Dealing with uncertainty in decision-making and strategic risk management in economics

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In highly uncertain strategic contexts, such as those caused by climate change, technological disruption, or social and economic changes, business decision-making faces challenges that traditional approaches fail to adequately address. This article examines and compares two approaches to decision-ma...

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Detalles Bibliográficos
Autor: Salinas Ortiz, José
Formato: artículo
Fecha de Publicación:2025
Institución:Universidad Nacional de Ingeniería
Repositorio:Revistas - Universidad Nacional de Ingeniería
Lenguaje:español
OAI Identifier:oai:oai:revistas.uni.edu.pe:article/2684
Enlace del recurso:https://revistas.uni.edu.pe/index.php/iecos/article/view/2684
Nivel de acceso:acceso abierto
Materia:Incertidumbre
probabilidades
espera
toma de decisiones
riesgo estratégicos
Uncertainty
probabilities
waiting
decision making
strategic risk
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spelling Dealing with uncertainty in decision-making and strategic risk management in economicsEl tratamiento de la incertidumbre en la toma de decisiones y gestión del riesgo estratégico en la economíaSalinas Ortiz, JoséIncertidumbreprobabilidadesesperatoma de decisionesriesgo estratégicosUncertaintyprobabilitieswaitingdecision makingstrategic riskIn highly uncertain strategic contexts, such as those caused by climate change, technological disruption, or social and economic changes, business decision-making faces challenges that traditional approaches fail to adequately address. This article examines and compares two approaches to decision-making and risk management: the traditional approach—based on deterministic analysis and risk penalization through high discount rates—and the discipline of Decision Analysis (DA), developed by Ronald Howard at Stanford. While the traditional approach tends to assume a single projected future, ignoring or simplifying uncertainty, AD provides a structured methodology for modeling multiple possible futures, quantifying risks, and analytically separating the time value of money from uncertainty. A case study—the Minoro mining investment project—demonstrates how AD not only allows for understanding risk, but also for proactively managing it and significantly improving the quality of the decision. The paper concludes that the use of AD provides rigor, clarity, and strategic value in decision-making under uncertainty, recommending its adoption in organizations seeking to be resilient and future-oriented.En contextos estratégicos altamente inciertos, como los provocados por el cambio climático, la disrupción tecnológica o los cambios sociales y económicos, la toma de decisiones empresariales enfrenta desafíos que los enfoques tradicionales no logran abordar adecuadamente. Este artículo examina y compara dos enfoques para la toma de decisiones y la gestión del riesgo: el enfoque tradicional —basado en análisis deterministas y penalización del riesgo mediante tasas de descuento elevadas— y la disciplina del Análisis de Decisiones (AD), desarrollada por Ronald Howard en Stanford. Mientras el enfoque tradicional tiende a suponer un único futuro proyectado, ignorando o simplificando la incertidumbre, el AD proporciona una metodología estructurada para modelar múltiples futuros posibles, cuantificar los riesgos y separar analíticamente el valor del dinero en el tiempo de la incertidumbre. A través de un caso práctico —el proyecto de inversión minera Minoro— se demuestra cómo el AD permite no solo comprender el riesgo, sino también gestionarlo proactivamente y mejorar significativamente la calidad de la decisión. El artículo concluye que el uso del AD aporta rigor, claridad y valor estratégico en la toma de decisiones bajo incertidumbre, recomendando su adopción en organizaciones que buscan ser resilientes y orientadas al futuro.Universidad Nacional de Ingeniería2025-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer ReviewedEvaluado por paresapplication/pdfhttps://revistas.uni.edu.pe/index.php/iecos/article/view/268410.21754/iecos.v26i2.2684revista IECOS; Vol. 26 No. 2 (2025)Revista IECOS; Vol. 26 Núm. 2 (2025)2788-74802961-284510.21754/iecos.v26i2reponame:Revistas - Universidad Nacional de Ingenieríainstname:Universidad Nacional de Ingenieríainstacron:UNIspahttps://revistas.uni.edu.pe/index.php/iecos/article/view/2684/3432Derechos de autor 2025 José Salinas Ortizhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:oai:revistas.uni.edu.pe:article/26842025-09-30T20:39:15Z
