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Enregistrement W841602645

Predictive Analytics Point to Protracted Global Slowdown

2014· article· en· W841602645 sur OpenAlexaboutno aff
Evangelos Otto Simos

Notice bibliographique

Revue˜The œjournal of business forecasting · 2014
Typearticle
Langueen
DomaineEconomics, Econometrics and Finance
ThématiqueMonetary Policy and Economic Impact
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésEconomicsBusiness cycleInvestment (military)Economic recoveryRecessionGlobal recessionUnemploymentAnalyticsCapital goodGoods and servicesMacroeconomicsEconomy
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

GLOBAL ASSESSMENT AND OUTLOOKGlobal economic growth is forecast to remain subdued in 2015 as investment, the engine of sustainable growth, is expected to remain not only weak but also below the levels that prevailed at the end of 2014. In this phase of the global business cycle, the strength of the global economic recovery is fundamentally dependent upon business expenditures on capital goods as the initial momentum in consumer spending has been evaporated due to high unemployment rates, part-time employment, and stagnant wages for the employed.Investment Predictive Analytics for major countries- which shape the future path of the global business cycle- reveal business capital expenditures to be insufficient to stimulate solid economic growth and thus job creation in 2015. Executives from Brazil, Russia, and China-three of the four countries of the BRIC group that led the global economy to recovery from the great recession-assessed capital expenditures in the last quarter of 2014 to be disappointing for business growth; to be below the levels experienced at the end of 2013; and, most important, to remain inadequate for growth in 2015. Only in India do executives foresee a better investment climate for 2015 in comparison to the stagnation they experienced at the end of 2014.Assessments of business executives' opinions from Germany-the engine of European growth-as well as those from Japan and Australia have also formed pessimistic investment Predictive Analytics for 2015. In all three leading economies, capital expenditures at the end of 2014 were assessed to be insufficient for robust output growth similar to executives' experience in 2013; looking forward into 2015, executives expect capital expenditures to continue to be inadequate for solid business expansion. In sum, private sector business Predictive Analytics are not expected to lift global output growth to a higher path in 2015.The global economic outlook over the next two years is also based on two underlying public policy Predictive Analytics, which are expected to keep economic recovery restrained and fragile over the forecast horizon. First, fiscal policies will continue to be neutral due to high debt ratios. Second, on the monetary side, vague, ill-designed, and disruptive monetary policies will continue to be ineffective as they misallocate resources and redistribute income by adversely affecting the consumption and saving/investment individual decision-making process.II SHORT-TERM INDICATORS AND FORECASTSThe baseline forecast incorporates major findings of the World Economic Survey, which was conducted in the fourth quarter of 2014 by the German Ifo Institute and the Parisbased International Chamber of Commerce. About 1,100 executives from 120 countries have indicated that global economic activity dropped in the last quarter of 2014 to its lowest level since the third quarter of 2013 and, most important, it stands below its long-term trend. The major findings of the fourth quarter's survey are as follows:* Worldwide, executives evaluated the current economic situation, fourth quarter of 2014, to be below satisfactory levels, led by unsatisfactory levels of capital expenditures. They found the economic activity in their countries in the fourth quarter of 2014 to be slightly better than the economic conditions that prevailed in the fourth quarter of 2013. Regarding the future, executives are expecting economic conditions in the first half of 2015 to be slightly better than those experienced in the fou rth quarter of 2014.* On a regional basis, North American executives assessed the current economic situation to be above satisfactory levels although below economic activity from a year ago. Looking forward, business experts from the United States and Canada expect economic conditions to continue improving in the next six months but not as fast as at the end of 2014. In Asia, executives appraised the current economic situation to be at satisfactory levels but worse than a year ago; they were optimistic about the future, expecting economic activity in the next six months to be better than in the fourth quarter of 2014. …

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,001
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Simulation ou modélisation · Signal consensuel: Simulation ou modélisation
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,154
Score d'incertitude au seuil0,617

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0020,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,001
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,074
Tête enseignante GPT0,226
Écart entre enseignants0,152 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSimulation ou modélisation
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2014
Routes d'admission1
Résumé présentoui

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