Qualitative analysis techniques provided the framework to explore the dialogue and exchanges embodied in the list postings. Analysis by category at the level of the individual postings revealed that the major issue/subject of discussion was clearly people looking for products and course information (24.5% of all postings). Not surprisingly the next highest category is information about products and courses (14.6%). Clearly a major function of the listserv is exchange of information. Two other categories that rated a significant percentage of responses were questions/comments about Distance Education (12.8%) and software (14.4%). These postings involved subscribers probing for specific information in particular subject areas.
A preliminary study of only the 1998 data using the Australian developed qualitative analysis software package NUD.IST, provided a more fine grained analysis involving the development of a 'tree structure' and the ability to generate matrix intersection searches. While detailed computer coding is initially more time consuming than the generation of a simple categorical listing, the former does provide a powerful search and retrieval facility that cannot be matched by simpler analysis tools.
Keywords: professional development, Web-based courseware development, WWWdev listserv, qualitative analysis techniques
The listserv was started as a result of a dialog on a national teleconference sponsored by the Canadian Association for Distance Education (CADE). During the teleconfernece Rik Hall asked if anyone else was involved in the development of Web-based courses and was there a source of information for those developers. When the latter question was not answered, Rik Hall offered to start such a forum. That weeked the listserv was started, and by Monday morning more than two hundred people had joined the WWWDEV listserv.
Since the list was created it has continued to grow each year. At the end of 1995 there were about seven hundred members, at the end of 1996 a thousand, at the end of 1997 1200, by mid 1998 1400. These subscriptions now come from over 25 countries and the membership remains around 1400 people.
The data from all years was subject to a coarse grained analysis using the basic principles of categorizational analysis outlined by Tesch (1990). This approach involved using a stepwise process that proceeds from an overview of the data to identifying topics and finally recognising categories.
The final categories were determined from the actual data. A sample of the data identified initial topics. Topics that recurred in more data were elevated to the status of categories. This is a standard qualitative research technique.
While the traditional approach of categorization provides a basic level of data reduction it allows little scope for reworking or more detailed analysis. It is the 'grounded theory' approach of Glasser and Strauss (1967), combined with the rapid processing capability of today's desktop computers, that provides the opportunity for detailed analysis. By adopting a grounded theory approach, researchers try to ensure their understanding emerges from the data rather than being a product of imposing a pre-defined structure on the analysis.
Consistent with qualitative research, data is analysed inductively through categorization and comparison and the search for relationships within the data. The analysis process is systematic and comprehensive, but not rigid, and usually entails three concurrent flows of activity: data reduction, data display and conclusion drawing and verification (Miles and Huberman, 1994).
The Australian developed software package NUD.IST 3.0 (Non numerical Unstructured Data Indexing Searching and Theory-building) developed by Qualitative Solutions Research Pty Ltd (http://www.qsr.com.au) provides a powerful tool for what Tesch (1990) has described as the "de-contextualisation" and "re-contextualiation" of data. This she believes leads to theory building by allowing "the search for co-occurring or overlapping coding within the data... plus the corresponding search for counter evidence".
| Year | 1995 | 1996 | 1997 | 1998 (to 26/8) | Since inception | |||||
| Category | no. | % | no. | % | no. | % | no | % | no. | % |
| 1.Distance Ed
Questions/comments |
153 | 14.2 | 195 | 13.8 | 206 | 12.3 | 117 | 11.0 | 671 | 12.8 |
| 2. General Computer
Questions/Comments |
60 | 5.6 | 31 | 2.2 | 48 | 2.9 | 6.5 | 6.1 | 204 | 3.9 |
| 3. Hardware
Questions/Comments |
9 | 0.8 | 3 | 0.2 | 15 | 0.9 | 12 | 1.1 | 39 | 0.7 |
| 4. HTML
Questions/Comments |
211 | 19.6 | 99 | 7.0 | 6.3 | 3.8 | 47 | 4.4 | 420 | 8.0 |
| 5. Listserv
Questions/Comments |
109 | 10.1 | 74 | 5.3 | 112 | 6.7 | 4.6 | 4.3 | 341 | 6.5 |
| 6. Looking for
Products/Info/courses etc |
119 | 11.0 | 318 | 22.6 | 428 | 25.6 | 414 | 38.8 | 1279 | 24.5 |
| 7. Off Topic | 43 | 4.0 | 66 | 4.7 | 6.4 | 3.8 | 2.3 | 2.2 | 196 | 3.7 |
| 8. Products/Info/Courses
Available |
127 | 11.8 | 211 | 15 | 300 | 17.9 | 125 | 11.7 | 763 | 14.6 |
| 9. Software
Questions/Comments |
122 | 11.3 | 239 | 17.0 | 270 | 16.1 | 120 | 11.3 | 751 | 14.4 |
| 10. Web Design
Questions/Comments |
92 | 8.5 | 55 | 3.9 | 101 | 6 | 74 | 6.9 | 322 | 6.2 |
| 11. Web Development
Questions/Comments |
27 | 2.5 | 91 | 6.5 | 6.3 | 3.8 | 21 | 2 | 202 | 3.9 |
| 12. Web Maintenance
Questions/Comments |
6 | 0.6 | 27 | 1.9 | 5 | 0.3 | 2 | 0.2 | 40 | 0.8 |
| Totals | 1078 | 100.0 | 1409 | 100 | 1675 | 100 | 1066 | 100 | 5228 | 100 |
Figure 1 Number of postings to the 12 identified categories by year and total postings since list inception.
