Statistical Significance and Meaningfulness
Scenario
Critically evaluate the sample size
To begin with, sample size is very significant. In this particular scenario, the sample size is much more 30, and therefore considered to be a large sample size. Owing to the large sample size, it is expected that the sampling error will be small. And, a small sampling error results in a significant test, in most cases. This is similar to the results proclaimed by the statements.
Critically evaluate the statements for meaningfulness
In assessing the statements for statistical significance it can be said that the statistical p value ought to be employed solely to gauge as to whether the null hypothesis has been rejected, and not whether any other hypotheses such as H1 and H2 have been accepted. Therefore, the statements are meaningful (Page, 2014).
Critically evaluate the statements for statistical significance
The statements are statistically significant. This is because as denoted, the obtained p value was rapidly approaching the 0.05 p value. The implication is that, the likelihood of the random variation alone accounts for the difference is negligible, and therefore it can be said that the outcome is statistically significant. More so, the test statistic surpassed the critical value and therefore the null hypothesis is rejected, and therefore the difference...
Meaningfulness refers to the practical, real world application of a statistic. If a statistically significant correlation between variables, for instance, has meaningfulness that correlation says something to the real world and understanding that correlation can have an impact on how people adjust to the situation from here on out. Therefore, while statistical significance is helpful, it is not the end-all-be-all for research: a research finding has to be meaningful
Statistically Significant Results One of the most important aspects of research findings is to ensure that the results are significant or meaningful in order to influence an appropriate course of action. In this case, the significance of the findings of a study can be described as the quality of being important. Therefore, the efforts carried out by a researcher or group of researchers should be geared towards ensuring the process generates
Statistical Analysis Reported in Two Journal Articles Research endeavors, albeit it clinical, empirical, descriptive, historical, or case study oriented, must at all times adhere to the rigors of effective or best-fit research practice. Without stringent controls placed on the area of investigation no research endeavor will advance any body of knowledge. To this end all research must be finely tuned and described as to intent or purpose, phenomenon to be
Nhst Compare and Contrast Null Hypothesis Significance Testing (NHST) The most commonly used statistical technique for testing the impact of the factor being discussed on observations is Null Hypothesis Significance Testing (NHST). Consequently, NHST is the famous approach to inferential statistics, especially when conducting quantitative research. Despite being the dominant approach, NHST has also become increasingly controversial given the belief by a considerable number of people that it is a flawed
RepliesJosephAs I read your post I was reminded of a verse from the book of Proverbs that says, "The simple believe anything, but the prudent give thought to their steps" (Proverbs 14:15, NIV). This verse emphasizes the importance of carefully considering our actions and decisions, rather than blindly following what others say or do.Similarly, when conducting research, it is crucial to carefully consider which approach will best suit the project's
Clinical Psychology Dissertation - Dream Content as a Therapeutic Approach: Ego Gratification vs. Repressed Feelings An Abstract of a Dissertation Dream Content as a Therapeutic Approach: Ego Gratification vs. Repressed Feelings This study sets out to determine how dreams can be used in a therapeutic environment to discuss feelings from a dream, and how the therapist should engage the patient to discuss them to reveal the relevance of those feelings, in their present,
Our semester plans gives you unlimited, unrestricted access to our entire library of resources —writing tools, guides, example essays, tutorials, class notes, and more.
Get Started Now