Kategorier: Alle - data - disadvantages - quantitative - reliability

af WENDY DAYANA CONDOR SARAGOSIN 3 år siden

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Main Advantages of the Quantitative Approach

Quantitative research involves collecting data in numerical form, which allows for high reliability and accuracy in the results. The approach is highly structured, focusing on hypothesis testing and clear objectives, making it possible to replicate studies and verify findings.

Main Advantages of the Quantitative Approach

Bibliography: Advantages of Quantitative Research (2018). Recovered from: https://www.theclassroom.com/advantages-disadvantages-of-qualitative-quantitative-research-12082716.html Pros and Cons of Qualitative and Quantitative. (2018) Recovered from: https://classroom.synonym.com/pros-cons-qualitative-quantitative-research-8179604.html Quantitative Research Module. Recovered from: http://dmeforpeace.org/sites/default/files/1.3%20Quantitative%20Research.pdf The Advantages and Disadvantages of Using Qualitative and Quantitative Approaches and Methods in Language “Testing and Assessment” Research: A Literature Review (2016). Recovered from: https://www.researchgate.net/publication/309889936_The_Advantages_and_Disadvantages_of_Using_Qualitative_and_Quantitative_Approaches_and_Methods_in_Language_Testing_and_Assessment_Research_A_Literature_Review The Usefulness of Qualitative and Quantitative Approaches and Methods in Researching Problem-Solving Ability in Science Education

Main Advantages of the Quantitative Approach

Use this mind map structure to discover unseen connections, generate new ideas and reach a better understanding of any given subject.

Conclusion

In the conclusion you should have a brief summary of your key points.

Finally, quantitative research is principally objective and appropriate for the testing of hypotheses and the results are valid, reliable and generalizable to a larger population.

Emphasize how you managed to defend your main idea and goals along the essay.

Disadvantages
The focus on numbers can also be restrictive, which brings with it some disadvantages.

When conducting quantitative research, some errors may occur if a hypothesis or method of data collection and analysis is not developed accurately, which may lead to invalidation of the results.

Quantitative research may be insufficient if it focuses only on numbers, as there is a possibility that information that may be useful in drawing final conclusions may be lost.

A second limitation is that the positivism paradigm does not describe how reality is "configured" nor does it refer to how people "interpret" their behaviors.

This approach fails to provide sufficient explanations of the reasons for the effect of certain variables or aspects on the study group within a detailed context.

The positivism paradigm does not find implications of the social phenomenon anywhere.

Quantitative research
It is also useful to verify the data obtained or to explain some phenomena with the help of many statistical techniques that have been developed "for researchers to predict the scores of a factor or variable".
Quantitative research is useful for doing segmentation of the sample group.
In conclusion, the quantitative approach is suitable for responding more precisely to the analysis of data such as who, how much, what, where, when, how many, and how.

Eliminates bias:

There is no possibility of self-interpretation or preconceptions of the results. The results obtained are statistical. Therefore, they are verifiable.

Wide range of data analysis:

Statistics, allows a larger amount of data to be obtained from larger sample groups, which can be a limitation in other situations.

Rapid data collection:

Data are obtained from a representative group of a population. Wide range of data analysis: Statistics, allows a larger amount of data to be obtained from larger sample groups, which can be a limitation in other situations.

Collect reliable and accurate data

The key points are the arguments which will support your thesis. These can be agreeing arguments or disagreeing arguments too, in each case they need to reflect on the main idea.

Since data are "collected, analyzed, and presented in numbers," the results obtained will be truly reliable.

Use of quantitative research has four key points.

Replicability

It focuses on hypothesis testing based on a well-defined plan and clear objectives.

Quantitative research approach

Quantitative Approach

State the main idea of the essay. This will be your thesis statement.

Use of the quantitative approach simplifies the possibility of measuring how many and how often "situations" occur, it can be used to conduct research that includes a control group and two or more study groups to collect evidence that may be essential for statistical analysis.
Quantitative research approach is a research on a specific problem allowing to observe, count and analyze the required information using statistical techniques, being considered of a scientific nature.

In the introduction you should state the ideas what you want to defend along the essay.

Additionally, the quantitative approach helps researchers to optimize the time and effort invested in the analysis and description of the results obtained.
Involves a research plan, allowing researchers to know how to interpret the results obtained to be more reliable, definitive and standardized.
Use of statistical data and analysis of research has advantages in being verified, confirmed and checked with greater precision.