Podcast
Questions and Answers
What does correlation specifically indicate about variables?
What does correlation specifically indicate about variables?
- A direct interaction between all variables
- An absolute prediction of future outcomes
- A potential relationship without causation (correct)
- A definitive cause-and-effect relationship
Which of the following best describes reliability in research measures?
Which of the following best describes reliability in research measures?
- The accuracy of what is being measured
- The ability to generalize findings to other settings
- The extent of observer agreement
- The consistency of results across trials (correct)
What type of validity refers to whether a study can establish a cause-and-effect relationship?
What type of validity refers to whether a study can establish a cause-and-effect relationship?
- External validity
- Internal validity (correct)
- Criterion validity
- Construct validity
Which type of reliability assesses the consistency of scores across different observers?
Which type of reliability assesses the consistency of scores across different observers?
Why is it important to consider confounding variables in a study?
Why is it important to consider confounding variables in a study?
Which type of study involves researchers observing and collecting data without manipulating variables?
Which type of study involves researchers observing and collecting data without manipulating variables?
What does construct validity assess in a measurement?
What does construct validity assess in a measurement?
Which type of study involves data collection at a single point in time?
Which type of study involves data collection at a single point in time?
Which of the following is a characteristic of external validity?
Which of the following is a characteristic of external validity?
What distinguishes randomized controlled trials (RCTs) from other experimental studies?
What distinguishes randomized controlled trials (RCTs) from other experimental studies?
Which sampling method describes the portion of the target population that is accessible to the researcher?
Which sampling method describes the portion of the target population that is accessible to the researcher?
In hypothesis testing, which statement defines the null hypothesis (H0)?
In hypothesis testing, which statement defines the null hypothesis (H0)?
Which type of qualitative research focuses on understanding cultural groups?
Which type of qualitative research focuses on understanding cultural groups?
What is the main consequence of sampling bias in research?
What is the main consequence of sampling bias in research?
Which type of study might lack a control group and may have limitations affecting evidence strength?
Which type of study might lack a control group and may have limitations affecting evidence strength?
What error occurs when the null hypothesis is incorrectly rejected?
What error occurs when the null hypothesis is incorrectly rejected?
What does epistemology primarily study?
What does epistemology primarily study?
Which of the following best describes positivism?
Which of the following best describes positivism?
In which reasoning approach do general principles lead to specific conclusions?
In which reasoning approach do general principles lead to specific conclusions?
What is a core belief of constructivism in research?
What is a core belief of constructivism in research?
Which of the following statements about inductive reasoning is true?
Which of the following statements about inductive reasoning is true?
Pragmatism in research emphasizes which of the following?
Pragmatism in research emphasizes which of the following?
In the context of research paradigms, which approach relies heavily on hypothesis testing?
In the context of research paradigms, which approach relies heavily on hypothesis testing?
Which of the following emphasizes understanding individuals' subjective experiences?
Which of the following emphasizes understanding individuals' subjective experiences?
What is the definition of a Type II error in hypothesis testing?
What is the definition of a Type II error in hypothesis testing?
What does a p-value represent in statistical analysis?
What does a p-value represent in statistical analysis?
Which of the following is NOT a characteristic of qualitative data analysis?
Which of the following is NOT a characteristic of qualitative data analysis?
Which principle does NOT belong to the TCPS 2 guidelines for ethical research?
Which principle does NOT belong to the TCPS 2 guidelines for ethical research?
What is the main focus of the principle of Justice in the TCPS 2 guidelines?
What is the main focus of the principle of Justice in the TCPS 2 guidelines?
What does confidentiality refer to in the context of research ethics?
What does confidentiality refer to in the context of research ethics?
What is the purpose of coding in qualitative data analysis?
What is the purpose of coding in qualitative data analysis?
Which of the following best defines 'informed consent'?
Which of the following best defines 'informed consent'?
What does Bottom-Up Processing in visual perception primarily focus on?
What does Bottom-Up Processing in visual perception primarily focus on?
Which cognitive bias refers to the tendency to favor information that aligns with pre-existing beliefs?
Which cognitive bias refers to the tendency to favor information that aligns with pre-existing beliefs?
How does motivated reasoning influence the processing of information?
How does motivated reasoning influence the processing of information?
What is a significant concern highlighted by the 'Replication Crisis' in research?
What is a significant concern highlighted by the 'Replication Crisis' in research?
What should be considered when evaluating an appeal to authority?
What should be considered when evaluating an appeal to authority?
What distinguishes secondary sources from primary sources?
What distinguishes secondary sources from primary sources?
What role do cognitive biases play in information processing?
What role do cognitive biases play in information processing?
Which process involves interpreting sensory information using context and prior knowledge?
Which process involves interpreting sensory information using context and prior knowledge?
What is the primary purpose of the peer review process in academic publishing?
What is the primary purpose of the peer review process in academic publishing?
Which variable in an experiment is manipulated by the researcher?
Which variable in an experiment is manipulated by the researcher?
How does a double-blind study minimize bias?
How does a double-blind study minimize bias?
What does P-hacking refer to in research methodology?
What does P-hacking refer to in research methodology?
Which research method focuses on exploring experiences and perspectives using non-numerical data?
Which research method focuses on exploring experiences and perspectives using non-numerical data?
What is the role of member checking in qualitative research?
What is the role of member checking in qualitative research?
