SlideShare une entreprise Scribd logo
1  sur  15
Types of Blinding in Clinical
Research
soumyapottola@gmail.com | https://clinicalda.blogspot.com
Blinding Blinding is a procedure in which one
or more parties in a trial are kept
unaware of which treatment arms
participants have been assigned to,
in other words, which treatment was
received
Types of Blinding ● Single Blinding
● Double Blinding
● Triple Blinding
● Open Blinding
Single Blinding If participants know whether they
were assigned to the treatment or
control group, they might modify
their behavior as a result, potentially
changing their eventual outcome.
In a single-blind experiment,
participants do not know which
group they have been placed in until
after the experiment has finished.
Single blinding
example
You have developed a new flu vaccine. In order to test the
effectiveness of your new treatment, you run an experiment,
giving half of your participants the flu vaccine and the other
half a fake vaccine that will have no effect (to control for the
placebo effect).
If participants in the control group realize they have received
a fake vaccine and are not protected against the flu, they
might modify their behavior in ways that lower their chances
of becoming sick – frequently washing their hands, avoiding
crowded areas, etc. This behavior could narrow the gap in
sickness rates between the control group and the treatment
group, thus making the vaccine seem less effective than it
really is.
To prevent such an outcome, in a single-blind study, you hide
from the participants which vaccine – real or fake – each of
Double Blinding
When the researchers administering the
experimental treatment are aware of each
participant’s group assignment, they may
inadvertently treat those in the control group
differently from those in the treatment group.
This could reveal to participants their group
assignment, or even directly influence the
outcome itself.
In double-blind experiments, the group
assignment is hidden from both the participant
and the person administering the experiment.
Double Blinding
Example
In the flu vaccine study that you are running, you have
recruited several experimenters to administer your vaccine
and measure the outcomes of your participants.
If these experimenters knew which vaccines were real and
which were fake, they might accidentally reveal this
information to the participants, thus influencing their
behavior and indirectly the results.
They could even directly influence the results. For instance, if
experimenters expect the vaccine to result in lower levels of
flu symptoms, they might accidentally measure symptoms
incorrectly, thus making the vaccine appear more effective
than it really is.
To avoid this, you hide group assignments from both the
participants and the experimenters giving the vaccines – a
double-blind study.
Triple blinding Although rarely implemented, triple-blind
studies occur when group assignment is
hidden not only from participants and
administrators, but also from those tasked
with analyzing the data after the experiment
has concluded.
Researchers may expect a certain outcome
and analyze the data in different ways until
they arrive at the outcome they expected,
even if it is merely a result of chance.
Triple blinding
Example In your vaccine study, you have also
recruited assistants to analyze the data you
gathered on flu infection rates. You decide to
hide the group assignments from the
participants, the people administering the
experiment, and the people analyzing the
data – a triple-blind study.
To achieve triple blinding, you assign each
participant to group 1 or group 2, but do not
inform the data analysts which number
represents which group.
Single blind V/S
Double blinding
Open Blinding Open Blinding is a procedure in
which parties in a trial are kept
aware of which treatment arms
participants have been assigned to,
in other words, which treatment was
received.
Open Blinding OPEN TRIAL LABEL

Contenu connexe

Similaire à Types of Blinding in Clinical Research..

Excelsior College PBH 321 Page 1 BIAS IN EPIDE.docx
Excelsior College PBH 321     Page 1 BIAS IN EPIDE.docxExcelsior College PBH 321     Page 1 BIAS IN EPIDE.docx
Excelsior College PBH 321 Page 1 BIAS IN EPIDE.docxgitagrimston
 
Error/Bais in Rsearch Methodology and pharmaceutical statistics
Error/Bais in Rsearch Methodology and pharmaceutical statisticsError/Bais in Rsearch Methodology and pharmaceutical statistics
Error/Bais in Rsearch Methodology and pharmaceutical statisticsakashpharma19
 
Excelsior College PBH 321 Page 1 EXPERI MENTAL E.docx
Excelsior College PBH 321     Page 1 EXPERI MENTAL E.docxExcelsior College PBH 321     Page 1 EXPERI MENTAL E.docx
Excelsior College PBH 321 Page 1 EXPERI MENTAL E.docxgitagrimston
 
study design of clinical research
study design of clinical researchstudy design of clinical research
study design of clinical researchMD Jahidul Islam
 
