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Gestión de la cadena de suministro del cacao: Estado del Arte<= span lang=3DES-TRAD style=3D'font-size:14.0pt;font-family:"Times New Roman",seri= f; mso-fareast-font-family:Calibri;mso-ansi-language:ES-TRAD'>

 =

Cocoa supply chain management: State of the Art

&= nbsp;

Kenneth Armuelles1 & Vanesa= E. Peñalba A.1* =

1Universidad Tecnológica de Panamá, Facultad de Ingeniería Indus= trial, Panamá=

 

*Autor por correspondencia: Vanes= a E. Peñalba A., vanesa.penalba@utp.ac.pa

Recibido: 10 de abril de 2023

 Acepta= do: 20 de noviembre de 2023

 <= /o:p>

= Resumen

 

El cacao es uno de los productos de may= or demanda a nivel mundial, destacado por sus características. Es un insumo de suma importancia en la industria confitera, en especial en la confección de chocolate, en la industria farmacéutica entre otras. Esto requiere de una = gran cantidad de actores que deben interactuar para lograr su producción, ademÃ= ¡s de enfrentarse a peculiares barreras para su funcionamiento. La presente investigación, busca agrupar los estudios realizados en torno a la gestió= n de la cadena de suministro del cacao, y a partir de ello resaltar los principa= les aportes que se han concluido en este campo de estudio. Para lo cual se revisaron alrededor de 30 publicaciones con respecto a la cadena de suminis= tro del cacao utilizando 10 plataformas virtuales. Una vez identificado los apo= rtes de la literatura existente, se plantea un modelo teórico de la cadena de suministro, identificando actores, procesos y demás elementos que comprend= e la cadena de suministro del cacao.

 

Palabras clave: cacao, producción, proceso, cadena de suministr= o y cadena de suministro del cacao.<= /i>

 =

 =


= Abstract

 

Cocoa is one of = the most demanded products worldwide, noted for its characteristics. It is a significant input in the confectionery industry, especially in the manufact= ure of chocolate in the pharmaceutical industry, among others. This requires ma= ny actors who must interact to achieve its production and face peculiar barrie= rs to its operation. This research seeks to group the studies carried out on t= he management of the cocoa supply chain and, from this point, highlight the ma= in contributions that have been concluded in this field of study. Around 30 publications regarding the cocoa supply chain were reviewed using ten virtu= al platforms. Once the contributions of the existing literature have been identified, a theoretical model of the supply chain is proposed, identifying actors, processes, and other elements that comprise the cocoa supply chain.=

 

 Key words: cocoa, production, process, supply chain and supply chain of cocoa<= /span>

 

 

 

 

 

 

 

 

Introducción

 

El cacao es un alimento altamente nutritivo que se posiciona en el tercer lugar después del azúca= r y el café en el mercado mundial. Como insumo para producir chocolate es aprecia= do por su sabor y sus beneficios nutritivos. Esta importancia lo convierte en = un producto de demanda significativa (Afo= akwa, 2014; Beg et al., 2017). El mercado mundial del cacao en gra= no ha reflejado un visible desempeño en los últimos años, debido a una crec= iente dinámica de la demanda en los mercados tradicionales de Europa y Estados Unidos, así como en los mercados de los países asiáticos (Oli= veros, D., & Pérez, 2013).

La mayor parte del cacao= del mundo se produce en los = países de Ãfrica occidental, con Costa de Marfil y Ghana representando el 60%de la producción mundial de cacao (Ofi= cina Económica y Comercial de España en Accra, 2018). La cadena de suministro Vila= na (2011) del cacao es muy compleja e incluye muchos actores diferentes. Comienza con los productores de cacao, que culti= van, cosechan, extraen, fermentan, secan y empacan los granos de cacao. Luego, l= os granos de cacao de varios agricultores son recolectados y, a menudo, mezcla= dos por compradores locales, comerciantes, estaciones de compras locales y exportadores hasta que llegan a la planta de fabricación (Sal= tini et al., 2013).

En Panamá se produce ca= cao en pocas cantidades, instituciones como el Ministerio de Desarrollo Agropecuario, tienen el objetivo de impulsar la actividad cacaotera, su producción, rendimiento y potenciar su comercialización, tanto en el merc= ado nacional como de exportación, y de esta forma mejorar la calidad de vida d= e las familias productoras (MID= A, 2018).

En el desarrollo del pre= sente artículo se analizan en primer lugar las publicaciones sobre la cadena de suministro del cacao (frecuencia de publicación, metodologías utilizadas), también, se realiza un análisis de contenido de las investigaciones identificadas, analizando las contribuciones aportadas por los investigador= es en la cadena de suministro del cacao. Finalmente, se exponen algunas sugerencias a través de un nuevo modelo teórico dirigido a orientar futur= as investigaciones.

La producción del cacao= está estrechamente relacionada con las condiciones medioambientales de la zona d= onde se cultiva. Los factores climáticos influyen en la producción de una plantación; por lo tanto, las condiciones térmicas y de humedad deben ser= satisfactorias para el cultivo por ser una planta perenne (Bar= rientos, 2015).

El cacao fresco tiene una vida útil extremadamente corta, por lo que los productores generalmente fermentan y secan sus propios granos, lo que es fundamental para el sabor d= el producto de chocolate final. Los productores suelen estar ubicados en zonas= remotas, lo que hace del transporte uno de sus mayores obstáculos para el éxito comercial, convirtiéndolos en el eslabón más débil y más disperso de l= a cadena (Hay= nes et al., 2012).

Para lograr un producto competitivo, diferenciado, debe ser considerada la integración de los diferentes eslabones de la cadena agro-productiva, donde todos son importan= tes Barr= ientos (2015). Se considera que la industria del c= acao se compone de 3 factores determinantes: producción, procesamiento y comercialización (Mor= ales et al., 2015), en los que intervienen principalmen= te 4 tipos de agentes: agricultores, acopiadores, exportadores y la industria procesadora. Así mismo la cadena comprende tres tipos de bienes: los prima= rios, cacao en grano; intermedios, manteca, polvo y pasta de cacao; y finales, chocolate y demás (Per= domo-Rosas, 2012).

La cadena de comercialización del cacao es desarrollada por intermediarios siendo la principal fuente de negociación para los pequeños productores. Una pequeÃ= ±a parte de los productores comercializa el cacao por medio de asociaciones y reciben un valor superior al pagado en el mercado, además de asesoría té= cnica. Como opción para mejorar los ingresos de los agricultores, se puede orient= ar en la formación de asociaciones que disminuye la problemática de comercializ= ación evitando al intermediario, como lo es también el comercio directo que perm= ite a los productores suministrar productos de cacao semiacabados a medida a fabricantes (Mor= ales-Intriago et al., 2018).

Los tres mayores centros comerciales europeos de cacao en grano son: Los países bajos, Alemania y Bélgica. En estos países, puede encontrar grupos de la industria donde los comerciantes, los molinos y los fabricantes están bien conectados y trabaj= an en sincronización (CBI, 2018).

La producción de cacao está aumentando significativamente, pero la calidad resultante sigue siendo baja y variada,= no radica en la falta de capacidad de la industria de procesamiento, sino en un fuerte compromiso para implementar correctas prácticas postcosecha, contro= l de plagas y demás procedimientos involucrados (Hariyati, 2016).

Diferentes estudios y encuestas muestran diferenci= as en las prácticas agrícolas relacionadas con el cultivo, la fermentación = y el secado de los granos de cacao; no solo entre países, sino también entre agricultores dentro del mismo país (Saltini et al., 2013). Según Lanz & Granado (2009) las diferentes razones por la que los agricultores no realizan la fermentación se deben a que el proceso requiere más tiempo, no poseen conocimientos ni estructuras adecuadas para desarrollarlo y la falta de incentivos.

El 86% de los encuestados en el estudio realizado = por (Oliveros, D., & Pérez, 2013)<= /span> consideran muy bajo el apoyo recibido del gobierno y los gremios, en ciertos casos favoreciendo a ciertos productores. Otra barrera que presenta= la cadena es la carencia de laboratorios especializados que permitan un mayor control de las plantaciones, así como también, el brote de diversas enfermedades del cacao, como lo son virus de brotes hinchados de cacao y va= ina negra (Urbanska, B., Miarka, D., & Kowalska, 2018).<= /o:p>

El diagnóstico expone las limitaciones de la cade= na de suministro del cacao por lo que, los fabricantes tienen expectativas aproximadas de los parámetros cualitativos por país de origen. Para evita= r la dependencia del país o del proveedor, a menudo los comerciantes de cacao o= los fabricantes mezclan diferentes lotes de granos de cacao con el objetivo de tener materias primas uniformes y constantes para producir productos finale= s e intermedios (Saltini et al., 2013).

Método

 

El presente estudio es de tipo descriptivo, median= te el Análisis Bibliométrico basado en el tema “Gestión de la Cadena de S= uministro del Cacao†debido a que el cacao se ha convertido en un rubro de gran importancia a nivel mundial con el paso del tiempo, y con ello los distintos actores que participan en la cadena de suministro del cacao. El análisis se llevó a cabo de manera sistemática, siguiendo la metodología propuesta p= or Medina López, C., Marín García, = J., & Alfalla Luque (2010), las mismas se identificaron en 10 bases de datos científicas: (1) Agro- FAO, (2) Dialnet, (3) Doaj, (4) Emerald,(5) ResearchGate,= (6) Scielo, (7) Science Direct, (8) Taylor and Fran= cis, (9) VirtualPro y (10) Wiley Online Library.

Se realiza una investigación descriptiva de la información que permite conocer la profundidad del tema, la metodología utilizada, la evolución de la cadena de suministro del cacao, canales de comercialización, la comparación de procesos y factores determinantes den= tro de la cadena. Partiendo de la literatura existente de la gestión de la cadena= de suministro del cacao, se reconoce un patrón de los eslabones de la cadena, basado en esos datos se presenta un modelo que será utilizado en futuras investigaciones.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Resultados

 

La Tabla 1, muestra la cantidad de publicaciones encontradas por revista indexada según su factor de impacto (JCR). Refleja= ndo que los estudios de la cadena de suministro del cacao son muy espontáneos debido a ellos se confirma la necesidad de estudios en este campo.

 

Tabla 1. Cantidad de publicaciones sobre la cadena de suministro del cacao por revista indexada en JCR

 

Revista

Cantidad

JCR

1

 Ciencia y= Tecnología

2

0.47

2

 Lebret

1

-

3

Agribusiness in Developing and Em= erging Economies

1

2.12

4

Agriculture and Agricultural Scie= nce Procedia

1

2.76

5

Antipode

1

1.47

6

Comprehensive Reviews in Food Sci= ence and Food Safety 

1

1.8

7

Computer & Industrial Enginee= ring

1

-

8

Critical Reviews in Food Science = and Nutrition

1

0.16

9

Cuadernos problemáti= cos de progreso en ciencias agrícolas

1

-

10

DYNA

1

-

11

ECA Sinergia=

1

1.03

12

Enfoque UTE

1

1.43

13

Equidad y Desarrollo

1

1.44

14

Food and Bioproducts Processing

1

-

15

Food Control

1

1.62

16

Food Research International =

1

0.38

17

INGE CUC

1

0.76

18

Neotropical Biodiversity

1

1.82

19

NJAS - Wageningen Journal of Life Sciences

1

-

20

Review of International Political Economy

1

-

21

Rural Studies

1

-

22

Russian Journal of Agricultural a= nd Socio-Economic Sciences (RJOAS)

1

-

23

Science of the Total Environment =

1

-

24

Semestre Económico<= /span>

1

1.66

25

Sustainability<= /p>

1

0.15

26

Sustainability Science

1

0.58

27

The internal trade journal <= /o:p>

1

1.45

28

Trends in Food Science & Technology

1

0.23

29

UDO Agrícol= a

1

2.84

Total de publicaciones

30

 

 

 

 

 

Como se muestra en la Figura 1, la frecuencia en desarrollo de investigaciones con relación a la gestión de la cadena de suministro del cacao no es muy extensa, la mayor cantidad de publicaciones = se desarrolló en el año 2018 y posteriormente desciende, por lo que, el desa= rrollo de esta revisión será de gran aporte a futuras búsquedas.

 

Figura 1. Frecuencia de publicaciones sobre la cadena de suministro del cacao=

 

En la Tabla 2, se clasifican las principales técn= icas empleadas en los artículos para desarrollar sus investigaciones. en el cua= l se puede resaltar que el estudio empírico resalta con 33% los estudios de tipo cuantitativo mientras que en el estudio teórico resalta en un 30% las revisiones de literatura.

