SlideShare ist ein Scribd-Unternehmen logo
1 von 46
  Associate Professor  Department of Health Policy, Management and Evaluation, University of Toronto; Canada Senior Scientist ,  Centre for Global eHealth Innovation, Division of Medical Decision Making and Health Care Research;  Toronto General Research Institute of the UHN, Toronto General Hospital, Canada   Challenges in evaluating eHealth applications Visiting Professor, Faculty of Behavioural Sciences University of Twente,  The Netherlands Editor & Publisher, Journal of Medical Internet Research (www.JMIR.org) Keynote at “Supporting Health by Technology II”, Enschede, NL, May 28th, 2009 Gunther  Eysenbach MD MPH Gunther  Eysenbach MD MPH
 
 
The ethnic theory of plane crashes (Chapter in “Outliers” by Malcolm Gladwell)
“ The single most important variable in determining whether a plane crashes is not the plane, it's not the maintenance, it's not the weather, it's the culture the pilot comes from. Planes are flown safely when the pilot and co-pilot are in open and honest communication. And in cultures where it is difficult for a junior person to speak openly to a superior, you have lots of plane crashes.” (Source: Gladwell)
Power Distance Index (P.D.I.) [Geert Hofstede] = measurement of how much a particular culture values and respects authority. Countries with a high P.D.I. generally value being more deferential towards authority, and thus not contradicting a superior.
Analogies to Healthcare ,[object Object],[object Object],[object Object]
Eysenbach. Random Research Rants (Blog) http://www.webcitation.org/5h5jkooUX
Why patient empowerment / patient involvement? ,[object Object],[object Object],[object Object]
Community (listserv) Communication (email) Content (WWW) stress anxiety depression Public with peers  (P2P) with health professionals  (P2D) Private  with family & friends Self- efficacy Doctor- patient- communication Virtual   social support (weak ties) Realistic expectations satisfaction confusion Benefit pathway Harm pathway information Asking right questions Local social support (strong ties) Θ Increases Decreases Θ Θ Positive health outcomes knowledge Θ   (?) Θ Shared decision  making/ compliance Too much /  low quality Tailored / high quality Θ Θ loneliness Θ Eysenbach G. The impact of the Internet on cancer outcomes.  CA Cancer J Clin  2003; 53(6): 356-371  “ Internet” О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О +
“ It saved me spiritually and psychologically,” she says. “ I could compare notes with patients around the world, and I have made friends through [this mailing list] that rival lifelong relationships.” Anecdotes suggest that (p2p) online services have an impact on patients…
“ Until I discovered Internet support, my experience of parent support had been both positive and beneficial. The Internet changed all that. During a downturn in my daughter's health it was suggested to me to join the Internet community associated with her disorder and (…) I decided to give it a try. What followed has been an experience that added to my trauma beyond what words could express.” ..though not all of them are only positive…
Challenges in evaluating eHealth interventions
Meyer B, Berger T, Caspar F, Beevers CG, Andersson G, Weiss M Effectiveness of a Novel Integrative Online Treatment for Depression (Deprexis): Randomized Controlled Trial J Med Internet Res 2009;11(2):e15 URL: http://www.jmir.org/2009/2/e15/ The Gold Standard: Randomized  Controlled  Trial
Problem: Adherence => Attrition RCT open Eysenbach G The Law of Attrition J Med Internet Res 2005;7(1):e11 <URL: http://www.jmir.org/2005/1/e11/>
www.JMIR.org
“ Predictors of adherence included disease severity, treatment length, and chronicity. “ Christensen H, Griffiths KM, Farrer L Adherence in Internet Interventions for Anxiety and Depression J Med Internet Res 2009;11(2):e13 URL: http://www.jmir.org/2009/2/e13/
What drives / motivates consumers + patients? Healthy Acute Condition Chronic/Severe Condition Motivation
Ease of use Usability User-centered Design Other predictors for attrition / lack of adherence
Essential: Needs assessment, formative evaluation, usability testing (iterative & ongoing) ,[object Object],[object Object],[object Object]
 
Gaps between patient and provider needs / expectations ,[object Object],[object Object],Expectations of Patients and Physicians Regarding Patient-Accessible Medical Records   Stephen E Ross, MD, Jamie Todd, MS-IV, Laurie A Moore, MPH, Brenda L Beaty, MSPH, Loretta Wittevrongel, Chen-Tan Lin, MD  J Med Internet Res 2005 (May 24); 7(2):e13
Gaps between patient and provider needs / expectations Credits: Selina Brudnicki & Claudette DeLenardo
Gaps between patient and provider needs / expectations Credits: Selina Brudnicki & Claudette DeLenardo
Ease of use People will  not  enter health information to a significant degree…
… (perhaps there are some exceptions)…
… rather, eHealth sites / PHR (or PHA platform) must be populated seamlessly and effortlessly… Web 2.0 (collaborative, data entered by others) Mobile technologies, SMS Domotics, Ambient, pervasive computing, Intelligent car Applications with geospatial awareness Electronic Medical Record (Provider) PHR /  PHA Platform Natural speech interfaces Personal Monitoring Tools
Sorbi MJ, Mak SB, Houtveen JH, Kleiboer AM, van Doornen LJP Mobile Web-Based Monitoring and Coaching: Feasibility in Chronic Migraine J Med Internet Res 2007;9(5):e38 <URL: http://www.jmir.org/2007/5/e38/>  Health issues do not only occur at home - mobile interfaces are essential
Intelligent spoon
 
