviour Change By Translating Person...
 
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2
Chris Hollis - Big Data in Mental Health - 23rd July 2014 - 2
 
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...
Mobile Technology to Improve Maternal and Newborn Health Outcomes_Dennis Cher...
 
Clinical problems being solved by health IT
Clinical problems being solved by health ITClinical problems being solved by health IT
Clinical problems being solved by health IT
 
The Future of Mobile Healthcare
The Future of Mobile Healthcare The Future of Mobile Healthcare
The Future of Mobile Healthcare
 
Thinking through ‘knowledge translation’
Thinking through ‘knowledge translation’Thinking through ‘knowledge translation’
Thinking through ‘knowledge translation’
 
Mobile Apps in Clinical Settings
Mobile Apps in Clinical SettingsMobile Apps in Clinical Settings
Mobile Apps in Clinical Settings
 
SBM 2013 - Anthony Kouyate (presentation final) - WellDoc
SBM 2013 - Anthony Kouyate (presentation final) - WellDocSBM 2013 - Anthony Kouyate (presentation final) - WellDoc
SBM 2013 - Anthony Kouyate (presentation final) - WellDoc
 
Mental health and dementia
Mental health and dementiaMental health and dementia
Mental health and dementia
 
Dr Alinda Gillott & Dr Michael Craven: Mental health and Dementia
Dr Alinda Gillott & Dr Michael Craven: Mental health and DementiaDr Alinda Gillott & Dr Michael Craven: Mental health and Dementia
Dr Alinda Gillott & Dr Michael Craven: Mental health and Dementia
 
EHR - The Killer App ?
EHR - The Killer App ?EHR - The Killer App ?
EHR - The Killer App ?
 
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...
THE ICT4LIFE PROJECT DESIGN AND DEVELOPMENT OF A NEW INFORMATION TECHNOLOGY P...
 
potentialKEN POV: Healthcare, Pharma, and Integrated Interactive
potentialKEN POV: Healthcare, Pharma, and Integrated InteractivepotentialKEN POV: Healthcare, Pharma, and Integrated Interactive
potentialKEN POV: Healthcare, Pharma, and Integrated Interactive
 
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative
Evaluation of the NZGG Self-Harm & Suicide Prevention Collaborative
 

Plus de Health Informatics New Zealand

The Austin Health Diabetes Discovery Initiative: Using technology to support ...
The Austin Health Diabetes Discovery Initiative: Using technology to support ...The Austin Health Diabetes Discovery Initiative: Using technology to support ...
The Austin Health Diabetes Discovery Initiative: Using technology to support ...Health Informatics New Zealand
 
Shaping Informatics for Allied Health - Refining our voice
Shaping Informatics for Allied Health - Refining our voiceShaping Informatics for Allied Health - Refining our voice
Shaping Informatics for Allied Health - Refining our voiceHealth Informatics New Zealand
 
Laptop computers enhancing clinical care in community allied health service
Laptop computers enhancing clinical care in community allied health serviceLaptop computers enhancing clinical care in community allied health service
Laptop computers enhancing clinical care in community allied health serviceHealth Informatics New Zealand
 
Safe IT Practices: making it easy to do the right thing
Safe IT Practices: making it easy to do the right thingSafe IT Practices: making it easy to do the right thing
Safe IT Practices: making it easy to do the right thingHealth Informatics New Zealand
 
Reducing hospitalisations and arrests of mental health patients through the u...
Reducing hospitalisations and arrests of mental health patients through the u...Reducing hospitalisations and arrests of mental health patients through the u...
Reducing hospitalisations and arrests of mental health patients through the u...Health Informatics New Zealand
 
Using the EMR in early recognition and management of sepsis
Using the EMR in early recognition and management of sepsisUsing the EMR in early recognition and management of sepsis
Using the EMR in early recognition and management of sepsisHealth Informatics New Zealand
 
Allied Health and informatics: Identifying our voice - can you hear us?
Allied Health and informatics: Identifying our voice - can you hear us?Allied Health and informatics: Identifying our voice - can you hear us?
Allied Health and informatics: Identifying our voice - can you hear us?Health Informatics New Zealand
 
Change in the data collection landscape: opportunity, possibilities and poten...
Change in the data collection landscape: opportunity, possibilities and poten...Change in the data collection landscape: opportunity, possibilities and poten...
Change in the data collection landscape: opportunity, possibilities and poten...Health Informatics New Zealand
 
Overview of the New Zealand Maternity Clinical Information System
Overview of the New Zealand Maternity Clinical Information SystemOverview of the New Zealand Maternity Clinical Information System
Overview of the New Zealand Maternity Clinical Information SystemHealth Informatics New Zealand
 
Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Health Informatics New Zealand
 
Global trends in technology for retailers and how they are impacting the phar...
Global trends in technology for retailers and how they are impacting the phar...Global trends in technology for retailers and how they are impacting the phar...
Global trends in technology for retailers and how they are impacting the phar...Health Informatics New Zealand
 
"Not flying under the radar": Developing an App for Patient-led Management of...
"Not flying under the radar": Developing an App for Patient-led Management of..."Not flying under the radar": Developing an App for Patient-led Management of...
"Not flying under the radar": Developing an App for Patient-led Management of...Health Informatics New Zealand
 
The quantified self: Does personalised monitoring change everything?
The quantified self: Does personalised monitoring change everything?The quantified self: Does personalised monitoring change everything?
The quantified self: Does personalised monitoring change everything?Health Informatics New Zealand
 

Plus de Health Informatics New Zealand (20)

The Austin Health Diabetes Discovery Initiative: Using technology to support ...
The Austin Health Diabetes Discovery Initiative: Using technology to support ...The Austin Health Diabetes Discovery Initiative: Using technology to support ...
The Austin Health Diabetes Discovery Initiative: Using technology to support ...
 
Shaping Informatics for Allied Health - Refining our voice
Shaping Informatics for Allied Health - Refining our voiceShaping Informatics for Allied Health - Refining our voice
Shaping Informatics for Allied Health - Refining our voice
 
Surveillance of social media: Big data analytics
Surveillance of social media: Big data analyticsSurveillance of social media: Big data analytics
Surveillance of social media: Big data analytics
 
The Power of Surface Modelling
The Power of Surface ModellingThe Power of Surface Modelling
The Power of Surface Modelling
 
Laptop computers enhancing clinical care in community allied health service
Laptop computers enhancing clinical care in community allied health serviceLaptop computers enhancing clinical care in community allied health service
Laptop computers enhancing clinical care in community allied health service
 
Making surgical practice improvement easy
Making surgical practice improvement easyMaking surgical practice improvement easy
Making surgical practice improvement easy
 
Safe IT Practices: making it easy to do the right thing
Safe IT Practices: making it easy to do the right thingSafe IT Practices: making it easy to do the right thing
Safe IT Practices: making it easy to do the right thing
 
Beyond EMR - so you've got an EMR - what next?
Beyond EMR - so you've got an EMR - what next?Beyond EMR - so you've got an EMR - what next?
Beyond EMR - so you've got an EMR - what next?
 
Empowered Health
Empowered HealthEmpowered Health
Empowered Health
 
Reducing hospitalisations and arrests of mental health patients through the u...
Reducing hospitalisations and arrests of mental health patients through the u...Reducing hospitalisations and arrests of mental health patients through the u...
Reducing hospitalisations and arrests of mental health patients through the u...
 
Using the EMR in early recognition and management of sepsis
Using the EMR in early recognition and management of sepsisUsing the EMR in early recognition and management of sepsis
Using the EMR in early recognition and management of sepsis
 
Allied Health and informatics: Identifying our voice - can you hear us?
Allied Health and informatics: Identifying our voice - can you hear us?Allied Health and informatics: Identifying our voice - can you hear us?
Allied Health and informatics: Identifying our voice - can you hear us?
 
Change in the data collection landscape: opportunity, possibilities and poten...
Change in the data collection landscape: opportunity, possibilities and poten...Change in the data collection landscape: opportunity, possibilities and poten...
Change in the data collection landscape: opportunity, possibilities and poten...
 
Overview of the New Zealand Maternity Clinical Information System
Overview of the New Zealand Maternity Clinical Information SystemOverview of the New Zealand Maternity Clinical Information System
Overview of the New Zealand Maternity Clinical Information System
 
Nhitb wednesday 9am plenary (sadhana first)
Nhitb wednesday 9am plenary (sadhana first)Nhitb wednesday 9am plenary (sadhana first)
Nhitb wednesday 9am plenary (sadhana first)
 
Oncology treatment patterns in the South Island
Oncology treatment patterns in the South IslandOncology treatment patterns in the South Island
Oncology treatment patterns in the South Island
 
Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...
 
Global trends in technology for retailers and how they are impacting the phar...
Global trends in technology for retailers and how they are impacting the phar...Global trends in technology for retailers and how they are impacting the phar...
Global trends in technology for retailers and how they are impacting the phar...
 
"Not flying under the radar": Developing an App for Patient-led Management of...
"Not flying under the radar": Developing an App for Patient-led Management of..."Not flying under the radar": Developing an App for Patient-led Management of...
"Not flying under the radar": Developing an App for Patient-led Management of...
 
