MétaCan
Menu
Back to cohort
Record W7132973803

Relationships in learning: the role of mentors in the developmental trajectory of law firm associates

2006· dissertation· W7132973803 on OpenAlexaboutno aff
Erika Abner

Bibliographic record

VenueTSpace · 2006
Typedissertation
Language
FieldPsychology
TopicMentoring and Academic Development
Canadian institutionsnot available
Fundersnot available
KeywordsSituatedTransformative learningLuckConstruct (python library)Citizen journalismExperiential learningField (mathematics)PhenomenographySituated learningAdult development
DOInot available

Abstract

fetched live from OpenAlex

This phenomenological study examines the multiple workplace influences, including mentors and other developmental relationships, on the growth and development of young lawyers from law school through the first few years of practice. The research questions are analyzed through the multiple lenses of situated learning, transformative learning, and mentoring. Situated learning theory directs attention to workplace participatory practices and affordances. Transformative learning theory describes epistemological change. The literature on mentoring and social networks provides a framework to understand the complexity of developmental relationships in the workplace and the effect of those relationships on individual agency. Eleven lawyers in six different large multi-service law firms located in a large Canadian city participated in the research. Three primary methods were employed: an in-depth interview, brief questionnaires on mentoring behaviours and practices, and the Role Construct Repertory Test. Learning occurred within a richly diverse field of influences, including mentors, supervisors, senior lawyers, peers, and clients. These relationships strongly affected the invitational qualities of the workplace, in terms of access to work and support for learning. Mentors were only one member of the constellation of developers and not always the most important influence on individual development. Some participants enjoyed strong and enduring mentoring relationships almost from the outcome of their career, while others struggled without a mentor until later in their career. Formal mentors were more likely than informal mentors to engage in dysfunctional behaviours such as poor communication or limited support. The importance of luck in the workplace was an unanticipated finding. Nearly every participant was able to tell a story about how luck influenced their professional life, either by an early encounter with an important person or access to important work. The participants identified a clear growth trajectory from student through the first three years of being an associate. They described high stress levels and a general feeling of being in over their heads. As they developed confidence and coping skills they described a lessening of the stress and an increasing sense of mastery over their work.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.171
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.035
GPT teacher head0.336
Teacher spread0.302 · 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 designObservational
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".

Quick stats

Citations0
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueTSpaceSame topicMentoring and Academic DevelopmentFrench-language works237,207