Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia

Our goal is to understand process innovation activities, constraints, and challenges. Collaboration and Research and Development (R&D) are vital for innovation, but many Small- and Medium-size Enterprises (SMEs) need to improve on these, necessitating focused efforts. Innovation is linked to gro...

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Autores:
Henríquez-Calvo, Laura
Díaz Martínez, Karina Sofìa
Chang muñoz, eduardo
Guarín-García, Andrés Felipe
Portnoy, Ivan
Alfonso Ramírez, Javier
Tipo de recurso:
Article of investigation
Fecha de publicación:
2024
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/13084
Acceso en línea:
https://hdl.handle.net/11323/13084
https://repositorio.cuc.edu.co/
Palabra clave:
Process innovation
SMEs
Artificial Neural Networks ANN
Technological learning
Rights
openAccess
License
Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
id RCUC2_80079cba7d4b760e28017a57061a4c97
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repository_id_str
dc.title.eng.fl_str_mv Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
title Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
spellingShingle Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
Process innovation
SMEs
Artificial Neural Networks ANN
Technological learning
title_short Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
title_full Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
title_fullStr Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
title_full_unstemmed Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
title_sort Analysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in Colombia
dc.creator.fl_str_mv Henríquez-Calvo, Laura
Díaz Martínez, Karina Sofìa
Chang muñoz, eduardo
Guarín-García, Andrés Felipe
Portnoy, Ivan
Alfonso Ramírez, Javier
dc.contributor.author.none.fl_str_mv Henríquez-Calvo, Laura
Díaz Martínez, Karina Sofìa
Chang muñoz, eduardo
Guarín-García, Andrés Felipe
Portnoy, Ivan
Alfonso Ramírez, Javier
dc.subject.proposal.eng.fl_str_mv Process innovation
SMEs
Artificial Neural Networks ANN
Technological learning
topic Process innovation
SMEs
Artificial Neural Networks ANN
Technological learning
description Our goal is to understand process innovation activities, constraints, and challenges. Collaboration and Research and Development (R&D) are vital for innovation, but many Small- and Medium-size Enterprises (SMEs) need to improve on these, necessitating focused efforts. Innovation is linked to growth, productivity, and capacity, demanding new offerings and process improvement. Surveying 56 Colombian exporting SMEs with a 19-question survey, we employed Artificial Neural Network (ANN) models and Spearman correlation for predicting Process Innovation. Scrutinizing requisite activities and their impact is essential for economic growth, allowing SMEs to enhance performance through market-driven innovation. Collaboration with research institutions and suppliers is pivotal, highlighting its importance for process innovation. Process-focused firms emphasize process innovation, while Colombian exporting SMEs prioritize it for competitiveness. Technological learning shapes strategies, and SMEs leverage market innovation. We identified links between R&D/innovation (R&D+I) and export behavior. Innovation aids internationalization despite Colombia's innovation gap. Enterprises invest in R&D+I and external collaboration, while SMEs focus on efficiency. Prospective research should explore interconnections in innovation facets, harnessing machine learning.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-06-26T13:34:55Z
dc.date.available.none.fl_str_mv 2024-06-26T13:34:55Z
dc.date.issued.none.fl_str_mv 2024
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.citation.spa.fl_str_mv Laura Henríquez-Calvo, Karina Díaz-Martínez, Eduardo Antonio Chang-Muñoz, Andrés Felipe Guarín-García, Ivan Portnoy, Javier Alfonso Ramírez, Analysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises: A Case Study in Colombia, Procedia Computer Science, Volume 231, 2024, Pages 636-641, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.12.171
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dc.identifier.eissn.spa.fl_str_mv 1877-0509
