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Record W2268568651

The Evolution of Job Stability in Canada: Trends and Comparisons to U.S. Results

2002· article· en· W2268568651 on OpenAlexaffabout
Andrew Heisz

Bibliographic record

VenueAnalytical Studies Branch Research Paper Series · 2002
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsGovernment of Canada
Fundersnot available
KeywordsCurrent Population SurveyStability (learning theory)Demographic economicsPopulationEconomicsDemographySociologyComputer science
DOInot available

Abstract

fetched live from OpenAlex

Using data from the 1976-1999 Canadian Labour Force Survey, we examine the stability of currently held jobs in a manner similar to Diebold, Neumark and Polsky (1997) and Neumark, Polsky and Hansen (1999) who analyzed data from the U.S. Current Population Survey. We find that although the current distribution of in-progress job tenures is filling up with more long jobs, and more shorter jobs - suggesting a polarization of job tenure, the stability of currently held jobs has remained quite stable over the period. A closer look reveals two phases in the Canadian data. The period 1977 to 1993 was characterized by declining job stability. Examining the data by current job tenure, we see a declining stability of short jobs - those less than one year in length were less likely to last one more year in at the end of the 1980s (and beginning of the 1990s) than in the late 1970s. At the same time jobs between one and two years long tended to become more stable - becoming more likely to last one more year by 1993. The second phase - 1993-1999 - was characterized by a reversal of these trends such that by the end of the period, jobs of all lengths were equally as stable as in the late 1970s. Declines across the 1980s in job stability were concentrated in low education, older and younger groups but job stability grew most for these same groups in the 1990s. Following U.S. methods allows us to undertake an international comparison. We find that while job stability changes were similar in the two countries between 1987 and 1991, job stability rose relative to the United States between 1991 and 1995. We speculate that this difference is due to a relatively deeper recession in Canada in the early 1990s, and a relatively slow recovery in the mid 1990s.

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)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.390
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.001
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 head0.224
GPT teacher head0.461
Teacher spread0.236 · 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

Citations1
Published2002
Admission routes2
Has abstractyes

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