Psy 102 - Psychological Statistics: Basic Concepts and Data Measurement
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Questions and Answers

What is the main purpose of descriptive statistics?

  • Summary calculations and presentation of data (correct)
  • Making inferences about a population
  • Extracting relevant information from gathered data
  • Analysis of variance (ANOVA)

Which type of statistics involves making inferences about a population using data from a smaller sample?

  • Correlation analysis
  • Nonparametric tests
  • Descriptive statistics
  • Inferential statistics (correct)

What is the term for the characteristic or condition that the experimenter manipulates, controls, or observes?

  • Moderating variable
  • Statistic
  • Variable (correct)
  • Parameter

Which variable is also known as the criterion or outcome variable?

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

What is the term for variables that influence the direction and/or magnitude of the relationship between the independent and dependent variable?

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

Which example represents an independent variable?

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

What does inferential statistics involve?

<p>(Probably) making inferences, estimates, or predictions about a population using a sample (C)</p> Signup and view all the answers

What is the term for the process of assigning values or labels to variables?

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

How are statistics used by a psychologist in the context of the text?

<p>To analyze the effectiveness of an intervention program to reduce anxiety and depression (B)</p> Signup and view all the answers

What is the science of statistics primarily concerned with?

<p>Collecting, presenting, analyzing, and interpreting data (B)</p> Signup and view all the answers

Variables and Measurement Independent variable is also called the ______ variable.

<p>treatment</p> Signup and view all the answers

Variables and Measurement Dependent variable is also known as the ______ variable.

<p>outcome</p> Signup and view all the answers

Statistics as a Tool in Research Descriptive statistics is concerned with summary ______.

<p>calculations</p> Signup and view all the answers

Statistics as a Tool in Research Inferential statistics involves making inferences, estimates or predictions about a large set of data (called a population) using the information gathered from a smaller set of data (called a ______).

<p>sample</p> Signup and view all the answers

Variables and Measurement Anxiety is an example of an ______ variable.

<p>independent</p> Signup and view all the answers

Variables and Measurement Test Scores is an example of a ______ variable.

<p>dependent</p> Signup and view all the answers

Variables and Measurement IQ is an example of a ______ variable.

<p>moderator</p> Signup and view all the answers

Statistics as a Tool in Research Descriptive statistics largely involves gathering, classification and ______ of data.

<p>presentation</p> Signup and view all the answers

Statistics as a Tool in Research Examples of descriptive statistics include class average of examination, average salary, range of family income, percentage of students who obtained a grade higher than ______.

<p>90</p> Signup and view all the answers

In statistics, the descriptive measure of the population is called a ______ while a descriptive measure of a sample is called statistic.

<p>parameter</p> Signup and view all the answers

Statistics is the science/methods of collecting, presenting, analyzing and interpreting ______.

<p>data</p> Signup and view all the answers

A psychologist investigates an intervention program to help reduce anxiety and depression, and uses statistics as evidence of the ______ of the program.

<p>effectiveness</p> Signup and view all the answers

To an appliance store manager, statistics may refer to the brand of electric fan or refrigerator most consumers ______.

<p>buy</p> Signup and view all the answers

To a school principal, statistics are information regarding increase or decrease in school enrolment, faculty salary, dropout rate and ______.

<p>absenteeism</p> Signup and view all the answers

To a college student, statistics are his scores on quizzes, exams and ______.

<p>assignments</p> Signup and view all the answers

When you collect data, you utilize questionnaires, interviews, tests, observations and ______.

<p>experiments</p> Signup and view all the answers

Flashcards

Descriptive Statistics

Summary calculations and presentation of data used to describe and understand a collection of data.

Inferential Statistics

Making inferences about a population using data from a smaller sample.

Variable

A characteristic or condition that the experimenter manipulates, controls, or observes.

Dependent Variable

The variable that is influenced by the independent variable; also known as the outcome or criterion variable.

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Moderating Variable

Variables that influence the direction and/or magnitude of the relationship between the independent and dependent variables.

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Independent Variable

The variable that is manipulated or changed by the researcher.

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Measurement

The process of assigning values or labels to variables.

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Inferential Statistics

Analyzing data from a smaller sample to draw conclusions about a larger population.

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Parameter

A descriptive measure of the population.

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Statistic

A descriptive measure of a sample.

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Statistics

The science and methods of collecting, presenting, analyzing, and interpreting data.

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Statistics in Psychology

The effectiveness of an intervention program to reduce anxiety and depression.

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Purpose of Statistics

To collect, present, analyze, and interpret data to understand patterns and make informed decisions.

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Independent Variable (Treatment)

Treatment variable; the variable that is manipulated by the researcher.

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Dependent Variable (Outcome)

Outcome variable; the variable that is measured or observed.

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Descriptive Statistics

Gathering, classifying, and presenting of data to summarize and describe its characteristics.

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Sample

A smaller set of data that is used to represent a larger population.

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Variability

A measure of how spread out the data is.

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Central Tendency

A measure of the center of the data.

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Range

The difference between the highest and lowest values in a data set.

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Outlier

Any value outside of the normal range or distribution.

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Mode

The most frequent value in a data set.

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Median

The middle value in a data set when the data is ordered.

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Mean

The average value in a data set.

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Study Notes

Descriptive Statistics

  • The main purpose of descriptive statistics is to gather, classify, and summarize data.
  • Descriptive statistics involves summarizing and organizing data to understand the basic features of the data.

Inferential Statistics

  • Inferential statistics involves making inferences, estimates, or predictions about a population using data from a sample.
  • Inferential statistics helps to make conclusions about a larger population based on a smaller sample of data.

Variables

  • An independent variable is also known as the predictor variable.
  • A dependent variable is also known as the criterion or outcome variable.
  • Intervening variables, also known as moderator variables, influence the direction and/or magnitude of the relationship between the independent and dependent variable.
  • Anxiety is an example of a dependent variable.
  • Test Scores and IQ are examples of quantitative variables.

Research and Statistics

  • Statistics is the science of collecting, presenting, analyzing, and interpreting data.
  • A psychologist uses statistics as evidence of the effectiveness of an intervention program.
  • To an appliance store manager, statistics refer to data on consumer preferences.
  • To a school principal, statistics include information on school enrolment, faculty salary, dropout rate, and other relevant data.
  • To a college student, statistics include scores on quizzes, exams, and assignments.
  • Data collection methods include questionnaires, interviews, tests, observations, and surveys.

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Description

Learn about the basic concepts, meaning, nature and importance of statistics, distinguish types of data and levels of measurement, and identify types of variables given a research problem in the field of psychological statistics.

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