The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes
Strategic thinking (ST) is the ability to analyze and appraise information to identify and anticipate opportunities and challenges in the decision-making and planning within a company, proposing actions leading to fulfilling the company's goals. Combining strategic thinking and innovation might...
- Autores:
-
Henriquez-Calvo, Laura
Díaz Martínez, Karina Sofìa
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2023
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/13085
- Acceso en línea:
- https://hdl.handle.net/11323/13085
https://repositorio.cuc.edu.co/
- Palabra clave:
- Strategic thinking
Process innovation
Strategies
Machine learning
- Rights
- openAccess
- License
- Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
| title |
The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes Strategic thinking Process innovation Strategies Machine learning |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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The importance of strategic thinking and innovation for the growth of smes: case of the colombian smes |
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Henriquez-Calvo, Laura Díaz Martínez, Karina Sofìa |
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Henriquez-Calvo, Laura Díaz Martínez, Karina Sofìa |
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Strategic thinking Process innovation Strategies Machine learning |
| topic |
Strategic thinking Process innovation Strategies Machine learning |
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Strategic thinking (ST) is the ability to analyze and appraise information to identify and anticipate opportunities and challenges in the decision-making and planning within a company, proposing actions leading to fulfilling the company's goals. Combining strategic thinking and innovation might help achieve essential milestones such as developing new ideas or approaches, solving critical problems, and improving existing processes with the aid of technology. Strategic and innovative leaders constantly seek new business solutions and more efficient practices. For small and medium-sized enterprises (SMEs), it is of utmost importance to elucidate those process innovation (PI) actions leading to staying competitive and sustainable, as well as to allocate and use their resources accurately if they are to outgrow competitors. Considering the case of Colombian SMEs, this study aims to identify the underlying relationship between ST and PI-related variables. A survey-like instrument with 28 discrete-scale variables was applied to 56 SMEs on the north coast of Colombia. Twelve variables relate to ST; the other sixteen account for PI. A (Spearman) correlation analysis was conducted along with the construction of three machine learning models. Results revealed a positive, significant association between incentives for generating and implementing innovative ideas and the implementation of enhanced, value-adding production methods. |
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Laura Henriquez-Calvo, Karina Díaz-Martínez, The Importance of Strategic Thinking and Innovation for the Growth of SMEs: Case of the Colombian SMEs, Procedia Computer Science, Volume 224, 2023, Pages 495-501, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.09.071 |
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Laura Henriquez-Calvo, Karina Díaz-Martínez, The Importance of Strategic Thinking and Innovation for the Growth of SMEs: Case of the Colombian SMEs, Procedia Computer Science, Volume 224, 2023, Pages 495-501, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.09.071 10.1016/j.procs.2023.09.071 1877-0509 Corporación Universidad de la Costa REDICUC - Repositorio CUC |
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[1] H. Mintzberg, B. Ahlstrand, and J. Lampel, Safari_a_la_estrategia, Spanish E. 2001. [2] T. Sinnaiah, S. Adam, and B. Mahadi, “A strategic management process: the role of decision-making style and organisational performance,” Journal of Work-Applied Management, 2023, doi: 10.1108/JWAM-10- 2022-0074. [3] D. C. Landinez-Lamadrid, D. G. Ramirez-Ríos, D. Neira Rodado, K. Parra Negrete, and J. P. Combita Niño, “Shapley Value: its algorithms and application to supply chains,” INGE CUC, vol. 13, no. 1, pp. 61–69, Jan. 2017, doi: 10.17981/ingecuc.13.1.2017.06. [4] M. G. Ukpabio, A. D. Adeyeye, and O. B. Oluwatope, “Absorptive capacity and product innovation: New evidence from Nigeria,” Innovation and Development, vol. 6, no. 2, pp. 213–233, 2016, doi: 10.1080/2157930X.2016.1215801. [5] E. Bartoloni and M. Baussola, “Driving business performance: innovation complementarities and persistence patterns,” Ind Innov, vol. 25, no. 5, pp. 505–525, May 2018, doi: 10.1080/13662716.2017.1327843. [6] E. Chang-Muñoz, N. Mercado-Caruso, D. O. Gazabon, M. Segarra-Oña, and S. N. Osorio, “Product or process innovation? the dilemma for exporting SMEs in emerging economies: The case of the Colombian Caribbean,” in Procedia Computer Science, Elsevier B.V., 2021, pp. 620–625. doi: 10.1016/j.procs.2021.12.296. [7] L. Kohnová and N. Salajová, “Re-Thinking Industry 4.0 Effect on Competitive Forces: Empirical Study on Innovation,” Sustainability (Switzerland), vol. 15, no. 3, Feb. 2023, doi: 10.3390/su15032637. [8] N. AlQershi, “Strategic thinking, strategic planning, strategic innovation and the performance of SMEs: The mediating role of human capital,” Management Science Letters, pp. 1003–1012, 2021, doi: 10.5267/j.msl.2020.9.042. [9] R. Iagăru, A. Șipoș, and P. Iagăru, “Strategic Thinking and Its Role in Accelerating the Transition from the Linear to the Circular Economic Model—Case Study of the Agri-Food Sector in the Sibiu Depression Microregion, Romania,” Sustainability (Switzerland), vol. 15, no. 4, Feb. 2023, doi: 10.3390/su15043109. [10] E. Chang and A. J. Paredes-Chacín, “Pensamiento estratégico en la gestión de las tiendas de barrio,” Opcion, vol. 32, no. 13, pp. 228–254, 2016. [11] “Decreto_957_de_2019”. [12] J. H. Zar, “Significance Testing of the Spearman Rank Correlation Coefficient,” J Am Stat Assoc, vol. 67, no. 339, pp. 578–580, Sep. 1972, doi: 10.1080/01621459.1972.10481251. [13] A. Cutler, D. R. Cutler, and J. R. Stevens, “Random Forests BT - Ensemble Machine Learning: Methods and Applications,” C. Zhang and Y. Ma, Eds., Boston, MA: Springer US, 2012, pp. 157–175. doi: 10.1007/978-1-4419-9326-7_5. [14] W. S. Noble, “What is a support vector machine?,” Nat Biotechnol, vol. 24, no. 12, pp. 1565–1567, 2006, doi: 10.1038/nbt1206-1565. [15] A. Krogh, “What are artificial neural networks?,” Nat Biotechnol, vol. 26, no. 2, pp. 195–197, 2008, doi: 10.1038/nbt1386. [16] J. Ortiz and V. Salas Fumás, “Technological innovation and the demand for labor by firms in expansion and recession,” Economics of Innovation and New Technology, vol. 29, no. 4, pp. 417–440, May 2020, doi: 10.1080/10438599.2019.1629535. [17] M. Bagheri, S. Mitchelmore, V. Bamiatzi, and K. Nikolopoulos, “Internationalization Orientation in SMEs: The Mediating Role of Technological Innovation,” Journal of International Management, vol. 25, no. 1, pp. 121–139, Mar. 2019, doi: 10.1016/j.intman.2018.08.002. [18] D. L. M. Ocasal, A. L. V Lugo, L. A. B. Melo, and P. P. Miranda, “Innovative thinking in the leaders and competitiveness of SMEs in the Industrial sector in Colombia,” in Procedia Computer Science, 2022, pp. 333–338. doi: 10.1016/j.procs.2022.10.160. [19] E. Chang Muñoz, A. F. Guarín García, A. Nieto Parejo, N. Mercado-Caruso, J. F. Gallego-Nicholls, and A. P. Huyke Taboada, “Human-Computer Interaction Activities as a Basis in the Development of Innovations in Process: The Case of the Colombian Exporter SMEs,” in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2022, pp. 131–148. doi: 10.1007/978-3-031-18158-0_9. [20] M. S. Alosani, R. Yusoff, and H. Al-Dhaafri, “The effect of innovation and strategic planning on enhancing organizational performance of Dubai Police,” Innovation and Management Review, vol. 17, no. 1, pp. 2–24, Feb. 2020, doi: 10.1108/INMR-06-2018-0039. [21] O. B. Payares, E. C. Muñoz, M. S. Otero, and L. S. Otero, “Micro-entrepreneurship: Situation and outlook in the Colombian Caribbean Region,” Espacios, vol. 39, no. 4, 2018. |
