Showing posts with label limitations. Show all posts
Showing posts with label limitations. Show all posts

Wednesday, 4 December 2013

Reflections on Theme 4: Quantitative Research

This week’s theme was quantitative research. It involved reading the paper Physical activity, stress, andself-reported upper respiratory tract infection (Fondell et al., 2010), selecting a paper where quantitative methodologies were used in a good way, discussing and critically reflecting on quantitative methodologies, their benefits and limitations.


I believe that the seminar exercise, where we had to develop a model and show the relationship between the researched phenomena, was helpful in my understanding that in quantitative papers, researchers usually look for patterns and relationships between phenomena. 

The benefit of quantitative methodologies is that researchers are able to collect statistical data and thus test and prove their hypotheses. If data do not prove the hypothesis, then researchers might be led to interesting insights. The limitations of quantitative methodologies concern the reliability and validity of the data and the results and thus the conclusions of the studies. Another limitation could be the inability to generalize results. Further research is usually necessary. 

Similarly, qualitative methodologies have both benefits and limitations. Researchers might argue for the use of either qualitative or quantitative methods, but after the readings and the discussions of this week I realized that all methodologies have their limitations. Taken this into account, the researchers evaluate the methodologies and chose the one that they think is appropriate for the specific topic. During the week I was wondering if a combination of quantitative and qualitative methodologies would be provide richer results and better insights.

Having worked with online questionnaires enabled me to understand how demanding a procedure it is to design a questionnaire, formulate the right questions, send it out to a representative sample, getting a good response rate, using the right tools to understand, analyze and interpret the results. Based on my previous work experience and on discussions about quantitative methodologies during this week, I came to the following conclusions:

An important factor of statistical and online surveys is the design of questionnaires and how questions are formulated. During the lecture we discussed that questions should be carefully structured and that the questionnaires should be tested in order to avoid misunderstandings and mistakes that could affect the data and the results.

During this week, I confirmed my prior thoughts that it is difficult to generalize results of a survey. At the seminar we discussed the problem of generalizing results because the number of participants was considered to be small and because studies were conducted in specific contexts. Finding a representative sample is a demanding procedure. And in most of the selected papers, we concluded that further research is needed and/or that the study should be replicated in different communities.

Simon discusses in his blog post, and I agree with him, that interpreting the results involves statistical knowledge. Interpreting statistical data and explaining results in the right way is certainly not an easy procedure. It demands specific knowledge and use of specific programs. I think that weighing data is an important factor of reliability and validity of results. 

During the seminar, we also discussed the importance of researchers thoroughly explaining their methodologies. Not only is it important for the peer review process, but this way readers can also critically reflect on the study and its results. Plus, future research can use the same methodologies in different environments and test the hypotheses in different contexts. This might lead to the generalization of results.

To conclude, I believe that all methodologies have benefits, as well as limitations. I don't think that there is one right methodology. I would rather say that choosing the right methodology depends on the focus of the researched subject. 



REFERENCES

Fondell, E., Lagerros, Y. T., Sundberg, C. J., Lekander, M., Bälter, O., Rothman, K., & Bälter, K. (2010). Physical activity, stress, and self-reported upper respiratory tract infection. Med Sci Sports Exerc, 43(2), 272-279.

Kim, J. and Haridakis, P. M. (2009), The Role of Internet User Characteristics and Motives in Explaining Three Dimensions of Internet Addiction. Journal of Computer-Mediated Communication, 14: 988–1015. doi: 10.1111/j.1083-6101.2009.01478.x