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DEDUCTIVE AND INDUCTIVE LOGICAL
THOUGHT
Deductive Phase
HYPOTHESIS:
derived from theory,
tested by specific
observation
GENERAL THEORY
Inductive Phase
SPECIFIC
OBSERVATIONS
GENERALIZATION:
derived from specific
observation, builds
general theory
Classical scientific theory begins in
general theory and uses deduction to frame its research following
the above cycle. Grounded theory backs up specific observations
as the beginning point using induction to create general theory.
In operational theory, the researcher considers the meaning of
a concept to be a set of operations. Therefore, the process of
operationalizing is the core of all research and its subsequent
results in interpreting observations.
RESEARCH METHODS: A systematic
strategy for conducting research
A. Steps in Social Research
- Choose the research topic
- Review existing information on the
problem
- Formulate variables and hypothesis
- Choose research design
experiments
- 5. Operationalize the variables in the hypothesis.
- 6. Develop research questions and
gather data.
- 7. Code and analyze data
- 8. Interpret the results
- 9. Report or publish results
B. Considerations In Choosing Research
Topic
1. Sociological paradigm: a cohesive group
of basic assumptions that frames thinking and research.
- Researcher Values: There are two schools
of thought. Max Weber proposed what he called "value-free"
research. Although there is a concession to the premise that researchers
choose areas of research that involve themselves in someway, Weber
said that their subjective interests should stop there. Researchers
should ideally pursue all subsequent knowledge with an objective
"disinterested" approach.
Alvin Gouldner later countered that this did not describe most
research. He contended the purpose of social research is to evaluate
and explain society with the intent of changing and improving.
Therefore, although researchers need to objectively apply their
skills and analysis, they are by no means required to be "disinterested"
and uninvolved with the political ramifications of the research,
or refrain from giving their informed support.
C. Considerations In Choosing A Research
Design
- Purpose of research: explain, predict,
describe
- Degree of reactivity inherent in the
methodology used.
- Limitations and scope of the study
- How time is treated?
5. Type and source of sample
6. Validity: Does the research instrument
measure precisely what it intends to?
7. Reliability of measurement: Can the
stated concepts be measured consistently with replicable
results?
DEFINITIONS
scientific knowledge: Knowledge based
on empirical evidence (information verified or obtained through
one's senses).
theory: A set of interrelated propositions
explaining the topic being studied.
hypothesis: A testable statement indicating
a relationship between variables.
concept: An abstract construct that connotes
a part of the world, (i.e. family, society).
variables: A concept whose mutually exclusive
values change from case to case.
measurement: The process of determining
the value of a variable in a specific case.
operationalizing: Specifying exactly what
one is to measure in assigning a value to a variable,
(e.g. class may be measured by income, occupational prestige,
education).
population: The members of a group who
are the focus of the research.
sample: A part of a population researchers
select to represent the whole.
qualitative research: Observations that
are not easily reduced to numeric forms, emphasis on inductive
thought and subjective analysis.
quantitative research: Observations that
are analyzed statistically, emphasis on deductive thought.
SAMPLING METHODS
A. Definitions
- units of analysis: What is being studied,
individuals, groups, gangs, families, organizations, social artifacts,
books, films, etc.
- ecological fallacy: Making generalizations
about individuals when the units of analysis are based on larger
groups.
- sample frame: A list of populations
being studied, i.e. a roster.
- parameter: Description of the variable
in the population.
B. Types Of Sampling
1. random: Each element has an equal chance
of being selected independent of any other event in the process.
*NOTE: sampling error
reduced by 2 factors: sample size & homogeneity
2. non-random
SURVEY (see
survey example)
A. Types of Questions:
- open ended which increases accuracy but is more difficult
to code. Also, considerable time & effort is spent by the
respondent.
- closed ended which are discrete categories with no overlapping
in the responses. Both types of survey questions ask about attitudes,
beliefs, behavior, and characteristics of respondents.
B. Format Considerations
- Make it as easy as possible. Reduce hindrances that may lower
response rates. This includes difficult questions. At the start
of the interview have simple descriptive questions. Then gradually
bring in attitudinal questions, phasing the more controversial
in a manner that does not bring emotion into the interview.
- Present the survey form in as professional a manner as possible.
This includes hiring interviewers which are trained and elicit
respect through their appearance an professionalism. Also any
accompanying paperwork or aides should match the content goal
of highest quality.
- Makes sure the directions are clear.
- Include a cover letter introducing the interviewer and stating
the purpose of the study. Be sure to include backing organizations
which the interviewee will recognize.
- Make responding as easy as possible. Keep the answers succinct.
Make sure any multiple choice formats do not overlap. Use simple
wording with direct questions. Avoid double negatives (e.g. Are
you opposed to people who are not in favor of
- Be accurate in any statements that are made-particularly when
quoting percentages.
After the data is gathered it is necessary to enter it into an
database format. This book will use SPSS. An example of what the
data would look like is presented below:
- Example of an SPSS data file
Sex | Race | House Hrs Work/week
| Employed | Hrs Worked per week
| Hrs Study per week | Marital Status
|
1 | 1 | 5 |
0 | | 18 | 1
|
1 | 0 | 1 |
1 | 8 | 31 | 0
|
1 | 0 | 2 |
1 | 10 | 13 | 0
|
0 | 1 | 6 |
1 | 30 | 20 | 1
|
1 | 2 | 3 |
0 | | 12 | 0
|
1 | 0 | 7 |
1 | 30 | 3 | 0
|
1 | 0 | 10 |
0 | | 12 | 0
|
1 | 3 | 8 |
1 | 12 | 10 | 0
|
1 | 1 | 10 |
1 | 20 | 9 | 0
|
0 | 2 | 3 |
1 | 26 | 4 | 0
|
0 | 0 | 3 |
1 | 25 | 21 | 0
|
1 | 3 | 3 |
0 | | 99 | 1
|
0 | 3 | 14 |
1 | 27 | 8 | 1
|
1 | 0 | 2 |
0 | | 40 | 0
|
0 | 2 | 2 |
0 | | 20 | 0
|
1 | 2 | 6 |
1 | 30 | 15 | 0
|
1 | 0 | 1 |
0 | | 5 | 0
|
0 | 0 | 15 |
1 | 42 | 20 | 0
|
0 | 3 | 2 |
1 | 13 | 6 | 1
|
The General Social Services
(GSS)
GSS is part of the National Data Program
for the Social Sciences at the National Opinion Research Center
(NORC), University of Chicago. This survey attempts to poll American
opinion through the use of standardized questionnaires conducted
every year in February, March or April from 1972 to the present
(except 1979 and 1981). In the original survey design, a modified
probability with a quota element at the block level was utilized.
Then in 1977, 78, 80, and 82 till present a full probability sample
design was implemented. In 1983 and then again in 1993 a spit
sample transition design was used to determine the effects of
design changes with 1983 representing the 1970 to 1980 change
and 1993 for 1980 to 1990. In 1983 and 1993, the variable Sample
was added to indicate which split each represents. The survey
takes about an hour and a half to complete and is done by professional
interviewers. For further information, see the General
Social Survey Cumulative Cookbook - Chicago: National Opinion
Research Center; 1993.
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