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The Process of Writing a Statistical Data Analysis Report Example
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Every hour that teachers spend preparing kids to succeed on standardized tests, even if that investment pays off, is an hour not spent helping kids to become critical, curious, creative thinkers.

The limitations of these tests are so numerous and so serious that studies showing an association between homework and higher scores are highly misleading.

The fact that more meaningful outcomes are hard to quantify does not make test scores or grades any more valid, reliable, or useful as measures. To use them anyway calls to mind the story of the man who looked for his lost keys near a streetlight one night not because that was where he dropped them but just because the light was better there. Even taken on its own terms, the research turns up some findings that must give pause to anyone who thinks homework is valuable.

Homework matters less the longer you look. The longer the duration of a homework study, the less of an effect the homework is shown to have. The studies finding the greatest effect were those that captured less of what goes on in the real world by virtue of being so brief.

Even where they do exist, positive effects are often quite small. The same was true of a large-scale high school study from the s. There is no evidence of any academic benefit from homework in elementary school.

The absence of evidence supporting the value of homework before high school is generally acknowledged by experts in the field — even those who are far less critical of the research literature and less troubled by the negative effects of homework than I am.

But this remarkable fact is rarely communicated to the general public. In , Cooper summarized the available research with a sentence that ought to be e-mailed to every parent, teacher, and administrator in the country: It, too, found minuscule correlations between the amount of homework done by sixth graders, on the one hand, and their grades and test scores, on the other. For third graders, the correlations were negative: He was kind enough to offer the citations, and I managed to track them down.

The point was to see whether children who did math homework would perform better on a quiz taken immediately afterward that covered exactly the same content as the homework. The third study tested 64 fifth graders on social studies facts. All three of these experiments found exactly what you would expect: The kids who had drilled on the material — a process that happened to take place at home — did better on their respective class tests.

The final study, a dissertation project, involved teaching a lesson contained in a language arts textbook. It seems safe to say that these latest four studies offer no reason to revise the earlier summary statement that no meaningful evidence exists of an academic advantage for children in elementary school who do homework. The correlation only spikes at or above grade A large correlation is necessary, in other words, but not sufficient.

Indeed, I believe it would be a mistake to conclude that homework is a meaningful contributor to learning even in high school. Remember that Cooper and his colleagues found a positive effect only when they looked at how much homework high school students actually did as opposed to how much the teacher assigned and only when achievement was measured by the grades given to them by those same teachers.

All of the cautions, qualifications, and criticisms in this chapter, for that matter, are relevant to students of all ages. Students who take this test also answer a series of questions about themselves, sometimes including how much time they spend on homework.

For any number of reasons, one might expect to find a reasonably strong association between time spent on homework and test scores. Yet the most striking result, particularly for elementary students, is precisely the absence of such an association. Consider the results of the math exam. Fourth graders who did no homework got roughly the same score as those who did 30 minutes a night.

Remarkably, the scores then declined for those who did 45 minutes, then declined again for those who did an hour or more! In twelfth grade, the scores were about the same regardless of whether students did only 15 minutes or more than an hour. In the s, year-olds in a dozen nations were tested and also queried about how much they studied. Again, the results were not the same in all countries, even when the focus was limited to the final years of high school where the contribution of homework is thought to be strongest.

Usually it turned out that doing some homework had a stronger relationship with achievement than doing none at all, but doing a little homework was also better than doing a lot. Again they came up empty handed. Our students get significantly less homework than their counterparts across the globe.

Every step of this syllogism is either flawed or simply false. Premise 2 has been debunked by a number of analysts and for a number of different reasons. But in fact there is now empirical evidence, not just logic, to challenge the conclusions. Two researchers looked at TIMSS data from both and in order to be able to compare practices in 50 countries.

When they published their findings in , they could scarcely conceal their surprise:. Not only did we fail to find any positive relationships, [but] the overall correlations between national average student achievement and national averages in the frequency, total amount, and percentage of teachers who used homework in grading are all negative!

If these data can be extrapolated to other subjects — a research topic that warrants immediate study, in our opinion — then countries that try to improve their standing in the world rankings of student achievement by raising the amount of homework might actually be undermining their own success. More homework may actually undermine national achievement. Incidental research raises further doubts about homework.

Reviews of homework studies tend to overlook investigations that are primarily focused on other topics but just happen to look at homework, among several other variables. Here are two examples:. First, a pair of Harvard scientists queried almost 2, students enrolled in college physics courses in order to figure out whether any features of their high school physics courses were now of use to them.

At first they found a very small relationship between the amount of homework that students had had in high school and how well they were currently doing. Once the researchers controlled for other variables, such as the type of courses kids had taken, that relationship disappeared. The same researchers then embarked on a similar study of a much larger population of students in college science classes — and found the same thing: She then set out to compare their classroom practices to those of a matched group of other teachers.

A word abstract is a perfect way to start many academic papers. This piece of writing contains a summary of the entire text, highlighted major points, target audience, and goals of the project. From this point, move smoothly to the introduction with the clear explanation of why the writer has chosen the specific topic. The body of such project is different from other academic assignments.

The writer must list and describe the chosen research methods and findings based on the obtained data. Why can it be harder? The last stage is the same in any type of academic writing: The examples of topics to let the students realize how to write a statistical report are given in the article:. There is no way to understand how to do a statistical analysis report without recognizing the importance of correct formatting.

Do it in the next section! How to do a statistical analysis report regarding formatting? In most cases, the students face the formatting approaches listed below:. It all depends on the area of study. The students can read writing style manuals available online.

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Statistics is a complex subject. Make your way through by purchasing cheap homework solutions online from the web’s top experienced academic writers! It is time to learn how to do a statistical analysis report. How to Write a Statistical Report: Prologue.

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In this course, you will learn R via your existing knowledge of basic statistics and gain a familiarity with R to use it to conduct statistical analysis.

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Minitab helps businesses increase efficiency and improve quality through smart data analysis. Excel is the widely used statistical package, which serves as a tool to understand statistical concepts and computation to check your hand-worked calculation in solving your homework problems.

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