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www.visionariodigit= al.org

                                                 =                         

                                                            ISSN: 2602-8506=

                                   Vol. 3, N°4., p.05-19, octubre - diciembre, 2019

 


Recibido: 15= -06-2019 /Aceptado:29-07-2019/ Publicado: 05-10-2019

La neuroeconomía y su contribución a la teoría del comportamiento del consumidor

The neuroeconomy and its contributio= n to the consumer behavior theory

 

Jacqueline Carolina Sánchez L= unavictoria.[1], = Carlos Augusto Delgado Rodriguez.[2], = Paulina Fernanda Bolańos Logrońo.[3] & Jenny Isabel Chávez Rojas.[4]

DOI: https://doi.org/10.33262/vis= ionariodigital.v3i4.949

Abstract

This document addresses in its theoretical context= the contribution of neuroeconomics to the theory of consumer behavior, in its practical context the research presented has as its main objective to deter= mine which are the most important factors that characterize the behavior of consumption of the inhabitants from the city of Riobamba, results that will= serve as a consultation for future research or to refine strategies in the field = of marketing

Keywords: Neuroeconomics, neuroscience, consumer behavior, neuromarketing

               Resumen

El presente docume= nto aborda en su contexto teórico el aporte de la neuroeconomía a la teoría del comportamiento del consumidor, en su contexto práctico la investigación que= se presenta tiene como principal objetivo determinar cuáles son los factores m= ás importantes que caracterizan el comportamiento de consumo de los habitantes= de la ciudad de Riobamba, resultados que servirán de consulta para futuras investigaciones o para afinar estrategias en el campo de la mercadotecnia.<= o:p>

Palabras claves: neuroeconomía, neurociencia, comportamiento del consumidor, neuromarketing

Introducción

La neuroeconomía nace como una ciencia que pone en duda la teoría clásica del comportamiento del consumidor. Los mercados son cambiantes, las realidades fluctúan con el paso del tiempo, dando lugar a nuevos aportes de la neurociencia en la parte social y más aún en el comportamiento del ser humano que tienen incidencia directa en la actividad económica del mismo. Los mercados se abren a nuevos paradigmas del consumid= or, temas que ya se consideraban desde hacía mucho tiempo, desde la creación de teorías económicas de Carlos Marx, se intuían ya las ideas de que el ser hu= mano es un ser emocional, que requiere de bienes y servicios que le ańadan emoci= ón a su vida.

El estudio del cerebro y sus componentes es el tema que por varios ańos ha generado grandes desafíos, en muchas disciplinas que abordan este argumento, y las ciencias económicas no se han quedado atrás, pensar en que es posible tomar decisiones en política pública que considere= n la parte humana y su beneficio, es la manera en la que el sistema económico se= ría totalmente compatible con las necesidades de sus habitantes. La ciencia económica reconoce que el consumidor toma decisiones influenciados por la p= arte afectiva y la parte deliberativa; y que es la parte deliberativa la que cor= rige los riesgos existentes en las decisiones emocionales, de esta manera se comprueba que la teoría clásica del comportamiento del consumidor está obso= leta y la influencia de la neurociencia les da un cambio relevante a las ciencias económicas.

Aproximación teórica<= /o:p>

La neuroeconomía surge a partir de la economía conductual y la economía experimental, según Mullainathan y Thaler (2000), la Economía Conductual es= una disciplina que combina la economía y la psicología, que investiga lo que oc= urre en los mercados cuando los agentes sufren limitaciones y complicaciones pro= pias de los seres humanos, así también Glimcher, Camerer, Fehr, & Poldrack, (2009), establecen que el estudio de la economía conductual permite dar respuesta a la pregunta de cómo los individuos procesan la información y sus elecciones. La segunda aplica métodos de laboratorio para estudiar las interacciones de los seres humanos en los contextos sociales gobernados por reglas explícitas o implícitas. (Smith 2005).

Si bien es cierto nada permanece estático, todo cambia, es así como los descubrimiento= s, la ciencia y los avances tecnológicos han demostrado que somos seres en evolución, al igual que nuestras decisiones de compra, gustos, preferencias= y la manera en que nos comportamos frente al mercado varían.

Es este s= iglo donde el estudio del cerebro se acentúa para determinar los comportamientos= de las personas, ante determinados factores, varios científicos se han propues= to en dar respuesta; por qué las personas deciden un objeto por encima de otro= en sus decisiones de compra y qué factores son los que influyen en tales decisiones.

