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Inteligen= cia de negocios para la gestión del talento humano: mejorando la eficiencia organizacional

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Business Intelligence for human talent management: improving organizational efficiency

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= 1

Jacqueline Carolina Sánchez Lunavictoria

 

https://orcid.org/000= 0-0002-3059-2823

 

Escuela Superior Politécnica de Chimborazo, Facul= tad de Administración de Empresas, Ecuador.

carolina.sanchez@espoch.edu.ec

= 2

Andy Sebastian Gaibor Coello

 

https://orcid.org/000= 9-0003-5168-2654

 

Escuela Superior Politécnica de Chimborazo, Facul= tad de Administración de Empresas, Ecuador.

andy= .gaibor@espoch.edu.ec

= 3

Leonela Elizabeth Leon Muñoz

 

https://orcid.org/000= 9-0007-1565-7784

 

Escuela Superior Politécnica de Chimborazo, Facultad de Administración de Empresas, Ecuador.

leonela.leon@espoch.edu.ec

4

Daniela Alejandra Tenemaza Fernández                 https://orcid.org/0009= -0004-9402-849X

Escuela Superior Politécnica de Chimborazo, Facultad de Administración de Empresas, Ecuador.

alejandra.tenemaza@espoch.edu.ec

 

 =



 

Artículo de Investigación Científica y Tecnológica

Enviado: 06/08/2023=

Revisado: 18/09/2023

Aceptado: 02/10/2023

Publicado:29/11/2023

DOI: https://doi.org/10.33262/visionariodigi= tal.v7i4.2869       

 

 

 

 

Cítese:

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Sánchez Lunavictoria, J. C., Gaibor Coello, A. S= ., Leon Muñoz, L. E., & Tenemaza Fernández, D. A. (2023). Inteligencia de negocios para la gestión del talento humano: mejorando la eficiencia organizacional. Visionario Digital, 7(4), 212-223. https://doi= .org/10.33262/visionariodigital.v7i4.2869

 

 

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VISIONARIO DIGITAL, es una revista científica, trimestral, que= se publicará en soporte electrónico tiene como misión contribuir a la   formación de profesionales competentes con visión humaníst= ica y crítica que sean capaces de exponer sus resultados investigativos y científicos en la misma medida que se promueva mediante su intervención cambios positivos en la sociedad. 

La revista es editada por la Editorial Ciencia Digital (Editorial de prestigio registrada en la Cámara Ecuatoria= na de Libro con No de Afiliación 663)

 

 

 

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Esta revista está protegida bajo una licencia Creative Commons Atribución-No C= omercial-Compartir Igual 4.0 International. Copia de la licencia: https://creativecommons.org/licenses/by-nc-sa/4.= 0/deed.es

 

Palabras clave:<= /span>

inteli= gencia de negocios, gestión del talento humano, eficiencia organizacional, BI, talento humano.

 

Resumen =

Introducción: Este artículo científico examina la relación entre la inteligencia de negocios y la gestión de talento humano= y cómo influye en la eficiencia y competitividad de las organizaciones. El<= /span> objetivo que se plantea en esta investigación es = analizar la relación entre la inteligencia de negocios con la gestión del talento humano. Se utilizó una metodología teórica= que incluyó una investigación transversal con un enfoque deductivo. La información teórica previamente publicada en fuentes confiables y relevan= tes fue interpretada y analizada en este estudio. Los resultados ponen de relieve la importancia de la i= nteligencia de negocios como fuente crucial de datos para la gestión del talento huma= no. La inteligencia de negocios y la gestión del talento humano van de la mano para mejorar la eficacia organizativa y permitir la planificación estratégica, la supervisión y la administración. En conclusión, este artículo demuestra que la combina= ción de inteligencia de negocios y la gestión del talento humano permite a las organizaciones tomar decisiones informadas por las necesidades de los empleados y su desarrollo profesional. Esto mejora la gestión del talento= al identificar las habilidades y los puntos fuertes de cada empleado dentro = de la organización. Área de estudio general: Administración. Área de estudio específica: gestión del talento humano.

 

Keywords:

business intelligence, human ta= lent management, organizational efficiency, BI, human talent.

