Strengths and Weaknesses of Statistics for Research
Using statistics effectively includes understanding their scope and limitations. Researchers must identify the contexts most suitable for applying statistics and determine the most appropriate level of data.
In this assignment, you will compose a 2- to 3-page essay analyzing the strengths and weaknesses of statistics for research.
Step 1. Compare
First, brainstorm situations where statistics would be most appropriate to test differences or relationships between certain measures (variables). Consider which level of data might be needed to do so.
Then, compare those situations to other contexts with limitations or barriers to such research. In your comparison, discuss why weaknesses of statistics must be considered when applying them to research problems. You might frame your analysis as advantages versus disadvantages of applying statistics to research problems.
Step 2. Compose
Compose your essay. The essay should have the following structure:
Introduction
Strengths/advantages of statistical research with examples
Weaknesses/disadvantages of statistical research with examples
Summary/conclusion
Include three scholarly references to support your arguments.
Texts: Using and Interpreting Statistics in the Social, Behavioral, and Health Sciences
The Tao of Statistics: A Path to Understanding (With No Math)
Strengths and Weaknesses of Statistics for Research
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Strengths and Weaknesses of Statistics for Research
Statistical research involves studying ways to collect, analyze, summarize, and make conclusions from data. Statistics is a crucial tool for researchers as it allows them to make sensible statistical inferences that might be used for larger populations. Students and researchers can make useful and meaningful conclusions that help address real-world issues through systematic collection, analysis, description, and evaluation of information. As a result, statistical methods play an integral role during scientific research as they tend to dominate scientific research because they include planning, designing, gathering data, analyzing, and interpreting the research findings. This paper reflects on various strengths/advantages and weaknesses/disadvantages of statistical research with examples.
Statistics are screens on how people see the world. Statistics focuses on individuals' vision and assists them in observing through the fog (Keller, 2006). They are essential in people's daily life, from data collection and analysis to communicating findings necessary for making policy recommendations (Zelner et al., 2021). For example, when a pandemic occurs, surveillance data are vital for assessing existing status. Irrespective of how technical statistics are, it is an idea that every person can grasp.
Statistics research also allows the taming of ambiguity through quantifying. Population parameters are used in the statistical world without ambiguity and the importance of guessing. The presence of ambiguity contributes to the application of sample statistics. As a result, statistics are diverse methods of making educated guesses. They achieve this using a remarkable flair for Greek letters and long equations, but they are guesses nonetheless. Moreover, the world is run by statistics or individuals who acquire statistical information integral to basing their decisions. With the communication industry becoming more popular, individuals' interest in and need to know statistics has become a central feature of modern society. Furthermore, in modern society, people apply statistics in various fields. For example, economists use it to evaluate the efficiency of substitute production stra...