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Does Computer-aided Instruction Improve Children's Cognitive and Non-cognitive Skills?: Evidence from Cambodia

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  • ITO Hirotake
  • KASAI Keiko
  • NAKAMURO Makiko

Abstract

This paper examines the causal effect of computer-aided instruction (CAI) on children's cognitive and non-cognitive skills. Closely working with the Cambodian government, we ran clustered-randomized controlled trials at five elementary schools near Phnom Penn for three months. Students were randomly assigned into 20 treatment classes which were allowed to use an app based on CAI instead of regular math classes during the intervention, or 20 control classes. Our empirical results drawn from these experiments suggest that average treatment effect on cognitive skills measured using several types of math achievement tests and IQ tests is positive and statistically significant. The effect is significantly large, especially as compared with prior literature examined in developing countries: the estimated coefficients on student achievements are 0.56-0.67 standard deviations and IQ scores 0.70 standard deviations even after controlling for demographic factors. Furthermore, it is found that that CAI-based app can increase the students' subjective expectation of being able to attend tertiary education in the future. However, there is no significant effect on non-cognitive skills, such as motivation.

Suggested Citation

  • ITO Hirotake & KASAI Keiko & NAKAMURO Makiko, 2019. "Does Computer-aided Instruction Improve Children's Cognitive and Non-cognitive Skills?: Evidence from Cambodia," Discussion papers 19040, Research Institute of Economy, Trade and Industry (RIETI).
    • Handle: RePEc:eti:dpaper:19040
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    References listed on IDEAS

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    1. Julian Cristia & Pablo Ibarrarán & Santiago Cueto & Ana Santiago & Eugenio Severín, 2017. "Technology and Child Development: Evidence from the One Laptop per Child Program," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 295-320, July.
    2. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1235-1264.
    3. Lisa Barrow & Lisa Markman & Cecilia Elena Rouse, 2009. "Technology's Edge: The Educational Benefits of Computer-Aided Instruction," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 52-74, February.
    4. Rouse, Cecilia Elena & