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Human Factors Research Methodologies Chap 2
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Human Factors Research Methodologies An Overview Choosing A Research Setting Selecting Variables Choosing Subjects Collecting the Data Analyzing the Data Criterion Measures in Research
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An Overview Descriptive Studies Certain attributesCertain attributes Basic data: design decisions be based uponBasic data: design decisions be based upon Assess the magnitude and scope of a problemAssess the magnitude and scope of a problem Experimental Research test the effects of some variable on behavior test the effects of some variable on behavior Evaluation Research Comparison with its goalsComparison with its goals Intended consequences & unintended outcome Intended consequences & unintended outcome Often include benefit-cost analysisOften include benefit-cost analysis
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Choosing A Research Setting Field vs. Laboratory Field vs. Laboratory Descriptive Studies Experimental Research Simulation: physical simulation Simulation: physical simulation computer simulation computer simulation Evaluation Research Representative: ultimately be used Representative: ultimately be used
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Selecting Variables Descriptive Studies Criterion variablesCriterion variables Physical characteristics Performance data Subjective data Physiological indices Stratification (Predictor) variables: sampleStratification (Predictor) variables: sample Experimental Research Evaluation Research (cont.)
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Selecting Variables Experimental Research Independent variablesIndependent variables Task-related variables equipment v. & procedural v. equipment v. & procedural v. Environmental variables Subject-related variables Dependent variablesDependent variables performance data, subjective data, performance data, subjective data, physiological indices physiological indices Evaluation Research Goal & Objective of the System → Criterion v. Goal & Objective of the System → Criterion v.
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Choosing Subjects Representative: relevant aspect Sample Size
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Collecting the Data Descriptive Studies Experimental Research Evaluation Research
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Analyzing the Data Descriptive Studies Experimental Research Evaluation Research
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Criterion Measures in Research System-Descriptive Criteria Engineering aspects Task Performance Criteria Quantity of output Quality of output Performance time (cont.) (cont.)
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Criterion Measures in Research Human Criteria Performance measures frequency, intensity, latency, duration measures frequency, intensity, latency, duration measures reliability reliability Physiological indices Subjective responses Terminal vs. Intermediate Criteria Intermediate: diagnosing and explaining Intermediate: diagnosing and explaining performance inadequacies performance inadequacies
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