In order to prepare myself for data analysis I read as much as I could on the topic in a given time. I started with two short texts, just to get a feeling of what data analysis involves. I hoped to get some insight of where I could start with analysing my questionnaire and focus group.
Beginning to analyse: a chapter from: Matthews, B. and Ross, L. (2010) Research methods: a practical guide for the social sciences. Harlow: Longman, Pearson Education. pp.316-319
This was a very short introduction to analysing data process that helped me to relax a bit about this part of my research.
I found our workshop no.3 that was on the subject of analysis very stressful. Not because of how it was run – it was a very informative and rich session with good set of readings assigned to us. It was its timing that worked against me. I was very far from starting analysing data at the time of this session. Actually, I was still reading on my topic and deciding on my research question then.
Finding this chapter was a great way to ease myself into the subject and enabled me to get on with my project.
First of all it says that analysis begins with the moment we start working on our project. When we think of answering our research question we already start planning what methods of data collection and its analysis will suit our project. In my case, I have already decided to use questionnaire and focus group as methods of data gathering. I know my data will be qualitative and I need to look into analysing this kind of data.
Another important take out from this short text is:
“The purpose of data analysis is to describe, discuss, evaluate and explain the content and characteristics of the data that has been collected in your research project.” (p. 317)
It contained a very useful checklist for starting the process of analysis and it has already helped me to think about my project and steps I need to take:
think carefully what you need to do to begin analysis | I need to have the text of questionnaire answers and transcript of the focus group ready first |
return to your research question to make sure that you know what you need to answer | that will be done once I familiarise myself with the data. I will keep in mind my question when deciding on themes/categories |
learn and check the details about technique you are using | I think I will be using thematic analysis and have already started learning about it |
know what you are looking for – check your topic/question again | It comes back to my research topic of improving teaching IL with inclusivity and critical pedagogy in mind |
remember that the purpose of analysis is to reach conclusion | I am most scared of this part of my project. I hope to feel better about it once I have analysed some of the data |
Ningi, A. I. (2022) “Data Presentation in Qualitative Research: The Outcomes of the Pattern of Ideas with the Raw Data ”, International Journal of Qualitative Research, 1(3), pp. 196-200. doi: 10.47540/ijqr.v1i3.448.
This was another very short and helpful piece that I found in time when I most needed it.
The following steps of qualitative data analysis were extremely useful, especially that they were presented in a very simple and accessible way:
Processes | Actions |
Familiarising with the data | Transcription, readings, proofreading, and assigning of ideas |
Generating initial codes | Coding interesting features in a systematic manner across the entire data set, organizing important points relevant to each code |
Searching for themes | Collecting codes into major themes and gathering relevant data into such themes |
Revising the themes | Checking in the themes information that relates to the coded extracts and the entire data set |
Defining the themes | This process defined the specific themes and the overall information by generating clear definitions and suitable names for each theme |
Producing the report | The final segment involves the selection process through the processed data which was conducted by relating the analysis to the research questions and literature. |
The following quote from this article “the data must be represented in various ways as descriptive extracts from interviews, or indeed as illustrations of highly abstract categories derived from the analysis of the data.” (p.199) made me think of using a few methods in presenting my data (time allowing, as I am highly aware of time constricts in this small scale project). I think wordclouds or other visual aids may be helpful to show the themes in my focus group transcript.