Social Insurance as Fiscal Policy and State-Building Tool: The Development and Politics of Payroll Contributions in Israel and Canada
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The scholarship on state-building has devoted a significant amount of attention to the role of taxation in building state institutions and capacities. It has also emphasised the crucial role of taxation in driving state-society relations. Scholars have argued that the linkage between taxation and state building also applies to the area of social policy. In this paper, we draw on a fiscal-centred perspective on welfare state development that highlights the fiscal policy role of social insurance as a revenue raising institution to study the fiscal relationship between social insurance and state-building in Israel and Canada – two ‘most dissimilar cases’ that nonetheless feature strikingly similar patterns with regard to this relationship. As our findings show, in both cases, social insurance programmes were introduced, designed, and utilized to advance fiscal and economic policy capacity and thereby promote state building. Using these programmes and the commitments they created, political actors could legitimize the generation of revenues, build institutional infrastructure for tax collection, and create capital reserves for investing in the economy.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it