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
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identifier_str_mv Laura Henríquez-Calvo, Karina Díaz-Martínez, Eduardo Antonio Chang-Muñoz, Andrés Felipe Guarín-García, Ivan Portnoy, Javier Alfonso Ramírez, Analysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises: A Case Study in Colombia, Procedia Computer Science, Volume 231, 2024, Pages 636-641, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.12.171
10.1016/j.procs.2023.12.171
1877-0509
Corporación Universidad de la Costa
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/13084
https://repositorio.cuc.edu.co/
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournal.spa.fl_str_mv Procedia Computer Science
dc.relation.references.spa.fl_str_mv [1] A. Krogh, “What are artificial neural networks?,” Nat. Biotechnol., vol. 26, no. 2, pp. 195–197, 2008.
[2] S. Fritsch, F. Guenther, and M. F. Guenther, “Package ‘neuralnet,’” Train. Neural Networks, vol. 2, p. 30, 2019.
[3]. National Competitiveness Council 2022: “National Competitiveness Report Colombia 2020– 2021,” National Competitiveness Council (2022)
[4] Kobarg, S., Stumpf-Wollersheim, J., Schlägel, C., Welpe, I.M.: Green together? The effects of companies’ innovation collaboration with different partner types on ecological process and product innovation. Ind. Innov. 27(9), 953–990 (2020). https://doi.org/10.1080/13662716. 2020.1713733
[5] Muñoz, E.C.; García, A.F.G.; Parejo, A.N.; Mercado-Caruso, N.; Gallego-Nicholls, J.F.; Taboada, A.P.H. HumanComputer Interaction Activities as a Basis in the Development of Innovations in Process: The Case of the Colombian Exporter SMEs. In HCI International 2022–Late Breaking Papers: HCI for Today’s Community and Economy; Springer: Berlin/Heidelberg, Germany, 2022; pp. 131–148.
[6] Rasheed, M.A., Shahzad, K., Nadeem, S.: Transformational leadership and employee voice for product and process innovation in SMEs. Innov. Manag. Rev. 18(1), 69–89 (2021). https:// doi.org/10.1108/inmr-01-2020-0007
[7] Sánchez J.L.R., Caruso N.N.M., Pacheco L.V., García A.F.G., Muñoz E.C., Nicholls J.F.G. Evolution of Women in the Spanish Labor Market of the Tourism Industry(2022) Procedia Computer Science, 203, pp. 615 – 620 https://doi.org/10.1016/j.procs.2022.07.089
[8] D. B. Arrieta, V. P. Parra, K. P. Jiménez, L. F. Alcántara y A. V. Lugo, "Factors that determine employees' customer experience orientation in the hotel industry", Procedia Comput. Sci., vol. 203, pp. 466–470 (2022) https://doi.org/10.1016/j.procs.2022.07.063.
[9] Camargo, G. (2017, 10 diciembre). Capacidad dinámica de innovación en las PyME exportadoras metalmecánicas en Colombia. https://www.revistaespacios.com/a17v38n58/17385816.html
[10] Zaverzhenets, M., Łobacz, K.: Digitalising and visualising innovation process: comparative analysis of digital tools supporting innovation process in SMEs. Procedia Comput. Sci. 192, 3805–3814 (2021). https://doi.org/10.1016/j.procs.2021.09.155
[11] “Decreto_957_de_2019”.
[12]. Najafi-Tavani, S., Najafi-Tavani, Z., Naudé, P., Oghazi, P., & Zeynaloo, E. (2018). How collaborative innovation networks affect new product performance: Product innovation capability, process innovation capability, and absorptive capacity. Industrial Marketing Management, 73, 193–205.
[13]. Chang-Muñoz, E.; Mercado-Caruso, N.; Gazabon, D.O.; Segarra-Oña, M.; Osorio, S.N. Product or process innovation? The dilemma for exporting SMEs in emerging economies: The case of the Colombian Caribbean. Procedia Comput. Sci. 2022, 198, 620–625.
[14]. Ovallos-Gazabon, D., Landazury-Villalba, L., Lugo-Arias, E., & Redondo Salas, A. (2018). Innovación y competitividad: una revisión de la literatura usando herramientas de minería de datos. In R. Prieto Pulido, J. García Guiliany, & Y. Rincón Quintero (Eds.), Liderazgo: Tendencias Emergentes para Inspirar la gestión de personas en las organizaciones (pp. 173–206). Ediciones Universidad Simón Bolívar. https://bonga.unisimon.edu.co/bitstream/handle/20.500.12442/3841/Liderazgo_TendenciasEmergentesparaInspirar_ gestion.pdf?sequence=1&isAllowed=y.
[15]. Fassio, C.: Export-led innovation: the role of export destinations. Ind. Corp. Change 27(1), 149–171 (2018). https://doi.org/10.1093/icc/dtx028.
