Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech
La tesis aborda los desafíos y oportunidades que enfrenta la industria de alimentos en Colombia en un contexto global caracterizado por rápidas transformaciones tecnológicas. Este estudio propone un enfoque innovador para comprender la integración de las tecnologías emergentes en su cadena de valor,...
- Autores:
-
Montes Pineda, Juan Camilo
- Tipo de recurso:
- Doctoral thesis
- Fecha de publicación:
- 2024
- Institución:
- Universidad de los Andes
- Repositorio:
- Séneca: repositorio Uniandes
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.uniandes.edu.co:1992/75546
- Acceso en línea:
- https://hdl.handle.net/1992/75546
- Palabra clave:
- Foodtech
Startups
Cooperación en la cadena de abastecimiento
Desarrollo de proveedores
Industria de Alimentos
Tecnologías convergentes
Frontera tecnológica
Encadenamiento productivo innovador
Cadena de valor
Administración
Ingeniería
Diseño
Gobierno y Asuntos Públicos
- Rights
- embargoedAccess
- License
- Attribution-NonCommercial 4.0 International
id |
UNIANDES2_9054f32a375aa95147c69bf1b658e4a4 |
---|---|
oai_identifier_str |
oai:repositorio.uniandes.edu.co:1992/75546 |
network_acronym_str |
UNIANDES2 |
network_name_str |
Séneca: repositorio Uniandes |
repository_id_str |
|
dc.title.eng.fl_str_mv |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
dc.title.alternative.eng.fl_str_mv |
Integration of Converging Technologies in the Food Industry in Colombia: Innovation, Sustainability and Competitiveness in FoodTech |
title |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
spellingShingle |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech Foodtech Startups Cooperación en la cadena de abastecimiento Desarrollo de proveedores Industria de Alimentos Tecnologías convergentes Frontera tecnológica Encadenamiento productivo innovador Cadena de valor Administración Ingeniería Diseño Gobierno y Asuntos Públicos |
title_short |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
title_full |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
title_fullStr |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
title_full_unstemmed |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
title_sort |
Integración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTech |
dc.creator.fl_str_mv |
Montes Pineda, Juan Camilo |
dc.contributor.advisor.none.fl_str_mv |
Vesga Fajardo, Rafael Augusto |
dc.contributor.author.none.fl_str_mv |
Montes Pineda, Juan Camilo |
dc.contributor.jury.none.fl_str_mv |
González Barrios, Andrés Fernando Pachón Buitrago, Mónica Van Hoof, Bernhardus Johannes Socolovsky, Susana |
dc.contributor.researchgroup.none.fl_str_mv |
Facultad de Ingeniería |
dc.subject.keyword.none.fl_str_mv |
Foodtech Startups Cooperación en la cadena de abastecimiento Desarrollo de proveedores |
topic |
Foodtech Startups Cooperación en la cadena de abastecimiento Desarrollo de proveedores Industria de Alimentos Tecnologías convergentes Frontera tecnológica Encadenamiento productivo innovador Cadena de valor Administración Ingeniería Diseño Gobierno y Asuntos Públicos |
dc.subject.keyword.spa.fl_str_mv |
Industria de Alimentos Tecnologías convergentes Frontera tecnológica Encadenamiento productivo innovador Cadena de valor |
dc.subject.themes.none.fl_str_mv |
Administración Ingeniería Diseño Gobierno y Asuntos Públicos |
description |
La tesis aborda los desafíos y oportunidades que enfrenta la industria de alimentos en Colombia en un contexto global caracterizado por rápidas transformaciones tecnológicas. Este estudio propone un enfoque innovador para comprender la integración de las tecnologías emergentes en su cadena de valor, fortaleciendo la competitividad del sector mediante un modelo de encadenamiento productivo innovador. La investigación se desarrolló en cuatro etapas principales, cada una con un enfoque específico para analizar y mejorar la adopción de tecnologías convergentes en la industria de alimentos en Colombia: - Diagnóstico de la Industria de Alimentos: A partir de un análisis teórico y su contraste con expertos del sector, i) se mapeó la cadena de valor de la industria de alimentos, proponiendo seis procesos y 22 etapas clave, y ii) se identificaron las tecnologías emergentes que están transformando el sector. Este diagnóstico fue soportado en una revisión exhaustiva de literatura académica, entrevistas con expertos y un enfoque exploratorio que permitió estructurar una base sólida para entender los desafíos tecnológicos y organizativos en Colombia. - Exploración de la Frontera Tecnológica de la Industria de Alimentos: Se desarrolló un artefacto tecnológico capaz de analizar grandes volúmenes de información, incluyendo 5,680 artículos científicos (de Clarivate), 2,107 patentes (de Patentscope de la World Intellectual Property Organization - WIPO) y 3,694 inversiones en startups (de Crunchbase). Este análisis reveló la escasa participación de Colombia en la frontera tecnológica, con solo 9 artículos científicos, 15 startups y 2 patentes registradas. Esta limitación motivó un análisis profundo sobre la adopción tecnológica en el contexto colombiano mediante instrumentos adicionales. - Sondeo FoodTech en Colombia: En colaboración con empresas de la Cámara de Alimentos de la ANDI y el Clúster de Seguridad Alimentaria de la Cámara de Comercio de Bogotá, se estudiaron 291 iniciativas en 164 empresas. Este sondeo evidenció que la experimentación y la cooperación son factores determinantes para avanzar en la adopción de tecnologías emergentes. Los hallazgos subrayan la importancia de las dinámicas colaborativas y de un entorno de experimentación para fomentar la innovación en el sector. - Desarrollo de la Herramienta NEPI (Nivel de Encadenamiento Productivo Innovador): Se diseñó la herramienta NEPI para medir la relación entre la adopción de tecnología y los niveles de experimentación y cooperación en las iniciativas empresariales. NEPI clasifica las iniciativas en cuatro categorías: Relegados, Artesanos, Lobos Solitarios y Neuronales. Esta herramienta ofrece una hoja de ruta clara para guiar a las empresas hacia niveles superiores de integración tecnológica y competitividad. Los principales aportes de la investigación fueron: • Creación de un marco conceptual para entender la integración de tecnologías convergentes en la cadena de valor de la industria de alimentos. • Desarrollo de un artefacto digital que permite analizar grandes bases de datos científicas, de patentes y de inversión. • Generación de un modelo práctico para medir y mejorar el encadenamiento productivo innovador en el sector alimentario colombiano. • Contribuciones al cierre de brechas entre la academia, la industria y las políticas públicas. Metodológicamente, la investigación adoptó un enfoque transdisciplinario, integrando herramientas como la minería de texto, análisis bibliográfico, encuestas y entrevistas, además de metodologías participativas para validar los hallazgos con actores clave. Contraste entre Objetivos de la investigación y Resultados Obtenidos Objetivo de Investigación Resultado Obtenido Objetivo 1: Establecer la frontera tecnológica en la industria de alimentos. Resultado: Identificación de 11 tecnologías emergentes mediante un artefacto digital que analiza y clasifica 11.481 elementos (artículos académicos, patentes e inversiones en startups) por tecnología, etapa en la cadena de valor, países. Objetivo 2: Identificar factores que favorecen la adopción tecnológica. Resultado: Determinación de barreras y facilitadores clave en la industria colombiana a través de fuentes primarias (encuestas a 164 organizaciones y entrevistas a profundidad) y secundarias (EDIT X, Colombia Tech Report). Objetivo 3 Proponer un modelo de encadenamiento productivo innovador. Resultado: Desarrollo y validación del Modelo NEPI - Nivel de encadenamiento productivo innovador, como herramienta práctica para evaluar la innovación empresarial. |
publishDate |
2024 |
dc.date.issued.none.fl_str_mv |
2024-11-21 |
dc.date.accessioned.none.fl_str_mv |
2025-01-21T20:18:52Z |
dc.date.available.none.fl_str_mv |
2025-06-30 |
dc.date.accepted.none.fl_str_mv |
2025-01-21 |
dc.type.none.fl_str_mv |
Trabajo de grado - Doctorado |
dc.type.driver.none.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
dc.type.version.none.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
dc.type.coar.none.fl_str_mv |
http://purl.org/coar/resource_type/c_db06 |
dc.type.content.none.fl_str_mv |
Text |
dc.type.redcol.none.fl_str_mv |
https://purl.org/redcol/resource_type/TD |
format |
http://purl.org/coar/resource_type/c_db06 |
status_str |
acceptedVersion |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/1992/75546 |
dc.identifier.instname.none.fl_str_mv |
instname:Universidad de los Andes |
dc.identifier.reponame.none.fl_str_mv |
reponame:Repositorio Institucional Séneca |
dc.identifier.repourl.none.fl_str_mv |
repourl:https://repositorio.uniandes.edu.co/ |
url |
https://hdl.handle.net/1992/75546 |
identifier_str_mv |
instname:Universidad de los Andes reponame:Repositorio Institucional Séneca repourl:https://repositorio.uniandes.edu.co/ |
dc.language.iso.none.fl_str_mv |
spa |
language |
spa |
dc.relation.references.none.fl_str_mv |
