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Research method & design in I-O Psychology
Lecture 2 (Jan 28, 2002)Major ref: Riggio, Ch 2 (w/o appendix);
Supplementary reading: Spector, Ch 2 (p. 22-
31)
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Outline Social scientific research methods
goals and steps Major research designs
experimental and correlational designs Measurement of variables
observationalself-report
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Social scientific research methods I/O psychology is the science of human
behavior at work Involves systematic way to examine an
issue (Scientific methods) e.g., Does the employee re-training program
improve employability?
Intuition, experience -> subjectivity
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Steps in the research process 1- Formulation of the problem or issue
identify an area of interest identify a focus
E.g., Employee re-training program …. Improve employability? Used the most effective teaching method? Is the effect long lasting?
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Steps in the research process 2 - Generation of hypotheses
get the basics literature search; preliminary observations,
experience; interviews
Further narrow the focus to one statement - hypothesis - the supposed relationships among variables
An example:
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The re-training program improves people’s employability
Generating a hypothesis
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3 - Selecting the research designguide the actual collection of dataresearch settings
laboratory vs. field
two major designs Experimental or correlational others: case study; meta-analysis
Steps in the research process
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3 - Selecting the research designHow to select the design?
Experimental -
E.g., whether someone undergoes the re-training program Correlational -
E.g., age, IQ, no. of siblings, nationality
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4 - Collection of datasampling
who is qualified to be participants? where to locate the participants? random selection - equal chance of being
selected– e.g.,
may affect the generalizability of the results
Steps in the research process
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5 & 6 - data analysis and results interpretationuse appropriate statistical analysesmean, SD, correlation, regression, analysis
of variance
Steps in the research process
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Research designs Experimental design Independent variable (IV)
examines its effects on people e.g., re-training program; salary increase;
manipulated (varied) by the researcher e.g., absence/presence; amount; frequency
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Experimental design Dependent variable (DV)
the part of the person that is being affected employability; work performance; absenteeism;
weight loss; English proficiency
measured by the researcher reveal the effects of the IV
change in DV is presumed to be caused by the change in IV
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Exercise I think having a big meal before class makes people sleepy. The more books you read, the faster you can read. Will employees become more motivated if you threaten them? You will put on weight if you have food within 3 hours before you
sleep. Comparing to youngster who do not receive monetary incentive,
those who do are more likely to complete the spring board program.
I think no matter if you complete the spring board program or not, you will be offered similar number of jobs.
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Experimental design Case:
Ho: The probability of getting a job is higher for people who have taken the re-training program than those who have not.
IV: DV:Sample:
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Experimental design
Treatment gp
Control gp
Sample
Measurethe DV
Measurethe DV
Re-trainingprogram
No training
Compare the
difference
Implement the IV
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Experimental design
Treatment gp
Control gp
Assign people to treatment and control groups what if assignment is non-random? By application?
Sample
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Experimental design
Treatment gp
Control gp
RandomAssignment
Random assignment Assign people into treatment or ctl gp randomlyEqual chance of being assigned to either gpAims at
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Treatment gp
Control gp
Measurethe DV
Measurethe DV
Re-trainingprogram
No training
Implement the IV
The 2 groups are equivalent
The 2 groups begin to differ
RandomAssignment
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Experimental design
Treatment gp
Control gp
RandomAssignment
Measurethe DV
Measurethe DV
Re-trainingprogram
No training
Compare the
difference
Implement the IV
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Experimental design The difference in DV between the
treatment and ctl gp = effects of IV (the treatment/manipulation)
Strength
Weakness
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Correlational design All variables are measured as they
naturally occur No manipulation by researcher
No treatment or control groupNo random assignment
Examples: Effects of personality, weather, no. of sibling on… employability, absenteeism, English proficiency
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Correlational design Correlation between the two variables
Positive or Negative? Self-esteem - life satisfaction Job satisfaction - quit intention Senior year students - absenteeism Length of queue - waiting time for the next bus Birth order - extraversion
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Correlational design Strength
Weakness illustration: love reading comic - language
proficiency (-ve relationship)
How to select the design? (s.8)
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Measurement of variable Observational
Obtrusive - individuals know that they are being assessed E.g., assessment centre E.g., Weakness -
Unobtrusive - aware of the observer, but do not know that they are being studied E.g., one-way mirror, using video tape E.g.,
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Measurement of variable Self-report
obtain information from participants’own report, very popular
survey (paper-n-pencil, telephone, face-to-face) time and cost efficient, require less manpower
Weakness biased; memory error; concern for face, only
give socially accepted answers, etc..