[16]. Haryati, R., University, E., Yasri, Y.: Development of small, micro enterprises based (SMES) on innovation and environmental sustainable development in west sumatera (2021).
[17]. Polo Otero, J. L., Ramos Ruiz, J. L., Arrieta Barcasnegras, A. A., & Ramirez Arbelaez, N. (2018). Impacto de la innovacion sobre la conducta exportadora en el sector de alimentos y bebidas de Colombia. Revista de Análisis Económico, 33(1), 89–120.
[18]. Azevedo, M., Azevedo Lobo, C., Santos Pereira, C., Durão, N., Maldonado, I.: A possible relationship between internationalization and innovation strategies: an analysis of portuguese SMEs. Polish J. Manag. Stud. 23(1), 74–90 (2021). https://doi.org/10.17512/pjms.2021.23. 1.05.
[19] Ukpabio, M.G., Adeyeye, A.D., Oluwatope, O.B.: Absorptive capacity and product innovation: new evidence from Nigeria. Innov. Dev. 6(2), 213–233 (2016). https://doi.org/10.1080/ 2157930X.2016.1215801.
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spelling Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Henríquez-Calvo, LauraDíaz Martínez, Karina SofìaChang muñoz, eduardoGuarín-García, Andrés FelipePortnoy, IvanAlfonso Ramírez, Javier2024-06-26T13:34:55Z2024-06-26T13:34:55Z2024Laura Henríquez-Calvo, Karina Díaz-Martínez, Eduardo Antonio Chang-Muñoz, Andrés Felipe Guarín-García, Ivan Portnoy, Javier Alfonso Ramírez, Analysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises: A Case Study in Colombia, Procedia Computer Science, Volume 231, 2024, Pages 636-641, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.12.171https://hdl.handle.net/11323/1308410.1016/j.procs.2023.12.1711877-0509Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Our goal is to understand process innovation activities, constraints, and challenges. Collaboration and Research and Development (R&D) are vital for innovation, but many Small- and Medium-size Enterprises (SMEs) need to improve on these, necessitating focused efforts. Innovation is linked to growth, productivity, and capacity, demanding new offerings and process improvement. Surveying 56 Colombian exporting SMEs with a 19-question survey, we employed Artificial Neural Network (ANN) models and Spearman correlation for predicting Process Innovation. Scrutinizing requisite activities and their impact is essential for economic growth, allowing SMEs to enhance performance through market-driven innovation. Collaboration with research institutions and suppliers is pivotal, highlighting its importance for process innovation. Process-focused firms emphasize process innovation, while Colombian exporting SMEs prioritize it for competitiveness. Technological learning shapes strategies, and SMEs leverage market innovation. We identified links between R&D/innovation (R&D+I) and export behavior. Innovation aids internationalization despite Colombia's innovation gap. Enterprises invest in R&D+I and external collaboration, while SMEs focus on efficiency. Prospective research should explore interconnections in innovation facets, harnessing machine learning.6 páginasapplication/pdfengElsevier B.V.Netherlandshttps://www.sciencedirect.com/science/article/pii/S187705092302183XAnalysis of the impact process innovation and collaboration on competitiveness in small and medium-sized enterprises: a case study in ColombiaArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85ColombiaProcedia Computer Science[1] A. Krogh, “What are artificial neural networks?,” Nat. Biotechnol., vol. 26, no. 2, pp. 195–197, 2008.[2] S. Fritsch, F. Guenther, and M. F. Guenther, “Package ‘neuralnet,’” Train. Neural Networks, vol. 2, p. 30, 2019.[3]. National Competitiveness Council 2022: “National Competitiveness Report Colombia 2020– 2021,” National Competitiveness Council (2022)[4] Kobarg, S., Stumpf-Wollersheim, J., Schlägel, C., Welpe, I.M.: Green together? The effects of companies’ innovation collaboration with different partner types on ecological process and product innovation. Ind. Innov. 27(9), 953–990 (2020). https://doi.org/10.1080/13662716. 2020.1713733[5] Muñoz, E.C.; García, A.F.G.; Parejo, A.N.; Mercado-Caruso, N.; Gallego-Nicholls, J.F.; Taboada, A.P.H. HumanComputer Interaction Activities as a Basis in the Development of Innovations in Process: The Case of the Colombian Exporter SMEs. In HCI International 2022–Late Breaking Papers: HCI for Today’s Community and Economy; Springer: Berlin/Heidelberg, Germany, 2022; pp. 131–148.