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Abstract=

Introduction: This scientific article examines the relationship between business intelligence and human talent management and how it influences the efficiency and competitiveness of organizations. Th= e objective of this research is to analyze the relationship between business intelligence and human talent management. A theoretical methodology was used that included cross-sectional research w= ith a deductive approach. Theoretical information previously published in reliable and relevant sources was interpreted and analyzed in this study.= The results<= /b> highlight the importance of business intelligence as a crucial source of data for human talent management. Business intelligence and human talent management go hand in hand to impr= ove organizational effectiveness and enable strategic planning, oversight, and administration. In conclusion, this article demonstrates that the combination of business intelligence and human talent management allows organizations to make informed decisions based on the needs of employees and their professional development. This improves talent management by identifying each employee= 's skills and strengths within the organization. General area of study:  administration. Specific area of study: human talent management.

 

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Introducción<= /b>

La gestión del talento humano y la inteligencia de negocios son dos á= reas clave para mejorar la eficiencia y competitividad de las organizaciones. En este artículo se aborda la relación entre la inteligencia de negocios y la gestión del talento humano en las organizaciones. La inteligencia de negoci= os se refiere al proceso de convertir grandes cantidades de datos en informaci= ón relevante para la toma de decisiones empresariales, mientras que la gestión= del talento humano busca identificar, atraer, desarrollar y retener a los emple= ados más talentosos y comprometidos de una organización para maximizar el rendimiento de la empresa a largo plazo.

De la misma manera, se destaca que ambas áreas son importantes para mejorar la eficiencia organizacional y facilitar la gestión, control y administración estratégica, y que una gestión del talento humano efectiva p= uede permitir a las empresas mejorar su competitividad y lograr un desempeño superior y sostenible en el tiempo. En este sentido, la inteligencia de negocios puede ser una herramienta principal para la gestión del talento hu= mano al proporcionar información relevante y actualizada sobre los empleados y su rendimiento, lo que puede ayudar a identificar áreas de mejora y tomar decisiones más informadas. 

Fundamentos de la inteligencia de negocio= s

Conforme a Vitt et al. (2003), la inteligencia de negocios se refiere al proceso de tomar decisiones basadas = en el rendimiento de una organización, convirtiendo simples datos en informaci= ón significativa a varios niveles, centrándose en el área estratégica de la organización.

Por otra parte Huerta & Boscán (2012), mencionan que la inteligencia de negocios se representa como un proceso que permite dar una rápida y efectiva respuesta ante interrogantes del negocio, transformando volúmenes de datos en información útil para la gestión estrat= égica, el control y la administración.

Otro planteamiento presenta Ayala (2006), quien define a la inteligencia de negocios como un conjunto de aplicaciones= y elementos gerenciales que faculta a la organización a tomar mejores decisio= nes de manera rápida y precisa a través de la conversión de datos en información que permite establecer un puente entre las grandes cantidades de datos y el informe requerido regularmente por quienes están a cargo del proceso de tom= a de decisiones.

A partir de lo antes señalado se puede manifestar que la inteligencia de negocios se refiere al proceso de convert= ir grandes cantidades de datos en información clara y útil para la toma de decisiones empresariales. El objetivo de esta información se enfoca en mejo= rar el rendimiento organizacional y facilitar la gestión, control y administrac= ión estratégica. La inteligencia de negocios permite dar respuestas rápidas y efectivas a las interrogantes del negocio, y se representa como un conjunto= de aplicaciones y elementos gerenciales que facilitan la toma de decisiones de manera rápida y acertada.

Se destaca la voz de otro eminente autor quien ha manifestado lo siguiente:

El estudio de la inteligencia de negocios examina las diversas herramientas informativas disponibles en el mercado qu= e ayudan de una u otra forma a explorar y comprender la información relacionada con = las organizaciones. Una vez procesada, esta información resulta muy útil a la h= ora de tomar decisiones, ya sea a través de indicadores de rendimiento o de parámetros de medición. Por otra parte, se examina la cultura organizativa = y su influencia en la gestión de los recursos humanos a través de sus políticas, procedimientos y normas éticas con vistas a lograr una fuerte competitividad organizativa tanto dentro como fuera del mercado laboral (Bustamante, 2019,= p. 4).

Desde el punto de vista del autor, es fundamental destacar la importancia de la inteligencia de negocios y su relación con las herramientas de información disponibles en el mercado. Est= as herramientas son útiles para investigar y analizar la información relaciona= da con las organizaciones ya que, una vez procesada, se convierte en un recurso valioso para la toma de decisiones. Para ello se pueden utilizar indicadore= s de rendimiento o parámetros de medición.