 
But even ubiquitous computing / sensors is not always appropriate and accepted
“ I wouldn't want to track (a variable or in general) because tracking would…  “ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Beaudin JS, Intille SS, Morris ME To Track or Not to Track: User Reactions to Concepts in Longitudinal Health Monitoring J Med Internet Res 2006;8(4):e29 <URL: http://www.jmir.org/2006/4/e29/>
Communities / peer-pressure as a tool to enhance adherence
Social Uses of Personal Health Information Within PatientsLikeMe, an Online Patient Community:  What Can Happen When Patients Have Access to One Another’s Data   Jeana H Frost, Michael P. Massagli  J Med Internet Res 2008 (May 27); 10(3):e15
http://en.wikipedia.org/wiki/Image:Web20_en.png
Medicine 2.0  (“next generation medicine”) From: Gunther Eysenbach. Medicine 2.0: Social Networking, Collaboration, Participation, Apomediation, and Openness J Med Internet Res 2008; 10(3):e22 http://dx.doi.org/  10.2196/jmir.1030   DOI: 10.2196/jmir.1030 Gunther Eysenbach MD, MPH ,  www.medicine20congress.com Consumer / Patient Health Professionals Biomedical Researchers Science 2.0 Peer-review 2.0 Personal Health Record 2.0 Virtual Communities (peer-to-peer) Professional Communities (peer-to-peer) Health 2.0 HealthVault Google Health HealthBook  Sermo WebCite CiteULike Medting WiserWiki eDoctr BioWizard Dissect Medicine E-learning PLoS One BMC JMIR Wikis Blogs RSS RDF, Semantic Web Virtual Worlds Web 2.0 Technologies & Approaches Apomediation Participation Social Networking Collaboration XML AJAX Openess Revolution Health PatientsLikeMe PeerClip Connotea ALIVE HealthMap caBIG Doctorshangout.com Asklepios
Gunther Eysenbach MD, MPH ,  www.medicine20congress.com September 17-18, 2009 
Venkatesh,Viswanath;Morris,Michael G.;Davis,Gordon B.;Davis,Fred D., “User acceptance of information technology: Toward a unified view”, MIS Quarterly, 2003, 27, 3, 425-478.
Teresa Chiu, PhD Thesis, University of Toronto
Reporting Attrition/Adherence ,[object Object],[object Object],Image source: Meyer B, Berger T, Caspar F, Beevers CG, Andersson G, Weiss M Effectiveness of a Novel Integrative Online Treatment for Depression (Deprexis): Randomized Controlled Trial J Med Internet Res 2009;11(2):e15 URL: http://www.jmir.org/2009/2/e15/
Dealing with Attrition/Adherence ,[object Object],[object Object],[object Object]
Challenge 2:  The problem of “controlling” the control group ,[object Object],[object Object],[object Object],Eysenbach G Issues in evaluating health websites in an Internet-based randomized controlled trial J Med Internet Res 2002;4(3):e17 <URL: http://www.jmir.org/2002/3/e17/>
Challenge 3: Re-registration, participant identity ,[object Object],[object Object],Murray E, Khadjesari Z, White IR, Kalaitzaki E, Godfrey C, McCambridge J, Thompson SG, Wallace P Methodological Challenges in Online Trials J Med Internet Res 2009;11(1):e9 URL: http://www.jmir.org/2009/2/e9/
Other challenges ,[object Object],[object Object],[object Object],[object Object],Murray E, Khadjesari Z, White IR, Kalaitzaki E, Godfrey C, McCambridge J, Thompson SG, Wallace P Methodological Challenges in Online Trials J Med Internet Res 2009;11(1):e9 URL: http://www.jmir.org/2009/2/e9/
Thank you!

Weitere ähnliche Inhalte

Was ist angesagt?

