Exam 1

  1. Metainformation

    Tag Value
    fileInferential_Statistics_eur-inferential_statistics-202-en_eur-inferential_statistics-202-en
    nameeur-inferential_statistics-202-en
    sectionInferential Statistics/Effect size/Cohen's d
    typeschoice
    solutionFALSE, FALSE, TRUE, FALSE
    TypeCalculate
    ProgramCalculator
    LanguageEnglish
    LevelStatistical Literacy

    Question

    A researcher wants to know whether children who frequently use headphones have worse hearing than children who never use headphones. The higher the score on a hearing test, the better the hearing. The reliability of a hearing test is .81. In the table below, the means and standard deviations of the two groups are given. What would be the effect size Cohen’s d, dXTd_{XT}, if the hearing test were perfectly reliable?

    Condition Mean SD N
    Headphones 10 2 30
    No headphones 11.25 3 30

    1. FALSE: .405
    2. FALSE: .490
    3. TRUE: .545
    4. FALSE: .556

    Solution

    First you use: dxO=(x̄O1x̄O2)÷((SO12+SO22)÷2)d_{xO} = (x̄_{O1} -x̄_{O2}) \div √ ((S^2_{O1}+S^2_{O2}) \div 2) to calculate dXod_{Xo}.

    This makes (11.2510)÷((9+4)÷2)=1.25÷6.5=(1.25)÷(2.5495)=0.490(11.25 - 10) \div √((9 + 4) \div 2)=1.25 \div √6.5 = (1.25 ) \div (2.5495) = 0.490.

    Then you use: dXO=dXT×RXXd_{X_O} = d_{X_T} \times √R_{XX}

    To calculate dXTd_{X_T}, this makes 0.409÷0.81=0.409÷0.9=0.5450.409 \div √0.81 = 0.409 \div 0.9 = 0.545.


    1. False
    2. False
    3. True
    4. False