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Record W2502554406

Subnational Economic Freedom and Performance in the United States and Canada

2016· article· en· W2502554406 on OpenAlexaboutno aff
Daniel Bennett

Bibliographic record

VenueCato Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicCorruption and Economic Development
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipGovernment (linguistics)PsychologyEconomicsEconomic growth
DOInot available

Abstract

fetched live from OpenAlex

During his illustrious career spanning more than half a century, Richard Vedder has tirelessly advocated for limited government and free enterprise. Much of his scholarship has focused on examining how fiscal and labor market policies consistent with the principles of economic freedom are associated with economic and social benefits such as stronger economic performance (Vedder 1981, 1990), lower unemployment (Vedder and Gallaway 1996, 1997), and poverty alleviation (Vedder and Gallaway 2002). Vedder has also examined the impact of government policy on income inequality (Vedder 2006; Vedder and Gallaway 1986, 1999; Vedder, Gallaway, and Sollars 1988), an area that he and I have collaborated to study (Bennett and Vedder 2013, 2015). Thus, Vedder's scholarship has contributed to our understanding of the impact that economic freedom exerts on economic outcomes. Vedder's research has primarily examined the effects of individual policies such as the structure of taxation and barriers in the labor market, but a mounting body of academic research links aggregate measures of economic freedom to a variety of positive economic, political, and social outcomes. Hall and Lawson (2014) and Hall, Stansel, and Tarabar (2016) provide recent surveys of this literature. This article builds on my previous work with Vedder and contributes to the growing body of research on the effects of economic freedom by examining the relationship between subnational economic freedom and various measures of economic performance for a panel of U.S. states and Canadian provinces over the period 1980-2010. Existing theory and empirical evidence suggest that economic freedom is positively associated with economic development and labor market outcomes, which the evidence presented here further corroborates, but the relationship between economic freedom and inequality is not well understood. It is important to examine how economic freedom affects inequality because income inequality has been heralded as the defining challenge of our time by influential public figures and economists. Free-market capitalism is often blamed for rising inequality, and the prescribed solution is typically freedom-reducing government interventions. Pope Francis (2013: 48), for instance, describes market capitalism as a system of exclusion and inequality that is unjust at its roots. Paul Krugman (2013) points to U.S. financial deregulation and entitlement reform as factors in driving higher U.S. income disparities. President Barack Obama has repeatedly expressed a desire to raise the federal minimum wage and increase the progressivity of the income tax structure as means to stem the tide of rising inequality. Thomas Piketty (2014: 1) argues that without corrective political intervention, capitalist economies inevitably produce rates of return on capital that exceed the growth rates of income and output, a process that automatically generates arbitrary and unsustainable inequalities. While free-market capitalism is heralded as the villainous perpetrator of inequality, existing theory and evidence on the relationship between economic freedom and inequality is largely inconclusive (Bennett and Nikolaev 2015b). By necessity, institutional and policy reforms intended to reduce inequality through government intervention reduce economic freedom, potentially undermining the other positive effects associated with economic freedom such as economic development and improved employment opportunities, both of which enhance economic well-being. The results presented here suggest that subnational economic freedom is associated with higher levels of income per capita, lower rates of unemployment, and higher income inequality across subnational economies in the United States and Canada. Methodology and Data This article utilizes panel data from the 50 U.S. states and 10 Canadian provinces over the period 1980-2010 to estimate (lie partial effects of subnational economic freedom on measures of macroeconomic performance, including income per capita, the unemployment rate, and relative income inequality. …

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.069
Threshold uncertainty score0.500

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.010
Science and technology studies0.0120.004
Scholarly communication0.0060.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.001

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.

Opus teacher head0.015
GPT teacher head0.232
Teacher spread0.217 · 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 designObservational
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

Citations25
Published2016
Admission routes1
Has abstractyes

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