El autor también menciona que la cultura organizacional juega un papel clave en la gestión del talento humano. Cabe señalar que las políticas, procedimientos y ética de una organización tiene= n un impacto en su capacidad para ser competitiva tanto internamente como en el mercado laboral externo.

De acuerdo con el enfoque temático en cuestión, se puede observar que otros autores han manifestado su opinión al respecto, señalando que:

Las empresas buscan el constante mejoramiento en sus interacciones con sus consumidores, empleados, accionistas y demás stakeholders relacionados con la organizació= n. Las ventajas tienen la posibilidad de ser sociales o económicos, el desafío= se perfila en la necesidad de conseguir la mayor eficiencia y efectividad en s= us procesos de producción, primordialmente si dichos se sustentan en los activ= os intangibles. Cabe recalcar que la inteligencia de negocios y sus resultados= en una empresa es de gran valor ya que este conocimiento se puede convertir en= una ventaja competitiva en comparación con la competencia (Viteri & Murillo, 2021, pp. 307-308).

El desafío que se plantea es lograr la ma= yor eficiencia y eficacia posibles en los procesos de producción, sobre todo cu= ando esos procesos se basan en actividades inmateriales. Esto implica aprovechar= al máximo los recursos y conocimientos de la empresa para obtener los mejores resultados. Además, hace hincapié en el valor de la inteligencia de negocio= s y en los resultados que puede producir para una organización. El conocimiento derivado de la inteligencia de negocios se considera valioso ya que tiene el potencial de convertirse en una ventaja competitiva frente a la competencia. Esto implica que las empresas que emplean la inteligencia empresarial de fo= rma eficaz pueden obtener beneficios y diferenciarse de sus competidores.<= /o:p>

En términos de Chiavenato (2019), la inteligencia de negocios ha evolucionado notoriamente y en la actualidad incluye amplias categorías de aplicaciones, tecnologías y metodologías que permiten extraer, reunir, clasificar, transformar, analizar los datos existentes en una empresa.

 = Debido a lo antes expuesto se puede inferir que la inteligencia de negocios en la actualidad es muy importante porque ayuda a la empresa a analizar la información de los empleados ayudando con un factor muy importante como el tiempo atreves de diferentes herramientas.

Por lo tanto, la inteligencia de negocios= se destaca por su capacidad para procesar grandes cantidades de datos y transformarlos en información relevante para la toma de decisiones empresar= iales. Además, esta herramienta es muy importante ya que puede ofrecer respuestas rápidas y efectivas a las interrogantes del negocio, así como su capacidad = para mejorar el rendimiento organizacional y facilitar la gestión, control y administración estratégica.

Comprendiendo la gestión del talento huma= no

Según los criterios de Schuler & Jack= son (2014), la gestión del talento humano se refiere al conjunto de procedimien= tos y prácticas creados para atraer, retener y desarrollar a los mejores emplea= dos. Esto incluye tareas como la planificación de la plantilla, la selección y contratación de empleados, la evaluación del rendimiento y la formación y desarrollo del personal. Dicho de otro modo, la gestión de los recursos hum= anos pretende maximizar el potencial de los empleados mediante procedimientos y prácticas creados para atraer, retener y desarrollar a los mejores talentos disponibles.

Por otro lado Prieto (2013), “considera a= la gestión del talento humano como una serie de decisiones acerca de la relaci= ón de los empleados que influyen en la eficacia de estos y de las organizacion= es” (p. 19).

En este orden de ideas Valeriano (2012, c= itado en Olivos et al. (2023), sostienen que dentro de los procesos de la GTH el = más relevante es la gestión estratégica; la cual está orientada a dirigir e implementar las mejores prácticas en favor del recurso humano, generando efectos favorables como la asignación de los puestos de trabajo en función a sus capacidades y habilidades propias en una determinada área, lo cual permitirá manifestar un alto desempeño profesional, eficacia en el manejo de recursos, mejoras de la productividad, y a la vez optimar la rentabilidad d= e la empresa.

A la luz de estas diversas interpretacion= es, es posible afirmar que la gestión del talento humano es un proceso integrad= or y estratégico que tiene como objetivo localizar, reclutar, desarrollar y rete= ner a los empleados más talentosos y comprometidos de una organización.

