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Blinding in randomized control
trials
Dr Manveer Singh
MBBS, MDContact: drmanveersingh21@gmail.com
DM on Instagram @
https://www.instagram.com/singh_mveer/
Contents
1. Introduction
2. RCT
3. Steps in a RCT
4. Allocation Concealment
5. Bias in RCT
6. Phases in RCT
7. Types of RCT
8. Study Designs of RCT
9. Blinding
10. Methods of Blinding in
different trials
11. Assessment of Blinding
12. Un-blinding
13. Current Scenario of
Blinding
14. CONSORT
15. Conclusion
16. References
Introduction
• A Clinical Trial is one of the final stages of long and
vigilant research procedures.
• Most valid method for assessing the benefits and harms of
healthcare interventions.
• A challenge to validity of RCT is the propensity for biases
so validity of trials should be assessed under blind
conditions.
Randomized Controlled Trial
• Aim:
▫ to test the efficacy of a new drug or a new drug
regimen or a new therapeutic or surgical procedure.
• Basic steps:
1. Drawing up a protocol.
2. Selecting reference and experimental populations.
3. Randomization.
4. Manipulation or intervention.
5. Follow-up.
6. Assessment of outcome.
1. Drawing of Protocol
• Specify the following basic information before the
commencement of the trial.
1. Aims and objectives of the study.
2. Criteria for the selection of study group and control
group.
3. Size of the sample.
4. Procedures for allocation into study group and control
group.
5. Intervention to be done (Methodology of procedure).
6. The cooperation of the participants till the end of the
study.
2. Selection of Reference &
Experimental Population
• Reference population is the target population, to
which the results if found successful, are expected to
be applicable.
• Reference population, depending upon the study,
could be all suffering from a particular disease
under experiment, e.g. TB/leprosy patients for new
therapy/new regimen or patients with hernia for
new surgical procedure, etc.
Contd.
• The study group should fulfill the following three
criteria:
▫ ‘Representative’
▫ ‘informed consent’
▫ ‘Susceptible’
3. Randomization
• Every individual should have an equal chance of being
selected into either study group or control group.
• Methods:
• Simple
• Block randomization
• Stratified randomization
• Covariate adaptive randomization
Contd.
4. Manipulation or Intervention
• to intervene or manipulate the study group by the
deliberate application or withdrawal or
reduction of the causal factor, i.e. new drug,
whereas the control group is put on the inert (or
placebo) or the old drug.
5. Follow-up
• This consists of examination of both the groups at
defined intervals of time for the time framed and the
results are submitted to the statistician.
6. Assessment of Outcome
• This is the final step of clinical trial.
• The results may be
▫ positive
▫ negative
• The incidence of results (positive or negative) is
compared in both the groups and the differences
are tested for significance.
Allocation concealment
• After the creation of an unpredictable allocation
series, the next step is to concealing it at until patients
has been assigned to their groups or respective treatment
arms.
• This would prevent the collapse of randomization.
• It just seeks to eliminate selection bias, that is who is
selected as a participant and is assigned which treatment
arm.
Bias
• Subject variation
• Observer bias
• Bias in evaluation
Phases of clinical trials:
• Phase I
• Phase II
• Phase III
• Phase IV
Types of RCT
• Clinical Trials
• Preventive Trials
• Risk Factor Trials
• Cessation experiments
• Trial of etiological agents
• Evaluation of health services
Types of study designs for RCT
• Simple, two arm (parallel)
Cross Over RCT
Factorial RCT Design
Blinding aka Masking
• It came into existence in very early in research experiments
with the French Academy of Sciences originated the first
recorded blind experiments in 1784.
• First double-blind study was done by Rivers (1908) in
experimental psychology.
• The term "blind test" was first used by Gold 1946.
• Blinding is a crucial method for reducing bias in randomized
clinical trials.
Definition
• Blinding can be defined as withholding
information about the consigned method of
treatment which is likely to prejudice the people
involved in the trial.
Contd.
• Blinding is prevention of bias in Clinical trials
especially when looking at subjective outcomes.
• Simply stating the term blinding refers to keeping all
trial participants (the patients, investigators or those
collecting and assessing outcome data) unaware of
the dispensed intervention, so that this knowledge
does not influence them.
Hierarchy of Blinding
• Single blind
• Double blind
• Triple blind
• Quadruple blind
Single blind
• In Single blind trial usually participants are blind to the
treatment given.
