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Record W2288949133 · doi:10.14288/1.0054083

The experience of leadership through difficult situations : what helps and hinders

2008· article· en· W2288949133 on OpenAlexaff
Pamela Frances Patterson

Bibliographic record

VenuecIRcle (University of British Columbia) · 2008
Typearticle
Languageen
FieldPsychology
TopicEmotional Intelligence and Performance
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPublic relationsBusinessPolitical science

Abstract

fetched live from OpenAlex

This research examined leadership in difficult situations using phenomenological and critical incident analyses of 14 interviews with respected leaders. Leadership in difficult situations was examined as a personal experience consistent with the perspective of counselling psychology. The phenomenological analysis has produced four voices. The first voice captures the participants' description of leadership as a paradox of personal and situational dynamics. The second voice forms an uncommon elucidation of the lived experience of leadership in difficult situations. The participants are seen to be striving in a resilient manner characterized by a sense of acceptance and authenticity. The third and fourth voices describe the means by which the participants are effective in difficult situations. The third voice captures the intra-personal process of resonance, personal and social awareness, personal supports, mastery of the issues, and the capacity to generate remarkable outcomes. The fourth phenomenological voice captures the participant's active engagement in connecting with people, shaping the work context and leading collaboration to develop a successful process. Five categories have been produced by the Critical Incident Technique, which examined what helps and what hinders in the experience of leadership through difficult situations. The five categories are: being experienced, principled and self-aware; having personal supports and influences; being interested and skilled in connecting with people; being both energetic and able to withdraw appropriately; finally, actively cultivating their perspective or vision. These five categories indicate the capacity of the participants for diverse means of participation in difficult situations. Results are discussed in terms of implications for research and practice.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.812
Threshold uncertainty score0.977

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.071
GPT teacher head0.251
Teacher spread0.180 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2008
Admission routes1
Has abstractyes

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