En este contexto las decisiones de compra ya no resultan ser tan sensatas, el ser humano se deja llevar por sus impulsos y emociones en lugar de la razón. “L= as elecciones que ese hacen influyen en los demás y de la misma manera esas influyen en ellos. Las personas son influenciadas por la publicidad y ciert= os factores exógenos (Bermejo & Izquierdo, 2013). 

De acuerd= o a varios estudiosos de la rama de la economía, determinaron que esta discipli= na es una ciencia exacta, siendo explicada matemática y estadísticamente, pero estos supuestos dejaron de creerse cuando Adam Smith seńaló que el ego es p= arte esencial del hombre, buscando satisfacer lo que desea. “En la teoría económ= ica se acuńó el término “homo economicus” designando al ser humano que se compo= rta de manera lógica y racional, siendo capaz de comprender las reglas de la ec= onomía y actuar en consecuencia, sin embargo estas acotaciones parten de un error base, ya que lo seres humanos no actúan de forma estrictamente racional, coincidiendo este planteamiento con lo expuesto por Adam Smith tiempo atrás= y con varios estudios actuales que respaldan esta afirmación (Bermejo & Izquierdo, 2013). Esto conlleva= a que las personas se dejan llevar por las emociones y como resultado el proceso = de toma de decisiones es inconsciente.

Durante la última década del siglo XX, denominada década del cerebro, el estudio sobre= las estructuras y su funcionamiento creció exponencialmente, dando como resulta= do nuevos descubrimientos sobre como el sistema nervioso evalúa los riesgos, l= as recompensas y las probabilidades de éxito, dando como origen a una nueva disciplina llamada neuroeconomía CITATION Ber13 \l 3082  (Bermejo & Izquierdo, 2013). La neurocienc= ia, ocupa un papel sumamente importante en la explicación de nuevos descubrimie= ntos y de cómo estos tienden a combinarse con otras disciplinas, como la neuropsicología, neuro ética, neuromarketing, neuro filosofía, entre otros.= En base a estas nuevas perspectivas, surge la neuroeconomía, siendo una nueva disciplina que se encarga de estudiar la toma de decisiones, además de trat= ar de aplicar los conocimientos sobre el funcionamiento del cerebro humano den= tro de la economía, en cuanto a cómo las personas toman decisiones económicas f= inancieras (Bermejo P. E., 2012).

La neuroeconomía, busca dar una explicación acerca de estos acontecimientos que suceden en las decisiones de compra de las personas.  La neuroeconomía es una nueva disciplina científica que crea un puente entre la investigación neurocientífica y la teoría económica (Braidot, 2005, p= ág. 16).

Para (Cisnero Enríquez, 2012) supone que los= seres humanos toman decisiones irracionales y sesgadas. La mayoría de las decisio= nes que toma el ser humano, están influenciadas por tres factores: estado psicológico de la persona que toma la decisión (no es lo mismo tomar una decisión en estado de estrés, que estar en un momento relajado); El ambiente que rodea a la persona (el medio en que se desenvuelva influye en su conduc= ta; Las ideas percibidas sobre las situaciones a las que se enfrenta (códigos emocionales).

En la vida corriente, el comportamiento humano es influenciado a menudo por sentimient= os como la inseguridad o la confianza, aunque David Hume citado por (Martinez & Juanatey, 2013), identificaba que el ser humano tiene una complejidad que hace muy difícil a= nticipar su comportamiento, de allí que la neuroeconomía busca sustentar las teorías microeconómicas en detalles acerca del funcionamiento del cerebro, en espec= ial en funciones tales como la forma en que se toman decisiones, pensamiento estratégico e intercambio. (Arciniegas, Guer= rero, & Moreno, 2011).

Durante la última década la neuroeconomía se ha consolidado como una neuro disciplina = que se ha enfocado a entender las bases neurobiológicas que constituyen la esen= cia de los procesos neurales que involucran o que se ponen en marcha cada vez q= ue se toman decisiones. (Diaz, 2014), así la neuroeconomía y la toma de decisiones son importantes en la teoría del consumidor y la determinación de la utilidad de los agentes económicos racionales.

La posibi= lidad de procesar múltiples alternativas que faciliten una dirección de acción óp= tima es el fin mismo de estos estudios, valorar cómo el comportamiento económico puede afectar a nuestro cerebro para que el mismo comprenda dicha acción, y cómo los descubrimientos neurocientíficos aportan a la ciencia, limitando, guiando, o no, a los modelos de economía.

