An investigator is interested in the relation between role perception and social values, which is the independent variable, the dependent variable. Whatever judgment you have made, can you justifiably reverse the variables? Do you think a research project designed to investigate this problem would be basically experimental or ex post facto? Can the investigator do two researches, one experimental and one ex post facto, both designed to test the same hypothesis? If your answer to previous one was yes, will the variables of the two problems be the same? Assuming that the relation in both researches were significant, will the conclusions be substantially the same?
This is a multi-part conceptual question about the nature of variables and research design. Let’s break it down and address each part clearly and analytically:
Q1: An investigator is interested
in the relation between role perception and social values. Which is the
independent variable and which is the dependent variable?
Answer:
- The independent
variable (IV) is typically the presumed cause.
- The dependent
variable (DV) is the presumed effect.
In this case, if the investigator wants to see how role perception
influences social values, then:
- Independent
Variable (IV): Role perception
- Dependent
Variable (DV): Social values
However, it could be framed the other way — perhaps one’s social
values influence how they perceive roles (e.g., leadership, gender roles,
etc.).
Q2: Whatever judgment you have
made, can you justifiably reverse the variables?
Answer:
Yes, you can justifiably reverse the variables depending on the
theoretical framework. For example:
- A
sociologist might argue that social values shape role
perceptions (e.g., if someone values equality, they may perceive all
roles as equal).
- A
psychologist might argue that how one perceives roles shapes the
development or expression of social values.
So the direction of influence depends on what you are trying
to explain.
Q3: Would a research project
designed to investigate this problem be basically experimental or ex post
facto?
Answer:
Most likely, it would be ex post facto, because:
- Social
values and role perception are internal psychological
constructs.
- They are not
easily or ethically manipulated.
- The study
would likely involve measuring both variables through surveys or
psychometric instruments and analyzing the relationship.
Hence, it fits non-experimental, correlational (ex post facto)
research.
Q4: Can the investigator do two
researches — one experimental and one ex post facto — both designed to test the
same hypothesis?
Answer:
Yes, in theory, the investigator could conduct both:
- An ex
post facto study to measure naturally existing relationships.
- An experimental
study by manipulating one variable (e.g., expose participants
to different role perceptions through a stimulus or training) and measure
subsequent changes in social values.
However, this is only feasible if one of the variables can be
ethically and practically manipulated.
Q5: Will the variables of the two
problems be the same?
Answer:
- Conceptually,
yes: The same constructs (role perception and social values) are being
studied.
- But in the
experimental study, one becomes actively manipulated (IV),
while the other is measured as outcome (DV).
- In the ex
post facto study, both are measured without manipulation.
So while the variables remain the same, their treatment in
design differs.
Q6: Assuming that the relation in
both researches was significant, will the conclusions be substantially the
same?
Answer:
Not necessarily.
- In the ex
post facto study, a significant relationship suggests association,
not causation.
- In the experimental
study, a significant result implies causation (with higher internal
validity) due to manipulation and control.
So:
- The findings
may align, but
- The strength
of the conclusions differs:
- Ex post
facto: "There is a relationship."
- Experimental:
"Role perception causes changes in social values" (if role
perception was manipulated).
Summary Table:
Question |
Answer |
IV & DV |
IV: Role perception, DV: Social values (can be reversed based on
theory) |
Reversibility |
Yes, variables can be justifiably reversed |
Research Type |
Primarily ex post facto |
Two Studies Possible? |
Yes — one ex post facto, one experimental |
Same Variables? |
Yes (same constructs, different roles) |
Same Conclusions? |
No — association in ex post facto, causation in experimental |
Let me know if you'd like a visual or flowchart to explain this to
students.
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