Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio

Autores:
Bru Cordero, Osamir Elias
Guillen García, Marieth Agnes
Hernández López, Idalia
Ropero Lozano, Andrea Carolina
Correa Álvarez, Cristian David
Tipo de recurso:
Article of journal
Fecha de publicación:
2026
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/21882
Acceso en línea:
https://doi.org/10.19053/uptc.01217488.v17.n1.2026.19225
Palabra clave:
Diseño de experimentos
DBCA
Diseño factorial
Enseñanza y Aprendizaje de la Estadística
Design of experiments
DBCA
factorial design
Teaching and Learning of Statistics
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
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dc.title.es-ES.fl_str_mv Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
title Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
spellingShingle Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
Diseño de experimentos
DBCA
Diseño factorial
Enseñanza y Aprendizaje de la Estadística
Design of experiments
DBCA
factorial design
Teaching and Learning of Statistics
title_short Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
title_full Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
title_fullStr Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
title_full_unstemmed Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
title_sort Evaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorio
dc.creator.fl_str_mv Bru Cordero, Osamir Elias
Guillen García, Marieth Agnes
Hernández López, Idalia
Ropero Lozano, Andrea Carolina
Correa Álvarez, Cristian David
dc.contributor.author.spa.fl_str_mv Bru Cordero, Osamir Elias
Guillen García, Marieth Agnes
Hernández López, Idalia
Ropero Lozano, Andrea Carolina
Correa Álvarez, Cristian David
dc.subject.none.fl_str_mv Diseño de experimentos
DBCA
Diseño factorial
Enseñanza y Aprendizaje de la Estadística
Design of experiments
DBCA
factorial design
Teaching and Learning of Statistics
topic Diseño de experimentos
DBCA
Diseño factorial
Enseñanza y Aprendizaje de la Estadística
Design of experiments
DBCA
factorial design
Teaching and Learning of Statistics
publishDate 2026
dc.date.accessioned.none.fl_str_mv 2026-10-17 23:11:30
dc.date.available.none.fl_str_mv 2026-10-17 23:11:30
dc.date.issued.none.fl_str_mv 2026-10-17
dc.type.spa.fl_str_mv Artículo de revista
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dc.relation.references.spa.fl_str_mv Montgomery, D. C. (2007). Diseño y análisis de experimentos (Vol. 2). México eDF. DF.: Limusa Wiley. https://archive.org/details/ DiseoDeExperimentosMontgomery2daEd/page/n367/ mode/2up [2] Álvarez, C. D. C., Poblador, J. F. A., & Peréz, L. M. B. “Metodologías estadísticas utilizadas en la experimentación con materiales poliméricos: una revisión bibliográfica.”Revista EIA, vol. 20, no. 40, pp. 1-17, 2023. https://doi.org/10.24050/reia.v20i40.1658 [3] Walpole R. and Myers R. (1982). Probabilidad y Estadística para Ingenieros.. Segunda edición. Interameri- cana.https://archive.org/details/ DiseoDeExperimentosMontgomery2daEd/page/n367/ mode/2up [4] Picheny, V., & Le Riche, R. “Revisiting the paper helicopter project using an adaptive surrogatebased approach.”2015. https://hal.archives-ouvertes.fr/ hal-01116601 [5] Weaver, J., Krolczyk, A. A., & Hook, N. M. V. “Optimizing Paper Helicopter Designs to Maximize Flight Time Using the Three-Step Process in Design of Experiments.” Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition. Volume 7: Engineering Education. Portland, Oregon, USA, vol. 7, pp. 17-21, 2024. https://doi.org/10.1115/IMECE2024-141751 [6] Romero, O. H. “Optimization with restrictions using approximated models’ case: Paper helicopter.” Understanding Probability Models, Nova Science Publishers, Inc, chapter 2, pp. 31-44, 2020. https://iqac.pdpu.ac.in/NAAC2/Docs/Criteria%20III/3. 4.6/Proofs/BPA/somdeb.lahiri_BPA_Understanding% 20Probability%20Models-%20Bouza-editor.pdf# page=43 [7] Conroy, S. A., & Downes, P. E. “Pay Takes Flight! An Experiential Compensation Exercise. Management Teaching Review.”2025. https://doi.org/10.1177/ 23792981241301349 [8] Park, C., Choi, J.-H., & Haftka, R. T. “Teaching a Verification and Validation Course Using Simulations and Experiments With Paper Helicopters.”Journal of Verification, Validation and Uncertainty Quantification, vol. 1, no. 3, 2016. https://doi.org/10.1115/1.4033889 [9] Cheng, M., Su, C.-Y., & Kinshuk, C.-Y. “Integrating smartphone-controlled paper airplane into gamified science inquiry for junior high school students.”Journal of Educational Computing Research, vol. 59, no. 1, pp. 71-94, 2021. https://doi.org/10.1177/0735633120953598
Box, G. E. P. “George’s column.”Quality Engineering, vol. 5, no. 1, pp. 167-178, 1992. https://doi.org/10.1080/ 08982119208918958 [11] Annis, D. H. “Rethinking the paper helicopter: Combining statistical and engineering knowledge.”American Statistician, vol. 59, no. 4, pp. 320-326, 2005. https: //doi.org/10.1198/000313005X70777 [12] Jackson, A. E., Wilkins, B. J., & Jackson, S. H. “Middle school students participate in three-week GEAR-UP summer engineering program at TexasA&Muniversitycommerce.” ASEE Annual Conference Proceedings, pp. 9797-9804, 2004. https://peer.asee.org/13273 [13] Sufian, A., Sandeep, K., Gowda, G. R. D. D., Seralathan, S., & Premkumar, T. M. “Experimental investigation to understand robust design with paper helicopter.”Materials Today: Proceedings (International Conference on Processing and Characterization of Materials (ICPCM 2022)), vol. 72, pp. 2507-2512, 2023. https://doi.org/10.1016/j.matpr.2022.09.531 [14] Cristea, G., Constantinescu, D. M., Andreescu, C., & Iozsa, M. D. “A study about how to use experimental design to increase the efficiency in a research project.”IOP Conference Series: Materials Science and Engineering, vol. 444, no. 7, pp. 072007, 2018. https://doi.org/10.1088/1757-899X/444/7/072007 [15] Domínguez, Jorge Domínguez and PEZ, JORGE AXEL DOMÍNGUEZ LO “Learning to Design Experiments Using Computer Simulations. ”, The International journal of engineering education, vol 27, no. 4, pp. 693-702 2011. https://www.ijee.ie/articles/Vol27-4/03_ijee2457ns.pdf [16] Berengut, David “Statistics for experimenters: Design, innovation, and discovery.”, Taylor & Francis, vol. 60, no. 4, pp. 341-342, 2006. https://doi.org/10.1198/ 000313006X152991 [17] How to make a paper helicopter, (2015) [Disponible en:]. YouTube.https://www.youtube.com/watchv= zTakrjE9yCo&ab_channel=Suart86. [18] MacWilliams, M. “Developing ODEs to Describe the Motion of a Paper Helicopter.”QUBES Educational Resources, 2023. https://doi.org/10.25334/FRWK-8235 [19] Mejores Aviones De Papel. Helicóptero de papel (Hélices voladoras). 