En este m= ismo contexto el estudio de los procesos mentales que determinan la toma de decisiones resultan ser aspectos importantes para el estudio e investigació= n en la neuroeconomía, procesos que, por cierto, parecen ser bastante distintos = de lo que suponemos y siempre se enmarcará en una elección individual referenc= iada siempre en el bienestar que se obtendrá a partir de ella (Nicola, 2007)

La neuroeconomía abre un nuevo camino en la investigación y estudio sobre los modelos aplicados a la economía tradicion= al y la reacción del cerebro ante diversas situaciones, con el fin de evaluar los diferentes comportamientos en la toma de decisiones. El ser humano antepone= las emociones y el sentido de ventaja al momento de adquirir, intercambiar o necesitar algo; tomando en consideración la motivación, confianza, aprendiz= aje o miedo, ya que sus decisiones no son realmente lo que suponen.<= /span>

Las emociones y su influen= cia en la decisión de compra

Al buscar establecer modelos de comportamientos económicos la neuroeconomía no solo considera  los factores financieros= , sino también a otros como son los factores sociales y emocionales al momento de tomar una decisión, en otros aspectos mide los perfiles individuales que es= tán ligados a variables de riesgos y empatía, al establecer todo el análisis en= un contexto la neuroeconomía podrá facilitar la formulación de nuevas políticas económicas que consideren el comportamiento real de las personas, el cual r= epresentará un enorme desarrollo y beneficio para la empresa.

Las emociones tienen gran incidencia a la hora de fijar y percibir los precios, varios estudios demuestran que el ser humano actúa de manera más emocional, pues al establecer un precio escogen el más económico sin embargo al momento de presentarles dicho producto con características de elegancia su decisión sobre el precio aumenta por el pla= cer emocional de poseer algo, ya que consideran que puede ser un producto exclu= sivo o que simplemente tiene una marca reconocida.

Lo avances de la neuroeconomía son importantes al evidenciar que el cerebro humano está preparado a reaccionar de forma inmed= iata e irracional ante una información que puede ser negativa o falsa como son l= as publicidades engańosas que ante una información verdadera la cual recoge experiencias o investigaciones previas. Los avances tecnológicos ayudan a obtener información de forma individual el estudio del funcionamiento del cerebro de cada individuo para ser analizado, todo esto permitirá conocer el perfil adecuado para tomar decisiones económicas.

La neurociencia y la teoría económica llegan a un mismo l=
ugar para discernir la forma en que las decisiones del consumidor se toman,=
 para entender cómo se vende un producto o un servicio, de acuerdo el nivel=
 de comportamiento del consumidor. 
Identificar los factores que influyen en el comportamient=
o de consumo tributa a afinar los programas de mercadotecnia, a afinar las =
estrategias y tácticas relacionándolas a las características del segmento d=
e clientes reales y clientes potenciales. Si se conociera algunos de estos =
factores resulta posible estimular los deseos latentes del consumidor y se =
alcanzaría los objetivos comerciales trazados.

Metodología

La investigación es de tipo exploratoria y descriptiva, p=
arte de relaciones ampliamente estudiadas en la teoría para crear un marco =
conceptual que fundamente el estudio de las variables más importantes. El e=
studio es de tipo transversal, se empleó un enfoque mixto (cualitativo-cuan=
titativo). La técnica empleada es la encuesta, el alcance de la investigaci=
ón es de tipo exploratorio y descriptivo 
Para la población o universo, se consideró la PEA de la c=
iudad de Riobamba que registra un total de 52068 habitantes en el perímetro=
 urbano.
La selección de la muestra se hizo a través de la técnica=
 de muestreo aleatorio simple. Para el calculó se utilizó la fórmula propue=
sta por Mason, Lind y Marcal (2002):
Donde:
            Tabla 1.=
 Simbología para el cálculo del tamańo de la muestra
Símbolo
Significado
Valor
n
Tamańo de la muestra
382
N
El tamańo de la población=
52068
Z
Valor obte=
nido mediante nivel de confianza
1,96<=
/o:p>
p
Probabilidad de ocurrencia de evento=
0,5
q
Probabilid=
ad de no ocurrencia de evento
0,5
E
Error bajo un nivel de confianza
0,05
     =
       Elaborado por: Los autores 
 
Aplicación de la formula 

 
 
La muestra mínima necesaria, tomando en cuenta estas cons=
ideraciones, es de 382
Se realizaron los respectivos análisis de confiabilidad y=
 validez del cuestionario.

