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Final Exam Review

Experimental Methods
   PSYC 2950.002
     Spring 2012
A note:
• You are welcome to review your previous
  exams in preparation for the final exam.

• If you’re interested in doing so, e-mail me @
  shanasouthard-dobbs@my.unt.edu to
  schedule a time.
Chapter 1
       Intro to Scientific Research
• What is a theory?
• Methods of conducting science
  – Induction/Deduction
  – Hypothesis Testing
  – Naturalism
• Assumptions Underlying Research
  – Determinism
  – Reality in Nature
  – Discoverability
Chapter 2
    Research Approaches and Data Collection Methods

•   Non-experimental quantitative research
•   Claiming cause and effect
•   Psychological experiment
•   Quantitative vs. Qualitative Research
•   Mediator/Moderator
•   Experimental research settings
Chapter 3
   Problem Identification and Hypothesis Formation
• Parts of a research paper
• Sources of research ideas
   – Literature review
• Research idea, research problem/question, hypothesis
• Order of operations
   –   get research idea
   –   review the literature
   –   determine feasibility of study
   –   formulate the research problem
   –   formulate the hypothesis
   –   collect the data
Chapter 5
      Measuring Variables & Sampling
•   Scales of Measurement
•   Reliability
•   Validity
•   Relationship between reliability & validity
•   Sampling
    – Benefits of random sampling
Chapter 6
              Research Validity
• Types of validity
• Threats to validity
* Internal/External validity
  – relationship between
Chapter 4
                     Ethics
•   Areas of ethical concern
•   Informed Consent
•   Assent
•   Debriefing
•   Role of IRB
Chapter 8
     Experimental Research Design
• Weak experimental designs
  – What’s missing?
• Strong experimental designs
  – What makes them strong designs?
• Between-participant designs
• Within-participant designs
• Factorial designs
Chapter 7
 Control Techniques in Experimental Research
• Random assignment vs. random selection
• Control by matching
  – For what kind of design?
• Counterbalancing
  – For what kind of design and what kind of effects?
• Control for Participant Effects
• Control for Experimenter Effects
Chapters 14 & 15
                 Statistics Review
•   Inferential Statistics
•   Graphical representation of data
•   Measures of Central Tendency
•   Nature of hypothesis testing
    – Type I / Type II error
• What’s the appropriate statistical test?
    – Correlation              -- one-way ANOVA
    – Ind. Samples t test      -- factorial ANOVA
    – Paired samples t test
Chapter 10
      Quasi-Experimental Designs
• Where do quasi-experimental designs fit in
  the continuum of weak to strong designs?
• What is the primary difference between quasi-
  and strong experimental designs?
• What conditions are required to infer
  causation from quasi-experimental designs?
Chapter 11
      Single-Case Research Designs
• Single case designs
  – ABA
  – ABAB
  – Multiple baseline design
  – Changing criterion design
Chapter 12
               Survey Research
• When to use survey research?
• Primary survey designs
  – Cross-sectional, longitudinal
• Primary data collection methods
  – Questionnaires, interviews, web-based, paper-
    based
• Guidelines for evaluating (or creating) surveys
• Sampling issues
Chapter 13
  Qualitative & Mixed Methods Research
• Definition of qualitative research
• Nature of qualitative research
  – Vs. quantitative
• Validity in qualitative research
  – Types & strategies to improve
  – ways to reduce researcher bias
• Types of qualitative studies
• Importance and types of triangulation

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Updated final exam review psyc 2950.002(1)

  • 1. Final Exam Review Experimental Methods PSYC 2950.002 Spring 2012
  • 2. A note: • You are welcome to review your previous exams in preparation for the final exam. • If you’re interested in doing so, e-mail me @ shanasouthard-dobbs@my.unt.edu to schedule a time.
  • 3. Chapter 1 Intro to Scientific Research • What is a theory? • Methods of conducting science – Induction/Deduction – Hypothesis Testing – Naturalism • Assumptions Underlying Research – Determinism – Reality in Nature – Discoverability
  • 4. Chapter 2 Research Approaches and Data Collection Methods • Non-experimental quantitative research • Claiming cause and effect • Psychological experiment • Quantitative vs. Qualitative Research • Mediator/Moderator • Experimental research settings
  • 5. Chapter 3 Problem Identification and Hypothesis Formation • Parts of a research paper • Sources of research ideas – Literature review • Research idea, research problem/question, hypothesis • Order of operations – get research idea – review the literature – determine feasibility of study – formulate the research problem – formulate the hypothesis – collect the data
  • 6. Chapter 5 Measuring Variables & Sampling • Scales of Measurement • Reliability • Validity • Relationship between reliability & validity • Sampling – Benefits of random sampling
  • 7. Chapter 6 Research Validity • Types of validity • Threats to validity * Internal/External validity – relationship between
  • 8. Chapter 4 Ethics • Areas of ethical concern • Informed Consent • Assent • Debriefing • Role of IRB
  • 9. Chapter 8 Experimental Research Design • Weak experimental designs – What’s missing? • Strong experimental designs – What makes them strong designs? • Between-participant designs • Within-participant designs • Factorial designs
  • 10. Chapter 7 Control Techniques in Experimental Research • Random assignment vs. random selection • Control by matching – For what kind of design? • Counterbalancing – For what kind of design and what kind of effects? • Control for Participant Effects • Control for Experimenter Effects
  • 11. Chapters 14 & 15 Statistics Review • Inferential Statistics • Graphical representation of data • Measures of Central Tendency • Nature of hypothesis testing – Type I / Type II error • What’s the appropriate statistical test? – Correlation -- one-way ANOVA – Ind. Samples t test -- factorial ANOVA – Paired samples t test
  • 12. Chapter 10 Quasi-Experimental Designs • Where do quasi-experimental designs fit in the continuum of weak to strong designs? • What is the primary difference between quasi- and strong experimental designs? • What conditions are required to infer causation from quasi-experimental designs?
  • 13. Chapter 11 Single-Case Research Designs • Single case designs – ABA – ABAB – Multiple baseline design – Changing criterion design
  • 14. Chapter 12 Survey Research • When to use survey research? • Primary survey designs – Cross-sectional, longitudinal • Primary data collection methods – Questionnaires, interviews, web-based, paper- based • Guidelines for evaluating (or creating) surveys • Sampling issues
  • 15. Chapter 13 Qualitative & Mixed Methods Research • Definition of qualitative research • Nature of qualitative research – Vs. quantitative • Validity in qualitative research – Types & strategies to improve – ways to reduce researcher bias • Types of qualitative studies • Importance and types of triangulation