The categories and pattern of postings reveal something of the history of the Web and its development. In 1995 the category attracting most interest was HTML (19.6%) which is not surprising since at that time most developers were hand coding their tags! The next most active category is questions /comments about Distance Education (14.2%) which suggests that the pedagogical issues involved in online delivery is a key concern of developers. Indeed this category has remained above 10% in every year and averages 12.8% overall.
The category which has experienced the most growth over the years (11%, 22.6%, 25.6%, 38%) and which accounts for the single biggest overall percentage (24.5%) is the 'Looking for Products/Info/Courses'. Clearly most subscribers use the listserv to request information. This category combined with 'Product/Courses/Info Available' (14.6%) indicates that some 40% of listserv traffic is directly about the exchange of information.
A more detailed analysis of the 'Looking for Products/Info/Courses
category' is provided in Figure 2 where some 9 topics (sub-categories)
are identified. It is worth noting that topics like 'design advice' and
'publishing information' have received a steady increase in postings each
year.
| Year | 1995 | 1996 | 1997 | 1998 (half year) | Since Inception | |||||
| Topic | no. | % | no. | % | no. | % | no. | % | no. | % |
| 1. Courses/Conferences | 11 | 9.2 | 35 | 11 | 46 | 10.7 | 34 | 8.2 | 126 | 9.9 |
| 2. Design Advice | 0 | 0 | 3 | 0.9 | 27 | 6.3 | 46 | 11.1 | 76 | 5.9 |
| 3. Help with survey | 4 | 3.4 | 13 | 4.1 | 10 | 2.3 | 14 | 3.4 | 41 | 3.2 |
| 4. Methods/shortcuts | 17 | 14.3 | 31 | 9.7 | 70 | 16.4 | 28 | 6.8 | 146 | 11.4 |
| 5. Other | 33 | 27.7 | 62 | 19.5 | 62 | 14.5 | 97 | 23.4 | 254 | 19.9 |
| 6. Product/Software | 28 | 23.5 | 55 | 17.3 | 99 | 23.1 | 69 | 16.7 | 251 | 19.6 |
| 7.Published Information | 0 | 0 | 54 | 16.7 | 33 | 7.7 | 68 | 16.4 | 155 | 12.1 |
| 8. Service | 4 | 3.4 | 0 | 0 | 10 | 2.3 | 6 | 1.4 | 20 | 1.6 |
| 9. Web address | 22 | 18.5 | 65 | 20.5 | 71 | 16.6 | 52 | 12.6 | 210 | 16.4 |
| Total | 119 | 100 | 318 | 100 | 428 | 100 | 414 | 100 | 1279 | 100 |
Figure 2 Postings to 'Looking for products/Info/Courses' category based on topic (sub-category) and year.
Postings to the 'software' category based on seven topics (sub-categories) reveal that issues concerning general Web software are dominant in every year.
Figure 3 Postings to the software category based upon 7 topics (sub-categories) and year.
As the process progresses the search and retrieve facilities of NUD.IST facilitate faster coding of data, for instance, to code all data related to Java, a simple search facility retrieves all text units containing the term then a "spread" function allows the researcher to re-contextualise these statements. The indexing system used by NUD.IST also allows for a more advanced interrogation of the data, allowing more complex responses to questions than would be possible through a purely categorizational summary.
For example, the following types of questions could be asked:
Figure 4 Screen grab of coding screen showing a number of windows: Node Explorer Window at top left, Document Explorer Window at bottom left and Document Browser Window on the right with coding toolbar in the top right hand corner.
Figure 5 Shows an export table generated from a previously run index search; this particular search shows the amount of text (lines) coded by gender and country of origin.
Figure 6 Choosing the 'Make Report' option in the Node Explorer Window and selecting a node, in this case (3,3) will show all comments made about management systems.
Figure 7 shows how a matrix intersect search on time period
and languages could be used to show when a subject was topical. Of course
this would only be meaningful if data covered an extended time period.
Figure 8 shows search results of an intersect search for node (3 5) chat and (18 2) student involvement showing the discussion about chat software playing a part in encouraging student involvement.
Glasser, B. and Strauss, A. (1967) The Discovery of Grounded Theory, Chicago, Adeline.
Miles, M.B. and Hubeerman, A.M.(1994) Qualitative Data Analysis: an Expanded Sourcebook, 2nd ed, Thousand Oaks, Sage.
Qualitiative Solutions and Research (1997) Q.S.R. NUD.IST User Guide, 2nd Edt, Melbourne, Qualitative Solutions Research Pty Ltd
Tesch, R.(1990) Qualitative Research: Analysis Types and Software Tools, New York, Falmer.
Rik Hall
Progam Director, Distance Education and Off-Campus Services
University of New Brunswick
http://www.unb.ca
hall@unb.ca
Allan Ellis
Senior Lecturer, Director of Postgraduate Studies and
Research
Southern Cross University
http://www.scu.edu.au
aellis@scu.edu.au
© 1998. The authors, Rik Hall and Allan Ellis, assign
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