SlideShare a Scribd company logo
1 of 47
Analysis of Internet Use in Catalonia Health System:  Webs, Doctors and Citizens Brown Bag Seminar Series SATSU 23rd June 2009 Visiting Researcher at SATSU Researcher at i2TIC – Internet Interdisciplinary Institute IN3 Lecturer Information and Communication Science at Open University of Catalonia Dr .  Francisco Lupiáñez-Villanueva [email_address] [email_address] http://ictconsequences.net Dr .  Francisco Lupiáñez-Villanueva
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Analysis of Internet Use in Catalonia Health System:  Webs, Doctors and Citizens
Catalonia http://www.gencat.cat/catalunya/eng/ Overview Catalonia is an autonomous community within Spain and exercises its  self-government .  Decentralized Health System: almost universal coverage and high quality network  of  hospital and primary care centers . Nowadays, Catalonia has more than  seven million  inhabitants.  The Catalan Government has earmarked €9,412,900,000 for Catalan health care in 2009 ( 7% GDP ). Catalan Health Service --->  National Health Service UK http://www10.gencat.cat/catsalut/eng/coneix.htm
Technological Modernization, Organizational Change and Service Delivery in the Catalan Public Healthcare System   directed by Prof. Castells and funded by Government of Catalonia  (May 2005 – June 2007) Citizens, Health and the Internet  directed by Prof. Castells and funded by Government of Catalonia  (September 2007 – October 2008) Internet, Health and Society. Analysis of the uses of internet related to health in Catalonia  Thesis (2009)  Author: Francisco Lupiáñez-Villanueva Director: Prof. Castells Background Research Projects - IN3
Castells, M. (2004). Informationalism, Networks, and the Network Society: A theoretical blueprint. In The Network Society: a cross-cultural perspective. MA: Edward Elgar. Greenhalgh, T.; Robert, G., et al. (2005). Diffusion of Innovations in Health Service Organizations. A systematic literature review. Oxford: Blackwell Publishing Hardey, M. (2001). “E-Health”: the Internet and the transformation of patients into consumers and producers of health knowledge. Information, Communication & Society, 4(3), 388–405.  Nettleton, S., & Burrows, R. (2003). E-scaped medicine? Information, reflexivity and health. Critical Social Policy, 23(2), 165–185.  Pickstone, J. V. (2001). Ways of Knowing. A New History of Science Technology and Medicine. Chicago: University of Chicago Press.  Pickstone, J. V. (2003). Production, Community and Consumption: The Political Economy of Twentieth-Century Medicine. In Companion to Medicine in the Twentieth Century. London: Routledge.  Rice, R. E. (2001). The Internet and Health Communication: A framework of Experience. In E. R. Rice, & J. E. Katz (Eds.), The Internet and Health Communication. Experiences and Expectations. (pp. 1–46). California: Sage Publications.  Webster, A. (2002). Innovative Health Technologies and the Social: Redefining Health, Medicine and the Body. Current Sociology, 50(3), 443–457.  Background Multidisciplinary approach
http://www.wordle.net/gallery/wrdl/957924/Main_references Background
All references available at: http://www.ictconsequences.net/2008/12/06/the-definitive-references-collection-of-my-thesis/  http://www.wordle.net/gallery/wrdl/957899/References_thesis Background
Objectives ,[object Object],[object Object],Objetives 6/43
Overview of whole project Methodology Healthcare actor Tools Universe / Population Sample / Rates Date   WWW and Health Matrix Criteria 1,240 URLs September – December 2005 Health webmasters Identified online survey 388 emails 112 (28.8%)  March 2006 Patient support groups Identified online survey 215 groups 52 (24.1%)   October 2005 Internet users No-identified online survey 435  June 2006 Citizens Telephone survey Catalonian population  2.000  (M.E.  2.5% - C.I. 95%) October – December 2007 Physicians Identified online survey 16,531 Barcelona (COMB Professional Association) 2,199 (13.3%)  June - July 2006   Nurses Identified online survey 13,583 Barcelona (COIB Professional Association) 1,170 (8.6%)  October - November 2006 Pharmacists Identified online survey 7,648 Barcelona (COFB Professional Association) 898 (11.7%)  November - February 2007
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Web Content Analysis INFORMATION  <>  COMMUNICATION <>  SERVICES QUALITY Methodology
Physicians ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methodology
Citizens ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methodology
Health Websites  Health Websites
What type of quality information and applications related with Health are offered on the Internet? Health Websites Content Telephone number 72.6 % Postal Address 70.6 % Health content 55.9 % Advertising 13.7 % Interaction Communication email 78.9 % Electronic forums 9.2 % Email list 8.8 % Online surveys 6.4 % Chat 2.3 % Services Electronic formulary 14.6 % Login - password 10.1 % Electronic Commerce 4.1 % Physicians appointments 4.8 % Other 4.8% Library services 3.5% Healthcare services 1.4% Online learning 0.4% Payments 0,5%
5/43 What type of quality information and applications related with Health are offered on the Internet? Health Websites Quality Contents Author 66,3% Professional profile 60,6% Date 50,2% Communication and services Privacy – Legal advices 20,8% Web resources More than one language 37,6% Aim of the web 35,9% Search 16,9% Web Map 12,6% Accreditation 11,5% Help 4,9% FAQ: Frequent Asked Question 4,3% Technological Standards 1,2% Agents Professional Associations 25% Healthcare professionals 22.2 % Patient Support Groups 17.1 % Healthcare providers 12.8 % Personal Web 5.9 % Public Administration 5 % Teaching Centres 4 % NGO 2.4 % Research Centres 2.3 % Other providers 2.3 % Media 1 %
What type of quality information and applications related with Health are offered on the Internet? Figure 27.  Variables of classification related to Information, Communication, Services and Quality (percent) Figure 28. Catalan Web health resources characterization (Method analysis: no hierarchical cluster, centre of clusters) Font :  Self made Font :  Self made Health Websites Criteria Information (Health content, postal address, telephone number and advertising) Communication (email, forum, email list, online surveys and chat) Services (Electronic form, Intranet, eCommerce, other services) Quality (Standards, Legal issues, Accreditation, Aim) 0 criteria 5.1 19.8 68.9 50.6 1 criteria  20.6 65.6 21.6 32.5 2 criteria  38.1 7.7 5.6 13.9 3 criteria 29.6 3.2 3.8 2.8 4 or more criteria 6.7 3.7 0.0 0.2 Clusters 1. High quality information oriented websites n=132 12,6% 2. Low quality information oriented websites n=301 28,8% 3. Medium quality interaction oriented website n=67 6,4% 4. Unusable websites n=545 52,1% ANOVA F Information 3 3 3 1 415,309* Communication 1 1 3 1 583.212* Services 1 1 2 0 238,022* Quality 2 1 2 0 627,556* *p<0,001
Analysis of Health websites and publishers Figure 30. Health Web resources orientation and Information, Communication, Services and Quality (percentages) Font: Self made 13/43 Health Websites Clusters 1. High quality information oriented websites n=132 12,6% 2. Low quality information oriented websites n=301 28,8% 3. Medium quality interaction oriented website n=67 6,4% 4. Unusable websites n=545 52,1% p Users 18,2 26,6 22,4 22,4 ,000 Healthcare providers 25,0 15,3 4,5 13,9 ,000 Healthcare professionals 32,6 47,5 59,7 49,0 ,000 Government 19,7 4,0 1,5 2,4 ,000 Others 4,5 6,6 6,6 12,3 ,000
1. High quality information oriented websites Health Websites
[object Object],6/43 2. Low quality information oriented websites
3. Medium quality interaction oriented website Health Websites
Health websites … still Web 1.0 The WWW is constituted mainly as a  space of contents  with little presence of applications of communication and services, therefore with a little degree of interaction. The presence in the Internet of the Catalan health care system is led by the  professionals  who offer mainly information and contents on health and  few applications related to interaction .  Quality is still a challenge  Healthcare providers and the Government are more information providers than service providers on the Internet Health Websites
Physicians Physicians
What are the uses of ICT, especially the Internet, by physicians and how can they be characterized? Table 1.  Most frequently used Information sources Factor Analysis (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.723; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix) FACTOR 1. Emphasis on international information FACTOR 2. Emphasis on national information FACTOR 3. Emphasis on institutional information Physicians
Physicians Table 2. Internet utilisation Factor Analysis  (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.676; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix) FACTOR 1. Emphasis on the Internet for participation FACTOR 2. Emphasis on the Internet for produce  information FACTOR 3. Emphasis on the Internet for  communication.
Physicians Table 3. Most frequently ICT and Internet task Factor Analysis (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.825; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix)   FACTOR 1. Emphasis on ICT for research and medical practice FACTOR 2. Emphasis on ICT for interaction and dissemination FACTOR 3. Emphasis on ICT for institutional information
What are the uses of ICT, especially that of the Internet, by physicians and how can they be characterized? Table 110.  Advanced and intensive Internet use characterization ( Method analysis: no hierarchical cluster, centre of clusters ) Table 111.  Advanced information system use practice characterization  ( Method analysis: no hierarchical cluster, centre of clusters ) Physicians Clusters 1.  Integrated ICT Physician  n=597 (38,6%) 2.  Utilized ICT Physician  n=949 (61,4%) ANOVA Emphasis on international information ,538 -,399 447,790* Emphasis on national information ,265 -,197 87,390* Emphasis on ICT for research and medical practice ,383 -,265 171,911* Emphasis on ICT for institutional information -,103 ,055 9,693* Emphasis on ICT for interaction and dissemination ,408 -,257 181,693* Emphasis on the Internet for produce information ,599 -,377 452,151* Emphasis on the Internet for communication. ,293 -,184 88,603* * p<0,001 Conglomerados 1. Utilized information system physician n=1.502 (94,3%) 2. Integrated Information system physician n=90 (5,7%) ANOVA Information system - inside of the organization oriented -,01104 ,18425 3.243** Information system - outside of the organization oriented -,20352 3,39655 3567.423* Postal information system oriented -,05571 ,92982 86.927* * p<0,001 **p<0,01
Physicians
Physicians
What are the consequences of the use of these technologies by doctors with respect to their patients? Fuente : Elaboración propia Table 116a.   Consequences of the use of the Internet (Dimension, percentage and Chi-square significance)  26/43 Physicians Dimensions Consequences of the use of the Internet 1.  Integrated ICT Physician  n=597 (38,6%) 2.  Utilized ICT Physician  n=949 (61,4%) Significance How do you consider health information available on the Internet?  ,008 - Very relevant 12,3 7,4 - Relevant 69,1 69,9 - Litle relevant 18,0 21,0 Do you think that patients go online for health information… ,000 - Improve a lot their autonomy and quality of life  11,0 3,9 - Improve their autonomy and quality of life  42,8 36,1 - Improve a little  their autonomy and quality of life  32,4 39,4 - Do not improve their autonomy and quality of life 7,9 12,0 - Make their autonomy and quality of life worse 6,0 8,6 Do you recommend your patients to go online for health information? ,000 - Yes, I usually do it 2,6 ,5 - Yes, I often do it 9,5 4,0 - Yes, I sometimes do it 44,9 36,0 - No, I never do it 43,0 59,5
