MétaCan
Menu
Back to cohort
Record W1579231003

The Degree of Consensus among Economic Educators in a Transition Economy

2010· article· en· W1579231003 on OpenAlex
Sergey Borodich, Svetlana Deplazes, Nadzeya Kardash, Alexander Kovzik

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of economics and economic education research · 2010
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Theory and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsDimension (graph theory)Transition economyIdeologyPositive economicsEconomicsRetrainingPolitical scienceLawMarket economyInternational trade
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT The question of regarding important economic issues among economists has been studied for over 30 years in many countries with established market economies. The authors investigate the degree of agreement about such issues among economic educators in Belarus by adapting the survey previously used by American and Western European economists. The study specifically analyzes the differences in the views of the former participants of retraining programs vs. non-participants while also comparing them to a survey of U.S. economists. Several statistical measures designed to identify consensus are applied to analyze the results. The authors generally find disagreement within the economics profession in Belarus although they conclude that training in market economics principles results in a greater degree of consensus. KEYWORDS: consensus, economists' views, change of opinions, transition economy. JEL Code: A11 INTRODUCTION How much do economists disagree? Various researchers have explored this question over the years (Kearl, Pope, Whiting, & Wimmer, 1979; Frey, Pommerehne, Schneider, & Gilbert, 1984; Block & Walker, 1988; Frey & Eichenberger 1992; Ricketts & Shoesmith, 1992; Alston, Kearl, & Vaughan, 1992; Becker, Walstad, & Watts, 1994; Fuller & Geide-Stevenson, 2003). In a profession with different theoretical and ideological approaches and competing schools of thought some disagreement is inevitable, however, while disagreement among economists is a part of economic tradition, many studies have found that there is more agreement than disagreement among economists in Northern American and Western European countries. This paper adds another dimension to the existing research by examining whether economists from the countries that are in the process of establishing market economies have achieved a similar level of agreement. By replicating the survey of opinions from Alston et al. (1992) in Belarus, this paper attempts to answer the following research questions: What is the degree of on economic issues among Belarusian economic educators? Did retraining programs in market economic principles shift these opinions? How do the results of the survey conducted in Belarus differ from the findings of the same survey among American economists? PREVIOUS RESEARCH ON CONSENSUS AMONG ECONOMISTS Over the last 30 years a number of studies have examined the areas of agreement and disagreement among economists over time and across countries. The first survey examined economic on 30 propositions. Kearl, Pope, Whiting, and Wimmer (1979) used the criterion of relative entropy. They concluded that there is among economists on most economic issues and found that 211 members of American Economic Association (AEA) tend to agree on textbook microeconomic and positively stated issues, but disagree about statements that involve macroeconomic concepts and have value judgments. Another study (F rey et al., 1984) analyzed the results of similar surveys conducted in France, Germany, Austria, and Switzerland and compared the responses to those from the USA. Although the results from each of the four European countries were different, the researchers found the least disagreement among economists regarding issues concerning the effectiveness of the price mechanism and the market system and that American, German, and Swiss economists tended to support typical textbook neoclassical propositions, while Austrian and French economists were more inclined to agree with broader government presence in the economy. Frey et al argued that possible causes for this disagreement could be different historical and cultural backgrounds. Canadian economists Block and Walker (1988) found that Canadian and U.S. economists have similar views on most propositions. In general, Canadian economists also tend to support the idea of effectiveness of the price mechanism in allocation, but they are less supportive of any interventionist policy by government than their American colleagues except in areas of government's redistributive role. …

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.

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)0.007
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.141
Threshold uncertainty score0.882

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.075
GPT teacher head0.326
Teacher spread0.251 · 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