Adeyeye, S. A. O. (2019). Food packaging and nanotechnology: safeguarding consumer health and safety. In Nutrition and Food Science (Vol. 49, Issue 6). https://doi.org/10.1108/NFS-01-2019-0020 Ahmad, K., Lim, J. H., Lee, E. J., Chun, H. J., Ali, S., Ahmad, S. S., Shaikh, S., & Choi, I. (2021). Extracellular Matrix and the Production of Cultured Meat. Foods 2021, Vol. 10, Page 3116, 10(12), 3116. https://doi.org/10.3390/FOODS10123116 Amado, A., Cortez, P., Rita, P., & Moro, S. (2018). Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis. European Research on Management and Business Economics, 24(1), 1–7. https://doi.org/10.1016/j.iedeen.2017.06.002 AMARNATH, B. S. (2022). TECHNOLOGY IDENTIFICATION IN INDUSTRY 4.0 WITH THE HELP OF TEXT MINING. INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT, 06(06). https://doi.org/10.55041/ijsrem14632 Ashique, S., Kumar, S., Sirohi, E., Hussain, A., Farid, A., Faiyazuddin, Md., Mishra, N., & Garg, A. (2023). A comprehensive update on Nanotechnology in functional food developments: Recent updates, challenges, and future perspectives. Recent Patents on Nanotechnology, 17. https://doi.org/10.2174/1872210517666230825100347 Aunger, R. (2010). Types of technology. Technological Forecasting and Social Change, 77(5), 762–782. https://doi.org/10.1016/j.techfore.2010.01.008 Bafti, A. S., Farjadian, A. A., & Noudehi, Z. M. (2023). The impact technologies of blockchain and IoT, on food security. In Transformation for Sustainable Business and Management Practices: Exploring the Spectrum of Industry 5.0. https://doi.org/10.1108/978-1-80262-277-520231007 Bai, C., Dallasega, P., Orzes, G., & Sarkis, J. (2020). Industry 4.0 technologies assessment: A sustainability perspective. International Journal of Production Economics, 229. https://doi.org/10.1016/j.ijpe.2020.107776 Beske, P., Land, A., & Seuring, S. (2014). Sustainable supply chain management practices and dynamic capabilities in the food industry. A critical analysis of the literature. Int. J. Production Economics, 152, 131–143. https://reader.elsevier.com/reader/sd/pii/S0925527313005859?token=F3D5B46889A350F47686FECBC52C4B64FBFA66ABBC7C68BD356BC745896F49CEEA1443BCFBFE62EEEFB02CF82F5FDB2B&originRegion=us-east-1&originCreation=20211012030011 Bhat, Z. F., Kumar, S., & Bhat, H. F. (2017). In vitro meat: A future animal-free harvest. Critical Reviews in Food Science and Nutrition, 57(4). https://doi.org/10.1080/10408398.2014.924899 Birasnav, M., & Bienstock, J. (2019). Supply chain integration, advanced manufacturing technology, and strategic leadership: An empirical study. Computers and Industrial Engineering, 130. https://doi.org/10.1016/j.cie.2019.01.021 Bland, D., & Osterwalder, A. (2019). Testing Business Ideas: A Field Guide for Rapid Experimentation - David J. Bland, Alexander Osterwalder - Google Libros. Wiley. Bower, J. L., & Christensen, C. M. (1995). Disruptive technologies: Catching the wave. Harvard Business Review, 73(1), 43–53. https://hbr.org/1995/01/disruptive-technologies-catching-the-wave Bröring, S., Cloutier, L. M., & Leker, J. (2006). The front end of innovation in an era of industry convergence: Evidence from nutraceuticals and functional foods. R and D Management, 36(5). https://doi.org/10.1111/j.1467-9310.2006.00449.x Brownlee, J. (2020). Hyperparameter Optimization With Random Search and Grid. Python Machine Learning. https://machinelearningmastery.com/hyperparameter-optimization-with-random-search-and-grid-search/ Cappellesso, G., Raimundo, C. M., & Thomé, K. M. (2020). Measuring the intensity of innovation in the Brazilian food sector: a DEA-Malmquist approach. Innovation and Management Review, 17(4). https://doi.org/10.1108/INMR-07-2019-0095 Chang, H. H., Huang, C. Y., Fu, C. S., & Hsu, M. T. (2017). The effects of innovative, consumer and social characteristics on willingness to try nano-foods: Product uncertainty as a moderator. Information Technology and People, 30(3). https://doi.org/10.1108/ITP-10-2015-0266 Charlebois, S., Somogyi, S., Music, J., & Cunningham, C. (2019). Biotechnology in food: Canadian attitudes towards genetic engineering in both plant- and animal-based foods. British Food Journal, 121(12). https://doi.org/10.1108/BFJ-07-2018-0471 Chaudhari, S. P. (2017). NUTRACEUTICALS: A REVIEW. World Journal of Pharmacy and Pharmaceutical Sciences, 681–739. https://doi.org/10.20959/wjpps20178-9825 Chesbrough, H. W. (2003). Open Innovation: The New Imperative for Creating and Profiting from Technology. In Harvard Business (Issue 4). Christensen, C. M., Raynor, M. E., Rory, M., & McDonald, R. (2015). What is disruptive innovation? Harvard Business Review, 93(12), 44–53. https://hbr.org/2015/12/what-is-disruptive-innovation Creswell, J. W., & Poth, C. N. (2016). Qualitative inquiry and research design: Choosing among five approaches. Sage publications. D. Anthony Miles. (2017). A taxonomy of research gaps: Identifying and defining the seven research gaps. Journal of Research Methods and Strategies, 2017, 1–15. https://www.academia.edu/35505149/RESEARCH_A_Taxonomy_of_Research_Gaps_Identifying_and_Defining_the_Seven_Research_Gaps DANE. (2021). Boletín Técnico Encuesta de Desarrollo e Innovación Tecnológica en la industria manufacturera (EDIT) 2019 - 2020. https://www.dane.gov.co/files/investigaciones/boletines/edit/boletin_EDIT_manufacturera_2019_2020.pdf De La Rosa, G., Milberg Muñiz, E., El-Hani, C. N., & Ludwig, D. (2024). Navigating between Promises and Realities of Transdisciplinary Research for Environmental Conservation. Human Ecology. https://doi.org/10.1007/s10745-024-00520-6 Dedina, D., & Sanova, P. (2013). Creating a Competitive Advantage by Developing an Innovative Tool to Assess Suppliers in Agri-Food Complex. Journal of Competitiveness, 5(3), 31–45. https://doi.org/10.7441/joc.2013.03.03 Denzin, N. K. (2017). Sociological methods: A sourcebook. In Sociological Methods: A Sourcebook. https://doi.org/10.4324/9781315129945 Diamandis, P., & Kotler, S. (2020). The Future Is Faster Than You Think: How Converging Technologies Are Transforming Business, Industries, and Our Lives. Simon & Schuster Publishing. Digital Food Lab. (2023). 2023 State of the european Foodtech ecosystem. In 2023 State of the european Foodtech ecosystem. https://www.digitalfoodlab.com/reports/2023-europe/download Ding, H., Tian, J., Yu, W., Wilson, D. I., Young, B. R., Cui, X., Xin, X., Wang, Z., & Li, W. (2023). The Application of Artificial Intelligence and Big Data in the Food Industry. In Foods (Vol. 12, Issue 24). https://doi.org/10.3390/foods12244511 Earle, M. D., & Earle, R. L. (1997). Food Industry Research and Development. Government and the Food Industry: Economic and Political Effects of Conflict and Co-Operation, 125–140. https://doi.org/10.1007/978-1-4615-6221-4_8 Eisenhardt, K. M., & Martin, J. A. (2000). Dynamic capabilities: What are they? Strategic Management Journal, 21(10–11). https://doi.org/10.1002/1097-0266(200010/11)21:10/11<1105::AID-SMJ133>3.0.CO;2-E FAO. (2018). FAOSTAT Bases de datos Cosechas procesadas. http://www.fao.org/faostat/es/#data/SD FAO. (2024). Prioridades de la FAO en la región de conformidad con el Marco estratégico de la FAO para 2022-2031. In El estado de la seguridad alimentaria y la nutrición en el mundo 2023. FAO; IFAD; UNICEF; WFP; WHO; https://www.fao.org/3/no324es/no324es.pdf FAOColombia. (2019, July 8). 2019-2028 un decenio de oportunidades para el sector rural. FAO Colombia. http://www.fao.org/colombia/noticias/detail-events/en/c/1201133/ Faria, L. G. D., & Andersen, M. M. (2017). Sectoral patterns versus firm-level heterogeneity - The dynamics of eco-innovation strategies in the automotive sector. Technological Forecasting and Social Change, 117. https://doi.org/10.1016/j.techfore.2016.11.018 Ferdousi, B. (2024). The Importance of Defining Cybersecurity from a Transdisciplinary Approach. Journal of Systemics, Cybernetics and Informatics, 22(1), 150–164. https://doi.org/10.54808/JSCI.22.01.150 Forward Fooding. (2021). What is Food Tech? | The taxonomy behind the FoodTech Data Navigator. https://forwardfooding.com/what-is-food-tech/ Frederich, A., & Hu, S. (2021). Emerging Tech Research: Foodtech. https://files.pitchbook.com/website/files/pdf/PitchBook_Q1_2021_Emerging_Tech_Research_Foodtech_Report_Preview.pdf Frederick, A., Mei, T., & Sanders, D. (2023). Foodtech Overview, Emerging Tech Research. https://www.digitalfoodlab.com/foodtech-europe-2023/ Fu-Sheng, T., Cheng-Hung, T., Chi-Wei, L., Chia-Hsun, L., & Chih-Hsiang, C. (2020). Review and Prospection for Food and Agricultural Business Model Innovations in Emerging Economies. International Food and Agribusiness Management Review, 23(5), 661–666. https://doi.org/10.22434/IFAMR2020.X001 Ghisellini, P., Cialani, C., & Ulgiati, S. (2015). A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems. Journal of Cleaner Production, 114, 11–32. https://doi.org/10.1016/j.jclepro.2015.09.007 Giuseppe, E., Monica, S., & GianFranco, G. (2010). Science for Food Safety, Security and Quality: a Review - Part 1. Quality of Life (Banja Luka) - APEIRON, 1(1). https://doi.org/10.7251/qol1001026g Godoi, F. C., Prakash, S., & Bhandari, B. R. (2016). 