Sunday, March 14, 2010

Experimental Design

Three type of research designs:

Experimental
Identify causation
Manipulates variables
Random assignment

Quantitative Observational
Treatment groups pre-existing
No random assignment, hence cannot identify causation
No manipulation, only observation to identify correlation of variables

Qualitative
Non-experimental, like quantitative observational only there is nothing quantitative about it, all interpretion/opinions

All three can collect two kinds of Data, Qualitative and Quantitative.

* * *

Experimental Design;

influenced by extraneous variables,
  • Participant variables
  • situational variables
  • experimenter variables
  • placebo effect
Advantages
  • More control over extraneous variables
  • Can prove causation by manipulating IV to affect DV
  • Can replicate experiment
Disadvantage
  • May be unethical
  • Not applicable to real world
Quantitative Observational

Advantages
  • Allow investigation of variables otherwise too costly, unethical or impossible
  • Some behavior can only be studied using a naturalistic setting
Disadvantages
  • Cannot infer a strong cause/effect due to greater chance of other variables influencing results, due to lack of random assignment
Qualitative
Answers a question instead of testing a hypothesis/prediction
Investigates difference between groups and Association between variables

Advantages
  • Investigate complex real world issues
  • Open ended approach provides important information
Disadvantage
  • Chance of experimenter bias
Focus Group Method
Advantage
  • Richness of generated data
  • Easy to organize
  • Inexpensive
  • Safety in numbers principle
  • Can collect info from uneducated people
Disadvantages
  • Lack of confidentiality
  • Unease disagreeing with large groups
  • Not representative of other groups
Delphi Technique
Advantages
  • Does not require participants to be at the same place at the same time
  • Maintains confidentiality
  • Minimizes disadvantages associated with group decision making
Disadvantages
  • Forces consensus
  • No discussion

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