Does the Ricardian Equivalence Theorem Capture the Consumption Behavior of Maltese Households?
Bibliographic record
Abstract
This paper explores the relationship between government debt and private consumption for Malta. In particular, it attempts to find evidence in favor or against the proposition that the consumption behavior of Maltese households follows the Ricardian Equivalence Theorem. The empirical findings from this analysis suggest that household consumption behavior in Malta is not Ricardian. The resulting lack of evidence supporting the presence of a cointegrating relationship between private consumption and public debt indicates that there is no long run relationship amongst these two variables. However, the results obtained from a subsequent application of a vector auto regressive generalized impulse response function suggests that in the short-term a rise in public debt does positively influence private household consumption. This implies that Keynesian theory may be better suited at explaining the underlying behavior of Maltese households in response to changes in the level of public debt, supporting the view that Maltese households, on aggregate, exhibit a myopic behavior with regards to household consumption patterns. This suggests that to an extent, the Government may thus be able to take advantage of the implicit effectiveness of an expansionary fiscal stance to stimulate the economy through higher aggregate consumption, at least in the short run. However, it should be noted that in the case of Malta the non-presence of the Ricardian Equivalence Theorem may not necessarily imply a high level of effectiveness of Keynesian fiscal policy, given that Malta is a small and open economy characterized by a high level of import content in its aggregate demand components. The longer-term implications pertaining to the public debt burden on future generations should be taken into account by policy makers as higher levels of debt could result in an eventual contractionary fiscal stance, which would negatively impact the consumption pattern of future generations.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".