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Record W3200078506 · doi:10.14288/1.0401970

Curated carefully : shifting pedagogies through e-portfolio use in elementary classrooms

2021· article· en· W3200078506 on OpenAlexaff
Haley Margaret Borthwick

Bibliographic record

VenuecIRcle (University of British Columbia) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicReflective Practices in Education
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMathematics educationPortfolioComputer sciencePedagogySociologyBusinessPsychology

Abstract

fetched live from OpenAlex

Although many studies have been conducted looking at the use of electronic portfolios (e-Portfolios) in higher education, there is a lack of research looking at them as an integrated system for assessing, documenting, and reporting on student work in elementary school settings. This study examines teachers’ perceptions of the advantages and disadvantages of using e-Portfolios in elementary school, what teachers are using them for, and how using e-Portfolios is affecting teacher pedagogy. The study took place in a school district in British Columbia that has adopted e-Portfolios as a replacement for traditional report cards and where they are being used to document student work, give feedback, communicate with parents, assess students, and express learning. This qualitative research study was designed to gain insights into teachers’ attitudes and beliefs about using e-Portfolios and to uncover if their use was shifting teacher practice and pedagogy. It also aimed to examine why some teachers were choosing to continue with traditional report cards and had decided to forego using e-Portfolios altogether. Thirty-one teachers participated in the study which consisted of an online questionnaire and a small group sample of follow-up interviews with six respondents. Key findings from the research include that teachers felt: e-Portfolios changed their pedagogy in a positive way, e-Portfolios enhanced their assessment practices and communication with parents, and using them was making students more self-reflective. For those who chose not to use e-Portfolios, the main reason cited was difficulty with the chosen platform, while a small group explained that they felt e-Portfolios were not as meaningful as a form of assessment and reporting as traditional report cards were. This study provides insight into how the design of an e-Portfolio platform can negatively impact teachers’ usage of it as an educational tool and presents ideas for future research into e-Portfolio use at the elementary level. It also provides a glimpse into how teachers are carefully curating these digital containers of student work by creating what they felt were more meaningful learning experiences for their students.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.018
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0030.003
Scholarly communication0.0060.003
Open science0.0010.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.040
GPT teacher head0.299
Teacher spread0.259 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2021
Admission routes1
Has abstractyes

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