[6] Rasheed, M.A., Shahzad, K., Nadeem, S.: Transformational leadership and employee voice for product and process innovation in SMEs. Innov. Manag. Rev. 18(1), 69–89 (2021). https:// doi.org/10.1108/inmr-01-2020-0007[7] Sánchez J.L.R., Caruso N.N.M., Pacheco L.V., García A.F.G., Muñoz E.C., Nicholls J.F.G. Evolution of Women in the Spanish Labor Market of the Tourism Industry(2022) Procedia Computer Science, 203, pp. 615 – 620 https://doi.org/10.1016/j.procs.2022.07.089[8] D. B. Arrieta, V. P. Parra, K. P. Jiménez, L. F. Alcántara y A. V. Lugo, "Factors that determine employees' customer experience orientation in the hotel industry", Procedia Comput. Sci., vol. 203, pp. 466–470 (2022) https://doi.org/10.1016/j.procs.2022.07.063.[9] Camargo, G. (2017, 10 diciembre). Capacidad dinámica de innovación en las PyME exportadoras metalmecánicas en Colombia. https://www.revistaespacios.com/a17v38n58/17385816.html[10] Zaverzhenets, M., Łobacz, K.: Digitalising and visualising innovation process: comparative analysis of digital tools supporting innovation process in SMEs. Procedia Comput. Sci. 192, 3805–3814 (2021). https://doi.org/10.1016/j.procs.2021.09.155[11] “Decreto_957_de_2019”.[12]. Najafi-Tavani, S., Najafi-Tavani, Z., Naudé, P., Oghazi, P., & Zeynaloo, E. (2018). How collaborative innovation networks affect new product performance: Product innovation capability, process innovation capability, and absorptive capacity. Industrial Marketing Management, 73, 193–205.[13]. Chang-Muñoz, E.; Mercado-Caruso, N.; Gazabon, D.O.; Segarra-Oña, M.; Osorio, S.N. Product or process innovation? The dilemma for exporting SMEs in emerging economies: The case of the Colombian Caribbean. Procedia Comput. Sci. 2022, 198, 620–625.[14]. Ovallos-Gazabon, D., Landazury-Villalba, L., Lugo-Arias, E., & Redondo Salas, A. (2018). Innovación y competitividad: una revisión de la literatura usando herramientas de minería de datos. In R. Prieto Pulido, J. García Guiliany, & Y. Rincón Quintero (Eds.), Liderazgo: Tendencias Emergentes para Inspirar la gestión de personas en las organizaciones (pp. 173–206). Ediciones Universidad Simón Bolívar. https://bonga.unisimon.edu.co/bitstream/handle/20.500.12442/3841/Liderazgo_TendenciasEmergentesparaInspirar_ gestion.pdf?sequence=1&isAllowed=y.[15]. Fassio, C.: Export-led innovation: the role of export destinations. Ind. Corp. Change 27(1), 149–171 (2018). https://doi.org/10.1093/icc/dtx028.[16]. Haryati, R., University, E., Yasri, Y.: Development of small, micro enterprises based (SMES) on innovation and environmental sustainable development in west sumatera (2021).[17]. Polo Otero, J. L., Ramos Ruiz, J. L., Arrieta Barcasnegras, A. A., & Ramirez Arbelaez, N. (2018). Impacto de la innovacion sobre la conducta exportadora en el sector de alimentos y bebidas de Colombia. Revista de Análisis Económico, 33(1), 89–120.[18]. Azevedo, M., Azevedo Lobo, C., Santos Pereira, C., Durão, N., Maldonado, I.: A possible relationship between internationalization and innovation strategies: an analysis of portuguese SMEs. Polish J. Manag. Stud. 23(1), 74–90 (2021). https://doi.org/10.17512/pjms.2021.23. 1.05.[19] Ukpabio, M.G., Adeyeye, A.D., Oluwatope, O.B.: Absorptive capacity and product innovation: new evidence from Nigeria. Innov. Dev. 6(2), 213–233 (2016). https://doi.org/10.1080/ 2157930X.2016.1215801.641636231Process innovationSMEsArtificial Neural Networks ANNTechnological learningPublicationORIGINALAnalysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises.pdfAnalysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises.pdfArtículoapplication/pdf630859https://repositorio.cuc.edu.co/bitstreams/85e1d28c-3dc6-4e7c-8b6e-12aab1822a72/download164af5544c9d0a16ec4ca616368c536bMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-814828https://repositorio.cuc.edu.co/bitstreams/0e6071c8-ce50-46fb-b3cc-2973be6a981d/download2f9959eaf5b71fae44bbf9ec84150c7aMD52TEXTAnalysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized Enterprises.pdf.txtAnalysis of the Impact Process Innovation and Collaboration on Competitiveness in Small and Medium-sized 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ada en las Obras Colectivas.

