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Question

Given below are two statements: one is labelled as Assertion A and other is labelled as Reason R

Assertion A: Experimental research allows you to eliminate the influence of many extraneous factors.

Reason R: In experimental research variables are actively manipulated and environment is as controlled as possible

In the light of the above statements. Choose the correct answer from the options given below:  

The correct answer is

Both A and R are true and R is the correct explanation of A

Understanding Assertion and Reason in Experimental Research

The question asks us to evaluate two statements about experimental research: an Assertion (A) and a Reason (R). We need to determine if each statement is true and if the Reason correctly explains the Assertion.

Analyzing Assertion A: Eliminating Extraneous Factors

Assertion A states: Experimental research allows you to eliminate the influence of many extraneous factors.

In research, extraneous factors (also known as extraneous variables) are variables other than the independent variable that could potentially affect the dependent variable. These factors can confuse the results and make it difficult to determine if the independent variable is truly causing the observed effect.

Experimental research is specifically designed to control for or minimize the influence of these extraneous factors. By manipulating the independent variable in a controlled environment and often using techniques like random assignment, researchers aim to isolate the effect of the independent variable on the dependent variable. While complete elimination is often difficult, experimental research is the strongest method for reducing the impact of many extraneous variables compared to other research designs (like correlational or descriptive research).

Therefore, Assertion A is a true statement regarding the capabilities and goals of experimental research.

Analyzing Reason R: Variable Manipulation and Controlled Environment

Reason R states: In experimental research variables are actively manipulated and environment is as controlled as possible.

This statement describes the core characteristics of experimental research.

  • Variable Manipulation: A key feature of experimental research is the active manipulation of the independent variable by the researcher. Different levels or conditions of the independent variable are created and applied to different groups or participants.
  • Controlled Environment: Researchers strive to conduct experiments in a controlled environment to ensure that the only significant difference between groups is the manipulation of the independent variable. This involves keeping other conditions constant or accounting for their potential variability.

This description accurately reflects the methodology used in experimental research. Therefore, Reason R is a true statement.

Evaluating the Relationship between A and R

Now we need to consider if Reason R is the correct explanation for Assertion A.

Assertion A claims that experimental research eliminates the influence of extraneous factors. Reason R explains that experimental research involves manipulating variables and controlling the environment.

The methods described in Reason R (variable manipulation and environmental control) are precisely the techniques used in experimental research to achieve the outcome described in Assertion A (eliminating/minimizing the influence of extraneous factors). By controlling the environment and manipulating only the independent variable, researchers reduce the likelihood that extraneous variables are causing changes in the dependent variable. Thus, the controlled nature and manipulation inherent in experimental design directly contribute to the ability to handle extraneous factors.

Therefore, Reason R provides a valid explanation for why experimental research can eliminate or reduce the influence of many extraneous factors.

Conclusion

Based on the analysis:

  • Assertion A is true.
  • Reason R is true.
  • Reason R is a correct explanation for Assertion A.

This aligns with the option stating that both A and R are true and R is the correct explanation of A.

Revision Table: Key Concepts in Experimental Research

Concept Description Relevance to Question
Experimental Research A research design where the researcher manipulates an independent variable to observe its effect on a dependent variable, often in a controlled setting. The core topic of both Assertion and Reason.
Independent Variable The variable that is manipulated by the researcher. Mentioned in Reason R ("variables are actively manipulated").
Dependent Variable The variable that is measured to see if it is affected by the independent variable. Implicitly affected by extraneous factors (Assertion A).
Extraneous Factors/Variables Variables other than the independent variable that could influence the dependent variable. The focus of Assertion A.
Control Efforts made to keep conditions constant across experimental groups or to minimize the influence of extraneous variables. Mentioned in Reason R ("environment is as controlled as possible") and crucial for addressing Assertion A.

Additional Information on Controlling Extraneous Variables

Researchers use several techniques in experimental design to control extraneous variables:

  • Random Assignment: Assigning participants to different experimental groups randomly helps ensure that any pre-existing differences among participants are evenly distributed across the groups, reducing their impact as extraneous variables.
  • Standardization: Keeping all procedures, instructions, and experimental conditions (except for the independent variable manipulation) consistent for all participants minimizes variations that could act as extraneous factors.
  • Holding Variables Constant: If certain extraneous variables are known and can be controlled (e.g., temperature of the room, time of day for testing), they are kept the same for all participants.
  • Matching: Participants in different groups can be matched on specific characteristics (e.g., age, IQ) that might be potential extraneous variables.
  • Statistical Control: While not eliminating the factor during the experiment, statistical techniques (like ANOVA, ANCOVA) can sometimes be used to account for the influence of certain variables during data analysis.

These techniques reinforce why experimental research is effective in dealing with extraneous factors, supporting both the Assertion and the Reason provided.

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Important Questions from Variables

  1. Given below are two statements:

    Statement I: A discrete variable can represent only finite set of values.

    Statement II: A continuous variable can be broken into subparts including fractions.

    In the light of the above statements, choose the correct answer from the options given below:

  2. Match the items of List I with the items of List II and choose the correct answer from the code given below.

    List I

    List II

    (a)

    Extraneous variable

    (i)

    Variables in between cause and effect

    (b)

    Independent variable

    (ii)

    Variable to be affected by manipulated variable

    (c)

    Intervening variable

    (iii)

    Variable which is manipulated

    (d)

    Dependent variable

    (iv)

    Uncontrolled variable having significant effect on unmanipulated variable

  3. The term 'categorical' variables is used for the data measured on

  4. The question of whether the results of a study can be generalized beyond the specific research context. relates to

  5. In much of social research, the variables used are

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