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Transcript of 1 Chapter 2: Research Strategies Purposes of research Quantitative & Qualitative Strategies Time:...
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Chapter 2: Research Strategies
• Purposes of research
• Quantitative & Qualitative
• Strategies
• Time: short v. long-term
• Research Settings
• Tradeoffs
• Summary
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Chap 2: Research Strategies
Purposes
• Basic v. Applied– Testing theory v. Finding solutions– Give some examples– Lab v. natural settings– Experiments v. correlational– Theory v. trial & error
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Basic v. Applied
• Basic: knowledge base– Kitty in the City: 1964 (Lassiter & Dudley, ’91)
– What happened / how did it stimulate interest in theory?– To explain what?
• Identify potential applied problems– Attribution theory: self v. other causes
• Videotaped confessions? Do you believe what you see?• Does focus on person or situation matter?
– (Lassiter & Irvine, ’86)
• How could this theory apply to other problems in – Counseling, I/O psych?
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Purposes of Research
• Evaluation Research– What are some programs that need it?
• Action Research (fig 2-1, p. 33)
– Define problem– Research
• Collect data on possible causes• Theories to explain them• Find solutions • Implement • Evaluate implementation
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Chap 2: Quant v. Qual
• Which are typical methods for each?– Case studies– Interviews– Surveys– Focus groups– Experiments– Correlational studies
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Quant v. Qual
• Which is characterized by:– Ecological v. internal validity?– Objectivity v. subjectivity– Variables studied;
• Theory or personal experience
– Piaget or Bowlby?– Experiential v. cause & effect?– Which do you prefer? Why?
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Research Strategies
Experimental, Correlational, Case study
• Experimental – Cause and effect
• Correlational– Relationships, descriptive
• Case Study– Observation,
• Usually long term, in depth• Nomothetic v. idiographic?
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Corr v. ExperimentalB = f (P,E) K. Lewin
• Individual differences
• Personality research– Personal Traits
(stable)– What are some?
• Situational factors
• Social psychology– Personal States
(variable)– What are some?
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Experimental v. Correlationaladvantages & disadvantages
• Control over variables
• Internal validity v. external
• Getting participants
• Manipulation, measuring
• Cause & effect v. correlation
• Theory
• Ethical issues
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Exp. V Corr
• Experimental– IV (Cause)– Manipulate– DV (effect)– Measure– Qual or quant Vars– More theoretical
• WHY?
• Correlational– Predictors– Measure– Outcomes (criteria)– Measure– Qual or quant vars– Less theoretical
• WHY?
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B = f (P*E)
• Interaction of P*E– Main effects and interaction
• Can you use both experimental/corr?– Yes/no?
• Example:– Counseling: beh disorder * therapy type– I/O: Need for approval (ind diff) * Ldr style
• (leader style:laissez faire, high oversight)
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Stats for each
• Experimental– ANOVA– ANCOVA
• Correlational– Regression– Multiple regression– Factor analysis– SEM
• structural equations modeling
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Cf of ANOVA & Regression
• ANOVA = special case of regression
• General Linear Model (GLM)
• Experimental psychologists – ANOVA
• Individual psychologists– Regression
• .e.g I/O (personnel v. org psych)
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Problem: Exp or Corr? TV violence and Aggression
• Situational v. individual diff
• Manipulate v. measure
• Reciprocal relationship?
• Other variables? (lurking, confounding)
• What are other similar types of problems?– Counseling– I/O
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Time Perspectives:Short v. Long
• Short: – Cross/sectional
• Long term– E.g. Developmental research– Longitudinal– Cohort-sequential– Time-lagged comparisons
• Both: e.g. – Prior use reports of CDS for law enforcement
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Prospective Research
• IV at time 1 and DV at time 2 (table 2-3)– To establish time precedence of IV
• What’s that??
– Type A stress <-> Coronary disease• Which comes first?
– Problems• Longitudinal
– Attrition, history and testing effects
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Outcome Evaluation(Program Evaluation p. 51)
• Examples– Treatment programs– Social programs– Educational programs– Organizational interventions
• Problems: – Attrition, history and testing effects
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Research Strategies:Lab v. Field (p. 52)
• Strategies and settings
• Case study = single-case in laboratory
• Experiments in– Laboratory or – Field (field experiments)
• Give an example of a psych experiment could investigate how drivers reactions to red-light cameras (IV and DVs)
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Research Settings
• Settings and Participants
• Target population and samples
• External validity v. theory testing – Generalize theory or findings?
• Give an example: Counseling/ I/O psych
• Convenience sample– What is it? Why would you use one?
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Tradeoffs
• Samples – Hetero v. homogeneous
• Control– Lab v. natural setting
• Experiment v. Correlation– Manipulation v. Measure
• Validity– Internal validity v. external validity
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Research Strategies:Summary
• Basic v. Applied– Which do you prefer?
• Quantitative v. Qualitative– Which is better?
• Experiment v. Correlational– Tradeoffs
• Time perspectives– Short v. Long
• Populations and samples– census or samples / homo or hetero
• Settings – lab v. field