3d printing technologies applied for food design: Status and prospects. In Journal of Food Engineering (Vol. 179, pp. 44–54). Elsevier Ltd. https://doi.org/10.1016/j.jfoodeng.2016.01.025 Gonzalez-Mendes, S., Alonso-Mu, S., Rey Juan Carlos University, noz, Garcıa-Mui, F. E., & ıo Gonzalez-Sanchez, R. (2024). Discovering the conceptual building blocks of blockchain technology applications in the agri-food supply chain: a review and research agenda. British Food Journal, 126(13), 182–206. https://doi.org/10.1108/BFJ-06-2023-0517 Govindan, K. (2018). Sustainable consumption and production in the food supply chain: A conceptual framework. International Journal of Production Economics, 195, 419–431. https://doi.org/10.1016/j.ijpe.2017.03.003 Grecuccio, J., Giusto, E., Fiori, F., & Rebaudengo, M. (2020). Combining Blockchain and IoT: Food-Chain Traceability and Beyond. Energies, 13(15), 3820. https://doi.org/10.3390/en13153820 Guerrero, A., & Vinciane, S. (2020). Entrepreneurial ecosystems as a mechanism to promote economic formality in emerging economies: The case of Bogota. In A. Tsvetkova, J. Schmutzler, & R. Pugh (Eds.), Entrepreneurial Ecosystems Meet Innovation Systems (pp. 221–240). Edward Elgar Publishing. https://doi.org/10.4337/9781789901184.00023 Güner, D., & Çirişoğlu, E. (2024). Internet of Things (IoT)-Focused Developments in the Food and Beverage Industry. In Future Tourism Trends Volume 2. https://doi.org/10.1108/978-1-83753-970-320241002 Hall, B. H., & Khan, B. (2003). Adoption of New Technology. http://www.nber.org/papers/w9730 Hearnshaw, K. (2017). From quick wins to cultural shifts: Understanding the Experimentation Maturity Model EMM. https://conversion.com/blog/quick-wins-cultural-shifts-understanding-experimentation-maturity-model/ Herath, M. M., Ahmad, N., Hassa, M. M., & Jaafar, W. M. W. (2021). A Review on Empowering Farmers through Technology Adoption towards Poverty Alleviation in Developing Countries. International Journal of Academic Research in Business and Social Sciences, 11(11). https://doi.org/10.6007/ijarbss/v11-i11/11661 Hessels, L. K., & van Lente, H. (2008). Re-thinking new knowledge production: A literature review and a research agenda. Research Policy, 37(4). https://doi.org/10.1016/j.respol.2008.01.008 Ho, W., Xu, X., & Dey, P. K. (2010). Multi-criteria decision making approaches for supplier evaluation and selection: A literature review. European Journal of Operational Research, 202(1), 16–24. https://doi.org/10.1016/J.EJOR.2009.05.009 Hoof, B. Van, Solano, A., Riaño, J., Mendez, C., & Medaglia, A. L. (2024). Decision-making for circular economy implementation in agri-food systems: A transdisciplinary case study of cacao in Colombia. Journal of Cleaner Production, 434. https://doi.org/10.1016/j.jclepro.2023.140307 Ikonomakis, M., Kotsiantis, S., & Tampakas, V. (2005). Text Classification Using Machine Learning Techniques. WSEAS TRANSACTIONS on COMPUTERS, 4(8), 966–974. Jeong, H., & Shin, K. (2020). Exploring Factors Affecting Sustainable Innovation Performance of Food Firms. A Case of Korean Food Industry. https://doi.org/10.3390/su122310157 Jeremić, M., Matkovski, B., & Zekić, S. (2024, May 17). The Green Food Supply Chain Concept. Proceedings of the 29th International Scientific Conference Strategic Management and Decision Support Systems in Strategic Management. https://doi.org/10.46541/978-86-7233-428-9_423 Kaplinsky, R., & Morris, M. (2000). A handbook for value chain research. Prepared for the IDRC. Institute for Development Studies: Brighton, UK, September. Kastelli, I., Tsakanikas, A., & Caloghirou, Y. (2018). Technology transfer as a mechanism for dynamic transformation in the food sector. Journal of Technology Transfer, 43(4). https://doi.org/10.1007/s10961-016-9530-3 Khanna, V. R. (2020). Applications of Big Data Analytics: A Boon for the Food Industry. In Application of Big Data and Business Analytics. https://doi.org/10.1108/978-1-80043-884-220211006 Klaus Schwab. (2017). La cuarta revolución industrial-The Fourth Industrial Revolution. Foro Económico Mundial. Kohavi, R., & Thomke, S. (2017). The Surprising Power of Online Experiments. Harvard Business Review. Kowsari, K., Meimandi, K. J., Heidarysafa, M., Mendu, S., Barnes, L., & Brown, D. (2019). Text classification algorithms: A survey. In Information (Switzerland) (Vol. 10, Issue 4). https://doi.org/10.3390/info10040150 KPMG, Asociación Nacional de Empresarios de Colombia (ANDI), Cámara de Comercio de Bogotá, Cámara de Comercio de Cali, Cámara de Comercio de Barranquilla, Centro de Estudios Superiores de Administración (CESA), Universidad EAFIT, On Going, Universidad ElA, & iNNpulsa Colombia. (2024). Colombia TechReport 2023 – 2024. https://andidelfuturo.com/colombia-tech-report/ Kumar, A., Singh, R. K., & Modgil, S. (2020). Exploring the relationship between ICT, SCM practices and organizational performance in agri-food supply chain. Benchmarking, 27(3), 1003–1041. https://doi.org/10.1108/BIJ-11-2019-0500 Kumar, R., & Kumar, D. (2023). Blockchain-based smart dairy supply chain: catching the momentum for digital transformation. Journal of Agribusiness in Developing and Emerging Economies. https://doi.org/10.1108/JADEE-07-2022-0141 Kuzminov, I., Bakhtin, P., Khabirova, E., Kotsemir, M., & Lavrynenko, A. (2018). Mapping the Radical Innovations in Food Industry: A Text Mining Study. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3143721 Lacovone, L., Maloney, W., & McKenzie, D. (2019). Improving Management with Individual and Group-Based Consulting: Results from a Randomized Experiment in Colombia. In Improving Management with Individual and Group-Based Consulting: Results from a Randomized Experiment in Colombia. World Bank, Washington, DC. https://doi.org/10.1596/1813-9450-8854 Lang, D. J., Wiek, A., Bergmann, M., Stauffacher, M., Martens, P., Moll, P., Swilling, M., & Thomas, C. J. (2012). Transdisciplinary research in sustainability science: Practice, principles, and challenges. Sustainability Science, 7(SUPPL. 1). https://doi.org/10.1007/s11625-011-0149-x Lechman, E. (2014). Does technology adoption matter for economic development? Empirical evidence for Latin American countries. In Handbook of Research on Economic Growth and Technological Change in Latin America. https://doi.org/10.4018/978-1-4666-6224-7.ch001 Lee, H. (2023). Converging technology to improve firm innovation competencies and business performance: Evidence from smart manufacturing technologies. Technovation, 123. https://doi.org/10.1016/j.technovation.2023.102724 Lekan, J. (2020). Artificial intelligence in the transition to Circular Economy Design and Development of Automated LectureTime-tabling System View project Computer Security and Networks View project Artificial Intelligience in the Transition to Circular Economy. 9, 185–190. www.ajer.org Liker, J., & Choi, T. Y. (2004). Building Deep Supplier Relationships. Harvard Business Review. https://hbr.org/2004/12/building-deep-supplier-relationships Liu, R., Gao, Z., Snell, H. A., & Ma, H. (2020). Food safety concerns and consumer preferences for food safety attributes: Evidence from China. Food Control, 112. https://doi.org/10.1016/j.foodcont.2020.107157 Liuviana Vega Chica, M. (2023). Knowledge and Technology Transfer in Latin American University Contexts. https://doi.org/10.5772/intechopen.113244 Long, Y., Wei, X., Wu, S., Wu, N., Li, Q. X., Tan, B., & Wan, X. (2022). Plant Molecular Farming, a Tool for Functional Food Production. In Journal of Agricultural and Food Chemistry (Vol. 70, Issue 7). https://doi.org/10.1021/acs.jafc.1c07185 MacDonald, R., & Reitmeier, C. (2017). CHAPTER 6 FOOD PROCESSING. Understanding Food Systems. Mankins, J. C. (2009). Technology readiness assessments: A retrospective. Acta Astronautica, 65(9–10). https://doi.org/10.1016/j.actaastro.2009.03.058 Mantihal, S., Kobun, R., & Lee, B. B. (2020). 3D food printing of as the new way of preparing food: A review. In International Journal of Gastronomy and Food Science (Vol. 22). AZTI-Tecnalia. https://doi.org/10.1016/j.ijgfs.2020.100260 Meng, Y., Wei, Z., & Xue, C. (2022). Protein fibrils from different food sources: A review of fibrillation conditions, properties, applications and research trends. In Trends in Food Science and Technology (Vol. 121, pp. 59–75). Elsevier Ltd. https://doi.org/10.1016/j.tifs.2022.01.031 Mensi, A., & Udenigwe, C. C. (2021). Emerging and practical food innovations for achieving the Sustainable Development Goals (SDG) target 2.2. Trends in Food Science & Technology. https://doi.org/10.1016/j.tifs.2021.01.079 Miller, K. B., Eckberg, J. O., Decker, E. A., & Marinangeli, C. P. F. (2021). Role of food industry in promoting healthy and sustainable diets. Nutrients, 13(8). https://doi.org/10.3390/nu13082740 Mizrahi, T., Bayne-Smith, M., & Garcia, M. L. (2008). Comparative Perspectives on Interdisciplinary Community Collaboration between Academics and Community Practitioners. Community Development, 39(3). https://doi.org/10.1080/15575330809489665 Moguillansky, G. (2006). Innovation, the missing link in latin American countries. Journal of Economic Issues, 40(2). https://doi.org/10.1080/00213624.2006.11506912 Mohammadi, A., Kashi, P. A., Kashiri, M., Bagheri, A., Chen, J., Ettelaie, R., Jäger, H., & Shahbazi, M. (2023). Self-assembly of plant polyphenols-grafted soy proteins to manufacture a highly stable antioxidative Pickering emulsion gel for direct-ink-write 3D printing. Food Hydrocolloids, 142. https://doi.org/10.1016/j.foodhyd.2023.108851 Montes, J. C., Vesga, R. A., & Barrios, J. D. (2024). Foodtech, las tecnologías convergentes que definen la frontera de la industria de alimentos. EXPOTECH “Ciencia, Tecnología e Innovación al Servicio de Un Futuro Ético y Responsable Para La Industria 5.0,” 34–50. https://hemeroteca.unad.edu.co/index.php/memorias/article/view/7823/6768 Mowery, D. C. (1989). Collaborative ventures between U.S. and foreign manufacturing firms. Research Policy, 18(1). https://doi.org/10.1016/0048-7333(89)90049-8 Nachira, F., Nicolai, A., Dini, P., Le, M., Lorena, L., & Leon, R. (2007). Digital Business Ecosystems. European Commission. https://www.db-thueringen.de/servlets/MCRFileNodeServlet/dbt_derivate_00015105/ISBN_92-79-01817-5_Cover.pdf Navaf, M., Sunooj, K. V., Aaliya, B., Sudheesh, C., Akhila, P. P., Mir, S. A., Nemtanu, M. R., George, J., Lackner, M., & Mousavi Khaneghah, A. (2023). Contemporary insights into the extraction, functional properties, and therapeutic applications of plant proteins. In Journal of Agriculture and Food Research (Vol. 14). Elsevier B.V. https://doi.org/10.1016/j.jafr.2023.100861 Nielsen, J., Tillegreen, C. B., & Petranovic, D. (2022). Innovation trends in industrial biotechnology. In Trends in Biotechnology (Vol. 40, Issue 10). https://doi.org/10.1016/j.tibtech.2022.03.007 OCDE. (2015). Revisión de la OCDE de las políticas Agrícolas: Colombia 2015. Revisiones Sobre Políticas Agricolas. Opasvitayarux, P., Setamanit, S. O., Assarut, N., & Visamitanan, K. (2022). Antecedents of IoT adoption in food supply chain quality management: an integrative model. Journal of International Logistics and Trade, 20(3), 135–170. https://doi.org/10.1108/JILT-05-2022-0002 Otoni, C. G., Azeredo, H. M. C., Mattos, B. D., Beaumont, M., Correa, D. S., & Rojas, O. J. (2021). The Food–Materials Nexus: Next Generation Bioplastics and Advanced Materials from Agri-Food Residues. In Advanced Materials (Vol. 33, Issue 43). John Wiley and Sons Inc. https://doi.org/10.1002/adma.202102520 Palop, F., & Vicente, J. M. (1999). Vigilancia Tecnológica E Inteligencia Competitiva. Su Potencial Para La Empresa Española. Cotec Estudios 15, 116. Perera, R. (2017). The PESTLE Analysis. The PESTLE Analysis. Pokharel, P., & Vaidya, P. (2020). A Study of User Story in Practice. 