MétaCan
Menu
Back to cohort
Record W7074130589

Professional reading and the education of military leaders

2014· article· en· W7074130589 on OpenAlexaboutno aff

Bibliographic record

VenueResearchArchive–Te Puna Rangahau (Victoria University of Wellington) · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary History and Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)Context (archaeology)Reading (process)Relevance (law)Subject (documents)Interpretation (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

Prominent military figures, both contemporary and historical have, through both personal example and their promotion of critical literacy initiatives, emphasised the role of professional reading in the development of the professional wisdom that underpins effective military leadership. While biographical studies hint at a connection between the extracurricular reading habits of notable military figures and the development of their professional wisdom, the majority of studies on military leadership development focus either through the context of experience or on development through the medium of formal educational programmes. Considering the time and resources invested in formal educational programmes, and the highly incremental nature of self-development that makes its utility difficult to measure, it is understandable but not acceptable that continuous, career-long self-development through professional reading receives scant attention.\nUsing a hermeneutically derived conceptual framework as an analytical tool, this research explores the intellectual component of military leadership, as embodied in the idea of the warrior-scholar, and the role the phenomena of reading, text, and canon, play in the development of the cognitive skills – critical, creative, and strategic thinking – necessary for successful leadership in complex institutions and environments.\nThe research seeks to contribute original insights into the role that professional reading actually plays in the intellectual development of military leaders. The research also seeks to determine the extent to which a military canon that embodies professional military wisdom exists, and the relationship that this canon might have on the development of military leaders in the contemporary environment.\nThe research was conducted through an engagement with literatures in multiple disciplines and 18 open-ended in-depth research interviews with 24 emerging and established military leaders, and defence academics, in New Zealand, Australia, Malaysia, Singapore, the United Kingdom, Canada, Israel and the United States on the role reading plays in their professional development. Data have been analysed through literature mapping and the deployment of theme discovery and interpretation-centred analysis methods.\nIn particular, this thesis has examined the artefact of the professional military reading list as used across nations and individual armed services as a component of contemporary professional military education for commissioned and non-commissioned officers at tactical, operational and strategic leadership levels.\nThe research has confirmed the utility of the reading list approach as a means of promoting professional reading, particularly to assist officers:\n· prepare for a posting or campaign\n· prepare for formal professional military education courses\n· aid developmental activities towards promotion\n· broaden general knowledge, and\n· cultivate professional military knowledge in breadth and depth.\nThe research has found that reading lists are syllabi for the informal mode of professional military education, particularly to supplement the study, in breadth and depth, of military history, strategy and doctrine, the art of war, and leadership in command. The research has also examined the construction and implementation of the reading lists and developed twenty principles for the development of reading lists for practical use by militaries globally.\nThe research has critically engaged with canon as a concept. While it has not found that the canon concept in its ‘pure’ form as understood in literature studies can be usefully applied to military education, a set of core texts have been identified as being highly valued by militaries globally for the education of officers.\nAlthough the research did not seek to prove the link between reading and the development of military leaders, such an approach being inconsistent with the methodological lens adopted, the research does however indicate that professional reading in breadth and depth is as important a component in the development of military wisdom as is training, experience, and formal education.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.704
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.004
Scholarly communication0.0000.000
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 head0.020
GPT teacher head0.277
Teacher spread0.257 · 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 designTheoretical or conceptual
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
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueResearchArchive–Te Puna Rangahau (Victoria University of Wellington)Same topicMilitary History and StrategyFrench-language works237,207