Self tracking, Sensors, and mHealth: Trends and Opportunities
Self tracking, Sensors, and mHealth: Trends and OpportunitiesSelf tracking, Sensors, and mHealth: Trends and Opportunities
Self tracking, Sensors, and mHealth: Trends and Opportunitiesctorgan
 
ethical dilemma ppr NEP for linkedin
ethical dilemma ppr NEP for linkedinethical dilemma ppr NEP for linkedin
ethical dilemma ppr NEP for linkedinTiffany Becerra
 
Mobile applications, physical activity and online social networking. A match...
Mobile applications, physical activity and online social networking.  A match...Mobile applications, physical activity and online social networking.  A match...
Mobile applications, physical activity and online social networking. A match...Ted Vickey
 
Thesis Proposal, as presented for dissertation proposal defense
Thesis Proposal, as presented for dissertation proposal defenseThesis Proposal, as presented for dissertation proposal defense
Thesis Proposal, as presented for dissertation proposal defenseHeather Piwowar
 
Integrating openIMIS in the Undergraduate and Postgraduate Medical Curriculum
Integrating openIMIS in the Undergraduate and Postgraduate Medical CurriculumIntegrating openIMIS in the Undergraduate and Postgraduate Medical Curriculum
Integrating openIMIS in the Undergraduate and Postgraduate Medical CurriculumIris Thiele Isip-Tan
 
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...Artificial Intelligence Institute at UofSC
 
SkinnerJ_FinalPaper
SkinnerJ_FinalPaperSkinnerJ_FinalPaper
SkinnerJ_FinalPaperJake Skinner
 
The Future of Diabetes Management: New Technologies and Social Networking
The Future of Diabetes Management: New Technologies and Social NetworkingThe Future of Diabetes Management: New Technologies and Social Networking
The Future of Diabetes Management: New Technologies and Social NetworkingAaron Neinstein
 
1112 social media and public health
1112 social media and public health1112 social media and public health
1112 social media and public healthMélodie YunJu Song
 
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ...
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ..."Patient Engagement is Changing What’s Possible" - Alberta Health Services ...
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ...e-Patient Dave deBronkart
 
Social Media Research: Partnering with Academia
Social Media Research: Partnering with AcademiaSocial Media Research: Partnering with Academia
Social Media Research: Partnering with AcademiaKevin Clauson
 
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...Smart Data in Health – How we will exploit personal, clinical, and social “Bi...
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...Amit Sheth
 
Ethical Considerations in the use of Social Media (L. Gelinas)
Ethical Considerations in the use of Social Media (L. Gelinas)Ethical Considerations in the use of Social Media (L. Gelinas)
Ethical Considerations in the use of Social Media (L. Gelinas)Esmeralda Casas-Silva, Ph.D.
 
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...Health IT Conference – iHT2
 
Communicating Health Research on Social Media
Communicating Health Research on Social MediaCommunicating Health Research on Social Media
Communicating Health Research on Social MediaIris Thiele Isip-Tan
 

Was ist angesagt? (20)

Self tracking, Sensors, and mHealth: Trends and Opportunities
Self tracking, Sensors, and mHealth: Trends and OpportunitiesSelf tracking, Sensors, and mHealth: Trends and Opportunities
Self tracking, Sensors, and mHealth: Trends and Opportunities
 
ethical dilemma ppr NEP for linkedin
ethical dilemma ppr NEP for linkedinethical dilemma ppr NEP for linkedin
ethical dilemma ppr NEP for linkedin
 
Mobile applications, physical activity and online social networking. A match...
Mobile applications, physical activity and online social networking.  A match...Mobile applications, physical activity and online social networking.  A match...
Mobile applications, physical activity and online social networking. A match...
 
Opening keynote at AANP 2014
Opening keynote at AANP 2014Opening keynote at AANP 2014
Opening keynote at AANP 2014
 
Thesis Proposal, as presented for dissertation proposal defense
Thesis Proposal, as presented for dissertation proposal defenseThesis Proposal, as presented for dissertation proposal defense
Thesis Proposal, as presented for dissertation proposal defense
 
Integrating openIMIS in the Undergraduate and Postgraduate Medical Curriculum
Integrating openIMIS in the Undergraduate and Postgraduate Medical CurriculumIntegrating openIMIS in the Undergraduate and Postgraduate Medical Curriculum
Integrating openIMIS in the Undergraduate and Postgraduate Medical Curriculum
 
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...
Knowledge-driven Personalized Contextual mHealth Service for Asthma Managemen...
 
Comparisons of Internet usage characteristics by youth self-reported depressi...
Comparisons of Internet usage characteristics by youth self-reported depressi...Comparisons of Internet usage characteristics by youth self-reported depressi...
Comparisons of Internet usage characteristics by youth self-reported depressi...
 
SkinnerJ_FinalPaper
SkinnerJ_FinalPaperSkinnerJ_FinalPaper
SkinnerJ_FinalPaper
 
Mizou
MizouMizou
Mizou
 
Ashutosh Jadhav PhD Defense: Knowledge Driven Search Intent Mining
Ashutosh Jadhav PhD Defense: Knowledge Driven Search Intent MiningAshutosh Jadhav PhD Defense: Knowledge Driven Search Intent Mining
Ashutosh Jadhav PhD Defense: Knowledge Driven Search Intent Mining
 
The Future of Diabetes Management: New Technologies and Social Networking
The Future of Diabetes Management: New Technologies and Social NetworkingThe Future of Diabetes Management: New Technologies and Social Networking
The Future of Diabetes Management: New Technologies and Social Networking
 
1112 social media and public health
1112 social media and public health1112 social media and public health
1112 social media and public health
 
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ...
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ..."Patient Engagement is Changing What’s Possible" - Alberta Health Services ...
"Patient Engagement is Changing What’s Possible" - Alberta Health Services ...
 