What are the consequences of the use of these technologies by doctors with respect to their patients? Fuente : Elaboración propia 27/43 Physicians Dimensions Consequences of the use of the Internet 1.  Integrated ICT Physician  n=597 (38,6%) 2.  Utilized ICT Physician  n=949  (61,4%) Significance Do your patients discuss or share with you their Internet health information findings? ,000 - All of the patients do it 1,4 ,6 - Most of the patients do it 14,4 7,4 - Some of the patients do it 53,2 54,6 - A few of the patients do it 25,6 27,6 - Patients don’t do it 5,5 9,7 Do you think patients seeking for Internet health information improve their knowledge and facilitate their treatment  ,000 - A lot 13,6 8,8 - Quite 47,4 43,0 - A little 28,9 38,3 - Nothing 10,1 9,8 The use of the Internet in you daily work… ,000 - Improve communication with other healthcare professionals 87,5 76.7 - Improve efficiency and productivity of your work 83,6 78,2 - Improve patients attention 55,8 48,9 - Improve communication with patients 35,9 20,3
Integrated ICT Physicians, greater percentage than Utilized ICT physicians in: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methodology
What are the determinants (technological and non-technological) of the uses of the Internet by professionals? Table 118.  Determinants of Integrated ICT Physician ( regression analysis: Logit model; dependent variabl e:  Networked physician: value 1, YES, value  0, NO;  standar coeficients ; n=1.056; % predicted observed 79,2%) 28/43 Physicians Variables Estimated coefficient Standard  Error Wald Sig. Exp (B) Emphasis on international information 1,511 ,122 154,148 ,000 4,532 Emphasis on ICT for research and medical practice ,953 ,086 122,001 ,000 2,595 Emphasis on national information -,296 ,087 11,545 ,001 ,744 Information system - outside of the organization oriented ,267 ,085 9,806 ,002 1,306 Research activities ,655 ,203 10,418 ,001 1,925 The use of the Internet in you daily work improve communication with patients 1,095 ,179 37,242 ,000 2,990 Work on public and private healthcare organizations ,411 ,185 4,934 ,026 1,509 -2 Log-likelihood 951,749 R 2  Cox-Snell ,363 R 2  Nagelkerke ,490 Hosmer-Lemeshow ,035
Play a positive and significant role in the probability of being Integrated ICT Physician ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methodology
Integrated ICT Physicians (38.6%) same analysis carried out for:  Physicians Integrated ICT Nurses (4.5%) and Integrated ICT Pharmacist (8.6%)
Citizens Citizens
Health information sources and participation Figure 44.  Identification of intensive use of health information sources  (Factorial analysis; % total variance  61,5) Figure 45.  Intensive use of health information characterization (Method analysis: no hierarchical cluster, centre of clusters) Figure 48.  Participative Healthcare Expectations  index  (percentages) 17/43 Citizens Health Information sources Variables Factors Nurses (37.5%) Pharmacist (38.1%) Newspaper, Journals, Books (38.9%) TV and Radio (40.9%) Relatives and Friends (42.7%) 1. Intensive use of Mass media communication, family, friends as health information sources 2. Intensive use of healthcare professional as health information sources Clusters 1. Intensive users  n=806 (59,7%) 2. No intensive users n=1.194 (40,3%) ANOVA Intensive use of Mass media communication, family, friends as health information source 1,08111 -,72979 7488,418* Intensive use of healthcare professional as health information sources ,17355 -,11715 41,486* *p<0,001 More Participative - good health 41,2 More Participative - bad health 10,0 Less Participative - good health 35,7 Less Participative - bad health 13,0
Tabla 51 . Tipología de usuarios de las Tecnologías de a Información y la comunicación (método de análisis: cluster no jerárquico centro de los conglomerados finales) Figure 51.  Typology of ICT users   (Method analysis: no hierarchical cluster, centre of clusters) Excluded  Citizen n=428 22,25% Disconnected citizen n=341 17,73% Basic Connected Citizen  n=271 14,09% Connected Citizen social oriented and medium equipped n=289 15,02% Connected Citizen personal oriented and high equipped n=242 12,58% Networked Citizen n=252 13,19% Internet access 0 0 1 1 1 1 Email use 0 0 1 1 1 1 Participate in online forums 0 0 0 0 0 1 Create or work on your own webpage or blog 0 0 0 0 0 0 Participate in web or blogs from others 0 0 0 0 0 1 Share online photos, videos, works 0 0 0 0 0 1 Take material you find online - like songs, text or images - and remix it into your own artistic creation 0 0 0 0 0 1 Desktop computer 0 0 1 1 1 1 Laptop computer 0 0 0 0 1 1 Mobile phone 0 1 1 1 1 1 Blackberry, Palm or other personal digital assistant 0 0 0 0 0 0 MP3 player 0 0 0 1 1 1 Digital or video camera 0 1 1 1 1 1 Webcam 0 0 0 0 1 1 I like that cell phones and other mobile devices allow me to be more available to others 0 1 0 1 1 1 When I get a new electronic device, I usually need someone else to set it up or show me how to use it 0 1 1 0 0 0 I believe I am more productive because of all of my electronic devices 0 1 0 1 1 1 How much, if at all, have these communication and information devices improved.. - Your ability to inform by yourself 0 1 0 1 1 1 - Your ability to work 0 1 0 1 1 1 - Your ability to learn 0 1 1 1 1 1 - Your ability to keep in touch with people 0 1 0 1 0 1 - Your ability to share your ideas with others 0 1 0 1 0 1
E-readiness to Network Society Citizens AGE Gender Work - Education (self-programmable vs. generic)
Tabla 53.  Caracterización estado de salud y servicios sanitarios de la tipología de usuarios de las Tecnologías de la Información y la Comunicación (dimensión, porcentaje de individuos y significatividad Chi-cuadrado) Figure 53.  Health Status and Healthcare system demand characterize by  Typology of ICT users (Dimension, percentage and Chi-square significance)  What are the ICT uses of the citizens with regard to health and how can they be characterized? Citizens Dimension Health status, prevention and health care services Excluded  Citizen n=428 22,25% Disconnected citizen n=341 17,73% Basic Connected Citizen  n=271 14,09% Connected Citizen social oriented and medium equipped n=289 15,02% Connected Citizen personal oriented and high equipped n=242 12,58% Networked Citizen n=252 13,19% Self perception of Health Status - Excellent 2,7* 4,7* 5,4* 9,3* 10,7* 14,3* - Very good 7,9* 11,0* 10,4* 23,7* 24,6* 26,6* ,[object Object],32,0* 52,2* 48,9* 55,2* 54,0* 49,8* - Average 45,7* 26,9* 28,4* 10,4* 8,5* 8,1* - Bad 11,6* 5,3* 6,8* 1,4* ,5* 1,2* Chronic  disease  47,9* 32,8* 34,5* 20,1* 17,3* 19,3* Disability 19,6* 11,6* 16,9* 4,8* 5,0* 4,2* - Take blood pressure periodically  80,2* 59,1* 58,6* 39,2* 36,6* 29,3* - Check blood cholesterol level periodically  78,7* 62,3* 60,4* 49,3* 43,0* 38,6* Private health insurance  18,9* 24,3* 33,5* 57,7* 37,8* 44,0* Have you visited a doctor  in the last year - No 12,8* 19,6* 18,7* 22,0* 22,9* 18,9* - 1 to 5 times 39,0* 51,5* 48,9* 56,3* 58,5* 59,8* - 6 to 10 times 22,3* 13,3* 11,9* 9,6* 10,4* 11,2* - More than 10 times 24,1* 14,6* 17,6* 11,3* 8,0* 10,0 What kind of doctor have you visited** - Public 81,2* 71,5* 71,7* 63,4* 63,4* 61,8* - Private 14,1* 20,1* 22,9* 19,4* 20,0* 31,1* *p<000,1  ** Doctors from a private health insurance company not statistical significance
What are the uses of ICT with respect to health by citizens and how can they be characterized? Table 54.  Health information and Empowerment  characterize by  Typology of ICT users  (Dimension, percentage and Chi-square significance)  Table 58.  ICT users typology characterize by  access to the Internet to inform or make procedures related to health or health services   (Dimension, percentage and Chi-square significance)  Citizens Dimension Health information and empowerment Excluded  Citizen n=428 22,25% Disconnected citizen n=341 17,73% Basic Connected Citizen  n=271 14,09% Connected Citizen social oriented and medium equipped n=289 15,02% Connected Citizen personal oriented and high equipped n=242 12,58% Networked Citizen n=252 13,19% More health information now than two years ago 53,5** 60,6** 52,9** 51,9** 55,4** 65,0** Intensive health information user 34,1* 47,5* 42,4* 37,5* 38,8* 42,5* Participative Healthcare Expectations  38,6* 39,8* 45,4* 58,2* 56,7* 61,6* Healthy Less  Participative 26,9* 39,3* 35,1* 37,1* 37,9* 35,9* Healthy More  Participative 20,4* 28,4* 28,7* 51,8* 50,7* 55,1* No healthy Less Participative 34,5* 20,9* 19,5* ,4* 5,4* 2,5* No healthy More Participative 18,1* 11,4* 16,7* 6,4* 6,0* 6,6* *p<,0001  **p<,001 Dimension Tipolgy of ICT users Have you ever accessed to the internet to look for information or make procedures related to health or health services? (24,3% of the population) Significatividad NO YES 1.  Excluded Citizen 22,5 ,0 ,000 2. Disconnected Citizen 20,1 1,7 ,000 3. Basic Connected Citizen 18,4 2,2 ,000 4. Connected Citizen social oriented and medium equipped 14,7 30,2 ,000 5.  Connected Citizen personal oriented and high equipped 15,8 37,1 ,000 6.  Networked Citizen 8,6 28,7 ,000
What are the uses of ICT with respect to health by citizens and how can they be characterized? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Citizens
What are the determinants (technological and non-technological) of the demand of healthcare services via the Internet? Table 68.  Determinats of healthcare system access via the Internet or email (regression analysis: Logit model; dependent variable: healthcare system access via the Internet or email; cvalue 1, YES, Value 0, NO;  standar coeficients; n= 1.279; % predicted observed 85,6%) 22/43 Citizens Variables Estimated coefficient Standard  Error Wald Sig. Exp (B) Networked Citizen – Advanced Connected Citizen 3,868 ,525 54,330 ,000 47,842 Have visited physicians during this year ,480 ,197 5,931 ,015 1,611 Age ,074 ,102 ,526 ,468 1,077 Participative Healthcare Expectations ,314 ,176 3,190 ,074 1,369 -2 Log-likelihood 859,234 R 2  Cox-Snell ,141 R 2  Nagelkerke ,251 Hosmer-Lemeshow ,045
Play a positive and significant role in the probability of being E-PATIENT ,[object Object],[object Object],[object Object],[object Object],Citizens
Conclusions Conclusions
Network Citizen Integrated ICT Healthcare  Professional MEDIATED ICT – INTERNET PARTICIPATION EDUCATION - SKILLS USE WORK ORGANIZATION TIME INCENTIVES ACCESS ASSESSMENT SKILLS AGE INNOVATION FLEXIBILITY INTEGRATION From Industrial Health Age to Network Health Age Conclusions
HEALTHCARE TRANSITION  –  POLICY MAKING Peña-López, I. (2009) “Measuring digital development for policy-making: Models, stages, characteristics and causes. The role of the government” In ICTlogy, #68, May 2009. Barcelona: ICTlogy. Retrieved month dd, yyyy from http://ictlogy.net/review/?p=2176 Conclusions
THANK YOU INDEED FOR YOUR ATTENTION Brown Bag Seminar Series SATSU 23rd June 2009 Visiting Researcher at SATSU Researcher at i2TIC – Internet Interdisciplinary Institute IN3 Lecturer Information and Communication Science at Open University of Catalonia Dr .  Francisco Lupiáñez-Villanueva [email_address] [email_address] http://ictconsequences.net Dr .  Francisco Lupiáñez-Villanueva

