RESEARCH ARTICLE ON STATISTICAL RESEARCH METHOD
Research Article On Statistical Research Method
Do your research on statistical research methods and choose one article that used a statistical quantitative research method. Review the article and write a report following the steps below:
Your report paper should meet the following requirements:
• Be approximately 3-5 pages in length, not including the required cover page and reference page.
• Follow APA guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.
• Be clear with well-written, concise, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.
Quantitative research
Quantitative research involves gathering and interpreting numerical data to identify trends, create forecasts, test cause-and-effect relationships, and make generalizations about broader populations. It is the antithesis of qualitative research, which focuses on non-numerical data such as video, audio, or written text. Quantitative research is commonly utilized in both natural and social sciences, including fields such as economics, psychology, sociology, biology, chemistry, marketing, and many others.
Quantitative research has numerous advantages, including the ability to replicate studies due to standardized data collection protocols and concrete definitions of abstract concepts. Additionally, it allows for direct comparisons of results across different cultural settings, times, or participant groups, which can be statistically analyzed. Large samples can be processed and analyzed using reliable and consistent procedures through quantitative data analysis, and formalized hypothesis testing procedures enable researchers to carefully consider and report their research variables, predictions, data collection, and testing methods before reaching conclusions.
Quantitative research, despite its benefits, can have certain disadvantages. One significant drawback is that its precise and restrictive operational definitions may not adequately represent complex concepts, resulting in superficiality. In addition, predetermined variables and measurement procedures can lead to a narrow focus that ignores other relevant observations. Structural biases, such as missing data, imprecise measurements, or inappropriate sampling methods, can affect quantitative research, even with standardized procedures. Lastly, quantitative research may lack context as it often takes place in unnatural settings like laboratories and may fail to consider historical and cultural contexts that can affect data collection and results.
