Variables and experimental desighn

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This document discusses key concepts in experimental design and variables. It defines an independent variable as one that is systematically manipulated by the researcher, and a dependent variable as one that is observed and measured to see the effects of changes in the independent variable. Extraneous variables are any other variables besides the independent variable that could influence the dependent variable. Experimental designs like independent groups, matched pairs, and repeated measures aim to minimize the effects of extraneous variables. Placebo and experimenter effects are also discussed, and double-blind procedures are proposed to control for these.

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Research Methods - Variables and Experimental Design

Independent Variable (IV) ,[object Object]

Extraneous ,[object Object],[object Object],[object Object]

Participant Variables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Experimenter Variables ,[object Object],[object Object],[object Object]

Uncontrolled ,[object Object],[object Object],[object Object]

Experimental Design ,[object Object],[object Object],[object Object],[object Object]

Independent Groups Design ,[object Object],[object Object]

Matched pairs design ,[object Object],[object Object]

Repeated measures design ,[object Object],[object Object]

Single Blind Procedure ,[object Object],[object Object]

Experimenter Effect ,[object Object],[object Object]

DOUBLE BLIND PROCEDURE ,[object Object],[object Object],[object Object]

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DEFINITION : Quantitative research, is defined as a the systematic investigation of phenomena by gathering quantifiable data and performing statistical, mathematical or computational techniques. Quantitative research gathers information from existing and potential customers using sampling methods and sending out online surveys, online polls, questionnaires etc., the results of which can be depicted in the form of numericals. After careful understanding of these numbers to predict the future of a product or service and make changes accordingly. Described as the process of gathering and measuring information on variables of interest, in an established systematic fashion that enables one to answer research questions, test hypothesis and evaluate outcome. Importance of data collection: Helps us search for answers and resolutions Facilitates and improve decision-making processes and the quality of the decisions made. #Types of quantitative research. . Survey research The collection of data attained by asking individuals questions by either in person, on paper, by phone or online. 2. Correlational research Measures two variables, understand assess the statistical relationship between them with no influence from any extraneous variable. 3. Casual-comparative research To find relationship between independent and dependent variables after an action or event has already occurred. 4. Experimental research Researcher manipulates one variables, and control/randomizes the rest of the variables.

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In this learning material, you will explore the nature and types of research variables. Studying research variables is of paramount importance in the field of scientific inquiry and empirical research. Variables are the key elements that researchers manipulate, measure, or observe to understand the relationships and patterns within a given phenomenon. By comprehensively examining research variables, researchers can enhance the quality, validity, and reliability of their studies, leading to more accurate and insightful conclusions. This essay will discuss five crucial reasons why studying research variables is essential. Firstly, identifying and defining research variables lay the foundation for a well-structured research design. Properly conceptualized variables guide the researcher in formulating hypotheses, determining the scope of the study, and selecting appropriate methodologies. For example, in a medical study investigating the effects of a new drug, variables like dosage, duration of treatment, and patient demographics are critical components that must be carefully defined to ensure the study's success. Secondly, the study of research variables allows for controlled experimentation. Manipulating independent variables and observing their effects on dependent variables enables researchers to establish causal relationships. This controlled approach is vital for establishing cause-and-effect conclusions, which are crucial for making informed decisions and advancing scientific knowledge. Without a clear understanding of variables, researchers risk misinterpreting results or drawing incorrect conclusions. Thirdly, the analysis of research variables facilitates replication and validation of findings. When researchers thoroughly document and report their variables, other scholars can replicate the study to verify its results. Replication enhances the credibility of research outcomes, contributing to the accumulation of reliable knowledge. Transparent reporting of variables enables other researchers to build upon previous work, leading to the advancement of science through cumulative research efforts.

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