More Related Content

What's hot

Demzy_CIT 403_Seminar on e-Health
Demzy_CIT 403_Seminar on e-HealthDemzy_CIT 403_Seminar on e-Health
Demzy_CIT 403_Seminar on e-HealthDemzy George
 
Mustafa Degerli - 2016 - e-Health and e-Pulse - Presentation
Mustafa Degerli - 2016 - e-Health and e-Pulse - PresentationMustafa Degerli - 2016 - e-Health and e-Pulse - Presentation
Mustafa Degerli - 2016 - e-Health and e-Pulse - PresentationDr. Mustafa Değerli
 
Panel Interstate and Other State HIE HIT
Panel Interstate and Other State HIE HITPanel Interstate and Other State HIE HIT
Panel Interstate and Other State HIE HITmihinpr
 
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14MiHIN Direct Webinar for EHR Intelligence v10 11 12-14
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14mihinpr
 
Implementing the Population Registration System: Progress Towards a Data Revo...
Implementing the Population Registration System: Progress Towards a Data Revo...Implementing the Population Registration System: Progress Towards a Data Revo...
Implementing the Population Registration System: Progress Towards a Data Revo...MEASURE Evaluation
 
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15mihinpr
 
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Routine Health Information Network
 
Misadventures in Interoperability
Misadventures in InteroperabilityMisadventures in Interoperability
Misadventures in InteroperabilityCedric Dark
 
