L’enquête de la Réserve fédérale américaine auprès des responsables du crédit (SLOOS) éclaire sur la manière dont les changements de politique monétaire influent sur les critères d’octroi et la demande attendue de prêts. Au vu de la dernière enquête et des relations historiques, la croissance moyenne du volume des investissements des entreprises et des ménages sera très probablement négative au cours des prochains trimestres. De plus, des travaux de recherche récents montrent que, depuis 2009, l’impact maximal de la politique monétaire sur l’inflation pourrait être atteint plus rapidement. Compte tenu de la relation existant entre les critères d’octroi de prêts, la demande de crédit attendue et les investissements des entreprises et des ménages, ainsi que d’un possible raccourcissement des délais de la transmission monétaire, les décisions de la Réserve fédérale dépendront plus que jamais des données.
Les changements des taux directeurs influent sur la croissance économique et sur l’inflation à travers différents canaux. De ce fait, les effets de ces décisions ont tendance à se matérialiser avec des décalages plus ou moins longs.
Dans un numéro récent d’Ecoweek, nous avons analysé, à partir des résultats de l’enquête trimestrielle de la BCE sur le crédit bancaire, la relation entre, d’une part, les critères d’octroi de prêts des banques et la demande de crédit attendue et, d’autre part, la croissance du volume des investissements des entreprises et des ménages ainsi que celle de la consommation des ménages au cours des prochains trimestres[1]. Il apparaissait qu’un durcissement des critères d’octroi avait tendance à entraîner un ralentissement de la croissance des investissements des entreprises et de ceux des ménages réalisés dans le logement. En revanche, la relation avec la consommation des ménages était très ténue. Lorsque les banques de la zone euro tablent sur une demande de crédit faible (forte), la croissance ultérieure des investissements des entreprises et des investissements des ménages dans le logement est généralement faible (forte). La relation avec la consommation des ménages est, dans ce cas également, très ténue.
Nous avons réalisé une analyse comparable pour les États-Unis, basée sur l’enquête de la Réserve fédérale auprès des responsables du crédit (Federal Reserve Senior Loan Officer Opinion Survey ou SLOOS). Les résultats de cette analyse sont présentés dans les graphiques 1 à 6 ainsi qu’au tableau 1, qui montre le coefficient de régression et le coefficient de détermination R² pour différentes périodes[2].
Coefficient de régression et coefficient de détermination R2On observe une relation clairement négative entre le nombre net de banques signalant un durcissement des critères d’octroi de prêts aux entreprises et la croissance réelle moyenne des investissements des entreprises au cours des six prochains trimestres (graphique 1). Lorsque les banques tablent sur une demande de prêts industriels et commerciaux faible (forte), la croissance ultérieure des investissements des entreprises a aussi tendance à être faible (forte) (graphique 2). Les lignes verticales montrent que dans la dernière enquête (janvier 2023), les critères d’octroi de prêts étaient déjà plus restrictifs et la demande de crédit attendue, déjà faible par rapport aux données historiques.
S’agissant des investissements des ménages, qui consistent principalement en l’achat et la rénovation de logements, on observe également une relation négative entre les critères d’octroi de prêts des banques et la croissance réelle moyenne des investissements dans le logement au cours des quatre prochains trimestres (graphique 3). Une demande de crédit attendue faible est aussi associée à une contraction de l’investissement des ménages au cours des trimestres suivants (graphique 4). Dans la dernière enquête SLOOS, les critères d’octroi étaient déjà plutôt restrictifs, par rapport aux données historiques, tandis que la demande de crédit attendue était très faible et proche de plus bas historiques[3]. Enfin, concernant les dépenses des ménages, comme dans la zone euro, les relations avec les critères d’octroi de prêts et la demande escomptée sont très ténues même si elles sont assorties du signe (positif ou négatif) attendu.
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)
D’après ces résultats, la croissance moyenne du volume des investissements des entreprises et des ménages sera très probablement négative dans les prochains trimestres en l’absence de facteurs susceptibles d’exercer des effets de contrepoids[4].
L’un de ces facteurs pourrait être la fin rapide du cycle de resserrement monétaire par la Réserve fédérale, ce qui stimulerait la confiance en réduisant les craintes d’une nouvelle baisse de la croissance due à une hausse des taux. Cependant, à en juger par les données récentes — marché du travail, inflation — ainsi que par les commentaires de responsables de la Réserve fédérale, il faut encore s’attendre à de nouveaux relèvements des taux. La poursuite du durcissement dépendra des données, mais il sera aussi dicté par la vitesse de transmission attendue de la politique monétaire.
Lael Brainard a abordé ce dernier point dans un récent discours dans lequel elle mentionnait des études de 2004 et de 2015 indiquant qu’« il faut entre neuf et douze mois […] pour que les décisions de politique monétaire commencent à avoir un impact sur l’inflation, et plus encore pour que cet effet atteigne son point culminant ». Cependant, une étude plus récente montre que « les effets de la politique monétaire sur l’inflation se font sentir beaucoup plus tôt et culminent dans les dix premiers mois »[5].
Une note de recherche récemment publiée par la Réserve fédérale de Kansas City souligne également une accélération de l’effet du resserrement monétaire sur l’inflation — avec un impact maximal dans un délai de douze mois — dû à l’utilisation, depuis 2009, du bilan de la banque centrale (assouplissement quantitatif, resserrement quantitatif) ainsi que des orientations de politique monétaire (forward guidance)[6]. Selon les auteurs, du fait du recours à une gamme plus large d’instruments de politique monétaire, l’effet d’un durcissement monétaire risque d’être sous-estimé si l’on ne tient compte que du taux des Fed Funds. Une telle sous-estimation induirait une surestimation du décalage entre les changements de politique monétaire et leurs effets sur l’inflation.
Pour conclure, compte tenu de la relation entre les critères d’octroi de prêts, la demande de crédit attendue et les investissements des entreprises et des ménages, ainsi que d’un possible raccourcissement des délais de transmission monétaire, les décisions de la Banque centrale américaine dépendront plus que jamais des données.
William De Vijlder