 

Tabla 2. Técnicas de análisis de datos utilizados en los estudios

 =

Estudios empíricos

Cuantitativo

33%

Cualitativos y cuantitat= ivos

27%

Estudios teóricos

Cualitativos – concept= uales

10%

Revisiones de literatura=

30%

 

 =

 =

 

 

 

 

 

 

 

Costa de Marfil produce alrededor del 42 por cient= o (42%) del cacao total del mundo, pero procesa solo el 30 por ciento (30%) de la producción total, en este documento se desarrolla un modelo de simulación= que evalúa el desempeño de la logística de la cadena de suministro de Cacao = en Costa de Marfil (Mujica Mota et al., 2019). El estudio tiene como objetivo evaluar los impactos ambientales de= un chocolate negro italiano a través de una evaluación holística del ciclo = de vida, entiéndase como la cadena de suministro (Recanati et al., 2018). Este estudio intenta integrar el concepto de "vacíos institucionales" con el de literatura de "oportunismo en la relac= ión entre empresas" para examinar cómo crean espacio y condiciones para q= ue ocurran actividades ilegítimas en una cadena de suministro.

Utilizando los conocimientos de la producción y distribución de cacao en Ghana, descubrimos actividades como la manipulaci= ón, el ajuste de las balanzas y el contrabando como ejemplos de actividades ilegítimas y abusos en la cadena de suministro (Amankwah-Amoah et al., 2018). Con base en una investigación empírica realizada en torno al pla= n de reactivación de cacao "post-neoliberal" de Ecuador, identificamo= s la política de clase y los mecanismos de producción a través de los cuales = el valor y la renta escapan de las manos de una red estratificada de pequeños productores propietarios (Purcell & Estefania Martinez-Esguerra, 2018). El propósito de este documento es evaluar cuán rentable y técni= camente eficiente es la empresa de cacao en el estado de Ondo, Nigeria, especialmen= te en medio del programa de diversificación en curso de la administración ac= tual en Nigeria (Fawole & Ozkan, 2018).

El objetivo de la investigación es identificar el potencial del cacao y la cadena de suministro del cacao en 13 Ciudades en <= span class=3DSpellE>Sulawesi Central – India (Muslimin & Tallesang, 2017). La investigación busca determinar si el sector cacaotero cuenta c= on las características necesarias para convertirse en una actividad económic= a de enclave, además de registra las particularidades de la cadena productiva d= el cacao en el Plan Regional de Competitividad para el Departamento de Arauca = (Botero Cedeño, 2016). El objetivo de esta revisión fue identificar y estudiar los facto= res clave, incluidos los aspectos microbiológicos que afectan la calidad del chocolate, desde la cosecha de los granos hasta la fabricación de los prod= uctos terminados (Gutiérrez, 2017).

Esta revisión examinó los factores que influyen = en los volátiles del sabor de los granos de cacao y el volumen de trabajo que debe realizarse sobre estos factores y su impacto en los volátiles del sabor de= los granos de cacao comerciales (Afoakwa et al., 2016). En este trabajo, se usó una herramienta de simulación de procesos asistida por computadora para modelar y destrabar un proceso industrial de fabricación de cacao, con el objetivo de identificar un esquema de producc= ión económicamente viable que duplicaría la tasa de producción actual (Mariyono & Sumarno, 2015).

El sector del cacao se enfrenta a importantes desa= fíos logísticos relacionados con la estructura, trazabilidad limitada y falta de estándares de alta calidad. Diferentes estudios presentan una recurrencia = en las barreras presentes en la cadena de suministro del cacao.

En la figura 2 se presentan las barreras más comu= nes en los artículos seleccionados para el desarrollo de la investigación. La= falta de personal capacitado es la barrera de mayor frecuencia, los agricultores = son responsables de definir muchas de las características cualitativas de los granos de cacao, sin embargo, son muy tradicionales y no actualizan sus metodologías de siembra-cosecha con procesos tecnológicos. Por lo cual, al momento de que los acopiadores envían los lotes de cacao a los fabricantes= , estos reciben lotes muy heterogéneos de granos de cacao debido a las diversas prácticas agrícolas.

Figura 2. Barreras de la cadena de suministro del cacao

En los últimos años, se puede observar un esfuer= zo creciente en la implementación de sistemas que aumenten el desarrollo de la cadena de suministro del cacao. Para Saltini et al. (2013)= la solución de diversas barreras se basa en dos propuestas: (1) Estandarización de las actividades de los agricultores: si se alcanza una = mayor estandarización, el lote será más homogéneo y se aprovechará el potenc= ial de sabor de todos los granos de cacao. (2) Implementación de un sistema de trazabilidad: información detallada sobre cómo se manejan y tratan los gr= anos de cacao.