Panel: Transitions of Care and ADT (without Rachel Sherman)
Panel: Transitions of Care and ADT (without Rachel Sherman)Panel: Transitions of Care and ADT (without Rachel Sherman)
Panel: Transitions of Care and ADT (without Rachel Sherman)mihinpr
 
Connecting Patients, Providers and Payers John Halamka Keynote
Connecting Patients, Providers and Payers John Halamka KeynoteConnecting Patients, Providers and Payers John Halamka Keynote
Connecting Patients, Providers and Payers John Halamka Keynotemihinpr
 
Ict in e health system
Ict in e health systemIct in e health system
Ict in e health systemPrincy gupta
 
MiHIN 101 Overview v4 04-08-15
MiHIN 101 Overview v4 04-08-15MiHIN 101 Overview v4 04-08-15
MiHIN 101 Overview v4 04-08-15mihinpr
 
How Informatics Will Change the Future of Pharmacy
How Informatics Will Change the Future of PharmacyHow Informatics Will Change the Future of Pharmacy
How Informatics Will Change the Future of PharmacyKevin Clauson
 
Patient Access to Personal Health Information Across Health Care Settings
Patient Access to Personal Health Information Across Health Care SettingsPatient Access to Personal Health Information Across Health Care Settings
Patient Access to Personal Health Information Across Health Care Settingsthe Health Advocate
 
MiHIN Brief Overview
MiHIN Brief OverviewMiHIN Brief Overview
MiHIN Brief Overviewmihinpr
 
Catalan HealthCare System, ICT Challenges Ahead
Catalan HealthCare System, ICT Challenges AheadCatalan HealthCare System, ICT Challenges Ahead
Catalan HealthCare System, ICT Challenges AheadÍzaro López García
 

What's hot (20)

Demzy_CIT 403_Seminar on e-Health
Demzy_CIT 403_Seminar on e-HealthDemzy_CIT 403_Seminar on e-Health
Demzy_CIT 403_Seminar on e-Health
 
Ni canada
Ni canadaNi canada
Ni canada
 
Mustafa Degerli - 2016 - e-Health and e-Pulse - Presentation
Mustafa Degerli - 2016 - e-Health and e-Pulse - PresentationMustafa Degerli - 2016 - e-Health and e-Pulse - Presentation
Mustafa Degerli - 2016 - e-Health and e-Pulse - Presentation
 
Panel Interstate and Other State HIE HIT
Panel Interstate and Other State HIE HITPanel Interstate and Other State HIE HIT
Panel Interstate and Other State HIE HIT
 
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14MiHIN Direct Webinar for EHR Intelligence v10 11 12-14
MiHIN Direct Webinar for EHR Intelligence v10 11 12-14
 
Implementing the Population Registration System: Progress Towards a Data Revo...
Implementing the Population Registration System: Progress Towards a Data Revo...Implementing the Population Registration System: Progress Towards a Data Revo...
Implementing the Population Registration System: Progress Towards a Data Revo...
 
Dr. Jordi Martínez, ICT Strategy in the Catalan Health Care and Social Care S...
Dr. Jordi Martínez, ICT Strategy in the Catalan Health Care and Social Care S...Dr. Jordi Martínez, ICT Strategy in the Catalan Health Care and Social Care S...
Dr. Jordi Martínez, ICT Strategy in the Catalan Health Care and Social Care S...
 
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15
MiHIN Health Provider Directory Demo Slides with CQMRR v43 02 18-15
 
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
 
Meaningful Use
Meaningful UseMeaningful Use
Meaningful Use
 
Misadventures in Interoperability
Misadventures in InteroperabilityMisadventures in Interoperability
Misadventures in Interoperability
 
Panel: Transitions of Care and ADT (without Rachel Sherman)
Panel: Transitions of Care and ADT (without Rachel Sherman)Panel: Transitions of Care and ADT (without Rachel Sherman)
Panel: Transitions of Care and ADT (without Rachel Sherman)
 
Connecting Patients, Providers and Payers John Halamka Keynote
Connecting Patients, Providers and Payers John Halamka KeynoteConnecting Patients, Providers and Payers John Halamka Keynote
Connecting Patients, Providers and Payers John Halamka Keynote
 
Ict in e health system
Ict in e health systemIct in e health system
Ict in e health system
 
MiHIN 101 Overview v4 04-08-15
MiHIN 101 Overview v4 04-08-15MiHIN 101 Overview v4 04-08-15
MiHIN 101 Overview v4 04-08-15
 
How Informatics Will Change the Future of Pharmacy
How Informatics Will Change the Future of PharmacyHow Informatics Will Change the Future of Pharmacy
How Informatics Will Change the Future of Pharmacy
 
Patient Access to Personal Health Information Across Health Care Settings
Patient Access to Personal Health Information Across Health Care SettingsPatient Access to Personal Health Information Across Health Care Settings
Patient Access to Personal Health Information Across Health Care Settings
 
MiHIN Brief Overview
MiHIN Brief OverviewMiHIN Brief Overview
MiHIN Brief Overview
 
Achieving Universal Health Coverage - RHINO (HSR2018) pt.2
Achieving Universal Health Coverage - RHINO (HSR2018) pt.2Achieving Universal Health Coverage - RHINO (HSR2018) pt.2
Achieving Universal Health Coverage - RHINO (HSR2018) pt.2
 
Catalan HealthCare System, ICT Challenges Ahead
Catalan HealthCare System, ICT Challenges AheadCatalan HealthCare System, ICT Challenges Ahead
Catalan HealthCare System, ICT Challenges Ahead
 

Similar to Analysis of Internet Use in Catalonia Health System: Webs, Doctors and Citizens

Mapping the transition of the Catalan Health system to Network Society. A wor...
Mapping the transition of the Catalan Health system to Network Society. A wor...Mapping the transition of the Catalan Health system to Network Society. A wor...
Mapping the transition of the Catalan Health system to Network Society. A wor...Francisco Lupiáñez-Villanueva
 
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso Francisco Lupiáñez-Villanueva
 
Internet information and email: shaping professional / patients relationship
Internet information and email: shaping professional / patients relationshipInternet information and email: shaping professional / patients relationship
Internet information and email: shaping professional / patients relationshipFrancisco Lupiáñez-Villanueva
 
eHealth Practice in Europe: where do we stand?
eHealth Practice in Europe: where do we stand?eHealth Practice in Europe: where do we stand?
eHealth Practice in Europe: where do we stand?chronaki
 
The Internet and Health: Controversies and Opportunities
The Internet and Health: Controversies and OpportunitiesThe Internet and Health: Controversies and Opportunities
The Internet and Health: Controversies and OpportunitiesIgnacio Basagoiti
 
Presentation - Ten evidence-based policy accelerators for reforming primary h...
Presentation - Ten evidence-based policy accelerators for reforming primary h...Presentation - Ten evidence-based policy accelerators for reforming primary h...
Presentation - Ten evidence-based policy accelerators for reforming primary h...WHO Regional Office for Europe
 
A Journey Toward National eHealth: Thailand's Case
A Journey Toward National eHealth: Thailand's CaseA Journey Toward National eHealth: Thailand's Case
A Journey Toward National eHealth: Thailand's CaseNawanan Theera-Ampornpunt
 
Wonca Europe 2014, Lisbon: Health 2.0
Wonca Europe 2014, Lisbon: Health 2.0Wonca Europe 2014, Lisbon: Health 2.0
Wonca Europe 2014, Lisbon: Health 2.0B. Jiménez
 
Can ehealth solve China's Healthcare challenges (McKinsey presentation)
Can ehealth solve China's Healthcare challenges (McKinsey presentation)Can ehealth solve China's Healthcare challenges (McKinsey presentation)
Can ehealth solve China's Healthcare challenges (McKinsey presentation)Franck Le Deu
 
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...apidays
 
Does Greece have an eHealth strategy plan?
Does Greece have an eHealth strategy plan? Does Greece have an eHealth strategy plan?
Does Greece have an eHealth strategy plan? eHealth Forum
 
Whc Ppt Part1
Whc Ppt Part1Whc Ppt Part1
Whc Ppt Part1Saine
 

Similar to Analysis of Internet Use in Catalonia Health System: Webs, Doctors and Citizens (20)

Mapping the transition of the Catalan Health system to Network Society. A wor...
Mapping the transition of the Catalan Health system to Network Society. A wor...Mapping the transition of the Catalan Health system to Network Society. A wor...
Mapping the transition of the Catalan Health system to Network Society. A wor...
 