Social Media Research: Partnering with Academia
Social Media Research: Partnering with AcademiaSocial Media Research: Partnering with Academia
Social Media Research: Partnering with Academia
 
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...Smart Data in Health – How we will exploit personal, clinical, and social “Bi...
Smart Data in Health – How we will exploit personal, clinical, and social “Bi...
 
Reasons, assessments, and actions taken: A national study of consumer use of ...
Reasons, assessments, and actions taken: A national study of consumer use of ...Reasons, assessments, and actions taken: A national study of consumer use of ...
Reasons, assessments, and actions taken: A national study of consumer use of ...
 
Ethical Considerations in the use of Social Media (L. Gelinas)
Ethical Considerations in the use of Social Media (L. Gelinas)Ethical Considerations in the use of Social Media (L. Gelinas)
Ethical Considerations in the use of Social Media (L. Gelinas)
 
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...
iHT² Health IT Summit Seattle 2013 - Josephine Briggs, MD, National Center fo...
 
Communicating Health Research on Social Media
Communicating Health Research on Social MediaCommunicating Health Research on Social Media
Communicating Health Research on Social Media
 

Andere mochten auch

Brooks Home Sleep Studies: Natural Synergy with Corporate Social Responsibility
Brooks Home Sleep Studies: Natural Synergy with Corporate Social ResponsibilityBrooks Home Sleep Studies: Natural Synergy with Corporate Social Responsibility
Brooks Home Sleep Studies: Natural Synergy with Corporate Social ResponsibilityMelissa Bynes- Brooks, MBA, RPSGT, CRT
 
Developing of a web-based application to facilitate patient treatment adheren...
Developing of a web-based application to facilitate patient treatment adheren...Developing of a web-based application to facilitate patient treatment adheren...
Developing of a web-based application to facilitate patient treatment adheren...Gunther Eysenbach
 
Sleep disorders
Sleep disordersSleep disorders
Sleep disordersyalewarner
 
Sleep Disorders
Sleep DisordersSleep Disorders
Sleep Disorders000 07
 
Sleep hygiene
Sleep hygieneSleep hygiene
Sleep hygieneAparna Ks
 
SLEEP AND ITS DISORDERS
SLEEP AND ITS DISORDERSSLEEP AND ITS DISORDERS
SLEEP AND ITS DISORDERSJoslin Joseph
 
Sleep scoring guidelines santosh
Sleep scoring guidelines santoshSleep scoring guidelines santosh
Sleep scoring guidelines santoshSantosh Jha
 
Obstructive sleep apnea (osa) lmc
Obstructive sleep apnea (osa) lmcObstructive sleep apnea (osa) lmc
Obstructive sleep apnea (osa) lmcNadav Krasner
 
Etiology Of Obstructive sleep apnea
Etiology Of Obstructive sleep apneaEtiology Of Obstructive sleep apnea
Etiology Of Obstructive sleep apneaFaizan Ali
 
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OF
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OFPhD Thesis: STUDY OF THE CLINICAL PREDICTORS OF
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OFAkm Mosharraf Hossain
 
Obstructive sleep Apnea
Obstructive sleep ApneaObstructive sleep Apnea
Obstructive sleep ApneaRikin Hasnani
 
Dream to learn
Dream to learnDream to learn
Dream to learnpumabeth
 
Diagnosis and investigations of Obstructive sleep apnea
Diagnosis and investigations of Obstructive sleep apneaDiagnosis and investigations of Obstructive sleep apnea
Diagnosis and investigations of Obstructive sleep apneaFaizan Ali
 
The role of cilostazol for the treatment of
The role of cilostazol for the treatment ofThe role of cilostazol for the treatment of
The role of cilostazol for the treatment ofuvcd
 

Andere mochten auch (20)

Sleep Study
Sleep StudySleep Study
Sleep Study
 
Brooks Home Sleep Studies: Natural Synergy with Corporate Social Responsibility
Brooks Home Sleep Studies: Natural Synergy with Corporate Social ResponsibilityBrooks Home Sleep Studies: Natural Synergy with Corporate Social Responsibility
Brooks Home Sleep Studies: Natural Synergy with Corporate Social Responsibility
 
Developing of a web-based application to facilitate patient treatment adheren...
Developing of a web-based application to facilitate patient treatment adheren...Developing of a web-based application to facilitate patient treatment adheren...
Developing of a web-based application to facilitate patient treatment adheren...
 
