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Innovación tecnológic= a y comercialización en la cadena de suministro de los productores de Don Julo: Revisión del estado del arte

 

Technological innovation and commercialization in the supply chain of the producers of Do= n Julo: A state of the art review

 

Max Renato Zúñiga López. [1], = Marco Aurelio Guamán Buestán. [2] & Alexander David Bautista Granda. [3= ]

 

Recibido: 06-07-2021 / Revisado: 20-07-2021 /Aceptado: 03-08-2021/ Publicado: 05-09-2= 021

 

 

Abstract.                                     DOI:  https://doi.org/10.33262/concienciadigital.v4i3.2= .1841  

Introduction: The Don Julo sector located in the Guachapala parish of the Paute Canton lacks an information system for the commercialization of agricultural products. This article is part of the research project " APLICACIÓN DE LA METODOLOGÍA STEAM ENFOCADO AL SUMAK KAWSAY EN LOS SECTORES VULNERABLES DE LA SOCIEDAD". Objective: Review the state of the art in the use of mobile devices, microservices, management models and IOT devices to measure the importance = of these areas in the food supply chain. Methodology: Around 30 articles from scientific databases such as: Google Scholar, Scielo, IEEE, Scopus from recent years were reviewed.= Results: Among the main findings = that these technologies, strategies and models allow to develop the connectivity= of farmers and consumers, establishing a sustainable omnipresent channel, as w= ell as IOT devices that are sensors capable of obtaining data in the different stages of the chain of supply, for example: geographic positioning of a cli= ent in the stage of commercialization. Conclusions: There is no contraindication to developing a supply chain management system using an architecture based on microfrontends, however, the management must have clearly identified processes that generate data.

Keywords: supply chain, = IoT devices, microservices, management model, web application development

 

Resumen.

Introducción: El sector de Don Julo ubicado en la parroquia Guachapala del Cantón Paute carece de sistema de información para la comercialización de los productos agrícolas. El presente artículo forma parte del proyecto de investigación “APLICACIÓN DE LA METODOLOGÍA STEAM ENFOCADO AL SUMAK KAWSAY EN LOS SECTORES VULNERABLES DE LA SOCIEDAD”. Objetivo: Revisar el estado de arte del uso de los dispositivos móviles, microservicios, modelos= de gestión y dispositivos IOT para medir la importancia de estos ámbitos en la cadena de suministro de alimentos. Metodología: Se revisaron alrededor de 30 artículos de las bases de datos científicas co= mo: Google Académico, Scielo, IEEE, Scopus de los ú= ltimos años. Resultados: Entre los principales hallazgos que dichas tecnologías, estrategias y modelos, permit= en desarrollar la conectividad de los agricultores y consumidores, establecien= do un canal omnipresente sostenible, así como, los dispositivos IOT que son sensores capaces de obtener datos en las distintas etapas de la cadena de s= uministro, por ejemplo: posicionamiento geográfico de un cliente en la etapa de comercialización. Conclusiones= :  No existe contraindicación para desarrol= lar un sistema de gestión de la cadena de suministros utilizando una arquitectura basada en microfrontends, sin embargo, la gesti= ón debe contar con sus procesos claramente identificados, que generen datos.

Palabras claves: cadena de suministro, dispositivos IoT, microservicios, modelo de gestión, desarrollo de aplicaciones web

=  

Intro= ducción.

El sec= tor de Don Julo, ubicado en el cantón de Guachapala, se caracteriza por su producción de tomate de árbol, distribuye sus produ= ctos agrícolas a la ciudad de Cuenca a una distancia aproximada de 50 kilómetros, los productores también venden sus productos por medio de intermediarios, l= os mismos que centran sus esfuerzos en maximizar sus ingresos en desmedro de l= os productores, aprovechando el factor perecedero del producto. Este problema causa una baja utilidad en la comercialización de los productos, debido a q= ue, la estrategia de marketing utilizada actualmente no aprovecha las ventajas competitivas incluyendo en la cadena de suministros, tecnologías de la información y comunicación (TIC). Como señalan Shukla<= /span> y Jharkharia (2013) existe un desajuste en= tre la oferta y la demanda debido a la ausencia de comunicación entre consumidores= y productores. 

