Quantitative Research Methods Overview

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Questions and Answers

What is a key characteristic of quantitative research outcomes in terms of presentation?

  • They are only shared orally.
  • They come in the form of lengthy reports.
  • They are frequently represented in tables and graphs. (correct)
  • They are often presented as detailed narratives.

How can outcomes from quantitative research be effectively utilized?

  • They are not applicable outside the initial context.
  • They can only be used for the specific research for which they were collected.
  • They can be reused for similar research problems, saving time and expenses. (correct)
  • They must be discarded after the research concludes.

What is a primary advantage of close-ended questions in quantitative research?

  • They provide detailed and varied responses.
  • They facilitate more scattered data collection.
  • They require more time to analyze.
  • They yield specific and reliable answers. (correct)

What form does the outcome of quantitative research typically take?

<p>Numerical representations (B)</p> Signup and view all the answers

What does the generalization of quantitative research outcomes allow researchers to do?

<p>Make accurate predictions about an entire population. (C)</p> Signup and view all the answers

Why do participants tend to prefer answering close-ended questions?

<p>They find them less challenging than open-ended questions. (C)</p> Signup and view all the answers

Which of the following is NOT a characteristic of the outcome of quantitative research?

<p>It consists primarily of qualitative data. (D)</p> Signup and view all the answers

In what way does the outcome of quantitative research facilitate decision-making by management?

<p>By providing clear visual representations like graphs. (C)</p> Signup and view all the answers

What is a significant limitation of quantitative research regarding the data it provides?

<p>It can reflect researchers' biases more than participants' views. (C)</p> Signup and view all the answers

Which of the following best describes a characteristic of quantitative research?

<p>It employs a rigid and static discovery process. (B)</p> Signup and view all the answers

Why might quantitative research provide less insight into human behaviors?

<p>It uses preset answers that can oversimplify complex feelings. (A)</p> Signup and view all the answers

What type of research aims to systematically describe a population or phenomenon?

<p>Descriptive research (C)</p> Signup and view all the answers

Which of the following is a type of quantitative research?

<p>Descriptive research (B)</p> Signup and view all the answers

What impact does an unnatural research environment have on quantitative research outcomes?

<p>It may yield results that are not representative of real-world situations. (D)</p> Signup and view all the answers

How do quantitative research methods handle participant responses?

<p>They use standardized questions that can limit individual expression. (D)</p> Signup and view all the answers

What is a common outcome of the rigid approach used in quantitative research?

<p>Narrow and sometimes superficial datasets. (A)</p> Signup and view all the answers

What is the primary focus of causal-comparative research?

<p>Identifying how different groups are affected by the same circumstance (D)</p> Signup and view all the answers

In causal-comparative research, how are groups typically formed?

<p>From naturally occurring or pre-existing groups (A)</p> Signup and view all the answers

What method is commonly used to present data in causal-comparative research?

<p>Statistical analysis (C)</p> Signup and view all the answers

Which statement is true regarding experimental research?

<p>It seeks to identify and impose control over all but one variable. (A)</p> Signup and view all the answers

What differentiates true experiments from causal-comparative research?

<p>True experiments manipulate independent variables. (C)</p> Signup and view all the answers

How are subjects assigned in true experiments?

<p>Through random assignment (D)</p> Signup and view all the answers

What is the role of hypotheses in experimental research?

<p>To be proven or disproven through the study (D)</p> Signup and view all the answers

In what context is a study like 'The Effects of Multi-vitamins on Students’ Absenteeism' classified?

<p>Causal-comparative research (B)</p> Signup and view all the answers

What is the main goal of correlational research?

<p>To identify relationships between variables (C)</p> Signup and view all the answers

Which statement about correlational research is true?

<p>Correlational research analyzes patterns and trends in data. (C)</p> Signup and view all the answers

In correlational research, what is a common misconception regarding correlation?

<p>Correlation implies a direct cause and effect relationship. (C)</p> Signup and view all the answers

What distinguishes causal-comparative/quasi-experimental research from true experiments?

<p>The manipulation of independent variables is not required. (D)</p> Signup and view all the answers

What is an essential characteristic of correlational research?

<p>It studies variables as they occur naturally. (A)</p> Signup and view all the answers

Which of the following examples best represents a correlational research study?

