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Record W254372546

Engaging the Community in Productive Public Conversations about Immigration

2003· article· en· W254372546 on OpenAlexaboutno aff
Ruth Ann Bramson, Matt Leighninger

Bibliographic record

VenueInternational journal of economic development · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationImmigration policyImmigration lawGermanFeelingPolitical scienceSociologyEconomic growthDevelopment economicsEconomicsLawHistoryPsychologySocial psychology
DOInot available

Abstract

fetched live from OpenAlex

Abstract Immigration is a difficult subject to talk about in public settings because it arouses strong feelings. This article reports on four case studies from the United States and Canada which involve democratic organizing efforts to bring citizens together for deliberative dialogue on this difficult subject in a way that builds mutual understanding and trust and involves participants in weighing options and making choices. The authors identify common themes from the cases and draw conclusions. INTRODUCTION Americans have been debating costs and benefits of immigration since the Nation's birth. In 1753, 23 years before he signed the Declaration of Independence, Benjamin Franklin wrote at length about costs and benefits of immigration. On one hand, he wrote of their children in the country know English. But Franklin also recognized the benefits of immigration, writing that German immigrants are excellent husbandmen and contribute greatly to the improvement of a country. He concluded that benefits could outweigh costs, under appropriate conditions (Weaver, 1957). American history is replete with cost-benefit calculations about immigration. In some epochs, calculation has led the country to adopt an open door immigration policy, as was the case until 1924. In others, calculations encouraged the country to close its doors and admit few immigrants, as occurred from 1924 through 1965. The 20th Century began with the country in the midst of the greatest wave of immigration in its history. The Century ended in the midst of another period of high immigration. The issues raised at the beginning of the 21st Century parallel the earlier wave: Can the country accommodate numbers of immigrants? Who benefits from the arrival of immigrants? Who is harmed? Can immigrants be absorbed and integrated or are they simply too different from the rest of the country? One reason that any discussion of the costs and benefits associated with immigration policy is difficult is that it taps into fundamental American values and often brings those values into conflict with one another. Perhaps the most obvious value at stake is standard of living. Any changes in the volume of immigration are likely to create gains in standard of living for some sectors of the indigenous population and losses for others. A discussion of immigration may also tap into values regarding equity which make us sympathetic toward the plight of people who are politically persecuted. History of conflicts over immigration policy also shows the importance to many people of the perceived effect of immigration on the preservation or modification of American culture. When deeply held values are in conflict and citizens are not in agreement on what goals or outcomes they want to achieve on an important issue, such as immigration policy, policy makers often find themselves gridlocked and unable to define the public interest. On such issues, public officials need a way to hear more than the polarized debate of interest groups. They need a public dialogue in which people look for common ground on which to base action. Another way of thinking about the costs and benefits related to immigration is to consider the ways in which American citizens, organizations, and communities have helped immigrants over the years to become productive citizens. Jane Addams' Hull House in 19th Century Chicago is just one example of such initiatives. Involving community members directly in addressing immigrant needs represents another way of thinking about the cost benefit analysis of immigration. By contributing their toil to the cause and providing immigrants with support and assistance, some communities believe that they can contribute to increasing the benefits that immigrants bring. DELIBERATIVE DIALOGUE When community values are in conflict and when many individuals and groups must work together to solve a public problem, our standard strategies for informing and involving the public--workshops, public hearings, or distributing brochures--don't work very well. …

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.039
metaresearch head score (Gemma)0.049
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.095
Threshold uncertainty score0.206

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0390.049
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0950.057
Scholarly communication0.0270.020
Open science0.0050.044
Research integrity0.0140.013
Insufficient payload (model declined to judge)0.0090.002

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 head0.040
GPT teacher head0.313
Teacher spread0.273 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2003
Admission routes1
Has abstractyes

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