• When it is unacceptable ethically to give placebo treatment
then blinding the treating clinician would serve the purpose.
• Justification for single blind scenarios is possible only when
the carrying out of double-blind becomes unfeasible due to
adjustments required in medication dose or potential side
effects which are unknown and non-quantified.
e.g.
• In a prospective randomized a comparison between
laparoscopic and small-incision cholecystectomy
conducted in 200 patients.
• The patients were randomized in the operating theatre and an
aesthetic technique and pain-control methods were
standardized and identical wound dressings were applied in
both groups.
• Here it was the patients who were blinded as blinding of
surgeons were not possible.
Double blind
• In Double blind trial both the participant and clinician are
blinded.
• Patient is given a bar-code or code.
• The medications also are having a bar-code/ code.
• Blinding the Investigator/clinician eliminates Investigator
bias.
• Because of blinding the investigators are also less likely to
convey their penchants or attitudes to participants, or to
differentially provide additional treatments, or to adjust dose
of the treatment being tested and finally influencing which
patient should leave or continue in the trial.
E.g.
• Bollinger et al conducted a study for reduction of
smoking using oral nicotine inhalers
instead of cigarettes.
• In this study 400 healthy volunteers were included
and provided either active or placebo inhalers by
pharmacists (not part of trial) using a computer
generated list which has randomized participants.
• Thus both the both participants and health
providers were blinded.
Triple blind
• Participants, clinician and outcome
assessors are blinded.
• The need of blinding the outcome assessor is
eminent since unwittingly (or even intentionally)
they may exercise more care about one type
of responses or measurements such as those
supporting a particular hypothesis.
E.g.
• Sham-controlled study of Low-level laser therapy facilitates
superficial wound healing in humans by Hopkins et al blinding was
done as to which treatment group was the sham.
• Sham is a treatment or procedure that is performed as a control and
that is similar to but omits a key therapeutic element of the treatment
or procedure under investigation.
• Here Low level laser beam therapy was given to one group of patients
and sham procedure to other group. It was only after the data
analysis, the manufacturer revealed the true treatment head.
Quadruple blind
• The participants, clinician, outcome assessors and
statistical analyst are blinded.
• Until the entire analysis has been completed the
data analyst should not be aware of the progression or
expected results of intervention.
• At the level of statistical analysis, a bias may be introduced
by the selective use and reporting of various statistical
tests, though this may or may not be unintentional.
E.g.
• Experiment conducted by Ghajari et al comparing
the radiographic findings and success rates
of direct pulp capping with different substances.
• Radiographic and clinical successes were evaluated
at 20-month follow-up by a calibrated dentist,
radiologist and a statistician who were also blind to
the type of used biomaterial.
Methods of blinding in Pharmacological
trials
• For medications to be applied or taken orally a common preparation
can be done to produce similar looking medications (both having
active ingredient and those having none) like similar capsules, tablets,
or similar bottles are commonly used techniques.
• Researchers have used specific flavors such as sugar or peppermint
masking the characteristic taste of the active ingredients.
• For treatments administered by care providers, like intravenous
injections, preparation of opaque dispensers or containers to
adequately conceal different appearances of fluid within can be used.
Contd.
• The provided treatment and placebo should have
identical appearance (size, color, weight, feel, odor,
etc.), same package, same label and same instruction.
Blinding in Non-Pharmacological trials
• Sham procedures can be used for assessing a device or
gauging the success of a surgical procedure.
• The sham procedures can be simulation of the intervention
under consideration; including “standardizing” the
postoperative care.
• It is also recommended that the researcher can use
▫ identical inactivated machine, same light noise sensation, same
instructions, same duration and frequency, patient’s position,
same precautions like protective goggles in both groups.
Contd.
• For example, some studies involved the use of hands-on set of
man oeuvres to simulate treatment or others have used sham
procedures using identical apparatus or machines such as a
switched off machine or use of switched on machine having a barrier
to block the treatment or modifying the position of patient in placebo
arm so that the targeted area is not exposed to the treatment.
• A study assessing use of high-strength magnetic application for
treatment of knee osteoarthritis has used a misdirected magnetic
field (facing away from the knee joint) as placebo.
Blinding in surgical trials
• Blinding is more difficult to achieve.
