Showing posts with label creative production. Show all posts
Showing posts with label creative production. Show all posts

Thursday, 14 April 2022

Behind 'Design principles for developing critique and academic argument in a blended-learning data visualization course'

Written for visual design educators and social semiotic researchers interested in students' use of data visualisations for argument.


Professor Arlene Archer and my chapter, 'Design principles for developing critique and academic argument in a blended-learning data visualization course', is to be published in 'Learning Design Voices'. Edited by Professor Laura Czerniewicz, Tasneem Jaffer and Shanali Govender. the book is produced by the University of Cape Town's (UCT) Centre for Innovation in Learning and Teaching (CILT). Its compilation aims to catalyse a discussion of key themes shaping practice in online learning design. Our contribution falls under the book's 'Learning materials, activities and processes' section. The book's other two tackle 'Learning Design as field, praxis and identity' and 'Humanising Learning Design'.


Our new chapter is a sequel to 'Exploring academic argument in information graphics' (2020), in which we proposed the framework for argument in data visualizations shown in Table 1. This social semiotic framework provides a holistic view that is useful for providing feedback and recognising students’ work as realised through the ideational, interpersonal, and textual meta-functions. For example, in addition to the verbal (written) mode that they are usually assessed on in Higher Education, students' digital poster designs must also consider composition, size, shape and colour choices.


Table 1. Framework for analysing and producing argument in data visualisation.
Designed by Arlene Archer and Travis Noakes, 2021.

Framework for analysing and producing argument in data visualisation

When the course was first introduced, many students' were able to produce attractive posters, but there seemed scope to support them in developing better arguments by revising the course's contents. Our follow-up piece describes how using this framework proved helpful for changing a second-year journalism, blended-learning course and helping students' argument-development:

In five-weeks, the lecturer had to teach novices- data infographics, graphic design and Excel software, visual design aesthetics and multimodal argumentation via data visualization designs. Many changes were considered for improving the posters’ argument and the lecturer changed the 2018 syllabus structure by adding two new sections (for ‘Multimodal argument’ and ‘Creative ideas for infographic design’, see Table 2).

Table 2. Lesson topic changes from 2017 to 2018's course

Lesson topic changes from 2017 to 2018's course

A midway assessment was also introduced in which students’ infographic arguments were tested as works-in-progress. Reviewers’ feedback presented those who went for the wrong goalposts with opportunities for changing their direction by the final assessment. The new sections and mid-way assessment proved helpful for supporting 2018's students on aggregate with developing better arguments via infographic posters. The initial course was arguably weighted too much on using new tools for aesthetic design. By contrast, the new iteration was weighted towards teaching opaque discursive conventions and how to make a coherent, strong infographic poster argument using different modes that travel well as they traverse different formats. 

To illustrate the benefits of this shift, our article focuses on two students, whose work differed from those of the 2017’s class in presenting meta-level critiques. As a result of some of the curriculum interventions, students began to engage with normative attitudes and societal discourses that shaped the information they shared. They began to flag how the graphs they shared might represent a numeric simplification of a qualitatively complex situation, and to point to the ways in which the categories for comparison may be blurred.

Before presenting two in-depth student cases, we described how several principles for learning design informed our analysis of student work using this framework:

1) Delimiting the scope of the task
2) Encouraging the use of readily accessible design tools
3) Considering gains and losses in digital translations
4) Implementing a process approach for developing argument and encouraging reflection
5) Developing meta-languages of critique and argument
6) Acknowledging different audiences and the risks of sharing work as novices


"Tumi" and "Mark" followed different approaches to metalevel critique in their data visualization project's. Tumi’s presentation (see Figures 1 and 2) critiqued the usefulness of Youth Explorer for exploring education in a peripheral township community versus a suburban ‘core community’. In contrasting the Langa township ward's educational attendance data versus the leafy suburb of Pinelands, she flagged why the results may be skewed unfavourably against Langa- children from peripheral communities often travel to core communities for schooling, so data for both core and peripheral communities “can be blurred to some extent”. Tumi also flagged that youth accused of contact crime were not necessarily ‘convicted or found guilty’.


