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Record W276153351

Assessing Globalization: Benefits and Drawbacks of Trade and Integration

2008· article· en· W276153351 on OpenAlexaboutno aff
Andrew Kohut, Richard Wike

Bibliographic record

VenueHarvard international review · 2008
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobalization, Economics, and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsGlobalizationPoliticsGlobalismDevelopment economicsPolitical economyPolitical scienceInjusticeWorld economyEconomic growthEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

Globalization continues to be a divisive subject among political activists, academics, business leaders, and policymakers. Some look at the rapid economic and political changes taking place around the world and see injustice. Others observe these same changes and see progress. On both sides of the debate, however, much of the discussion takes place among elites. What do average citizens around the world think about the powerful global forces transforming their societies? Survey research suggests that most people embrace the idea of a globalized world, albeit cautiously. The main economic premises of globalization are generally accepted in regions throughout the world. People tend to believe their countries will benefit from trade, free enterprise, and investment by foreign companies. These views are especially common in many of the world's poorest countries, including nations in sub-Saharan Africa. However, enthusiasm for economic globalization has waned considerably over the last few years in many wealthy nations, especially in Western Europe and the United States. In nations both rich and poor, however, people worry about globalization's downsides. Many are concerned about the disadvantaged in society who are left behind by the economic growth globalization can bring. Increasingly, they are alarmed by the negative effects of growth on the environment. Nearly everywhere, people worry about the potential loss of their own traditions and cultures in an interconnected world. Many are also troubled by the growing flow of immigrants across national borders. So global publics do not fit neatly into either anti-or pro-globalization boxes. They largely reject the critiques of the strident anti-globalization protestors who have garnered considerable international media attention in recent years with their colorful--and sometimes violent--protests at international conclaves in Seattle, Prague, Davos, and elsewhere. At the same time, average citizens are more apprehensive about globalization than are the business and political elites who are often its greatest champions. Support for Economic Globalization In countries throughout the world, there is broad support for key economic features of globalization. The 47-country 2007 Pew Global Attitudes survey found strong support for international trade, multinational corporations, and free markets. However, the survey, conducted among representative national samples in 39 countries and disproportionately urban samples in 8 countries, also found important differences across various countries and regions. Perhaps the most notable among these are the increasing signs of economic anxiety among the wealthy nations of the West. International trade is at the heart of globalization. The tremendous expansion of global trade over the last few decades has driven economic growth in many developing countries, while providing more diverse and less expensive products to consumers in the developed world. At the same time, it has created dramatic upheaval, as workers in poor countries have moved to cities in search of new jobs, while some in wealthier nations have lost jobs that have moved overseas. The 2007 Pew Global poll shows that, all things considered, people consistently endorse international trade. Sizeable majorities in all 47 countries said growing trade ties between countries are having a positive impact on their country. In 9 countries, at least 90 percent of those surveyed took this position. Favorable views are especially common in sub-Saharan Africa, the world's poorest region. In all 10 African countries included in the survey, over 80 percent said trade was having a positive impact. Large majorities also back trade in the United States, Canada, and Western Europe, but the trend in these developed nations is clearly headed in a negative direction. For example, both Italy and France have seen double digit declines in support for trade since 2002. …

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)0.048
metaresearch head score (Gemma)0.100
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.048
Threshold uncertainty score0.256

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0480.100
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.007
Science and technology studies0.0020.009
Scholarly communication0.0110.016
Open science0.0010.009
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.049
GPT teacher head0.280
Teacher spread0.231 · 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 designTheoretical or conceptual
Domainnot available
GenreReview

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

Citations17
Published2008
Admission routes1
Has abstractyes

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