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020. https://doi.org/10.1109/ICDABI51230.2020.9325670 Porter, M. (1985). The Competitive Advantage: Creating and Sustaining Superior Performance. Competitive Advantage. https://www.hbs.edu/faculty/Pages/item.aspx?num=193 Qin Yu. (2011). The cooperation in agri-food supply chain. MSIE 2011, 674–677. https://doi.org/10.1109/MSIE.2011.5707498 Quiroz-Flores, J. C., Aguado-Rodriguez, R. J., Zegarra-Aguinaga, E. A., Collao-Diaz, M. F., & Flores-Perez, A. E. (2024). Industry 4.0, circular economy and sustainability in the food industry: a literature review. International Journal of Industrial Engineering and Operations Management, 6(1). https://doi.org/10.1108/ijieom-12-2022-0071 Ramesh, S. (2022). Agribusiness Innovations: Navigating Sustainable Agriculture and Animal Production in the Global Marketplace. International Journal of Agriculture and Animal Production, 21. https://doi.org/10.55529/ijaap.21.25.30 Ramón Vidal, D. (2018). Food biotechnology: from genetically modified foods to personalized nutrition. Nutricion Hospitalaria, 35(4). https://doi.org/10.20960/NH.2121 Ranjha, M. M. A. N., Shafique, B., Khalid, W., Nadeem, H. R., Mueen-ud-Din, G., & Khalid, M. Z. (2022). Applications of Biotechnology in Food and Agriculture: a Mini-Review. In Proceedings of the National Academy of Sciences India Section B - Biological Sciences (Vol. 92, Issue 1). https://doi.org/10.1007/s40011-021-01320-4 Renda, A. (2019). The age of foodtech: Optimizing the agri-food chain with digital technologies. In Achieving the Sustainable Development Goals Through Sustainable Food Systems. https://doi.org/10.1007/978-3-030-23969-5_10 Romanello, R., & Veglio, V. (2022). Industry 4.0 in food processing: drivers, challenges and outcomes. British Food Journal, 124(13), 375–390. https://doi.org/10.1108/BFJ-09-2021-1056 Rotolo, D., Hicks, D., & Martin, B. R. (2015). What is an emerging technology? Research Policy, 44(10), 1827–1843. https://doi.org/10.1016/j.respol.2015.06.006 Roy, B., Hagappa, A., Ramalingam, Y. D., Mahalingam, N., & Alaudeen, A. banu S. (2021). A review on lab-grown meat: Advantages and disadvantages. Quest International Journal of Medical and Health Sciences, 4(1). Setiawan, H. S., Tarigan, Z. J. H., & Siagian, H. (2023). Digitalization and green supply chain integration to build supply chain resilience toward better firm competitive advantage. Uncertain Supply Chain Management, 11(2). https://doi.org/10.5267/j.uscm.2023.1.012 Shah, K., Patel, H., Sanghvi, D., & Shah, M. (2020). A Comparative Analysis of Logistic Regression, Random Forest and KNN Models for the Text Classification. Augmented Human Research 2020 5:1, 5(1), 1–16. https://doi.org/10.1007/S41133-020-00032-0 Shammar, E. A., & Zahary, A. T. (2020). The Internet of Things (IoT): a survey of techniques, operating systems, and trends. In Library Hi Tech (Vol. 38, Issue 1, pp. 5–66). Emerald Group Holdings Ltd. https://doi.org/10.1108/LHT-12-2018-0200 Sharma, S., Gahlawat, V. K., Rahul, K., Mor, R. S., & Malik, M. (2021). Sustainable Innovations in the Food Industry through Artificial Intelligence and Big Data Analytics. In Logistics (Vol. 5, Issue 4). MDPI. https://doi.org/10.3390/logistics5040066 Siegrist, M., Stampfli, N., & Kastenholz, H. (2009). Acceptance of nanotechnology foods: A conjoint study examining consumers’ willingness to buy. British Food Journal, 111(7), 660–668. https://doi.org/10.1108/00070700910972350 Sirimanne, S. N. (UNCTAD), Freire, C. (UNCTAD), Bell, B. (UNCTAD), Maruichi, D. (UNCTAD), & Cyron, L. (UNCTAD). (2021). Technology and Innovation Report 2021, Catching technological waves Innovation with equity. United Nations Publications. http://unctadstat.unctad.org/EN/Classifications.html. Steffen, W., Richardson, K., Rockström, J., Cornell, S. E., Fetzer, I., Bennett, E. M., Biggs, R., Carpenter, S. R., De Vries, W., De Wit, C. A., Folke, C., Gerten, D., Heinke, J., Mace, G. M., Persson, L. M., Ramanathan, V., Reyers, B., & Sörlin, S. (2015). Planetary boundaries: Guiding human development on a changing planet. Science, 347, 736–747. https://doi.org/10.1126/science.1259855 Stickdorn, M., Hormess, M., Lawrence, A., & Schneider, J. (2018). This is Service Design Doing. In This Is Service Design Methods. Sweileh, W. M., Al-Jabi, S. W., Sawalha, A. F., Ed, S. ’, & Zyoud, H. (2014). Bibliometric analysis of nutrition and dietetics research activity in Arab countries using ISI Web of Science database. https://doi.org/10.1186/2193-1801-3-718 Tamayo, V., Jaramillo, A., & Gonzalez, A. (2018). Cierre de brechas de innovación y tecnología. http://www.andi.com.co/Uploads/Cierre de brechas de innovación y tecnología__scv_gigital2.pdf Tamayo, V., Quintero, O., Campo, C., Giraldo, A., Morales, J., & Arango, L. (2018). INFORME SECTORIAL ECONOMÍA CIRCULAR (Issue 1). Ministerio de Comercio, Industria y Turismo. https://drive.google.com/file/d/1V3R1SMl3iuQJFE33g_f3irKmSkkyYdJG/view Tamayo, V., Quintero, O., Campo, C., Giraldo, A., Morales, J., & Arango, L. (2019). Sector Lacteo, Informe Sectorial. Ministerio de Comercio, Industria y Turismo. Tavano, O. L. (2013). Protein hydrolysis using proteases: An important tool for food biotechnology. In Journal of Molecular Catalysis B: Enzymatic (Vol. 90). https://doi.org/10.1016/j.molcatb.2013.01.011 Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7). https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z Tomadoni, B., Capello, C., Valencia, G. A., & Gutiérrez, T. J. (2020). Self-assembled proteins for food applications: A review. In Trends in Food Science and Technology (Vol. 101, pp. 1–16). Elsevier Ltd. https://doi.org/10.1016/j.tifs.2020.04.015 Trabelsi, M., Casprini, E., Fiorini, N., & Zanni, L. (2023). Unleashing the value of artificial intelligence in the agri-food sector: where are we? British Food Journal, 125(13). https://doi.org/10.1108/BFJ-11-2022-1014 Tsang, Y. P., Choy, K. L., Wu, C. H., Ho, G. T. S., Lam, C. H. Y., & Koo, P. S. (2018). An Internet of Things (IoT)-based risk monitoring system for managing cold supply chain risks. Industrial Management and Data Systems, 118(7). https://doi.org/10.1108/IMDS-09-2017-0384 Unctad. (2023). Technology and Innovation Report 2023 - Opening green windows. Technological opportunities for a low-carbon world. In Technology. Vértesy, D. (2017). Preconditions, windows of opportunity and innovation strategies: Successive leadership changes in the regional jet industry. Research Policy, 46(2). https://doi.org/10.1016/j.respol.2016.09.011 Vik, J., Melås, A. M., Stræte, E. P., & Søraa, R. A. (2021). Balanced readiness level assessment (BRLa): A tool for exploring new and emerging technologies. Technological Forecasting and Social Change, 169. https://doi.org/10.1016/j.techfore.2021.120854 Wallin, P. J. (1995). Review of the use of robotics and opportunities in the food and drinks industry. In Industrial Robot (Vol. 22, Issue 5). https://doi.org/10.1108/01439919510104085 Wani, K. I., & Aftab, T. (2022). Limitations, Biosafety, Ethics, Regulatory Issues in Molecular Farming in Plants (pp. 61–74). https://doi.org/10.1007/978-3-031-12794-6_5 Wetzstein, A., Hartmann, E., Benton, W. C., & Hohenstein, N.-O. (2016). A systematic assessment of supplier selection literature-State-of-the-art and future scope. International Journal of Production Economics, 182, 304–323. https://doi.org/10.1016/j.ijpe.2016.06.022 Williamson, P. J., & De Meyer, A. (2012). Ecosystem advantage: How to successfully harness the power of partners. California Management Review, 55(1). https://doi.org/10.1525/cmr.2012.55.1.24 Yakovlev, P. P. (2022). LATIN AMERICAN COUNTRIES IN WORLD TRADE IN FOOD PRODUCTS. International Trade and Trade Policy, 8(1). https://doi.org/10.21686/2410-7395-2022-1-36-50 Żbikowski, K., & Antosiuk, P. (2021). A machine learning, bias-free approach for predicting business success using Crunchbase data. Information Processing and Management, 58(4). https://doi.org/10.1016/j.ipm.2021.102555 Zhong, R. Y., Newman, S. T., Huang, G. Q., & Lan, S. (2016). Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives. Computers and Industrial Engineering, 101. https://doi.org/10.1016/j.cie.2016.07.013 |
dc.rights.en.fl_str_mv |
Attribution-NonCommercial 4.0 International |
dc.rights.uri.none.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.none.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
dc.rights.coar.none.fl_str_mv |
http://purl.org/coar/access_right/c_f1cf |
rights_invalid_str_mv |
Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_f1cf |
eu_rights_str_mv |
embargoedAccess |
dc.format.extent.none.fl_str_mv |
153 páginas |
dc.format.mimetype.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidad de los Andes |
dc.publisher.program.none.fl_str_mv |
Doctorado en Gestión de la Innovación Tecnológica |
dc.publisher.faculty.none.fl_str_mv |
Nodo de Innovación |