Figure 1. Tumi's findings slide 2018

Tumi's findings slide 2018

Figure 2. Tumi's limitations slide 2018

Tumi's findings limitations slide 2018

By contrast, Mark’s poster (see Figure 3) critiqued the statistics available for understanding ‘poor grade 8 systemic results’ and the reasons for higher drop-out rates in schooling between suburbs. His poster explored the limitations of what Youth Explorer can tell us about systemic tests and how these link to dropout rates and final year pass rates. He argued that a shortcoming is the dataset’s failure to convey 'the role that extra-curricular support plays' in shaping learners’ results. Mark's poster reflected the fact that many children from affluent homes go for extra lessons after school to improve subject results. This knowledge of concerted cultivation was based on his personal experience, but is unaccounted for in most official accounts of educational input.


Figure 3. Mark's data visualisation poster 2018

Mark's data visualisation poster 2018

Both cases reveal how teaching a social semiotic approach for analysing and producing argument proved helpful. It informed changes to a data visualisation poster course that could better support students’ development as critical designers and engaged citizens- the two aspirant media professionals' meta-critiques flagged important challenges in relying on data that may be incorrect and incomplete, accurately spotlighting the inherent difficulties of simplifying qualitative complexity into numbers for their audiences.


If you would like to view a presentation on our research, please visit my earlier blog post at 
https://www.travisnoakes.co.za/2021/10/the-presentation-developing-critique.html.


Acknowledgements

The research is based upon work supported by the British Academy Newton Advanced Fellowship scheme. Travis’ research was supported by a Postdoctoral Fellowship (2019-21) at the Cape Peninsula University of Technology. Both authors thank the University of Cape Town’s Centre for Film and Media Studies for facilitating our research with students between 2017 and 2018. In particular, we thank Professor Marion Walton and Dr Martha Evans for their valued assistance. We also greatly appreciate the feedback from the editors and reviewers at Learning Design Voices.


Need support doing Social Semiotic research in Africa?

Both Arlene and Travis are members of the South African Multimodality in Education research group (SAME) hosted by UCT. Should you be interested in sharing your multimodal research project with its experts, please contact SAME.

I hope that you will read our chapter and find it informative. You are most welcome to give readers and I your feedback in the moderated comments section below.

Wednesday, 6 May 2020

'Exploring academic argument in information graphics' in 'Data Visualization in Society' from @AmsterdamUPress #Academicbooks #OpenAccess

Written for design educators and social semiotic researchers who are interested in infographic design and multimodal argument.

Associate Professor Arlene Archer and I wrote 'Exploring academic argument in information graphics', which was recently published in the book, Data visualization in society. Our chapter proposes a framework for analysing and producing argument in data visualisation. This framework is applied in the chapter for investigating two second-year journalism students’ semiotic and rhetorical strategies in making arguments via data visualisation posters. We then discuss the broader implications in Higher Education for teaching students to become critical citizens via infographic poster production and analysis.

Figure 1. Data Visualization in Society book cover, Amsterdam University Press, 2020.

The chapter drew on my fieldwork as a lecturer in the multimedia production course (FAM2017S) teaching infographic poster design to journalism students at the Centre for Film and Media Studies, UCT. I liaised with Professor Marion Walton and Dr Martha Evans in preparing a five-week course for teaching infographic poster production in 2017. Students learnt to explore educational inequalities between two suburbs in Cape Town using youthexplorer.org.za's aggregated data and to visualise their findings via infographic poster design. Arlene kindly volunteered as a guest reviewer of students' poster design progress. As novice designers, students' data visualisation arguments produced some interesting inconsistencies and disjunctures that helped inspire this chapter. Its analysis was also informed by a review of students' final posters and accompanying rationales. 