• Since surgical treatments would often result in tell-tale incisions
and scars differing between groups or there is simply a
comparison between surgical and non-operative intervention.
• In such scenario it is much advisable to blind the other members
of the team including those proving post-operative care like
nursing staff and interacting with patients after surgery like
dieticians and other doctors.
Assessment of Blinding
• Clearly stating who was blinded and providing the
mechanism used. (done in Roddy et al on use of nonoxynol 9
film, aiming to reduce sexual transmission of diseases male-
to-female)
• It clearly mentions that neither the women nor the care
giving staff knew which group of patients were using
appropriated films, and also states that the placebo and
treatment films were indistinguishable in appearance.
• Assessment of blinding using questionnaires.
• Statistical assessment of Blinding.
▫ James' blinding index
▫ Bang's blinding index
Un-blinding
• Life threatening situations and emergencies involving
trial participants.
• Even for a single subject the blinding of a trial should be
done only when knowledge of the treatment assignment
is a must for the subject's care.
• Any breaking of the blind, either intentional or
unintentional should be reported correctly
mentioning the procedure and timing.
E.g.
• In a double-blind randomized trial having 265 subjects
conducted by Bisognano et al to determine the effect of baro-
reflex activation therapy on systolic blood pressure in
resistant hypertension, three subjects met the emergency un-
blinding criteria of hypertensive emergency with confirmed
diastolic BP of 120 mm Hg or greater with evidence of
accelerated symptoms of end-organ damage and had their
treatment assignment revealed.
Current scenario of Blinding
• A recent review including 200 trials with a survey of authors was
conducted regarding how blinding is reported in clinical trials
and how lack of reporting relate to lack of blinding.
• They found that One-hundred and fifty-six (78%) articles
described trials as ‘double blind’ but only a meagre 3 (2%):
explicitly described blinding. They also revealed that twenty
(19%) ‘Double blind’ trials: had not blinded patients, health care
providers or data collectors.
• These results indicate a lack of correct concepts and their faulty
(*Hróbjartsson et al)
Contd.
• A Systematic Review of Randomized Controlled
Trials by Alex Moroz et al .
• Of 54 randomized controlled studies it showed
that overall 61% of the studies were effectively
blinded.
CONSORT
• Consolidated Standards of Reporting Trials
Guidelines were first made available in print in year 1996
and were updated in 2010.
• The statement provides clear cut checklist and flow
diagrams for researchers.
• The recent consort guidelines suggest that terms like
single, double blind etc. are vague and their use
should be abandoned.
• The investigators should rather as to who was blinded
and how they achieved the blinding. The guidelines
have been formulated to perk up the quality of reporting
of various RCTs.
*http://www.consort-statement.org
Conclusion
• Blinding is an important aspect for Randomized
controlled trial (RCTs) for removing the biases.
• While undertaking RCTs researchers must ensure
proper allocation concealment (before randomization)
and blinding as appropriate.
• Researchers must also report the process of blinding
clearly while publishing the research article.
• Following CONSORT guidelines can minimize errors.
References
• Paul J. Karanicolas et al. Blinding: Who, what, when, why, how?
Can J Surg. 2010 Oct; 53(5): 345–348.
• Saxena V, Naithani M, Mirza AA. Blinding in randomized control
trials: the enigma unraveled. Indian J Comm Health. 2016; 28, 1:
04-09.
• Kenneth F Schulz, David A Grimes. Blinding in randomised trials:
hiding who got what. THE LANCET 2002 |Vol 359 |
• Hulley et al. Designing Clinical Research. 2ndEdition. Lippincott
Williams & Wilkins, 2001
Thank You

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Blinding in RCT the enigma unraveled

  • 1. Blinding in randomized control trials Dr Manveer Singh MBBS, MDContact: drmanveersingh21@gmail.com DM on Instagram @ https://www.instagram.com/singh_mveer/
  • 2. Contents 1. Introduction 2. RCT 3. Steps in a RCT 4. Allocation Concealment 5. Bias in RCT 6. Phases in RCT 7. Types of RCT 8. Study Designs of RCT 9. Blinding 10. Methods of Blinding in different trials 11. Assessment of Blinding 12. Un-blinding 13. Current Scenario of Blinding 14. CONSORT 15. Conclusion 16. References
  • 3. Introduction • A Clinical Trial is one of the final stages of long and vigilant research procedures. • Most valid method for assessing the benefits and harms of healthcare interventions. • A challenge to validity of RCT is the propensity for biases so validity of trials should be assessed under blind conditions.
