Research Outputs
Analysis of psychometric properties and validation of the Personal Learning Environments Questionnaire (B-PLE) in higher education students
We are living through a cultural transition, characterized by technological disruption and the erosion of the modern ideology, which are redefining the behavior of citizens in their physical and digital spaces. Virtuality emerges as a new human dimension, making it necessary to rethink social and educational paradigms for a new two-dimensional citizen. In this context, the psychometric features and validation procedure of an instrument (B-PLE) for analyzing Personal Learning Environments (PLE) in students of higher education institutions in the BiobĆo Region of Chile are described. There were four phases to the validation method: (i) content validity, as determined by six experts in education and ICT; (ii) pilot test, with a non-probabilistic sample of 327 subjects; (iii) principal components analysis (PCA); and (iv) confirmatory factor analysis (CFA). The results of the dimensional analysis made it possible to define the structure of the new instrument, explaining 72% of the total variance. The reliability analysis yielded an alpha coefficient of 0.92. The confirmatory factor analysis showed fit indexes that support the proposed theoretical model. In conclusion, the instrument was composed of three latent variables: Open learning (OL), with six questions, Information management (IM), with two questions, and Knowledge creation and transfer (KCT), with three questions.
Sociological importance and validation of a questionnaire for the sustainability of personal learning environments (PLE) in 8th grade students of the Biobio Region in Chile
Contemporary society is going through a cultural transition that leads to new conceptions about the ways in which human beings organize socially and communicate. This process of deep social and cultural transformations is characterized by a technological disruption, in which virtuality forms a new dimension that behaves as an extension of human intelligence. This new form of human interaction impacts on the social imagination, demanding one to rethink social and educational paradigms for the two-dimensional citizen. In this context, this research article describes the sociological importance and the process of social adaptation of users to a personal learning environment (PLE). It includes the validation process of an instrument for the study of the PLE of 8th grade students belonging to 15 schools in the BiobĆo Region of Chile. A PLE is a frame of reference that can help to understand how two-dimensional citizens socially adapt and influence the sustainability of local and global systems. The validation method for this instrument considered four stages: i) Expert judgment: considering the opinions of six educators and experts in information and communication technologies (ICT); ii) a pilot test: that included a non-probabilistic sample of 472 subjects; iii) a principal components analysis (PCA); and iv) a confirmatory factor analysis (CFA). The Questionnaire on Work Habits and Learning for Professional Futures and the Context Questionnaire SIMCE TIC were used as a reference. When performing a psychometric analysis, a Cronbach alpha coefficient of 0.89 was obtained. This confirms that the adaptation of the instrument is good. The results of the dimensional analysis help us define a structure for the new instrument considering three components that explain 55% of the total variance. The results of the confirmatory factor analysis showed adjustment indexes that support the theoretical model proposed for the PLE study. In conclusion, the instrument was composed of three latent variables: Open self-regulated learning (OSRL) with eight questions, information management (IM) with four questions, and creation and transfer of knowledge (CTK) with four questions
PercepciĆ³n de estudiantes universitarios respecto al bienestar subjetivo, la inteligencia emocional y el optimismo
En el presente artĆculo se abordaron distintos factores socioemocionales y su relaciĆ³n con los Afectos Positivos (AP) y Afectos Negativos (AN) de estudiantes de dos universidades (N = 587) de la regiĆ³n del BiobĆo, Chile. A partir de una metodologĆa cuantitativa, se examinaron diferencias y relaciones de variables como la inteligencia emocional, la satisfacciĆ³n de vida, el optimismo y los afectos. Con el propĆ³sito de cuantificar las diferencias y relaciones entre las distintas variables examinadas, se procediĆ³ a realizar anĆ”lisis comparativos de diferencias a travĆ©s de la prueba t, el ANOVA y las correlaciones mediante el coeficiente de Pearson. AdemĆ”s, se realizaron modelos de regresiĆ³n mĆŗltiple con el mĆ©todo de pasos sucesivos o step wise para predecir los afectos de los estudiantes respecto a las distintas variables analizadas. Los principales resultados darĆan cuenta de que las mujeres presentan mayores puntuaciones en afectos negativos y los hombres en caracterĆsticas pesimistas. AdemĆ”s, se evidenciarĆa una relaciĆ³n significativa entre la inteligencia emocional, el optimismo de las mujeres y los afectos positivos, y en los hombres, se agregarĆa la satisfacciĆ³n de vida.