Independent or Dependent

• On average, do women perform better on their statistics
final than men?
• On average, is there a difference in people’s blood
pressure before and after giving a speech. 40 people’s blood
pressure was measured before and after giving a public
speech.
• At a specific restaurant, is the average tip percent greater
for supper than lunch? 35 wait staff who worked both lunch
and supper check their receipts and tips.
• On average, are Americans more stressed compared to the
French? 50 people from each country were given a stress
test.

1 answer

In the context of these research questions, we need to identify whether the variables being analyzed are independent or dependent. Here’s how each question fits:

  1. On average, do women perform better on their statistics final than men?

    • Dependent Variable: Statistic final scores
    • Independent Variable: Gender (women vs. men)
    • Conclusion: Gender (independent variable) is compared to final scores (dependent variable).
  2. On average, is there a difference in people’s blood pressure before and after giving a speech?

    • Dependent Variable: Blood pressure measurements
    • Independent Variable: Time of measurement (before vs. after the speech)
    • Conclusion: Measurement timing (independent variable) affects blood pressure (dependent variable).
  3. At a specific restaurant, is the average tip percent greater for supper than lunch?

    • Dependent Variable: Average tip percent
    • Independent Variable: Meal time (supper vs. lunch)
    • Conclusion: Meal time (independent variable) influences tip percent (dependent variable).
  4. On average, are Americans more stressed compared to the French?

    • Dependent Variable: Stress test results
    • Independent Variable: Nationality (Americans vs. French)
    • Conclusion: Nationality (independent variable) is linked to stress levels (dependent variable).

In summary:

  • Independent variables: Gender, Time of measurement, Meal time, Nationality
  • Dependent variables: Statistics final scores, Blood pressure, Tip percent, Stress test results
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