Computers and Education

, volume 75 , pages 173-184

Does ICT matter for effectiveness and efficiency in mathematics education?

C V Hall ^{1, 2}

Nicky Rogge ¹

Hide authors affiliations Show authors affiliations: 2 affiliations

Faculty of Business and Economics, Naamsestraat 69, 3000 Leuven, Belgium |

Maastricht University, TIER, Kapoenstraat 2, 6200 MD Maastricht, The Netherlands |

Publication type: Journal Article

Publication date: 2014-06-01

Elsevier

Computers and Education

scimago Q1

wos Q1

SJR: 3.343

CiteScore: 23.7

Impact factor: 10.5

ISSN: 03601315, 1873782X

DOI: 10.1016/j.compedu.2014.02.012

Copy DOI

General Computer Science

Education

Abstract

ICT infrastructure investments in educational institutions have been one of the key priorities of education policy during the last decade. Despite the attention, research on the effectiveness and efficiency of ICT is inconclusive. This is mainly due to small-scale research with weak identification strategies which lack a proper control group. Using the 2011 ‘Trends in International Mathematics and Science Study’ (TIMSS) data, we define by a Mahalanobis matching a control group with similar student, teacher, school and regional characteristics. The results indicate that accounting or not accounting for these characteristics, may considerably alter the estimated impact of ICT. This suggests that a correction for characteristics related to the student population, teaching staff, administrative personnel and school management is warranted in the evaluation of the impact of ICT.

Found

Top-30

Journals

	1 2 3 4 5
Computers and Education	Computers and Education, 5, 7.25% Computers and Education 5 publications, 7.25%
Eurasia Journal of Mathematics, Science and Technology Education	Eurasia Journal of Mathematics, Science and Technology Education, 3, 4.35% Eurasia Journal of Mathematics, Science and Technology Education 3 publications, 4.35%
Education and Information Technologies	Education and Information Technologies, 3, 4.35% Education and Information Technologies 3 publications, 4.35%
Journal of Educational Computing Research	Journal of Educational Computing Research, 2, 2.9% Journal of Educational Computing Research 2 publications, 2.9%
Technology, Knowledge and Learning	Technology, Knowledge and Learning, 2, 2.9% Technology, Knowledge and Learning 2 publications, 2.9%
Quality and Quantity	Quality and Quantity, 2, 2.9% Quality and Quantity 2 publications, 2.9%
Computers in Human Behavior	Computers in Human Behavior, 2, 2.9% Computers in Human Behavior 2 publications, 2.9%
Heliyon	Heliyon, 2, 2.9% Heliyon 2 publications, 2.9%
International Journal of Virtual and Personal Learning Environments	International Journal of Virtual and Personal Learning Environments, 1, 1.45% International Journal of Virtual and Personal Learning Environments 1 publication, 1.45%
Frontiers in Education	Frontiers in Education, 1, 1.45% Frontiers in Education 1 publication, 1.45%
Active Learning in Higher Education	Active Learning in Higher Education, 1, 1.45% Active Learning in Higher Education 1 publication, 1.45%
European Physical Education Review	European Physical Education Review, 1, 1.45% European Physical Education Review 1 publication, 1.45%
E-Learning	E-Learning, 1, 1.45% E-Learning 1 publication, 1.45%
Sustainability	Sustainability, 1, 1.45% Sustainability 1 publication, 1.45%
Education Sciences	Education Sciences, 1, 1.45% Education Sciences 1 publication, 1.45%
Mathematics	Mathematics, 1, 1.45% Mathematics 1 publication, 1.45%
International Journal of Science and Mathematics Education	International Journal of Science and Mathematics Education, 1, 1.45% International Journal of Science and Mathematics Education 1 publication, 1.45%
ZDM - International Journal on Mathematics Education	ZDM - International Journal on Mathematics Education, 1, 1.45% ZDM - International Journal on Mathematics Education 1 publication, 1.45%
Social Psychology of Education	Social Psychology of Education, 1, 1.45% Social Psychology of Education 1 publication, 1.45%
International Journal of Educational Development	International Journal of Educational Development, 1, 1.45% International Journal of Educational Development 1 publication, 1.45%
Socio-Economic Planning Sciences	Socio-Economic Planning Sciences, 1, 1.45% Socio-Economic Planning Sciences 1 publication, 1.45%
Journal of Physics: Conference Series	Journal of Physics: Conference Series, 1, 1.45% Journal of Physics: Conference Series 1 publication, 1.45%
Omega	Omega, 1, 1.45% Omega 1 publication, 1.45%
Contemporary Educational Technology	Contemporary Educational Technology, 1, 1.45% Contemporary Educational Technology 1 publication, 1.45%
International Journal of Early Years Education	International Journal of Early Years Education, 1, 1.45% International Journal of Early Years Education 1 publication, 1.45%
Journal of Digital Learning in Teacher Education	Journal of Digital Learning in Teacher Education, 1, 1.45% Journal of Digital Learning in Teacher Education 1 publication, 1.45%
International Journal of Leadership in Education	International Journal of Leadership in Education, 1, 1.45% International Journal of Leadership in Education 1 publication, 1.45%
Cultura y Educacion	Cultura y Educacion, 1, 1.45% Cultura y Educacion 1 publication, 1.45%
Research in Science and Technological Education	Research in Science and Technological Education, 1, 1.45% Research in Science and Technological Education 1 publication, 1.45%
	1 2 3 4 5

