.A sample is the specific group of individuals from whom you will collect data. Mccombs (2023), an example of improper sampling is a survey from a store you get on the receipt. Nowadays, when you go shopping or eat at a restaurant or even the post office, there is a survey they ask you to take. An example is improper sampling, which occurs when an analysis selects a sample that does not represent the entire data population. An example of improper survey sampling would be selection error, meaning the study is self-selected. Only those who are interested in taking the survey respond to the questions. The method that would be used is convenience sampling. Mccombs (2023) states that “this consists of individuals who happen to be most accessible to the researcher.” However, convenient sampling is at risk of both sampling and selection bias” (Mccomb, 2023). The reason convenience sampling is improper is because it is biased. Arden (2013)”It is also tough to copy the results of convenience sampling. it is important to keep these limitations in mind.” It would be best to clarify when a convenience or random sample is used to inform the stakeholders.
The method that should be used is a random sample.”This sampling is where each member of a population is equally likely to be selected. This type of sampling is the simplest and straightforward probability sampling method”.