Sleepstudy Assingment
Sleepstudy Assingment Sleepstudy Assingment
Sleepstudy Assingment
 
Sleep disorders
Sleep disordersSleep disorders
Sleep disorders
 
Sleep Disorders
Sleep DisordersSleep Disorders
Sleep Disorders
 
Sleep hygiene
Sleep hygieneSleep hygiene
Sleep hygiene
 
SLEEP AND ITS DISORDERS
SLEEP AND ITS DISORDERSSLEEP AND ITS DISORDERS
SLEEP AND ITS DISORDERS
 
Sleep scoring guidelines santosh
Sleep scoring guidelines santoshSleep scoring guidelines santosh
Sleep scoring guidelines santosh
 
Obstructive sleep apnea (osa) lmc
Obstructive sleep apnea (osa) lmcObstructive sleep apnea (osa) lmc
Obstructive sleep apnea (osa) lmc
 
Etiology Of Obstructive sleep apnea
Etiology Of Obstructive sleep apneaEtiology Of Obstructive sleep apnea
Etiology Of Obstructive sleep apnea
 
Scoring sleep 2013 webinar n2sleep
Scoring sleep 2013 webinar n2sleepScoring sleep 2013 webinar n2sleep
Scoring sleep 2013 webinar n2sleep
 
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OF
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OFPhD Thesis: STUDY OF THE CLINICAL PREDICTORS OF
PhD Thesis: STUDY OF THE CLINICAL PREDICTORS OF
 
Obstructive sleep Apnea
Obstructive sleep ApneaObstructive sleep Apnea
Obstructive sleep Apnea
 
Dream to learn
Dream to learnDream to learn
Dream to learn
 
Journal review nmo
Journal review nmoJournal review nmo
Journal review nmo
 
Sleep disorders
Sleep disordersSleep disorders
Sleep disorders
 
Sleep Disorders
Sleep DisordersSleep Disorders
Sleep Disorders
 
Diagnosis and investigations of Obstructive sleep apnea
Diagnosis and investigations of Obstructive sleep apneaDiagnosis and investigations of Obstructive sleep apnea
Diagnosis and investigations of Obstructive sleep apnea
 
The role of cilostazol for the treatment of
The role of cilostazol for the treatment ofThe role of cilostazol for the treatment of
The role of cilostazol for the treatment of
 

Ähnlich wie Challenges in evaluating eHealth applications

Fattori - 50 abstracts of e patient. In collaborazione con Monica Daghio
Fattori - 50 abstracts of e patient. In collaborazione con Monica DaghioFattori - 50 abstracts of e patient. In collaborazione con Monica Daghio
Fattori - 50 abstracts of e patient. In collaborazione con Monica DaghioGiuseppe Fattori
 
Social Media and the Patient's Role
Social Media and the Patient's RoleSocial Media and the Patient's Role
Social Media and the Patient's RoleAndrew Guvetis
 
Role of standards, consumer education and media literacy
Role of standards, consumer education and media literacyRole of standards, consumer education and media literacy
Role of standards, consumer education and media literacyFrancisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Francisco J Grajales III
 

Ähnlich wie Challenges in evaluating eHealth applications (20)

Fattori - 50 abstracts of e patient. In collaborazione con Monica Daghio
Fattori - 50 abstracts of e patient. In collaborazione con Monica DaghioFattori - 50 abstracts of e patient. In collaborazione con Monica Daghio
Fattori - 50 abstracts of e patient. In collaborazione con Monica Daghio
 
Social Media and the Patient's Role
Social Media and the Patient's RoleSocial Media and the Patient's Role
Social Media and the Patient's Role
 
Internet consumers pptxx
Internet consumers pptxxInternet consumers pptxx
Internet consumers pptxx
 
Role of standards, consumer education and media literacy
Role of standards, consumer education and media literacyRole of standards, consumer education and media literacy
Role of standards, consumer education and media literacy
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 
Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...Quality and safety of health information on the Internet: Who decides and ho...
Quality and safety of health information on the Internet: Who decides and ho...
 

Mehr von Gunther Eysenbach

How to get your ehealth / mhealth research published
How to get your ehealth / mhealth research publishedHow to get your ehealth / mhealth research published
How to get your ehealth / mhealth research publishedGunther Eysenbach
 
Ethics in Infodemiology and Public Health 2.0
Ethics in Infodemiology and Public Health 2.0Ethics in Infodemiology and Public Health 2.0
Ethics in Infodemiology and Public Health 2.0Gunther Eysenbach
 
AMIA 2013 Social Medica Panel
AMIA 2013 Social Medica PanelAMIA 2013 Social Medica Panel
AMIA 2013 Social Medica PanelGunther Eysenbach
 
Hacking health Healtbook Pitch
Hacking health Healtbook PitchHacking health Healtbook Pitch
Hacking health Healtbook PitchGunther Eysenbach
 
How to post you slides/poster on the Medicine 2.0 event page at Slideshare
How to post you slides/poster on the Medicine 2.0 event page at SlideshareHow to post you slides/poster on the Medicine 2.0 event page at Slideshare
How to post you slides/poster on the Medicine 2.0 event page at SlideshareGunther Eysenbach
 
Twitter in the age of pandemics: Infodemiology and Infoveillance
Twitter in the age of pandemics: Infodemiology and InfoveillanceTwitter in the age of pandemics: Infodemiology and Infoveillance
Twitter in the age of pandemics: Infodemiology and InfoveillanceGunther Eysenbach
 
