Review
"The secret ofsuccess is to know something
nobody else knows. "
-- Aristotle
“Research is the method of asking and answering a
question with a set of systematic procedures
which assist researchers in avoiding biases”.
Research is to reduce ambiguity and uncertainty
and to increase knowledge.
Review
Scientific Method:
• Requiresa certain level of
explanation
• Relies on empirical evidence rather
than intuition
• Emphasizes direct observation &
experimentation
5.
Review
Goals of ScientificMethod:
1. Description
2. Prediction
3. Understanding
i. Co-variation of events
ii. Time-order relationship
iii. Elimination of possible explanations
6.
Review
Basic & AppliedResearch:
• The goal in basic research is to simply increase
knowledge about social behavior, knowledge for
the sake of knowledge.
• Applied research is designed to increase the
understanding of and solutions to real-world
problems by using current social psychological
knowledge.
7.
Review
The Research Process:(Eight Steps)
1. Develop a research question & review literature
2. Develop a research theory / hypothesis
3. Variables and operational definitions
4. Choose a research design
5. Evaluate the ethics
6. Collect data
7. Analyze data and form conclusions
8. Report research results
8.
The Research Process
(1- Develop a research question & review literature)
Is my Research Question a Good One (Sternberg, 1997):
1. Why this question is scientifically important?
2. What is the scope of this question?
3. What are the likely outcomes?
4. What it will contribution to knowledge?
5. Why would anyone be interested in the results?
9.
The Research Process
(2.Develop a theory & hypothesis)
• A theory is an organized system of ideas that
seeks to explain why two or more events are
related.
What makes a good theory?
1. The predictive accuracy of the theory
2. Internal coherence
3. Economical
4. Fertility
10.
The Research Process
(2.Develop a theory & hypothesis)
Hypothesis:
• Hypotheses are specific propositions or
expectations about the nature of things derived
from a theory — they are the logical implications
of the theory.
• Theories that have withstood the test of time
have had a lot of hypotheses confirmed
(Stanovich, 1998).
11.
The Research Process
(2.Develop a theory & hypothesis)
Example:
• Theory: Exposure to a lot of TV violence is
detrimental to social development of children.
• Hypothesis: Individuals who watch a great deal
of TV violence during childhood will be more
physically aggressive in adulthood than
individuals who watch little, TV, violence.
12.
The Research Process
(3.Variables and Operationalization)
:
• Variables:
They are the things that can be measured and that can vary. Mainly
variables of two types:
i) Independent Variables (Whose effect we are going to
investigate in one particular environment)
ii) Dependent Variables (The variable which is affected
by independent variable)
• Operational definitions:
Operational definitions are very precise descriptions of how the
variables have been quantified so that they can be measured.
13.
The Research Process
(3.Variables and Operationalization)
(Translating Concepts Into Operations)
• “Absence makes the heart grow fonder”
• “Media violence increases aggression”
14.
Bandura’s study (1965)
•Exposure to successful aggressive models induces
aggressive behavior in the observer.
• Hypothesis: Children who watch a model be either reinforced
or given no consequence for being aggressive will be more
likely to imitate the model than when the model is punished
for being aggressive.
• Operational Definition:
• Reinforcement: the model being given candy and soft drinks
along with words of praise for a superb performance.
• Punishment:
• Another adult shaking a menacing finger at the aggressive
model and saying, "Hey, you big bully. You quit picking on that
clown. I won't tolerate it."
The Research Process
(4.Choose a Research Design)
1. Correlational Research Methods
2. Observational Research Methods
3. Experimental Research Methods
17.
The Research Process
(5.Evaluate Ethics)
• “Cost/benefit analysis”
• APA’s Ethical Standards:
i. Informed consent
ii. Anonymity
iii. Protection from harm
iv. Confidentiality
v. Minimize deception
vi. Debriefing
vii. Communicate results of study
Current Ethical Guidelines
•In 1974 the U.S. government established
Institutional Review Boards (IRBs) for research
involving human participants.
• In 1982, the American Psychological Association
published guidelines focusing on the risk/benefit
ratio.
20.
The Research Process
(6.Collect Data)
• A sample is a group of people who are selected
to participate in a research study.
• Population consists of all the members of an
identifiable group from which a sample is drawn.
21.
The Research Process
(6.Collect Data)
1. Population is the total number of subjects, events, or objects
2. Parameters are population characteristics
3. Sample is a subset of the population
4. Statistics are estimates of population parameters.
5. It is important to know the ability to generalize from a
sample to the population critically depends on the
representativeness of the sample. Individuals in a
population differ from each other, e.g., one population
may have 40% males, and 60% females, while the
other could have a ratio of 70 to 30. A sample is
representative of the population to the extent it
exhibits the same distribution of characteristics as the
population.
22.
The Relationship BetweenPopulation, Parameters,
Samples & Statistics
Population (N= 1000)
Sample
(n=30)
Statistics,
e.g., mean,
variance
Statistics are estimates of
Parameters, e.g., true mean,
& variance of population
23.
The Research Process
(6.Collect Data)
(Sampling Strategies)
1. Probability samples
2. Non-Probability Samples
1) Probability samples:
i. Simple Random Sampling
ii. Systematic Random Sampling
iii. Stratified Sampling
iv. Cluster Sampling
v. Hybrid or “multistage selection” Sampling
24.
The Research Process
(6.Collect Data)
Probability:
When each and every element has an equal chance of being included
in the sample.
• Simple Random: All items in selected population stand an equal
chance of inclusion in the sample; subjects usually chosen by
random numbers.
• Systematic: Random: included according to some regular pattern;
every tenth or so.
• Stratified: include quotas of population. Subgroups (strata),
gender, ethnic distribution, etc. to ensue an adequate sample of
each. Usually population. Parameters are obtained from census.
• Cluster: initially a convenient group is selected but this is then sub-
sampled randomly. Any generalization outside the population
actually sampled should be cautious.
• Hybrid: Initially based on a cluster of potential sampling frames
(several areas, or institutions). One of them is randomly chosen, then
individuals are randomly chosen from within the chosen sampling
frame (institution, e.g.). Generalization outside actually sampled
population is avoided.
25.
The Research Process
(6.Collect Data)
(Sampling Strategies)
2 - Non-probability samples:
i. Purposive sampling
ii. Accidental sampling
iii. Convenience sampling
iv. Call-in surveys
26.
The Research Process
(6.Collect Data)
Types of Data:
• Qualitative data exists in a nonnumeric form
• Quantitative data is numerical.
27.
Techniques of datacollection
• Self reports
• Direct observations
• Archival information (accumulated records):
court records, newspaper (my studies), census,
govt. documents)
Techniques Not Mutually exclusive
28.
7. Analyze thedata and Reevaluate the
theory
Types of statistics
• Descriptive Statistics merely summarize and
describe the behavior or characteristics of a
particular sample of participants in a study.
• Inferential statistics move beyond mere
description to make inferences about the larger
population from which the sample was drawn.
Analysis of data determines the validity of theory
29.
8. Report theResults
Three ways to disseminate knowledge:
• Publishing articles in scientific journals
• Making presentations at professional meetings
• Personally informing other researchers
30.
If research wasnot“written up,”did it really
occur?
• Title
• Authors and their
affiliations
• Abstract
• Introduction
• Method
• Results
• Discussion
• Conclusions
• References
• Tables
• Figures
• Appendices (if any)
• Footnotes (including
Author Note)
31.
Next Lecture #5
• Research designs
• Research Methods: Observation