Persistence of learning gains from computer assisted learning: Experimental evidence from China

Computer assisted learning (CAL) programs have been shown to be effective in improving educational outcomes. However, the existing studies on CAL have almost all been conducted over a short period of time. There is very little evidence on how the impact evolves over time. In response, we conducted a clustered randomized experiment involving 2741 boarding students in 72 rural schools in China to evaluate impacts of CAL programs over the long term. Our results indicate that a CAL program that was implemented for one year and a half increased math scores by 0.25 standard deviations for third graders and 0.26 standard deviations for fifth graders. In addition, we have shown that students gained in math learning in both CAL Phase I (which ran for one semester in spring 2011) and CAL Phase II (which ran for both semesters of the 2011–2012 academic year) programs. By testing for heterogeneous effects, we find that the CAL intervention worked well for both the poorer performing and better performing students in the third and fifth grades. We also find that the third grade girls seem to have improved more than the boys in math in the short term (CAL Phase I).

[1]  P. Glewwe,et al.  A Better Vision for Development: Eyeglasses and Academic Performance in Rural Primary Schools in China , 2016 .

[2]  Isa Steinmann,et al.  Mastering 'Metrics: The Path from Cause to Effect , 2015 .

[3]  P. McEwan Improving Learning in Primary Schools of Developing Countries , 2015 .

[4]  S. Rozelle,et al.  Does computer-assisted learning improve learning outcomes? Evidence from a randomized experiment in migrant schools in Beijing , 2015 .

[5]  S. Rozelle,et al.  Roots of Tomorrow's Digital Divide: Documenting Computer Use and Internet Access in China's Elementary Schools Today , 2013 .

[6]  Fang Lai,et al.  Does Computer-Assisted Learning Improve Learning Outcomes ? Evidence from a Randomized Experiment in Public Schools in Rural Minority Areas in Qinghai , China , 2013 .

[7]  T. Sicular,et al.  Rising inequality in China : challenges to a harmonious society , 2013 .

[8]  R. Martorell,et al.  Nutrition and Educational Performance in Rural China’s Elementary Schools: Results of a Randomized Control Trial in Shaanxi Province , 2012, Economic Development and Cultural Change.

[9]  Hongbin Li,et al.  Does Attending Elite Colleges Pay in China , 2012 .

[10]  Scott Rozelle,et al.  Transfer Paths and Academic Performance: The Primary School Merger Program in China , 2010 .

[11]  P. Glewwe,et al.  What determines basic school attainment in developing countries? Evidence from rural China , 2010 .

[12]  Muriel Niederle,et al.  Explaining the Gender Gap in Math Test Scores: The Role of Competition , 2010 .

[13]  Jean Écalle,et al.  Lasting effects on literacy skills with a computer-assisted learning using syllabic units in low-progress readers , 2009, Comput. Educ..

[14]  Hakan Tüzün,et al.  The effects of computer games on primary school students' achievement and motivation in geography learning , 2009, Comput. Educ..

[15]  Leigh L. Linden Complement or substitute? The effect of technology on student achievement in India , 2008 .

[16]  Leigh L. Linden,et al.  How to Teach English in India: Testing the Relative Productivity of Instruction Methods within the Pratham English Language Education Program 1 , 2008 .

[17]  Lisa Markman,et al.  Technology's Edge: The Educational Benefits of Computer-Aided Instruction , 2007 .

[18]  Johan van Braak,et al.  Towards a typology of computer use in primary education , 2007, J. Comput. Assist. Learn..

[19]  Kursat Cagiltay,et al.  Flow experiences of children in an interactive social game environment , 2007, Br. J. Educ. Technol..

[20]  Chorng-Shyong Ong,et al.  Gender differences in perceptions and relationships among dominants of e-learning acceptance , 2006, Comput. Hum. Behav..

[21]  Y. Salamonson,et al.  Academic performance in nursing students: influence of part-time employment, age and ethnicity. , 2006, Journal of advanced nursing.

[22]  Daniel D. Suthers,et al.  Computer-supported collaborative learning: An historical perspective , 2006 .

[23]  P. Glewwe,et al.  Schools, Teachers, and Education Outcomes in Developing Countries Second Draft of Chapter for Handbook on the Economics of Education , 2005 .

[24]  Scott Schaefer,et al.  Teaching computer game design and construction , 2004, Comput. Aided Des..

[25]  Yvonne Rogers,et al.  Collaborating around vertical and horizontal large interactive displays: which way is best? , 2004, Interact. Comput..

[26]  Ludger Woessmann How Equal are Educational Opportunities? Family Background and Student Achievement in Europe and the United States , 2004, SSRN Electronic Journal.

[27]  Ludger Woessmann How Equal are Educational Opportunities? Family Background and Student Achievement in Europe and the Us , 2004, SSRN Electronic Journal.

[28]  A Roesch,et al.  Computer assisted learning in medicine: a long-term evaluation of the ‘Practical Training Programme Dermatology 2000’ , 2003, Medical informatics and the Internet in medicine.

[29]  G. Kemmler,et al.  Long-term improvements in cognitive performance through computer-assisted cognitive training: A pilot study in a residential home for older people , 2003, Aging & mental health.

[30]  James E. Driskell,et al.  Games, Motivation, and Learning: A Research and Practice Model , 2002 .

[31]  Cher Ping Lim A theoretical framework for the study of ICT in schools: a proposal , 2002, Br. J. Educ. Technol..

[32]  M. E. Otter,et al.  Computer-Assisted Instruction in Support of Beginning Reading Instruction: A Review , 2002 .

[33]  Chun-Yen Chang,et al.  Does Computer-Assisted Instruction + Problem Solving = Improved Science Outcomes? A Pioneer Study , 2002 .

[34]  Mercedes Rico García,et al.  A Comparative Study in Motivation and Learning through Print-Oriented and Computer-Oriented Tests , 2000 .

[35]  Olivera Marjanovic,et al.  Learning and teaching in a synchronous collaborative environment , 1999, J. Comput. Assist. Learn..

[36]  Larry Cuban,et al.  Computers Make Kids Smarter—Right? , 1998 .

[37]  Michael Szabo,et al.  An Experimental Study of Animation, Mathematics Achievement, and Attitude Toward Computer-Assisted Instruction , 1996 .

[38]  Anu A. Gokhale,et al.  Effectiveness of Computer Simulation for Enhancing Higher Order Thinking. , 1996 .

[39]  M. Lepper,et al.  Intrinsic motivation and the process of learning: Beneficial effects of contextualization, personalization, and choice. , 1996 .

[40]  F. Mosteller The Tennessee study of class size in the early school grades. , 1995, The Future of children.

[41]  Anne McDougall,et al.  Choosing and using educational software: a teachers' guide , 1994 .

[42]  Reid Jc,et al.  Computer-assisted instruction. , 1993, Missouri medicine.