  • 4. Randomized Controlled Trial • Aim: ▫ to test the efficacy of a new drug or a new drug regimen or a new therapeutic or surgical procedure. • Basic steps: 1. Drawing up a protocol. 2. Selecting reference and experimental populations. 3. Randomization. 4. Manipulation or intervention. 5. Follow-up. 6. Assessment of outcome.
  • 5.
  • 6. 1. Drawing of Protocol • Specify the following basic information before the commencement of the trial. 1. Aims and objectives of the study. 2. Criteria for the selection of study group and control group. 3. Size of the sample. 4. Procedures for allocation into study group and control group. 5. Intervention to be done (Methodology of procedure). 6. The cooperation of the participants till the end of the study.
  • 7. 2. Selection of Reference & Experimental Population • Reference population is the target population, to which the results if found successful, are expected to be applicable. • Reference population, depending upon the study, could be all suffering from a particular disease under experiment, e.g. TB/leprosy patients for new therapy/new regimen or patients with hernia for new surgical procedure, etc.
  • 8. Contd. • The study group should fulfill the following three criteria: ▫ ‘Representative’ ▫ ‘informed consent’ ▫ ‘Susceptible’
  • 9. 3. Randomization • Every individual should have an equal chance of being selected into either study group or control group. • Methods: • Simple • Block randomization • Stratified randomization • Covariate adaptive randomization
  • 11. 4. Manipulation or Intervention • to intervene or manipulate the study group by the deliberate application or withdrawal or reduction of the causal factor, i.e. new drug, whereas the control group is put on the inert (or placebo) or the old drug.
  • 12. 5. Follow-up • This consists of examination of both the groups at defined intervals of time for the time framed and the results are submitted to the statistician.
  • 13. 6. Assessment of Outcome • This is the final step of clinical trial. • The results may be ▫ positive ▫ negative • The incidence of results (positive or negative) is compared in both the groups and the differences are tested for significance.
  • 14. Allocation concealment • After the creation of an unpredictable allocation series, the next step is to concealing it at until patients has been assigned to their groups or respective treatment arms. • This would prevent the collapse of randomization. • It just seeks to eliminate selection bias, that is who is selected as a participant and is assigned which treatment arm.
  • 15. Bias • Subject variation • Observer bias • Bias in evaluation
  • 16. Phases of clinical trials: • Phase I • Phase II • Phase III • Phase IV
  • 17. Types of RCT • Clinical Trials • Preventive Trials • Risk Factor Trials • Cessation experiments • Trial of etiological agents • Evaluation of health services
  • 18. Types of study designs for RCT • Simple, two arm (parallel)
  • 21. Blinding aka Masking • It came into existence in very early in research experiments with the French Academy of Sciences originated the first recorded blind experiments in 1784. • First double-blind study was done by Rivers (1908) in experimental psychology. • The term "blind test" was first used by Gold 1946. • Blinding is a crucial method for reducing bias in randomized clinical trials.
  • 22. Definition • Blinding can be defined as withholding information about the consigned method of treatment which is likely to prejudice the people involved in the trial.
  • 23. Contd. • Blinding is prevention of bias in Clinical trials especially when looking at subjective outcomes. • Simply stating the term blinding refers to keeping all trial participants (the patients, investigators or those collecting and assessing outcome data) unaware of the dispensed intervention, so that this knowledge does not influence them.
  • 24. Hierarchy of Blinding • Single blind • Double blind • Triple blind • Quadruple blind
  • 25. Single blind • In Single blind trial usually participants are blind to the treatment given. • When it is unacceptable ethically to give placebo treatment then blinding the treating clinician would serve the purpose. • Justification for single blind scenarios is possible only when the carrying out of double-blind becomes unfeasible due to adjustments required in medication dose or potential side effects which are unknown and non-quantified.
  • 26. e.g. • In a prospective randomized a comparison between laparoscopic and small-incision cholecystectomy conducted in 200 patients. • The patients were randomized in the operating theatre and an aesthetic technique and pain-control methods were standardized and identical wound dressings were applied in both groups. • Here it was the patients who were blinded as blinding of surgeons were not possible.
