Research Methods and Design Quiz

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Questions and Answers

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?

  • 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?

  • External validity
  • Internal validity (correct)
  • Criterion validity
  • Construct validity

Which type of reliability assesses the consistency of scores across different observers?

<p>Inter-rater reliability (D)</p> Signup and view all the answers

Why is it important to consider confounding variables in a study?

<p>They may invalidate the results of the study. (C)</p> Signup and view all the answers

Which type of study involves researchers observing and collecting data without manipulating variables?

<p>Observational study (D)</p> Signup and view all the answers

What does construct validity assess in a measurement?

<p>How accurately it reflects the underlying concept (C)</p> Signup and view all the answers

Which type of study involves data collection at a single point in time?

<p>Cross-sectional studies (C)</p> Signup and view all the answers

Which of the following is a characteristic of external validity?

<p>It assesses if results can be generalized to other populations. (B)</p> Signup and view all the answers

What distinguishes randomized controlled trials (RCTs) from other experimental studies?

<p>Participants are randomly assigned to groups (A)</p> Signup and view all the answers

Which sampling method describes the portion of the target population that is accessible to the researcher?

<p>Accessible population (A)</p> Signup and view all the answers

In hypothesis testing, which statement defines the null hypothesis (H0)?

<p>There is no significant difference between variables (D)</p> Signup and view all the answers

Which type of qualitative research focuses on understanding cultural groups?

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

What is the main consequence of sampling bias in research?

<p>Inaccurate conclusions (D)</p> Signup and view all the answers

Which type of study might lack a control group and may have limitations affecting evidence strength?

<p>Pre-experimental studies (C)</p> Signup and view all the answers

What error occurs when the null hypothesis is incorrectly rejected?

<p>Type I Error (B)</p> Signup and view all the answers

What does epistemology primarily study?

<p>The justification of beliefs and knowledge acquisition (D)</p> Signup and view all the answers

Which of the following best describes positivism?

<p>It emphasizes objective, measurable observations. (B)</p> Signup and view all the answers

In which reasoning approach do general principles lead to specific conclusions?

<p>Deductive Reasoning (C)</p> Signup and view all the answers

What is a core belief of constructivism in research?

<p>Knowledge is constructed through individual and social interactions. (C)</p> Signup and view all the answers

Which of the following statements about inductive reasoning is true?

<p>It draws general conclusions from specific observations. (A)</p> Signup and view all the answers

Pragmatism in research emphasizes which of the following?

<p>The usefulness and practical implications of research. (D)</p> Signup and view all the answers

In the context of research paradigms, which approach relies heavily on hypothesis testing?

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

Which of the following emphasizes understanding individuals' subjective experiences?

<p>Interpretivism (D)</p> Signup and view all the answers

What is the definition of a Type II error in hypothesis testing?

<p>Failing to reject a false null hypothesis (D)</p> Signup and view all the answers

What does a p-value represent in statistical analysis?

<p>The probability of observing data as extreme as the current results if the null hypothesis is true (C)</p> Signup and view all the answers

Which of the following is NOT a characteristic of qualitative data analysis?

<p>Using statistical methods to analyze numerical data (D)</p> Signup and view all the answers

Which principle does NOT belong to the TCPS 2 guidelines for ethical research?

<p>Informed Consent (D)</p> Signup and view all the answers

What is the main focus of the principle of Justice in the TCPS 2 guidelines?

<p>Distributing research benefits and burdens fairly (B)</p> Signup and view all the answers

What does confidentiality refer to in the context of research ethics?

<p>The researcher's promise to protect participant information (A)</p> Signup and view all the answers

What is the purpose of coding in qualitative data analysis?

<p>To group data into thematic categories (B)</p> Signup and view all the answers

Which of the following best defines 'informed consent'?

<p>Participants can withdraw their consent at any time (B)</p> Signup and view all the answers

What does Bottom-Up Processing in visual perception primarily focus on?

<p>Recognizing patterns by first analyzing individual features (A)</p> Signup and view all the answers

Which cognitive bias refers to the tendency to favor information that aligns with pre-existing beliefs?

<p>Confirmation Bias (C)</p> Signup and view all the answers

How does motivated reasoning influence the processing of information?

<p>It leads to a skewed interpretation that protects one's self-esteem. (B)</p> Signup and view all the answers

What is a significant concern highlighted by the 'Replication Crisis' in research?

<p>The difficulty in replicating published research findings. (D)</p> Signup and view all the answers

What should be considered when evaluating an appeal to authority?

<p>The relevance of the authority's expertise to the topic. (B)</p> Signup and view all the answers

What distinguishes secondary sources from primary sources?

<p>Secondary sources interpret or summarize information from primary sources. (B)</p> Signup and view all the answers

What role do cognitive biases play in information processing?

<p>They introduce systematic errors in thinking. (A)</p> Signup and view all the answers

Which process involves interpreting sensory information using context and prior knowledge?

<p>Top-Down Processing (B)</p> Signup and view all the answers

What is the primary purpose of the peer review process in academic publishing?

<p>To evaluate the rigor and validity of published research (A)</p> Signup and view all the answers

Which variable in an experiment is manipulated by the researcher?

<p>Independent Variable (B)</p> Signup and view all the answers

How does a double-blind study minimize bias?

<p>By ensuring both the researcher and participants are unaware of treatment assignments (B)</p> Signup and view all the answers

What does P-hacking refer to in research methodology?

