In a study, effect of yoga and meditation class on sleep quality of the exercisers, what type of variable is yoga and meditation class ?
Independent
The independent variable is the one the researcher manipulates or introduces as the treatment; the dependent variable is the outcome measured to see the effect.
Here the yoga and meditation class is the treatment given to the exercisers, while sleep quality is measured as the outcome, so sleep quality is the dependent variable.
Extraneous variables are uncontrolled factors (e.g. caffeine intake) that may affect the result, and intervening variables are unobservable processes linking cause and effect (e.g. reduced stress); the class is neither.
Hence, the answer is Independent.
Which of the following could be treated as IV/s in the study if scores on logical reasoning are to be treated as outcome variable ?
(I) Gender
(II) Engineering specialization
(III) Marks in semester-end examination
If a researcher was interested in predicting the marks in semester-end examination of civil engineering students only, then which of the following could be treated as predictor variables ?
(I) Engineering specialization
(II) Scores on logical reasoning
(III) Scores on spatial reasoning
(IV) Parents’ annual income
Codes :
Which of the following are alternative names for the independent variable (usually denoted by x) in linear regression analysis ?
(i) The regressor
(ii) The regressand
(iii) The causal variable
(iv) The effect variable
“Amount of training (IV) leads to increased muscle mass and better muscle memory, which affects overall exercise performance (DV).” In this example, increased muscle memory is .................... .
A constant variable can take values :
An intervening variable is :
| List I | List II |
| Variables | Characteristics |
| A. Experimental | I. Cannot be altered by researcher |
| B. Organismic | II. Uncontrolled but have significant effect on dependent variable |
| C. Assigned | III. Manipulated |
| D. Dependent | IV. Measurable, can't be manipulated |
| V. Is the presumed cause of dependent variable |
Extraneous variables are
I. Uncontrolled variables
II. Manipulated variables
III. Non manipulated variables
IV. Distracting variables
Codes :
Given below are two statements, one labelled as Assertion (A) and the other labeled as Reason (R) :
Assertion (A) : Independent variables are manipulated by the researcher to see their effect on dependent variables.
Reason (R) : As they lead to the prediction of hypothesized extraneous variables.
In the context of the above two statements, which of the following statement is correct ?
Match the following :
| List – I (Variable) | List – II (Explanation) |
|---|---|
| a. Independent variable | i. It can take on any value from a range of values. |
| b. Dependent variable | ii. It is what a researcher wants to eliminate. |
| c. Continuous variable | iii. It is systematically varied by the researcher. |
| d. Control variable | iv. It is what the researcher wants to explain. |
Match the LIST-I with LIST-II
| LIST-I Types of variable | LIST-II Meaning |
| A. Extraneous Variable | I. A factor that could possibly influence the results and that is kept out of the study. |
| B. Dependent Variable | II. A kind of independent variable such as age, sex that cannot be manipulated. |
| C. Control Variable | III. A factor that could affect the relationship between the independent and dependent variables but that is not included or controlled. |
| D. Moderator Variable | IV. The effect of the independent variable. |
Choose the correct answer from the options given below: