BID : ¿Por qué están aumentando los costos de transporte del comercio internacional?Lee el blog
¿Por qué están aumentando los costos de transporte?
Lo que revelan las importaciones de Estados Unidos
November 25, 2021 by Juan Blyde - Christian Volpe Martincus
Durante los últimos 18 meses, el costo de los envíos internacionales de bienes se ha incrementado de manera vertiginosa. El precio promedio del flete de las importaciones de Estados Unidos, basado en el valor del cargamento, aumentó un punto porcentual con respecto a los niveles prepandémicos (ver Gráfico 1)[1]. El costo promedio de flete de un contenedor global de 40 pies subió más de cinco veces desde el inicio de la pandemia, con aumentos que superan las ocho veces en rutas como la de Shanghái a Los Angeles.
En este blog aportamos algunas reflexiones iniciales acerca de la naturaleza y los impulsores de esta tendencia en los costos de transporte y discutimos algunas de sus implicaciones para América Latina y el Caribe.
Gráfico 1: Precio promedio del flete ad valorem de las importaciones de Estados Unidos
Fuente: BID a partir de datos de la Oficina del Censo de los Estados Unidos.
Costos de transporte para distintos productos y regiones
Si nos centramos en las importaciones estadounidenses de todos los países del mundo, el Gráfico 2 presenta la desviación de los precios del flete ad valorem respecto de los “niveles normales” para los productos manufacturados y no manufacturados (agrícolas y mineros)[2]. La presencia de una banda por encima de cero indica que los costos de transporte son superiores a lo “normal”, dada la composición del comercio entre los países socios y la estacionalidad[3]. Los resultados revelan que el costo de envío de los productos manufacturados empezó a desviarse de forma marcada en la segunda mitad de 2020. En cambio, los precios del flete de los bienes no manufacturados mostraron más heterogeneidad con el tiempo y solo difirieron significativamente del valor de referencia en los últimos meses[4].
Gráfico 2: Precio del flete ad valorem de las importaciones de Estados Unidos, por sector
(Desvíos de los niveles normales)
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)
Fuente: Estimaciones del BID a partir de datos de la Oficina del Censo de los EE. UU.
Un ejercicio similar basado en las regiones de origen (Gráfico 3) muestra que las importaciones de Asia parecen estar impulsando la mayor parte del incremento de los precios del flete. En particular, los costos de transporte asociados con las importaciones estadounidenses provenientes de Asia reflejan desde mucho antes una tendencia por encima de lo normal. Muestran niveles marcadamente más altos que los que corresponden a las importaciones provenientes de América Latina y Europa, que solo mostraron una tendencia por encima de lo normal en los últimos meses.
Gráfico 3: Precio del flete ad valorem de las importaciones de Estados Unidos, por regiones de origen seleccionadas
(Desvíos de los niveles normales)
Fuente: Estimaciones del BID a partir de datos de la Oficina del Censo de los EE. UU.
En general, los Gráficos 2 y 3 indican que las importaciones de manufacturas asiáticas están desempeñando un papel central en el reciente incremento de los costos de transporte. La pregunta que surge es, ¿por qué?
Impulsores del aumento de los costos de envío
Una confluencia de fuerzas, primordialmente relacionadas con COVID-19, parece estar detrás de esta tendencia. Por un lado, la necesidad de implementar medidas para detener la propagación del virus implicó un aumento de las demoras de los trámites portuarios, lo que llevó a situaciones de congestión, cuellos de botella e incrementos de los costos. En principio, esto podría haber afectado las importaciones provenientes de todos los orígenes, pero como muestra el Gráfico 3, las importaciones asiáticas fueron las que impulsaron el aumento.
Por consiguiente, debe haber otros factores en juego. Una de las posibles explicaciones es el fuerte aumento de la demanda de importaciones asiáticas producto de las modificaciones de los patrones de consumo relacionadas con la pandemia. Incentivado por los cierres, el gasto se desplazó de servicios como el cine, los restaurantes y membresías a gimnasios, al consumo de bienes físicos (enlaces en inglés).
Esta modificación de los patrones de consumo hacia los bienes manufacturados fue satisfecha, en gran parte, por las importaciones de productos asiáticos. Por ejemplo, durante los primeros siete meses de 2021, las importaciones provenientes de Asia ya se encontraban un 11,7% por encima comparadas con el mismo período de 2019, mientras que las importaciones provenientes de América Latina y Europa solo estaban un 2,9% y un 2,5% arriba de sus niveles anteriores, respectivamente[5].
Un ejemplo que ilustra claramente tanto el cambio de los patrones de consumo como la mayor demanda de bienes manufacturados provenientes de Asia es el fuerte incremento de las importaciones de equipos de ejercicio. Inducida por los confinamientos —que incluyeron el cierre de los gimnasios—, la demanda de bicicletas fijas, cintas para correr, bancos de remo y otros equipos de ejercicio se disparó.Así, en los primeros siete meses de 2021 las importaciones estadounidenses de equipos de ejercicio crecieron un 167% comparadas con el mismo periodo de 2019. Este abrupto incremento de la demanda fue mayormente cubierto por bienes asiáticos, como se observa en el Gráfico 4 (panel izquierdo)[6].