<p>Manipulating data to achieve a desired p-value (D)</p> Signup and view all the answers

Which research method focuses on exploring experiences and perspectives using non-numerical data?

<p>Qualitative Research (A)</p> Signup and view all the answers

What is the role of member checking in qualitative research?

<p>To ensure the researcher's interpretations reflect participants' experiences (D)</p> Signup and view all the answers

What distinguishes a systematic review from other types of reviews?

<p>It combines multiple studies in a comprehensive and rigorous manner (A)</p> Signup and view all the answers

What is the goal of knowledge translation in health research?

<p>To improve health outcomes by applying research findings in practice (C)</p> Signup and view all the answers

Flashcards

What is a P-value?

The probability of observing the results or something more extreme if the null hypothesis is true.

Type II Error

Failing to reject a false null hypothesis, meaning you miss a real effect.

Quantitative Data Analysis

Using statistical methods to analyze numerical data.

Qualitative Data Analysis

Interpreting non-numerical data like text, images, or audio recordings. Researchers assign labels to data segments, grouping them thematically.

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Respect for Persons

Recognizing the inherent dignity and worth of individuals, respecting their autonomy, and safeguarding those with limited autonomy.

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Justice (in research ethics)

Ensuring fairness and equity in the distribution of benefits and burdens of research.

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Privacy in research

An individual's right to control access to their personal information and be free from intrusion.

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Confidentiality in research

The researcher's obligation to protect information entrusted by participants.

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Cross-sectional study

A research design where data is collected at a single point in time.

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Correlation

A correlation simply indicates that two variables tend to change together, but it doesn't mean one causes the other.

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Causation

A cause-and-effect relationship where one variable directly influences another.

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Longitudinal study

A research design where data is collected over an extended period, allowing researchers to observe changes and trends.

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Stratified longitudinal study

A study where participants are divided into subgroups (strata) based on shared characteristics, and data is collected over time within each group.

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Reliability

A measure is reliable if it consistently produces similar results over different trials or observers.

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Validity

A measure is valid if it accurately measures what it claims to measure.

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Experimental study

A research design where researchers intentionally manipulate an independent variable to observe its effect on a dependent variable.

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Test-retest Reliability

Checks the consistency of scores over time. (Same test, different occasions.)

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Randomized controlled trial (RCT)

A type of experimental study where participants are randomly assigned to an experimental group (receives the intervention) or a control group, allowing for stronger causal inferences.

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Quasi-experimental study

Similar to RCTs but without random assignment of participants, making causal inferences less certain.

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Inter-rater Reliability

Measures how much different raters agree on their observations.

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Pre-experimental study

A study where a control group is absent or other key aspects are missing, making the evidence weaker.

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Intra-rater Reliability

Measures how consistently one rater scores the same thing over different trials.

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Target population

The entire group of individuals to which the study aims to generalize its findings.

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Construct Validity

Focuses on whether a measure accurately represents the underlying concept it's supposed to measure.

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Epistemology

The study of how we gain knowledge, differentiate valid knowledge, and justify beliefs.

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Ontology

The study of existence, the nature of reality, and the categories within it.

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Research Paradigms

Different approaches to understanding reality and obtaining knowledge.

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Positivism

Focuses on objective, measurable observations, aiming to establish universal laws using quantitative methods.

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Interpretivism

Stresses understanding the subjective experiences and meanings individuals assign to their world, employing qualitative methods.

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Pragmatism

Emphasizes the practical applications and usefulness of research findings, utilizing both quantitative and qualitative approaches based on the research question.

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Deductive Reasoning

Starting with general principles and logically deriving specific conclusions. (e.g., If all dogs are mammals and Fido is a dog, then Fido is a mammal.)

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Inductive Reasoning

Starting with specific observations and drawing broader conclusions. (e.g., Observing several barking dogs might lead to the conclusion that all dogs bark.)

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Confounding Variable

An extraneous variable that correlates with both the independent and dependent variables, potentially distorting the relationship between them.

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Meta-Analysis

A statistical technique that combines the results of multiple studies to obtain a more comprehensive understanding of a phenomenon.

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Knowledge Translation

The process of moving research findings into practice to improve health outcomes.

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Member Checking

A technique used in qualitative research to ensure that the researcher's interpretations accurately reflect the participants' experiences and perspectives.

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P-hacking

Manipulating data analysis procedures to achieve a desired p-value, often leading to false positive results.

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Systematic Review

A comprehensive and rigorous review of existing literature on a specific research question.

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Triangulation

Using multiple data sources or methods to enhance the credibility and trustworthiness of qualitative research findings.

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Double-Blind Study

Neither the researcher nor the participant knows which treatment the participant is receiving. This helps to reduce bias in research.

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Two-Eyed Seeing

A way of understanding and integrating Indigenous and Western knowledge systems, emphasizing the value and validity of both.

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Bottom-Up Processing

Processing information from the senses upward to the brain, starting with basic features and building towards a complete perception.

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Top-Down Processing

Using prior knowledge, expectations, and context to interpret incoming sensory information.

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Cognitive Biases

Systematic errors in thinking that can influence how we interpret information, make decisions, and conduct research.

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Confirmation Bias

The tendency to favor information that confirms our pre-existing beliefs.

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Motivated Reasoning

The tendency to process information in a way that protects our self-esteem or reinforces desired beliefs.

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Replication Crisis

A challenge in replicating the findings of previously published research, highlighting the importance of rigorous research methods and transparency.

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Appeals to Authority

A fallacy that relies solely on authority figures without considering the evidence supporting their claims.

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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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