The quantified self: Does personalised monitoring change everything?
The quantified self: Does personalised monitoring change everything?The quantified self: Does personalised monitoring change everything?
The quantified self: Does personalised monitoring change everything?
 

Dernier

Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Dipal Arora
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...chandars293
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...chandars293
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...CALL GIRLS
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...narwatsonia7
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Dernier (20)

Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
 

Mobile health: clinical aspects

  • 1. Mobile health: clinical aspects Dr Robyn Whittaker Health Informatics & Technology, NIHI Research & Innovation, Waitemata DHB The National Institute for Health Innovation
  • 2. mHealth research & development • Text messaging smoking cessation • Video messaging smoking cessation • Multimedia messaging depression prevention in adolescents • Text messaging & internet exercise prescription & support for cardiac patients • Text messaging weight loss programme • Text messaging brief intervention for problem alcohol drinking • Smartphone applications for data collection • Smartphone application linked to food database for nutrient advice • Tools & communication for people with diabetes
  • 3. mHealth programs can be HEALTHY BEHAVIOR • integrated into daily life CHANGE • proactive • there at the ‘right’ times • personal/ised CHRONIC DISEASE • interactive MANAGEMENT • on-going • providing social support
  • 6.
  • 7. “Spot, Sort, Do” Reality TV or ‘Youtube’ style Set challenges Video clips youth and celebs ‘Brotown’ Short catchy key style message in txt Animated 2 messages/day Educational cartoons for 2 months messages Access for mobile 12 months website Contacts & summary
  • 11. Conclusions It is possible to convert CBT into mobile phone messages, feasible to deliver such a programme, and acceptable to NZ teens The majority liked it and said they found it helpful
  • 12. Objective depression scores Unable to prove that MEMO works to prevent onset of depression • Our control programme or study processes (interviews with lovely RAs) worked as well • The group were Worsening scores uniformly ‘happy’ anyway and can’t improve much on that • The ‘dose’ was not sufficient to show an effect
  • 13. Heart Exercise and Remote Technologies (HEART): A Randomized Controlled Trial ISO 9001 Registered
  • 14. Intervention • Fully automated program of SMS via mobile phones – Exercise prescription – Behavior change strategies • Role model video messages accessed via secure website • Self-efficacy theory – Task – Barrier – Scheduling
  • 15. RCT • 170 participants with CVD • Primary outcome change in VO2max • Secondary outcomes – 6 min walk test – Self-reported PA – HRQoL – Cost-effectiveness • Recruitment finished
  • 16. Approach to development - Whittaker 2012, Journal of Health Communication – Start with the problem – Conceptualisation • Experts and target audience • Use evidence & theory – End-users involved through-out – Consider implementation from start – Pre-test & refine – Test in high quality research studies – Publish/make publicly available
  • 17. People with diabetes • Regular blood glucose monitoring & frequent contact with health providers improves control of diabetes • Better control delays or prevents costly & debilitating consequences – Blindness, lower limb amputations, kidney disease, heart disease • Growing evidence that mHealth solutions can enhance self-management & improve control
  • 18. mHealth interventions • Reminder text messages for monitoring • Diary functions to collect data on insulin/glucose/diet/activities – Education & practical tips on how to manage diabetes – Individualised automated advice based on readings – Enhancing self-efficacy for control – Integrating with providers
  • 19. End-user input • Expert Advisors/clinical teams • Maori Advisory Group • Focus groups • Interviews • Demonstrating existing tools – Identifying needs and barriers to self-management
  • 20. Guiding principles • Theory eg. Social cognitive - enhancing self- efficacy • Illness perceptions • Behaviour change techniques – short term goals, motivation, positive reinforcement, reminders/scheduling, self-monitoring & feedback, role modelling/observational learning, social support • User-friendly options
  • 21. Implementation • Integration into clinical practice and health information systems • Shared Care Plan platform – Primary care, secondary care, community, patient and caregivers – Graphical visualisation of patient-reported data
  • 23.
  • 24. Other DHB work • Text messaging integrated into DHB systems for clinical and non-clinical uses • Trial of smartphone-based paging system • Systems to support community-based ambulatory workers • Clinical apps
  • 25.
  • 26. Issues with mHealth in clinical practice • Privacy of personal health information • Health information security, hosting • Infrastructure: wifi & 3G access in hospitals • BYOD: registration of devices, health information on devices, evidence-based apps • Clinical: integrated models of care, understanding of potential value • Patient engagement
  • 27. Overall lessons • Make sure mobile is the right tool and if so optimize the benefits of using mobile • Decide on guiding principles & logistics • Involve target audience in development & use their input/feedback • Do it well!