Health and the Internet: still Web 1.0
Health and the Internet: still Web 1.0Health and the Internet: still Web 1.0
Health and the Internet: still Web 1.0
 
Health professionals and ICT for Health
Health professionals and ICT for Health Health professionals and ICT for Health
Health professionals and ICT for Health
 
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso
Health in the Information Age - Portugal by Rita Espanha and Gustavo Cardoso
 
20090609 Am Cham Eu J Cv1
20090609 Am Cham Eu J Cv120090609 Am Cham Eu J Cv1
20090609 Am Cham Eu J Cv1
 
ICT Strategy in The Catalan Healthcare and Socialcare System
ICT Strategy in The Catalan Healthcare and Socialcare SystemICT Strategy in The Catalan Healthcare and Socialcare System
ICT Strategy in The Catalan Healthcare and Socialcare System
 
Sociedad Red y Salud Pacap2006
Sociedad Red y Salud Pacap2006 Sociedad Red y Salud Pacap2006
Sociedad Red y Salud Pacap2006
 
Internet information and email: shaping professional / patients relationship
Internet information and email: shaping professional / patients relationshipInternet information and email: shaping professional / patients relationship
Internet information and email: shaping professional / patients relationship
 
eHealth Practice in Europe: where do we stand?
eHealth Practice in Europe: where do we stand?eHealth Practice in Europe: where do we stand?
eHealth Practice in Europe: where do we stand?
 
The Internet and Health: Controversies and Opportunities
The Internet and Health: Controversies and OpportunitiesThe Internet and Health: Controversies and Opportunities
The Internet and Health: Controversies and Opportunities
 
Eysenbach: eHealth
Eysenbach: eHealthEysenbach: eHealth
Eysenbach: eHealth
 
Connected Health Progress Report
Connected Health Progress ReportConnected Health Progress Report
Connected Health Progress Report
 
Presentation - Ten evidence-based policy accelerators for reforming primary h...
Presentation - Ten evidence-based policy accelerators for reforming primary h...Presentation - Ten evidence-based policy accelerators for reforming primary h...
Presentation - Ten evidence-based policy accelerators for reforming primary h...
 
Eu legislation framework on e health s.stefanelli
Eu legislation framework on e health s.stefanelliEu legislation framework on e health s.stefanelli
Eu legislation framework on e health s.stefanelli
 
A Journey Toward National eHealth: Thailand's Case
A Journey Toward National eHealth: Thailand's CaseA Journey Toward National eHealth: Thailand's Case
A Journey Toward National eHealth: Thailand's Case
 
Wonca Europe 2014, Lisbon: Health 2.0
Wonca Europe 2014, Lisbon: Health 2.0Wonca Europe 2014, Lisbon: Health 2.0
Wonca Europe 2014, Lisbon: Health 2.0
 
Can ehealth solve China's Healthcare challenges (McKinsey presentation)
Can ehealth solve China's Healthcare challenges (McKinsey presentation)Can ehealth solve China's Healthcare challenges (McKinsey presentation)
Can ehealth solve China's Healthcare challenges (McKinsey presentation)
 
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...
apidays LIVE India - The digitisation of healthcare by Dr S.S. Lal, Global Fo...
 
Does Greece have an eHealth strategy plan?
Does Greece have an eHealth strategy plan? Does Greece have an eHealth strategy plan?
Does Greece have an eHealth strategy plan?
 
Whc Ppt Part1
Whc Ppt Part1Whc Ppt Part1
Whc Ppt Part1
 

More from Francisco Lupiáñez-Villanueva

Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...
Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...
Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...Francisco Lupiáñez-Villanueva
 
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...Francisco Lupiáñez-Villanueva
 
Citizens and ICT for Health in 14 EU countries: results from an online panel ...
Citizens and ICT for Health in 14 EU countries: results from an online panel ...Citizens and ICT for Health in 14 EU countries: results from an online panel ...
Citizens and ICT for Health in 14 EU countries: results from an online panel ...Francisco Lupiáñez-Villanueva
 
La Web 2.0 en medicina: un paseo por la nube y la realidad
La Web 2.0 en medicina: un paseo por la nube y la realidadLa Web 2.0 en medicina: un paseo por la nube y la realidad
La Web 2.0 en medicina: un paseo por la nube y la realidadFrancisco Lupiáñez-Villanueva
 
Health-related Information as Personal Data in Europe: Results from a Represe...
Health-related Information as Personal Data in Europe: Results from a Represe...Health-related Information as Personal Data in Europe: Results from a Represe...
Health-related Information as Personal Data in Europe: Results from a Represe...Francisco Lupiáñez-Villanueva
 
Evaluation of Integrated Care: From methods to governance and applications - ...
Evaluation of Integrated Care: From methods to governance and applications - ...Evaluation of Integrated Care: From methods to governance and applications - ...
Evaluation of Integrated Care: From methods to governance and applications - ...Francisco Lupiáñez-Villanueva
 
Sistema de Salud Personal e Historia de Salud Personal: ¿ciudadanos y profes...
Sistema de Salud Personal e Historia de Salud Personal:  ¿ciudadanos y profes...Sistema de Salud Personal e Historia de Salud Personal:  ¿ciudadanos y profes...
Sistema de Salud Personal e Historia de Salud Personal: ¿ciudadanos y profes...Francisco Lupiáñez-Villanueva
 
Las TIC en los sistemas de salud: innovación, integración e inclusión
Las TIC en los sistemas de salud: innovación, integración e inclusiónLas TIC en los sistemas de salud: innovación, integración e inclusión
Las TIC en los sistemas de salud: innovación, integración e inclusiónFrancisco Lupiáñez-Villanueva
 
The integration of Information and Communication Technology into Community Ph...
The integration of Information and Communication Technology into Community Ph...The integration of Information and Communication Technology into Community Ph...
The integration of Information and Communication Technology into Community Ph...Francisco Lupiáñez-Villanueva
 
The integration of Information and Communication Technology into nursing prac...
The integration of Information and Communication Technology into nursing prac...The integration of Information and Communication Technology into nursing prac...
The integration of Information and Communication Technology into nursing prac...Francisco Lupiáñez-Villanueva
 
TIC y Salud - Master Promoción de la Salud Universitat de Girona
TIC y Salud - Master Promoción de la Salud Universitat de GironaTIC y Salud - Master Promoción de la Salud Universitat de Girona
TIC y Salud - Master Promoción de la Salud Universitat de GironaFrancisco Lupiáñez-Villanueva
 
People living with chronic disease and the Internet in Catalonia Working Pr...
People living with chronic disease and the Internet in Catalonia Working Pr...People living with chronic disease and the Internet in Catalonia Working Pr...
People living with chronic disease and the Internet in Catalonia Working Pr...Francisco Lupiáñez-Villanueva
 
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...Francisco Lupiáñez-Villanueva
 

More from Francisco Lupiáñez-Villanueva (20)

Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...
Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...
Las TIC para la Salud - Debates sobre tendencias de la Sociedad de la Informa...
 
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...
A Composite Index for Benchmarking eHealth Deployment in European Acute hospi...
 
Citizens and ICT for Health in 14 EU countries: results from an online panel ...
Citizens and ICT for Health in 14 EU countries: results from an online panel ...Citizens and ICT for Health in 14 EU countries: results from an online panel ...
Citizens and ICT for Health in 14 EU countries: results from an online panel ...
 
La Web 2.0 en medicina: un paseo por la nube y la realidad
La Web 2.0 en medicina: un paseo por la nube y la realidadLa Web 2.0 en medicina: un paseo por la nube y la realidad
La Web 2.0 en medicina: un paseo por la nube y la realidad
 
Health-related Information as Personal Data in Europe: Results from a Represe...
Health-related Information as Personal Data in Europe: Results from a Represe...Health-related Information as Personal Data in Europe: Results from a Represe...
Health-related Information as Personal Data in Europe: Results from a Represe...
 