En congruencia con lo previamente mencion= ado un ilustre autor ha plasmado su visión afirmando lo siguiente:

El término recurso humano, describe a la persona como un instrumento no como el capital principal de la empresa, que posee habilidades y características que le dan vida, movimiento y acción a toda organización; por tanto, en la actualidad,= se utiliza el término talento humano, ya que todas las personas poseemos talen= tos. (Vallejo, 2016, p. 15)

En respuesta a esta visión, el término talento humano ha sustituido al de recurso humano. Esta selección se basa e= n el entendimiento de que cada persona tiene talentos únicos. El término talento humano se utiliza para enfatizar el valor y las habilidades únicas que cada individuo aporta a la organización.

La gestión de talento humano también comprende un conjunto de políticas y prácticas diseñadas para optimizar el rendimiento a largo plazo de una organización a través de la identificación= y el desarrollo de las habilidades y capacidades de sus empleados, la planificación estratégica de recursos humanos, la selección y contratación = de personal, la evaluación del desempeño y la capacitación y desarrollo de los empleados. La gestión eficaz de los recursos humanos es crucial para que las empresas puedan mejorar su competitividad y lograr un desempeño sólido y duradero en el tiempo. Por lo tanto, resulta fundamental para el éxito de l= as organizaciones en un entorno empresarial altamente dinámico y competitivo.<= o:p>

Implementación de la inteligencia de nego= cios a la gestión del talento humano

Desde el punto de vista de Bustamante et = al. (2019), las organizaciones actualmente buscan personas capacitadas para trabajar con datos, y fortalecer sus equipos de análisis. Estas personas que analizan los datos no son necesariamente personas con alto conocimiento téc= nico sino la importancia radica en contratar a personas que son capaces de usar = los datos y la información para promover cambios y propiciar transformaciones mediante la persuasión. 

Según Medellín Cabrera (2010, citado en Ahumada & Perusquia, 2015), la inteligencia de negocios depende de la d= irección organizacional y de los estilos de liderazgo, para efectuar la implementaci= ón adecuada de los sistemas de información, de los mecanismos de innovación y = de los procesos para la toma de decisiones que en conjunto se administran por medio de un sistema de gestión del conocimiento. Sin embargo, es a partir d= e la base de trabajadores, de los procesos y relaciones que se forman entre ello= s, así como de la cultura organizacional, que surge la inteligencia de negocios adecuada al modelo de gestión.

En este contexto resulta conveniente resa= ltar la importancia de una implementación efectiva de sistemas y procesos, basad= a en la gestión del conocimiento. Así mismo, la idea de que la inteligencia de negocios no surge de manera aislada, sino que se nutre de las dinámicas en = la base de la organización, como la interacción entre trabajadores y la cultura arraigada. Este enfoque integral resalta la interconexión entre liderazgo estratégico, cultura y colaboración interna en la formación de una intelige= ncia de negocios efectiva.

Por otro lado Prokopenko (1989, citado en Carvajal et al., 2018), señala que uno  de  los  métodos  más  utilizados  por  las  organizaciones  para  la  medición  de productividad  es  el  método  de  Lawlor,  mismo  que  se  fundamenta  en  5  factores principales para el correcto funcionamiento de la empresa: (1) objetivos: ingresos totales satisfacen la demanda, (2) eficacia: comparación de logros actuales y logros realizables,= (3)  eficiencia:  relación  producto -insumos,=   (4)  comparabilidad:  Sobre  la  base  de  un histórico,  entre  unidades,  en  comparación  con  una  meta  y  (5)tendencias  progresivas: analiza el rendimiento de la empresa.=

De la información citada anteriormente, se puede inferir que existen cinco variables esenciales que deben estar presen= tes para que una organización funcione correctamente. Estas variables son fundamentales para realizar un análisis de datos mediante inteligencia de negocios sobre la información de los empleados, permitiendo medir tanto la productividad global de una organización como la productividad de cada empl= eado de forma individual.

De igual forma Tarek & Adel (2016 com= o se citó en Martínez & Rodríguez, 2022), mencionan que la inteligencia empresarial debe hacer frente a la inteligencia competitiva, esto implicaría recolección y análisis de datos a través de herramientas tecnológicas emergentes; sin embargo, el problema surge cuando la BI como estrategia par= a el desarrollo de la competitividad en las empresas, no tienen una base tecnoló= gica consistente de largo.

En base a lo antes manifestado se puede declarar que la inteligencia de negocios puede recolectar y proporcionar información valiosa sobre el rendimiento y las habilidades de los empleados= , lo que permite a los encargados de la toma de decisiones en el área de talento humano identificar a los empleados con el potencial para tomar roles de liderazgo o participar en programas de desarrollo.

