SlideShare una empresa de Scribd logo
1 de 18
Bexelius C et al.:  e-epidemiology – adapting epidemiological data collection to the 21st century ,[object Object],[object Object],[object Object]
e-epidemiology – adapting epidemiological data collection to the 21st century  Christin Bexelius, PhD-student Jan-Eric Litton, Professor Department of Medical Epidemiology and Biostatistics Karolinska Institutet, Sweden
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Epidemiology Cured Dead Chronic/current disease time Diagnosis Healthy Exposure e.g., smoking, genetics, diet
Cohort
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
e-epidemiology e-epidemiology Web Digital paper
Web-based questionnaires ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Web-based hearing test ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cell phones – text messaging  ,[object Object],[object Object],[object Object],[object Object]
Cell phones – Java based questionnaire ,[object Object],[object Object],[object Object],[object Object]
Real-time data collection through web and IVR ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object]
e-epidemiology – adapting epidemiological data collection to the 21st century ,[object Object],[object Object]
Questionnaire 2 Mobile average 14 Mobile day 15 Bland Altman plot Quest  2
Introduction Source: Statistics’ Sweden and PTS
1636 (76%) 1192 (57%) 1454 (68%) 1055 (44%) 14 (1%) 176 (7%) 344 (14%) 868 (36%) SMS-group TI-group Phone number found Contacted participants Contact established Aborted contacts Drop-outs 2150 (100%) 2400 (100%) Original  sample 1009 (47%) Participants 154 (6%) 7 (<1%) 176 (8%) Aborted contacts Drop-outs 187 (8%) Declined contact 183 (9%) Declined contact 1192 (55%)  landline   444 (21%) mobile
Text messaging vs. Telephone Interview Age group Level of education

Más contenido relacionado

La actualidad más candente (7)

Genome sequencing for animal health - input and impact
Genome sequencing for animal health - input and impactGenome sequencing for animal health - input and impact
Genome sequencing for animal health - input and impact
 
DCHHS_WNV_HealthAdvisory_070516
DCHHS_WNV_HealthAdvisory_070516DCHHS_WNV_HealthAdvisory_070516
DCHHS_WNV_HealthAdvisory_070516
 
Luisetto mauro jcavi
Luisetto mauro jcaviLuisetto mauro jcavi
Luisetto mauro jcavi
 
Scientists data for covid 19 .
Scientists  data for covid 19  .Scientists  data for covid 19  .
Scientists data for covid 19 .
 
Mycobacterium tuberculosis
Mycobacterium tuberculosisMycobacterium tuberculosis
Mycobacterium tuberculosis
 
H1 n1 virus deadlier than before mit
H1 n1 virus deadlier than before mitH1 n1 virus deadlier than before mit
H1 n1 virus deadlier than before mit
 
Whole Genome Sequencing (WGS) for surveillance of foodborne infections in Den...
Whole Genome Sequencing (WGS) for surveillance of foodborne infections in Den...Whole Genome Sequencing (WGS) for surveillance of foodborne infections in Den...
Whole Genome Sequencing (WGS) for surveillance of foodborne infections in Den...
 

Destacado (7)

IRIDA's Genomic epidemiology application ontology (GenEpiO): Genomic, clinica...
IRIDA's Genomic epidemiology application ontology (GenEpiO): Genomic, clinica...IRIDA's Genomic epidemiology application ontology (GenEpiO): Genomic, clinica...
IRIDA's Genomic epidemiology application ontology (GenEpiO): Genomic, clinica...
 
Epidemiological studies
Epidemiological studiesEpidemiological studies
Epidemiological studies
 
Epidemiological statistics III
Epidemiological statistics IIIEpidemiological statistics III
Epidemiological statistics III
 
The advantages and disadvantages of site investigation tools and exploratory ...
The advantages and disadvantages of site investigation tools and exploratory ...The advantages and disadvantages of site investigation tools and exploratory ...
The advantages and disadvantages of site investigation tools and exploratory ...
 
Machine Learning in R
Machine Learning in RMachine Learning in R
Machine Learning in R
 
Epidemiological methods
Epidemiological methodsEpidemiological methods
Epidemiological methods
 
Epidemiology ppt
Epidemiology pptEpidemiology ppt
Epidemiology ppt
 

Similar a e-epidemiology – adapting epidemiological data collection to the 21st century (4 Cr3 1100 Bexelius)

Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
PUBLISHERJOURNAL
 
Medical grand rounds 9.22.2011
Medical grand rounds 9.22.2011Medical grand rounds 9.22.2011
Medical grand rounds 9.22.2011
James Kahn
 
All cause mortality in treated hiv-infected
All cause mortality in treated hiv-infectedAll cause mortality in treated hiv-infected
All cause mortality in treated hiv-infected
Ana Paula Bringel
 
Using Mobile Technologies in Health Research at NIH
Using Mobile Technologies in Health Research at NIHUsing Mobile Technologies in Health Research at NIH
Using Mobile Technologies in Health Research at NIH
yan_stanford
 

