Research Methods in Psychology
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Questions and Answers

What does the independent variable do in a study?

Drives the study, it is the variable of interest, the reason for the study, and the variable that is manipulated.

What is the dependent variable expected to do?

Change, and the change is due to the influence of the independent variable.

What is a case report similar to?

  • Cross-sectional study
  • Randomized control study
  • Case study (correct)
  • Correlational study
  • What are the two groups in a case-control study?

    <p>One group has the outcome variable (case), the other group does not (control).</p> Signup and view all the answers

    What is a cross-sectional study?

    <p>A snapshot in time, surveys are common, it's easy, quick, and cheap to collect data.</p> Signup and view all the answers

    What is the goal of a descriptive study?

    <p>To describe features of a population. They usually use larger samples, and surveys and questionnaires are common to gather data.</p> Signup and view all the answers

    What is correlational research used for?

    <p>It can be used to make predictions, and the stronger the correlation, the better the ability to predict (positive and negative correlation).</p> Signup and view all the answers

    What is the purpose of a randomized control study?

    <p>To help reduce bias when testing the effectiveness of new treatments or interventions.</p> Signup and view all the answers

    What is a meta-analysis?

    <p>A research process of examining a relatively large group of studies that have similar independent and dependent variables and determine a general strength of intervention for all of the studies.</p> Signup and view all the answers

    What is internal validity?

    <p>The ability to conclude that only the IV affected any difference in measures of the DV across groups.</p> Signup and view all the answers

    What does deductive reasoning do?

    <p>It uses one or more general assumptions or theories to arrive at a specific answer or solution. It starts with a general conclusion/theories and then uses these to understand specific factors/conclusions. GENERAL → SPECIFIC. Its aim is to test a theory, often with a hypothesis.</p> Signup and view all the answers

    Who provides primary sources?

    <p>Reports or documents are provided directly by the person who authored it.</p> Signup and view all the answers

    What are secondary sources?

    <p>A review of one or more studies presented by someone other than the original author.</p> Signup and view all the answers

    What does the peer review processes do?

    <p>Editors send out the manuscript to a handful of leading researchers in that topic area. Articles are reviewed for suitability with a list of suggestions for revision (content changes; stats and methods issue; improvement in writing clarity). The editor sends the article back to the authors with a letter telling them it will be accepted pending the changes. It's common for this to occur more than once.</p> Signup and view all the answers

    What is the acceptance rate?

    <p>The percentage of papers submitted that are eventually accepted for publication compared to rejected. High-quality journals may only have a 15-20% acceptance rate.</p> Signup and view all the answers

    What is the MAXICON principle?

    <p>Maximize true variance, and minimize error variance.</p> Signup and view all the answers

    What is the research population?

    <p>The entire group of individuals or elements that meet specific criteria and are of interest to the researcher.</p> Signup and view all the answers

    What are inclusion criteria?

    <p>What subjects must have to be in the study.</p> Signup and view all the answers

    What does a power analysis do?

    <p>The higher the power of the study, the greater the odds of arriving at statistically significant findings. It provides the degree of confidence we have in the results of the study.</p> Signup and view all the answers

    What is a random sample?

    <p>Selection procedures for participants in the study that provide an equal chance of selection. It's the best chance of representing the population if the sample size is large enough.</p> Signup and view all the answers

    What is a convenience sample?

    <p>A group of participants for studies selected because of convenient access.</p> Signup and view all the answers

    What is a stratified random sample?

    <p>It appropriately represents subgroups of the population.</p> Signup and view all the answers

    What is a systematic sample?

    <p>Every nth individual on a list is selected.</p> Signup and view all the answers

    What are assumptions?

    <p>Things that must be trusted as true in the absence of actual verification, and the study cannot proceed without them.</p> Signup and view all the answers

    What is a delimitation?

    <p>A limitation imposed by the researcher in the scope of the study.</p> Signup and view all the answers

    What are the two general approaches to collecting data?

    <p>Survey vs. direct measure</p> Signup and view all the answers

    What are open-ended questions?

    <p>They do not have specific responses associated with them, and respondents have the opportunity to form their own responses.</p> Signup and view all the answers

    What is a Linkert scale?

    <p>Researchers often use this as another question format. Answers fall on a continuum, which may have a scale of points that are equidistant apart. (least stressed life 0-9 most stressed life).</p> Signup and view all the answers

    Why are questionnaires a good, quick method of gathering data?