Una vez aclarado esto, es importante ente= nder la relación entre la inteligencia empresarial y la gestión del talento. La inteligencia de negocio se refiere a la tecnología y los métodos utilizados para analizar y presentar los datos de la organización de una manera fácilm= ente comprensible para que se puedan tomar decisiones informadas, mientras que la gestión del talento se centra en la contratación, selección, desarrollo y retención del personal.

Huerta & Boscán (2012), definen a la inteligencia de negocios como un término caracterizado por una amplia varie= dad de tecnologías, plataformas de software, especificaciones de aplicaciones y procesos, cuyo objetivo fundamental es contribuir a tomar decisiones que mejoren el desempeño de la organización y promueva su ventaja competitiva e= n el mercado.

Partiendo de lo antes mencionado se puede inferir que la integración de los softwares de inteligencia de negocios en = la gestión del talento humano permitirá a las organizaciones tomar decisiones informadas en cuanto al personal que necesita, su capacitación y desarrollo= , y cómo retener a los empleados clave, también ayuda a mejorar la gestión del talento humano al permitir una mejor identificación de las habilidades y fortalezas de los empleados de la organización.

Meto= dología

En este artículo se utilizó una metodolog= ía teórica que incluyó una investigación transversal con un enfoque deductivo.= Se realizó una revisión bibliográfica en revistas científicas de la literatura especializada en la materia para analizar y discutir la relación entre la inteligencia de negocios y la gestión del talento humano en el ámbito empresarial. La información teórica previamente publicada en fuentes confia= bles y relevantes fue interpretada y analizada en este estudio.

Discusión

El estudio muestra la importancia de la gestión = del talento humano como fuente de datos relevantes para la inteligencia de negocios. La gestión del talento humano busca identificar, atraer, desarrol= lar y retener a los empleados más talentosos y comprometidos de una organización para maximizar el rendimiento de la empresa a largo plazo. De la misma mane= ra, se destaca que ambas áreas son importantes para mejorar la eficiencia organizacional y facilitar la gestión, control y administración estratégica= , y que una gestión del talento humano efectiva puede permitir a las empresas mejorar su competitividad y lograr un desempeño superior y sostenible en el tiempo.

La inteligencia de negocios y la gestión del tal= ento humano están relacionadas, ya que ambas buscan mejorar el rendimiento de la organización. La inteligencia de negocios convierte datos en información pa= ra la toma de decisiones empresariales, mientras que la gestión del talento hu= mano identifica y desarrolla a los empleados más talentosos y comprometidos, ade= más estás dos temáticas son complementarias y su integración puede contribuir al éxito y la competitividad de la organización.

Conclusiones

En base a toda la investigación realizada se lle= gó a las siguientes conclusiones:

·           =          La inteligencia de negoc= ios es una herramienta esencial para la toma de decisiones empresariales, puesto que convierte grandes cantidades de datos en información relevante y útil p= ara mejorar el rendimiento organizacional y facilitar la gestión, control y administración estratégica.

·           =          La gestión del talento humano es un proceso estratégico y completo que busca atraer, retener y desarrollar a los empleados más talentosos y comprometidos de una organizac= ión, además la Gestión del TTHH es crucial para mejorar la competitividad de una empresa y lograr un desempeño sostenible en el tiempo.

·&nb= sp;            =        La integración de la inteligencia de negocios y la gestión del talento humano permite a las organizaciones tomar decisiones informadas sobre el personal que necesita y cómo desarrollarlo, lo que a su vez mejora la gestión del talento humano al permitir una mejor identificación de las habilidades y fortalezas de los empleados de la organización.

Conflicto de intereses

Los autores in= dicamos que no existe conflicto de intereses en relación con el artículo presentado= .

 

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Viteri Cevallos, C., & Murillo Párrag= a, D. (2021). Inteligencia de Negocios para las Organizaciones. Revista Arbitrada Interdisciplinaria KOINONIA, VI (12), 307-308. https://fundacionkoinon= ia.com.ve/ojs/index.php/revistakoinonia/article/view/1291/pdf

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El artículo que se publ= ica es de exclusiva responsabilidad de los autores y no necesariamente reflejan= el pensamiento de la Revista Visionar= io Digital.

 


 

 

 

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

 

 

 

 


 

 

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ISSN: 2602-8506

Vol. 7 No.4, pp. 212 – 223, octubre – diciembre  2023

 

 

www.visionariodigital.org

 

 

                                      Análisis Crítico                      Página 212<= /span> | 223                               

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