b.	Distribuir copias o fonogramas de las Obras, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública, incluyéndolas como incorporadas en Obras Colectivas, según corresponda.

c.	Distribuir copias de las Obras Derivadas que se generen, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública.
Los derechos mencionados anteriormente pueden ser ejercidos en todos los medios y formatos, actualmente conocidos o que se inventen en el futuro. Los derechos antes mencionados incluyen el derecho a realizar dichas modificaciones en la medida que sean técnicamente necesarias para ejercer los derechos en otro medio o formatos, pero de otra manera usted no está autorizado para realizar obras derivadas. Todos los derechos no otorgados expresamente por el Licenciante quedan por este medio reservados, incluyendo pero sin limitarse a aquellos que se mencionan en las secciones 4(d) y 4(e).

4. Restricciones.
La licencia otorgada en la anterior Sección 3 está expresamente sujeta y limitada por las siguientes restricciones:

a.	Usted puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra sólo bajo las condiciones de esta Licencia, y Usted debe incluir una copia de esta licencia o del Identificador Universal de Recursos de la misma con cada copia de la Obra que distribuya, exhiba públicamente, ejecute públicamente o ponga a disposición pública. No es posible ofrecer o imponer ninguna condición sobre la Obra que altere o limite las condiciones de esta Licencia o el ejercicio de los derechos de los destinatarios otorgados en este documento. No es posible sublicenciar la Obra. Usted debe mantener intactos todos los avisos que hagan referencia a esta Licencia y a la cláusula de limitación de garantías. Usted no puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra con alguna medida tecnológica que controle el acceso o la utilización de ella de una forma que sea inconsistente con las condiciones de esta Licencia. Lo anterior se aplica a la Obra incorporada a una Obra Colectiva, pero esto no exige que la Obra Colectiva aparte de la obra misma quede sujeta a las condiciones de esta Licencia. Si Usted crea una Obra Colectiva, previo aviso de cualquier Licenciante debe, en la medida de lo posible, eliminar de la Obra Colectiva cualquier referencia a dicho Licenciante o al Autor Original, según lo solicitado por el Licenciante y conforme lo exige la cláusula 4(c).

b.	Usted no puede ejercer ninguno de los derechos que le han sido otorgados en la Sección 3 precedente de modo que estén principalmente destinados o directamente dirigidos a conseguir un provecho comercial o una compensación monetaria privada. El intercambio de la Obra por otras obras protegidas por derechos de autor, ya sea a través de un sistema para compartir archivos digitales (digital file-sharing) o de cualquier otra manera no será considerado como estar destinado principalmente o dirigido directamente a conseguir un provecho comercial o una compensación monetaria privada, siempre que no se realice un pago mediante una compensación monetaria en relación con el intercambio de obras protegidas por el derecho de autor.

