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Record W2468674120 · doi:10.17645/pag.v4i2.560

Deliberative Political Leaders: The Role of Policy Input in Political Leadership

2016· article· en· W2468674120 on OpenAlexaboutno aff
Jennifer Lees‐Marshment

Bibliographic record

VenuePolitics and Governance · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
FundersUniversity of Auckland
KeywordsPoliticsElitePolitical sciencePublic relationsGovernment (linguistics)AutocracyLeadership stylePower (physics)Public administrationSociologyDemocracyLaw

Abstract

fetched live from OpenAlex

This article provides a fresh perspective on political leadership by demonstrating that government ministers take a deliberative approach to decision making. Getting behind the closed doors of government through 51 elite interviews in the UK, US, Australia, Canada and New Zealand, the article demonstrates that modern political leadership is much more collaborative than we usually see from media and public critique. Politicians are commonly perceived to be power-hungry autocratic, elite figures who once they have won power seek to implement their vision. But as previous research has noted, not only is formal power circumscribed by the media, public opinion, and unpredictability of government, more collaborative approaches to leadership are needed given the rise of wicked problems and citizens increasingly demand more say in government decisions and policy making. This article shows that politicians are responding to their challenging environment by accepting they do not know everything and cannot do everything by themselves, and moving towards a leadership style that incorporates public input. It puts forward a new model of Deliberative Political Leadership, where politicians consider input from inside and outside government from a diverse range of sources, evaluate the relative quality of such input, and integrate it into their deliberations on the best way forward before making their final decision. This rare insight into politician’s perspectives provides a refreshing view of governmental leadership in practice and new model for future research.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.783
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.097
GPT teacher head0.389
Teacher spread0.292 · 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 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

Citations20
Published2016
Admission routes1
Has abstractyes

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