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1 How might we operationally define each of the following constructs? Realize that for each construct, there are many possible ways to operationalize it, more than I’ve provided in the answers.HostilityA: blood pressure while interacting with another person; self-report measure of the tendency to experience hostility toward othersHelping behaviorA: number of times people hold the door open to a building for other people over a period of time; number of hours a person volunteers in his or her community each weekIntelligenceA: Grade-point average (GPA); scores on a standardized test such as the Weschsler Adult Intelligence Scale (WAIS)Investment returnsA: interest earned on a savings account this past year; stock market gains or losses in the past yearExercise behaviorA: number of miles walked each day; number of pull-ups a person does each weekDietA: daily sodium intake; number of servings of fruits and vegetables each dayStressA: cortisol levels; blood pressureJob burnoutA: number of cynical comments a person makes at work each day; scores on a self-report measure of burnout (e.g., Maslach & Jackson, 1981)

2 In Terrell et al.’s (2008) research, how was the dependent variable operationally defined?A: The dependent variable of aggression was operationalized as the number of noise blasts delivered during the 10-minute experimental task.

3 In Terrell et al.’s (2008) research, how was the variable of “status of the other participant” operationally defined?A: It was operationalized with the answers to the six questions that appear in Table 2.1.

4 What is the difference between the reliability and the validity of a measurement?A: Reliability refers to consistency of the measurement, whereas validity refers to the appropriateness of the measurement.

5 Explain why a measurement can be reliable but not valid.A: We can consistently measure a variable (e.g., an adult person’s height) that is irrelevant to a given situation (e.g., parenting ability). An adult’s height won’t change much, if at all, so it is reliable. But I doubt physical height has anything to do with one’s effectiveness as a parent, so it is not valid.

6 Explain why a measurement cannot be valid if it is not also reliable.A: If a measurement is not providing consistent (reliable) scores, then we have no way of knowing what it is measuring (if it is valid). For instance, if we have a measure that is supposed to assess academic ability, but people don’t score reliably on it, then we cannot conclude it measures academic ability or anything else.

Interpreting and Using Statistics in Psychological Research

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