Por lo= que, la innovación tecnológica se conseguirá con herramientas informáticas toman= do en cuenta tres ejes:  Desarrollo de contenido, conectividad y formación digital Abambari (2021). En el caso de la conectividad los dispositivos móviles hasta el año 2020 muestran un gran incremento en su uso, equipamiento y acceso a las tecnologías de la informa= ción y comunicación, como lo indica el INEC. De igual forma, el incremento del u= so de internet en la población demuestra que es la vía idónea para establecer = la comunicación, llevando la información de las necesidades del cliente final = al productor sin incurrir en costos altos. 

Una ca= dena de suministro agrícola (CSA) es un conjunto de actividades: consumo, producción, calidad, almacenamiento, transporte, distribución y comercialización (Tapia, 2016). La CSA requiere de una gestión efectiva que genere valor en el servicio al cliente, que, a su vez permita competir en m= ercados actuales que cada vez son más globales (Sanchis, 2009). Según Maru et al. (2018) los datos de entrada y salida de los componentes en una cadena de suministro debe tener cierta estandarización para que puedan ser usados fácilmente en cada etapa. Para conseguir esto es necesario basarse en model= os ya probados.

Además= de los dispositivos móviles, la conectividad en la cadena de suministros hace = uso amplio de estrategias de marketing digital para modernizar los procesos de comercialización en las empresas productoras (González, 2019).

En lo concerniente a la comercialización de los productos, las empresas son conscientes que las tecnologías mejoran la interacción entre los clientes y empresa en cuyo caso los clientes son los generadores de valor (González, 2020). El uso de las redes sociales crea ambientes de intercambio de información y experiencias de forma rápida, creando un entorno favorable pa= ra la aparición de canales de comunicación que lleguen a los consumidores fina= les en las grandes urbes (Maru et al., 2018).

Según Rodríguez (2018). La información que demandan los consumidores finales cuan= do desean comprar un producto agrícola son:

1.      Disponibilidad

2.      Calidad

3.      Sabor=

4.      Saludable

5.      Frescura

6.      Conveniencia

7.      Innovación<= /o:p>

8.      Cuidado

9.      Precios

10.  Rastreabilidad

Las ca= denas de suministro, están orientadas a captar toda información oportuna, permiten satisfacer las necesidades de demanda de los clientes, deben predecir la demanda (Hasbleidy y Sánches, 2014). Todos los métodos empleados para pronosticar las ventas tienen el origen en los datos= y dependiendo del mercado estos datos deben estar disponibles lo más pronto posible.

Por ot= ra parte, el uso de tecnología es ampliamente recomendado por los artículos revisados, entre ellos: los sistemas de información, aplicaciones web, dispositivos móviles, IoT, microservicios y almacenamiento en la nube entre otros. 

De acu= erdo a la definición de Pressman (2010). La arquitectura de software se refiere a = un grupo de programas, organizados y estructurados, trabajando de manera colab= orativa, es decir, la forma en la cual sus componentes se comunican interna o externamente. Las arquitecturas de software pueden ser clasificadas por estilos: monolíticas y microservicios.

Aunque cualquier estilo de arquitectura permite el desarrollo de una aplicación we= b, difieren en su enfoque. Por un lado, las monolíticas se enfocan en compartir sus recursos en la misma máquina y son desarrollados por un equipo técnico interdisciplinario, por otra parte, los microservicios se enfocan en servic= ios que colaboran entre ellos y son desarrollados por múltiples equipos técnicos interdisciplinarios por servicio Bucchiarone (2= 018).

La fin= alidad de este artículo es revisar el estado del arte, que permita determinar las tendencias tecnológicas para el desarrollo de una aplicación web, que evite= los intermediarios y permita la conectividad omnipresente entre los productos y consumidores, utilizando un CSA con estrategias de marketing digital apropiadas.

Metodologia.

El dis= eño de la metodología empleada es de tipo exploratorio con un enfoque cuantitativo= . Se revisaron 30 artículos en bases de datos científicas como: IEEE, Google académico, Dialnet, Scielo y Redalyc. Filtrado por año de publicación, en su mayoría no mayor a cinco años de antigüedad y utilizando los siguientes criterios de búsqueda: agriculture and trade, aplicaciones móviles y comercialización de pro= ductos agrícolas, tecnologías de la información y cadenas de suministros, microservicios, administración de cadenas de suministro, decision making supply chain agricultura. Por medio de una revisión sistemát= ica se extrajeron las tendencias tecnológicas aplicadas a una CSA. Utilizando el siguiente método:

·&nb= sp;        Definir criterio= s de búsqueda.

·&nb= sp;        Selección de bas= es de datos científicas.

·&nb= sp;        Revisión artícul= os.

·&nb= sp;        Extracción de da= tos.