Judgment of causality2 kaleab
Judgment of causality2  kaleabJudgment of causality2  kaleab
Judgment of causality2 kaleabkaleabtegegne
 
Bias and confounding
Bias and confounding Bias and confounding
Bias and confounding soudfaiza
 
Epidemiology designs for clinical trials - Pubrica
Epidemiology designs for clinical trials - PubricaEpidemiology designs for clinical trials - Pubrica
Epidemiology designs for clinical trials - PubricaPubrica
 
Study Designs in Clinical Trials - An Overview
Study Designs in Clinical Trials - An OverviewStudy Designs in Clinical Trials - An Overview
Study Designs in Clinical Trials - An OverviewClinosolIndia
 
Bias,confounding, causation and experimental designs
Bias,confounding, causation and experimental designsBias,confounding, causation and experimental designs
Bias,confounding, causation and experimental designsTarek Tawfik Amin
 
Validity of Evidence
Validity of EvidenceValidity of Evidence
Validity of Evidencesahughes
 
Randomized Controlled Trial
Randomized Controlled Trial Randomized Controlled Trial
Randomized Controlled Trial Sumit Das
 
Bias and Confounding
Bias and Confounding  Bias and Confounding
Bias and Confounding soudfaiza
 

Similaire à Types of Blinding in Clinical Research.. (20)

Excelsior College PBH 321 Page 1 BIAS IN EPIDE.docx
Excelsior College PBH 321     Page 1 BIAS IN EPIDE.docxExcelsior College PBH 321     Page 1 BIAS IN EPIDE.docx
Excelsior College PBH 321 Page 1 BIAS IN EPIDE.docx
 
Blinding Techniques
Blinding TechniquesBlinding Techniques
Blinding Techniques
 
Error/Bais in Rsearch Methodology and pharmaceutical statistics
Error/Bais in Rsearch Methodology and pharmaceutical statisticsError/Bais in Rsearch Methodology and pharmaceutical statistics
Error/Bais in Rsearch Methodology and pharmaceutical statistics
 
bias and error-final 1.pptx
bias and error-final 1.pptxbias and error-final 1.pptx
bias and error-final 1.pptx
 
Clinical study designs
Clinical study designsClinical study designs
Clinical study designs
 
Excelsior College PBH 321 Page 1 EXPERI MENTAL E.docx
Excelsior College PBH 321     Page 1 EXPERI MENTAL E.docxExcelsior College PBH 321     Page 1 EXPERI MENTAL E.docx
Excelsior College PBH 321 Page 1 EXPERI MENTAL E.docx
 
BIOSTAT_GROUP-5-Section-7.pptx
BIOSTAT_GROUP-5-Section-7.pptxBIOSTAT_GROUP-5-Section-7.pptx
BIOSTAT_GROUP-5-Section-7.pptx
 
study design of clinical research
study design of clinical researchstudy design of clinical research
study design of clinical research
 
Judgment of causality2 kaleab
Judgment of causality2  kaleabJudgment of causality2  kaleab
Judgment of causality2 kaleab
 
Bias and confounding
Bias and confounding Bias and confounding
Bias and confounding
 
Epidemiology designs for clinical trials - Pubrica
Epidemiology designs for clinical trials - PubricaEpidemiology designs for clinical trials - Pubrica
Epidemiology designs for clinical trials - Pubrica
 
Clinical research
Clinical research Clinical research
Clinical research
 
Rerearch design
Rerearch designRerearch design
Rerearch design
 
Study Designs in Clinical Trials - An Overview
Study Designs in Clinical Trials - An OverviewStudy Designs in Clinical Trials - An Overview
Study Designs in Clinical Trials - An Overview
 
Bias,confounding, causation and experimental designs
Bias,confounding, causation and experimental designsBias,confounding, causation and experimental designs
Bias,confounding, causation and experimental designs
 
Validity of Evidence
Validity of EvidenceValidity of Evidence
Validity of Evidence
 
