Asistensi MRB 3
Experiments
Research Design
Exploratory Conclusive
Descriptive
Cross-Sectional
Single Cross
Sectional Multiple Cross Sectional
Longitudinal
Research Design:
Exploratory
•
Purpose: provide insights, provide a
better understanding, form a basic
model for further research
theory
building
•
The design is unstructured, it depends
on the problem that we face.
•
The primary data is
qualitative data
•
The sample is small and non
Research Design:
Conclusive
•
Purpose: to test a phenomena, to
verify the insight gained from
qualitative research, to quantify the
data
theory testing
•
the design is formal and structured
•
The primary data is
quantitative
data
Marketing Research Data
Secondary Data Primary Data
Quantitative Data
Descriptive
Survey Data Observational and other data
Causal
Experiment al Data
Quantitative: Experiment
•
Main reason of conducting the
experiment: to test the causality
effect
•
Concept of causality: when the
Experiment Cont’d
• Definition and concept in experiment: – Independent variables: variables that are
manipulated by the researcher. Also known as treatment
– Test units: respondents whose response to
the independent variables is being examined
– Dependent variables: variable that measure
the effect of independent variables on the test units
– Extraneous variable: variable other than
Experiment Cont’d
•
Definitions of the symbol
– X = the exposure of a group to an
independent variable, treatment or event
– O = the process of observation or
measurement of the dependent variable on the test units
– R = the random assignment of test units
Experiment Cont’d
•
Validity in instrument
– Internal validity: whether the effect in
experiment is purely caused by the treatment or not
– External validity: is the result of the
Experiment: Cont’d
•
Extraneous variable:
– History– Maturation
– Testing effect
– Instrumentation
•
How to minimize extraneous variable:?
– RandomizationExperiment: Cont’d
•
Experiment design:
– One shot case study– One group pre test-post test design
– Static Group Design
X O
O1 X O2
Experiment: Cont’d
•
Experiment design:
– Pretest-posttest control group design
treatment effect = (O2 – O1) – (O4 – O3)
– Posttest only control group design EG: R O1 X O2
CG: R O3 X O4