Resultados

P1 żQué lugar prefiere para adquirir productos de primera necesidad?

Figura 1. Lugar de preferencia para adquirir productos de primera necesidad

Fue= nte: Elaboración propia

 

De los resultados se puede inferir que <= span lang=3DES-EC style=3D'font-size:12.0pt;line-height:150%;font-family:"Times = New Roman",serif; mso-ansi-language:ES-EC'>del 100% de encuestados, el 43% prefiere adquirir productos de primera necesidad en supermercados, a diferencia del 17% que prefiere visitar las tiendas de barrio. Los mercados populares y minimarkets son preferidos por un 18% y 22% de los encuestados.

P2. żQué lugar prefiere para adquirir sus prend= as de vestir?

Figura <= !--[if supportFields]><= /span> SEQ Gráfico \* ARABIC 2. Lugar de preferencia para adquirir prendas de vestir

Fuente: Elaboración propia

Se evidencia que, del total de encuestados, el 47% prefiere comprar sus prendas de vesti= r en centros comerciales, seguido de un 19% que compra en boutiques, el 14% pref= iere las ventas por catálogo, un 12% adquiere sus prendas de vestir en mercadill= os, y apenas un 8% las realiza a través de tiendas online.

P3. żLa m= ayor parte de sus ingresos los destina a la compra de?

Figura 3. Destino de ingresos para comprar

Fuente: Elaboración propia

En el grá= fico 3, se puede observar que el 36% de los encuestados destinan la mayor parte = de sus ingresos para alimentación, el 23% para educación, mientras que el 12% = de personas invierte la mayor parte de sus ingresos en vivienda, en gastos de vestimenta se registra un porcentaje casi similar equivalente al 11%, por o= tro lado se puede visualizar que la menor inversión se realiza en la adquisició= n de artículos tecnológicos y, en viajes y recreación con 4 y 3 por ciento de preferencia respectivamente.

P4. żCuán= do dispone de dinero usted prefiere invertirlo en?

Figura 4. Destino de ingresos para invertir

F= uente: Elaboración propia =

De los resultados se puede inferir que el 33% de las personas encuestadas prefiere= n invertir su dinero en educación, un 18% lo destina a la adquisición o mejoras de su propio negocio, un 14% lo destina al pago de deudas un porcentaje similar prefiere invertirlo en salud, un 8% a la adquisición de bienes inmuebles, en contraposición se registra que un 8% no ahorra, y apenas un 5% decide inver= tirlo a la comprar de vehículos.

P5. żEl factor determinante para decidir la compra de un producto es?:

Figura 5. Factor determinante para elegir un producto=

Fuente: Elaboración propia

En el grá= fico 5, se puede observar que en un 34% de los sujetos de estudio el determinant= e de compra es el precio, seguido de un 30% cuyo factor determinante es la calid= ad, 17% considera que un determinante para realizar la compra de un producto es= la marca, mientras que un 9% considera que la presentación del producto, un 6% considera las facilidades de pago y por último la garantía del producto es seleccionada apenas por un 4% de personas consultadas.

P6. żCon = qué frecuencia solicita la recomendación de un amigo o familiar antes de realiz= ar la comprar un producto?

Figura 6. Recomendación de un amigo o familiar

Fuente: Elaboración propia

Como lo demuestra la gráfica que antecede, un 36% de los encuestados con frecuencia recurre a la recomendación de un amigo o familiar para comprar un producto,= el 31% menciona que rara vez pide alguna recomendación, el 22% manifiesta siem= pre pedir la recomendación, mientras que el 11% expone nunca pedir recomendació= n.

P7. żQué = tan importante es el servicio que recibe al momento de realizar una compra?

Figura 7= . Importancia del servicio recibido

Fuente:<= span lang=3DES-EC style=3D'font-size:12.0pt;color:black;mso-themecolor:text1;fon= t-weight: normal;mso-bidi-font-weight:bold'> Autores del estudio

En el grá= fico 7, se puede ver que el 59% de los encuestados considera muy importante el servicio que recibe al momento de realizar una compra, el 32% considera importante el servicio recibido, el 6% es indiferente respecto al servicio, mientras que el 3% considera poco importante.

P8. żCuál considera usted, es la causa más importante por la que un cliente no regres= a a comprar en un mismo establecimiento?

