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PhD Candidate at Griffith University, mummy, wife, teacher, social media enthusiast, avid reader
Showing posts with label research approach. Show all posts
Showing posts with label research approach. Show all posts

Monday, 28 July 2014

Using Facebook as a data collection tool

The number one rule of effective pedagogy (in my humble opinion) is learning your students: knowing what they are focused on; what interests them; and how those interests can be linked to curriculum planning.  In 1984, Astin had an idea for gathering information on student focus:

“Perhaps the first task in working with such students is to understand the principal objects on which their energies are focused. It might be helpful, for example, to ask the student to keep a detailed diary, showing the time spent in various activities such as studying, sleeping, socializing, daydreaming, working, and commuting” (pp. 526-527).
Wouldn’t it be great if there was some sort of software program that young people recorded in intimate detail their studying, sleeping, socializing, daydreaming, working, and commuting?
Oh wait…there is! And I used it to understand what school leavers were focused on throughout their first year of university.
The decision to use Facebook as the only means of data gathering was reflexive.
In 2011, I was navigating the trials and tribulations of parenthood for the first time. Life became very complicated. I decided that my PhD needed to fit in with my life, because family comes first. Facebook allowed me to collect data from home at any point I had free from the demands of a newborn.
Secondly, as a PhD student and a fringe dweller to the academic world and without direct access to a class of first year students, gaining face-to-face access to a group of students was problematic. It is important to create a safe space in which to conduct an interview, especially on a voluntary basis outside the classroom structure. First year students are often anxious and overwhelmed at the beginning of their transition to university; therefore, a student volunteering for a research project during the official orientation week activities was highly unlikely. Using Facebook as a means of collecting data circumnavigated this concern because Facebook is comfortable and familiar to the general late-teen.
Thirdly, the principal purpose of Facebook is to record personal activities using the status update function. The status update is like a short, written online diary and is organised on Facebook as part of a personal timeline. Facebook is essentially a public, interactive, and instant personal diary. Using Facebook as a data collection tool gave me access to 31 public-personal diaries.
Fourthly, the decision to use Facebook was grounded in the literature – some people have had a go at it (see for example Selwyn 2009) and others have indicated the value of Facebook to university students (see for example Stephenson-Abetz and Holman 2012 and Gray, Vitak, Easton, and Ellison 2013). There is a large body of research into the social implications of SNSs and the experiences of the university students but none of the above literature considers the student experiences that they describe on Facebook. My research project aimed to fill that gap.
So how did I collect the data?
I began by initiating a networked connection with 17-19 year old first year university students through a Facebook profile created specifically for the study. The participants made available their status updates that related to their time at university, which I archived.
The participants were school leavers who were entering their first year of university in 2011and who have an active Facebook account. The 31 participants all attended one of three multi-campus universities in Southeast Queensland, Australia, and were enrolled in a diversity of courses including education, creative industries, marketing, and engineering. This study initially recruited thirty-one (31) first year students. Twelve of the students were identified as being first year students by using the school identification feature on Facebook. They were also identified as being 17-19 years old from their nominated age on Facebook. The twelve participants were subsequently approached and recruited via Facebook’s Friend request tool –Students were sent a request to add the researcher as a Friend to allow access to their general posts. Eighteen participants were recruited through emails to first year university students via their first year liaison supervisors, or through secondary school alumni contacts. These emails also asked participants to help recruit further participants. 
A Facebook profile named FYHE Profile (the name has been changed to protect the privacy of the participants) was created to be my online presence for the duration of the study. The FYHE Profile enabled recruitment and interaction with the participants through either the status update or the direct messaging tool. These tools allowed for either public (status update) or private (direct messaging) communication. On the profile, informed consent materials were recorded, directing each participant to read the information. Consent was granted when participants agreed to participate by “friending” the FYHE Profile. By agreeing to connect with the FYHE Profile, each participant became part of the researcher’s Facebook network. The profile had a newsfeed that showed the public status updates and other Facebook activities in which the FYHE Profile network was engaged. It was via this newsfeed that I collected status updates.
Status-data was collected through manual data crawling. I was able to collect conversations about university experiences 24 hours, seven days per week. Both status updates and any further commentary the participants made within the status-thread was collected. While, commentary was not collected from the participants’ Facebook network, enough information was extracted to enhance the participants’ meaning. Data collection also only occurred during specific phases during the university year. The times are based on those nominated by the first year student participants in Penn-Edwards’ and Donnison’s (2011) study: in the first weeks of orientation, after the first assignment is returned, end of the first semester and end of the first year.
Facebook status updates provided insight into the informal learning world of the participants in this study who were recording experiences of their first year at university. These experiences included post and ad-hoc descriptions of learning experiences, the exchange of information, moral support, and descriptions of their level of academic engagement.
Facebook as a data collection tool was valuable for conducting a longitudinal study. I was able to keep in touch with the same participants during all four critical times. Only one participant withdrew from the study and that was because she cancelled her Facebook account, not because she was opposed to continuing the study.
The use of Facebook to track the experiences of first year students has great potential for future research, especially for longitudinal studies that follow a large number of students for an entire degree. The use of software, such as Leximancer, is worth investigating as it could handle a much larger amount of data (Penn-Edwards, 2010).
A limitation is in the changeable nature of social media. Facebook is valuable for collecting qualitative data because the networked users must be mutually connected. Mini-blog and video-blog social media platforms such as Twitter and YouTube are gaining popularity and also contain descriptions of experiences of first year. These applications, unlike Facebook profiles, are publically available. A mixed methods approach might consider these applications for access to a larger data set; however, the ethics of what it means to collect online publically available experiential data is far from clear (Henderson, Johnson, and Auld, 2013; James, N. & Busher, 2007).
This study referred to in this paper (reference removed for the integrity of the blind review process), has shown the important role SNSs play in the learning experiences of first year university students. By limiting data collection to those status updates only associated with the university experience, it became evident that a type of learning community exists online.
The use of Facebook as a data gathering tool is an emerging field in educational research. To date, the majority of research has been limited to how students use Facebook, its use for social integration, and its relevance in a twenty-first century curriculum. My research indicates that Facebook status data is a worthwhile source of experiential descriptions. Selwyn (2012) suggests that there is a gap in the study of SNSs which do not try to manipulate and control the use of social media in education, but rather uses the medium authentically. This research, as well as that of Selwyn (2009), Baker (2013) and Jenkins et al. (2012), is part of the expansion of this field – a field that is bound to continue expanding over the coming decades.