Randomized Controlled Trial
Randomized Controlled Trial Randomized Controlled Trial
Randomized Controlled Trial
 
Bias and Confounding
Bias and Confounding  Bias and Confounding
Bias and Confounding
 
Mpharm RA 103.pdf
Mpharm RA 103.pdfMpharm RA 103.pdf
Mpharm RA 103.pdf
 
Data visualization intro2
Data visualization intro2Data visualization intro2
Data visualization intro2
 

Dernier

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
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
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 ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls ServiceMiss joya
 
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
 
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safenarwatsonia7
 
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
 
♛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 Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Miss joya
 
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 Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoybabeytanya
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...Miss joya
 
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
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Miss joya
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatorenarwatsonia7
 
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
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call girls in Ahmedabad High profile
 

Dernier (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...
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
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 ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls 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
 
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% SafeBangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
Bangalore Call Girls Majestic 📞 9907093804 High Profile Service 100% Safe
 
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...
 
♛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 Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
 
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 Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Vashi Mumbai📲 9833363713 💞 Full Night Enjoy
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
 
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.
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
 
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
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
 
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCREscort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
 

Types of Blinding in Clinical Research..

  • 1. Types of Blinding in Clinical Research soumyapottola@gmail.com | https://clinicalda.blogspot.com
  • 2. Blinding Blinding is a procedure in which one or more parties in a trial are kept unaware of which treatment arms participants have been assigned to, in other words, which treatment was received
  • 3. Types of Blinding ● Single Blinding ● Double Blinding ● Triple Blinding ● Open Blinding
  • 4. Single Blinding If participants know whether they were assigned to the treatment or control group, they might modify their behavior as a result, potentially changing their eventual outcome. In a single-blind experiment, participants do not know which group they have been placed in until after the experiment has finished.
  • 6. example You have developed a new flu vaccine. In order to test the effectiveness of your new treatment, you run an experiment, giving half of your participants the flu vaccine and the other half a fake vaccine that will have no effect (to control for the placebo effect). If participants in the control group realize they have received a fake vaccine and are not protected against the flu, they might modify their behavior in ways that lower their chances of becoming sick – frequently washing their hands, avoiding crowded areas, etc. This behavior could narrow the gap in sickness rates between the control group and the treatment group, thus making the vaccine seem less effective than it really is. To prevent such an outcome, in a single-blind study, you hide from the participants which vaccine – real or fake – each of
  • 7. Double Blinding When the researchers administering the experimental treatment are aware of each participant’s group assignment, they may inadvertently treat those in the control group differently from those in the treatment group. This could reveal to participants their group assignment, or even directly influence the outcome itself. In double-blind experiments, the group assignment is hidden from both the participant and the person administering the experiment.
  • 9. Example In the flu vaccine study that you are running, you have recruited several experimenters to administer your vaccine and measure the outcomes of your participants. If these experimenters knew which vaccines were real and which were fake, they might accidentally reveal this information to the participants, thus influencing their behavior and indirectly the results. They could even directly influence the results. For instance, if experimenters expect the vaccine to result in lower levels of flu symptoms, they might accidentally measure symptoms incorrectly, thus making the vaccine appear more effective than it really is. To avoid this, you hide group assignments from both the participants and the experimenters giving the vaccines – a double-blind study.
  • 10. Triple blinding Although rarely implemented, triple-blind studies occur when group assignment is hidden not only from participants and administrators, but also from those tasked with analyzing the data after the experiment has concluded. Researchers may expect a certain outcome and analyze the data in different ways until they arrive at the outcome they expected, even if it is merely a result of chance.
  • 12. Example In your vaccine study, you have also recruited assistants to analyze the data you gathered on flu infection rates. You decide to hide the group assignments from the participants, the people administering the experiment, and the people analyzing the data – a triple-blind study. To achieve triple blinding, you assign each participant to group 1 or group 2, but do not inform the data analysts which number represents which group.
  • 14. Open Blinding Open Blinding is a procedure in which parties in a trial are kept aware of which treatment arms participants have been assigned to, in other words, which treatment was received.
  • 15. Open Blinding OPEN TRIAL LABEL