En otras propuestas, Gómez & Article (2015)<= /span>propone diversas herramientas que mejora como la asistencia técnica= en manejo postcosecha, el acceso a nuevas tecnologías o mejores insumos, el m= enor costo de los insumos y el acceso al crédito son cuatro de estos beneficios= , a menudo fundamentales para el desarrollo agrícola liderado por el mercado.<= /span>

En términos de asociaciones Quist, F., & Wessel (2015) resalta el apoyo recibido por COCOBOD en Ghana, con introducción de programas gratuitos de control de plagas y enfermedades, la introducción de paquetes de semillas híbridas, fertilizantes, insecticidas y fungicidas, mejores instalaciones de comercialización y reparación de carreteras en Ã= ¡reas de cultivo de cacao. Por otro lado, Barrientos (2015) destaca la importancia de integrar certificaciones de calidad.=

 

Modelo teórico cadena de suministro del cacao

 

Los autores buscan detectar los eslabones principa= les dentro de la cadena de suministro del cacao. Entre los que podemos destacar= los siguientes:

De acuerdo a los autores Oliveros, D., & Pérez (2013); = Pineda, E., & Téllez ( 2018) concuerdan en que la cadena de suministro cuenta con tres eslabones principales, producción – comercialización e industrialización. Desde = otra perspectiva, García-Cáceres et al. (2014) establece que la cadena además de los tres actores identificados p= or otros autores tiene dos actores extra, los proveedores y los centros de aco= pio.

Para Barrientos (2015) los agentes son una pieza fundamental, ya que, funcionan como un ce= ntro de control, donde llega y se despacha el cacao en diversas maneras. Además, presenta que la cadena consta de un eslabón productivo, transformación, comercialización y un consumidor final y de manera más general, No obstan= te Cañadas Salazar & Sablón Coss= ío (2019)sintetizan la cadena con cuatro actores, 1. productores, 2. acopio, = 3. transformación, 4. ventas y consumidores.

A través= de los años, múltiples autores se han dedicado a determinar los distintos fa= ctores involucrados en la cadena de suministro del cacao, debido a la amplia varie= dad de metodologías entre países, no existe una estandarización de procesos y metodologías, por lo que no se ha llegado a un consenso sobre los actores = en la cadena. En la búsqueda de reconocer una estructura de la cadena de suminis= tro del cacao, esta sección aspira a desarrollar un modelo de investigación b= asado en la incidencia de actores presentes en la cadena del cacao.

Dentro de la base de datos analizada, se identific= aron dos estudios cuyo modelado están encaminadas al foco de estudio, por lo qu= e es de carácter fundamental para el desarrollo de la investigación. Para efec= tos comparativos, la tabla 4 muestra las características y metodología emplea= da por los autores para el desarrollo de sus investigaciones. Por lo que, se prete= nde adaptar el modelo desarrollado por Pineda, E., & Téllez (2018) y la cadena presentada por Perdomo-Rosas (2012)<= !--[if supportFields]> para el planteamiento de un modelo teórico, con el fin de determin= ar los actores principales en la cadena de suministro del cacao.

 

 

Tabla 4. Cuadro comparat= ivo de modelos de investigación utilizados en estudios de la cadena de suminis= tro del cacao

 =

Autores

García-Cáceres et al. (2014)

Pineda, E., & Téllez (2018)

Título<= /span>

Caracteri= zación de las cadenas de abastecimiento y valor del cacao en Colombia<= span style=3D'font-size:9.0pt;font-family:"Times New Roman",serif;mso-ansi-lan= guage: ES-PA;mso-bidi-font-weight:bold'>

Modelado y simulación de la cadena productiva del cacao en Colombia

Propósi= to

El objeti= vo de este artículo es presentar la cadena de abastecimiento y de valor cacaotero en Colombia, para ello identifica agentes, fases, eslabones y factores que influyen desde sus inicios hasta el consumidor final<= i>

El objeti= vo de este artículo es presentar un modelo de simulación de la cadena prod= uctiva del cacao en Colombia.

Eslabone= s identificados

Fase Inicial

- Agricultor                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Fase Media

- Comercialización                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Fase Fina

- Consumidor= final=

Eslabón Primario - Agricultor                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Eslabón de Transformación                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Eslabón Comercialización

Herramie= nta<= /o:p>

Encuesta                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Revisión Literar= ia

Observación Directa                       =                                      Â=  Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â Â  Revisión Literar= ia

 =

 =

En este contexto, los autores proponen que la cade= na productiva del cacao la componen tres eslabones acordes con cada etapa del procesamiento del cacao: eslabón primario, eslabón de transformación y e= slabón de comercialización para Pineda, E., & Téllez (2018), por otro lado Perdomo-Rosas (2012)<= !--[if supportFields]> exponen fase inicial, media y final. La figura 3, muestra la fusión realizada entre los documentos seleccionados.

