Research Design
There are two major types of research design:
qualitative research and quantitative research. Researchers choose qualitative
or quantitative methods according to the nature of the research topic they want
to investigate and the research questions they aim to answer.
Qualitative research
This research design is used
if one wishes to understand the human behavior and the reasons that govern such
behavior. Asking a broad question and collecting data in the form of words,
images, video etc that is analyzed in order to search for themes. This type of
research aims to investigate a question without attempting to quantifiably
measure variables or look to potential relationships between variables. It is
viewed as more restrictive in testing hypotheses because it can be expensive
and time consuming, and typically limited to a single set of research subjects.
Qualitative research is often used as a method of exploratory research as a
basis for later quantitative research hypotheses.
This design is for systematic
empirical investigation of quantitative properties and phenomena and their
relationships. A set of questionnaires are used to question and collect
numerical data and the same is analyzed by utilizing statistical methods.
The quantitative research designs are experimental, correlational, and survey
(or descriptive). Statistics derived from quantitative research can be
used to establish the existence of associative or causal relationships between
variables.
The Quantitative data collection methods rely on
random sampling and structured data collection instruments that fit diverse
experiences into predetermined response categories. These methods
produce results that are easy to summarize, compare, and generalize.
Quantitative research is concerned with testing hypotheses derived from theory
and/or being able to estimate the size of a phenomenon of interest. Depending
on the research question, participants may be randomly assigned to different
treatments (this is the only way that a quantitative study can be considered a
true experiment). If this is not feasible, the researcher may collect data on
participant and situational characteristics in order to statistically control
for their influence on the dependent, or outcome, variable. If the intent is to
generalize from the research participants to a larger population, the
researcher will employ probability sampling to select participants.
In either qualitative or quantitative research,
the researcher(s) may collect primary or secondary data. Primary data is data
collected specifically for the research, such as through interviews or
questionnaires. Secondary data is data that already exists, such as census data,
which can be re-used for the research. It is good ethical research practice to
use secondary data wherever possible.
Mixed-method research, i.e.
research that includes qualitative and quantitative elements, using both
primary and secondary data, is becoming more common.
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