Is Deflation Depressing? Evidence From the Classical Gold Standard
Bibliographic record
Abstract
INTRODUCTION In the four decades before World War I, most of the countries in the world adhered to the classical gold standard. The period was characterized by two decades of secular deflation, followed by two decades of secular inflation. This early price level experience should be of great contemporary interest because most advanced countries have returned to an environment of price stability not terribly dissimilar to that of the classical gold standard era. Deflation has had a “bad rap.” Possibly as a consequence of the combination of deflation and depression in the 1930s, deflation is associated with (for some, connotes) depression. On the face of it, the evidence from the late nineteenth century was mixed. On one hand, the mild deflation in the period 1870–1896 was accompanied by positive growth in many countries; however, growth accelerated during the period of inflation after 1896. We distinguish between good and bad deflations. In the former case, falling prices may be caused by aggregate supply (possibly driven by technology advances) increasing more rapidly than aggregate demand. In the latter case, declines in aggregate demand outpace any expansion in aggregate supply. This was the experience in the Great Depression (1929–1933) and the recession of 1919–1921, and may be the case in Japan today. In this chapter, we focus on the price level and growth experience of the United States and Canada, 1870–1913. Both countries adhered to the international gold standard, under which the world price level was determined by the demand and supply of monetary gold, and each member followed the rule of maintaining convertibility of its national currency into a fixed weight of gold.
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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 | 0.009 | 0.033 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 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".