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The Impact of the COVID-19 Pandemic on the Components of Germany’s Foreign Economic Activity

2022· article· en· W4313162956 on OpenAlex

Why this work is in the frame

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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

VenueBusiness Inform · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsRecessionCoronavirus disease 2019 (COVID-19)GermanEconomicsQuarter (Canadian coin)European unionPandemicEconomic impact analysisGross domestic productInternational tradeEconomic indicatorInternational economicsBusinessGeographyEconomic growthMacroeconomics

Abstract

fetched live from OpenAlex

Data from the German Federal Statistical Office show that economic production in this country decreased significantly in 2020, and gross domestic product decreased by 5% compared to the previous year. This means that the German economy suffered a deep recession in 2020 owing to the consequences of the COVID-19 pandemic, which disrupted the ten-year positive dynamics of economic growth. The purpose of the article is to define the features and characteristics of the impact of the COVID-19 pandemic on the components of Germany’s foreign economic activity. The place and role of Germany in world trade are considered. The impact of the consequences of the COVID-19 pandemic on the economic indicators of Germany and the European Union was examined, in particular, a significant drop in GDP in the second quarter of 2020. It is substantiated that the German economy is export-oriented and at the same time to some extent it is import-dependent. The impact of the COVID-19 pandemic on international trade in goods is outlined. In particular, since March 2020, there has been a significant drop in Germany’s exports and imports indicators owing to logistical problems and failures in supply chains. It is defined that motor vehicles and spare parts for them, as well as machinery and chemical products are the largest groups of goods among the exports and imports of Germany. Using the calculated RCA index, it was found out that according to these groups of goods, Germany also has comparative advantages. The dynamics of export and import volumes of the main commodity groups of Germany is presented. The prolonged impact of the pandemic, in particular the restrictive measures taken in the spring of 2019, on a significant drop in exports and imports in mid-April 2020 has been researched. It is proved that the high degree of openness of the German economy has increased macroeconomic stability in the context of the impact of the pandemic. It is found out that foreign economic activity is one of the important factors that helped the German economy cope with the COVID-19 crisis. A description of the successful EU policy in response to the consequences of the impact of the COVID-19 pandemic is given.

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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)0.002
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.609
Threshold uncertainty score0.876

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.090
GPT teacher head0.286
Teacher spread0.196 · 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