    <p>Questionnaires provide a good, quick method of gathering data.</p> Signup and view all the answers

    What is a common use of interviews?

    <p>They're common in marketing and sales. Keep it direct, with short answers.</p> Signup and view all the answers

    What is a focus group?

    <p>A group interview (6-8 people is common) where a moderator guides the discussion.</p> Signup and view all the answers

    What is a structured interview?

    <p>All respondents are asked the same set of questions in the same order, regardless of response.</p> Signup and view all the answers

    What is measurement validity?

    <p>The degree to which a particular measurement tool or method accurately captures the concept or variable it is intended to measure.</p> Signup and view all the answers

    What is face validity?

    <p>Whether a test appears to measure what it claims.</p> Signup and view all the answers

    What is criterion validity?

    <p>It compares test results to an external standard.</p> Signup and view all the answers

    What is construct validity?

    <p>Whether the test accurately captures the underlying theoretical concept being measured.</p> Signup and view all the answers

    What is measurement reliability?

    <p>A measure of the repeatability of a test to get the same result when the same value is present.</p> Signup and view all the answers

    What are three reasons which contribute to low stability reliability (poor reliability) of measurements?

    <p>Individuals perform differently from test to test</p> Signup and view all the answers

    What is one reason for high stability reliability (high reliability) of measurements?

    <p>Memory effect: Production of an artificially high score as subjects respond from their memory rather than the test itself.</p> Signup and view all the answers

    What is nominal data?

    <p>It does not have a numerical order. It's identified by name or label with no sense of order. It can be reported as frequencies or percentages. It cannot calculate a mean or average. EX→ food groups consumed in a meal; political party affiliation; occupation.</p> Signup and view all the answers

    What is ratio data?

    <p>The highest order, equally spaced numeric data. There is a true zero where there is an absence of the quantity being measured. EX→ age, weight, height, distance, and time. This is the most versatile type of data for statistical analysis.</p> Signup and view all the answers

    What is parametric data?

    <p>Statistical tests used for interval and ratio data; it must meet certain assumptions related to how data is distributed in the population it comes from.</p> Signup and view all the answers

    What are frequency distributions?

    <p>One of the simplest descriptive techniques. They are common in cross-sectional studies and often used with questionnaire formats for gathering data. GOAL= simply determine the amount of times a variable occurs.</p> Signup and view all the answers

    What is the mean?

    <p>The arithmetic average of a group of numbers (very popular). Sum of all numbers divided by the total number of values in the data set.</p> Signup and view all the answers

    What is the standard deviation?

    <p>(Most commonly used) serves as an estimate of the spread of scores away from the mean, the larger the SD, the greater the distribution of scores away from the mean.</p> Signup and view all the answers

    What is percentile rank?

    <p>The goal is to indicate the position of participants in a group based on scores. It indicates one score position (ordinal data). It is commonly used when establishing or referencing norms.</p> Signup and view all the answers

    What is Pearson's r?

    <p>Pearson product-moment correlation coefficient, the parametric statistical test for the strength of the relationship between two variables.</p> Signup and view all the answers

    What is a positive correlation?

    <p>One variable increases, the other increases (vise versa).</p> Signup and view all the answers

    What is considered a strong, moderate, and weak correlation (know the r values)?

    <p>r = 0.4 - 0.6 = moderate</p> Signup and view all the answers

    What is the null hypothesis?

    <p>A statistical hypothesis states that no difference exists between groups tested in an experiment. This is what we would expect of the IV had no effect on the DV.</p> Signup and view all the answers

    What is the alpha level?

    <p>It is a predetermined p value that you determine at the start of a study, which is the acceptable risk of making a Type I error you are willing to make. Usually set at p = 0.05.</p> Signup and view all the answers

