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Types of Educational Research & Corresponding Sources of Data

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1 Types of Educational Research & Corresponding Sources of Data
Introduction to Educational Research (5th ed.) Craig A. Mertler & C.M. Charles Chapter 2 Types of Educational Research & Corresponding Sources of Data

2 Variables and Educational Research
Research helps us understand variables and relationships among them Variables versus constants Ways of classifying variables: Continuous and discrete variables Independent and dependent variables Confounding variables: Intervening—unobservable traits Organismic—permanent physical traits Extraneous—temporary Controlled—those whose effects have been accounted for

3 Types of Educational Research
Can be organized by (1) practicality, (2) methodology employed, or (3) type of research question Research categorized by PRACTICALITY: Basic research—theory-based Applied research—conducted to solve immediate problems Research categorized by METHODOLOGY: Qualitative vs. quantitative research—address specific type of data generated Experimental vs. nonexperimental research— describing cause-effect relationships or describing current status, respectively Studies classified using one of each pairs of descriptors

4 Types of Educational Research (cont’d.)
Research categorized by RESEARCH QUESTION: Ethnographic—explains social behavior; nonexperimental; qualitative Historical—explores conditions, events of the past; nonexperimental; qualitative/quantitative/both Descriptive—describes current status; nonexperimental; qualitative/quantitative/both Correlational—explores degree of relationship between two or more variables; nonexperimental; quantitative

5 Types of Educational Research (cont’d.)
Action—to improve conditions in a particular setting without generalizing; experimental/nonexperimental; qualitative/quantitative/both Evaluation—conducted to make judgments about programs, etc.; experimental/nonexperimental; qualitative/quantitative/both Causal-comparative—examines influence of pre-existing condition (IV) on an outcome variable (DV); nonexperimental; quantitative Experimental—examines effect of a cause (IV, through manipulation) on an effect (DV); experimental; quantitative

6 Sources of Research Data
Data—information collected on people, settings, objects, etc. Primary sources—firsthand information; accurate Secondary sources—interpretations of primary data; subject to error Meta-analytical data—analysis of several existing studies Specific sources of data: Participants Procedures Settings Objects Records Documents Informants

7 Procedures Used in Collecting Data
Verbal description Notation Recording Analysis Questioning Surveys Interviews Testing Measurement

8 Qualities Required in Research Data
Authenticity and believability—informal, unstructured assessments External criticism—determining whether or not data comes from legitimate sources (authentic); purely judgmental Internal criticism—examination of data accuracy and lack of bias (believable) Validity and reliability—formal, structured assessments Validity - determining whether or not data deal directly with topic Reliability—determining whether or not data are consistent

9 Participants, Samples, & Populations
Data is collected from Participants who are members of Samples in order to learn about Populations

10 Applying Technology… Dr. William Trochim's Research Methods Knowledge Base electronic textbook (


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