What Kind Of Research Design Or Methodology Allows Us To Make Causal Conclusions?

by | Last updated on January 24, 2024

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With

experiments

, researchers actively make changes in one variable and watch for changes in another variable. Experiments allow researchers to make causal inferences. Other types of methods include longitudinal and quasi-experimental designs.

What is the only type of research method that allows for causation to be determined?

Only

experimental research

can determine causation.

What kind of research design or methodology allows us to make casual conclusions by demonstrating that a change in one variable causes a change in another variable?

With

experiments

, researchers actively make changes in one variable and watch for changes in another variable. Experiments allow researchers to make causal inferences. Other types of methods include longitudinal and quasi-experimental designs.

Which type of research method is used to show cause and effect that one variable causes change in another variable?


Causal or Experimental Research Experiments

on causal relationships investigate the effect of one or more variables on one or more outcome variables. This type of research also determines if one variable causes another variable to occur or change.

Which type of research examines relationships among variables?


Correlational research

attempts to determine the extent of a relationship between two or more variables using statistical data. In this type of design, relationships between and among a number of facts are sought and interpreted.

What are the 4 types of research design?

There are four main types of Quantitative research:

Descriptive, Correlational, Causal-Comparative/Quasi-Experimental, and Experimental Research

. attempts to establish cause- effect relationships among the variables. These types of design are very similar to true experiments, but with some key differences.

How do you determine a causal relationship?

  1. The two variables must vary together.
  2. The relationship must be plausible.
  3. The cause must precede the effect in time.
  4. The relationship must be nonspurious (not due to a third variable).

What is the only type of research that proves cause and effect?


A controlled experiment

is the only research method that can establish a cause and effect relationship.

What are two research methods for exploring the cause and effect relationships between variables?

There are two research methods for exploring the cause and effect relationship between variables:

Experimentation, and

.

Simulation

.

How do you identify a quasi experimental design?

Like a true experiment, a quasi-experimental design aims to establish a cause-and-effect relationship between an independent and dependent variable. However, unlike a true experiment, a quasi-experiment does not rely on random assignment. Instead,

subjects are assigned to groups based on non-random criteria

.

Which variable does the experimenter manipulate or change?

One is called the dependent variable and the other the

independent variable

. The independent variable is the variable the experimenter manipulates or changes, and is assumed to have a direct effect on the dependent variable.

Which is an example of unethical research behavior?


Using unauthorized notes, or study aids

, or information from another student or student’s paper on an examination. Communicating answers with another person during an exam. Altering graded work after it has been returned, and then submitting the work for regrading without the instructor’s knowledge.

Why are dependent and independent variables not applicable in descriptive type of research?

Descriptive studies only describe the current state of a variable, so

there are no presumed cause or effects

, therefore no independent and dependent variables. … Since neither variable in a correlational design is manipulated, it is impossible to determine which is the cause and which is the effect.

Which type of research examines the relationship between two variables quizlet?

Also called

Relational Research

, involves examining potential associations between naturally occurring variables by measuring those variables and determining whether they are statistically related. It is extremely important to remember that in correlational research, variables are measured, not manipulated.

What is regression research?

What is regression? Regression analysis is a common technique in market research which helps the analyst understand the relationship of independent variables to a dependent variable. More specifically it

focuses on how the dependent variable changes in relation to changes in independent variables

.

Which type of research is concerned about discovering cause and effect between variables?


Causal research

, on the other hand, has the capacity to determine whether one variable affects another variable. As such, causal research carries two objectives, both of which are concerned with a possible causal relationship: Discovering which variables constitute the cause and which the effect.

Amira Khan
Author
Amira Khan
Amira Khan is a philosopher and scholar of religion with a Ph.D. in philosophy and theology. Amira's expertise includes the history of philosophy and religion, ethics, and the philosophy of science. She is passionate about helping readers navigate complex philosophical and religious concepts in a clear and accessible way.