MétaCan
Menu
Back to cohort
Record W7055434446

Central Public Administration: Working Conditions and Industrial Relations - Ireland

2013· article· en· W7055434446 on OpenAlexaboutno aff

Bibliographic record

VenueeCommons (Cornell University) · 2013
Typearticle
Languageen
FieldMaterials Science
TopicThermal properties of materials
Canadian institutionsnot available
Fundersnot available
KeywordsPublic sectorParliamentCabinet (room)PoliticsCivil servicePublic serviceLegislationUnitary state
DOInot available

Abstract

fetched live from OpenAlex

[Excerpt] The political system in Ireland is highly centralised, with the vast majority of political and governing power vested in Dáil Éireann (lower house of parliament) and more particularly in the cabinet and the Taoiseach (prime minister). Ireland has what Pollitt and Bouckaert (2004) would call a unitary political system, with the upper house of parliament (Seanad Éireann) and the president having little influence, and the cabinet wielding huge influence over the legislation that is brought before the Dáil. The total number of people employed in the public sector grew from around 317,000 in 2001 to 360,000 in 2008, a growth of 14%. Excluding commercial state-sponsored bodies, the numbers employed in the public service grew from 270,000 in 2000 to 320,000 in 2008, a growth of 19%. Since the financial recession, however, there has been a significant drop in the numbers employed in both the public sector and public service from 2008, with a drop of just under 6% in each case. Numbers employed in the public sector and public service in 2011 were just below 2007 levels of employment. Growth in public service numbers from 2001 to 2008 was primarily concentrated in the health and education sectors. Two out of every three people employed in the public service work in either health or education. Numbers employed in the civil service, by contrast, have remained relatively stable over the period 2001 to 2011, increasing slightly from 36,100 to 36,600. Numbers rose slightly from 2001 to 2008, when there were 39,300 people employed in the civil service, but have declined since then. The civil service is not large by European standards. An OECD (2010) study comparing eight countries (Canada, Denmark, Finland, Ireland, the Netherlands, New Zealand, Sweden and the UK) showed that Ireland had the third lowest general government employment per 1,000 population (67) in 2006, which was significantly behind Denmark (137), Sweden (125) and Finland (99). A subsequent OECD (2011) study showed that in 2008 in Ireland, employment in general government as a percentage of the labour force (14.8%) was around the OECD average. In 2010, the OECD undertook a survey of the compensation of central government employees (OECD, 2011). This included not only salaries and wages, but also social benefits and future pension earnings. On average, top managers’ (top public servants below the minister) total compensation in responding countries amounts to just under USD 230,000 (€168,212 as at 17 October 2013) PPP.1 At just under USD 290,000 (€212,159) PPP, the compensation of top managers in Ireland is towards the higher end of the European countries surveyed. For the next level down from the top senior managers, a reduced sample of OECD countries shows compensation levels in Ireland to be close to the OECD average, at USD 184,000 (€134,552) PPP. The survey also examined the compensation of middle managers (defined as those responsible for planning, directing and coordinating the general functioning of a specific administrative unit within a government department or ministry). The average compensation for the European countries surveyed is just under USD 140,000 (€102,390) PPP. Compensation in Ireland for this group is USD 155,000 (€113,350) PPP, a little above the European average. Secretaries’ (defined as general office clerks who perform a range of clerical and administrative tasks) compensation was also examined. In general, the level of compensation varies less across countries than it does for the management positions. Compensation in Ireland for secretaries was found to be somewhat below the average of the European countries surveyed, assessed at USD 44,000 (€32,175) PPP, compared with the European average of USD 49,000 (€35,830) PPP.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.080
Threshold uncertainty score0.214

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.006
Science and technology studies0.0020.002
Scholarly communication0.0070.004
Open science0.0020.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0640.034

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 head0.069
GPT teacher head0.199
Teacher spread0.130 · 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 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
Published2013
Admission routes1
Has abstractyes

Explore more

Same venueeCommons (Cornell University)Same topicThermal properties of materialsFrench-language works237,207