2023. [Disponible en:]. YouTube.https://www. youtube.com/watch?v=xs7X_lXnmbs. [20] Batanero, C. (2000). El pensamiento estadístico y su enseñanza. En C. Batanero (Ed.), Didáctica de la estadística (pp. 17–38). Granada: Grupo de Investigación en Educación Estadística, Universidad de Granada. [21] Wild, C. J., & Pfannkuch, M. (1999). Statistical thinking in empirical enquiry. International Statistical Review, 67(3), 223–265. https://doi.org/10.1111/j.1751-5823.1999. tb00442.x [22] Dean, A. M., Voss, D., & Dragulji´c, D. “Complete Block Designs.”Springer, Cham, pp. 305–347, 2017. https://doi. org/10.1007/978-3-319-52250-0_10 [23] “Classical Design and Analysis of Experiments.” Statistics for Industry, Technology, and Engineering, pp. 141–224, 2023. https://doi.org/10.1007/ 978-3-031-28482-3_5 [24] R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/ [25] Alin, A. “Minitab.” Wiley Interdisciplinary Reviews: Computational Statistics, vol. 2, no. 6, pp. 723-727, 2010. [26] Pinilla, J. E., & Gil, D. “Transformaciones logarítmicas en regresión simple.”7(1), pp. 80–98, 2014. https://doi. org/10.15332/s2027-3355.2014.0001.06 [27] Packard, G. C. “The logarithmic transformation in bivariate allometry.”Biological Journal of the Linnean Society, vol. 138, no. 4, pp. 341-350, 2023. https://doi.org/10.1093/ biolinnean/blad012 [28] Garfield, J., & Ben-Zvi, D. Developing Students’ Statistical Reasoning: Connecting Research and Teaching Practice. Springer, 2008. [29] Leggett, A., & Loftsgaarden, D. O. Experiential learning in teaching statistics. Journal of Statistics Education, 5(1), 1997. https://doi.org/10.1080/10691898.1997.11910503 [30] Cobb, G. W. Teaching statistics. In Heeding the call for change: Suggestions for curricular action (pp. 3-43). Mathematical Association of America, 1992. [31] Montgomery, D. C. “Design and Analysis of Experiments.” John Wiley & Sons, 9th edition, Hoboken, NJ, 2017. [32] Cuartas-Rendón, S., Hernández-Barajas, F., Usuga- Manco, O., & López-Ríos, V. I. “Teaching One-Way Analysis of Variance Using Country Map Puzzles.” Revista Ciencia en Desarrollo, vol. 15, no. 2, pp. 102–106, 2024.
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spelling Bru Cordero, Osamir EliasGuillen García, Marieth AgnesHernández López, IdaliaRopero Lozano, Andrea CarolinaCorrea Álvarez, Cristian David2026-10-17 23:11:302026-10-17 23:11:302026-10-170121-748810.19053/uptc.01217488.v17.n1.2026.192252462-7658https://doi.org/10.19053/uptc.01217488.v17.n1.2026.19225application/pdfspaUniversidad Pedagógica y Tecnológica de Colombiahttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.esinfo:eu-repo/semantics/openAccessEsta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.http://purl.org/coar/access_right/c_abf2https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/19225Diseño de experimentosDBCADiseño factorialEnseñanza y Aprendizaje de la EstadísticaDesign of experimentsDBCAfactorial designTeaching and Learning of StatisticsEvaluación experimental de factores claves para el tiempo de vuelo de los helicópteros de papel: una experiencia significativa desde el aula-laboratorioArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleJournal articleinfo:eu-repo/semantics/publishedVersionTexthttp://purl.org/coar/version/c_970fb48d4fbd8a85Montgomery, D. C. (2007). Diseño y análisis de experimentos (Vol. 2). México eDF. DF.: Limusa Wiley. https://archive.org/details/ DiseoDeExperimentosMontgomery2daEd/page/n367/ mode/2up [2] Álvarez, C. D. C., Poblador, J. F. A., & Peréz, L. M. B. “Metodologías