Validation of an Instrument to Measure Digital Skills in Elementary Education
Main Article Content
Abstract
Purpose: to adapt an instrument for measuring the digital skills originally proposed by Carrera (2011) through a theoretical review and evaluation of the constructs that comprise a measurement scale known as face validity, and to assess the construct validity of the instrument through an elementary school’s sixth-grade population.
Methodological design: A two-phased mixed-methods study was applied to a population of 310 students from 11 public schools. First, an analysis of face validity was conducted to define the content and adjust the semantic and syntactic aspects of the questions, followed by an evaluation of construct validity through exploratory factor analysis (EFA) using main axes with oblique rotation as the extraction method. Reliability was determined using Cronbach's Alpha Coefficient.
Results: A 38-item instrument divided into eight subdimensions related to the appropriation of digital skills is presented. The kmo test ranges from .62 to .86, the total explained variance ranges from 38.17% to 57.78%, and factor loadings are greater than .30 in all factors. Cronbach's Alpha index ranged from .61 to .85.
Research Limitations: The instrument’s longevity and validity must be continuously monitored. Additionally, self-reporting as a data collection method must be complemented with other techniques.
Findings: Results show that five of the dimensions obtained excellent scores, lending support to factor structure validity in those dimensions. The analyses conducted provide evidence of a robust and appropriate instrument for the evaluation of digital skills in sixth-grade children of basic education.
Downloads
Article Details
Citas en Dimensions Service
References
Allmann, K., y Blank, G. (2021). Rethinking digital skills in the era of compulsory computing: methods, measurement, policy and theory. Information, Communication & Society, 24 (5), 633-648. https://doi.org/10.1080/1369118X.2021.1874475
Asociación Mexicana de Agencias de Inteligencia de Mercado y Opinión AC. (2022). Cuestionario para la Aplicación de la Regla AMAI 2022. Recuperado de https://www.amai.org/descargas/CUESTIONARIO_AMAI_2022.pdf
Ambuehl, B., y Inauen, J. (2022). Contextualized Measurement Scale Adaptation: A 4-Step Tutorial for Health Psychology Research. International Journal of Environmental Research and Public Health, 19 (19). https://doi.org/10.3390/IJERPH191912775/S1
Avinç, E., y Doğan, F. (2024). Digital literacy scale: Validity and reliability study with the rasch model. Education and Information Technologies. https://doi.org/10.1007/s10639-024-12662-7
Ayllón, S., Holmarsdottir, H., y Lado, S. (2023). Digitally Deprived Children in Europe. Child Indicators Research, 16 (3), 1315-1339. https://doi.org/10.1007/s12187-022-10006-w
Azevedo, J. P., Gutierrez, M., de Hoyos, R., y Saavedra, J. (2022). The Unequal Impacts of COVID-19 on Student Learning. En F. M. Reimers (Ed.), Primary and Secondary Education During Covid-19: Disruptions to Educational Opportunity During a Pandemic (pp. 421-459). Cambridge, USA : Springer International Publishing. https://doi.org/10.1007/978-3-030-81500-4_16
Borés, C., Saurina, C., y Torres, R. (2003). Technological convergence: a strategic perspective. Technovation, 23 (1), 1-13. https://doi.org/https://doi.org/10.1016/S0166-4972(01)00094-3
Cabero, J., y Martínez, A. (2019). Las TIC y la formación inicial de los docentes. Modelos y competencias digitales. Profesorado, Revista de Currículum y Formación del Profesorado, 23 (3), 247-268. https://doi.org/10.30827/profesorado.v23i3.9421
Cabezas-González, M., Casillas-Martín, S., y García-Valcárcel Muñoz-Repiso, A. (2023). Theoretical Models Explaining the Level of Digital Competence in Students. Computers, 12 (5). https://doi.org/10.3390/computers12050100
Carrera, X., Vaquero, E., y Balsells, M. À. (2011). Instrumento de evaluación de competencias digitales para adolescentes en riesgo social. Edutec. Revista Electrónica de Tecnología Educativa, a-154. https://doi.org/10.21556/edutec.2011.35.410
Carvajal, A., Centeno, C., Watson, R., Martínez, M., y Sanz Rubiales, Á. (2011). ¿Cómo validar un instrumento de medida de la salud? Anales del Sistema Sanitario de Navarra, 34, 63-72. http://scielo.isciii.es/scielo.php?script=sci_arttext&pid=S1137-66272011000100007&lng=es&tlng=es.
