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Record W7005266334

The Pro-Trade Effects of Immigration on American Exports During Period 1870 to 1910

2001· report· en· W7005266334 on OpenAlexaboutno aff

Bibliographic record

VenueDiscover Archive (Vanderbilt University) · 2001
Typereport
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationPer capitaStock (firearms)Per capita incomePeriod (music)Gravity model of trade
DOInot available

Abstract

fetched live from OpenAlex

This paper examines the impact of a stock of immigrants in the United States on American exports to their home country during the period 1870 to 1910.Our data set spans the exports of 44 commodities to 17 countries observed at 5 year intervals.We use a modified gravity model to examine this immigrant stock-export relationship and find that United States exports were greater to a country due to the presence of immigrants from that country.The estimated strength of the effect is found to have varied across "Old" Europe, "New" Europe, and non-Europe groupings of the trading partner countries.Exports were also generally found to have been greater to other English-speaking countries, and to countries with per capita incomes similar to the United States.This relative per capita income effect became stronger during the latter part of the period, whereas the immigrant stock effect diminished after 1885. The Pro-Trade Effect of Immigration on American Exports During the Classical Liberal PeriodIn a recent contribution, James Dunlevy and William Hutchinson investigated the pro-trade effects of immigrants to the United States over the period from 1870 to 1910. 1That paper was limited to the link between immigration and American import trade.In this paper we complete the story by conducting a similar investigation of the immigrant link to American exports during that same period.The impetus for both the earlier study and for this one comes from two papers, one by David Gould and another by Keith Head and John Ries that investigated the effects of current immigration on the imports and exports of the United States 2 and of Canada, 3 respectively.The reasons for anticipating an impact on trade of greater immigration are developed in these papers, and their relevance to the late nineteenth and early twentieth century American experience was discussed in our earlier paper.Briefly, it is argued that immigrants by their familiarity with both their origin and host countries perceive opportunities overlooked by those without a multinational perspective, that immigrant entrepreneurs can more easily engage in transactions with their compatriots in the origin country because of shared values, language, and trust, 4 and, for the import relationship, that immigrants provide a source of demand in their host country for 1 James A. Dunlevy and William K. Hutchinson, "Impact of Immigration"2 David Gould, "Immigrant Links"3 Keith Head and John Ries, "Immigration and Trade Creation"4 Recently, George Borjas (1999), in discussing externalities that might be generated by immigrants, noted that "American firms [potentially might] gain, because they now use the social and information networks that link immigrants and the source countries to better market their products in foreign markets."(p.96).

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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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.393
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.010
GPT teacher head0.236
Teacher spread0.226 · 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 designNot applicable
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
Published2001
Admission routes1
Has abstractyes

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