Publishers

	2 4 6 8 10 12 14
Springer Nature	Springer Nature, 14, 20.29% Springer Nature 14 publications, 20.29%
Elsevier	Elsevier, 13, 18.84% Elsevier 13 publications, 18.84%
Taylor & Francis	Taylor & Francis, 11, 15.94% Taylor & Francis 11 publications, 15.94%
SAGE	SAGE, 7, 10.14% SAGE 7 publications, 10.14%
MDPI	MDPI, 4, 5.8% MDPI 4 publications, 5.8%
IGI Global	IGI Global, 3, 4.35% IGI Global 3 publications, 4.35%
Modestum Ltd	Modestum Ltd, 3, 4.35% Modestum Ltd 3 publications, 4.35%
Frontiers Media S.A.	Frontiers Media S.A., 1, 1.45% Frontiers Media S.A. 1 publication, 1.45%
IOP Publishing	IOP Publishing, 1, 1.45% IOP Publishing 1 publication, 1.45%
Anadolu University, Faculty of Communication Sciences	Anadolu University, Faculty of Communication Sciences, 1, 1.45% Anadolu University, Faculty of Communication Sciences 1 publication, 1.45%
Association for Computing Machinery (ACM)	Association for Computing Machinery (ACM), 1, 1.45% Association for Computing Machinery (ACM) 1 publication, 1.45%
Walter de Gruyter	Walter de Gruyter, 1, 1.45% Walter de Gruyter 1 publication, 1.45%
National Research Mordovia State University MRSU	National Research Mordovia State University MRSU, 1, 1.45% National Research Mordovia State University MRSU 1 publication, 1.45%
Universidad Nacional de Entre Rios	Universidad Nacional de Entre Rios, 1, 1.45% Universidad Nacional de Entre Rios 1 publication, 1.45%
International Journal of Information and Education Technology	International Journal of Information and Education Technology, 1, 1.45% International Journal of Information and Education Technology 1 publication, 1.45%
Vilnius Gediminas Technical University	Vilnius Gediminas Technical University, 1, 1.45% Vilnius Gediminas Technical University 1 publication, 1.45%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 1, 1.45% Institute of Electrical and Electronics Engineers (IEEE) 1 publication, 1.45%
World Scientific and Engineering Academy and Society (WSEAS)	World Scientific and Engineering Academy and Society (WSEAS), 1, 1.45% World Scientific and Engineering Academy and Society (WSEAS) 1 publication, 1.45%
AIP Publishing	AIP Publishing, 1, 1.45% AIP Publishing 1 publication, 1.45%
Hans Publishers	Hans Publishers, 1, 1.45% Hans Publishers 1 publication, 1.45%
Academy of Science of South Africa	Academy of Science of South Africa, 1, 1.45% Academy of Science of South Africa 1 publication, 1.45%
	2 4 6 8 10 12 14

We do not take into account publications without a DOI.
Statistics recalculated weekly.

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.

Metrics

Cite this

GOST |

Cite this

GOST Copy

Hall C. V., Rogge N. Does ICT matter for effectiveness and efficiency in mathematics education? // Computers and Education. 2014. Vol. 75. pp. 173-184.

GOST all authors (up to 50) Copy

Hall C. V., Rogge N. Does ICT matter for effectiveness and efficiency in mathematics education? // Computers and Education. 2014. Vol. 75. pp. 173-184.

RIS |

Cite this