Saturday, 27 July 2013

Outlining a methodology and #tweetingmythesis

Where I road test outlining a chapter before writing the paragraphs. The following is a little bit auto-ethnographic and a little bit meta-cognitive.

  1. On 3 July, I began writing the first draft of my thesis. My aim is to complete the draft by Christmas. This gives me a very tight schedule so I need to micro manage my time. To see how I use my time, I decided to embrace my addiction to Twitter rather than turn off my smart phone. My writing first day, I used the hash tag #tweetingmythesis to see how I used my time. Since then I have embraced the hash tag and have decided to road test some other academic writing techniques #acwri, as requested in the comments of my previous post. 
  2. Outlining is an age old approach to beginning writing. I have been teaching the technique for many years in my job as a Modern History teacher.  
  3. #Tweetingmythesis again today. Trying some outlining to get started on my methodology section #phdchat #acwri #groundwork
  4. I Googled around for some methodology outlining techniques. I watched some YouTube lectures and read some blogs. Nothing was really making sense. I decided to reach back into my long gone English teaching career and try deconstructing a methodology from a thesis that used my research approach, phenomenography.
  5. Found a thesis that used phenomenography. Deconstructing the chapter to write my outline #phdchat #acwri #Tweetingmythesis
  6. On my first reading, I wrote down paragraph by paragraph the content I thought the methodology chapter was trying to communicate. I didn't worry that my method was different. I just wanted to develop a basic outline.
  7. Finished deconstructing the chapter. Thesis does not use same method. Reread and take notes #Tweetingmythesis #phdchat#acwri
  8. On the second reading, I recorded the literature referenced in the model thesis. The process of connecting my outline back to the model to extract the references, highlighted how lazy I had been in the initial deconstruction.  
  9. Found that my first reading and deconstruction of the methodology chapter was lazy. Reread means tidying up #Tweetingmythesis
  10. As I was tidying up my first attempt at a methodology outline, I began to make connection to my own study. I created a table. I work better with tables.
  11. Have constructed a table now in reread of my outline. Column 1: outline, column 2: notes, column 3: lit #tweetingmythesis #acwri#phdchat
  12. Just added another column. Separation of sections eg. Intro, justification of meth-ogy etc #tweetingmythesis #acwri #phdchat#nowinlandscape
  13. Day two, the "How to write a methodology" jigsaw began to fall into place. I began to see the model I was reading had an argument. realise the methodology is not just a description but also a justification and these two aspects need to be linked. There are some things I KNOW in my head from all the textbooks but until I saw it in practice I did not UNDERSTAND. I think this is the most important reason to read several theses before and while you are writing your own.
  14. Beginning to click. Outlining my methodology. Reading a thesis#tweetingmythesis #acwri #phdchat
  15. In the end, I read the model methodology chapter four times with four different intentions: first, to acquire an overview; second, to connect the literature; third, to connect to my study; and fourth, to observe how the justification developed. Of course, the whole process was symbiotic but the above four readings show how my understanding of a methodology deepened with each reading. Very phenomenographic!
  16. Outline of methodology chapter written. Phew #bigtask. 3 readings of a thesis. Each read adding depth #tweetingmythesis#timeforparagraphs
  17. Before writing my paragraphs there were a few more tasks. I compared my library to that I extracted from the model methodology. I created a new, better organised EndNote library so I can cite while I write.
  18. I mentioned earlier that I like working in tables. I have taken this to the extreme and added a merged row beneath each point on my outline. 
  19. Inserting rows to my outline table. Writing a paragraph after each point. Easier to insert piecemeal as I read #tweetingmythesis#phdchat
  20. I know my outline won't exactly match that in the model but there are many elements which are comparable -- the methodologies match for one. Now, as I revisit the literature, I know basically what needs to be covered, how brief is acceptable and an idea of where in the chapter something could be located. 
  21. The ideas! Need to develop a system for keeping the discussion out of the methodology #tweetingmythesis #phdchat #acwri
  22. This week was a good one for road testing the outlining process because I didn't have two whole days I could dedicate to writing prose. I could dip in and out of my PhD. Each time I returned to my thesis I had to reread what I had completed previously. I think, while frustrating, this can be valuable, especially when trying to get to the real depth of meaning behind the model being deconstructed.
  23. The deafening silence from #tweetingmythesis is because I was teaching. Be back tomorrow.
  24. The next step in working towards my Christmas deadline is to revisit the methodological literature, read two or three more models and draft the methodology chapter. 
  25. @nomynjb “@OfficialSanta: ONLY 151 SLEEPS TO CHRISTMAS#ChristmasCountdown ” Our gifts are delivered by the Christkind. ;/
  26. If you would like me to road test another #acwri process. Please tweet or comment me. I like experimenting with techniques and processes.