In response to these concerns, Arlene proposed the framework for analysing and producing argument in data visualisation. Its components are illustrated in Table 1 below.
Table 1. A framework for analysing and producing argument in data visualisation. Archer, A. and Noakes, T. 2020.

This framework was applied in an investigation of how two infographic posters drew on semiotic and rhetorical strategies for realising argument: The semiotic strategies included their use of colour, typography and graphics, while the rhetorical strategies include establishing credibility and the use of citation. The effect that the underlying basis for comparison of data had on their contrasting arguments was examined, plus students' linked selection and processing of aggregated data. We also investigated the semiotic encoding of ideational material and the ways relationships were established within the discourse communities constructed via the data visualisations. The investigation highlights the complex entanglement of aspects of data visualisation. These include varied design processes, the underlying discourses and ideological work of data visualisations, as well as their pleasures and aesthetics. We concluded by arguing that this way of looking at academic argument has important implications for teaching these text-types in higher education in order to produce critical citizens.

We are very grateful to the book's editors, Professors Helen Kennedy and Martin Engebretsen, for their feedback and help in refining the chapter. 

In 2018, I retaught infographic poster design to a new group of second years and adjusted the course to allocate more for considering argument and included this framework and the article's cases for students' consideration. Both interventions helped students to improve the critical arguments in their posters. Arlene and I are writing about these changes in a draft manuscript, 'Developing critique and academic argument in a blended-learning data visualisation course'.

There are three ways you can view Data Visualization in Society digitally:
1. Its e-book page is at https://www.aup.nl/en/book/9789048543137/data-visualization-in-society.
2. Its Open Access version is at https://www.jstor.org/stable/j.ctvzgb8c7.
3. You can download it as an Adobe Acrobat pdf book via http://library.oapen.org/handle/20.500.12657/22273.

Or to purchase it in hardcopy, you can order through your local bookseller, via Amsterdam University Press for Europe/Rest of the World, or via Baker & Taylor Publisher Services for North America.

I hope that you will find our chapter informative and welcome any feedback in the comments below.

Wednesday, 8 May 2019

How strategic design informed my research blog's 2019 update


Written for researchers interested in using design strategy and brand positioning for improving their online research presences (particularly via blogs, blogsites and websites).

Last year, Jon Whelan and I updated this blogsite to prepare for my post-doctoral reality as a media studies research fellow, who can contribute to scholarly publications and pursue new research opportunities. By contrast to our previous work focused on Blogger customisation in 2016, the latest design process was largely a strategic one. It drew strongly on insights from brand positioning, plus design strategy more broadly, for my blogsite's improvements:

A. Why Strategic Design?
Table 1. High-, mid- and practice level design disciplines.

HL  Design Management (i.e. brand & software & service design mx)
HL  Strategic Design (i.e. data analysis informing brand positioning)

ML  Design Thinking (meta-disciplinary)

PL   Surface design 
PL   Brand design management
PL   User-centred and experience design
PL   Software and information design
PL   Service design management
PL   Curricular and instructional design
PL   Legal design
PL   Business design management

As Table 1 illustrates, the disciplines of Strategic Design and Design Management are high level (HL) strategic ones. In business, these disciplines typically seek to define and improve the long-term, 'meta' design drivers. By contrast, Design Thinking is a mid-level (ML) meta-disciplinary approach that often seeks to tackle a ‘wicked problem’ space with varied perspectives in a short burst. At the bottom of the table are performance level (PL) practices whose designers' expertise is used for providing discrete, 'micro' solutions.

For an individual blog designer, strategic design considerations may be particularly helpful for answering a big personal challenge. For example, mine was 'How do I update my research blogsite to best support my post-PhD aspirations?' To answer this, I did a strategic design process that included data analysis, a review of my personal branding plus identity development exercises. These informed my creative brief to Jon, plus the ongoing development of this blogsite.

