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Additional info for Child and Adolescent Development for Educators
The best quantitative studies are simultaneously high on internal and external validity, report outcomes proven to be reliable, and use a variety of objective measures so that triangulation is possible. Sometimes in quantitative studies a relationship between two variables is indicated in a correlation coefficient. Quantitative research focuses on testing theories using objective techniques. In contrast, qualitative researchers use subjective interpretation to construct a grounded theory that is verified through member checking.
3. : An Example of a Longitudinal Study McCall, Evahn, and Kratzer (1992) analyzed data from a study begun in 1965–1966 in the State of Washington. They obtained achievement and ability data on more than 6,000 high-school juniors and seniors who spanned the entire range of achievement. The sample included three broad categories of students: (1) overachievers who had better grades relative to their expected ability, (2) ability-consistent achievers whose grades and abilities were consistent, and (3) underachievers whose grades were worse than would be expected on the basis of their ability.
For instance, test anxiety is negatively correlated with test performance in that more test anxiety is associated with lower test performance. So, in the case of Sadoski (1983), the relationship between mental imaging and text comprehension and recall was moderate in size and positive. The fifth graders who reported creating more images while they read comprehended and recalled more text. The presence of a correlation, however, does not prove a causal relationship. For example, in the case of the correlation between construction of mental images and text recall it is possible that children who naturally use imagery are more intelligent or deeper thinkers.