·&nb= sp;        Identificar ámbi= to y dominio

·&nb= sp;        Establecer impor= tancia

·&nb= sp;        Discusión.<= /o:p>

Resultados.

Tabla 1

Artículos científicos analizados.=

Código

Título

Autor y año

1

Tecnologías de la información y comunicación = en el sector agrícola: la e-agricultura

(Abambari et al., 2021)

2

Inbound marketing para la comercialización de produc= tos agropecuarios a través de aplicaciones móviles en la ciudad de Machala

(Gonzalez Gonzalez y Ronquillo Carrion, 2019)

3

DESARROLLO DE UNA PLATAFORMA DE COMERCIO DIGI= TAL PARA EL CENTRO DE DISTRIBUCIÓN DE PRODUCTOS AGRÍCOLAS EN EL CORREGIMIENTO AZÚCAR BUENA-CESAR

(Tovar et al., 2= 019)

4

Aplicaciones móviles aplicadas desde estudios universitarios al Inbound marketing para la comercialización de productos agropecuarios.

(González et al., 2020)

5

Aplicación móvil para la compra de productos y servicios en línea en el cantón Chone

(Loor et al., 2019)

6

Aplicación móvil como estrategia para la comercialización de productos agropecuarios

(Mojica et al 2018)

7

Los Sistemas de Información para lograr un desarrollo competitivo en el sector agrícola

(Rea-Sánchez  et = al., 2015)

8

Comercialización de los productos y servicios= de la ciencia: retos y perspectivas. Revista Cubana de Ciencia Agrícola

(Díaz, 2014)

9

Aplicación de las TI’s a la Cadena de Valor Agrícola para Productores de Agricultura Protegida

(Rodríguez-Lemus et al., 2018)

 10

Social media marketing en empresas agrícolas cubanas.

(Perdigón y Viltres, 2021)

 11

Estrategias de comercialización. En Ramírez-Ortiz, M.E. (Ed.). Tendencias de Innovación en la Ingeniería de Alimentos

(Arechavaleta, 2015)

12

Diseño de la cadena de suministro agroaliment= aria de la berenjena en Córdoba-Colombia mediante la integración del modelo SC= OR y el enfoque de optimización

(Tapia, 2016)

13

Research and application of micro frontends. = In IOP Conference Series: Materials Science and Engineering (Vol. 490, No. 6= , p. 062082)

(Yang et al., 2019)

14

De Smet, T. Micro frontend architecture for c= ross framework reusability in practice

(De Smet, 2020)

Tabla 1

Artículos científicos analizados. (con= tinuación)

Código

Título

Autor y año

15

Motivations, benefits, and issues for adopting Micro-Frontends: A Multivocal Literature Review. Information and Software Technology=

(Peltonen at al.,= 2021)

16

From Backend to Frontend-Case study on adopti= ng Micro Frontends from a Single Page ERP Application monolith (Doctoral dissertation, Wien)

(Kroiß, 2021)

17

Micro-frontends: application of microservices= to web front-ends

(Pavlenko et al.,= 2020)

18

From monolithic to microservices: An experien= ce report from the banking domain

(Bucchiarone et al, 2018)

19

Modelos y configuraciones de cadenas de suministro en productos perecederos

(Sánchez y 2014)

20

Predicting supply chain performance based on = SCOR metrics and multilayer perceptron neural networks

(Lima-Junior y Carpinetti= 2019)

21

Achieving Sustainable Performance in a Data-driven Agriculture Supply Chain: A Review for Research and Applicati= ons

(Kamble et al., 2= 020)

22

Food supply chain management: systems, implementations, and future research

(Zhong et al., 2017)

23

Técnicas para el Modelado de Procesos de Negocio en Cadenas de Suministro

(Sanchis et al., 2009)

24

Determinantes y modelos para medir el desempe= ño de una cadena de suministro agroalimentaria: una revisión de la literatur= a

(Ortiz y Jiménez, 2017)

25

Implementación de las TIC´S en la gestión de inventario dentro de la cadena de suministro

(Becerra-González et al., 2017)

26

Data-driven agriculture for rural small holdi= ngs

(Taylor y Amidy, = 2020)

27

Digital and Data-Driven Agriculture: Harnessi= ng the Power of Data for Smallholders

(Maru et al, 2018)

28

Data-driven food supply chain management and systems

(Zhong et al., 2017)

29

Metodología de Gestión de Inventarios para determinar los niveles de integración y colaboración en una cadena de suministro