<p>Analyzing the relationship between students' mindsets and their academic performance. (B)</p> Signup and view all the answers

Which of the following best describes the use of independent variables in causal-comparative/quasi-experimental research?

<p>Independent variables are not manipulated but measured. (B)</p> Signup and view all the answers

What should researchers be cautious about when interpreting results from correlational studies?

<p>Claiming that correlation always implies causation. (A)</p> Signup and view all the answers

What is a primary function of quantitative research in education?

<p>To measure the level of performance of students and teachers (C)</p> Signup and view all the answers

Which of the following is NOT a reason why quantitative research is considered important?

<p>It relies heavily on subjective interpretation (A)</p> Signup and view all the answers

How does quantitative research benefit the medical field?

<p>By yielding statistics that can improve recovery rates (C)</p> Signup and view all the answers

Which aspect of quantitative research is emphasized in scientific studies?

<p>Testing efficiency of new inventions using recorded data (C)</p> Signup and view all the answers

What does quantitative research assume about the sample population?

<p>The sample is representative of the population (A)</p> Signup and view all the answers

What does quantitative research primarily focus on in relation to problems?

<p>Reducing and restructuring problems to a limited number of variables (C)</p> Signup and view all the answers

Which type of research involves conducting experiments to validate statements?

<p>Experimental research (C)</p> Signup and view all the answers

In the business field, what aspect does quantitative research primarily improve?

<p>Market research and product development (C)</p> Signup and view all the answers

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Study Notes

Highly Reliable Outcome

  • Quantitative research methods are preferred in industrial research due to their reliability.
  • Outcomes are easily interpreted and understood, typically represented through tables and graphs, facilitating quick management approval.

Reusable Outcome

  • Data collected in quantitative research is versatile and can be applied to future studies on similar issues.
  • Previous findings can inform new research problems, saving both time and resources, for instance, monetary value assessments for different electronic products.

Close-Ended Questions

  • Close-ended questions yield specific responses, making them more reliable compared to open-ended questions, which may result in scattered and detailed answers.
  • Respondents tend to prefer close-ended questions, leading to more uniform data collection.

Numerical Outcome

  • Results from quantitative research are presented in numerical formats such as percentages and ranges, aiding in clarity and understanding.
  • Numerical data facilitates straightforward conclusions, contrasting with more complex narrative outcomes.

Generalization of Outcome

  • Quantitative research outcomes can easily be generalized to a larger population, enhancing the applicability of results.

Limitations of Quantitative Research

  • Quantitative methods may overlook contextual nuances, utilizing a rigid approach that limits data discovery.
  • Standardized questions can introduce "structural bias," potentially misrepresenting participants' true views.
  • Numeric results provide less insight into behaviors, attitudes, or motivations and focus more on superficial data.
  • Research is often conducted in controlled settings, which may not reflect real-world situations, leading to "laboratory results."
  • Preset answers may not accurately capture true feelings, producing results closer to researchers' hypotheses than participants' actual views.

Kinds of Quantitative Research

Descriptive Research

  • Aims to systematically describe current statuses of identified variables, providing systematic information about phenomena.

Correlational Research

  • Examines relationships between two or more variables using statistical data without establishing causation.
  • Focuses on identifying trends and patterns, often involving manipulation of specific variables.

Causal-Comparative/Quasi-Experimental Research

  • Aims to establish cause-and-effect relationships among variables, using pre-existing or naturally formed groups without random assignment.
  • Observes differences among groups affected by various circumstances.

Experimental Research

  • Involves true experiments that aim to control variables to establish cause-effect relationships.
  • Subjects are randomly assigned to conditions, allowing for hypothesis testing.

Importance of Quantitative Research Across Fields

  • Education: Assesses performance metrics for students and teachers.
  • Business: Enhances marketing strategies and product development decisions.
  • Science and Technology: Critical in experiments for new devices and evaluating efficiency.
  • Medical and Health: Generates statistics that improve patient recovery rates and treatment efficacy.

Reasons Why Quantitative Research Is Important

  • Provides reliable and objective findings based on statistical analysis.
  • Simplifies complex problems into manageable variables, facilitating the establishment of relationships and causality.
  • Facilitates theory testing with a representative sample of the population.
  • While offering less detail than qualitative methods, it appreciates researchers' objectivity in methodology.

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