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John Davis, Ph.D. |
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Establish facts . . . to find whether hypotheses are true or not by eliminating alternative hypotheses |
Understand the meaning of phenomena . . . to construct and vindicate descriptions of the world that are deeper, richer, and more useful |
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positivism |
phenomenology |
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Science is value-free. Models come from synthesis of raw empirical data into theories. Adherence to the scientific method guarantees that results will be context-free and universally applicable. |
Paradigms, values, and models guide: Scientific research is always influenced by its context. There are no purely "raw" data. |
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Usually large number of "subjects." Researcher stays distant from subjects to not introduce bias. Contact may even be automated. |
Usually small number of "informants." Researcher likely to be involved with informants in a relationship based on trust and empathy. |
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Quantitative Qualitative data may be used to generate hypotheses which are then tested in an experiment |
Quantitative and/or qualitative Quantitative data may generate questions to be explored qualitatively or vice versa |
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Experiments |
Qualitative methods such as |
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Research Methods |
Experimental method is ideal. Other methods are seen as more-or-less deficient approximations of true experiments. They are used only if an experiment is not possible. Method is selected before data collection and not modified. |
There is no "recipe" or research that, if followed, will guarntee truth. Each method has value depending on the question. A combination of methods is desirable. Method and research questions are integrated and evolve together. Both methods and questions may change during the course of the research. |
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and Context |
Control is central Goal of an experiment is to eliminate chance, individual differences, and other sources of error by holding all extraneous variables constant (i.e., controlling them). This provides evidence that the Independent Variable is the cause of the variations in the Dependent Variable. Replication is crucial. |
Context is central Focus is on the gestalt of a phenomenon, not isolated variables. Since all research is context-bound, replication and control are illusions. Individual differences, uniqueness, and novelty are crucial parts of human experience and are to be valued in research. |
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Five dimensions of rigor can be recognized. Both approaches include all five, but in different ways. (See Lincoln & Guba, 1985) |
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Clarity |
operational definitions |
conceptual analysis |
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Truth-value |
internal validity |
credibility |
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Applicability |
external validity |
fittingness |
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Consistency |
reliability |
auditability |
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Neutrality |
objectivity |
confirmability |
For more detailed discussion of some of these issues, go to Personal Comments On Human Science Research and to An Integrated Approach to Scientific Research Methods.