Opening Speech Medicine 2.0'11, Eysenbach
Opening Speech Medicine 2.0'11, EysenbachOpening Speech Medicine 2.0'11, Eysenbach
Opening Speech Medicine 2.0'11, EysenbachGunther Eysenbach
 
Open Access Publishing - The Journal of Medical Internet Research
Open Access Publishing - The Journal of Medical Internet ResearchOpen Access Publishing - The Journal of Medical Internet Research
Open Access Publishing - The Journal of Medical Internet ResearchGunther Eysenbach
 
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...10 Years Experience in Pioneering Open Access Publishing in Health Informatic...
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...Gunther Eysenbach
 
Chair In Health Information (Chair Proposal)
Chair In Health Information (Chair Proposal)Chair In Health Information (Chair Proposal)
Chair In Health Information (Chair Proposal)Gunther Eysenbach
 
Medicine 2.0 09 Opening Talk
Medicine 2.0 09 Opening TalkMedicine 2.0 09 Opening Talk
Medicine 2.0 09 Opening TalkGunther Eysenbach
 
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...Gunther Eysenbach
 
Mobile Medicine 20 [5 Cr3 1330 Paton]
Mobile Medicine 20 [5 Cr3 1330 Paton]Mobile Medicine 20 [5 Cr3 1330 Paton]
Mobile Medicine 20 [5 Cr3 1330 Paton]Gunther Eysenbach
 
Medical Bloggers [4 Aud 1100 Kaplan}
Medical Bloggers [4 Aud 1100 Kaplan}Medical Bloggers [4 Aud 1100 Kaplan}
Medical Bloggers [4 Aud 1100 Kaplan}Gunther Eysenbach
 
Medical Bloggers [4 Aud 1100 Murray]
Medical Bloggers [4 Aud 1100 Murray]Medical Bloggers [4 Aud 1100 Murray]
Medical Bloggers [4 Aud 1100 Murray]Gunther Eysenbach
 
Medical Bloggers [4 Aud 1100 Mccabegorman}
Medical Bloggers [4 Aud 1100 Mccabegorman}Medical Bloggers [4 Aud 1100 Mccabegorman}
Medical Bloggers [4 Aud 1100 Mccabegorman}Gunther Eysenbach
 
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...Gunther Eysenbach
 
Medical education and building an on-line reputation in the world wide web 2....
Medical education and building an on-line reputation in the world wide web 2....Medical education and building an on-line reputation in the world wide web 2....
Medical education and building an on-line reputation in the world wide web 2....Gunther Eysenbach
 
Virtual Health Platform [05 Cr2 Cabrer Platform]
Virtual Health Platform [05 Cr2 Cabrer  Platform]Virtual Health Platform [05 Cr2 Cabrer  Platform]
Virtual Health Platform [05 Cr2 Cabrer Platform]Gunther Eysenbach
 
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...Gunther Eysenbach
 

Mehr von Gunther Eysenbach (20)

How to get your ehealth / mhealth research published
How to get your ehealth / mhealth research publishedHow to get your ehealth / mhealth research published
How to get your ehealth / mhealth research published
 
Ethics in Infodemiology and Public Health 2.0
Ethics in Infodemiology and Public Health 2.0Ethics in Infodemiology and Public Health 2.0
Ethics in Infodemiology and Public Health 2.0
 
AMIA 2013 Social Medica Panel
AMIA 2013 Social Medica PanelAMIA 2013 Social Medica Panel
AMIA 2013 Social Medica Panel
 
Hacking health Healtbook Pitch
Hacking health Healtbook PitchHacking health Healtbook Pitch
Hacking health Healtbook Pitch
 
How to post you slides/poster on the Medicine 2.0 event page at Slideshare
How to post you slides/poster on the Medicine 2.0 event page at SlideshareHow to post you slides/poster on the Medicine 2.0 event page at Slideshare
How to post you slides/poster on the Medicine 2.0 event page at Slideshare
 
Twitter in the age of pandemics: Infodemiology and Infoveillance
Twitter in the age of pandemics: Infodemiology and InfoveillanceTwitter in the age of pandemics: Infodemiology and Infoveillance
Twitter in the age of pandemics: Infodemiology and Infoveillance
 
Opening Speech Medicine 2.0'11, Eysenbach
Opening Speech Medicine 2.0'11, EysenbachOpening Speech Medicine 2.0'11, Eysenbach
Opening Speech Medicine 2.0'11, Eysenbach
 
Open Access Publishing - The Journal of Medical Internet Research
Open Access Publishing - The Journal of Medical Internet ResearchOpen Access Publishing - The Journal of Medical Internet Research
Open Access Publishing - The Journal of Medical Internet Research
 
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...10 Years Experience in Pioneering Open Access Publishing in Health Informatic...
10 Years Experience in Pioneering Open Access Publishing in Health Informatic...
 