Otro ejemplo es el aumento de la demanda de electrodomésticos, debido a la mayor permanencia de las personas en sus hogares. Por ejemplo, el panel derecho del Gráfico 4 muestra el incremento de la demanda de aspiradoras y electrodomésticos relacionados que, una vez más, fue satisfecha principalmente por Asia.
Gráfico 4: Importaciones de Estados Unidos
Fuente: BID a partir de datos de la Oficina del Censo de los EE. UU.
En general, el aumento de la demanda de bienes manufacturados (de consumo) inducido por COVID-19, cubierta principalmente por los países asiáticos, enfrentó restricciones del lado de la oferta relacionadas con tiempos de tramitación más largos, congestión portuaria y retrasos, que contribuyeron al incremento de los costos de envío[7]. Una limitación adicional es que la capacidad de oferta de la industria naviera tarda tiempo en reaccionar[8].
Un efecto dominó
El fenómeno descrito anteriormente se está volviendo más global. Un contenedor que se mantiene en tierra más tiempo que el habitual no se puede utilizar para nuevos embarques o rutas adicionales. De manera similar, los buques que se embarcan para cubrir rutas con altos fletes privan de capacidad a otras rutas[9]. Los Gráficos 2 y 3 ya muestran algunos signos de este efecto dominó, dado que los fletes asociados con América Latina y Europa, así como los asociados con bienes no manufacturados, han aumentado recientemente por encima de lo normal.
Perspectivas futuras
Dada la naturaleza de las fuerzas involucradas, parecería razonable esperar que estas perturbaciones sean transitorias. A medida que aumente la cantidad de personas vacunadas y se levanten las restricciones impuestas por la pandemia, los consumidores deberían empezar a derivar sus gastos nuevamente a restaurantes, hoteles, gimnasios y otros servicios, aliviando así la presión en los bienes importados. Asimismo, es de esperar que las medidas adoptadas en las operaciones portuarias que prolongan los tiempos de tramitación disminuyan a medida que se controle la pandemia, lo cual reduciría las demoras y las congestiones. No obstante, que sea transitorio no significa ni que pueda resolverse inmediatamente —ya que las condiciones actuales pueden persistir durante algún tiempo— ni que no pueda tener consecuencias duraderas.
Mientras tanto, es claro que hace falta realizar más análisis. Investigaciones del Sector de Integración y Comercio del Banco Interamericano de Desarrollo incluyen separar las tendencias de los costos de transporte por ubicación del puerto (en Estados Unidos) y ahondar acerca de la relación entre los confinamientos y los costos de transporte. Asimismo, estimar el impacto del aumento de los costos de envío en los flujos de comercio originarios de la región, tanto en el margen extensivo (la cantidad de empresas exportadoras) como en el margen intensivo (las exportaciones promedio por empresa) y entre las distintas categorías de productos (por ejemplo, bienes intermedios versus bienes finales), entre otros temas. Los resultados de estos estudios brindarán nuevas perspectivas para ayudar a los países a identificar las respuestas de políticas adecuadas y guiar el apoyo operativo del BID a dichas iniciativas.
[1] La línea roja corresponde a los valores suavizados.
[2] La expresión “niveles normales” se refiere a los niveles que pueden explicarse por factores históricos de los países y los productos. De un modo más técnico, el gráfico muestra los coeficientes estimados de la variable T en la siguiente regresión: Y(cpym)=FE(cp)+FE(m)+Z(jj) x T(ym)+e(cpym); donde Y(cpym) es el precio del flete ad valorem asociado con las importaciones estadounidenses del país c, el producto p, el año y y el mes m; FE(cp) es un efecto fijo a nivel del país-producto; FE(m) es un efecto fijo a nivel del mes; Z(jj) es una variable indicadora de cada categoría de producto (o categoría de la región de origen en el gráfico 3), T(ym) es un efecto fijo a nivel del año-mes, y e(cpym) es el término de error.
[3] La banda representa intervalos de confianza del 95%.
[4] La mayor dispersión de los precios del flete de los bienes no manufacturados se ve reflejada en la amplitud de la banda que representa su evolución.
[5] Las importaciones asiáticas de bienes de consumo y de capital mostraron los mayores crecimientos al aumentar un 15,3% y un 14,8% en los primeros siete meses de 2021 comparadas con el mismo período de 2019.
[6]La participación de Asia pasó del 92% en los primeros siete meses de 2019 al 97% en los primeros siete meses de 2021.
[7] Esto no descarta el papel desempeñado por otros factores, como los aumentos del precio de los combustibles y las consecuencias asociadas con los cambios de la estructura de la industria del transporte producidos a lo largo de la última década.
[8] Por ejemplo, la construcción de un buque portacontenedores puede demorar un año.
[9] Hay más contenedores abandonando Asia que regresando al continente, y un exceso de contenedores en los puertos sin forma de “volver a casa”.
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