Castelhano-Souza, M., Costa Mendes, I. A., Martins, J. C. A., Trevizan, M. A., Souza-Júnior, V. D., y de Godoy, S. (2018). Semantic validation of the short versions of the Empathy-Systemizing Quotient Scales. Revista Latino-Americana de Enfermagem, 26, 1-6. DOI: 10.1590/1518-8345.2606.3044
Campos-Carreño, M. L., Velasco, C. B., y Araya, J. P. (2020). Adaptación y validación de escalas de medición en el trabajo. Parte 2: eficacia colectiva. Información tecnológica, 31, 43-52. http://dx.doi.org/10.4067/S0718-07642020000600043
Centro de Investigaciones Comunes de la Comisión Europea. (2022). Marco de Competencias Digitales para la Ciudadanía - Con nuevos ejemplos de conocimientos, habilidades y actitudes (Junta de Castilla y León). Unión Europea (2022) https://somos-digital.org/wp-content/uploads/2022/04/digcomp2.2_castellano.pdf
Comisión Económica Para America Latina y el Caribe [CEPAL] (2021). Datos y hechos sobre la transformación digital. Séptima Conferencia Ministerial sobre la Sociedad de la Información de América Latina y el Caribe. https://www.cepal.org/sites/default/files/publication/files/46766/S2000991_es.pdf
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., y Wang, L. C. (2023). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management. https://doi.org/10.1007/s10490-023-09871-y
Dattée, B., FitzPatrick, D., y Weil, H. (2007). The dynamics of technological substitutions. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=904671
De León, L., Corbeil, R., y Corbeil, M. E. (2023). The development and validation of a teacher education digital literacy and digital pedagogy evaluation. Journal of Research on Technology in Education, 55 (3), 477-489. https://doi.org/10.1080/15391523.2021.1974988
Denis, J. D. (2021). Factor Analysis. En J., Denis (Ed.). Applied ((Univariate, Bivariate, and Multivariate Statistics: Understanding Statistics for Social and Natural Scientists, with Applications in SPSS and R. pp. 449-496. Nueva Jersey: Willey. https://doi.org/https://doi.org/10.1002/9781119583004.ch14
Deursen, A. J. A. M., y Van Dijk, J. A. G. M. (2008). Measuring digital skills. Performance tests of operational, formal, information and strategic. Internet skills among the Dutch population. ICA Conference.Turin Italy. https://www.utwente.nl/en/bms/vandijk/news/measuring_digital_skills/MDS.pdf
Espinosa, M. T., Carvajal-Ordoñez, V. F. M., y Pesantez Rodríguez, J. C. (2021). Teoría evolucionista, revolución tecnológica y paradigma tecno-económico: una mirada a la economía de la innovación. Dilemas contemporáneos: educación, política y valores, 8 (SPE3). https://doi.org/10.46377/DILEMAS.V8I.2681
García, M. J., y Salguero, S. W. (2020). Un análisis crítico del cambio tecnológico desde la perspectiva de Giovanni Dosi: trayectorias y paradigmas tecnológicos. Revista Iberoamericana de Ciencia, Tecnología y Sociedad - CTS, 15 (43). https://ojs.revistacts.net/index.php/CTS/article/view/145
García, R., Buenestado, M., y Ramírez, M. S. (2023). Assessment of digital teaching competence: instruments, results and proposals. Systematic literature review. Educación XX1, 26 (1), 273-301. https://hdl.handle.net/11285/650022
Gisbert, M., y Esteve, F. (2016). Digital Leaners: la competencia digital de los estudiantes universitarios. La Cuestión Universitaria (7), 12. https://polired.upm.es/index.php/lacuestionuniversitaria/article/view/3359/3423
Gómez-Fernández, N., y Mediavilla, M. (2021). Exploring the relationship between Information and Communication Technologies (ICT) and academic performance: A multilevel analysis for Spain. Socio-Economic Planning Sciences, 77, 101009. https://doi.org/https://doi.org/10.1016/j.seps.2021.101009
Gómez, D. A., Alvarado, R. A., Martínez, M., y Díaz de León, C. (2018). La brecha digital: una revisión conceptual y aportaciones metodológicas para su estudio en México. Entreciencias: Diálogos en la Sociedad del Conocimiento,6. https://doi.org/10.22201/enesl.20078064e.2018.16.62611
González, J. L., y Mejía, G. (2022). Desventajas educativas, sociales y tecnológicas en tiempos de pandemia: La interseccionalidad en las estudiantes de una unidad UPN en la Ciudad de México. Revista Latinoamericana de Estudios Educativos (México), LII(3), 371-392. https://doi.org/10.48102/rlee.2022.52.3.505
Helsper, E., Schneider, L., Deursen, A. J. A. M., y van Laar, E. (2021). The youth Digital Skills Indicator. https://doi.org/10.5281/zenodo.4476540
Hobbs, R. (2017). Chapter 13 - Measuring the Digital and Media Literacy Competencies of Children and Teens. En F. C. Blumberg y P. J. Brooks (Eds.), Cognitive Development in Digital Contexts (pp. 253-274). San Diego: Academic Press. https://doi.org/https://doi.org/10.1016/B978-0-12-809481-5.00013-4