To improve my blog's usability and personal salience, I made the following design changes:
  +1> My roles were simplified;
  +2> I checked how each role and my research interests were reflected in my labels;
  +3> My publication plan addresses my diverse roles and interests;
  +4> I reordered my 'research' navigation to support the postdoctoral publication hierarchy;
  +5> I also took other measures for improved reliability;
  +6> plus security.

+1> Refined my personal brand positioning and roles
Online spaces can provide ready opportunities for individuals to experiment with digital personas. As part of my PhD's broader identity exploration project, my blog featured five roles in its navigation. These were 'researcher', 'designer', 'educator', 'public speaker' and 'volunteer'.

While accurate in terms of identity exploration as a PhD candidate, it made for a complex and potentially confusing navigation structure on the mobile phone (see left in Figure 1). It also seemed important to simplify identities to reduce that inevitable 'he's a jack-of-all-trades' perception!


Figure 1. travisnoakes.co.za navigations (version 2016 vs 2019) in mobile screen by Jon Wheelan, 2019.

To solve both challenges, I did an exercise for simplifying my identity by clearly defining the three roles I prefer to do. Such consolidation also supports a simpler overall online persona that is easier to keep coherent (i.e. I might describe the same roles on; LinkedIn for work, academic portals for research; Twitter micro-blogging or Facebook for friends). My roles were prioritised down to the big three of: 'researcher', 'design steward' and 'techné mentor'. Interestingly, researching design strategy introduced me to the unusual 'design steward' and 'techné mentor' roles: The former reflected how my career in design increasingly involved briefing designers and sharing their work, versus my own designs. As a ‘techné mentor’, I am involved in fluid, once-off educational interventions related to technology. My previous roles (such as speaker and volunteer) proved easy to re-house under the simpler navigation (see right in Figure 1).

+2> Checked that my Postdoctoral roles and interests are covered in Blogger labels
I've tried to make my blog easy to search by using Blogger 'labels' for each of its posts. By analysing my use of labels and how these relate to my roles, I learnt that there were far more articles that related to my role as a techné mentor, than as a researcher or design steward.
As a multi-disciplinary researcher, I also explored how well, or poorly, my label-use linked to my core research interests; 'online identity', 'cultural taste', 'connected learning', 'participatory culture' and 'design strategy'. The analysis (see Figure 2) foregrounded an opportunity for improving the labels I had used and the need to add key labels that were 'missing-in-action'.

Figure 2. travisnoakes.co.za label review
It'll be a lengthy project on its own to simplify them; these labels reflect ten years of history in terms of the varied interests and projects they reflect. A big benefit of doing such work lies in it improving viewers' label search options, whilst helping me to better strategise on the blog's content development.

+3> Plan for publications linked to refined roles and interests

Speaking of which, I have prepared a research publication plan that primarily includes research articles from my PhD, the online academic bullies and mobs project and this blog. Over time, I hope to feature more design-related posts on this blog, plus visual designs. This will create a clear shift with content previously dominated by my PhD research and related techné mentorship concerning e-portfolios.


+4> Reprioritised researcher publications

Another important shift lay in switching the priority of navigation options under my researcher button. Back when I was a PhD candidate, it was most important to get feedback via conferences on my manuscripts and presentations. However, both are near the bottom of a traditional academic publishing hierarchy. Postdoc application requirements reflect this hierarchy in spotlighting emergent scholars' publication of research articles (and/or chapters). My revised navigation reflected this hierarchy by first featuring articles and first chapters. It then provided a link to my thesis' abstract, my conference papers and Slideshare account. Overall, this structure is fairly future-proof, since it is easy to add new research material to and for users to follow.

+5> Improved research blogsite's reliability

Blogger's widget layout system makes it very easy to add functions to one's blog. A downside of adding content from third parties (such as one's researcherID badge...) is that these may not have been tested in Blogger widgets, nor on all browsers. One side effect can be that widgets alter one's layout (... which influenced this blog's body text layout after it exceeded a certain width in Google Chrome). Running Google Chrome error reports also flagged issues with select add-ins. In response, I updated all profile badges and combined them into as few widgets as I could to increase reliability Defunct services, such as my Google+ profile and related pages, were removed. In their place, I added the curatorial accounts of Pinterest and Diigo accounts.