publisher.none.fl_str_mv |
Universidad de los Andes |
institution |
Universidad de los Andes |
bitstream.url.fl_str_mv |
https://repositorio.uniandes.edu.co/bitstreams/949ad88a-1d3a-448d-a913-059f1f657759/download https://repositorio.uniandes.edu.co/bitstreams/4184c68d-4cab-4ac7-bd92-d2b90b279c1f/download https://repositorio.uniandes.edu.co/bitstreams/137a9835-7002-4da5-84db-5959f1704435/download https://repositorio.uniandes.edu.co/bitstreams/6d1c7ec7-2092-4bb7-846c-4789d04045c9/download https://repositorio.uniandes.edu.co/bitstreams/b3f44817-e811-4d2f-a2cd-99a75bbf6958/download https://repositorio.uniandes.edu.co/bitstreams/0ebdbec3-eb10-4f32-903d-f7c5816a1a5b/download https://repositorio.uniandes.edu.co/bitstreams/778e7a67-0417-401b-bc83-f0b9c9c7d1cc/download https://repositorio.uniandes.edu.co/bitstreams/11587212-0f13-442b-af86-e31e6585001c/download |
bitstream.checksum.fl_str_mv |
ae9e573a68e7f92501b6913cc846c39f ae32e8c3c81c83093bdca9c8c142df98 182fa48b66bd33ca67f8240b0b29d5d8 24013099e9e6abb1575dc6ce0855efd5 2fcc5ae9a9f04f208c4aea3a698a1351 46a9c0696f6d403e77028959121d0c4b 3abdd899f2ec4df07352a699a41c9d1d 9f90cedca7cccc6833757efc67931b9e |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositorio institucional Séneca |
repository.mail.fl_str_mv |
adminrepositorio@uniandes.edu.co |
_version_ |
1828159261771825152 |
spelling |
Vesga Fajardo, Rafael Augustovirtual::22342-1Montes Pineda, Juan CamiloGonzález Barrios, Andrés FernandoPachón Buitrago, MónicaVan Hoof, Bernhardus JohannesSocolovsky, SusanaFacultad de Ingeniería2025-01-21T20:18:52Z2025-06-302024-11-212025-01-21https://hdl.handle.net/1992/75546instname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/La tesis aborda los desafíos y oportunidades que enfrenta la industria de alimentos en Colombia en un contexto global caracterizado por rápidas transformaciones tecnológicas. Este estudio propone un enfoque innovador para comprender la integración de las tecnologías emergentes en su cadena de valor, fortaleciendo la competitividad del sector mediante un modelo de encadenamiento productivo innovador. La investigación se desarrolló en cuatro etapas principales, cada una con un enfoque específico para analizar y mejorar la adopción de tecnologías convergentes en la industria de alimentos en Colombia: - Diagnóstico de la Industria de Alimentos: A partir de un análisis teórico y su contraste con expertos del sector, i) se mapeó la cadena de valor de la industria de alimentos, proponiendo seis procesos y 22 etapas clave, y ii) se identificaron las tecnologías emergentes que están transformando el sector. Este diagnóstico fue soportado en una revisión exhaustiva de literatura académica, entrevistas con expertos y un enfoque exploratorio que permitió estructurar una base sólida para entender los desafíos tecnológicos y organizativos en Colombia. - Exploración de la Frontera Tecnológica de la Industria de Alimentos: Se desarrolló un artefacto tecnológico capaz de analizar grandes volúmenes de información, incluyendo 5,680 artículos científicos (de Clarivate), 2,107 patentes (de Patentscope de la World Intellectual Property Organization - WIPO) y 3,694 inversiones en startups (de Crunchbase). Este análisis reveló la escasa participación de Colombia en la frontera tecnológica, con solo 9 artículos científicos, 15 startups y 2 patentes registradas. Esta limitación motivó un análisis profundo sobre la adopción tecnológica en el contexto colombiano mediante instrumentos adicionales. - Sondeo FoodTech en Colombia: En colaboración con empresas de la Cámara de Alimentos de la ANDI y el Clúster de Seguridad Alimentaria de la Cámara de Comercio de Bogotá, se estudiaron 291 iniciativas en 164 empresas. Este sondeo evidenció que la experimentación y la cooperación son factores determinantes para avanzar en la adopción de tecnologías emergentes. Los hallazgos subrayan la importancia de las dinámicas colaborativas y de un entorno de experimentación para fomentar la innovación en el sector. - Desarrollo de la Herramienta NEPI (Nivel de Encadenamiento Productivo Innovador): Se diseñó la herramienta NEPI para medir la relación entre la adopción de tecnología y los niveles de experimentación y cooperación en las iniciativas empresariales. NEPI clasifica las iniciativas en cuatro categorías: Relegados, Artesanos, Lobos Solitarios y Neuronales. Esta herramienta ofrece una hoja de ruta clara para guiar a las empresas hacia niveles superiores de integración tecnológica y competitividad. Los principales aportes de la investigación fueron: • Creación de un marco conceptual para entender la integración de tecnologías convergentes en la cadena de valor de la industria de alimentos. • Desarrollo de un artefacto digital que permite analizar grandes bases de datos científicas, de patentes y de inversión. • Generación de un modelo práctico para medir y mejorar el encadenamiento productivo innovador en el sector alimentario colombiano. • Contribuciones al cierre de brechas entre la academia, la industria y las políticas públicas. Metodológicamente, la investigación adoptó un enfoque transdisciplinario, integrando herramientas como la minería de texto, análisis bibliográfico, encuestas y entrevistas, además de metodologías participativas para validar los hallazgos con actores clave. Contraste entre Objetivos de la investigación y Resultados Obtenidos Objetivo de Investigación Resultado Obtenido Objetivo 1: Establecer la frontera tecnológica en la industria de alimentos. Resultado: Identificación de 11 tecnologías emergentes mediante un artefacto digital que analiza y clasifica 11.481 elementos (artículos académicos, patentes e inversiones en startups) por tecnología, etapa en la cadena de valor, países. Objetivo 2: Identificar factores que favorecen la adopción tecnológica. Resultado: Determinación de barreras y facilitadores clave en la industria colombiana a través de fuentes primarias (encuestas a 164 organizaciones y entrevistas a profundidad) y secundarias (EDIT X, Colombia Tech Report). Objetivo 3 Proponer un modelo de encadenamiento productivo innovador. Resultado: Desarrollo y validación del Modelo NEPI - Nivel de encadenamiento productivo innovador, como herramienta práctica para evaluar la innovación empresarial.Doctorado153 páginasapplication/pdfspaUniversidad de los AndesDoctorado en Gestión de la Innovación TecnológicaNodo de InnovaciónAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/embargoedAccesshttp://purl.org/coar/access_right/c_f1cfIntegración de tecnologías convergentes en la industria de alimentos en Colombia: Innovación, sostenibilidad y competitividad en FoodTechIntegration of Converging Technologies in the Food Industry in Colombia: Innovation, Sustainability and Competitiveness in FoodTechTrabajo de grado - Doctoradoinfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/acceptedVersionhttp://purl.org/coar/resource_type/c_db06Texthttps://purl.org/redcol/resource_type/TDFoodtechStartupsCooperación en la cadena de abastecimientoDesarrollo de proveedoresIndustria de AlimentosTecnologías convergentesFrontera tecnológicaEncadenamiento productivo innovadorCadena de valorAdministraciónIngenieríaDiseñoGobierno y Asuntos PúblicosAdeyeye, S. A. O. (2019). Food packaging and nanotechnology: safeguarding consumer health and safety. In Nutrition and Food Science (Vol. 49, Issue 6). https://doi.org/10.1108/NFS-01-2019-0020Ahmad, K., Lim, J. H., Lee, E. J., Chun, H. J., Ali, S., Ahmad, S. S., Shaikh, S., & Choi, I. (2021). Extracellular Matrix and the Production of Cultured Meat. Foods 2021, Vol. 10, Page 3116, 10(12), 3116. https://doi.org/10.3390/FOODS10123116Amado, A., Cortez, P., Rita, P., & Moro, S. (2018). Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis. European Research on Management and Business Economics, 24(1), 1–7. https://doi.org/10.1016/j.iedeen.2017.06.002AMARNATH, B. S. (2022). TECHNOLOGY IDENTIFICATION IN INDUSTRY 4.0 WITH THE HELP OF TEXT MINING. INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT, 06(06). https://doi.org/10.55041/ijsrem14632Ashique, S., Kumar, S., Sirohi, E., Hussain, A., Farid, A., Faiyazuddin, Md., Mishra, N., & Garg, A. (2023). A comprehensive update on Nanotechnology in functional food developments: Recent updates, challenges, and future perspectives. Recent Patents on Nanotechnology, 17. https://doi.org/10.2174/1872210517666230825100347Aunger, R. (2010). Types of technology. Technological Forecasting and Social Change, 77(5), 762–782. https://doi.org/10.1016/j.techfore.2010.01.008Bafti, A. S., Farjadian, A. A., & Noudehi, Z. M. (2023). The impact technologies of blockchain and IoT, on food security. In Transformation for Sustainable Business and Management Practices: Exploring the Spectrum of Industry 5.0. https://doi.org/10.1108/978-1-80262-277-520231007Bai, C., Dallasega, P., Orzes, G., & Sarkis, J. (2020). Industry 4.0 technologies assessment: A sustainability perspective. International Journal of Production Economics, 229. https://doi.org/10.1016/j.ijpe.2020.107776Beske, P., Land, A., & Seuring, S. (2014). Sustainable supply chain management practices and dynamic capabilities in the food industry. A critical analysis of the literature. Int. J. Production Economics, 152, 131–143. https://reader.elsevier.com/reader/sd/pii/S0925527313005859?token=F3D5B46889A350F47686FECBC52C4B64FBFA66ABBC7C68BD356BC745896F49CEEA1443BCFBFE62EEEFB02CF82F5FDB2B&originRegion=us-east-1&originCreation=20211012030011Bhat, Z. F., Kumar, S., & Bhat, H. F. (2017). In vitro meat: A future animal-free harvest. Critical Reviews in Food Science and Nutrition, 57(4). https://doi.org/10.1080/10408398.2014.924899Birasnav, M., & Bienstock, J. (2019). Supply chain integration, advanced manufacturing technology, and strategic leadership: An empirical study. Computers