Evaluation of Integrated Care: From methods to governance and applications - ...
Evaluation of Integrated Care: From methods to governance and applications - ...Evaluation of Integrated Care: From methods to governance and applications - ...
Evaluation of Integrated Care: From methods to governance and applications - ...
 
Sistema de Salud Personal e Historia de Salud Personal: ¿ciudadanos y profes...
Sistema de Salud Personal e Historia de Salud Personal:  ¿ciudadanos y profes...Sistema de Salud Personal e Historia de Salud Personal:  ¿ciudadanos y profes...
Sistema de Salud Personal e Historia de Salud Personal: ¿ciudadanos y profes...
 
Las TIC en los sistemas de salud: innovación, integración e inclusión
Las TIC en los sistemas de salud: innovación, integración e inclusiónLas TIC en los sistemas de salud: innovación, integración e inclusión
Las TIC en los sistemas de salud: innovación, integración e inclusión
 
Salud y participación a la Sociedad Red
Salud y participación a la Sociedad RedSalud y participación a la Sociedad Red
Salud y participación a la Sociedad Red
 
The integration of Information and Communication Technology into Community Ph...
The integration of Information and Communication Technology into Community Ph...The integration of Information and Communication Technology into Community Ph...
The integration of Information and Communication Technology into Community Ph...
 
The integration of Information and Communication Technology into nursing prac...
The integration of Information and Communication Technology into nursing prac...The integration of Information and Communication Technology into nursing prac...
The integration of Information and Communication Technology into nursing prac...
 
Salud y Sociedad Red
Salud y Sociedad RedSalud y Sociedad Red
Salud y Sociedad Red
 
TIC y Salud - Master Promoción de la Salud Universitat de Girona
TIC y Salud - Master Promoción de la Salud Universitat de GironaTIC y Salud - Master Promoción de la Salud Universitat de Girona
TIC y Salud - Master Promoción de la Salud Universitat de Girona
 
Towards Health Mass-Self Communication
Towards Health Mass-Self CommunicationTowards Health Mass-Self Communication
Towards Health Mass-Self Communication
 
People living with chronic disease and the Internet in Catalonia Working Pr...
People living with chronic disease and the Internet in Catalonia Working Pr...People living with chronic disease and the Internet in Catalonia Working Pr...
People living with chronic disease and the Internet in Catalonia Working Pr...
 
Health and the World Wide Internet
Health and the World Wide InternetHealth and the World Wide Internet
Health and the World Wide Internet
 
Healthcare system 2.0: a transition
Healthcare system 2.0: a transitionHealthcare system 2.0: a transition
Healthcare system 2.0: a transition
 
Internet y Salud: la transición hacia la Sociedad Red
Internet y Salud: la transición hacia la Sociedad RedInternet y Salud: la transición hacia la Sociedad Red
Internet y Salud: la transición hacia la Sociedad Red
 
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...
Internet, Salud y Sociedad. Análisis de los usos de Internet relacionados con...
 
Internet, ciudadanía y salud: oportunidades y retos
Internet, ciudadanía y salud: oportunidades y retosInternet, ciudadanía y salud: oportunidades y retos
Internet, ciudadanía y salud: oportunidades y retos
 

Recently uploaded

Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Miss joya
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...indiancallgirl4rent
 
♛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 Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
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
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
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
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...Miss joya
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service PatnaLow Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patnamakika9823
 
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
 
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls ServiceKesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Servicemakika9823
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...Miss joya
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipurparulsinha
 
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
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 

Recently uploaded (20)

Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...
(Rocky) Jaipur Call Girl - 9521753030 Escorts Service 50% Off with Cash ON De...
 
♛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 Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Servicesauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
 
Call Girls 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 Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 
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...
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service PatnaLow Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
Low Rate Call Girls Patna Anika 8250192130 Independent Escort Service Patna
 
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
 
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls ServiceKesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
Kesar Bagh Call Girl Price 9548273370 , Lucknow Call Girls Service
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
 
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❤8445551418 VIP Call Girls Jaipur
 
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
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 