+6> Secured research blogsite with the https protocol
When I started this blog ten years ago, securing it via the https:// protocol was not even a consideration due to the high cost and the technical complexities involved. By contrast, today it is affordable and Internet Service Providers provide FAQs on shifting to https:// protocols that are easy to follow. With assistance from the helpful staff of grid-1.com, transitioning this blog to a secure protocol proved a surprisingly straightforward process that took less than two days from purchase to authorisation and implementation.

I hope this post will inspire others to apply strategic design practices and brand positioning for improving their online research presences. 

Friday, 17 November 2017

Designing infographics on educational inequalities in Cape Town's wards- a new #UCT Media Studies project.

Written for Media Studies educators interested in teaching data journalism and infographic poster design.

A new infographic poster design course (FAM2017S)


Professor Marion Walton, Dr Martha Evans and I recently prepared a five week course in which I taught second year journalism students to design infographic posters that focused on educational inequalities in two Cape Town wards.

The course comprised the following lessons (which dovetailed with Martha's on article layout):
week 1: Introducing typography;
week 2: Designing an online identity using type, shapes and paths;
week 3: Introducing infographics and preparing a poster template;
week 4: Exporting data from youthexplorer.org.za and designing charts;
week 5: Short infographic poster presentations by students for assessment.

All students had access to the Mendi lab, where they could learn to use Adobe Illustrator for detailed design work and Microsoft Excel for chart design. Most students had already been to a workshop that introduced them to youthexplorer.org.za. I taught its use for exporting Excel files, cleaning their data and preparing various comparative charts. Students also had the option of using Adobe InDesign in class or a similar alternative at home.

A diverse group of students produced work in different infographic sub-genres in response to the lessons. The posters were shared to their blogs (see my Diigo social bookmark index for the public ones), as well as to other online accounts as part of the assessment process.

Fast facts infographic poster by Ester van der Walt, 2017



Infographic chart diagram by Jamie Kawalsky, 2017:




Academic research poster by Alana Schreiber, 2017:


These three posters exemplified the high-quality work that most students achieved and the innovation of those who departed from my academic research poster that I designed as an example for the course:



Recommended changes to the course

Being the first course of its kind, several ideas emerged in the process that could improve it for next year:

Technical recommendations:

#1 Support maximum flexibility in terms of software choice
Many students could not make every lesson due to anxiety over their safety. Violent protests at UCT by the #feemustfall movement and the near-militarisation of campus with private security and police resulted in students feeling anxious and unsafe. In response, they were granted increasing freedom to choose the software they had access to. While most students continued to use Adobe, several chose to use Microsoft Word, one Google Docs and another infogram.com).

#2 Prepare teaching materials on export options for best quality 
Students found exporting imagery to be challenging and will require better support materials on achieving quality exports. This is particularly important given the varied software that students may need to use.

#3 Prepare support material on compressing files
For assessment, students had to submit six files to Vula, UCT's intranet. An upload limit of 4MB on particular file formats, meant that several students required email advice on compressing their files close to the submission deadline. Again, support material should be provided upfront for students on compressing the graphics in their files, creating compressed web-friendly, low-res versions and also archiving their work to .zip formats. Interestingly, the students who compressed their work in .zip files could upload large files.

#4 Organise that fewer files have to be submitted for assessment
Students submitted at least five files, which enabled the assessors to appreciate the process behind students' poster, rather than just the final project. While such insight proved valuable, it was highly time-consuming to assess, especially when combined with checking how students shared their work online. Consideration must be given to whether there is a more efficient way to assess the process.