and Industrial Engineering, 130. https://doi.org/10.1016/j.cie.2019.01.021Bland, D., & Osterwalder, A. (2019). Testing Business Ideas: A Field Guide for Rapid Experimentation - David J. Bland, Alexander Osterwalder - Google Libros. Wiley.Bower, J. L., & Christensen, C. M. (1995). Disruptive technologies: Catching the wave. Harvard Business Review, 73(1), 43–53. https://hbr.org/1995/01/disruptive-technologies-catching-the-waveBröring, S., Cloutier, L. M., & Leker, J. (2006). The front end of innovation in an era of industry convergence: Evidence from nutraceuticals and functional foods. R and D Management, 36(5). https://doi.org/10.1111/j.1467-9310.2006.00449.xBrownlee, J. (2020). Hyperparameter Optimization With Random Search and Grid. Python Machine Learning. https://machinelearningmastery.com/hyperparameter-optimization-with-random-search-and-grid-search/Cappellesso, G., Raimundo, C. M., & Thomé, K. M. (2020). Measuring the intensity of innovation in the Brazilian food sector: a DEA-Malmquist approach. Innovation and Management Review, 17(4). https://doi.org/10.1108/INMR-07-2019-0095Chang, H. H., Huang, C. Y., Fu, C. S., & Hsu, M. T. (2017). The effects of innovative, consumer and social characteristics on willingness to try nano-foods: Product uncertainty as a moderator. Information Technology and People, 30(3). https://doi.org/10.1108/ITP-10-2015-0266Charlebois, S., Somogyi, S., Music, J., & Cunningham, C. (2019). Biotechnology in food: Canadian attitudes towards genetic engineering in both plant- and animal-based foods. British Food Journal, 121(12). https://doi.org/10.1108/BFJ-07-2018-0471Chaudhari, S. P. (2017). NUTRACEUTICALS: A REVIEW. World Journal of Pharmacy and Pharmaceutical Sciences, 681–739. https://doi.org/10.20959/wjpps20178-9825Chesbrough, H. W. (2003). Open Innovation: The New Imperative for Creating and Profiting from Technology. In Harvard Business (Issue 4).Christensen, C. M., Raynor, M. E., Rory, M., & McDonald, R. (2015). What is disruptive innovation? Harvard Business Review, 93(12), 44–53. https://hbr.org/2015/12/what-is-disruptive-innovationCreswell, J. W., & Poth, C. N. (2016). Qualitative inquiry and research design: Choosing among five approaches. Sage publications.D. Anthony Miles. (2017). A taxonomy of research gaps: Identifying and defining the seven research gaps. Journal of Research Methods and Strategies, 2017, 1–15. https://www.academia.edu/35505149/RESEARCH_A_Taxonomy_of_Research_Gaps_Identifying_and_Defining_the_Seven_Research_GapsDANE. (2021). Boletín Técnico Encuesta de Desarrollo e Innovación Tecnológica en la industria manufacturera (EDIT) 2019 - 2020. https://www.dane.gov.co/files/investigaciones/boletines/edit/boletin_EDIT_manufacturera_2019_2020.pdfDe La Rosa, G., Milberg Muñiz, E., El-Hani, C. N., & Ludwig, D. (2024). Navigating between Promises and Realities of Transdisciplinary Research for Environmental Conservation. Human Ecology. https://doi.org/10.1007/s10745-024-00520-6Dedina, D., & Sanova, P. (2013). Creating a Competitive Advantage by Developing an Innovative Tool to Assess Suppliers in Agri-Food Complex. Journal of Competitiveness, 5(3), 31–45. https://doi.org/10.7441/joc.2013.03.03Denzin, N. K. (2017). Sociological methods: A sourcebook. In Sociological Methods: A Sourcebook. https://doi.org/10.4324/9781315129945Diamandis, P., & Kotler, S. (2020). The Future Is Faster Than You Think: How Converging Technologies Are Transforming Business, Industries, and Our Lives. Simon & Schuster Publishing.Digital Food Lab. (2023). 2023 State of the european Foodtech ecosystem. In 2023 State of the european Foodtech ecosystem. https://www.digitalfoodlab.com/reports/2023-europe/downloadDing, H., Tian, J., Yu, W., Wilson, D. I., Young, B. R., Cui, X., Xin, X., Wang, Z., & Li, W. (2023). The Application of Artificial Intelligence and Big Data in the Food Industry. In Foods (Vol. 12, Issue 24). https://doi.org/10.3390/foods12244511Earle, M. D., & Earle, R. L. (1997). Food Industry Research and Development. Government and the Food Industry: Economic and Political Effects of Conflict and Co-Operation, 125–140. https://doi.org/10.1007/978-1-4615-6221-4_8Eisenhardt, K. M., & Martin, J. A. (2000). Dynamic capabilities: What are they? Strategic Management Journal, 21(10–11). https://doi.org/10.1002/1097-0266(200010/11)21:10/11<1105::AID-SMJ133>3.0.CO;2-EFAO. (2018). FAOSTAT Bases de datos Cosechas procesadas. http://www.fao.org/faostat/es/#data/SDFAO. (2024). Prioridades de la FAO en la región de conformidad con el Marco estratégico de la FAO para 2022-2031. In El estado de la seguridad alimentaria y la nutrición en el mundo 2023. FAO; IFAD; UNICEF; WFP; WHO; https://www.fao.org/3/no324es/no324es.pdfFAOColombia. (2019, July 8). 2019-2028 un decenio de oportunidades para el sector rural. FAO Colombia. http://www.fao.org/colombia/noticias/detail-events/en/c/1201133/Faria, L. G. D., & Andersen, M. M. (2017). Sectoral patterns versus firm-level heterogeneity - The dynamics of eco-innovation strategies in the automotive sector. Technological Forecasting and Social Change, 117. https://doi.org/10.1016/j.techfore.2016.11.018Ferdousi, B. (2024). The Importance of Defining Cybersecurity from a Transdisciplinary Approach. Journal of Systemics, Cybernetics and Informatics, 22(1), 150–164. https://doi.org/10.54808/JSCI.22.01.150Forward Fooding. (2021). What is Food Tech? | The taxonomy behind the FoodTech Data Navigator. https://forwardfooding.com/what-is-food-tech/Frederich, A., & Hu, S. (2021). Emerging Tech Research: Foodtech. https://files.pitchbook.com/website/files/pdf/PitchBook_Q1_2021_Emerging_Tech_Research_Foodtech_Report_Preview.pdfFrederick, A., Mei, T., & Sanders, D. (2023). Foodtech Overview, Emerging Tech Research. https://www.digitalfoodlab.com/foodtech-europe-2023/Fu-Sheng, T., Cheng-Hung, T., Chi-Wei, L., Chia-Hsun, L., & Chih-Hsiang, C. (2020). Review and Prospection for Food and Agricultural Business Model Innovations in Emerging Economies. International Food and Agribusiness Management Review, 23(5), 661–666. https://doi.org/10.22434/IFAMR2020.X001Ghisellini, P., Cialani, C., & Ulgiati, S. (2015). A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems. Journal of Cleaner Production, 114, 11–32. https://doi.org/10.1016/j.jclepro.2015.09.007Giuseppe, E., Monica, S., & GianFranco, G. (2010). Science for Food Safety, Security and Quality: a Review - Part 1. Quality of Life (Banja Luka) - APEIRON, 1(1). https://doi.org/10.7251/qol1001026gGodoi, F. C., Prakash, S., & Bhandari, B. R. (2016). 3d printing technologies applied for food design: Status and prospects. In Journal of Food Engineering (Vol. 179, pp. 44–54). Elsevier Ltd. https://doi.org/10.1016/j.jfoodeng.2016.01.025Gonzalez-Mendes, S., Alonso-Mu, S., Rey Juan Carlos University, noz, Garcıa-Mui, F. E., & ıo Gonzalez-Sanchez, R. (2024). Discovering the conceptual building blocks of blockchain technology applications in the agri-food supply chain: a review and research agenda. British Food Journal, 126(13), 182–206. https://doi.org/10.1108/BFJ-06-2023-0517Govindan, K. (2018). Sustainable consumption and production in the food supply chain: A conceptual framework. International Journal of Production Economics, 195, 419–431. https://doi.org/10.1016/j.ijpe.2017.03.003Grecuccio, J., Giusto, E., Fiori, F., & Rebaudengo, M. (2020). Combining Blockchain and IoT: Food-Chain Traceability and Beyond. Energies, 13(15), 3820. https://doi.org/10.3390/en13153820Guerrero, A., & Vinciane, S. (2020). Entrepreneurial ecosystems as a mechanism to promote economic formality in emerging economies: The case of Bogota. In A. Tsvetkova, J. Schmutzler, & R. Pugh (Eds.), Entrepreneurial Ecosystems Meet Innovation Systems (pp. 221–240). Edward Elgar Publishing. https://doi.org/10.4337/9781789901184.00023Güner, D., & Çirişoğlu, E. (2024). Internet of Things (IoT)-Focused Developments in the Food and Beverage Industry. In Future Tourism Trends Volume 2. https://doi.org/10.1108/978-1-83753-970-320241002Hall, B. H., & Khan, B. (2003). Adoption of New Technology. http://www.nber.org/papers/w9730Hearnshaw, K. (2017). From quick wins to cultural shifts: Understanding the Experimentation Maturity Model EMM. https://conversion.com/blog/quick-wins-cultural-shifts-understanding-experimentation-maturity-model/Herath, M. M., Ahmad, N., Hassa, M. M., & Jaafar, W. M. W. (2021). A Review on Empowering Farmers through Technology Adoption towards Poverty Alleviation in Developing Countries. International Journal of Academic Research in Business and Social Sciences, 11(11). https://doi.org/10.6007/ijarbss/v11-i11/11661Hessels, L. K., & van Lente, H. (2008). Re-thinking new knowledge production: A literature review and a research agenda. Research Policy, 37(4). https://doi.org/10.1016/j.respol.2008.01.008Ho, W., Xu, X., & Dey, P. K. (2010). Multi-criteria decision making approaches for supplier evaluation and selection: A literature review. European Journal of Operational Research, 202(1), 16–24. https://doi.org/10.1016/J.EJOR.2009.05.009Hoof, B. Van, Solano, A., Riaño, J., Mendez, C., & Medaglia, A. L. (2024). Decision-making for circular economy implementation in agri-food systems: A transdisciplinary case study of cacao in Colombia. Journal of Cleaner Production, 434. https://doi.org/10.1016/j.jclepro.2023.140307Ikonomakis, M., Kotsiantis, S., & Tampakas, V. (2005). Text Classification Using Machine Learning Techniques. WSEAS TRANSACTIONS on COMPUTERS, 4(8), 966–974.Jeong, H., & Shin, K. (2020). Exploring Factors Affecting Sustainable Innovation Performance of Food Firms. A Case of Korean Food Industry. https://doi.org/10.3390/su122310157Jeremić, M., Matkovski, B., & Zekić, S. (2024, May 17). The Green Food Supply Chain Concept. Proceedings of the 29th