Exam 1

  1. Metainformation

    Tag Value
    fileFactor-analysis_eur-factor-112-en_eur-factor-112-en
    nameeur-factor-112-en
    sectionFactor analysis/Factor correlation matrix
    typenum
    solution-0.023
    tolerance0
    TypePerforming analysis
    ProgramSPSS
    LanguageEnglish
    LevelStatistical Literacy

    Question

    A scientist is investigating factors that may explain why career opportunities for psychologists and educators are sometimes low. From theoretical insights about career opportunities, the researcher has the idea that several dimensions can be distinguished that have something to do with career opportunities. She has devised 34 statements on which respondents can indicate whether they agree with a statement on a 4-point scale (1. completely agree; 2. somewhat agree; 3. not so much agree; 4. not at all agree). An example of a statement is, “I completed a relevant internship during my education.” The questionnaire was administered to 312 graduates. Participants’ responses to the 34 statements are shown in the data file.

    Open the data file.

    Perform a factor analysis with principal axis factoring, extracting 2 factors and performing a promax rotation. How high is the correlation between factor 1 and 2? (3 decimal places)


    Solution

    The correlation between factor 1 and 2 after promax rotation in a 2-factor solution is -0.023.