Data visualization for time-resolved real-time engineering writing processes

In this research paper, we present results of a new method for capturing and visualizing real-time data. Results presented represent nearly ten hours of real-time writing data from one graduate student applying for the NSF Graduate Research Fellowship Program. Though we show our analyses for only one participant, this methods paper demonstrates the use of novel data visualization tools to effectively “see” large qualitative data sets. Data was collected using screen capture techniques and coded using a validated coding schema facilitated with a dynamic “touch screen” coding interface to more easily code hours of authentic data. The visual representations of cognitive engineering writing patterns indicate several different aspects of “visible” cognitive writing processes, such as the iterative nature of the composing and knowledge-gathering parts of writing, and continual reference to the task materials that define the criteria upon which the written document will be evaluated. We anticipate broadening this study using these methods in order to develop heuristics for engineering academic writing, and to study the ways in which expert engineering writers overcome issues such as writer’s block. The findings and representations of data as shown in this paper offer much to the engineering education research community in terms of method development and analysis of large quantities of time-resolved data representing authentic engineering communication skills.

[1]  Carmen Soler Monreal A move-step analysis of the concluding chapters in computer science phd theses , 2016 .

[2]  J. Hayes Modeling and Remodeling Writing , 2012 .

[3]  D. Alamargot,et al.  The Study of Professional Writing , 2010 .

[4]  Lisa D. McNair,et al.  Introduction to the Special Issue on Communication in Engineering Curricula: Mapping the Landscape , 2008, IEEE Transactions on Professional Communication.

[5]  M. Luzón,et al.  Genre analysis in technical communication , 2005, IEEE Transactions on Professional Communication.

[6]  Patricia A. Duff Language Socialization into Academic Discourse Communities , 2010, Annual Review of Applied Linguistics.

[7]  Linda Flower,et al.  The Dynamics of Composing : Making Plans and Juggling Constraints , 1980 .

[8]  John M. Swales,et al.  Genre Analysis: English in Academic and Research Settings , 1993 .

[9]  Susan K. Gardner Student and faculty attributions of attrition in high and low-completing doctoral programs in the United States , 2009 .

[10]  Kathleen M. T. Collins,et al.  Writing Apprehension and Academic Procrastination among Graduate Students , 2001, Perceptual and motor skills.

[11]  David Bartholomae,et al.  Inventing the University , 2005 .

[12]  C. Aitchison,et al.  Writing groups for doctoral education , 2009 .

[13]  J.A. Leydens,et al.  Publishing in Scientific and Engineering Contexts: A Course for Graduate Students Tutorial , 2007, IEEE Transactions on Professional Communication.

[14]  D. McCutchen A capacity theory of writing: Working memory in composition , 1996 .

[15]  B. Kanoksilapatham Rhetorical structure of biochemistry research articles , 2005 .

[16]  Shelley Burgin,et al.  Pedagogical Approaches that Facilitate Writing in Postgraduate Research Candidature in Science and Technology , 2011, Journal of University Teaching and Learning Practice.

[17]  Christine M. Tardy,et al.  A Genre System View of the Funding of Academic Research , 2003 .

[18]  Diane Belcher,et al.  The apprenticeship approach to advanced academic literacy: Graduate students and their mentors , 1994 .

[19]  Blair Nonnecke,et al.  Think aloud: effects and validity , 2012, SIGDOC '12.

[20]  E. Johnson Toward the building of a cross-disciplinary doctoral research and writing culture , 2014, Journal of University Teaching and Learning Practice.

[21]  J. Hayes,et al.  A Cognitive Process Theory of Writing , 1981, College Composition & Communication.

[22]  Gilles Caporossi,et al.  What Makes a Skilled Writer? Working Memory and Audience Awareness during Text Composition. , 2011 .

[23]  Wendy Y. Carter-Veale,et al.  The Dissertation House Model: Doctoral Student Experiences Coping and Writing in a Shared Knowledge Community , 2016, CBE life sciences education.

[24]  Mike Rose,et al.  A Call for the Teaching of Writing in Graduate Education , 2001 .

[25]  Mariëlle Leijten,et al.  Keystroke Logging in Writing Research , 2013 .

[26]  Ursula Wingate,et al.  Using Academic Literacies and Genre-Based Models for Academic Writing Instruction: A "Literacy" Journey. , 2012 .

[27]  T. Lillis,et al.  Defining academic literacies research: issues of epistemology, ideology and strategy , 2015 .

[28]  Cynthia J. Atman,et al.  Engineering Design Processes: A Comparison of Students and Expert Practitioners , 2007 .

[29]  L. Locke,et al.  Avoiding the A.B.D. Abyss: A Grounded Theory Study of a Dissertation-Focused Course for Doctoral Students in an Educational Leadership Program , 2016 .

[30]  K. Hakkarainen,et al.  How to measure PhD. students' conceptions of academic writing - and are they related to well-being? , 2014 .

[31]  L. V. Waes,et al.  Reading during sentence composing and error correction: A multilevel analysis of the influences of task complexity , 2010 .

[32]  Brian Street,et al.  Writing as academic literacies: understanding textual practices in higher education , 2014 .

[33]  Catherine G. P. Berdanier,et al.  Development of a method to study real-time engineering writing processes , 2017, 2017 IEEE Frontiers in Education Conference (FIE).

[34]  Victoria Johansson,et al.  Looking at the keyboard or the monitor: relationship with text production processes , 2010 .

[35]  Holly Matusovich,et al.  The Dissertation Institute: Motivating doctoral engineering students toward degree completion , 2016, 2016 IEEE Frontiers in Education Conference (FIE).

[36]  C. Aitchison,et al.  Research writing in the sciences: Liminal territory and high emotion , 2011 .

[37]  Desmond Allison,et al.  Dissertation Writing in Action: The Development of a Dissertation Writing Support Program for ESL Graduate Research Students. , 1998 .

[38]  Åsa Wengelin,et al.  Logging tools to study digital writing processes , 2011 .

[39]  Magnus Gustafsson Academic literacies approaches for facilitating language for specific purposes , 2011 .

[40]  Virginia Wise Berninger Eye-Tracking Data During Written Recall: Clues to Subject–Verb Agreement Processing During Translation , 2012 .

[41]  Erwin R. Steinberg,et al.  The Dynamics of Composing: Making Plans and Juggling Constraints , 2016 .

[42]  Jon A. Leydens,et al.  Sociotechnical communication in engineering: an exploration and unveiling of common myths , 2012 .

[43]  Stephen Bremner,et al.  Socialization and the Acquisition of Professional Discourse , 2012 .

[44]  Ann E. Austin Preparing the Next Generation of Faculty: Graduate School as Socialization to the Academic Career , 2002 .