Figura 8. Causa importante por la que un cliente no regresa a comprar

Fuente: Elaboración propia

Según el = 35% de encuetados el recibir una pésima atención es la causa más importante por= la que no regresaría a comprar en un establecimiento, para el 24% la mala cali= dad de los productos, el 19% considera una razón importante los precios altos, = mientras que para el 13% de encuestados la ubicación del establecimiento es determin= ante para no volver a realizar compras en el mismo lugar, y apenas un 9% conside= ra que las mejores ofertas de la competencia como una posible razón para no vo= lver a realizar compras en el mismo lugar.

P9. La mayor parte de las decisiones de compra en su hogar las realiza:

Figura 9. Miembro de la familia que toma la decisión de co= mpra en el hogar

Fuente: Elaboración propia

La mayor parte en la decisión de compra de artículos para el hogar según el estudio realizado lo tiene la madre de familia según el 34% de encuestados, igual porcentaje opina que la decisión se la toma en conjunto, mientras que el 22% indica que el padre de familia tiene la decisión de compra, el 7% opina que= los hijos y apenas un 3% indica que otro familiar tiene la decisión de compra de artículos para el hogar.

P10. żQué tipo de institución prefiere para solicitar un servicio financiero?

Figura 10.= Tipo de instituc= ión preferida para solicitar servicios financieros

Fuente: Elaboración prop= ia

De los da= tos que se obtuvieron se puedo inferir que el 36% de los encuestados prefiere solicitar los servicios financieros en cooperativas de ahorro y crédito, el= 29% prefiere hacerlo bancos privados a diferencia del 28% que selecciona bancos públicos, mientras que un 4% se inclina por utilizar otras financieras y ap= enas un 3% opta por el IEES como prestador de servicios financieros.<= /span>

P11. żQué medios de comunicación utiliza para buscar información sobre los servicios = que ofrece un establecimiento en particular?

Figura 11. Medios utilizados para la búsqueda de informació= n

Fuente: Elaboración propia

El 52% de= los encuestados optan por utilizar las diversas herramientas del internet para = la búsqueda de información referente a un local comercial de interés, el 34% prefiere visitar personalmente el establecimiento, la prensa y televisión coinciden con un 6% de interés respectivamente, mientras que la radio y los servicios de call center tienen preferencia del 1% respectivamente.

P12. żEs importante que los establecimientos comerciales cuenten con servicio de pag= o a través de tarjeta de crédito?

Figura 12<= /b>. Importancia del= uso de tarjetas de crédito para efectuar pagos

Fuente: Elaboración prop= ia

Conclusiones

Luego de procesar y analizar la información se arr= iba a las siguientes conclusiones

ˇ&nb= sp;        El lugar de preferencia del consumidor riobambeńo = para la adquisición de productos de primera necesidad son los supermercados.

ˇ&nb= sp;        Para la adquisición de prendas de vestir son los centros comerciales quienes ocupan el primer lugar.

ˇ&nb= sp;        La mayor parte de los ingresos recibidos, los dest= ina a la compra de alimentos, educación, y vestimenta en este orden de priorida= d.

ˇ&nb= sp;        El dinero producto de su ahorro es invertido en educación en un gran porcentaje.

ˇ&nb= sp;        Los principales determinantes para la elección de = un producto o servicio es el precio y la calidad.

ˇ&nb= sp;        Las recomendaciones de un familiar o amigo son importantes al momento de decidir la compra.

ˇ&nb= sp;        La calidad del servicio resulta ser un factor importante para la fidelización del cliente.

ˇ&nb= sp;        La mala calidad del producto y la deficiente atenc= ión prestada constituyen detonantes para que el cliente no repita la compra.<= /span>

ˇ&nb= sp;        Las madres de familia dentro del núcleo familiar, = son aquellas que deciden la compra o el uso de bienes y servicios en su gran ma= yoría.

ˇ&nb= sp;        Las cooperativas de ahorro y crédito son las instituciones financieras de preferencia al momento de elegir un servicio financiero.

ˇ&nb= sp;        Las redes sociales y las páginas web son los medio= s de comunicación más utilizados por el consumidor riobambeńo al momento de busc= ar información de algún establecimiento en particular.

ˇ&nb= sp;        Resulta de gran interés para los sujetos de estudio que los establecimientos comerciales cuenten con servicios de pagos a travé= s de tarjetas de crédito.

ˇ&nb= sp;        El estudio del comportamiento del consumidor es sin lugar a dudas el primer paso para la definición de una estrategia comercial= , el éxito o el fracaso de un plan de mercadeo radica en la efectividad de la información recabada en el estudio del mercado.

