Fusion: Practice and Applications

Journal DOI

https://doi.org/10.54216/FPA

Submit Your Paper

2692-4048ISSN (Online) 2770-0070ISSN (Print)

Volume 12 , Issue 1 , PP: 95-107, 2023 | Cite this article as | XML | Html | PDF | Full Length Article

Information Fusion Analysis for Evaluating Educational Equity

Byron Javier C. Lema 1 * , Iyo Alexis Cruz Piza 2 , María Elena I. Miranda 3 , Bekimbetova Gulnora 4

  • 1 Universidad Regional Autónoma de los Andes (UNIANDES). Ecuador - (direccionderecho@uniandes.edu.ec)
  • 2 Universidad Regional Autónoma de los Andes (UNIANDES- Babahoyo). Ecuador - (ub.iyocruz@uniandes.edu.ec)
  • 3 Universidad Regional Autónoma de los Andes (UNIANDES-Ibarra). Ecuador. - (ui.mariainfante@uniandes.edu.ec)
  • 4 Tashkent State University of Economics, Uzbekistan - (g.bekimbetova.ifm@tsue.uz)
  • Doi: https://doi.org/10.54216/FPA.120106

    Received: January 19, 2023 Revised: April 24, 2023 Accepted: June 11, 2023
    Abstract

    The present study aims to analyze the situation of educational inequality in Ecuadorian rural students during the study period, by identifying the barriers and factors that affect their access to equitable and quality education. The results showed a marked digital educational gap between rural and urban students, aggravated by the lack of access to technological resources and connectivity in rural areas. The transition to virtual education during the pandemic exacerbated these inequalities, making it difficult for rural students to learn and limiting their integration into the education system. In conclusion, the need to implement comprehensive public policies to address these inequalities and promote educational equity is highlighted, considering the evaluations and weightings carried out through the MULTIMOORA method. For this, an investment in educational infrastructure, the provision of devices, and teacher training in educational technologies are required to improve access to quality education in rural areas. With this, the path towards a fairer and more inclusive future for all Ecuadorians is sought.

    Keywords :

    Educational inequality , rural students, Ecuador , technological resources , equitable education.

    References

    [1]  A. P. Rothstein, K. J. Jesser, D. J. Feistel, K. T. Konstantinidis, G. Trueba, and K. Levy, "Population genomics of diarrheagenic Escherichia coli uncovers high connectivity between urban and rural communities in Ecuador," Infection, Genetics and Evolution, vol. 113, no. September, pp. 2-9, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1567134823000746.

    [2]  I. Blackmore, C. Rivera, W. F. Waters, L. Iannotti, and C. Lesorogol, "The impact of seasonality and climate variability on livelihood security in the Ecuadorian Andes," Climate Risk Management, vol. 32, no. January, pp. 2-11, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S2212096321000085.

    [3]  P. Lillo, L. Ferrer-Martí, and M. Juanpera, "Strengthening the sustainability of rural electrification projects: Renewable energy, management models and energy transitions in Peru, Ecuador and Bolivia," Energy Research & Social Science, vol. 80, no. October, pp. 2-5, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S2214629621003157.

    [4]  I. Canco, D. Kruja, and T. Iancu, "AHP, a reliable method for quality decision making: A case study in business," Sustainability, vol. 13, no. 24, pp. 2-7, 2021. [Online]. Available: https://www.researchgate.net/publication/357122781_AHP_a_Reliable_Method_for_Quality_Decision_Making_A_Case_Study_in_Business.

    [5]  A. Ishak and B. Nainggolan, "RETRACTED: Integration of Fuzzy AHP-VIKOR Methods in Multi Criteria Decision Making: Literature Review," in IOP Conference Series: Materials Science and Engineering, 2020, vol. 1003, no. 1: IOP Publishing, p. 012160. [Online]. Available: https://www.researchgate.net/publication/348042981_Integration_of_Fuzzy_AHP-VIKOR_Methods_in_Multi_Criteria_Decision_Making_Literature_Review. [Online]. Available: https://www.researchgate.net/publication/348042981_Integration_of_Fuzzy_AHP-VIKOR_Methods_in_Multi_Criteria_Decision_Making_Literature_Review

    [6]  M. Kamran, N. Salamat, and M. S. Hameed, "Sine Trigonometric Aggregation Operators with Single-Valued Neutrosophic Z-Numbers: Application in Business Site Selection," Neutrosophic Sets and Systems, vol. 63, no. 1, p. 18, 2024.

    [7]  P. Majumder, "An integrated trapezoidal fuzzy FUCOM with single-valued neutrosophic fuzzy MARCOS and GMDH method to determine the alternatives weight and its applications in efficiency analysis of water treatment plant," Expert Systems with Applications, vol. 225, no. September, pp. 3-8, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S0957417423005894.