Similar a e-epidemiology – adapting epidemiological data collection to the 21st century (4 Cr3 1100 Bexelius) (20)

Ispor2009: Innovations In Physiologic And Pro Data Capture
Ispor2009: Innovations In Physiologic And Pro Data CaptureIspor2009: Innovations In Physiologic And Pro Data Capture
Ispor2009: Innovations In Physiologic And Pro Data Capture
 
Basil Donovan: Syphilis epidemiology surveillance And HIV interactions
Basil Donovan: Syphilis epidemiology surveillance And HIV interactionsBasil Donovan: Syphilis epidemiology surveillance And HIV interactions
Basil Donovan: Syphilis epidemiology surveillance And HIV interactions
 
Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;
 
Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
Incidence of Tuberculosis in HIV Sero-positive Patients at HIV Clinic at Kamp...
 
'Use of linked health care data for research: experiences with the Hampshire ...
'Use of linked health care data for research: experiences with the Hampshire ...'Use of linked health care data for research: experiences with the Hampshire ...
'Use of linked health care data for research: experiences with the Hampshire ...
 
Genomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and SocietyGenomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and Society
 
2014 Epidemiological Update by Dr. Kathleen Brady
2014 Epidemiological Update by Dr. Kathleen Brady2014 Epidemiological Update by Dr. Kathleen Brady
2014 Epidemiological Update by Dr. Kathleen Brady
 
Cyprus: a case study - Carsten W. Lederer
Cyprus: a case study - Carsten W. LedererCyprus: a case study - Carsten W. Lederer
Cyprus: a case study - Carsten W. Lederer
 
Medical grand rounds 9.22.2011
Medical grand rounds 9.22.2011Medical grand rounds 9.22.2011
Medical grand rounds 9.22.2011
 
All cause mortality in treated hiv-infected
All cause mortality in treated hiv-infectedAll cause mortality in treated hiv-infected
All cause mortality in treated hiv-infected
 
Introduction to Epidemiology and Surveillance
Introduction to Epidemiology and SurveillanceIntroduction to Epidemiology and Surveillance
Introduction to Epidemiology and Surveillance
 
ICAAC 2015 Selection
ICAAC 2015 SelectionICAAC 2015 Selection
ICAAC 2015 Selection
 
Innovating HDSS for greater efficiency in population based data in low-middle...
Innovating HDSS for greater efficiency in population based data in low-middle...Innovating HDSS for greater efficiency in population based data in low-middle...
Innovating HDSS for greater efficiency in population based data in low-middle...
 
Surveillance of emerging diseases and networks.
Surveillance of emerging diseases and networks.Surveillance of emerging diseases and networks.
Surveillance of emerging diseases and networks.
 
Dengue Seminar September 2011
Dengue Seminar September 2011Dengue Seminar September 2011
Dengue Seminar September 2011
 
HIV Unplugged: Advances in Mobile Health
HIV Unplugged: Advances in Mobile Health HIV Unplugged: Advances in Mobile Health
HIV Unplugged: Advances in Mobile Health
 
U0 vqmtq2o tc=
U0 vqmtq2o tc=U0 vqmtq2o tc=
U0 vqmtq2o tc=
 
HEVnet: Sharing sequences & metadata of hepatitis E virus
HEVnet: Sharing sequences & metadata of hepatitis E virus HEVnet: Sharing sequences & metadata of hepatitis E virus
HEVnet: Sharing sequences & metadata of hepatitis E virus
 
Patients Driving Health Innovation - Dr Abaigeal Jackson CF Registry - Octobe...
Patients Driving Health Innovation - Dr Abaigeal Jackson CF Registry - Octobe...Patients Driving Health Innovation - Dr Abaigeal Jackson CF Registry - Octobe...
Patients Driving Health Innovation - Dr Abaigeal Jackson CF Registry - Octobe...
 
Using Mobile Technologies in Health Research at NIH
Using Mobile Technologies in Health Research at NIHUsing Mobile Technologies in Health Research at NIH
Using Mobile Technologies in Health Research at NIH
 

Más de Gunther Eysenbach

Hacking health Healtbook Pitch
Hacking health Healtbook PitchHacking health Healtbook Pitch
Hacking health Healtbook Pitch
Gunther 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, Eysenbach
Gunther 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
 
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
 
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
 
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
 

Más de 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
 
Challenges in evaluating eHealth applications
Challenges in evaluating eHealth applicationsChallenges in evaluating eHealth applications
Challenges in evaluating eHealth applications
 
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]
 
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...
 
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....
 

