Can big data analytics improve the quality of decision-making in businesses?
Descripción del Articulo
Big Data Analytics initiatives are crucial for changing conventional firms' decision-making directly into a data driven one that helps achieve the firm's goals. Nevertheless, prior information methods analysis has not given sufficient interest in the effect of Big Data Analytics use on dec...
Autores: | , |
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Formato: | artículo |
Fecha de Publicación: | 2022 |
Institución: | Escuela de Posgrado Newman |
Repositorio: | Revistas - Escuela de Posgrado Newman |
Lenguaje: | español |
OAI Identifier: | oai:ojs.pkp.sfu.ca:article/275 |
Enlace del recurso: | https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275 |
Nivel de acceso: | acceso abierto |
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Can big data analytics improve the quality of decision-making in businesses?Can big data analytics improve the quality of decision-making in businesses?Haque Sazu, MesbaulAkter Jahan, SakilaBig Data Analytics initiatives are crucial for changing conventional firms' decision-making directly into a data driven one that helps achieve the firm's goals. Nevertheless, prior information methods analysis has not given sufficient interest in the effect of Big Data Analytics use on decision-making quality. Using the computational ability of Data Analytics, this analysis examined the effect of Big Data Analytics on decision-making quality and evaluated the mediating impact of Data Analytics capabilities. We collected information through 480 software companies in America. The empirical outcomes demonstrated that big data analytics usage had a positive effect on decision-making quality, where Big Data Analytics had a mediating role in the relationship between Big Data Analytics use and decision-making quality. Thus, companies should not only popularize Big Data Analytics use in business activities, but also take steps to boost the data analytics capabilities, which will boost the decision-making quality in the direction of acquiring competitive advantage.Las iniciativas de Big Data Analytics son cruciales para cambiar la toma de decisiones de las empresas convencionales directamente a una basada en datos que ayuden a lograr los objetivos de la empresa. Sin embargo, el análisis de métodos de información previos no ha prestado suficiente interés en el efecto del uso de Big Data Analytics en la calidad de la toma de decisiones. Usando la capacidad computacional de Data Analytics, este análisis resultó el efecto de Big Data Analytics en la calidad de la toma de decisiones y evaluó el impacto mediador de las capacidades de Data Analytics. Recopilamos información a través de 480 empresas de software en Estados Unidos. Los resultados empíricos demostraron que el uso de Big Data Analytics tuvo un efecto positivo en la calidad de la toma de decisiones, donde Big Data Analytics tuvo un papel mediador en la relación entre el uso de Big Data Analytics y la calidad de la toma de decisiones . Por lo tanto, las empresas no solo popularizar el uso de Big Data Analytics en las actividades comerciales, sino también tomar medidas para impulsar las capacidades de análisis de datos, lo que limita la calidad de la toma de decisiones en la dirección de adquirir una ventaja competitiva.Escuela de Posgrado Newman S.A.C.2022-07-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://journals.epnewman.edu.pe/index.php/IBJ/article/view/275Iberoamerican Business Journal; Vol. 6 No. 1 (2022): February - July; 04-27Iberoamerican Business Journal; Vol. 6 Núm. 1 (2022): Febrero - Julio; 04-272521-581710.22451/5817.ibj2022.vol6.1reponame:Revistas - Escuela de Posgrado Newmaninstname:Escuela de Posgrado Newmaninstacron:NEWMANspahttps://journals.epnewman.edu.pe/index.php/IBJ/article/view/275/538https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275/539Derechos de autor 2022 Mesbaul Haque Sazu, Sakila Akter Jahanhttps://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessoai:ojs.pkp.sfu.ca:article/2752024-09-17T11:47:52Z |
dc.title.none.fl_str_mv |
Can big data analytics improve the quality of decision-making in businesses? Can big data analytics improve the quality of decision-making in businesses? |
title |
Can big data analytics improve the quality of decision-making in businesses? |
spellingShingle |
Can big data analytics improve the quality of decision-making in businesses? Haque Sazu, Mesbaul |
title_short |
Can big data analytics improve the quality of decision-making in businesses? |
title_full |
Can big data analytics improve the quality of decision-making in businesses? |
title_fullStr |
Can big data analytics improve the quality of decision-making in businesses? |
title_full_unstemmed |
Can big data analytics improve the quality of decision-making in businesses? |
title_sort |
Can big data analytics improve the quality of decision-making in businesses? |
dc.creator.none.fl_str_mv |
Haque Sazu, Mesbaul Akter Jahan, Sakila |
author |
Haque Sazu, Mesbaul |
author_facet |
Haque Sazu, Mesbaul Akter Jahan, Sakila |
author_role |
author |
author2 |
Akter Jahan, Sakila |
author2_role |
author |
description |
Big Data Analytics initiatives are crucial for changing conventional firms' decision-making directly into a data driven one that helps achieve the firm's goals. Nevertheless, prior information methods analysis has not given sufficient interest in the effect of Big Data Analytics use on decision-making quality. Using the computational ability of Data Analytics, this analysis examined the effect of Big Data Analytics on decision-making quality and evaluated the mediating impact of Data Analytics capabilities. We collected information through 480 software companies in America. The empirical outcomes demonstrated that big data analytics usage had a positive effect on decision-making quality, where Big Data Analytics had a mediating role in the relationship between Big Data Analytics use and decision-making quality. Thus, companies should not only popularize Big Data Analytics use in business activities, but also take steps to boost the data analytics capabilities, which will boost the decision-making quality in the direction of acquiring competitive advantage. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-07-31 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275 |
url |
https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275 |
dc.language.none.fl_str_mv |
spa |
language |
spa |
dc.relation.none.fl_str_mv |
https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275/538 https://journals.epnewman.edu.pe/index.php/IBJ/article/view/275/539 |
dc.rights.none.fl_str_mv |
Derechos de autor 2022 Mesbaul Haque Sazu, Sakila Akter Jahan https://creativecommons.org/licenses/by-nc-sa/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Derechos de autor 2022 Mesbaul Haque Sazu, Sakila Akter Jahan https://creativecommons.org/licenses/by-nc-sa/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf text/html |
dc.publisher.none.fl_str_mv |
Escuela de Posgrado Newman S.A.C. |
publisher.none.fl_str_mv |
Escuela de Posgrado Newman S.A.C. |
dc.source.none.fl_str_mv |
Iberoamerican Business Journal; Vol. 6 No. 1 (2022): February - July; 04-27 Iberoamerican Business Journal; Vol. 6 Núm. 1 (2022): Febrero - Julio; 04-27 2521-5817 10.22451/5817.ibj2022.vol6.1 reponame:Revistas - Escuela de Posgrado Newman instname:Escuela de Posgrado Newman instacron:NEWMAN |
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Escuela de Posgrado Newman |
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NEWMAN |
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NEWMAN |
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Revistas - Escuela de Posgrado Newman |
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Revistas - Escuela de Posgrado Newman |
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12.924724 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).