Posted on 26th June 2017 by Show
Tutorials and Fundamentals  What is blinding?Blinding is about ensuring that participants and/or personnel within a study are unaware of a particular element of that study. It is done to minimise bias [1,2]. Although blinding can be implemented in a range of study designs, for the purposes of this article, we will focus specifically on randomised controlled trials (RCTs). You will often see that RCTs are described as ‘double-blinded’. This means that both the study participants and researchers are unaware of the group allocations. In other words, neither the patients nor researchers know who is receiving the ‘actual’ intervention or the ‘dummy’ intervention. There are a number of different levels of blinding: Single = One party is blinded to treatment allocation, this usually refers to either patients only or researchers only Double = Two parties are blinded to treatment allocation, this usually refers to patients and researchers Triple = Three parties are blinded to treatment allocation, this usually includes patients, researchers and then other staff involved in the running of the study (e.g. data collectors, statisticians etc). Common methods of blindingOne of the most common methods of blinding in RCTs is the use of seemingly identical medications; one ‘active’ pill and one ‘placebo’ pill. As they are physically identical, it is impossible for patients and researchers to discern which pill is the active one based on appearance alone. This is an example of robust blinding. If it is not robust, there is a risk of un-blinding. This is demonstrated well by a study of lavender and its relation to falls in the elderly [3]. Those receiving the lavender had a patch with the scent whereas controls were given a placebo patch. However, there is a risk that the patients themselves and their caregivers would also detect the lavender scent of those receiving the active intervention. This shatters the blinding process and hence, bias is then introduced either consciously or subconsciously. Reports have found that less than 25% of RCTs adequately report blinding [4]. Moreover, the terms used for blinding have many different interpretations and are not universally defined [5]. Therefore, the CONSORT guidelines for the optimal reporting of RCTs recommends that blinding should not only be robust, but that the manuscript must explicitly state the method of blinding used as well as which parties in the trial were blinded [6,7]. It is not enough to simply state the trial is ‘double-blinded’ without further elaboration. It is notoriously difficult to use blinding in surgical RCTs. This is because the patient is likely to know whether they have been cut open or not. To avoid this, often the tested intervention is an internal surgical technique or the wound is covered using the same large dressing and hence the patients are unaware whether or not they have received an active intervention. However, it can be difficult to blind the surgeon to the tested intervention as they must perform the procedure. This still remains a challenge in medical research. (Although it is not impossible to blind surgeons: have a look at this for more information). It is recommended that the groups are treated as equally as possible, blinding should be attempted in other areas of the study and that any lack of blinding should be recognised in the limitations section [8]. This allows clinicians and other decision-makers to accurately appraise the study when deciding whether to use its results to inform their medical practice. Why is blinding important?Blinding is important for the validity of RCTs. Without it there are number of biases that are unwillingly introduced. It has been shown in an assessment of 33 meta-analyses, encompassing 250 RCTs, that without blinding, odds ratios were exaggerated by up to 17% (P=0.01). This highlights the importance of not just reading medical literature, but appraising it with a critical lens [9]. This is supported by other analyses of an array of methodological aspects of RCTs [10]. Knowledge of group allocations may affect behaviour in the trial. For example, researchers may assess patients who are receiving the active intervention more closely than those receiving the control and hence be more likely to pick up on beneficial and/or adverse effects. Similarly, if patients are aware that they are receiving the active intervention they may be more likely to check for side effects and be more likely to drop out. Furthermore, there is a possibility that if the data collectors or statisticians are aware of treatment allocation then they may also provide a biased assessment of the group outcomes. Even if these people are trustworthy, differences can occur subconsciously, as part of human nature. To eliminate this and ensure independence, it is best that these people are also blinded in an RCT. The trend of going beyond ‘double-blinding’ to ‘triple-blinding’ is becoming more popular, as awareness of the methodological pitfalls in clinical research is improving. Although more logistically challenging, it is best to blind participants, clinicians/researchers, data collectors and statisticians/data analysts. Ensuring everyone is unaware of treatment