Another instance in which random sampling is not important is when a researcher is conducting a qualitative study. In qualitative studies, depth of information from selected units of analysis is given more importance rather than the number and representativeness of the target group or population. Thus, for a researcher conducting in-depth interviews of household mothers (for example), the characteristics/selection criteria set in identifying the target group (household mothers) are more important than the randomly selecting participants/members of the target group, which could result to household mothers who do not fit the criteria or characteristics set by the researcher. In effect, the type of information that would be generated from randomly sampled household mothers would not be as insightful as it would have...
However, I have realized that the relevance and importance of implications of a study is hinged primarily on the research framework. The framework serves as the roadmap from which the researcher will be guided throughout the research process. Without the framework, the researcher can get "lost" in the large amounts of data and information generated during data collection, and cannot develop actionable results and recommendations from the data analysis stage. The framework provides and helps maintain the research study's and researcher's focus.
There are sampling methods that are still under the quantitative paradigm but utilize non-random sampling to collect data from samples that are either too expensive or logistically difficult to select if random sampling will be used instead. These sampling methods can be convenience, purposive, quota, and snowball sampling (Babbie, 2003:211). Convenience sampling is a non-random sampling method used when the goal is just to achieve the target sample size of
5. No. No. (i.e. this is neither a random sample nor simple random sample), because the females who attended the meeting were not selected and not all females in the company had an equal chance of talking to the personnel manager. Reference 1. George W. Snedecor, & Cochran, William G. (1989). Statistical Methods (8th ed.): Blackwell Publishing Professional. 2. William G. Zikmund, & Babin, Barry J. (2007). Exploring Market Research 9th. 3. Graham Upton,
Longitudinal Effects of Violent Media Usage on Aggressive Behavior -- The Significance of Empathy by Mossle, T., Kliem, S. & Rehbein, F. This research work by Kliem, Rehbein, and Mossle (2014) was aimed at scrutinizing, in detail, the association of aggressive behavior with exposure to media violence. The study employed a sizeable longitudinal sample of students to ascertain, in particular, empathy's contribution as a potential mediator in this link. (1) Does
experimental method, otherwise known as quantitative research or laboratory study, is to formulate a hypotheses, to collect the data, and test this hypotheses according to scientific principles that obstruct, as carefully as possible, bias, and then to analyze this data using statistical measures. The experimental method uses random sampling as part of its discourse. Practical considerations usually limit the amount of control we have in structuring experiments, for instance we
In frequency control, the type of quota purposive sample being employed in this example, the surveyor would attempt to get a sample that comes close to the known percentages in the population (Cooper & Schindler, 2008). With frequency control, an exact sample is not required, only that the percentages surveyed are close to the known percentages in the population. One of the weaknesses of quota purposive sampling is that the
pilot study. The participants will be self-selected from among existing patients of a free clinic who meet specific criteria. The participants will be invited to attend a diabetes self-management course that is offered free of charge a local clinic. Once the self-selected individuals arrived at the clinic, there are additional selection criteria. The participants will be selected for having hemoglobin A1Cs greater than 10.0, for having Type 2 diabetes,
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