 

Figura 3. Modelo concept= ual de la cadena de suministro del cacao

Elaboración propia a pa= rtir de Perdomo-Rosas (2012); Pineda, E., & Téllez (2018)

 

El primer eslabón es donde se forma la mayor cant= idad de características del cacao por lo que es fundamental su evaluación, el segundo eslabón actúa como agente de calidad, se encargará de verificar = que todas las mediciones efectuadas por los agricultores sea la correcta. Como punto final la industria, el tercer eslabón será el mayor beneficiado por= que puede tener un mejor control de los lotes de materia prima que compra, debi= do a que conoce los aspectos de cada tipo de cacao para su debido proceso. Los f= lujos azules y rojo están con la finalidad de resaltar con colocar azul las etap= as que se deben aumentar y color, rojo las etapas que se deben aumentar.<= /o:p>

Como punto adicional, se presenta en la tabla 5 se muestran los parámetros que se considera de interés en la cadena, basado = en la literatura consultada, con el fin de dar un punto de partida para futuras investigaciones en el campo del cacao, a su vez, los indicadores aportaría= n un mejor manejo de la cadena y por ende dar mayor respuesta a la demanda mundi= al.

 

Tabla 5.  Descripción de l= as variables del modelo conceptual de la cadena de suministro del cacao

 <= /span>

ESLABÓN

ETAPAS

INDICADORES

 

Primer Eslabón <= o:p>

Siembra

Pronóstico de demanda<= /span>

 

Cosecha

Revisión de maduración

 

Postcosecha

Fermentado

 Cantidad de días para fermentar                       =                                      Â=  Â Â Â Â Â Â Â Â Â  Variación del ph

 

Secado

Duración del secado<= span style=3D'mso-spacerun:yes'>                       =                              Porcentaje de humedad

Segundo Eslabón =

Acopio

Local

Parámetros de tamañ= o, color y aroma

Exportador

Tercer Eslabón

Transformación

Tostado

Temperatura

Alcalinización

Acidez

Otros procesos industriales

Volumen, color y ot= ros

 <= /span>

 

 

 

Conclusiones

 

La literatura recolectada acerca de los principales aportes de la cadena de suministro del cacao a nivel mundial se registra de= sde el 2002 al 2019, registrando una trayectoria de investigación de 18 años = de la agroindustria cacaotera.

Se logró identificar una concurrencia de etapas d= entro de la cadena, a pesar de contar con investigaciones de diversos países generando que varios eslabones variaran por costumbres o cultura del país,= en términos generales la esencia de los 3 eslabones se mantenía. =

Los actores dentro de cada eslabón también tení= an características diferentes, principalmente el agricultor, ya que en la may= oría de los casos se basaban en su perspectiva para determinar los tiempos de fermentación, secado y demás procesos. Por consiguiente, es fundamental la realización de capacitaciones ya que, en este eslabón se producen la mayo= ría de los sabores que caracterizan al cacao.

Como resultado de esta investigación se elaboró = un modelo que presenta el panorama de la cadena de suministro del cacao, la cu= al cuenta con tres eslabones (producción, acopio y transformación) que agreg= an valor al cacao a medida que este avance.

 =

Agradecimientos

 

A la Facultad de Ingeniería Industrial por los cu= rsos brindados en el Semillero de Investigación.

 =

Conflicto de intereses

 =

Los autores declaran no tener conflicto de intereses.

 

Referencias

 

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= Armuelles & Peñalba. DOI= : https://doi.org/10.37387/ipc.v11i3.364=

<= o:p> 

Armuelles & Peñalba. = DOI: https://doi.org/10.37387/ipc.v11i3.364

= 20

Invest. pens. crit, 2023, 11 (3), 12-20

 

 

= 19

Invest. pens. crit, 2023, 11 (3), 12-20

 

 

Invest. Pens. Crit. (ISSN 1812-3864; eISSN 2644-4119)

Vol. 11,= No. 3, Septiembre – Diciembre 2023. pp. 12-20

DOI: https://doi.org/10.37387= /ipc.v11i3.364

Artículo Científico

&n= bsp;

 =

12

Invest. pens. crit, 2023, 11 (3), 4-16

 

 

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