Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy

The only certainty in innovation is uncertainty. The prevalence of heterogeneous unknowns, the novelty, non-standard, complex, multivariable, and interdependent character make innovation a reasoned process under uncertainty. When the adverse effects of this process are described, it is often done by...

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Autores:
Tipo de recurso:
Fecha de publicación:
2024
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/12545
Acceso en línea:
https://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/16596
https://repositorio.uptc.edu.co/handle/001/12545
Palabra clave:
innovation
uncertainty
perception
knowledge
innovación
incertidumbre
percepción
conocimiento
Rights
License
Derechos de autor 2024 Liliana Ramírez Rodríguez, Gibrán Rivera González
id REPOUPTC2_2d9022774031d8de17649c077280454b
oai_identifier_str oai:repositorio.uptc.edu.co:001/12545
network_acronym_str REPOUPTC2
network_name_str RiUPTC: Repositorio Institucional UPTC
repository_id_str
dc.title.en-US.fl_str_mv Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
dc.title.es-ES.fl_str_mv La actividad innovadora y sus fuentes de incertidumbre: una taxonomía integral
title Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
spellingShingle Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
innovation
uncertainty
perception
knowledge
innovación
incertidumbre
percepción
conocimiento
title_short Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
title_full Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
title_fullStr Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
title_full_unstemmed Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
title_sort Innovative Activity and its Sources of Uncertainty: A Comprehensive Taxonomy
dc.subject.en-US.fl_str_mv innovation
uncertainty
perception
knowledge
topic innovation
uncertainty
perception
knowledge
innovación
incertidumbre
percepción
conocimiento
dc.subject.es-ES.fl_str_mv innovación
incertidumbre
percepción
conocimiento
description The only certainty in innovation is uncertainty. The prevalence of heterogeneous unknowns, the novelty, non-standard, complex, multivariable, and interdependent character make innovation a reasoned process under uncertainty. When the adverse effects of this process are described, it is often done by referring to the terms risk and uncertainty interchangeably, given the diffuse boundary between the two. However, this confusion can lead to making poor quality decisions by assuming that they are familiar with important variables that arise from the innovation when in fact they are not. Given this theoretical and empirical disparity and ambiguity detected, this work develops an analysis of the concept of uncertainty, identifies its key characteristics and offers a taxonomy of the sources that originate it in the context of innovation. Through a mixed literature review analysis, an uncertainty proposition is presented that integrates perception, cognition processes, cognitive limitations, the information and/or knowledge gap, quality, and its accessibility, as well as inference and the construction of subjective models that give meaning to the situations experienced. In addition, the results provide the identification of five key characteristics and nine sources of uncertainty: 1) Political - Economic, 2) Sociocultural - Socioenvironmental, 3) Market, 4) Cooperation, collaboration, and co-innovation relations, 5) Technical - Technological, 6) Financial Capital, 7) Human intellectual capital, 8) Corporate governance - Operational interdependencies and 9) Commercial.  JEL Codes: O30, O31 Received: 26/09/2023.  Accepted: 14/04/2024.  Published: 18/05/2024. 
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-07-05T18:53:07Z
dc.date.available.none.fl_str_mv 2024-07-05T18:53:07Z
dc.date.none.fl_str_mv 2024-05-18
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a181
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/16596
10.19053/uptc.01211048.16596
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/12545
url https://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/16596
https://repositorio.uptc.edu.co/handle/001/12545
identifier_str_mv 10.19053/uptc.01211048.16596
dc.language.none.fl_str_mv spa
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/16596/14064
dc.rights.es-ES.fl_str_mv Derechos de autor 2024 Liliana Ramírez Rodríguez, Gibrán Rivera González
https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf98
rights_invalid_str_mv Derechos de autor 2024 Liliana Ramírez Rodríguez, Gibrán Rivera González
https://creativecommons.org/licenses/by-nc-nd/4.0/
http://purl.org/coar/access_right/c_abf98
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.es-ES.fl_str_mv Unidad Editorial UPTC
dc.source.en-US.fl_str_mv Inquietud Empresarial; Vol. 24 No. 1 (2024): Inquietud Empresarial 24(1) Enero-Junio: Special Issue on: "Organizational Studies in Innovation and Sustainability. The New Challenges in a Post Covid Era".; 1-17