What distinguishes a systematic review from other types of reviews?
What distinguishes a systematic review from other types of reviews?
What is the goal of knowledge translation in health research?
What is the goal of knowledge translation in health research?
Flashcards
What is a P-value?
What is a P-value?
The probability of observing the results or something more extreme if the null hypothesis is true.
Type II Error
Type II Error
Failing to reject a false null hypothesis, meaning you miss a real effect.
Quantitative Data Analysis
Quantitative Data Analysis
Using statistical methods to analyze numerical data.
Qualitative Data Analysis
Qualitative Data Analysis
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Respect for Persons
Respect for Persons
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Justice (in research ethics)
Justice (in research ethics)
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Privacy in research
Privacy in research
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Confidentiality in research
Confidentiality in research
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Cross-sectional study
Cross-sectional study
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Correlation
Correlation
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Causation
Causation
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Longitudinal study
Longitudinal study
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Stratified longitudinal study
Stratified longitudinal study
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Reliability
Reliability
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Validity
Validity
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Experimental study
Experimental study
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Test-retest Reliability
Test-retest Reliability
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Randomized controlled trial (RCT)
Randomized controlled trial (RCT)
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Quasi-experimental study
Quasi-experimental study
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Inter-rater Reliability
Inter-rater Reliability
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Pre-experimental study
Pre-experimental study
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Intra-rater Reliability
Intra-rater Reliability
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Target population
Target population
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Construct Validity
Construct Validity
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Epistemology
Epistemology
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Ontology
Ontology
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Research Paradigms
Research Paradigms
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Positivism
Positivism
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Interpretivism
Interpretivism
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Pragmatism
Pragmatism
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Deductive Reasoning
Deductive Reasoning
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Inductive Reasoning
Inductive Reasoning
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Confounding Variable
Confounding Variable
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Meta-Analysis
Meta-Analysis
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Knowledge Translation
Knowledge Translation
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Member Checking
Member Checking
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P-hacking
P-hacking
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Systematic Review
Systematic Review
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Triangulation
Triangulation
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Double-Blind Study
Double-Blind Study
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Two-Eyed Seeing
Two-Eyed Seeing
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Bottom-Up Processing
Bottom-Up Processing
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Top-Down Processing
Top-Down Processing
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Cognitive Biases
Cognitive Biases
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Confirmation Bias
Confirmation Bias
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Motivated Reasoning
Motivated Reasoning
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Replication Crisis
Replication Crisis
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Appeals to Authority
Appeals to Authority
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Study Notes
Research Methods and Design
- Correlation does not equal causation. A correlation between variables doesn't prove a cause-and-effect relationship. Other factors may be influencing both variables.
- Reliability refers to consistency. A reliable measure produces similar results consistently across multiple trials or observers.
- Validity refers to accuracy. A valid measure truly reflects what it intends to measure.
- Reliability types include test-retest, inter-rater, and intra-rater reliability.
- Validity types include construct, internal, and external validity.
- Observational studies do not involve manipulation of variables.
Research Designs
- Experimental studies manipulate an independent variable to observe its effect on a dependent variable. Randomized controlled trials (RCTs) are a type of experimental study.
- Quasi-experimental studies are like RCTs but lack random assignment of participants to groups.
- Pre-experimental studies have limitations, such as lacking a control group.
- Qualitative research approaches focus on understanding experiences and perspectives, rather than numerical data. Examples include case studies and ethnographies.
- Sampling methods for research include target population and accessible population, and potential bias in sampling.
- Hypothesis testing involves evaluating evidence to determine whether to reject or fail to reject a null hypothesis.
Research Ethics
- The Tri-Council Policy Statement (TCPS 2) provides ethical guidelines for human research in Canada, including respect for persons, concern for welfare, and justice.
- Informed consent requires providing clear and comprehensive information to participants about the study, including its purpose, procedures, risks, and benefits.
- Confidentiality and privacy are crucial in research.
Philosophical Foundations of Research
- Epistemology studies knowledge and justified belief.
- Ontology studies being and the nature of reality.
- Research paradigms, such as positivism and interpretivism, reflect differing assumptions about the nature of reality and knowledge.
Visual Perception and Cognition
- Top-down and bottom-up processing are two interacting processes in visual perception. Bottom-up processing analyzes basic sensory information, while top-down processing uses prior knowledge and experiences to understand stimuli.
- Cognitive biases may influence how we interpret information and make decisions.
Critical Evaluation of Information
- Appeals to authority must be considered with caution. Expert opinions can be valuable but are not sufficient evidence alone.
- Secondary sources interpret primary sources. Be aware of potential biases in secondary sources.
- Peer review is a quality control mechanism in academic publishing.
Key Terms and Concepts
- Confounding variables can influence the relationship between variables.
- Double-blind studies minimize bias in research.
- Independent variables are manipulated to observe effects on dependent variables.
- Dependent variables are measured in response to the independent variable.
Additional concepts
- Knowledge translation involves moving research findings into practice.
- Meta-analysis combines results from multiple studies.
- Member checking ensures that interpretations accurately reflect participant experiences.
- Qualitative research involves collecting data through methods such as interviews and observations, yielding non-numerical data.
- Quantitative research focuses on numerical data analysis.
- Systematic review is a comprehensive assessment of existing research.
- Triangulation utilizes multiple data sources to enhance research credibility.
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