Podcast
Questions and Answers
What is the primary goal of descriptive research?
What is the primary goal of descriptive research?
- To investigate the relationships between variables.
- To predict future outcomes based on data.
- To establish cause and effect relationships.
- To describe the characteristics of a person or object. (correct)
Which of the following best describes correlational research?
Which of the following best describes correlational research?
- It focuses solely on quantitative data without any qualitative insights.
- It examines causal relationships through experiments.
- It relies on random assignment of subjects to groups.
- It identifies relationships between variables without establishing cause and effect. (correct)
Which design involves examining the effects of past events on current conditions?
Which design involves examining the effects of past events on current conditions?
- Quasi-experimental design
- Correlational design
- Experimental design
- Ex post facto design (correct)
What is a key limitation of quasi-experimental designs compared to true experimental designs?
What is a key limitation of quasi-experimental designs compared to true experimental designs?
What characterizes experimental research?
What characterizes experimental research?
In which research design is the relationship between physical activity and academic achievement investigated?
In which research design is the relationship between physical activity and academic achievement investigated?
What does the term 'random assignment' in experimental design ensure?
What does the term 'random assignment' in experimental design ensure?
Which of the following designs provides the least conclusive results due to its limitations?
Which of the following designs provides the least conclusive results due to its limitations?
What characteristic of quantitative research ensures that personal biases do not influence the results?
What characteristic of quantitative research ensures that personal biases do not influence the results?
Why is a large sample size important in quantitative research?
Why is a large sample size important in quantitative research?
What type of data presentation is commonly used in quantitative research?
What type of data presentation is commonly used in quantitative research?
Which feature of quantitative research contributes to the replication of studies?
Which feature of quantitative research contributes to the replication of studies?
In what way can quantitative research be utilized in various disciplines?
In what way can quantitative research be utilized in various disciplines?
How is validity reinforced in quantitative research methodology?
How is validity reinforced in quantitative research methodology?
What risk is associated with using intuition in quantitative research?
What risk is associated with using intuition in quantitative research?
What approach should be avoided in developing solutions to problems in quantitative research?
What approach should be avoided in developing solutions to problems in quantitative research?
What is a primary characteristic of quantitative research?
What is a primary characteristic of quantitative research?
Which of the following is NOT a component of planning a survey research?
Which of the following is NOT a component of planning a survey research?
What is the main purpose of conducting validity checks in quantitative research?
What is the main purpose of conducting validity checks in quantitative research?
Which type of research design is primarily associated with non-experimental research methodologies?
Which type of research design is primarily associated with non-experimental research methodologies?
What is a significant strength of survey research in quantitative methodologies?
What is a significant strength of survey research in quantitative methodologies?
When considering sample size in quantitative research, what is the consequence of a too-small sample?
When considering sample size in quantitative research, what is the consequence of a too-small sample?
How do reliability and validity differ in research methodologies?
How do reliability and validity differ in research methodologies?
In which field would quantitative research find the least application?
In which field would quantitative research find the least application?
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Study Notes
Quantitative Research Overview
- Focuses on collecting and analyzing numerical data, adhering to a confirmatory scientific method.
- Aims to test hypotheses and theories with large samples for generalizability.
Types of Quantitative Research
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Descriptive Research
- Observes and describes phenomena as they occur naturally.
- Does not involve experimental manipulation; intends solely to describe characteristics of individuals or objects.
- Example: Assessing types and frequency of physical activities among high school students.
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Correlational Research
- Examines relationships between variables without establishing cause and effect.
- Data is primarily observational.
- Example: Investigating the correlation between physical activity levels and academic performance.
-
Ex Post Facto Design
- Studies relationships after an event has occurred.
- Investigates possible causes of pre-existing phenomena.
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Quasi-Experimental Design
- Aims to establish cause-and-effect relationships but lacks random selection, which may impact validity.
- Example: Analyzing the impact of unemployment on attitudes toward safety protocols.
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Experimental Design
- Establishes cause-and-effect relationships through random assignment and treatment interventions.
- Provides more conclusive results compared to other designs.
Characteristics of Quantitative Research
- Objective nature, minimizing subjectivity in findings.
- Research questions are clearly defined and focused.
- Utilizes structured instruments like questionnaires or checklists.
- Data is presented numerically, allowing for statistical analysis.
- Typically involves large sample sizes to enhance reliability and validity.
- Findings can predict future outcomes and verify existing concepts.
- Designed to be replicable for consistency in research.
Learning Objectives
- Define quantitative research.
- Describe the characteristics and strengths/weaknesses of quantitative research.
- Create suitable types of quantitative research for various fields of interest.
Key Topics in Quantitative Research
- Inquiry methodology and principles.
- Comparison between quantitative and qualitative research methods.
- Non-experimental vs. experimental research classifications, including survey research strengths, designs, and ethical principles.
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