Hu, X., Gong, Y., Lai, C., y Leung, F. K. S. (2018). The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis. Computers & Education, 125, 1-13. https://doi.org/https://doi.org/10.1016/j.compedu.2018.05.021
Jiménez, Y. (2018). Aproximación crítica a las principales teorías sobre el cambio tecnológico. Problemas del desarrollo, 49 (193), 171-192. https://doi.org/10.22201/IIEC.20078951E.2018.193.59405
Jiménez, A. (2006). Preservación digital vs obsolescencia de la información. Apertura, 6 (3), 101-107. https://www.redalyc.org/articulo.oa?id=68800309
Kontkanen, S., Pöntinen, S., Kewalramani, S., Veresov, N., y Sari, H.-N. (2023). Children’s digital competence in early childhood education: A comparative analysis of curricula. Eurasia Journal of Mathematics, Science and Technology Education, 19, em2215. https://doi.org/10.29333/ejmste/12798
Li, X., y Hu, R. (2022). Developing and validating the digital skills scale for school children (DSS-SC). Information, Communication & Society, 25 (10), 1365-1382. https://doi.org/10.1080/1369118X.2020.1864002
Lloret-Segura, S., Ferreres-Traver, A., Hernández-Baeza, A., y Tomás-Marco, I. (2014). El Análisis Factorial Exploratorio de los Ítems: una guía práctica, revisada y actualizada. Anales de Psicología, 30, 1151-1169. https://dx.doi.org/10.6018/analesps.30.3.199361
Nascimbeni, F., y Vosloo, S. (2019). Digital Literacy for Children Exploring definitions and frameworks. https://www.unicef.org/globalinsight/media/1271/file/%20UNICEF-Global-Insight-digital-literacy-scoping-paper-2020.pdf
Negroponte, N. (1996). The DNA of Information. En A. A. Knopf (Ed). Being Digital (p. 1). Kent, Great Britain Knopf Doubleday Publishing Group.
Oviedo, H. C., y Campo-Arias, A. (2005). Aproximación al uso del coeficiente alfa de Cronbach. Revista Colombiana de Psiquiatría, 34 (4), 572-580. https://www.redalyc.org/pdf/806/80634409.pdf
Pedaste, M., Kallas, K., y Baucal, A. (2023). Digital competence test for learning in schools: Development of items and scales. Computers y Education, 203, 104830. https://doi.org/https://doi.org/10.1016/j.compedu.2023.104830
Pizarro, K., y Martínez, E. O. (2020). Análisis factorial exploratorio mediante el uso de las medidas de adecuación muestral KMO y esfericidad de bartlett para determinar factores principales. Journal of Science and Research: Revista Ciencia e Investigación, 5, (1), 903-924. https://doi.org/10.5281/zenodo.4453224
Quezada, A. M., y González, S. (2019). Validación de apariencia de la prueba general para la evaluación del desarrollo (EVADE) en niños, niñas y adolescentes entre los 6 y 14 años. Boletín médico del Hospital Infantil de México, 76 (6), 273-280. https://doi.org/10.24875/BMHIM.19000024
Rantala, L. (2010). Chapter 6 - Digital literacies as school practices. En A. Lloyd y S. Talja (Eds.), Practising Information Literacy (pp. 121-141). Wagga Wagga, Australia: Chandos Publishing.. https://doi.org/https://doi.org/10.1016/B978-1-876938-79-6.50006-6
Restrepo, S., y Segovia, Y. (2020). Diseño y validación de un instrumento de evaluación de la competencia digital en Educación Superior. Ensaio: Avaliação e Políticas Públicas em Educação, 28, 932. https://www.scielo.br/j/ensaio/a/drhg5xNnxgyHXQs9JcCwHQS/abstract/?format=html&lang=es
Rodríguez, I., Igartua, J. J., y González, A. (2016). Development and validation of a digital literacy scale for teenagers. Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, España. https://doi.org/10.1145/3012430.3012648
Salazar, E., Tobón, S., y Juárez, L. (2018). Diseño y validación de una rúbrica de evaluación de las competencias digitales desde la socioformación. Apuntes Universitarios. Revista de Investigación, 8, 24. https://www.redalyc.org/articulo.oa?id=467657107002
Starkey, L., Shonfeld, M., Prestridge, S., y Cervera, M. G. (2021). Special issue: Covid-19 and the role of technology and pedagogy on school education during a pandemic. Technology, Pedagogy and Education, 30 (1), 1-5. https://doi.org/10.1080/1475939X.2021.1866838
Shin, T. S., Hwang, H., Park, J., Teng, J. X., y Dang, T. (2019). Digital Kids Asia-Pacific. Insights into Children’s Digital Citizenship. https://unesdoc.unesco.org/ark:/48223/pf0000367985
Siiman, L. A., Mäeots, M., Pedaste, M., Simons, R.-J., Leijen, Ä., Rannikmäe, M., Vosu, K., Timm, M. (2016). An Instrument for Measuring Students’ Perceived Digital Competence According to the DIGCOMP Framework. Learning and Collaboration Technologies. DOI: 10.1007/978-3-319-39483-1_22
Sillat, L., Tammets, K., y Laanpere, M. (2021). Digital Competence Assessment Methods in Higher Education: A Systematic Literature Review. Education Sciences, 11, 402.