    Study Notes

    Research Methods Summary

    • Independent Variable: The variable manipulated in a study; the presumed cause.
    • Dependent Variable: The variable measured in a study; the presumed effect.
    • Case Report: Detailed description of one or more cases.
    • Case-Control Study: Compares two groups: one with an outcome and a control group without the outcome.
    • Cross-Sectional Study: A snapshot of a population at a specific point in time; often uses surveys.
    • Descriptive Study: Describes characteristics of a population; commonly uses surveys and questionnaires to gather data.
    • Correlational Study: Examines the relationship between variables, potentially for prediction. Positive and negative correlations exist
    • Randomized Control Trial (RCT): Used to test interventions or treatments by randomly assigning participants to different groups.
    • Meta-Analysis: Combines the results of multiple studies investigating similar variables to determine overall effect size.
    • Internal Validity: The extent to which the study design ensures that only the independent variable affected the dependent variable.
    • External Validity: The extent to which the study findings can be generalized to other populations or settings.
    • Deductive Reasoning: Uses theories or general principles to understand specific cases; GENERAL → SPECIFIC
    • Inductive Reasoning: Uses specific observations to develop general theories; SPECIFIC → GENERAL
    • Primary Sources: Original reports or documents written by the individuals who conducted the research.
    • Secondary Sources: Summaries or reviews of research studies performed by individuals other than the original researchers.
    • Peer Review Process: A process to evaluate the quality of research findings in a research article before publication. Journals may have acceptance rates of 15-20%.
    • MAXICON Principle: Maximize true variance and minimize error variance in study findings.
    • Research Population: The entire group of individuals or elements the researcher is interested in.
    • Inclusion Criteria: Specific characteristics that study participants must possess to be included.
    • Exclusion Criteria: Specific characteristics that prevent study participants from being included.
    • Power Analysis: Calculates the required sample size to detect a significant effect of the independent variable on the dependent variable.
    • Random Sample: Ensures that every member of the population has an equal chance of being selected.
    • Convenience Sample: Participants are selected based on convenience for the researcher.
    • Stratified Random Sample: Ensures that subgroups in the population are proportionally represented.
    • Systematic Sample: Every nth individual from a list of the population is selected.
    • Assumptions: Essential beliefs or ideas that must be accepted as true during a study.
    • Delimitations: Choices made by the researcher that narrow the scope of the study.

    Data Collection Approaches

    • Surveys vs. Direct Measures
    • Open-Ended Questions: Allow for respondent-created answers; less structured.
    • Closed-Ended Questions: Provide specific response options; more structured.
    • Likert Scales: Provide a continuum of responses for measuring attitudes or opinions.
    • Questionnaires: Provide efficient methods for gathering data from multiple individuals.
    • Interviews: Gather data through direct interaction with participants (structured, semi-structured, or focused groups)

    Measurement Validity

    • Face Validity: Does the test appear to measure what it claims?
    • Content Validity: Does the test cover all important aspects of the concept being measured?
    • Criterion Validity: Does the test correlate with an external standard?
    • Construct Validity: Does the test accurately measure the underlying concept?

    Measurement Reliability

    • Reliability: Refers to the consistency of a measure; the degree to which the study produces similar results under the same conditions.
    • Poor Reliability: Participant variation, variation in the measurement instrument, variation in the person administering the test.
    • High Reliability: Memory effect could be a reason for artificially high results

    Data Types

    • Nominal Data: Categorical data without inherent order (e.g., gender, political affiliation).
    • Ordinal Data: Categorical data with inherent order (e.g., ranking).
    • Interval Data: Numerical data with equal intervals between values; zero does not represent absence.
    • Ratio Data: Numerical data with a true zero representing absence.
    • Parametric Data: Statistical tests used with interval and ratio data.
    • Nonparametric Data: Statistical tests used with nominal and ordinal data.

    Descriptive Statistics

    • Frequency Distributions: Summarizes how often different values occur.
    • Mean: The average of a set of numbers.
    • Median: The middle value in a sorted set of numbers.
    • Mode: The most frequent value in a set of numbers.
    • Range: The difference between the highest and lowest values.
    • Standard Deviation: Measures the spread of scores around the mean.
    • Percentile Rank: Indicates a person's position within a group based on their score.

    Inferential Statistics

    • Pearson's r (Correlation Coefficient): Measures the strength and direction of the relationship between two variables. A correlation coefficient can be interpreted as a strong, moderate or weak positive relationship.
    • Positive Correlation: Both variables increase or decrease together.
    • Negative Correlation: One variable increases while the other decreases.
    • Null Hypothesis: States that there is no difference between groups or no relationship between variables.
    • Alpha Level: Predetermined probability of making a Type I error (rejecting a true null hypothesis).

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    Description

    This quiz covers essential research methods used in psychology, including various study designs such as case control, cross-sectional, and randomized control trials. It explores the differences between independent and dependent variables, as well as the importance of descriptive and correlational studies. Test your understanding of these foundational concepts in research methodologies.

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