Big Data-based interactive panel to analyze craft titling in Ecuador
DOI:
https://doi.org/10.62452/qa3y7603Keywords:
Big Data, certification analysis, artisanal certification, interactive panel, data visualizationAbstract
The artisanal sector in Ecuador is essential to the country’s economy and culture. However, the lack of systematized information about artisanal certifications makes their analysis challenging. To address this, the objective is to analyze trends and disparities in these certifications between 2020 and 2024 through an interactive Big Data-based dashboard. This tool will provide dynamic visualizations to enhance decision-making in the sector, representing a significant advancement in data management and analysis. The theories and conceptual models underpinning this study include Big Data approaches, predictive analytics, and data visualization. Variables such as demographic, geographic, and certification-specific characteristics are considered to understand their influence on access to and distribution of certifications in the artisanal sector. A quantitative, descriptive, and exploratory approach based on positivist epistemology is adopted. The hypothesis is that "an interactive Big Data-based dashboard will analyze trends in artisanal certifications." Techniques of processing, visualization, and predictive analysis using census data are employed. The expected results include identifying trends in artisanal certifications, detecting geographic disparities, and generating interactive reports that facilitate decision-making to improve the sector.
Downloads
References
Castro Reino, I., & Barrera Bravo, F. (2023). The classification of artisan branches in Ecuador and the prejudice to the labor law of artisans. Runas. Journal of Education and Culture, 4(7), e23096. https://doi.org/10.46652/runas.v4i7.96
Chiappe, M. B. (2005). La situación de las mujeres rurales en la agricultura familiar de cinco países de América Latina. https://landportal.org/fr/library/resources/la-situaci%C3%B3n-de-las-mujeres-rurales-en-la-agricultura-familiar-de-cinco-pa%C3%ADses-de
Ecuador. Servicio Nacional de Derechos Intelectuales. (2021). Servicios en línea. https://www.derechosintelectuales.gob.ec/senadi-en-linea/
Freitag, V. (2014). Entre arte y artesanía: elementos para pensar el oficio artesanal en la actualidad. El Artista, (11), 129–143. https://dialnet.unirioja.es/descarga/articulo/6375923.pdf
Gandomi, A., & Haider, M. (2015). Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 35(2), 137–144. https://doi.org/10.1016/j.ijinfomgt.2014.10.007
García, S., Ramírez-Gallego, S., Luengo, J., et al. (2016). Big data preprocessing: methods and prospects. Big Data Anal, 1(9). https://doi.org/10.1186/s41044-016-0014-0
Hashem, I. A. T., Yaqoob, I., Anuar, N. B., Mokhtar, S., Gani, A., & Khan, S. U. (2015). The rise of "big data" on cloud computing: Review and open research issues. Information Systems, 47, 98–115. https://doi.org/10.1016/j.is.2014.07.006
Jalil Vélez, N. J., Garcés González, R., Roque Doval, Y., & Mendoza Vélez, M. E. (2019). La mujer artesana en el proceso de desarrollo de la comuna de Sosote (Manabí, Ecuador). En J. A. Márquez Domínguez & J. Llamas Chávez (Dirs.), Hélices y anclas para el desarrollo local (pp. 1364–1370). Universidad de Cartagena; Universidad de Huelva.
Mendieta, P., Ordóñez, J., & Bermeo, K. (2020). Caracterización de los artesanos del sector textil de la ciudad de Cuenca en su contexto comercial y productivo. 593 Digital Publisher CEIT, 5(5), 206–218. https://doi.org/10.33386/593dp.2020.5.300
Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura. (2025) Técnicas artesanales tradicionales - patrimonio inmaterial. https://ich.unesco.org/es/tcnicas-artesanales-tradicionales-00057
Organización de las Naciones Unidas. (2020). Contribuyendo al desarrollo sostenible del Ecuador. https://www.undp.org/sites/g/files/zskgke326/files/migration/ec/El-PNUD-en-Ecuador.pdf
Rivera Mateos, M., & Hernández Rojas, R. D. (2018). Microempresas de artesanía, turismo y estrategias de desarrollo local: retos y oportunidades en una ciudad histórico-patrimonial (Córdoba, España). Estudios Geográficos, 79(285), 529–553. https://doi.org/10.3989/estgeogr.201820
Sarate, E., Cuesta, F., & Mocha, D. (2025). Los artesanos en Ecuador: Evolución, análisis y percepciones de la normativa tributaria y laboral del 2000–2020. En R. D. Pérez Calle & H. Rojo Domingo (Coords.), El papel de la economía, la empresa y el derecho ante los nuevos entornos globales (pp. 1123–1151). Universidad Politécnica Salesiana.
Sevilla Buitrón, M. P., & Montero Ruiz, P. (2019). El reconocimiento de aprendizajes previos en la Educación Técnica Profesional: La experiencia chilena. Estudios pedagógicos (Valdivia), 45(1), 7–22. https://doi.org/10.4067/S0718-07052019000100007
Shneiderman, B. (1996). The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. Proceedings 1996 IEEE Symposium on Visual Languages. Boulder, CO, USA.
Tacuri Quilli, I. S. (2024). Implementación de un proceso ETL y tableros de control en Power BI para la gestión de incidentes de soporte informático en la empresa ETAPA EP [Trabajo de titulación, Instituto Superior Universitario Wissen].
Utrilla López, R. G. (2017). El Proyecto de Liberación Artesanal. Teoría y Crítica de la Psicología, 9, 135–150. https://dialnet.unirioja.es/descarga/articulo/6069489.pdf
Young, C. (2025). Tableau at Work. Editorial CRC Press.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Rocío Saldaña-Méndez, José Townsend-Valencia (Autor/a)
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Authors who publish in Revista Metropolitana de Ciencias Aplicadas (REMCA), agree to the following terms:
1. Copyright
Authors retain unrestricted copyright to their work. Authors grant the journal the right of first publication. To this end, they assign the journal non-exclusive exploitation rights (reproduction, distribution, public communication, and transformation). Authors may enter into additional agreements for the non-exclusive distribution of the version of the work published in the journal, provided that acknowledgment of its initial publication in this journal is given.
© The authors.
2. License
The articles are published in the journal under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). The terms can be found at: https://creativecommons.org/licenses/by-nc-sa/4.0/deed.en
This license allows:
- Sharing: Copying and redistributing the material in any medium or format.
- Adapting: Remixing, transforming, and building upon the material.
Under the following terms:
- Attribution: You must give appropriate credit, provide a link to the license, and indicate if any changes were made. You may do this in any reasonable manner, but not in any way that suggests the licensor endorses or sponsors your use.
- NonCommercial: You may not use the material for commercial purposes.
- ShareAlike: If you remix, transform, or build upon the material, you must distribute your creation under the same license as the original work.
There are no additional restrictions. You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