dc.title.none.fl_str_mv Dealing with uncertainty in decision-making and strategic risk management in economics
El tratamiento de la incertidumbre en la toma de decisiones y gestión del riesgo estratégico en la economía
title Dealing with uncertainty in decision-making and strategic risk management in economics
spellingShingle Dealing with uncertainty in decision-making and strategic risk management in economics
Salinas Ortiz, José
Incertidumbre
probabilidades
espera
toma de decisiones
riesgo estratégicos
Uncertainty
probabilities
waiting
decision making
strategic risk
title_short Dealing with uncertainty in decision-making and strategic risk management in economics
title_full Dealing with uncertainty in decision-making and strategic risk management in economics
title_fullStr Dealing with uncertainty in decision-making and strategic risk management in economics
title_full_unstemmed Dealing with uncertainty in decision-making and strategic risk management in economics
title_sort Dealing with uncertainty in decision-making and strategic risk management in economics
dc.creator.none.fl_str_mv Salinas Ortiz, José
author Salinas Ortiz, José
author_facet Salinas Ortiz, José
author_role author
dc.subject.none.fl_str_mv Incertidumbre
probabilidades
espera
toma de decisiones
riesgo estratégicos
Uncertainty
probabilities
waiting
decision making
strategic risk
topic Incertidumbre
probabilidades
espera
toma de decisiones
riesgo estratégicos
Uncertainty
probabilities
waiting
decision making
strategic risk
description In highly uncertain strategic contexts, such as those caused by climate change, technological disruption, or social and economic changes, business decision-making faces challenges that traditional approaches fail to adequately address. This article examines and compares two approaches to decision-making and risk management: the traditional approach—based on deterministic analysis and risk penalization through high discount rates—and the discipline of Decision Analysis (DA), developed by Ronald Howard at Stanford. While the traditional approach tends to assume a single projected future, ignoring or simplifying uncertainty, AD provides a structured methodology for modeling multiple possible futures, quantifying risks, and analytically separating the time value of money from uncertainty. A case study—the Minoro mining investment project—demonstrates how AD not only allows for understanding risk, but also for proactively managing it and significantly improving the quality of the decision. The paper concludes that the use of AD provides rigor, clarity, and strategic value in decision-making under uncertainty, recommending its adoption in organizations seeking to be resilient and future-oriented.
publishDate 2025
dc.date.none.fl_str_mv 2025-09-30
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer Reviewed
Evaluado por pares
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.uni.edu.pe/index.php/iecos/article/view/2684
10.21754/iecos.v26i2.2684
url https://revistas.uni.edu.pe/index.php/iecos/article/view/2684
identifier_str_mv 10.21754/iecos.v26i2.2684
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uni.edu.pe/index.php/iecos/article/view/2684/3432
dc.rights.none.fl_str_mv Derechos de autor 2025 José Salinas Ortiz
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2025 José Salinas Ortiz
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional de Ingeniería
publisher.none.fl_str_mv Universidad Nacional de Ingeniería
dc.source.none.fl_str_mv revista IECOS; Vol. 26 No. 2 (2025)
Revista IECOS; Vol. 26 Núm. 2 (2025)
2788-7480
2961-2845
10.21754/iecos.v26i2
reponame:Revistas - Universidad Nacional de Ingeniería
instname:Universidad Nacional de Ingeniería
instacron:UNI
instname_str Universidad Nacional de Ingeniería
instacron_str UNI
institution UNI
reponame_str Revistas - Universidad Nacional de Ingeniería
collection Revistas - Universidad Nacional de Ingeniería
repository.name.fl_str_mv
repository.mail.fl_str_mv
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