According to McBurney and White (2003), an experiment can be defined as “a research procedure in which the scientist must select subjects for different conditions from pre-existing groups” (qtd. in Marks, 2006). This experiment appears to fall into the category of quasi-experiment, and two of the main contributors to this are the seeming lack of randomization and the internal validity threat posed by the limited testing variables.
In addition to this, the design for this experiment appears to lack detail, so that several other areas could exist in which internal and external validity might be compromised. Such details that are lacking include sample size and protocol, which do have a direct effect on the validity of any experiment. Although Rafael’s hypothesis appears acceptable, the experiment would fail to be a true one because of the
...fact that he mentions nothing about the randomization of his subject. Though the initial selection of children might be a random one, this information is not given in his design.
If, for example, these children are chosen “randomly” from the park, a certain amount of bias might already have been introduced into the experiment, as it might already be selecting children who have experience playing (formally or informally) on teams. In any case, it is important to specify how the initial sample of children will be selected. However, it is clear that the assignment of children to different testing groups will not be random at all, as it will be based on the students’ answers to the self-efficacy measure.
If this self efficacy measure is to be the actual experiment, then this would have to be termed a quasi-experiment because of the lack
of a control group. If, however, the self-efficacy measure is used to separate the groups into testing and control group, then the experiment might already be biased. True experiments randomize not just the initially selected group of participants, but also their placements into testing and control groups (Chevalier, 2003; Losh, 2002).
It might be that Rafael has chosen on purpose to assign these groups based on their differences as a method of somehow testing those differences. However, what also makes this a quasi-experiment is the fact that Rafael has made no allowance for the possibility (or rather, the probability) that these children differ according to other variables that have not been made a part of the experiment. Whenever prior information is known about existing differences between the testing and control groups, researchers are expected to put into place statistical controls for these differences (Losh, 2002; Marks, 2006).
For example, some students might have low efficacy for baseball because they have not been exposed enough to it, but be highly interested in playing for a team because they love the game and would like to learn. Yet, these same children might not be able to do this because of prior engagements, lack of parental support, or any number of other reasons. Rafael’s experiment lacks detail on how to deal with these variable aspects of children’s lives.
The lack of any evidence of a treatment protocol in Rafael’s design is a major factor contributing to the classification of this intervention as a quasi-experiment. The lack of protocol will most likely lead to differences in the experience of each of the groups being studied. Not only is it usually desirable in
an experiment that each group follow identical methods of treatment or intervention. Even with a detailed protocol, threats exist in the form of negligence in overseeing the experiment or in the form of subjects who (intentionally or unintentionally) deviate from the procedure.
With no detailed protocol designed for Rafael’s experiment, the dangers of having dissimilar interventions for each group are compounded even further (Chevalier, 2003; Marks, 2006). Another threat to the experimental nature of this intervention regarding the protocol is the necessity that the procedures be representative of the program that Rafael is interested in. That is, whatever procedures make up the protocol should have some amount of resemblance to both baseball and self-efficacy in that activity.
Other considerations such as duration and costs of the experiment also have an effect on their external validity (Chevalier, 2003). With no specified protocol, the external validity of the experiment might be affected. The uncertainty existing in Rafael’s experiment in this regard leads to quasi-experimental status (2003). The size of Rafael’s testing group is also not specified. This poses a problem for more than one reason. Randomization cannot be said to have properly taken place without having a large enough population to choose from (Losh, 2002).
Furthermore, in order to have an internally valid experiment, sample size must be adequate in order to increase the precision of estimates and predictions. Finally, consideration must be given to the possibility that children might drop out of this experiment. Therefore, Rafael needs to specify a large enough sample size for his testing groups so that his experiment might remain valid if some should drop out. Without this specification, the experiment would just be a
quasi-experiment. The main problem with Rafael’s experiment right now is its lack of detail.
The hypothesis is in place, but the design is poorly articulated. Much more thought needs to go into the different aspects of the design, such as inclusion/exclusion criteria, protocol, and sample size. The most glaring problem with this experiment is its apparent lack of proper control and randomization. In the event that differences are known to exist between testing and control groups, it is necessary to build measures into the design that take these variables into consideration. Rafael’s experiment does not appear to address these issues, and therefore must be considered a quasi-experiment.
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