Último

Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan 087776558899
 
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
amritaverma53
 
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
Sheetaleventcompany
 
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
rajnisinghkjn
 
Difference Between Skeletal Smooth and Cardiac Muscles
Difference Between Skeletal Smooth and Cardiac MusclesDifference Between Skeletal Smooth and Cardiac Muscles
Difference Between Skeletal Smooth and Cardiac Muscles
MedicoseAcademics
 
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
Rashmi Entertainment
 
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
Sheetaleventcompany
 
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
Sheetaleventcompany
 
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
Sheetaleventcompany
 

Último (20)

Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
 
Call Girls Wayanad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Wayanad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Wayanad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Wayanad Just Call 8250077686 Top Class Call Girl Service Available
 
Chennai ❣️ Call Girl 6378878445 Call Girls in Chennai Escort service book now
Chennai ❣️ Call Girl 6378878445 Call Girls in Chennai Escort service book nowChennai ❣️ Call Girl 6378878445 Call Girls in Chennai Escort service book now
Chennai ❣️ Call Girl 6378878445 Call Girls in Chennai Escort service book now
 
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
Call Girl in Chennai | Whatsapp No 📞 7427069034 📞 VIP Escorts Service Availab...
 
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
 
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
 
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room DeliveryCall 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
 
Call Girls in Lucknow Just Call 👉👉 8875999948 Top Class Call Girl Service Ava...
Call Girls in Lucknow Just Call 👉👉 8875999948 Top Class Call Girl Service Ava...Call Girls in Lucknow Just Call 👉👉 8875999948 Top Class Call Girl Service Ava...
Call Girls in Lucknow Just Call 👉👉 8875999948 Top Class Call Girl Service Ava...
 
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
Ahmedabad Call Girls Book Now 9630942363 Top Class Ahmedabad Escort Service A...
 
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
 
Difference Between Skeletal Smooth and Cardiac Muscles
Difference Between Skeletal Smooth and Cardiac MusclesDifference Between Skeletal Smooth and Cardiac Muscles
Difference Between Skeletal Smooth and Cardiac Muscles
 
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
❤️ Chandigarh Call Girls☎️98151-579OO☎️ Call Girl service in Chandigarh ☎️ Ch...
 
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
💚Chandigarh Call Girls Service 💯Piya 📲🔝8868886958🔝Call Girls In Chandigarh No...
 
Lucknow Call Girls Just Call 👉👉8630512678 Top Class Call Girl Service Available
Lucknow Call Girls Just Call 👉👉8630512678 Top Class Call Girl Service AvailableLucknow Call Girls Just Call 👉👉8630512678 Top Class Call Girl Service Available
Lucknow Call Girls Just Call 👉👉8630512678 Top Class Call Girl Service Available
 
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
 
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
 
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
Call Girls Pune Just Call 9142599079 Top Class Call Girl Service Available
 
Call Girl In Chandigarh 📞9809698092📞 Just📲 Call Inaaya Chandigarh Call Girls ...
Call Girl In Chandigarh 📞9809698092📞 Just📲 Call Inaaya Chandigarh Call Girls ...Call Girl In Chandigarh 📞9809698092📞 Just📲 Call Inaaya Chandigarh Call Girls ...
Call Girl In Chandigarh 📞9809698092📞 Just📲 Call Inaaya Chandigarh Call Girls ...
 
(RIYA)🎄Airhostess Call Girl Jaipur Call Now 8445551418 Premium Collection Of ...
(RIYA)🎄Airhostess Call Girl Jaipur Call Now 8445551418 Premium Collection Of ...(RIYA)🎄Airhostess Call Girl Jaipur Call Now 8445551418 Premium Collection Of ...
(RIYA)🎄Airhostess Call Girl Jaipur Call Now 8445551418 Premium Collection Of ...
 
❤️Panchkula Call Girls☎️9809698092☎️ Call Girl service in Panchkula☎️ Panchku...
❤️Panchkula Call Girls☎️9809698092☎️ Call Girl service in Panchkula☎️ Panchku...❤️Panchkula Call Girls☎️9809698092☎️ Call Girl service in Panchkula☎️ Panchku...
❤️Panchkula Call Girls☎️9809698092☎️ Call Girl service in Panchkula☎️ Panchku...
 

e-epidemiology – adapting epidemiological data collection to the 21st century (4 Cr3 1100 Bexelius)

  • 1.
  • 2. e-epidemiology – adapting epidemiological data collection to the 21st century Christin Bexelius, PhD-student Jan-Eric Litton, Professor Department of Medical Epidemiology and Biostatistics Karolinska Institutet, Sweden
  • 3.
  • 4. Epidemiology Cured Dead Chronic/current disease time Diagnosis Healthy Exposure e.g., smoking, genetics, diet
  • 6.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15. Questionnaire 2 Mobile average 14 Mobile day 15 Bland Altman plot Quest 2
  • 17. 1636 (76%) 1192 (57%) 1454 (68%) 1055 (44%) 14 (1%) 176 (7%) 344 (14%) 868 (36%) SMS-group TI-group Phone number found Contacted participants Contact established Aborted contacts Drop-outs 2150 (100%) 2400 (100%) Original sample 1009 (47%) Participants 154 (6%) 7 (<1%) 176 (8%) Aborted contacts Drop-outs 187 (8%) Declined contact 183 (9%) Declined contact 1192 (55%) landline 444 (21%) mobile
  • 18. Text messaging vs. Telephone Interview Age group Level of education