Chair In Health Information (Chair Proposal)
Chair In Health Information (Chair Proposal)Chair In Health Information (Chair Proposal)
Chair In Health Information (Chair Proposal)
 
Medicine 2.0 09 Opening Talk
Medicine 2.0 09 Opening TalkMedicine 2.0 09 Opening Talk
Medicine 2.0 09 Opening Talk
 
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...
Infodemiology, Infoveillance, Twitter- and Google-based Surveillance: The Inf...
 
Mobile Medicine 20 [5 Cr3 1330 Paton]
Mobile Medicine 20 [5 Cr3 1330 Paton]Mobile Medicine 20 [5 Cr3 1330 Paton]
Mobile Medicine 20 [5 Cr3 1330 Paton]
 
Medical Bloggers [4 Aud 1100 Kaplan}
Medical Bloggers [4 Aud 1100 Kaplan}Medical Bloggers [4 Aud 1100 Kaplan}
Medical Bloggers [4 Aud 1100 Kaplan}
 
Medical Bloggers [4 Aud 1100 Murray]
Medical Bloggers [4 Aud 1100 Murray]Medical Bloggers [4 Aud 1100 Murray]
Medical Bloggers [4 Aud 1100 Murray]
 
Medical Bloggers [4 Aud 1100 Mccabegorman}
Medical Bloggers [4 Aud 1100 Mccabegorman}Medical Bloggers [4 Aud 1100 Mccabegorman}
Medical Bloggers [4 Aud 1100 Mccabegorman}
 
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...
Opening Talk: Social Networking and Web 2.0 Applications in Medicine and Heal...
 
Medical education and building an on-line reputation in the world wide web 2....
Medical education and building an on-line reputation in the world wide web 2....Medical education and building an on-line reputation in the world wide web 2....
Medical education and building an on-line reputation in the world wide web 2....
 
Virtual Health Platform [05 Cr2 Cabrer Platform]
Virtual Health Platform [05 Cr2 Cabrer  Platform]Virtual Health Platform [05 Cr2 Cabrer  Platform]
Virtual Health Platform [05 Cr2 Cabrer Platform]
 
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...
Usage of Semantic Web Technologies (Web 3.0) Aiming to Facilitate the Utilisa...
 

Kürzlich hochgeladen

Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...karishmasinghjnh
 
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...Namrata Singh
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...chetankumar9855
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...adilkhan87451
 
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Anamika Rawat
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Anamika Rawat
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Sheetaleventcompany
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...parulsinha
 
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Sheetaleventcompany
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...mahaiklolahd
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...khalifaescort01
 
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
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...chandars293
 
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...chennailover
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426jennyeacort
 

Kürzlich hochgeladen (20)

Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
 
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
Call Girls Kolkata Kalikapur 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Girl Se...
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
 
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Madurai Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
 
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...
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
 
