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  • What is the aim of quantitative research?

    aim Research research

    Questioner:Julian Davis 2023-06-13 07:45:31
The most authoritative answer in 2024
  • Amelia Kim——Studied at the University of British Columbia, Lives in Vancouver, Canada.

    As a domain expert in the field of research methodologies, I am well-versed in the nuances and objectives of both qualitative and quantitative research approaches. The aim of quantitative research is multifaceted and can be understood from various perspectives, which I will elucidate in detail.

    Quantitative research is a systematic empirical investigation that involves the collection and analysis of numerical data. It is characterized by its objectivity, structured methodology, and the use of statistical techniques to interpret results. Here are several key aims of quantitative research:


    1. Objective Measurement: One of the primary aims is to measure phenomena objectively. This involves the use of standardized instruments and scales to ensure that the data collected is reliable and valid.


    2. Generalizability: Quantitative research seeks to establish findings that can be generalized to a larger population. This is achieved through sampling techniques that aim to represent the population of interest.


    3. Causal Inference: A significant aim is to infer causal relationships between variables. Through controlled experiments and the use of statistical methods, researchers can determine whether changes in one variable lead to changes in another.


    4. Prediction: Quantitative research often aims to predict outcomes. By identifying patterns in the data, researchers can forecast future trends or outcomes based on current data.


    5. Efficiency: The process is designed to be efficient, allowing for the collection and analysis of large amounts of data in a relatively short period.


    6. Replicability: Quantitative research is structured in a way that allows for replication. This means that other researchers can follow the same methodology to verify or validate the results.

    7.
    Hypothesis Testing: A fundamental aim is to test hypotheses. Researchers formulate hypotheses that are then tested against the collected data to determine their validity.

    8.
    Statistical Significance: The goal is to determine whether the results are statistically significant, which helps in understanding the impact and relevance of the findings.

    9.
    Model Building: Quantitative research often involves the creation of models that can explain the relationships between variables. These models can be used to understand complex phenomena and make informed decisions.

    10.
    Decision Making: Ultimately, the findings from quantitative research are used to inform decisions in various fields, from business to public policy.

    It is important to note that while quantitative research is focused on numbers and statistical analysis, it does not operate in isolation. It often complements qualitative research, which provides a more in-depth understanding of the context and nuances of the research topic. The two approaches can be used together to gain a more comprehensive understanding of a phenomenon.

    Now, let's transition to the translation of the above response into Chinese.

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    +149932024-05-10 23:28:08
  • Ava Martinez——Studied at Stanford University, Lives in Palo Alto, CA

    The primary aim of a Qualitative Research is to provide a complete, detailed description of the research topic. It is usually more exploratory in nature. Quantitative Research on the other hand focuses more in counting and classifying features and constructing statistical models and figures to explain what is observed.read more >>
    +119962023-06-16 07:45:31

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