estadísticas utilizadas en la experimentación con materiales poliméricos: una revisión bibliográfica.”Revista EIA, vol. 20, no. 40, pp. 1-17, 2023. https://doi.org/10.24050/reia.v20i40.1658 [3] Walpole R. and Myers R. (1982). Probabilidad y Estadística para Ingenieros.. Segunda edición. Interameri- cana.https://archive.org/details/ DiseoDeExperimentosMontgomery2daEd/page/n367/ mode/2up [4] Picheny, V., & Le Riche, R. “Revisiting the paper helicopter project using an adaptive surrogatebased approach.”2015. https://hal.archives-ouvertes.fr/ hal-01116601 [5] Weaver, J., Krolczyk, A. A., & Hook, N. M. V. “Optimizing Paper Helicopter Designs to Maximize Flight Time Using the Three-Step Process in Design of Experiments.” Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition. Volume 7: Engineering Education. Portland, Oregon, USA, vol. 7, pp. 17-21, 2024. https://doi.org/10.1115/IMECE2024-141751 [6] Romero, O. H. “Optimization with restrictions using approximated models’ case: Paper helicopter.” Understanding Probability Models, Nova Science Publishers, Inc, chapter 2, pp. 31-44, 2020. https://iqac.pdpu.ac.in/NAAC2/Docs/Criteria%20III/3. 4.6/Proofs/BPA/somdeb.lahiri_BPA_Understanding% 20Probability%20Models-%20Bouza-editor.pdf# page=43 [7] Conroy, S. A., & Downes, P. E. “Pay Takes Flight! An Experiential Compensation Exercise. Management Teaching Review.”2025. https://doi.org/10.1177/ 23792981241301349 [8] Park, C., Choi, J.-H., & Haftka, R. T. “Teaching a Verification and Validation Course Using Simulations and Experiments With Paper Helicopters.”Journal of Verification, Validation and Uncertainty Quantification, vol. 1, no. 3, 2016. https://doi.org/10.1115/1.4033889 [9] Cheng, M., Su, C.-Y., & Kinshuk, C.-Y. “Integrating smartphone-controlled paper airplane into gamified science inquiry for junior high school students.”Journal of Educational Computing Research, vol. 59, no. 1, pp. 71-94, 2021. https://doi.org/10.1177/0735633120953598Box, G. E. P. “George’s column.”Quality Engineering, vol. 5, no. 1, pp. 167-178, 1992. https://doi.org/10.1080/ 08982119208918958 [11] Annis, D. H. “Rethinking the paper helicopter: Combining statistical and engineering knowledge.”American Statistician, vol. 59, no. 4, pp. 320-326, 2005. https: //doi.org/10.1198/000313005X70777 [12] Jackson, A. E., Wilkins, B. J., & Jackson, S. H. “Middle school students participate in three-week GEAR-UP summer engineering program at TexasA&Muniversitycommerce.” ASEE Annual Conference Proceedings, pp. 9797-9804, 2004. https://peer.asee.org/13273 [13] Sufian, A., Sandeep, K., Gowda, G. R. D. D., Seralathan, S., & Premkumar, T. M. “Experimental investigation to understand robust design with paper helicopter.”Materials Today: Proceedings (International Conference on Processing and Characterization of Materials (ICPCM 2022)), vol. 72, pp. 2507-2512, 2023. https://doi.org/10.1016/j.matpr.2022.09.531 [14] Cristea, G., Constantinescu, D. M., Andreescu, C., & Iozsa, M. D. “A study about how to use experimental design to increase the efficiency in a research project.”IOP Conference Series: Materials Science and Engineering, vol. 444, no. 7, pp. 072007, 2018. https://doi.org/10.1088/1757-899X/444/7/072007 [15] Domínguez, Jorge Domínguez and PEZ, JORGE AXEL DOMÍNGUEZ LO “Learning to Design Experiments Using Computer Simulations. ”, The International journal of engineering