(Salas-Navarro, 2017)

30

Agri‐fresh produce supply chain managem= ent: a state‐of‐the‐art literature review

(Shukla y Jharkharia, 2013)

Tabla 2

Importancia de los dominios encontrados en la investigación

Dominio

Ámbito

Referencia artículo

Frecuencia

Importancia

TIC’s

Plataformas digitales, desarrollo y complejid= ad

1, 2, 3, 5, 6, 7, 8, 9, 13, 15, 16, 17, 18, 2= 2, 25 

15

50%

Marketing

Evitar el uso de agentes intermediarios, Automatización, Modelos

2, 3, 4, 13, 14, 16, 19, 23, 29, 30

10

33%

TIC’s

Conectividad y/o Accesibilidad a áreas rurale= s

3, 5, 6, 7, 10, 27

6

20%

Marketing

Comercialización

1, 2, 3, 4, 5, 6, 7, 8, 19

9

30%

Agricultura

Sostenibilidad

1, 2, 7, 8, 9, 12, 15, 17,21, 22, 24, 26, 27<= /span>

13

43%

Marketing

Posicionamiento,  Contenido, Estrategias y Competitividad

10, 11, 13, 15, 16, 19, 20, 24, 25, 26=

10

33%

IoT

Big data,  toma de decisiones

27, 28

2

7%

=  

De acuerdo a la bibliografía revisa= da. El 50% de los autores concuerdan que las plataformas digitales aportan al desarrollo de la CSA. Las plataformas que destacan son: móviles y web. También hacen referencia a la innovación tecnológica un factor clave en el = proceso del CSA. Por lo tanto, las aplicaciones web basadas en arquitecturas de microservicios son de especial interés para el control de la complejid= ad de los procesos de producción, gestión, comercialización y distribución de = las CSA.=

La sostenibilidad (43%) es el segun= do ámbito más importante tratado por los autores, partiendo del hecho de que es necesaria la comunicación entre productores y consumidores para predecir la demanda, sobre todo en productos perecibles, se requiere de tecnología para aplacar esta carencia. 

Si bien la innovación tecnológica e= s la primera opción para impulsar una CSA, esta se vuelve difícil implementarla cuando se trata de sectores rurales, muestra de ello es la aparición de 20 = % de importancia de la accesibilidad de las TIC 's en los artículos revisados. Entonces, se debe considerar los componentes tecnológicos estrictamente necesarios para lograr la comunicación, intentando siempre adaptarse a la capacidad financiera de los agricultores de estas áreas.=

En tercer lugar, con el 33%, la intervención de los intermediarios son un problema para los productores, pu= esto que, pierden el control en el precio de los productos y participación en el mercado. Para evitar a los intermediarios es necesario el uso de las <= span class=3DSpellE>TIC’s a la CSA por medio de procesos automatizados y modelos de negocio orientados a la gestión de las CSA.  =

Los procesos de comercialización, s= on el 30% en la escala de importancia, requiere innovación de las estrategias = de marketing, necesitan establecer conectividad entre las áreas rurales y urba= nas, demandan mejorar la calidad de los productos agrícolas, permiten brindar va= lor agregado a los consumidores. Es aquí donde, es importante mantener una CSA automatizada que permita recolectar datos, analizarlos y posteriormente int= erpretarlos para tomar decisiones que permitan mejorar los procesos de comercialización= ya mencionados.

Las redes sociales, hoy en día, son consideradas como plataformas de intercambio tanto de información como de experiencias. En la revisión de la literatura realizada un 33% corresponde = al marketing, en este ámbito se promueve la entrega de un agregado de valor al cliente. El sector productor de alimentos agrícolas requiere una estrategia= de marketing digital, la misma que permita llevar un contenido valioso acerca = del producto al consumidor a través de las redes sociales. El uso masivo de est= as plataformas también permite un posicionamiento del producto en el mercado.<= /span>=

Las CSA que operan con productos frescos requieren contar con información lo más cercano al tiempo real, esto permite predecir la demanda. Esto es posible con la inclusión de tecnologías como el internet de las cosas (IoT), si bien en= la literatura revisada IoT apenas aparece una importancia del 7%, será muy importante cuando toda la CSA requiera intercambiar información entre sus etapas. Los sensores IoT son los encargados de capturar los datos, luego estos datos son convertidos en información útil para la toma de decisiones, que ayude a def= inir la planificación en una producción.

Conclusiones.