International Scientific Conference Strategic Management and Decision Support Systems in Strategic Management. https://doi.org/10.46541/978-86-7233-428-9_423Kaplinsky, R., & Morris, M. (2000). A handbook for value chain research. Prepared for the IDRC. Institute for Development Studies: Brighton, UK, September.Kastelli, I., Tsakanikas, A., & Caloghirou, Y. (2018). Technology transfer as a mechanism for dynamic transformation in the food sector. Journal of Technology Transfer, 43(4). https://doi.org/10.1007/s10961-016-9530-3Khanna, V. R. (2020). Applications of Big Data Analytics: A Boon for the Food Industry. In Application of Big Data and Business Analytics. https://doi.org/10.1108/978-1-80043-884-220211006Klaus Schwab. (2017). La cuarta revolución industrial-The Fourth Industrial Revolution. Foro Económico Mundial.Kohavi, R., & Thomke, S. (2017). The Surprising Power of Online Experiments. Harvard Business Review.Kowsari, K., Meimandi, K. J., Heidarysafa, M., Mendu, S., Barnes, L., & Brown, D. (2019). Text classification algorithms: A survey. In Information (Switzerland) (Vol. 10, Issue 4). https://doi.org/10.3390/info10040150KPMG, Asociación Nacional de Empresarios de Colombia (ANDI), Cámara de Comercio de Bogotá, Cámara de Comercio de Cali, Cámara de Comercio de Barranquilla, Centro de Estudios Superiores de Administración (CESA), Universidad EAFIT, On Going, Universidad ElA, & iNNpulsa Colombia. (2024). Colombia TechReport 2023 – 2024. https://andidelfuturo.com/colombia-tech-report/Kumar, A., Singh, R. K., & Modgil, S. (2020). Exploring the relationship between ICT, SCM practices and organizational performance in agri-food supply chain. Benchmarking, 27(3), 1003–1041. https://doi.org/10.1108/BIJ-11-2019-0500Kumar, R., & Kumar, D. (2023). Blockchain-based smart dairy supply chain: catching the momentum for digital transformation. Journal of Agribusiness in Developing and Emerging Economies. https://doi.org/10.1108/JADEE-07-2022-0141Kuzminov, I., Bakhtin, P., Khabirova, E., Kotsemir, M., & Lavrynenko, A. (2018). Mapping the Radical Innovations in Food Industry: A Text Mining Study. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3143721Lacovone, L., Maloney, W., & McKenzie, D. (2019). Improving Management with Individual and Group-Based Consulting: Results from a Randomized Experiment in Colombia. In Improving Management with Individual and Group-Based Consulting: Results from a Randomized Experiment in Colombia. World Bank, Washington, DC. https://doi.org/10.1596/1813-9450-8854Lang, D. J., Wiek, A., Bergmann, M., Stauffacher, M., Martens, P., Moll, P., Swilling, M., & Thomas, C. J. (2012). Transdisciplinary research in sustainability science: Practice, principles, and challenges. Sustainability Science, 7(SUPPL. 1). https://doi.org/10.1007/s11625-011-0149-xLechman, E. (2014). Does technology adoption matter for economic development? Empirical evidence for Latin American countries. In Handbook of Research on Economic Growth and Technological Change in Latin America. https://doi.org/10.4018/978-1-4666-6224-7.ch001Lee, H. (2023). Converging technology to improve firm innovation competencies and business performance: Evidence from smart manufacturing technologies. Technovation, 123. https://doi.org/10.1016/j.technovation.2023.102724Lekan, J. (2020). Artificial intelligence in the transition to Circular Economy Design and Development of Automated LectureTime-tabling System View project Computer Security and Networks View project Artificial Intelligience in the Transition to Circular Economy. 9, 185–190. www.ajer.orgLiker, J., & Choi, T. Y. (2004). Building Deep Supplier Relationships. Harvard Business Review. https://hbr.org/2004/12/building-deep-supplier-relationshipsLiu, R., Gao, Z., Snell, H. A., & Ma, H. (2020). Food safety concerns and consumer preferences for food safety attributes: Evidence from China. Food Control, 112. https://doi.org/10.1016/j.foodcont.2020.107157Liuviana Vega Chica, M. (2023). Knowledge and Technology Transfer in Latin American University Contexts. https://doi.org/10.5772/intechopen.113244Long, Y., Wei, X., Wu, S., Wu, N., Li, Q. X., Tan, B., & Wan, X. (2022). Plant Molecular Farming, a Tool for Functional Food Production. In Journal of Agricultural and Food Chemistry (Vol. 70, Issue 7). https://doi.org/10.1021/acs.jafc.1c07185MacDonald, R., & Reitmeier, C. (2017). CHAPTER 6 FOOD PROCESSING. Understanding Food Systems.Mankins, J. C. (2009). Technology readiness assessments: A retrospective. Acta Astronautica, 65(9–10). https://doi.org/10.1016/j.actaastro.2009.03.058Mantihal, S., Kobun, R., & Lee, B. B. (2020). 3D food printing of as the new way of preparing food: A review. In International Journal of Gastronomy and Food Science (Vol. 22). AZTI-Tecnalia. https://doi.org/10.1016/j.ijgfs.2020.100260Meng, Y., Wei, Z., & Xue, C. (2022). Protein fibrils from different food sources: A review of fibrillation conditions, properties, applications and research trends. In Trends in Food Science and Technology (Vol. 121, pp. 59–75). Elsevier Ltd. https://doi.org/10.1016/j.tifs.2022.01.031Mensi, A., & Udenigwe, C. C. (2021). Emerging and practical food innovations for achieving the Sustainable Development Goals (SDG) target 2.2. Trends in Food Science & Technology. https://doi.org/10.1016/j.tifs.2021.01.079Miller, K. B., Eckberg, J. O., Decker, E. A., & Marinangeli, C. P. F. (2021). Role of food industry in promoting healthy and sustainable diets. Nutrients, 13(8). https://doi.org/10.3390/nu13082740Mizrahi, T., Bayne-Smith, M., & Garcia, M. L. (2008). Comparative Perspectives on Interdisciplinary Community Collaboration between Academics and Community Practitioners. Community Development, 39(3). https://doi.org/10.1080/15575330809489665Moguillansky, G. (2006). Innovation, the missing link in latin American countries. Journal of Economic Issues, 40(2). https://doi.org/10.1080/00213624.2006.11506912Mohammadi, A., Kashi, P. A., Kashiri, M., Bagheri, A., Chen, J., Ettelaie, R., Jäger, H., & Shahbazi, M. (2023). Self-assembly of plant polyphenols-grafted soy proteins to manufacture a highly stable antioxidative Pickering emulsion gel for direct-ink-write 3D printing. Food Hydrocolloids, 142. https://doi.org/10.1016/j.foodhyd.2023.108851Montes, J. C., Vesga, R. A., & Barrios, J. D. (2024). Foodtech, las tecnologías convergentes que definen la frontera de la industria de alimentos. EXPOTECH “Ciencia, Tecnología e Innovación al Servicio de Un Futuro Ético y Responsable Para La Industria 5.0,” 34–50. https://hemeroteca.unad.edu.co/index.php/memorias/article/view/7823/6768Mowery, D. C. (1989). Collaborative ventures between U.S. and foreign manufacturing firms. Research Policy, 18(1). https://doi.org/10.1016/0048-7333(89)90049-8Nachira, F., Nicolai, A., Dini, P., Le, M., Lorena, L., & Leon, R. (2007). Digital Business Ecosystems. European Commission. https://www.db-thueringen.de/servlets/MCRFileNodeServlet/dbt_derivate_00015105/ISBN_92-79-01817-5_Cover.pdfNavaf, M., Sunooj, K. V., Aaliya, B., Sudheesh, C., Akhila, P. P., Mir, S. A., Nemtanu, M. R., George, J., Lackner, M., & Mousavi Khaneghah, A. (2023). Contemporary insights into the extraction, functional properties, and therapeutic applications of plant proteins. In Journal of Agriculture and Food Research (Vol. 14). Elsevier B.V. https://doi.org/10.1016/j.jafr.2023.100861Nielsen, J., Tillegreen, C. B., & Petranovic, D. (2022). Innovation trends in industrial biotechnology. In Trends in Biotechnology (Vol. 40, Issue 10). https://doi.org/10.1016/j.tibtech.2022.03.007OCDE. (2015). Revisión de la OCDE de las políticas Agrícolas: Colombia 2015. Revisiones Sobre Políticas Agricolas.Opasvitayarux, P., Setamanit, S. O., Assarut, N., & Visamitanan, K. (2022). Antecedents of IoT adoption in food supply chain quality management: an integrative model. Journal of International Logistics and Trade, 20(3), 135–170. https://doi.org/10.1108/JILT-05-2022-0002Otoni, C. G., Azeredo, H. M. C., Mattos, B. D., Beaumont, M., Correa, D. S., & Rojas, O. J. (2021). The Food–Materials Nexus: Next Generation Bioplastics and Advanced Materials from Agri-Food Residues. In Advanced Materials (Vol. 33, Issue 43). John Wiley and Sons Inc. https://doi.org/10.1002/adma.202102520Palop, F., & Vicente, J. M. (1999). Vigilancia Tecnológica E Inteligencia Competitiva. Su Potencial Para La Empresa Española. Cotec Estudios 15, 116.Perera, R. (2017). The PESTLE Analysis. The PESTLE Analysis.Pokharel, P., & Vaidya, P. (2020). A Study of User Story in Practice. 