 

Referencias bibliográficas=

Arciniegas, A., Guerrero, J., & Moreno, G. (20= 11). Una primera aproximación a la evaluación del impacto de la neuroeconomía pa= ra la teoría económica. Colombia.

Bermejo, P. E. (2012). Burbujas financieras y cris= is económicas. Una aproximación desde la neurociencia. Kranion. Obtenido de ht= tp://www.kranion.es/images/2012_09_01_011-016.pdf

Bermejo, P., & Izquierdo, R. (2013). Tu dinero= y tu cerebro: Por qué tomamos decisiones erróneas y cómo evitarlas. Madrid: C= onecta.

Braidot, N. (2005). Neuromarketing: Neuroeconomía y Negocios. Buenos Aires: Puerto Norte Sur. Obtenido de https://books.google.= com.ec/books?hl=3Des&lr=3D&id=3DyWiysczvwM8C&oi=3Dfnd&pg=3D= PA14&dq=3Dneuroeconom%C3%ADa&ots=3D9Kx-UsSRSa&sig=3DLpxq0m9HgZC= 1o7A1TIVyhLdmqm8#v=3Donepage&q=3Dneuroeconom%C3%ADa&f=3Dfalse<= /o:p>

Cisnero Enríquez, A. (2012). Neuromarketing y neur= oeconomía: código emocional del consumidor. Bogotá: Ecoe Ediciones.

Diaz, H. (2014). Evolutionary Biology, brain and advertising: Neuroeconomics and neuromarketing in action (Vol. Comunicación y Cultura Vol. 2). Obtenido de https:= //www.realidadeconomica.umich.mx/index_files/bases_de_la_neuroeconomia_4.pd= f

Glimcher, P., Camerer, C., Fehr, E., & Poldrack, R. (2009). Introduction: A Brief History of Neuroeconomics. En P. Glimcher, C. Camerer, E. Fehr, & R. Poldrack, Neuroeconomics (págs. 1-12). Londres: Elsevier

Martínez, V., & Juanatey, O. (2013). Neuroecon= omía y Neuromarketing.: Estado de la cuestión de las relaciones entre Neurocienc= ias, Marketing y Economía.  Coruńa<= /span> - Espańa.<= /span>

Mullainathan, S. & Thaler, R. (2000) “Behavioural Economics”, Working Paper 7948. National Bureau of Economic Research.

Nicola, J. (2007). De la neurociencia a la neuroeconomía”. Obtenido de http://defenderlapatria.com/130.13.pdf

Smith, V. (2005). żQué es la economía experimental? Apuntes del Cenes [en línea] 2005, 25 (enero-junio) [Fecha de consulta: 10 = de diciembre de 2018] Disponible en:<http://www.redalyc.org/articulo.oa?id=3D479548746002> ISSN 0120-3053

 

 

 

 

PARA CITAR EL ARTÍCULO INDEXADO

 

Sánchez Lun= avictoria, J., Delgado Rodriguez, C., Bolańos Logrońo, P.,= & Chávez Rojas, J. (2019). La neuroeconomía y su contribución a la teoría del comportamiento del consumidor. Visionario Digital3(4), 5-19. https://doi.or= g/10.33262/visionariodigital.v3i4.949

 

 


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

El artículo queda en propiedad de la revista y, por tanto, su publicación parcial y/o total en otro medio tiene que ser autoriz= ado por el director de la Revista Visi= onario Digital.

 

 

 

 

&nbs= p;



[1] Escue= la Superior Politécnica de Chimborazo, Facultad de Administración de Empresas. Riobamba, Ecuador. carolina.sanchez@espoch.edu.ec

[2] Escuela Superior Politécnica de Chimborazo, Facul= tad de Administración de Empresas. Riobamba, Ecuador. carlos.delgado@espoch.edu= .ec

[3] Escuela Superior Politécnica de Chimborazo, Facultad de Administraci= ón de Empresas. Riobamba, Ecuador. paulina.bolanos@espoch.edu.ec=

[4] Escuela Superior Politécnica de Chimborazo, Facultad de Administraci= ón de Empresas. Riobamba, Ecuador. jennisa05@yahoo.es

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www.visionariodigit= al.org

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                                                            ISSN: 2602-8506=

                                   Vol. 3, N°4., p.05-19, octubre - diciembre, 2019

Social & Cultural                                                                                            =             Página 20= =

 

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