Dana uses the following parameters to determine that she needs a sample size of 140 participants...

90.2K

Verified Solution

Question

Basic Math

Dana uses the following parameters to determine that she needs asample size of 140 participants for her study that will compare themeans of two independent groups (t-test) using a one-tailedhypothesis:

           Effect size (d) = .5

           alpha = .05

           Power (1 - beta) = .90

Using the above information, answer each of the followingquestions.

a. If Dana keeps alpha and sample size the same, butdesires an effect size of .80, what will happen to power? Will itincrease or decrease? Explain.

b. If Dana keeps the desired effect size and sample size thesame, but reduces alpha to .025, what will happen topower? Will it increase or decrease? Explain.

c. If Dana keeps power and sample size the same, butincreases the desired effect size to .8, what will happen to alpha?Will it increase or decrease? Explain.

d. Dana decides she wants to increase the desired effect size to2.0 and increase the power to .99, but keeps alpha thesame. She does so to increase the likelihood that aneffect will be found, and to make sure her results demonstrate alarge enough effect. Also, when she conducts her a prioripower analysis to determine her sample size, she is excited to seethat she needs far fewer participants in her sample with thoseparameters (target n = 18). What, if any, are the problems withDana’s strategy?

Answer & Explanation Solved by verified expert
3.9 Ratings (464 Votes)
aThe power will increaseAs the effect sized increases the power of the testincreases Since effect size is increased from 05 to 08 keepingthe sample size and alpha same the power will increasebThe power will decreaseAs the significance levelalpha decreases the power decreasesSince the significance level    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students