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PublicaciónImpact of digital literacy on the adoption of precision agriculture and its effect on the sustainability of rice cultivation in Lambayeque(Frontiers Media SA, 2026-02-01)The transition to more sustainable and climate-resilient agriculture is an urgent challenge in agricultural regions of developing countries such as Lambayeque (Peru), especially in rice cultivation. In this context, digital literacy is emerging as a key enabler for accessing climate data, adopting precision agriculture technologies, and implementing sustainable agricultural practices. However, there are gaps linked to sociodemographic variables such as age, which can moderate these technology adoption processes. The objective of this study was to analyze the patterns of association between digital literacy, access to finance, risk perception, and the adoption of sustainable agricultural practices, and to examine whether age moderates the association between digital literacy and access to climate data. To this end, a quantitative, non-experimental approach was applied, using Partial Least Squares Structural Equation Modeling (PLS-SEM). The sample consisted of 101 rice farmers in the Lambayeque region, who were given a validated questionnaire that included five theoretical constructs measured using Likert scales. The results of the structural model confirmed that digital literacy has a positive and significant association with access to climate data (β = 0.461, p < 0.001) and with the adoption of sustainable agricultural practices (β = 0.259, p = 0.015). A positive association was identified between access to finance and risk perception (β = 0.411, p < 0.001). Age was negatively associated with digital literacy (β = −0.196; p = 0.027); however, the formal moderation test (DL × Age) was not significant (β = −0.054, p = 0.421), so there is no evidence that age moderates the association between digital skills and access to climate information. These findings support the design of differentiated interventions that incorporate intergenerational digital training, inclusive financing policies, and hybrid technology transfer strategies tailored to access gaps. Taken together, the evidence is consistent with the idea that reducing the digital divide can strengthen agricultural sustainability and climate resilience in rural contexts in Latin America.
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PublicaciónRaising Awareness in the Adoption of COVID-19 Preventive Measures in Higher Education Students through an Epidemiological Surveillance Mobile App(CEUR-WS, 2021-01-01)COVID-19 disease has started several levels of alert and biosafety protocols to mitigate the risk of contagion everywhere, therefore causing universities to adopt the virtual environments in their teachings, but nowadays it became a necessity to return to classrooms in a short term basis; however, how prepared are we for this “new normal”? In this research, a validated questionnaire was used to measure the knowledge of COVID-19 and preventive measures adopted by university students, before and after the use of an epidemiological surveillance mobile app, developed as a tool to raise awareness in students. The research was quantitative, quasi-experimental, it was applied in a sample of 82 students, the analysis was global and gender inferential using the non-parametric T test for paired samples. The results indicated that the epidemiological surveillance mobile app made possible to raise awareness in the students in the adoption of preventive measures, proposing awareness strategies that allow establishing alerts and timely controls. © 2020 Copyright for this paper by its authors.
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