Big Data in Education. A Bibliometric Review

The handling of a large amount of data to analyze certain behaviors is reaching a great popularity in the decade 2010−2020. This phenomenon has been called Big Data. In the field of education, the analysis of this large amount of data, generated to a greater extent by students, has begun t...

Full description

Bibliographic Details
Main Authors: José-Antonio Marín-Marín, Jesús López-Belmonte, Juan-Miguel Fernández-Campoy, José-María Romero-Rodríguez
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Social Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-0760/8/8/223
id doaj-d4bf30144e354c5a8c0dd0860515ed18
record_format Article
spelling doaj-d4bf30144e354c5a8c0dd0860515ed182020-11-25T01:57:18ZengMDPI AGSocial Sciences2076-07602019-07-018822310.3390/socsci8080223socsci8080223Big Data in Education. A Bibliometric ReviewJosé-Antonio Marín-Marín0Jesús López-Belmonte1Juan-Miguel Fernández-Campoy2José-María Romero-Rodríguez3Department of Didactics and School Organization, University of Granada, 18071 Granada, SpainInternational University of Valencia, 46002 Valencia, SpainDepartment of Didactics and School Organization, University of Granada, 18071 Granada, SpainDepartment of Didactics and School Organization, University of Granada, 18071 Granada, SpainThe handling of a large amount of data to analyze certain behaviors is reaching a great popularity in the decade 2010−2020. This phenomenon has been called Big Data. In the field of education, the analysis of this large amount of data, generated to a greater extent by students, has begun to be introduced in order to improve the teaching−learning process. In this paper, it was proposed as an objective to analyze the scientific production on Big Data in education in the databases Web of Science (WOS), Scopus, ERIC, and PsycINFO. A bibliometric study was carried out on a sample of 1491 scientific documents. Among the results, the increase in publications in 2017 and the configuration of certain journals, countries and authors as references in the subject matter stand out. Finally, potential explanations for the study findings and suggestions for future research are discussed.https://www.mdpi.com/2076-0760/8/8/223Big Dataeducationbibliometric studyInternet
collection DOAJ
language English
format Article
sources DOAJ
author José-Antonio Marín-Marín
Jesús López-Belmonte
Juan-Miguel Fernández-Campoy
José-María Romero-Rodríguez
spellingShingle José-Antonio Marín-Marín
Jesús López-Belmonte
Juan-Miguel Fernández-Campoy
José-María Romero-Rodríguez
Big Data in Education. A Bibliometric Review
Social Sciences
Big Data
education
bibliometric study
Internet
author_facet José-Antonio Marín-Marín
Jesús López-Belmonte
Juan-Miguel Fernández-Campoy
José-María Romero-Rodríguez
author_sort José-Antonio Marín-Marín
title Big Data in Education. A Bibliometric Review
title_short Big Data in Education. A Bibliometric Review
title_full Big Data in Education. A Bibliometric Review
title_fullStr Big Data in Education. A Bibliometric Review
title_full_unstemmed Big Data in Education. A Bibliometric Review
title_sort big data in education. a bibliometric review
publisher MDPI AG
series Social Sciences
issn 2076-0760
publishDate 2019-07-01
description The handling of a large amount of data to analyze certain behaviors is reaching a great popularity in the decade 2010−2020. This phenomenon has been called Big Data. In the field of education, the analysis of this large amount of data, generated to a greater extent by students, has begun to be introduced in order to improve the teaching−learning process. In this paper, it was proposed as an objective to analyze the scientific production on Big Data in education in the databases Web of Science (WOS), Scopus, ERIC, and PsycINFO. A bibliometric study was carried out on a sample of 1491 scientific documents. Among the results, the increase in publications in 2017 and the configuration of certain journals, countries and authors as references in the subject matter stand out. Finally, potential explanations for the study findings and suggestions for future research are discussed.
topic Big Data
education
bibliometric study
Internet
url https://www.mdpi.com/2076-0760/8/8/223
work_keys_str_mv AT joseantoniomarinmarin bigdataineducationabibliometricreview
AT jesuslopezbelmonte bigdataineducationabibliometricreview
AT juanmiguelfernandezcampoy bigdataineducationabibliometricreview
AT josemariaromerorodriguez bigdataineducationabibliometricreview
_version_ 1724974838177595392