Analysis of Internet Use in Catalonia Health System: Webs, Doctors and Citizens

  • 1. Analysis of Internet Use in Catalonia Health System: Webs, Doctors and Citizens Brown Bag Seminar Series SATSU 23rd June 2009 Visiting Researcher at SATSU Researcher at i2TIC – Internet Interdisciplinary Institute IN3 Lecturer Information and Communication Science at Open University of Catalonia Dr . Francisco Lupiáñez-Villanueva [email_address] [email_address] http://ictconsequences.net Dr . Francisco Lupiáñez-Villanueva
  • 2.
  • 3. Catalonia http://www.gencat.cat/catalunya/eng/ Overview Catalonia is an autonomous community within Spain and exercises its self-government . Decentralized Health System: almost universal coverage and high quality network of hospital and primary care centers . Nowadays, Catalonia has more than seven million inhabitants. The Catalan Government has earmarked €9,412,900,000 for Catalan health care in 2009 ( 7% GDP ). Catalan Health Service ---> National Health Service UK http://www10.gencat.cat/catsalut/eng/coneix.htm
  • 4. Technological Modernization, Organizational Change and Service Delivery in the Catalan Public Healthcare System directed by Prof. Castells and funded by Government of Catalonia (May 2005 – June 2007) Citizens, Health and the Internet directed by Prof. Castells and funded by Government of Catalonia (September 2007 – October 2008) Internet, Health and Society. Analysis of the uses of internet related to health in Catalonia Thesis (2009) Author: Francisco Lupiáñez-Villanueva Director: Prof. Castells Background Research Projects - IN3
  • 5. Castells, M. (2004). Informationalism, Networks, and the Network Society: A theoretical blueprint. In The Network Society: a cross-cultural perspective. MA: Edward Elgar. Greenhalgh, T.; Robert, G., et al. (2005). Diffusion of Innovations in Health Service Organizations. A systematic literature review. Oxford: Blackwell Publishing Hardey, M. (2001). “E-Health”: the Internet and the transformation of patients into consumers and producers of health knowledge. Information, Communication & Society, 4(3), 388–405. Nettleton, S., & Burrows, R. (2003). E-scaped medicine? Information, reflexivity and health. Critical Social Policy, 23(2), 165–185. Pickstone, J. V. (2001). Ways of Knowing. A New History of Science Technology and Medicine. Chicago: University of Chicago Press. Pickstone, J. V. (2003). Production, Community and Consumption: The Political Economy of Twentieth-Century Medicine. In Companion to Medicine in the Twentieth Century. London: Routledge. Rice, R. E. (2001). The Internet and Health Communication: A framework of Experience. In E. R. Rice, & J. E. Katz (Eds.), The Internet and Health Communication. Experiences and Expectations. (pp. 1–46). California: Sage Publications. Webster, A. (2002). Innovative Health Technologies and the Social: Redefining Health, Medicine and the Body. Current Sociology, 50(3), 443–457. Background Multidisciplinary approach
  • 7. All references available at: http://www.ictconsequences.net/2008/12/06/the-definitive-references-collection-of-my-thesis/ http://www.wordle.net/gallery/wrdl/957899/References_thesis Background
  • 8.
  • 9. Overview of whole project Methodology Healthcare actor Tools Universe / Population Sample / Rates Date WWW and Health Matrix Criteria 1,240 URLs September – December 2005 Health webmasters Identified online survey 388 emails 112 (28.8%) March 2006 Patient support groups Identified online survey 215 groups 52 (24.1%) October 2005 Internet users No-identified online survey 435 June 2006 Citizens Telephone survey Catalonian population 2.000 (M.E. 2.5% - C.I. 95%) October – December 2007 Physicians Identified online survey 16,531 Barcelona (COMB Professional Association) 2,199 (13.3%) June - July 2006 Nurses Identified online survey 13,583 Barcelona (COIB Professional Association) 1,170 (8.6%) October - November 2006 Pharmacists Identified online survey 7,648 Barcelona (COFB Professional Association) 898 (11.7%) November - February 2007
  • 10.
  • 11.
  • 12.
  • 13. Health Websites Health Websites
  • 14. What type of quality information and applications related with Health are offered on the Internet? Health Websites Content Telephone number 72.6 % Postal Address 70.6 % Health content 55.9 % Advertising 13.7 % Interaction Communication email 78.9 % Electronic forums 9.2 % Email list 8.8 % Online surveys 6.4 % Chat 2.3 % Services Electronic formulary 14.6 % Login - password 10.1 % Electronic Commerce 4.1 % Physicians appointments 4.8 % Other 4.8% Library services 3.5% Healthcare services 1.4% Online learning 0.4% Payments 0,5%
  • 15. 5/43 What type of quality information and applications related with Health are offered on the Internet? Health Websites Quality Contents Author 66,3% Professional profile 60,6% Date 50,2% Communication and services Privacy – Legal advices 20,8% Web resources More than one language 37,6% Aim of the web 35,9% Search 16,9% Web Map 12,6% Accreditation 11,5% Help 4,9% FAQ: Frequent Asked Question 4,3% Technological Standards 1,2% Agents Professional Associations 25% Healthcare professionals 22.2 % Patient Support Groups 17.1 % Healthcare providers 12.8 % Personal Web 5.9 % Public Administration 5 % Teaching Centres 4 % NGO 2.4 % Research Centres 2.3 % Other providers 2.3 % Media 1 %
  • 16. What type of quality information and applications related with Health are offered on the Internet? Figure 27. Variables of classification related to Information, Communication, Services and Quality (percent) Figure 28. Catalan Web health resources characterization (Method analysis: no hierarchical cluster, centre of clusters) Font : Self made Font : Self made Health Websites Criteria Information (Health content, postal address, telephone number and advertising) Communication (email, forum, email list, online surveys and chat) Services (Electronic form, Intranet, eCommerce, other services) Quality (Standards, Legal issues, Accreditation, Aim) 0 criteria 5.1 19.8 68.9 50.6 1 criteria 20.6 65.6 21.6 32.5 2 criteria 38.1 7.7 5.6 13.9 3 criteria 29.6 3.2 3.8 2.8 4 or more criteria 6.7 3.7 0.0 0.2 Clusters 1. High quality information oriented websites n=132 12,6% 2. Low quality information oriented websites n=301 28,8% 3. Medium quality interaction oriented website n=67 6,4% 4. Unusable websites n=545 52,1% ANOVA F Information 3 3 3 1 415,309* Communication 1 1 3 1 583.212* Services 1 1 2 0 238,022* Quality 2 1 2 0 627,556* *p<0,001
  • 17. Analysis of Health websites and publishers Figure 30. Health Web resources orientation and Information, Communication, Services and Quality (percentages) Font: Self made 13/43 Health Websites Clusters 1. High quality information oriented websites n=132 12,6% 2. Low quality information oriented websites n=301 28,8% 3. Medium quality interaction oriented website n=67 6,4% 4. Unusable websites n=545 52,1% p Users 18,2 26,6 22,4 22,4 ,000 Healthcare providers 25,0 15,3 4,5 13,9 ,000 Healthcare professionals 32,6 47,5 59,7 49,0 ,000 Government 19,7 4,0 1,5 2,4 ,000 Others 4,5 6,6 6,6 12,3 ,000
  • 18. 1. High quality information oriented websites Health Websites
  • 19.
  • 20. 3. Medium quality interaction oriented website Health Websites
  • 21. Health websites … still Web 1.0 The WWW is constituted mainly as a space of contents with little presence of applications of communication and services, therefore with a little degree of interaction. The presence in the Internet of the Catalan health care system is led by the professionals who offer mainly information and contents on health and few applications related to interaction . Quality is still a challenge Healthcare providers and the Government are more information providers than service providers on the Internet Health Websites
  • 23. What are the uses of ICT, especially the Internet, by physicians and how can they be characterized? Table 1. Most frequently used Information sources Factor Analysis (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.723; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix) FACTOR 1. Emphasis on international information FACTOR 2. Emphasis on national information FACTOR 3. Emphasis on institutional information Physicians
  • 24. Physicians Table 2. Internet utilisation Factor Analysis (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.676; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix) FACTOR 1. Emphasis on the Internet for participation FACTOR 2. Emphasis on the Internet for produce information FACTOR 3. Emphasis on the Internet for communication.
  • 25. Physicians Table 3. Most frequently ICT and Internet task Factor Analysis (Analysis of the correlation matrix: Kaiser-Meyer-Olkin 0.825; Bartlett’s test of sphericity p=0.000; Varimax Rotated Matrix) FACTOR 1. Emphasis on ICT for research and medical practice FACTOR 2. Emphasis on ICT for interaction and dissemination FACTOR 3. Emphasis on ICT for institutional information
  • 26. What are the uses of ICT, especially that of the Internet, by physicians and how can they be characterized? Table 110. Advanced and intensive Internet use characterization ( Method analysis: no hierarchical cluster, centre of clusters ) Table 111. Advanced information system use practice characterization ( Method analysis: no hierarchical cluster, centre of clusters ) Physicians Clusters 1. Integrated ICT Physician n=597 (38,6%) 2. Utilized ICT Physician n=949 (61,4%) ANOVA Emphasis on international information ,538 -,399 447,790* Emphasis on national information ,265 -,197 87,390* Emphasis on ICT for research and medical practice ,383 -,265 171,911* Emphasis on ICT for institutional information -,103 ,055 9,693* Emphasis on ICT for interaction and dissemination ,408 -,257 181,693* Emphasis on the Internet for produce information ,599 -,377 452,151* Emphasis on the Internet for communication. ,293 -,184 88,603* * p<0,001 Conglomerados 1. Utilized information system physician n=1.502 (94,3%) 2. Integrated Information system physician n=90 (5,7%) ANOVA Information system - inside of the organization oriented -,01104 ,18425 3.243** Information system - outside of the organization oriented -,20352 3,39655 3567.423* Postal information system oriented -,05571 ,92982 86.927* * p<0,001 **p<0,01
