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Introduction to Quantitative Research Questions and Answers Graded A+

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Introduction to Quantitative Research Questions and Answers Graded A+ How do researchers test their hypotheses in quantitative research? By collecting and analyzing numerical data What ensures consistency in data collection across participants? Using standardized tools and procedures Wh...

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  • November 24, 2024
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  • Introduction to Quantitative Research
  • Introduction to Quantitative Research
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Introduction to Quantitative Research
Questions and Answers Graded A+
How do researchers test their hypotheses in quantitative research?


✔✔By collecting and analyzing numerical data




What ensures consistency in data collection across participants?


✔✔Using standardized tools and procedures




What is the role of statistical significance in quantitative research?


✔✔To determine if the results are likely due to chance or actual effects




Why is replication critical in quantitative research?


✔✔It strengthens the reliability and validity of findings




What is the purpose of using charts and graphs in quantitative research?


✔✔To visually summarize and present data




1

,How is bias minimized in quantitative data analysis?


✔✔By employing objective statistical methods




What does it mean when a study has high internal validity?


✔✔The study accurately measures the effect of the independent variable on the dependent

variable




How do researchers increase the reliability of their measurements?


✔✔By using well-tested and validated measurement tools




Why are control groups essential in experimental designs?


✔✔They help isolate the effects of the independent variable




What is a confounding variable?


✔✔A factor that influences the dependent variable but is not the focus of the study




How is causation established in a quantitative study?


✔✔Through experimental design with controlled manipulation of variables

2

,What is the importance of a clear research question in a study?


✔✔It guides the focus and scope of the research




How do researchers deal with missing data in quantitative studies?


✔✔By using statistical techniques like imputation or exclusion




What does the term "sample population" mean in quantitative research?


✔✔A subset of the population selected for the study




How do researchers select a representative sample?


✔✔By using random sampling methods




What is the importance of hypothesis testing in quantitative research?


✔✔It helps confirm or refute predictions based on data




How is reliability measured in quantitative research tools?


✔✔By assessing consistency across repeated measurements

3

, What is the role of an operational definition in a study?


✔✔To specify how variables will be measured or defined




Why are ethical considerations crucial in quantitative research?


✔✔To protect participant rights and ensure the integrity of the research




What is the difference between primary and secondary data in quantitative research?


✔✔Primary data is collected directly by the researcher, while secondary data is pre-existing




What is the purpose of inferential statistics in research?


✔✔To make generalizations about a population based on sample data




Why do researchers use confidence intervals?


✔✔To estimate the range within which the true population parameter lies




What is the benefit of using random assignment in experiments?


✔✔It ensures that groups are comparable, reducing bias

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