c.	Si usted distribuye, exhibe públicamente, ejecuta públicamente o ejecuta públicamente en forma digital la Obra o cualquier Obra Derivada u Obra Colectiva, Usted debe mantener intacta toda la información de derecho de autor de la Obra y proporcionar, de forma razonable según el medio o manera que Usted esté utilizando: (i) el nombre del Autor Original si está provisto (o seudónimo, si fuere aplicable), y/o (ii) el nombre de la parte o las partes que el Autor Original y/o el Licenciante hubieren designado para la atribución (v.g., un instituto patrocinador, editorial, publicación) en la información de los derechos de autor del Licenciante, términos de servicios o de otras formas razonables; el título de la Obra si está provisto; en la medida de lo razonablemente factible y, si está provisto, el Identificador Uniforme de Recursos (Uniform Resource Identifier) que el Licenciante especifica para ser asociado con la Obra, salvo que tal URI no se refiera a la nota sobre los derechos de autor o a la información sobre el licenciamiento de la Obra; y en el caso de una Obra Derivada, atribuir el crédito identificando el uso de la Obra en la Obra Derivada (v.g., "Traducción Francesa de la Obra del Autor Original," o "Guión Cinematográfico basado en la Obra original del Autor Original"). Tal crédito puede ser implementado de cualquier forma razonable; en el caso, sin embargo, de Obras Derivadas u Obras Colectivas, tal crédito aparecerá, como mínimo, donde aparece el crédito de cualquier otro autor comparable y de una manera, al menos, tan destacada como el crédito de otro autor comparable.

d.	Para evitar toda confusión, el Licenciante aclara que, cuando la obra es una composición musical:

i.	Regalías por interpretación y ejecución bajo licencias generales. El Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública o la ejecución pública digital de la obra y de recolectar, sea individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, SAYCO), las regalías por la ejecución pública o por la ejecución pública digital de la obra (por ejemplo Webcast) licenciada bajo licencias generales, si la interpretación o ejecución de la obra está primordialmente orientada por o dirigida a la obtención de una ventaja comercial o una compensación monetaria privada.

ii.	Regalías por Fonogramas. El Licenciante se reserva el derecho exclusivo de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, los consagrados por la SAYCO), una agencia de derechos musicales o algún agente designado, las regalías por cualquier fonograma que Usted cree a partir de la obra (“versión cover”) y distribuya, en los términos del régimen de derechos de autor, si la creación o distribución de esa versión cover está primordialmente destinada o dirigida a obtener una ventaja comercial o una compensación monetaria privada.

e.	Gestión de Derechos de Autor sobre Interpretaciones y Ejecuciones Digitales (WebCasting). Para evitar toda confusión, el Licenciante aclara que, cuando la obra sea un fonograma, el Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública digital de la obra (por ejemplo, webcast) y de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, ACINPRO), las regalías por la ejecución pública digital de la obra (por ejemplo, webcast), sujeta a las disposiciones aplicables del régimen de Derecho de Autor, si esta ejecución pública digital está primordialmente dirigida a obtener una ventaja comercial o una compensación monetaria privada.

5. Representaciones, Garantías y Limitaciones de Responsabilidad.
A MENOS QUE LAS PARTES LO ACORDARAN DE OTRA FORMA POR ESCRITO, EL LICENCIANTE OFRECE LA OBRA (EN EL ESTADO EN EL QUE SE ENCUENTRA) “TAL CUAL”, SIN BRINDAR GARANTÍAS DE CLASE ALGUNA RESPECTO DE LA OBRA, YA SEA EXPRESA, IMPLÍCITA, LEGAL O CUALQUIERA OTRA, INCLUYENDO, SIN LIMITARSE A ELLAS, GARANTÍAS DE TITULARIDAD, COMERCIABILIDAD, ADAPTABILIDAD O ADECUACIÓN A PROPÓSITO DETERMINADO, AUSENCIA DE INFRACCIÓN, DE AUSENCIA DE DEFECTOS LATENTES O DE OTRO TIPO, O LA PRESENCIA O AUSENCIA DE ERRORES, SEAN O NO DESCUBRIBLES (PUEDAN O NO SER ESTOS DESCUBIERTOS). ALGUNAS JURISDICCIONES NO PERMITEN LA EXCLUSIÓN DE GARANTÍAS IMPLÍCITAS, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