  • 29. What are the consequences of the use of these technologies by doctors with respect to their patients? Fuente : Elaboración propia Table 116a. Consequences of the use of the Internet (Dimension, percentage and Chi-square significance) 26/43 Physicians Dimensions Consequences of the use of the Internet 1. Integrated ICT Physician n=597 (38,6%) 2. Utilized ICT Physician n=949 (61,4%) Significance How do you consider health information available on the Internet? ,008 - Very relevant 12,3 7,4 - Relevant 69,1 69,9 - Litle relevant 18,0 21,0 Do you think that patients go online for health information… ,000 - Improve a lot their autonomy and quality of life 11,0 3,9 - Improve their autonomy and quality of life 42,8 36,1 - Improve a little their autonomy and quality of life 32,4 39,4 - Do not improve their autonomy and quality of life 7,9 12,0 - Make their autonomy and quality of life worse 6,0 8,6 Do you recommend your patients to go online for health information? ,000 - Yes, I usually do it 2,6 ,5 - Yes, I often do it 9,5 4,0 - Yes, I sometimes do it 44,9 36,0 - No, I never do it 43,0 59,5
  • 30. What are the consequences of the use of these technologies by doctors with respect to their patients? Fuente : Elaboración propia 27/43 Physicians Dimensions Consequences of the use of the Internet 1. Integrated ICT Physician n=597 (38,6%) 2. Utilized ICT Physician n=949 (61,4%) Significance Do your patients discuss or share with you their Internet health information findings? ,000 - All of the patients do it 1,4 ,6 - Most of the patients do it 14,4 7,4 - Some of the patients do it 53,2 54,6 - A few of the patients do it 25,6 27,6 - Patients don’t do it 5,5 9,7 Do you think patients seeking for Internet health information improve their knowledge and facilitate their treatment ,000 - A lot 13,6 8,8 - Quite 47,4 43,0 - A little 28,9 38,3 - Nothing 10,1 9,8 The use of the Internet in you daily work… ,000 - Improve communication with other healthcare professionals 87,5 76.7 - Improve efficiency and productivity of your work 83,6 78,2 - Improve patients attention 55,8 48,9 - Improve communication with patients 35,9 20,3
  • 31.
  • 32. What are the determinants (technological and non-technological) of the uses of the Internet by professionals? Table 118. Determinants of Integrated ICT Physician ( regression analysis: Logit model; dependent variabl e: Networked physician: value 1, YES, value 0, NO; standar coeficients ; n=1.056; % predicted observed 79,2%) 28/43 Physicians Variables Estimated coefficient Standard Error Wald Sig. Exp (B) Emphasis on international information 1,511 ,122 154,148 ,000 4,532 Emphasis on ICT for research and medical practice ,953 ,086 122,001 ,000 2,595 Emphasis on national information -,296 ,087 11,545 ,001 ,744 Information system - outside of the organization oriented ,267 ,085 9,806 ,002 1,306 Research activities ,655 ,203 10,418 ,001 1,925 The use of the Internet in you daily work improve communication with patients 1,095 ,179 37,242 ,000 2,990 Work on public and private healthcare organizations ,411 ,185 4,934 ,026 1,509 -2 Log-likelihood 951,749 R 2 Cox-Snell ,363 R 2 Nagelkerke ,490 Hosmer-Lemeshow ,035
  • 33.
  • 34. Integrated ICT Physicians (38.6%) same analysis carried out for: Physicians Integrated ICT Nurses (4.5%) and Integrated ICT Pharmacist (8.6%)
  • 36. Health information sources and participation Figure 44. Identification of intensive use of health information sources (Factorial analysis; % total variance 61,5) Figure 45. Intensive use of health information characterization (Method analysis: no hierarchical cluster, centre of clusters) Figure 48. Participative Healthcare Expectations index (percentages) 17/43 Citizens Health Information sources Variables Factors Nurses (37.5%) Pharmacist (38.1%) Newspaper, Journals, Books (38.9%) TV and Radio (40.9%) Relatives and Friends (42.7%) 1. Intensive use of Mass media communication, family, friends as health information sources 2. Intensive use of healthcare professional as health information sources Clusters 1. Intensive users n=806 (59,7%) 2. No intensive users n=1.194 (40,3%) ANOVA Intensive use of Mass media communication, family, friends as health information source 1,08111 -,72979 7488,418* Intensive use of healthcare professional as health information sources ,17355 -,11715 41,486* *p<0,001 More Participative - good health 41,2 More Participative - bad health 10,0 Less Participative - good health 35,7 Less Participative - bad health 13,0
  • 37. Tabla 51 . Tipología de usuarios de las Tecnologías de a Información y la comunicación (método de análisis: cluster no jerárquico centro de los conglomerados finales) Figure 51. Typology of ICT users (Method analysis: no hierarchical cluster, centre of clusters) Excluded Citizen n=428 22,25% Disconnected citizen n=341 17,73% Basic Connected Citizen n=271 14,09% Connected Citizen social oriented and medium equipped n=289 15,02% Connected Citizen personal oriented and high equipped n=242 12,58% Networked Citizen n=252 13,19% Internet access 0 0 1 1 1 1 Email use 0 0 1 1 1 1 Participate in online forums 0 0 0 0 0 1 Create or work on your own webpage or blog 0 0 0 0 0 0 Participate in web or blogs from others 0 0 0 0 0 1 Share online photos, videos, works 0 0 0 0 0 1 Take material you find online - like songs, text or images - and remix it into your own artistic creation 0 0 0 0 0 1 Desktop computer 0 0 1 1 1 1 Laptop computer 0 0 0 0 1 1 Mobile phone 0 1 1 1 1 1 Blackberry, Palm or other personal digital assistant 0 0 0 0 0 0 MP3 player 0 0 0 1 1 1 Digital or video camera 0 1 1 1 1 1 Webcam 0 0 0 0 1 1 I like that cell phones and other mobile devices allow me to be more available to others 0 1 0 1 1 1 When I get a new electronic device, I usually need someone else to set it up or show me how to use it 0 1 1 0 0 0 I believe I am more productive because of all of my electronic devices 0 1 0 1 1 1 How much, if at all, have these communication and information devices improved.. - Your ability to inform by yourself 0 1 0 1 1 1 - Your ability to work 0 1 0 1 1 1 - Your ability to learn 0 1 1 1 1 1 - Your ability to keep in touch with people 0 1 0 1 0 1 - Your ability to share your ideas with others 0 1 0 1 0 1
  • 38. E-readiness to Network Society Citizens AGE Gender Work - Education (self-programmable vs. generic)
  • 39.
  • 40. What are the uses of ICT with respect to health by citizens and how can they be characterized? Table 54. Health information and Empowerment characterize by Typology of ICT users (Dimension, percentage and Chi-square significance) Table 58. ICT users typology characterize by access to the Internet to inform or make procedures related to health or health services (Dimension, percentage and Chi-square significance) Citizens Dimension Health information and empowerment Excluded Citizen n=428 22,25% Disconnected citizen n=341 17,73% Basic Connected Citizen n=271 14,09% Connected Citizen social oriented and medium equipped n=289 15,02% Connected Citizen personal oriented and high equipped n=242 12,58% Networked Citizen n=252 13,19% More health information now than two years ago 53,5** 60,6** 52,9** 51,9** 55,4** 65,0** Intensive health information user 34,1* 47,5* 42,4* 37,5* 38,8* 42,5* Participative Healthcare Expectations 38,6* 39,8* 45,4* 58,2* 56,7* 61,6* Healthy Less Participative 26,9* 39,3* 35,1* 37,1* 37,9* 35,9* Healthy More Participative 20,4* 28,4* 28,7* 51,8* 50,7* 55,1* No healthy Less Participative 34,5* 20,9* 19,5* ,4* 5,4* 2,5* No healthy More Participative 18,1* 11,4* 16,7* 6,4* 6,0* 6,6* *p<,0001 **p<,001 Dimension Tipolgy of ICT users Have you ever accessed to the internet to look for information or make procedures related to health or health services? (24,3% of the population) Significatividad NO YES 1. Excluded Citizen 22,5 ,0 ,000 2. Disconnected Citizen 20,1 1,7 ,000 3. Basic Connected Citizen 18,4 2,2 ,000 4. Connected Citizen social oriented and medium equipped 14,7 30,2 ,000 5. Connected Citizen personal oriented and high equipped 15,8 37,1 ,000 6. Networked Citizen 8,6 28,7 ,000
  • 41.
  • 42. What are the determinants (technological and non-technological) of the demand of healthcare services via the Internet? Table 68. Determinats of healthcare system access via the Internet or email (regression analysis: Logit model; dependent variable: healthcare system access via the Internet or email; cvalue 1, YES, Value 0, NO; standar coeficients; n= 1.279; % predicted observed 85,6%) 22/43 Citizens Variables Estimated coefficient Standard Error Wald Sig. Exp (B) Networked Citizen – Advanced Connected Citizen 3,868 ,525 54,330 ,000 47,842 Have visited physicians during this year ,480 ,197 5,931 ,015 1,611 Age ,074 ,102 ,526 ,468 1,077 Participative Healthcare Expectations ,314 ,176 3,190 ,074 1,369 -2 Log-likelihood 859,234 R 2 Cox-Snell ,141 R 2 Nagelkerke ,251 Hosmer-Lemeshow ,045
  • 43.
  • 45. Network Citizen Integrated ICT Healthcare Professional MEDIATED ICT – INTERNET PARTICIPATION EDUCATION - SKILLS USE WORK ORGANIZATION TIME INCENTIVES ACCESS ASSESSMENT SKILLS AGE INNOVATION FLEXIBILITY INTEGRATION From Industrial Health Age to Network Health Age Conclusions
  • 46. HEALTHCARE TRANSITION – POLICY MAKING Peña-López, I. (2009) “Measuring digital development for policy-making: Models, stages, characteristics and causes. The role of the government” In ICTlogy, #68, May 2009. Barcelona: ICTlogy. Retrieved month dd, yyyy from http://ictlogy.net/review/?p=2176 Conclusions
  • 47. THANK YOU INDEED FOR YOUR ATTENTION Brown Bag Seminar Series SATSU 23rd June 2009 Visiting Researcher at SATSU Researcher at i2TIC – Internet Interdisciplinary Institute IN3 Lecturer Information and Communication Science at Open University of Catalonia Dr . Francisco Lupiáñez-Villanueva [email_address] [email_address] http://ictconsequences.net Dr . Francisco Lupiáñez-Villanueva

Editor's Notes

  1. AN AUTONOMY PROJECT IS, AS SUGGESTS CASTELLS (2003A), A PERSON’S STATEMENT OF HIS/HERS OWN THINKING AND ACTING CAPABILITIES ACCORDING TO HIS/HERS OWN STANDARDS, VALUES AND EFFORTS.