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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_abf2Henriquez-Calvo, LauraDíaz Martínez, Karina Sofìa2024-06-26T15:41:08Z2024-06-26T15:41:08Z2023Laura Henriquez-Calvo, Karina Díaz-Martínez, The Importance of Strategic Thinking and Innovation for the Growth of SMEs: Case of the Colombian SMEs, Procedia Computer Science, Volume 224, 2023, Pages 495-501, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2023.09.071https://hdl.handle.net/11323/1308510.1016/j.procs.2023.09.0711877-0509Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Strategic thinking (ST) is the ability to analyze and appraise information to identify and anticipate opportunities and challenges in the decision-making and planning within a company, proposing actions leading to fulfilling the company's goals. Combining strategic thinking and innovation might help achieve essential milestones such as developing new ideas or approaches, solving critical problems, and improving existing processes with the aid of technology. Strategic and innovative leaders constantly seek new business solutions and more efficient practices. For small and medium-sized enterprises (SMEs), it is of utmost importance to elucidate those process innovation (PI) actions leading to staying competitive and sustainable, as well as to allocate and use their resources accurately if they are to outgrow competitors. Considering the case of Colombian SMEs, this study aims to identify the underlying relationship between ST and PI-related variables. A survey-like instrument with 28 discrete-scale variables was applied to 56 SMEs on the north coast of Colombia. Twelve variables relate to ST; the other sixteen account for PI. A (Spearman) correlation analysis was conducted along with the construction of three machine learning models. Results revealed a positive, significant association between incentives for generating and implementing innovative ideas and the implementation of enhanced, value-adding production methods.7 páginasapplication/pdfengElsevier B.V.Netherlandshttps://www.sciencedirect.com/science/article/pii/S1877050923011183?via%3DihubThe importance of strategic thinking and innovation for the growth of smes: case of the colombian smesArtículo 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_970fb48d4fbd8a85Procedia Computer Science[1] H. Mintzberg, B. Ahlstrand, and J. Lampel, Safari_a_la_estrategia, Spanish E. 2001.[2] T. Sinnaiah, S. Adam, and B. Mahadi, “A strategic management process: the role of decision-making style and organisational performance,” Journal of Work-Applied Management, 2023, doi: 10.1108/JWAM-10- 2022-0074.[3] D. C. Landinez-Lamadrid, D. G. Ramirez-Ríos, D. Neira Rodado, K. Parra Negrete, and J. P. Combita Niño, “Shapley Value: its algorithms and application to supply chains,” INGE CUC, vol. 13, no. 1, pp. 61–69, Jan. 2017, doi: 10.17981/ingecuc.13.1.2017.06.[4] M. G. Ukpabio, A. D. Adeyeye, and O. B. Oluwatope, “Absorptive capacity and product innovation: New evidence from Nigeria,” Innovation and Development, vol. 6, no. 2, pp. 213–233, 2016, doi: 10.1080/2157930X.2016.1215801.[5] E. Bartoloni and M. Baussola, “Driving business performance: innovation complementarities and persistence patterns,” Ind Innov, vol. 25, no. 5, pp. 505–525, May 2018, doi: 10.1080/13662716.2017.1327843.[6] E. Chang-Muñoz, N. Mercado-Caruso, D. O. Gazabon, M. Segarra-Oña, and S. N. Osorio, “Product or process innovation? the dilemma for exporting SMEs in emerging economies: The case of the Colombian Caribbean,” in Procedia Computer Science, Elsevier B.V., 2021, pp. 620–625. doi: 10.1016/j.procs.2021.12.296.