    [8]  J. R. Calle Santander, E. L. Hernández Ramos, and K. A. Guamán Chach, "Method for Treatment and Its Incidence in the Change of Social Rehabilitation Regime Using Compensatory Fuzzy Logic," Computational Intelligence for Business Analytics, vol. 953, no. October, pp. 273-281, 2021. [Online]. Available: https://link.springer.com/chapter/10.1007/978-3-030-73819-8_16#citeas.

    [9]  M. R. Alabdullah, "The Neutrosophic Regular and Most Important Properties that Bind Neutrosophic Ring Elements," Neutrosophic Sets and Systems, vol. 61, no. 1, p. 1, 2023. [Online]. Available: https://zenodo.org/records/10531836.

    [10] I. Irvanizam and N. Zahara, "An improved RAFSI method based on single-valued trapezoidal neutrosophic number and its Harmonic and Arithmetic mean operators for healthcare service quality evaluation," Expert Systems with Applications, vol. 248, no. August, pp. 1-6, 2024. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S0957417424002082.

    [11] E. González Caballero, M. Leyva Vázquez, and F. Smarandache, "On neutrosophic uninorms," Neutrosophic Sets and Systems, vol. 45, no. 2021, pp. 340-348, 2021. [Online]. Available: https://digitalrepository.unm.edu/nss_journal/vol45/iss1/22.

    [12] R. Wang, X. Li, and C. Li, "Optimal selection of sustainable battery supplier for battery swapping station based on Triangular fuzzy entropy -MULTIMOORA method," Journal of Energy Storage, vol. 34, no. February, pp. 2-7, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S2352152X2031848X.

    [13] I. Siksnelyte, E. K. Zavadskas, R. Bausys, and D. Streimikiene, "Implementation of EU energy policy priorities in the Baltic Sea Region countries: Sustainability assessment based on neutrosophic MULTIMOORA method," Energy Policy, vol. 125, no. February, pp. 90-102, 2019. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0301421518306682?dgcid=rss_sd_all.

    [14] I. Blackmore, L. Iannotti, C. Rivera, W. F. Waters, and C. Lesorogol, "A formative assessment of vulnerability and implications for enhancing livelihood sustainability in Indigenous communities in the Andes of Ecuador," Journal of Rural Studies, vol. 97, no. January, pp. 416-427, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S0743016722003321.

    [15] I. Asanov, F. Flores, D. McKenzie, M. Mensmann, and M. Schulte, "Remote-learning, time-use, and mental health of Ecuadorian high-school students during the COVID-19 quarantine," World Development, vol. 138, no. February, pp. 2-8, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0305750X20303521.

    [16] D. Icaza, D. Borge-Diez, and S. Pulla-Galindo, "Systematic long-term planning of 100% renewable energy to 2050 in Heritage cities: Unified case study of the City of Cuenca and the Galapagos Islands in Ecuador," Renewable Energy Focus, vol. 45, no. June, pp. 68-92, 2023. [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S1755008423000248.

    Cite This Article As :
    Javier, Byron. , Alexis, Iyo. , Elena, María. , Gulnora, Bekimbetova. Information Fusion Analysis for Evaluating Educational Equity. Fusion: Practice and Applications, vol. , no. , 2023, pp. 95-107. DOI: https://doi.org/10.54216/FPA.120106
    Javier, B. Alexis, I. Elena, M. Gulnora, B. (2023). Information Fusion Analysis for Evaluating Educational Equity. Fusion: Practice and Applications, (), 95-107. DOI: https://doi.org/10.54216/FPA.120106
    Javier, Byron. Alexis, Iyo. Elena, María. Gulnora, Bekimbetova. Information Fusion Analysis for Evaluating Educational Equity. Fusion: Practice and Applications , no. (2023): 95-107. DOI: https://doi.org/10.54216/FPA.120106
    Javier, B. , Alexis, I. , Elena, M. , Gulnora, B. (2023) . Information Fusion Analysis for Evaluating Educational Equity. Fusion: Practice and Applications , () , 95-107 . DOI: https://doi.org/10.54216/FPA.120106
    Javier B. , Alexis I. , Elena M. , Gulnora B. [2023]. Information Fusion Analysis for Evaluating Educational Equity. Fusion: Practice and Applications. (): 95-107. DOI: https://doi.org/10.54216/FPA.120106
    Javier, B. Alexis, I. Elena, M. Gulnora, B. "Information Fusion Analysis for Evaluating Educational Equity," Fusion: Practice and Applications, vol. , no. , pp. 95-107, 2023. DOI: https://doi.org/10.54216/FPA.120106