6. Limitación de responsabilidad.
A MENOS QUE LO EXIJA EXPRESAMENTE LA LEY APLICABLE, EL LICENCIANTE NO SERÁ RESPONSABLE ANTE USTED POR DAÑO ALGUNO, SEA POR RESPONSABILIDAD EXTRACONTRACTUAL, PRECONTRACTUAL O CONTRACTUAL, OBJETIVA O SUBJETIVA, SE TRATE DE DAÑOS MORALES O PATRIMONIALES, DIRECTOS O INDIRECTOS, PREVISTOS O IMPREVISTOS PRODUCIDOS POR EL USO DE ESTA LICENCIA O DE LA OBRA, AUN CUANDO EL LICENCIANTE HAYA SIDO ADVERTIDO DE LA POSIBILIDAD DE DICHOS DAÑOS. ALGUNAS LEYES NO PERMITEN LA EXCLUSIÓN DE CIERTA RESPONSABILIDAD, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.

7. Término.

a.	Esta Licencia y los derechos otorgados en virtud de ella terminarán automáticamente si Usted infringe alguna condición establecida en ella. Sin embargo, los individuos o entidades que han recibido Obras Derivadas o Colectivas de Usted de conformidad con esta Licencia, no verán terminadas sus licencias, siempre que estos individuos o entidades sigan cumpliendo íntegramente las condiciones de estas licencias. Las Secciones 1, 2, 5, 6, 7, y 8 subsistirán a cualquier terminación de esta Licencia.

b.	Sujeta a las condiciones y términos anteriores, la licencia otorgada aquí es perpetua (durante el período de vigencia de los derechos de autor de la obra). No obstante lo anterior, el Licenciante se reserva el derecho a publicar y/o estrenar la Obra bajo condiciones de licencia diferentes o a dejar de distribuirla en los términos de esta Licencia en cualquier momento; en el entendido, sin embargo, que esa elección no servirá para revocar esta licencia o que deba ser otorgada , bajo los términos de esta licencia), y esta licencia continuará en pleno vigor y efecto a menos que sea terminada como se expresa atrás. La Licencia revocada continuará siendo plenamente vigente y efectiva si no se le da término en las condiciones indicadas anteriormente.

8. Varios.

a.	Cada vez que Usted distribuya o ponga a disposición pública la Obra o una Obra Colectiva, el Licenciante ofrecerá al destinatario una licencia en los mismos términos y condiciones que la licencia otorgada a Usted bajo esta Licencia.

b.	Si alguna disposición de esta Licencia resulta invalidada o no exigible, según la legislación vigente, esto no afectará ni la validez ni la aplicabilidad del resto de condiciones de esta Licencia y, sin acción adicional por parte de los sujetos de este acuerdo, aquélla se entenderá reformada lo mínimo necesario para hacer que dicha disposición sea válida y exigible.

c.	Ningún término o disposición de esta Licencia se estimará renunciada y ninguna violación de ella será consentida a menos que esa renuncia o consentimiento sea otorgado por escrito y firmado por la parte que renuncie o consienta.

d.	Esta Licencia refleja el acuerdo pleno entre las partes respecto a la Obra aquí licenciada. No hay arreglos, acuerdos o declaraciones respecto a la Obra que no estén especificados en este documento. El Licenciante no se verá limitado por ninguna disposición adicional que pueda surgir en alguna comunicación emanada de Usted. Esta Licencia no puede ser modificada sin el consentimiento mutuo por escrito del Licenciante y Usted.