·      =    La cadena de val= or de una CSA no es ajena a otros sistemas de gestión, es importante que se establezcan procesos, donde exista interrelación entre las actividades. Una= vez identificado el flujo de información necesario para la cadena, el siguiente paso es la innovación con tecnología, para ello, la generación de datos en tiempo real es clave. Por consiguiente, tecnologías emergentes como IoT constituyen la alternativa a aplicar.  =

·         La CSA basada en= datos usa la gran cantidad de datos que generan sus procesos, pero aún va más all= á, permite conocer los datos correctos en el momento justo. Esto promueve una = toma de decisiones más eficaz. La implementación de este tipo de tendencias requ= iere de herramientas y aplicaciones que se adecuen a las situaciones específicas= de los productores.

·         Los microservici= os son un enfoque moderno del desarrollo de software que resuelven los problemas de escalabilidad que mantienen actualmente los sistemas monolíticos. Son aplicables en proyectos con equipos en su mayoría experimentados en el desarrollo de software. Aunque los microservicios amplían las capacidades de los monolíticos también agregan mayor complejidad al desarrollo del sistema= . No obstante, en la revisión bibliográfica, no se halló ninguna contraindicación para desarrollar un sistema de gestión de la cadena de suministros utilizando una arquitectura basada en microfrontends. Por lo que, en respuesta a la pregunta de esta sección no es mejor un enfoq= ue monolítico o microservicio, todo depende de la naturaleza del proyecto de software a desarrollarse.

 

Referencias bibliográficas.

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Arechavaleta Vázquez, E. F. (2015). Estrategias en formas de comercialización. En Ramírez-Ortiz, M.E. Tendencias de Innovación en la Ingeniería de Alimentos. Barcelona, España: OmniaScience Monographs. 169-195.  http://dx.doi.or/10.3926/oms.292

Bucchiarone, A., Dragoni,= N., Dustdar, S., Larsen, S. T., & Mazzara, M. (2018). From monoli= thic to microservices: An experience report from the banking domain. Ieee Software, 35(3), 50-55. https://doi.org/10.1109/MS.2018.2141026

Becerra-G= onzález, K., Pedroza-Barreto, V., Pinilla-Wah, J., y Vargas-Lombardo, M. (2017). Implementación de las TIC´ S en la gestión de inventario dentro de la cadena de suministro. Revista de iniciación científica, 3(1), 36-49. https:/= /revistas.utp.ac.pa/index.php/ric/article/view/1696

Díaz, J. A. (2014). Comercialización de los productos y servicios de la ciencia: retos y perspectivas. Revista Cubana de Ciencia Agrícola, 48(1), 21-24. https://www.redalyc.org/pdf/1930/193030122007.pdf=

De Smet, T. (2020). Micro frontend architecture for cross framework reusability in practice. Universite= its Biblio Theek Gent.<= /i> https://l= ibstore.ugent.be/fulltxt/RUG01/002/946/106/RUG01-002946106_2021_0001_AC.pdf=

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PARA CITAR EL ARTÍCULO INDEXADO.

 

 

Zúñiga López, = M. R., Guamán Buestán, M. A., & Bautista Grand= a, A. D. (2021). Innovación tecnológica y comercialización en la cadena de sumini= stro de los productores de Don Julo: Revisión del estado del arte. ConcienciaDigital, 4(3.2), 6-18. https://doi= .org/10.33262/concienciadigital.v4i3.2.1841

 

 


 

 

 

El artículo que se publica es de exclusiva responsabilidad de los autores y no necesariamente reflejan el pensamiento de la Revista Concienc= ia Digital.

 

El artículo qu= eda en propiedad de la revista y, por tanto, su publicación parcial y/o total en otro medio tiene que ser autorizado por el director de la Revista Conciencia Digital.

 

 

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[1] Instituto Tecnológico Superi= or Sudamericano, Azuay, = mzuniga@sudamericano.edu.ec, https://orcid.org/0000-0002= -3720-562X

[2] Instituto Tecnológico Superior Sudamericano, Azuay, maguaman2= @sudamericano.edu.ec, https://orcid.org/0000-0001-9544-2220

[3] Instituto Tecnológico Superior Sudamericano, Azuay, adbautista@sudamericano.edu.ec, https://orcid.org/0000-0001-8943-526X

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www.concienciadigital.org

                                                 =                                                                       ISSN: 2600-5859

                                                    =                            Vol. 4, N°3.2, p. 6-18, sep= tiembre, 20 21

 

Diseño Educativo                                                =                                                                =                                  Página 12<= /span>

 

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