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What is a Research Question?. The central idea of what you wish to focus on in your research The issue you wish to proof Limited, answerable and closed. Research Question. Starting point for conceptualization and operationalization Focus of the inquiry Theory based. Concept and Operation.
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What is a Research Question? The central idea of what you wish to focus on in your research The issue you wish to proof Limited, answerable and closed
Research Question • Starting point for conceptualization and operationalization • Focus of the inquiry • Theory based
Concept and Operation • A general idea, status, behavior or action • Must be “specified” to be useful in quantitative research • The process and result of specification of a concept is called operationalization • Examples
Concept • “Richness of meaning” • Cannot exemplify richness in a usable variable—can with multiple variables • Example –aging • operation as continuous variable or dichotomous age groups to provide operational meaning
Concept • Abstract • Hard to define • general • Must be made into defined, specific and rationally constructed therefore Operationalized to be useful
Social Class • Concept has multiple dimensions • Age • sex • income • Education • Reputation • Occupation • Index these and form a variable
Variable or Factor • The operationalized concept • Useful • Specific • Mathematically capable • The result of the “process” of operationalization
Operationalization • Therefore, defined as • process whereby researchers specify empirical concepts that can be taken as indicators of the attributes of a concept
Variables • Must be mutually exclusive • Exhaustive
Data Types • Demographic data • age • sex • marital status • other statuses • education • income
Data types • Attitudes • Indirect measures of behavior • Actual behavior/abilities (anthropometrics) • Past actions • Potential actions • Orientations
Levels of Measurement • Nominal—two categories, naming=yields dichotomous variable • Ordinal—ranks without standard intervals=yields an index which can be broken down • Interval—Uses numbers to describe relationships, the levels have real relative meaning; true zero • ratio—no true zero, relative only
Measurement Quality • Missed responses mean decreased reliability • Interviewer quality • Strength of the questionnaire • Reliability • Validity
Reliable • Repeatable • Av particular technique or question, if reapplied would yield the same answer or result
Validity • Extent to which a measure reflects the real meaning of the concept under consideration • Face validity—does it look valid logically • Content validity—covers the range or dimensions of meaning • Criterion-based validity—preset and universal meanings
Reliable versus valid • Often a tension between the two • The more valid a measure is the detailed and therefore the more confusing and lengthy—may affect the ability of the respondent to give a reasonable answer that can be converted to data that is useful
Ecological Fallacy • Using units of analysis that are group based to infer individual behavior • Family indicators to imply individual attitudes and behaviors
Types of Variables • Explanatory • Dependent • Independent • Intervening • control
How to Write a Research Question • Is in the form of a question • Hypotheses are in the form of statements • How do A, B, and C correlate with Y. • A,B,C are independent variables • Y is the dependent variable
Other Important Terms • Population • Sample • Significance • Generalizability