  • 27. Double blind • In Double blind trial both the participant and clinician are blinded. • Patient is given a bar-code or code. • The medications also are having a bar-code/ code. • Blinding the Investigator/clinician eliminates Investigator bias. • Because of blinding the investigators are also less likely to convey their penchants or attitudes to participants, or to differentially provide additional treatments, or to adjust dose of the treatment being tested and finally influencing which patient should leave or continue in the trial.
  • 28. E.g. • Bollinger et al conducted a study for reduction of smoking using oral nicotine inhalers instead of cigarettes. • In this study 400 healthy volunteers were included and provided either active or placebo inhalers by pharmacists (not part of trial) using a computer generated list which has randomized participants. • Thus both the both participants and health providers were blinded.
  • 29. Triple blind • Participants, clinician and outcome assessors are blinded. • The need of blinding the outcome assessor is eminent since unwittingly (or even intentionally) they may exercise more care about one type of responses or measurements such as those supporting a particular hypothesis.
  • 30. E.g. • Sham-controlled study of Low-level laser therapy facilitates superficial wound healing in humans by Hopkins et al blinding was done as to which treatment group was the sham. • Sham is a treatment or procedure that is performed as a control and that is similar to but omits a key therapeutic element of the treatment or procedure under investigation. • Here Low level laser beam therapy was given to one group of patients and sham procedure to other group. It was only after the data analysis, the manufacturer revealed the true treatment head.
  • 31. Quadruple blind • The participants, clinician, outcome assessors and statistical analyst are blinded. • Until the entire analysis has been completed the data analyst should not be aware of the progression or expected results of intervention. • At the level of statistical analysis, a bias may be introduced by the selective use and reporting of various statistical tests, though this may or may not be unintentional.
  • 32. E.g. • Experiment conducted by Ghajari et al comparing the radiographic findings and success rates of direct pulp capping with different substances. • Radiographic and clinical successes were evaluated at 20-month follow-up by a calibrated dentist, radiologist and a statistician who were also blind to the type of used biomaterial.
  • 33. Methods of blinding in Pharmacological trials • For medications to be applied or taken orally a common preparation can be done to produce similar looking medications (both having active ingredient and those having none) like similar capsules, tablets, or similar bottles are commonly used techniques. • Researchers have used specific flavors such as sugar or peppermint masking the characteristic taste of the active ingredients. • For treatments administered by care providers, like intravenous injections, preparation of opaque dispensers or containers to adequately conceal different appearances of fluid within can be used.
  • 34. Contd. • The provided treatment and placebo should have identical appearance (size, color, weight, feel, odor, etc.), same package, same label and same instruction.
  • 35. Blinding in Non-Pharmacological trials • Sham procedures can be used for assessing a device or gauging the success of a surgical procedure. • The sham procedures can be simulation of the intervention under consideration; including “standardizing” the postoperative care. • It is also recommended that the researcher can use ▫ identical inactivated machine, same light noise sensation, same instructions, same duration and frequency, patient’s position, same precautions like protective goggles in both groups.
  • 36. Contd. • For example, some studies involved the use of hands-on set of man oeuvres to simulate treatment or others have used sham procedures using identical apparatus or machines such as a switched off machine or use of switched on machine having a barrier to block the treatment or modifying the position of patient in placebo arm so that the targeted area is not exposed to the treatment. • A study assessing use of high-strength magnetic application for treatment of knee osteoarthritis has used a misdirected magnetic field (facing away from the knee joint) as placebo.
  • 37. Blinding in surgical trials • Blinding is more difficult to achieve. • Since surgical treatments would often result in tell-tale incisions and scars differing between groups or there is simply a comparison between surgical and non-operative intervention. • In such scenario it is much advisable to blind the other members of the team including those proving post-operative care like nursing staff and interacting with patients after surgery like dieticians and other doctors.
  • 38. Assessment of Blinding • Clearly stating who was blinded and providing the mechanism used. (done in Roddy et al on use of nonoxynol 9 film, aiming to reduce sexual transmission of diseases male- to-female) • It clearly mentions that neither the women nor the care giving staff knew which group of patients were using appropriated films, and also states that the placebo and treatment films were indistinguishable in appearance. • Assessment of blinding using questionnaires. • Statistical assessment of Blinding. ▫ James' blinding index ▫ Bang's blinding index
  • 39. Un-blinding • Life threatening situations and emergencies involving trial participants. • Even for a single subject the blinding of a trial should be done only when knowledge of the treatment assignment is a must for the subject's care. • Any breaking of the blind, either intentional or unintentional should be reported correctly mentioning the procedure and timing.
