In: Statistics and Probability
Respond to the following:
Sol:
I have tabulated differences between the 2 types of researches here:
Qualitative Research | Quantitative Research |
Qualitative research is the research where researcher relies on the views of the participants | Quantitative research is the research where researcher decides what to do and what not to |
It is conducted to explore the situation and find out any new concepts, theories or phenomena | It is conducted to explain or prove the theories |
Common research objective is to explore and gain understanding of the problems or reasons | Common research objective is to describe, explain and quantify the problem |
Research questions include ‘How’ and ‘Why’ | Research questions include ‘What’ and ‘When’ |
Scientific method of research is Exploratory
i.e. bottom-up, where new hypothesis or theories are generated from the collected data |
Scientific method of research is Confirmatory
i.e. top-down, where the researcher will test hypothesis from the collected data |
It follows Inductive reasoning method (looking for emergence of
any theory)
i.e. Starts from Observation, then we find out the Pattern, make the Tentative hypothesis and finally form the Theory |
It follows Deductive reasoning method (fitting data in
theories)
i.e. Starts from the Theory, from which we form Hypothesis, make the Observation and finally confirm our Hypothesis |
Data collected are more in words and images | Data collected are more in numbers and statistics |
Data collection methods are mainly In-depth Interviews (IDI), Focus Group Discussion (FGD), observation and document reviews | Data collection methods are mainly structured interviews, surveys, statistical records |
There are multiple ways of reaching from point A (start) to point B (end) | There are specific/certain ways of reaching from point A (start) to point B (end) |
Sampling is mostly ‘non-random sampling’ | Sampling is mostly ‘random sampling’ |
It gives more information of limited cases | It gives limited information of more cases |
It is considered to have wide angle range | It is considered to have narrow angle lens |
It can have methodological innovations | It cannot have methodological innovations |
Study of the whole subject is done | Only specific variables are studied here |
Data collection is less structured | Data collection is more structured |
Sample size is not an important issue | Sample size is an important issue |
The Inquiry is process oriented | Inquiry is result oriented |
No statistical tests required | Statistical tests are necessary to prove the hypothesis |
Hypothesis is generated here | Hypothesis is tested here |
Findings are less generalizable | Findings are more generalizable |
Results are very descriptive | Results are quite specific |
Report of qualitative researches are narrative including direct quotation of the participants | Report of quantitative researches are more statistical showing the relationship between the variables |
Challenges in analyzing data:
· Small sample size · Large volume of data · Researchers bias · Creative process |
Challenges in analyzing data:
· Good statistical analysis required · More sample size required to generalize or the analysis will be of less importance |
Answer for A toothpaste company wants to find out what the demand for a tooth whitening gel is among male customers between the ages of 30–40 years. What research design would be appropriate for the company to use?
All evidence that the research is more "structured" and that the sample group of study is more defined Points out the fact that the research design is Quantative Research