education, vol 27, no. 4, pp. 693-702 2011. https://www.ijee.ie/articles/Vol27-4/03_ijee2457ns.pdf [16] Berengut, David “Statistics for experimenters: Design, innovation, and discovery.”, Taylor & Francis, vol. 60, no. 4, pp. 341-342, 2006. https://doi.org/10.1198/ 000313006X152991 [17] How to make a paper helicopter, (2015) [Disponible en:]. YouTube.https://www.youtube.com/watchv= zTakrjE9yCo&ab_channel=Suart86. [18] MacWilliams, M. “Developing ODEs to Describe the Motion of a Paper Helicopter.”QUBES Educational Resources, 2023. https://doi.org/10.25334/FRWK-8235 [19] Mejores Aviones De Papel. Helicóptero de papel (Hélices voladoras). 2023. [Disponible en:]. YouTube.https://www. youtube.com/watch?v=xs7X_lXnmbs. [20] Batanero, C. (2000). El pensamiento estadístico y su enseñanza. En C. Batanero (Ed.), Didáctica de la estadística (pp. 17–38). Granada: Grupo de Investigación en Educación Estadística, Universidad de Granada. [21] Wild, C. J., & Pfannkuch, M. (1999). Statistical thinking in empirical enquiry. International Statistical Review, 67(3), 223–265. https://doi.org/10.1111/j.1751-5823.1999. tb00442.x [22] Dean, A. M., Voss, D., & Dragulji´c, D. “Complete Block Designs.”Springer, Cham, pp. 305–347, 2017. https://doi. org/10.1007/978-3-319-52250-0_10 [23] “Classical Design and Analysis of Experiments.” Statistics for Industry, Technology, and Engineering, pp. 141–224, 2023. https://doi.org/10.1007/ 978-3-031-28482-3_5 [24] R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/ [25] Alin, A. “Minitab.” Wiley Interdisciplinary Reviews: Computational Statistics, vol. 2, no. 6, pp. 723-727, 2010. [26] Pinilla, J. E., & Gil, D. “Transformaciones logarítmicas en regresión simple.”7(1), pp. 80–98, 2014. https://doi. org/10.15332/s2027-3355.2014.0001.06 [27] Packard, G. C. “The logarithmic transformation in bivariate allometry.”Biological Journal of the Linnean Society, vol. 138, no. 4, pp. 341-350, 2023. https://doi.org/10.1093/ biolinnean/blad012 [28] Garfield, J., & Ben-Zvi, D. Developing Students’ Statistical Reasoning: Connecting Research and Teaching Practice. Springer, 2008. [29] Leggett, A., & Loftsgaarden, D. O. Experiential learning in teaching statistics. Journal of Statistics Education, 5(1), 1997. https://doi.org/10.1080/10691898.1997.11910503 [30] Cobb, G. W. Teaching statistics. In Heeding the call for change: Suggestions for curricular action (pp. 3-43). Mathematical Association of America, 1992. [31] Montgomery, D. C. “Design and Analysis of Experiments.” John Wiley & Sons, 9th edition, Hoboken, NJ, 2017. [32] Cuartas-Rendón, S., Hernández-Barajas, F., Usuga- Manco, O., & López-Ríos, V. I. “Teaching One-Way Analysis of Variance Using Country Map Puzzles.” Revista Ciencia en Desarrollo, vol. 15, no. 2, pp. 102–106, 2024.11419917Ciencia en Desarrollohttps://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/download/19225/17385Núm. 1 , Año 2026 : Vol. 17 Núm. 1 (2026): Vol. 17 Núm. 1 (2026): Vol. 17 Núm. 1 (2026): Vol 17, Núm.1 (2026): Enero - JunioPublicationOREORE.xmltext/xml2999https://repositorio.uptc.edu.co/bitstreams/c23f98c9-0deb-4bca-8c8d-d58df3a6448e/downloade95da6f9c7d1e3314b9d2660993de25bMD51falseAnonymousREAD001/21882oai:repositorio.uptc.edu.co:001/218822026-10-30 07:03:44.546https://creativecommons.org/licenses/by-nc-nd/4.0/deed.esmetadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCbdigital@metabiblioteca.com