  • 40. E.g. • In a double-blind randomized trial having 265 subjects conducted by Bisognano et al to determine the effect of baro- reflex activation therapy on systolic blood pressure in resistant hypertension, three subjects met the emergency un- blinding criteria of hypertensive emergency with confirmed diastolic BP of 120 mm Hg or greater with evidence of accelerated symptoms of end-organ damage and had their treatment assignment revealed.
  • 41. Current scenario of Blinding • A recent review including 200 trials with a survey of authors was conducted regarding how blinding is reported in clinical trials and how lack of reporting relate to lack of blinding. • They found that One-hundred and fifty-six (78%) articles described trials as ‘double blind’ but only a meagre 3 (2%): explicitly described blinding. They also revealed that twenty (19%) ‘Double blind’ trials: had not blinded patients, health care providers or data collectors. • These results indicate a lack of correct concepts and their faulty (*Hróbjartsson et al)
  • 42. Contd. • A Systematic Review of Randomized Controlled Trials by Alex Moroz et al . • Of 54 randomized controlled studies it showed that overall 61% of the studies were effectively blinded.
  • 43. CONSORT • Consolidated Standards of Reporting Trials Guidelines were first made available in print in year 1996 and were updated in 2010. • The statement provides clear cut checklist and flow diagrams for researchers. • The recent consort guidelines suggest that terms like single, double blind etc. are vague and their use should be abandoned. • The investigators should rather as to who was blinded and how they achieved the blinding. The guidelines have been formulated to perk up the quality of reporting of various RCTs.
  • 45. Conclusion • Blinding is an important aspect for Randomized controlled trial (RCTs) for removing the biases. • While undertaking RCTs researchers must ensure proper allocation concealment (before randomization) and blinding as appropriate. • Researchers must also report the process of blinding clearly while publishing the research article. • Following CONSORT guidelines can minimize errors.
  • 46. References • Paul J. Karanicolas et al. Blinding: Who, what, when, why, how? Can J Surg. 2010 Oct; 53(5): 345–348. • Saxena V, Naithani M, Mirza AA. Blinding in randomized control trials: the enigma unraveled. Indian J Comm Health. 2016; 28, 1: 04-09. • Kenneth F Schulz, David A Grimes. Blinding in randomised trials: hiding who got what. THE LANCET 2002 |Vol 359 | • Hulley et al. Designing Clinical Research. 2ndEdition. Lippincott Williams & Wilkins, 2001

Editor's Notes

  1. Suppose the trial is on the effect of a new drug for Anemia, the volunteers must be anemic .
  2. Flipping a coin Deck of cards Dice RNT Computer based
  3. positive (e.g. the new drug is better and safer) negative (e.g. the new drug is not good and/or more hazardous).
  4. Subject variation: Patients may report better/improvement, if they know that they are under new treatment. Observer bias: Is made by the investigator while observing. Bias in evaluation: Is made by the investigator subconsciously.
  5. Phase I: Trial is done on a small group of healthy individuals to (10 to 30) know the safety, the efficacy and the side effects of the vaccine. Usually, it takes 8 to 12 months to complete phase I trial. Phase II: Trial is carried out on a larger group of persons (50-500), to know not only the safety of the vaccine but also refining the dosage schedule. This is often carried out in multiple centers. Phase II trials generally take 18 to 24 months to complete. In Phase II b trails (Step study or test of concept trial) enables the researcher to decide whether the vaccine is worth testing in larger. Phase III trial. Phase III: In this phase, trial is carried out on thousands of volunteers not only to know the safety, efficacy and immune response but also to decide whether the vaccine is fit for manufacturing. The minimum duration of phase III trial is up to three years Phase IV: This is a continuous ongoing process to know the long- term effects of the vaccine.
  6. Retrolental fibroplasia
  7. Single blind: where only participant/ only clinician is blinded to assigned intervention or treatment Double blind: Both participant and clinician/ health care provider are blinded to treatment Triple blind: participants, clinician and outcome assessors blinded to treatment Quadruple blind: participants, clinician, outcome assessors and statistical analyst blinded to treatment