Categories of Experimental Design

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DiligentMarimba
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What is a limitation of Pre-Experimental designs in establishing cause-and-effect relationships?

The independent variable is manipulated too much

Which design offers a greater degree of control and internal validity compared to Pre-Experimental designs?

True Experimental Designs

What guarantees that any differences between groups in True Experimental designs are likely small and due only to chance?

Random assignment of units

Which factor is crucial in determining the internal validity of an experimental design?

Control of the independent variable

What makes it challenging to establish cause-and-effect relationships in Pre-Experimental designs?

Non-variation of the independent variable

In Pre-Experimental design, why is it not possible to show cause-and-effect relationships?

The independent variable doesn’t vary

What distinguishes True Experimental designs from Pre-Experimental designs?

Random assignment of participants

Why do True Experimental designs offer a greater degree of control compared to Pre-Experimental designs?

Random assignment of participants

What is a characteristic of Quasi-Experimental designs that limits the researcher’s control?

Inability to ensure sample homogeneity

How does random assignment of participants in True Experimental designs help ensure internal validity?

It minimizes differences between groups due to chance

What is a key difference between Pre-Experimental and Quasi-Experimental designs?

Degree of control over study variables

Why is the ability to randomly assign participants crucial in True Experimental designs?

It ensures that differences between groups are likely small and due to chance

What makes it challenging for researchers to establish cause-and-effect relationships in Quasi-Experimental designs?

Inability to ensure sample homogeneity

What aspect of experimental design is more pronounced in True Experimental designs compared to Quasi-Experimental designs?

Control over study variables

Why does limited leverage and control over participant selection pose a challenge in Quasi-Experimental designs?

It limits the researcher's ability to ensure sample homogeneity

Explore the different categories of experimental design including Pre-Experimental Designs, True Experimental Designs, and Quasi-Experimental Designs. Learn about the characteristics and limitations of each design type and their impact on establishing cause-and-effect relationships.

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