[7] L. Kohnová and N. Salajová, “Re-Thinking Industry 4.0 Effect on Competitive Forces: Empirical Study on Innovation,” Sustainability (Switzerland), vol. 15, no. 3, Feb. 2023, doi: 10.3390/su15032637.[8] N. AlQershi, “Strategic thinking, strategic planning, strategic innovation and the performance of SMEs: The mediating role of human capital,” Management Science Letters, pp. 1003–1012, 2021, doi: 10.5267/j.msl.2020.9.042.[9] R. Iagăru, A. Șipoș, and P. Iagăru, “Strategic Thinking and Its Role in Accelerating the Transition from the Linear to the Circular Economic Model—Case Study of the Agri-Food Sector in the Sibiu Depression Microregion, Romania,” Sustainability (Switzerland), vol. 15, no. 4, Feb. 2023, doi: 10.3390/su15043109.[10] E. Chang and A. J. Paredes-Chacín, “Pensamiento estratégico en la gestión de las tiendas de barrio,” Opcion, vol. 32, no. 13, pp. 228–254, 2016.[11] “Decreto_957_de_2019”.[12] J. H. Zar, “Significance Testing of the Spearman Rank Correlation Coefficient,” J Am Stat Assoc, vol. 67, no. 339, pp. 578–580, Sep. 1972, doi: 10.1080/01621459.1972.10481251.[13] A. Cutler, D. R. Cutler, and J. R. Stevens, “Random Forests BT - Ensemble Machine Learning: Methods and Applications,” C. Zhang and Y. Ma, Eds., Boston, MA: Springer US, 2012, pp. 157–175. doi: 10.1007/978-1-4419-9326-7_5.[14] W. S. Noble, “What is a support vector machine?,” Nat Biotechnol, vol. 24, no. 12, pp. 1565–1567, 2006, doi: 10.1038/nbt1206-1565.[15] A. Krogh, “What are artificial neural networks?,” Nat Biotechnol, vol. 26, no. 2, pp. 195–197, 2008, doi: 10.1038/nbt1386.[16] J. Ortiz and V. Salas Fumás, “Technological innovation and the demand for labor by firms in expansion and recession,” Economics of Innovation and New Technology, vol. 29, no. 4, pp. 417–440, May 2020, doi: 10.1080/10438599.2019.1629535.[17] M. Bagheri, S. Mitchelmore, V. Bamiatzi, and K. Nikolopoulos, “Internationalization Orientation in SMEs: The Mediating Role of Technological Innovation,” Journal of International Management, vol. 25, no. 1, pp. 121–139, Mar. 2019, doi: 10.1016/j.intman.2018.08.002.[18] D. L. M. Ocasal, A. L. V Lugo, L. A. B. Melo, and P. P. Miranda, “Innovative thinking in the leaders and competitiveness of SMEs in the Industrial sector in Colombia,” in Procedia Computer Science, 2022, pp. 333–338. doi: 10.1016/j.procs.2022.10.160.[19] E. Chang Muñoz, A. F. Guarín García, A. Nieto Parejo, N. Mercado-Caruso, J. F. Gallego-Nicholls, and A. P. Huyke Taboada, “Human-Computer Interaction Activities as a Basis in the Development of Innovations in Process: The Case of the Colombian Exporter SMEs,” in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2022, pp. 131–148. doi: 10.1007/978-3-031-18158-0_9.[20] M. S. Alosani, R. Yusoff, and H. Al-Dhaafri, “The effect of innovation and strategic planning on enhancing organizational performance of Dubai Police,” Innovation and Management Review, vol. 17, no. 1, pp. 2–24, Feb. 2020, doi: 10.1108/INMR-06-2018-0039.[21] O. B. Payares, E. C. Muñoz, M. S. Otero, and L. S. Otero, “Micro-entrepreneurship: Situation and outlook in the Colombian Caribbean Region,” Espacios, vol. 39, no. 4, 2018.501495224Strategic thinkingProcess innovationStrategiesMachine learningPublicationORIGINALThe Importance of Strategic Thinking and Innovation for the Growth of SMEs.pdfThe Importance of Strategic Thinking and Innovation for the Growth of SMEs.pdfArtículoapplication/pdf679702https://repositorio.cuc.edu.co/bitstreams/e7f544e5-7766-4586-b618-5cd5f867d492/download06c3061f2e0d211a28f56901254336a3MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-814828https://repositorio.cuc.edu.co/bitstreams/f22fbada-cb2d-478d-95c7-60ace28c9792/download2f9959eaf5b71fae44bbf9ec84150c7aMD52TEXTThe Importance of Strategic Thinking and Innovation for the Growth of SMEs.pdf.txtThe Importance of Strategic Thinking and Innovation for the Growth of SMEs.pdf.txtExtracted 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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.
 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