https://doi.org/10.3390/educsci11080402
Silva, J., y Morales, E. M. (2022). Assessing digital competence and its relationship with the socioeconomic level of Chilean university students. International Journal of Educational Technology in Higher Education, 19 (1), 46. https://doi.org/10.1186/s41239-022-00346-6
Sociedad Mexicana de Psicología. (2007). Código ético del psicólogo. México: Trillas.
Taber, K. S. (2018). The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education. Research in Science Education, 48 (6), 1273-1296. https://doi.org/10.1007/s11165-016-9602-2
Tinmaz, H., Lee, Y. T., Fanea-Ivanovici, M., y Baber, H. (2022). A systematic review on digital literacy. Smart Learning Environments, 9 (1), 21. https://doi.org/10.1186/s40561-022-00204-y
Tzafilkou, K., Perifanou, M., y Economides, A. A. (2022). Development and validation of students’ digital competence scale (SDiCoS). International Journal of Educational Technology in Higher Education, 19 (1), 30. https://doi.org/10.1186/s41239-022-00330-0
Unión Internacional de Telecomunicaciones [UIT]. (2009). El nuevo índice de la UIT mide el desarrollo de las TIC en 154 países. Actualidades de la UIT. https://www.itu.int/itunews/manager/display.asp?lang=es&year=2009&issue=03&ipage=36
Unión Internacional de Telecomunicaciones [UIT]. (2020). Meeting of the Expert Group on Telecommunication/ICT Indicators (EGTI). https://www.itu.int/en/ITU-D/Statistics/Documents/events/egh2020/IDI2020
Van Dijk, J. (2020). The Digital Divide. Cambridge, UK : Polity Press.
Vardan, M., Gamidullaeva, L., Finogeev, A., Chernyshenko, S., Chernyshenko, V., Amirov, D., y Potapova, I. (2021). Big Data and Internet of Things (IoT) Technologies' Influence on Higher Education: Current State and Future Prospects. International Journal of Web-Based Learning and Teaching Technologies, 16, 137-157. DOI:10.4018/IJWLTT.20210901.oa8
Villafuerte, P. (2020). Educación en tiempos de pandemia: COVID-19 y equidad en el aprendizaje. Observatorio. https://observatorio.tec.mx/edu-news/educacion-en-tiempos-de-pandemia-covid19
Zelaya, L. A. C. (2020). Subalternidad en Costa Rica: brechas educativas y oportunidades en una sociedad globalizada y digital. InterSedes: Revista de las Sedes Regionales, XXI (44), 222-237. https://dx.doi.org/10.15517/isucr.v21i44.43945

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Entreciencias: Diálogos en la Sociedad del Conocimiento recognizes and respects the moral rights of authors as well as ownership rights transferred in non-exclusivity to the journal for its open access dissemination and its preservation. Hence, authors who publish in this journal accept the following conditions:
- Entreciencias: Diálogos en la Sociedad del Conocimiento from Universidad Nacional Autónoma de México is distributed under a Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional, which allows the information and metadata to be used without commercial ends as long as proper citation is utilized.
Authors will have the right to non-exclusively distribute the contribution made to Entreciencias: Diálogos en la Sociedad del Conocimiento. That is, they will be able to include it in an institutional repository or disseminate it in other digital or printed media as long as it is explicitly stated that it was first published in Entreciencias: Diálogos en la Sociedad del Conocimiento. The following information must additionally be included: author, year, volume, page numbers, electronic paging, and DOI.
Authors, whose publications have been accepted, will have to send the Letter of Copyright Transfer in the corresponding format, filled out and signed by the author or authors.