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
 
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 

Challenges in evaluating eHealth applications

  • 1. Associate Professor  Department of Health Policy, Management and Evaluation, University of Toronto; Canada Senior Scientist ,  Centre for Global eHealth Innovation, Division of Medical Decision Making and Health Care Research;  Toronto General Research Institute of the UHN, Toronto General Hospital, Canada Challenges in evaluating eHealth applications Visiting Professor, Faculty of Behavioural Sciences University of Twente, The Netherlands Editor & Publisher, Journal of Medical Internet Research (www.JMIR.org) Keynote at “Supporting Health by Technology II”, Enschede, NL, May 28th, 2009 Gunther Eysenbach MD MPH Gunther Eysenbach MD MPH
  • 2.  
  • 3.  
  • 4. The ethnic theory of plane crashes (Chapter in “Outliers” by Malcolm Gladwell)
  • 5. “ The single most important variable in determining whether a plane crashes is not the plane, it's not the maintenance, it's not the weather, it's the culture the pilot comes from. Planes are flown safely when the pilot and co-pilot are in open and honest communication. And in cultures where it is difficult for a junior person to speak openly to a superior, you have lots of plane crashes.” (Source: Gladwell)
  • 6. Power Distance Index (P.D.I.) [Geert Hofstede] = measurement of how much a particular culture values and respects authority. Countries with a high P.D.I. generally value being more deferential towards authority, and thus not contradicting a superior.
  • 7.
  • 8. Eysenbach. Random Research Rants (Blog) http://www.webcitation.org/5h5jkooUX
  • 9.
  • 10. Community (listserv) Communication (email) Content (WWW) stress anxiety depression Public with peers (P2P) with health professionals (P2D) Private with family & friends Self- efficacy Doctor- patient- communication Virtual social support (weak ties) Realistic expectations satisfaction confusion Benefit pathway Harm pathway information Asking right questions Local social support (strong ties) Θ Increases Decreases Θ Θ Positive health outcomes knowledge Θ (?) Θ Shared decision making/ compliance Too much / low quality Tailored / high quality Θ Θ loneliness Θ Eysenbach G. The impact of the Internet on cancer outcomes. CA Cancer J Clin 2003; 53(6): 356-371 “ Internet” О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О + О +
  • 11. “ It saved me spiritually and psychologically,” she says. “ I could compare notes with patients around the world, and I have made friends through [this mailing list] that rival lifelong relationships.” Anecdotes suggest that (p2p) online services have an impact on patients…
  • 12. “ Until I discovered Internet support, my experience of parent support had been both positive and beneficial. The Internet changed all that. During a downturn in my daughter's health it was suggested to me to join the Internet community associated with her disorder and (…) I decided to give it a try. What followed has been an experience that added to my trauma beyond what words could express.” ..though not all of them are only positive…
  • 13. Challenges in evaluating eHealth interventions
  • 14. Meyer B, Berger T, Caspar F, Beevers CG, Andersson G, Weiss M Effectiveness of a Novel Integrative Online Treatment for Depression (Deprexis): Randomized Controlled Trial J Med Internet Res 2009;11(2):e15 URL: http://www.jmir.org/2009/2/e15/ The Gold Standard: Randomized Controlled Trial
  • 15. Problem: Adherence => Attrition RCT open Eysenbach G The Law of Attrition J Med Internet Res 2005;7(1):e11 <URL: http://www.jmir.org/2005/1/e11/>
  • 17. “ Predictors of adherence included disease severity, treatment length, and chronicity. “ Christensen H, Griffiths KM, Farrer L Adherence in Internet Interventions for Anxiety and Depression J Med Internet Res 2009;11(2):e13 URL: http://www.jmir.org/2009/2/e13/
  • 18. What drives / motivates consumers + patients? Healthy Acute Condition Chronic/Severe Condition Motivation
  • 19. Ease of use Usability User-centered Design Other predictors for attrition / lack of adherence
  • 20.
  • 21.  
  • 22.
  • 23. Gaps between patient and provider needs / expectations Credits: Selina Brudnicki & Claudette DeLenardo
  • 24. Gaps between patient and provider needs / expectations Credits: Selina Brudnicki & Claudette DeLenardo
  • 25. Ease of use People will not enter health information to a significant degree…
  • 26. … (perhaps there are some exceptions)…
  • 27. … rather, eHealth sites / PHR (or PHA platform) must be populated seamlessly and effortlessly… Web 2.0 (collaborative, data entered by others) Mobile technologies, SMS Domotics, Ambient, pervasive computing, Intelligent car Applications with geospatial awareness Electronic Medical Record (Provider) PHR / PHA Platform Natural speech interfaces Personal Monitoring Tools
  • 28. Sorbi MJ, Mak SB, Houtveen JH, Kleiboer AM, van Doornen LJP Mobile Web-Based Monitoring and Coaching: Feasibility in Chronic Migraine J Med Internet Res 2007;9(5):e38 <URL: http://www.jmir.org/2007/5/e38/> Health issues do not only occur at home - mobile interfaces are essential
  • 30.  
  • 31.  
  • 32. But even ubiquitous computing / sensors is not always appropriate and accepted
  • 33.
  • 34. Communities / peer-pressure as a tool to enhance adherence
  • 35. Social Uses of Personal Health Information Within PatientsLikeMe, an Online Patient Community: What Can Happen When Patients Have Access to One Another’s Data Jeana H Frost, Michael P. Massagli J Med Internet Res 2008 (May 27); 10(3):e15
  • 37. Medicine 2.0 (“next generation medicine”) From: Gunther Eysenbach. Medicine 2.0: Social Networking, Collaboration, Participation, Apomediation, and Openness J Med Internet Res 2008; 10(3):e22 http://dx.doi.org/ 10.2196/jmir.1030 DOI: 10.2196/jmir.1030 Gunther Eysenbach MD, MPH , www.medicine20congress.com Consumer / Patient Health Professionals Biomedical Researchers Science 2.0 Peer-review 2.0 Personal Health Record 2.0 Virtual Communities (peer-to-peer) Professional Communities (peer-to-peer) Health 2.0 HealthVault Google Health HealthBook Sermo WebCite CiteULike Medting WiserWiki eDoctr BioWizard Dissect Medicine E-learning PLoS One BMC JMIR Wikis Blogs RSS RDF, Semantic Web Virtual Worlds Web 2.0 Technologies & Approaches Apomediation Participation Social Networking Collaboration XML AJAX Openess Revolution Health PatientsLikeMe PeerClip Connotea ALIVE HealthMap caBIG Doctorshangout.com Asklepios
  • 38. Gunther Eysenbach MD, MPH , www.medicine20congress.com September 17-18, 2009 
  • 39. Venkatesh,Viswanath;Morris,Michael G.;Davis,Gordon B.;Davis,Fred D., “User acceptance of information technology: Toward a unified view”, MIS Quarterly, 2003, 27, 3, 425-478.
  • 40. Teresa Chiu, PhD Thesis, University of Toronto
  • 41.
  • 42.
  • 43.
  • 44.
  • 45.