dc.source.es-ES.fl_str_mv Inquietud Empresarial; Vol. 24 Núm. 1 (2024): Inquietud Empresarial 24(1) Enero-Junio: Special Issue on: "Organizational Studies in Innovation and Sustainability. The New Challenges in a Post Covid Era".; 1-17
dc.source.none.fl_str_mv 0121-1048
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
_version_ 1839633847602380800
spelling 2024-05-182024-07-05T18:53:07Z2024-07-05T18:53:07Zhttps://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/1659610.19053/uptc.01211048.16596https://repositorio.uptc.edu.co/handle/001/12545The only certainty in innovation is uncertainty. The prevalence of heterogeneous unknowns, the novelty, non-standard, complex, multivariable, and interdependent character make innovation a reasoned process under uncertainty. When the adverse effects of this process are described, it is often done by referring to the terms risk and uncertainty interchangeably, given the diffuse boundary between the two. However, this confusion can lead to making poor quality decisions by assuming that they are familiar with important variables that arise from the innovation when in fact they are not. Given this theoretical and empirical disparity and ambiguity detected, this work develops an analysis of the concept of uncertainty, identifies its key characteristics and offers a taxonomy of the sources that originate it in the context of innovation. Through a mixed literature review analysis, an uncertainty proposition is presented that integrates perception, cognition processes, cognitive limitations, the information and/or knowledge gap, quality, and its accessibility, as well as inference and the construction of subjective models that give meaning to the situations experienced. In addition, the results provide the identification of five key characteristics and nine sources of uncertainty: 1) Political - Economic, 2) Sociocultural - Socioenvironmental, 3) Market, 4) Cooperation, collaboration, and co-innovation relations, 5) Technical - Technological, 6) Financial Capital, 7) Human intellectual capital, 8) Corporate governance - Operational interdependencies and 9) Commercial.  JEL Codes: O30, O31 Received: 26/09/2023.  Accepted: 14/04/2024.  Published: 18/05/2024. La única certeza en la innovación es la incertidumbre. La prevalencia de incógnitas heterogéneas, el carácter novedoso, no estándar, complejo, multivariable e interdependiente hace de la innovación un proceso razonado bajo incertidumbre. Cuando se describen los efectos adversos de este proceso, con frecuencia se hace refiriéndose a los términos riesgo e incertidumbre indistintamente dado el límite difuso entre ambos. Sin embargo, esta confusión puede llevar a tomar decisiones con deficiente calidad al suponer que se conocen con claridad variables importantes que afectan la innovación cuando en realidad no es así. Ante esta disparidad y ambigüedad teórica y empírica detectada, este trabajo desarrolla un análisis del concepto de incertidumbre, identifica sus características clave y ofrece una taxonomía de las fuentes que la originan en el contexto de la innovación. A través de un análisis de revisión de literatura mixta se presenta una proposición de incertidumbre que integra la percepción, los procesos de cognición, las limitaciones cognitivas, la brecha de información o conocimiento, la calidad y su accesibilidad, así como la inferencia y la construcción de modelos subjetivos que dan sentido a las situaciones experimentadas. Además, los resultados aportan la identificación de cinco características clave y nueve fuentes de incertidumbre: 1) Política - económica, 2) Sociocultural – socioambiental, 3) Mercado, 4) Relaciones de cooperación, colaboración y coinnovación, 5) Técnico – tecnológico, 6) Capital financiero, 7) Capital intelectual humano, 8) Gobierno corporativo - Interdependencias operativas y 9) Comercial. Códigos JEL: O30, O31 Recibido: 26/09/2023. Aceptado: 14/04/2024. Publicado: 18/05/2024application/pdfspaspaUnidad Editorial UPTChttps://revistas.uptc.edu.co/index.php/inquietud_empresarial/article/view/16596/14064Derechos de autor 2024 Liliana Ramírez Rodríguez, Gibrán Rivera Gonzálezhttps://creativecommons.org/licenses/by-nc-nd/4.0/http://purl.org/coar/access_right/c_abf98http://purl.org/coar/access_right/c_abf2Inquietud Empresarial; Vol. 24 No. 1 (2024): Inquietud Empresarial 24(1) Enero-Junio: Special Issue on: "Organizational Studies in Innovation and Sustainability. The New Challenges in a Post Covid Era".; 1-17Inquietud Empresarial; Vol. 24 Núm. 1 (2024): Inquietud Empresarial 24(1) Enero-Junio: Special Issue on: "Organizational Studies in Innovation and Sustainability. The New Challenges in a Post Covid Era".; 1-170121-1048innovationuncertaintyperceptionknowledgeinnovaciónincertidumbrepercepciónconocimientoInnovative Activity and its Sources of Uncertainty: A Comprehensive TaxonomyLa actividad innovadora y sus fuentes de incertidumbre: una taxonomía integralinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a181http://purl.org/coar/version/c_970fb48d4fbd8a85Ramírez Rodríguez, LilianaRivera González, Gibrán001/12545oai:repositorio.uptc.edu.co:001/125452025-07-18 11:31:30.65metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co