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Question

deploy six-step hypothesis run and interpret a correlation analysis with SPSS

and base off data and info given.


  1. discuss the null and alternative hypotheses.
  2. determine and state the significance level.
  3. Select the proper test statistics and calculate value.
  4. Identify critical values for the test statistics and state the decision rule concerning when to reject or fail to reject the null hypothesis in this case.
  5. Compare the calculated and critical values to reach a assessment for the null hypothesis.
  6. Explain any business decision in relation to


A manager is interested in studying the associations between a number of variables. These variables are age, years of experience, level of education, engagement, job satisfaction, and performance level. She thinks that employees with more years of experience are more engaged and satisfied. She thinks that younger employees will perform at a higher level, on average.



data


Age            experience          education      engagement       satisfaction       performance


31.00      6.00                         2.00       2.00                           2.00         3.00

47.00      14.00                     3.00        4.00                       4.00        4.00

39.00      13.00                     3.00        2.00                       2.00        2.00

29.00      8.00                       2.00        2.00                       3.00        3.00

41.00      6.00                       1.00        4.00                       4.00        5.00

49.00      15.00                     2.00        3.00                       4.00        4.00

29.00      5.00                       2.00        3.00                       4.00        5.00

47.00      15.00                     2.00        3.00                       3.00        5.00

31.00      3.00                       2.00        4.00                       2.00        2.00

34.00      10.00                     1.00        1.00                       2.00        3.00

29.00      8.00                       2.00        4.00                       5.00        4.00

29.00      9.00                       3.00        2.00                       3.00        5.00

35.00      2.00                       1.00        2.00                       3.00        1.00

40.00      11.00                     1.00        4.00                       4.00        5.00

27.00      8.00                       3.00        5.00                       2.00        1.00

38.00      12.00                     1.00        2.00                       3.00        2.00

29.00      9.00                       2.00        5.00                       5.00        5.00

43.00      15.00                     3.00        2.00                       2.00        2.00

25.00      9.00                       3.00        4.00                       3.00        4.00

35.00      14.00                     2.00        5.00                       4.00        5.00

36.00      1.00                       1.00        5.00                       5.00        5.00

25.00      4.00                       1.00        4.00                       4.00        3.00

42.00      12.00                     3.00        4.00                       5.00        4.00

32.00      10.00                     1.00        5.00                       4.00        5.00

40.00      11.00                     2.00        4.00                       4.00        4.00

50.00      15.00                     1.00        5.00                       5.00        4.00

28.00      8.00                       3.00        1.00                       2.00        2.00

26.00      7.00                       1.00        5.00                       5.00        4.00

36.00      4.00                       2.00        1.00                       1.00        1.00

47.00      12.00                     3.00        2.00                       1.00        2.00




Name     type       width         decimal         label                                               value                  missing   column            align       measure         role


A Age      Numeric  8             2             Employee age in years              None           None    8               Right    Scale         Input   

Experience Numeric 8             2             Employee age in years              None           None    8               Right   Scale         Input

Education Numeric  8             2             Level of education    {1.00, High school}...     None     8              Right    Nominal   Input

Engagement Numeric 8             2             Employee Engagement{1.00, V engagement}..  None   8              Right    Ordinal     Input

Satisfaction Numeric 8             2             Job Satisfaction       {1.00, Very dissatisfied}. .None     8             Right     Ordinal     Input

Performance Numeric 8             2             Job Performance      {1.00, Low performer}..   .None  8             Right     Ordinal     Input




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