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Northern Advanced Research Training Initiative

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Northern Advanced Research Training Initiative Experimental Research Methods Nikos Bozionelos PhD e-mail: nikos.bozionelos_at_durham.ac.uk * * * * * Experimental ... – PowerPoint PPT presentation

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Title: Northern Advanced Research Training Initiative


1
  • Northern Advanced Research Training Initiative
  • Experimental Research Methods

Nikos Bozionelos PhD e-mail nikos.bozionelos_at_durh
am.ac.uk
2
Experimental Research
3
Steps in Research
Design Implementation (e.g., data
collection) Analysis Results
valid
?
4
  • Validity
  • the extent to which the explanation that
  • is indicated by the findings is exclusive and
  • sufficient

(i.e.,whether alternative explanations can be
ruled out)
extraneous factors (i.e., factors outside the
scope of the study) may be responsible for the
results
5
  • Validity
  • the extent to which the explanation that
  • is indicated by the findings is exclusive and
  • sufficient

(i.e.,whether alternative explanations can be
ruled out)
extraneous factors (i.e., factors outside the
scope of the study) may be responsible for the
results
confounding
6
  • confounding
  • history
  • instrumentation (measures)
  • attrition (mortality)
  • maturation
  • causality

control for confounding to improve validity
7
  • confounding
  • history
  • instrumentation (measures)
  • attrition (mortality)
  • maturation
  • causality

confounding imposes threats to the validity of
research
control for confounding to improve validity
8
types of validity
  • internal
  • the extent to which extraneous factors
  • cannot be responsible for the results
  • external
  • the extent to which the results can be
    generalised to other settings/environments

9
internal validity
has priority
the research method to improve/ensure internal
validity is the
experiment
10
experimenta research study conducted under
strictly controlled conditions
  • only two factors/variables
  • are allowed to change
  • the Independent Variable (cause)
  • the Dependent Variable (effect)

11
experimenta research study conducted under
strictly controlled conditions
  • only two factors/variables
  • are allowed to change
  • the Independent Variable (cause)
  • the Dependent Variable (effect)

manipulated by the Researcher
changed by the effects of the Independent
Variable
12
  • aim to prove with certainty

independent variables
dependent variables
cause
allowed to change
manipulated by us
13
  • types of experiments
  • laboratory experiment

what do we compromise?
  • field experiment/quasi experiment

greater external validity
14
  • How do we prove causality?
  • control group
  • (no change in the Independent Variable)
  • experimental group
  • (change in the Independent Variable)

15
  • controls in experiments

16
in experiments we must control for
  • demand characteristics
  • experimenter and participant effects
  • how?
  • single-blind double-blind procedures
  • automation
  • objective measures-multiple observers
  • deception

17
in experiments we must also control for
  • the characteristics of participants
  • how?
  • random selection of participants
  • random assignment into experimental conditions

18
END Thank You
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