A psychologist conducted a study of burnout among social workers working with homeless people in a particular city.The study produced the following multiple regression prediction rule.Burnout was measured by a standard scale with 0 = low burnout and 48 = high burnout.The predictor variables,except months working at this job,were measured on a 4-point scale,with 1 = low and 4 = high. a.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 4,her relationship with her supervisor as a 3,and who has been working at the job for 10 months.
b.Figure the predicted burnout for a social worker who rates his sense of success on the job as a 1,his relationship with his supervisor as a 1,and who has been working at the job for 20 months.
c.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 3,her relationship with her supervisor as a 3,and who has been working at the job for 20 months.
d.Explain the logic of what you did,including why the predictions for the three people are different,to a person who is familiar with correlation,but who knows nothing about regression.

Question

A psychologist conducted a study of burnout among social workers working with homeless people in a particular city.The study produced the following multiple regression prediction rule.Burnout was measured by a standard scale with 0 = low burnout and 48 = high burnout.The predictor variables,except months working at this job,were measured on a 4-point scale,with 1 = low and 4 = high.  a.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 4,her relationship with her supervisor as a 3,and who has been working at the job for 10 months.
b.Figure the predicted burnout for a social worker who rates his sense of success on the job as a 1,his relationship with his supervisor as a 1,and who has been working at the job for 20 months.
c.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 3,her relationship with her supervisor as a 3,and who has been working at the job for 20 months.
d.Explain the logic of what you did,including why the predictions for the three people are different,to a person who is familiar with correlation,but who knows nothing about regression.

Quizplus · Accepted Answer

The Answer of A psychologist conducted a study of burnout among social workers working with homeless people in a particular city.The study produced the following multiple regression prediction rule.Burnout was measured by a standard scale with 0 = low burnout and 48 = high burnout.The predictor variables,except months working at this job,were measured on a 4-point scale,with 1 = low and 4 = high.  a.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 4,her relationship with her supervisor as a 3,and who has been working at the job for 10 months.
b.Figure the predicted burnout for a social worker who rates his sense of success on the job as a 1,his relationship with his supervisor as a 1,and who has been working at the job for 20 months.
c.Figure the predicted burnout for a social worker who rates her sense of success on the job as a 3,her relationship with her supervisor as a 3,and who has been working at the job for 20 months.
d.Explain the logic of what you did,including why the predictions for the three people are different,to a person who is familiar with correlation,but who knows nothing about regression.

A Psychologist Conducted a Study of Burnout Among Social Workers