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Record W7025225098

Venturing into the unknown: What evidence is there - one year later- of the impact of a threshold concept on students in a first year elective course?

2017· other· en· W7025225098 on OpenAlexaboutno aff

Bibliographic record

VenueArca (British Columbia Electronic Library Network) · 2017
Typeother
Languageen
FieldSocial Sciences
TopicClimate Change, Adaptation, Migration
Canadian institutionsnot available
Fundersnot available
KeywordsPresentation (obstetrics)Cognitive reframingSubject (documents)ScholarshipHigher educationFocus (optics)AttendanceCurriculum
DOInot available

Abstract

fetched live from OpenAlex

Conference presentation delivered at the <a href="https://www.issotl.com/issotl-conferences"> ISSoTL (International Society for the Scholarship of Teaching and Learning), Calgary, 2017.</a>\n<p>Over the years, I have discovered that the majority of students to whom I teach introductory sociology take it as a required course or recommended elective for other programs, and that this one 14-week semester is therefore likely to be the only formal exposure to sociology that most will ever experience. Nevertheless, some sociologists have claimed that taking even one course in introductory sociology can make an important contribution to the general education of any individual (e.g. Howard and Zoeller, 2007), prompting me to ponder what my own students were gaining from this. Noticing the frequency with which their end-of-semester evaluations included comments about how taking sociology had ‘opened their eyes’, I started wondering whether these self-reported ‘epiphanies’ might actually correspond to transformative learning experiences (Mezirow, 1991) and what kind of lasting impact the course might therefore have upon them. This led me to focus on the impact of encountering the ‘sociological imagination’ - the recognition that individuals’ actions are largely shaped by the society in which they live. This is widely regarded as the single most important thing for students to understand in any introductory sociology course (Persell et al, 2007), in that it enables them to start ‘thinking like a sociologist’ (Pace and Middendorf, 2004). However, students may find this new way of thinking challenging and resist it, since it requires them to question familiar assumptions about personal agency. These features identify the ‘sociological imagination’ as a threshold concept (Meyer and Land, 2003), meaning that grasping it should generate an irreversible and enduring shift in perspective – much as my students seemed to be describing. I thus started investigating student learning in this course, focusing specifically on the impact of encountering the ‘sociological imagination’.</p>\n<p>From 2012 to 2015, I collected data from 365 students in twelve first year sociology classes, using various Classroom Assessment Techniques (Angelo and Cross, 1993) in order to track how their understanding of this threshold concept developed throughout the semester. In a second phase of the research 106 of these students completed a follow-up survey, approximately one year later, which assessed their recall of the ‘sociological imagination’ and also tested their ability to apply it. My research findings revealed interesting differences amongst students in regard to how long it took them to grasp this concept, how well they were able to apply it by the end of the course, and what they recalled of it one year later. In my presentation I will briefly outline the study as a whole, before focusing on the findings from the follow-up survey and their implications. I will engage audience members by inviting them to identify threshold concepts faced by their own students (especially in similar introductory-level courses taken as electives) and to consider what they would expect them to remember once the course is over. I will end by commenting on how doing this research has not only altered my approach to teaching this particular concept, but has also re-ignited my enthusiasm for the course as a whole. </p>\n\n<p>References</p>\n<p>Angelo, T. & Cross, K.P. (1993). <i>Classroom assessment techniques: A handbook for College Teachers</i> (2nd ed.) San Francisco, CA: Jossey-Bass.</p>\n<p>Howard, J. & Zoeller, A. (2007). ‘The role of the introductory sociology course on students’ perceptions of achievement of general education goals.’ <i>Teaching Sociology</i>, 35, 209-222. </p>\nMeyer, J. & Land R. (2003). ‘Threshold Concepts and Troublesome Knowledge: Linkages to ways of thinking and practising within the disciplines.’ In C. Rust (Ed.) <i>Improving student learning: Improving student learning theory and practice ten years on</i>. Oxford, UK: Oxford Brookes University.\n<p>Mezirow, J. (1991). <i>Transformative dimensions of adult learning</i>. San Francisco, CA: Jossey Bass.</p>\n<p>Pace, D. & Middendorf, J. (Eds.). (2004). <i>Decoding the disciplines: Helping students learn disciplinary ways of thinking</i>.San Francisco, CA: Jossey Bass.</p>

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.682
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0160.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.032
GPT teacher head0.296
Teacher spread0.264 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2017
Admission routes1
Has abstractyes

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