In logic, we often refer to the two broad methods of reasoning as the deductive
and inductive approaches.
Deductive reasoning works from the more
general to the more specific. Sometimes this is informally called a "top-down"
approach. We might begin with thinking up a theory about our topic of interest. We
then narrow that down into more specific hypotheses that we can test. We narrow
down even further when we collect observations to address the hypotheses. This
ultimately leads us to be able to test the hypotheses with specific data -- a confirmation
(or not) of our original theories.
Inductive reasoning works the other way,
moving from specific observations to broader generalizations and theories. Informally, we
sometimes call this a "bottom up" approach (please note that it's "bottom
up" and not "bottoms up" which is the kind of thing the
bartender says to customers when he's trying to close for the night!). In inductive
reasoning, we begin with specific observations and measures, begin to detect patterns and
regularities, formulate some tentative hypotheses that we can explore, and finally end up
developing some general conclusions or theories.
These two methods of reasoning have a very different "feel" to them when
you're conducting research. Inductive reasoning, by its very nature, is more open-ended
and exploratory, especially at the beginning. Deductive reasoning is more narrow in nature
and is concerned with testing or confirming hypotheses. Even though a particular study may
look like it's purely deductive (e.g., an experiment designed to test the hypothesized
effects of some treatment on some outcome), most social research involves both inductive
and deductive reasoning processes at some time in the project. In fact, it doesn't take a
rocket scientist to see that we could assemble the two graphs above into a single circular
one that continually cycles from theories down to observations and back up again to
theories. Even in the most constrained experiment, the researchers may observe patterns in
the data that lead them to develop new theories.
Ref: http://www.blogger.com/blogger.g?blogID=584394146619480858#editor/target=post;postID=5335110696162803096
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