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020. https://doi.org/10.1109/ICDABI51230.2020.9325670Porter, M. (1985). The Competitive Advantage: Creating and Sustaining Superior Performance. Competitive Advantage. https://www.hbs.edu/faculty/Pages/item.aspx?num=193Qin Yu. (2011). The cooperation in agri-food supply chain. MSIE 2011, 674–677. https://doi.org/10.1109/MSIE.2011.5707498Quiroz-Flores, J. C., Aguado-Rodriguez, R. J., Zegarra-Aguinaga, E. A., Collao-Diaz, M. F., & Flores-Perez, A. E. (2024). Industry 4.0, circular economy and sustainability in the food industry: a literature review. International Journal of Industrial Engineering and Operations Management, 6(1). https://doi.org/10.1108/ijieom-12-2022-0071Ramesh, S. (2022). Agribusiness Innovations: Navigating Sustainable Agriculture and Animal Production in the Global Marketplace. International Journal of Agriculture and Animal Production, 21. https://doi.org/10.55529/ijaap.21.25.30Ramón Vidal, D. (2018). Food biotechnology: from genetically modified foods to personalized nutrition. Nutricion Hospitalaria, 35(4). https://doi.org/10.20960/NH.2121Ranjha, M. M. A. N., Shafique, B., Khalid, W., Nadeem, H. R., Mueen-ud-Din, G., & Khalid, M. Z. (2022). Applications of Biotechnology in Food and Agriculture: a Mini-Review. In Proceedings of the National Academy of Sciences India Section B - Biological Sciences (Vol. 92, Issue 1). https://doi.org/10.1007/s40011-021-01320-4Renda, A. (2019). The age of foodtech: Optimizing the agri-food chain with digital technologies. In Achieving the Sustainable Development Goals Through Sustainable Food Systems. https://doi.org/10.1007/978-3-030-23969-5_10Romanello, R., & Veglio, V. (2022). Industry 4.0 in food processing: drivers, challenges and outcomes. British Food Journal, 124(13), 375–390. https://doi.org/10.1108/BFJ-09-2021-1056Rotolo, D., Hicks, D., & Martin, B. R. (2015). What is an emerging technology? Research Policy, 44(10), 1827–1843. https://doi.org/10.1016/j.respol.2015.06.006Roy, B., Hagappa, A., Ramalingam, Y. D., Mahalingam, N., & Alaudeen, A. banu S. (2021). A review on lab-grown meat: Advantages and disadvantages. Quest International Journal of Medical and Health Sciences, 4(1).Setiawan, H. S., Tarigan, Z. J. H., & Siagian, H. (2023). Digitalization and green supply chain integration to build supply chain resilience toward better firm competitive advantage. Uncertain Supply Chain Management, 11(2). https://doi.org/10.5267/j.uscm.2023.1.012Shah, K., Patel, H., Sanghvi, D., & Shah, M. (2020). A Comparative Analysis of Logistic Regression, Random Forest and KNN Models for the Text Classification. Augmented Human Research 2020 5:1, 5(1), 1–16. https://doi.org/10.1007/S41133-020-00032-0Shammar, E. A., & Zahary, A. T. (2020). The Internet of Things (IoT): a survey of techniques, operating systems, and trends. In Library Hi Tech (Vol. 38, Issue 1, pp. 5–66). Emerald Group Holdings Ltd. https://doi.org/10.1108/LHT-12-2018-0200Sharma, S., Gahlawat, V. K., Rahul, K., Mor, R. S., & Malik, M. (2021). Sustainable Innovations in the Food Industry through Artificial Intelligence and Big Data Analytics. In Logistics (Vol. 5, Issue 4). MDPI. https://doi.org/10.3390/logistics5040066Siegrist, M., Stampfli, N., & Kastenholz, H. (2009). Acceptance of nanotechnology foods: A conjoint study examining consumers’ willingness to buy. British Food Journal, 111(7), 660–668. https://doi.org/10.1108/00070700910972350Sirimanne, S. N. (UNCTAD), Freire, C. (UNCTAD), Bell, B. (UNCTAD), Maruichi, D. (UNCTAD), & Cyron, L. (UNCTAD). (2021). Technology and Innovation Report 2021, Catching technological waves Innovation with equity. United Nations Publications. http://unctadstat.unctad.org/EN/Classifications.html.Steffen, W., Richardson, K., Rockström, J., Cornell, S. E., Fetzer, I., Bennett, E. M., Biggs, R., Carpenter, S. R., De Vries, W., De Wit, C. A., Folke, C., Gerten, D., Heinke, J., Mace, G. M., Persson, L. M., Ramanathan, V., Reyers, B., & Sörlin, S. (2015). Planetary boundaries: Guiding human development on a changing planet. Science, 347, 736–747. https://doi.org/10.1126/science.1259855Stickdorn, M., Hormess, M., Lawrence, A., & Schneider, J. (2018). This is Service Design Doing. In This Is Service Design Methods.Sweileh, W. M., Al-Jabi, S. W., Sawalha, A. F., Ed, S. ’, & Zyoud, H. (2014). Bibliometric analysis of nutrition and dietetics research activity in Arab countries using ISI Web of Science database. https://doi.org/10.1186/2193-1801-3-718Tamayo, V., Jaramillo, A., & Gonzalez, A. (2018). Cierre de brechas de innovación y tecnología. http://www.andi.com.co/Uploads/Cierre de brechas de innovación y tecnología__scv_gigital2.pdfTamayo, V., Quintero, O., Campo, C., Giraldo, A., Morales, J., & Arango, L. (2018). INFORME SECTORIAL ECONOMÍA CIRCULAR (Issue 1). Ministerio de Comercio, Industria y Turismo. https://drive.google.com/file/d/1V3R1SMl3iuQJFE33g_f3irKmSkkyYdJG/viewTamayo, V., Quintero, O., Campo, C., Giraldo, A., Morales, J., & Arango, L. (2019). Sector Lacteo, Informe Sectorial. Ministerio de Comercio, Industria y Turismo.Tavano, O. L. (2013). Protein hydrolysis using proteases: An important tool for food biotechnology. In Journal of Molecular Catalysis B: Enzymatic (Vol. 90). https://doi.org/10.1016/j.molcatb.2013.01.011Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7). https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-ZTomadoni, B., Capello, C., Valencia, G. A., & Gutiérrez, T. J. (2020). Self-assembled proteins for food applications: A review. In Trends in Food Science and Technology (Vol. 101, pp. 1–16). Elsevier Ltd. https://doi.org/10.1016/j.tifs.2020.04.015Trabelsi, M., Casprini, E., Fiorini, N., & Zanni, L. (2023). Unleashing the value of artificial intelligence in the agri-food sector: where are we? British Food Journal, 125(13). https://doi.org/10.1108/BFJ-11-2022-1014Tsang, Y. P., Choy, K. L., Wu, C. H., Ho, G. T. S., Lam, C. H. Y., & Koo, P. S. (2018). An Internet of Things (IoT)-based risk monitoring system for managing cold supply chain risks. Industrial Management and Data Systems, 118(7). https://doi.org/10.1108/IMDS-09-2017-0384Unctad. (2023). Technology and Innovation Report 2023 - Opening green windows. Technological opportunities for a low-carbon world. In Technology.Vértesy, D. (2017). Preconditions, windows of opportunity and innovation strategies: Successive leadership changes in the regional jet industry. Research Policy, 46(2). https://doi.org/10.1016/j.respol.2016.09.011Vik, J., Melås, A. M., Stræte, E. P., & Søraa, R. A. (2021). Balanced readiness level assessment (BRLa): A tool for exploring new and emerging technologies. Technological Forecasting and Social Change, 169. https://doi.org/10.1016/j.techfore.2021.120854Wallin, P. J. (1995). Review of the use of robotics and opportunities in the food and drinks industry. In Industrial Robot (Vol. 22, Issue 5). https://doi.org/10.1108/01439919510104085Wani, K. I., & Aftab, T. (2022). Limitations, Biosafety, Ethics, Regulatory Issues in Molecular Farming in Plants (pp. 61–74). https://doi.org/10.1007/978-3-031-12794-6_5Wetzstein, A., Hartmann, E., Benton, W. C., & Hohenstein, N.-O. (2016). A systematic assessment of supplier selection literature-State-of-the-art and future scope. International Journal of Production Economics, 182, 304–323. https://doi.org/10.1016/j.ijpe.2016.06.022Williamson, P. J., & De Meyer, A. (2012). Ecosystem advantage: How to successfully harness the power of partners. California Management Review, 55(1). https://doi.org/10.1525/cmr.2012.55.1.24Yakovlev, P. P. (2022). LATIN AMERICAN COUNTRIES IN WORLD TRADE IN FOOD PRODUCTS. International Trade and Trade Policy, 8(1). https://doi.org/10.21686/2410-7395-2022-1-36-50Żbikowski, K., & Antosiuk, P. (2021). A machine learning, bias-free approach for predicting business success using Crunchbase data. Information Processing and Management, 58(4). https://doi.org/10.1016/j.ipm.2021.102555Zhong, R. Y., Newman, S. T., Huang, G. Q., & Lan, S. (2016). Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives. Computers and Industrial Engineering, 101. https://doi.org/10.1016/j.cie.2016.07.013200517991Publication612f2e7d-6b09-43a5-b87d-ba22f201bfa1virtual::22342-1612f2e7d-6b09-43a5-b87d-ba22f201bfa1virtual::22342-1https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001335923virtual::22342-1LICENSElicense.txtlicense.txttext/plain; charset=utf-82535https://repositorio.uniandes.edu.co/bitstreams/949ad88a-1d3a-448d-a913-059f1f657759/downloadae9e573a68e7f92501b6913cc846c39fMD51ORIGINALautorizacion tesis - Camilo Montes - firmado RV.pdfautorizacion tesis - Camilo Montes - firmado RV.pdfHIDEapplication/pdf315776https://repositorio.uniandes.edu.co/bitstreams/4184c68d-4cab-4ac7-bd92-d2b90b279c1f/downloadae32e8c3c81c83093bdca9c8c142df98MD53Integración de tecnologías convergentes en la industria de alimentos en Colombia.pdfIntegración de tecnologías convergentes en la industria de alimentos en Colombia.pdfElementos de la tesis (Capitulo 6) hacen parte de un articulo que esta siendo evaluado para una publicación en Journal of Agribusiness in Developing and Emerging Economies. Por lo que no debe hacerse público antes de la publicación.application/pdf4483076https://repositorio.uniandes.edu.co/bitstreams/137a9835-7002-4da5-84db-5959f1704435/download182fa48b66bd33ca67f8240b0b29d5d8MD57CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.uniandes.edu.co/bitstreams/6d1c7ec7-2092-4bb7-846c-4789d04045c9/download24013099e9e6abb1575dc6ce0855efd5MD55TEXTautorizacion tesis - Camilo Montes - firmado RV.pdf.txtautorizacion tesis - Camilo Montes - firmado RV.pdf.txtExtracted texttext/plain2108https://repositorio.uniandes.edu.co/bitstreams/b3f44817-e811-4d2f-a2cd-99a75bbf6958/download2fcc5ae9a9f04f208c4aea3a698a1351MD58Integración de tecnologías convergentes en la industria de alimentos en Colombia.pdf.txtIntegración de tecnologías convergentes en la industria de alimentos en Colombia.pdf.txtExtracted texttext/plain101871https://repositorio.uniandes.edu.co/bitstreams/0ebdbec3-eb10-4f32-903d-f7c5816a1a5b/download46a9c0696f6d403e77028959121d0c4bMD510THUMBNAILautorizacion tesis - Camilo Montes - firmado RV.pdf.jpgautorizacion tesis - Camilo Montes - firmado RV.pdf.jpgGenerated Thumbnailimage/jpeg11159https://repositorio.uniandes.edu.co/bitstreams/778e7a67-0417-401b-bc83-f0b9c9c7d1cc/download3abdd899f2ec4df07352a699a41c9d1dMD59Integración de tecnologías convergentes en la industria de alimentos en Colombia.pdf.jpgIntegración de tecnologías convergentes en la industria de alimentos en Colombia.pdf.jpgGenerated Thumbnailimage/jpeg7555https://repositorio.uniandes.edu.co/bitstreams/11587212-0f13-442b-af86-e31e6585001c/download9f90cedca7cccc6833757efc67931b9eMD5111992/75546oai:repositorio.uniandes.edu.co:1992/755462025-03-05 10:16:51.998http://creativecommons.org/licenses/by-nc/4.0/Attribution-NonCommercial 4.0 Internationalrestrictedhttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.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 |