allocations minimises bias. What about when blinding is not possible?In cases where blinding is not possible or feasible, the outcome measures must be objective! If you are reading a study that is un-blinded, with subjective outcome measures, then you may as well stop reading it and move on. This is because, if a patient is aware they are receiving the active intervention and the outcome measure is subjective, such as ‘how much pain they are experiencing’, their reporting is likely to be biased. Knowledge of the group assignment can consciously or subconsciously cause the patient to feel better and report improved subjective pain tolerance. This is not a reliable study design and the results should not be interpreted with any certainty. It should be emphasised that the use of objective outcome measures are not a replacement for robust blinding in clinical trials. Blinding should be used wherever possible. Allocation concealmentAllocation concealment is ensuring that the person(s) randomising participants does not know what the next treatment allocation must be. This is an often underappreciated aspect of many trials that may lead to significant selection bias and invalid conclusions if not implemented [6,7]. CONSORT guidelines recommend that all RCTs have a robust method of randomisation to ensure its validity and minimise bias [6,7]. Even otherwise well-designed studies can be undermined if proper allocation concealment is not performed. If the randomisation sequence is widely available to the researchers then this can influence who is recruited. For example, if the doctor is in clinic, they may believe a patient may not perform well with the experimental drug. As a result, the clinician may ‘skip’ this patient and not recruit them. Similarly, if the clinician knows a particular patient that they think will be ‘good’ for the experimental drug group, and the allocation sequence is known, they may ‘skip’ the prior patients so that the patient they want is assigned to the experimental drug. These scenarios compromise the randomisation process and introduce bias. The traditional method of using sealed envelopes for allocation is not robust. It has been documented that researchers have used a bright light to see through these envelopes, or that the envelopes have been opened prior to a clinic starting. Instead, best-practice recommends the use of external randomisation sequencing and delivery of the allocation via telephone. This prevents researchers from potentially influencing the allocations. Summary
Click here for referencesTags:What is the treatment level in a psychology experiment?In a psychology experiment, the treatment is the level of the independent variable that the experimenters are manipulating. This can be contrasted with a single-blind study in which the experimenters are aware of which participants are receiving the treatment while the participants remain unaware. 1
What are the different types of research studies?There are five basic types of research studies, each designed to answer different kinds of questions. The five types of studies are discussed below. 1. Case Studies Case studies look at a single subject (e.g., a child with autism) or a single case (e.g., a classroom for children with autism).
What types of experimental studies are used in intervention research?A second type of experimental study frequently used in intervention research is single-case design (SCD). Many studies involving children with autism, particularly those examining behavioral and educational treatments, use single-case designs.
What is descriptive research in a level psychology?1. Descriptive researchseeks to describe the current status of an identified variable. These research projects are designed to provide systematic information about a phenomenon. The researcher does not usually begin with an hypothesis, but is likely to develop one after collecting data.
Which type of research study is set up so that neither subjects nor investigators know which is the active group and which is receiving a placebo?Blinded (or "masked") studies are those in which the subjects, and possibly the investigators as well, are unaware of which treatment the subject is receiving, e.g., active drug or placebo.
What is a blind study in research?(BLINE-ded STUH-dee) A type of study in which the patients (single-blinded) or the patients and their doctors (double-blinded) do not know which drug or treatment is being given. The opposite of a blinded study is an open label study.
Which type of experimental design informs the researchers whom the treatment group is but not the study subjects?A double-blind study withholds each subject's group assignment from both the participant and the researcher performing the experiment. If participants know which group they are assigned to, there is a risk that they might change their behavior in a way that would influence the results.
What is singleIn a single-blind study, patients do not know which study group they are in (for example whether they are taking the experimental drug or a placebo). In a double-blind study, neither the patients nor the researchers/doctors know which study group the patients are in.
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