Content recommendations:

#5 Emphasise the importance of curation as a digital literacy with new slides
For students keen to work in data journalism, it’s highly important that they develop digital curation literacies. While this was spoken of in lessons and foregrounded through an assessment process that required students to evidence their process through uploading their source logo, chart- and poster files in addition to final work, it could be better emphasised. For example, the insights of Potter (2012) and his 'Curation and Media Education' manifesto could be drawn on for developing dedicated slides. These should highlight the benefits of having an archive of one's source documents and process, so that they can be refined, corrected or referred back in the case viewers raise concerns about their accuracy.

#6 Provide examples for students' diverse work in the infographic genre
Innovation was an important assessment criteria for students' work. The examples above should be used to suggest to students the wide variety of options they can choose from, rather than replicating my poster's look-and-feel, as a few defaulted to.

#7 Present a work-in-progress for early assessment
Rather than assessing all work at the end, a draft presentation followed by a final submission would work better next year. This will give those students who went for the wrong goalposts feedback they can use to adjust their direction.

#8 Introduce students to how South African sociologists in education explain local educational inequalities
To improve their analysis, students would benefit from being exposed to South African research into educational inequalities and relevant concepts from educational sociology. Students would also benefit from seeing examples of what not to do. For example, do not confuse correlation (i.e. high internet access..) with causation (... supports a high matric pass rate! Rather internet access is a marker of privilege that is often linked to households that can afford better schooling).

N.B. You are most welcome to suggest further recommendations in the comments box below, ta!

Thursday, 26 November 2015

Online Content Creation. Looking at students' social media practices through a #ConnectedLearning lens.

Written for researchers interested in students' social media practices, creative content production and how both can reflect indicators of the Connected Learning educational framework.

Cheryl BrownLaura Czerniewicz and I wrote 'Online content creation. Looking at students' social media practices through a Connected Learning lens' for the Learning, Media and Technology journal. Our paper contributes to closing research gaps concerning: the Online Content Creation (OCC) practices of African university students; how indicators of the Connected Learning (CL) pedagogical framework are present in university students' non-formal creative productions; and the potential benefits that becoming digital creators might have for supporting students' social trajectories.

While previous studies have addressed creative production by university students for specific purposes, there is a research gap concerning OCC in the everyday lives of African university students. In analysing both the formal and informal ICT practices of 23 first year students at four South African universities, the use of online networks was pervasive. However, just three undergraduates described developing and/or using online presences to pursue interest-based activities.

We followed "Jake", "Vince" and "Odette" into their third year and learnt about: the social media they utilised; their trajectories; their linkages with career interests; and the types of online presences they created, maintained or discontinued. The pedagogical framework of CL proved an appropriate heuristic since all case studies spanned digital practices that, although non-formal, were: peer-supported (PS), interest-driven (ID) and academically oriented (AO). The cases also demonstrated the production-centred (PC) and shared-purpose (SP) of using openly networked (ON) new media for self-expression. PS, ID, AO, PC, SP and ON are all important indicators for CL.

There has been a tendency in CL literature to focus on secondary school youth, aged 12 to 18. We show how this emphasis can be extended to university, as students are likewise engaged in forming new interests and emergent social identities. By engaging in OCC, Jake, Vince and Odette could expand on the academic creative production interests they were formally taught. We describe how each student leveraged non-formal OCC practices for orientating towards new learning opportunities and social trajectories. Complementing these three student's formal production interests with rare OCC practices, seemed likely to give them an edge in our globally competitive society, as digital creators:

Jake used his productions as a student journalist, editor, poet and book writer to develop an online presence as a writer. He currently works as a communications trainee for a state agency. Vince's successful video production in an extra-curricular, online Ghetto Film School of LA course resulted in him being sponsored to present his short at the Sundance Film Festival Showcase. He currently works in multimedia and directs video-productions. Odette strategically developed separate online presences to promote her availability as an actor/model and scriptwriter. She also shares productions as a fiction writer, poet and personal journal diarist.

For more on African students' online content creation and social media use and how both reflected Connected Learning indicators, click on http://www.tandfonline.com/eprint/SqgVIjCFNzhQsXx5TKRF/full.

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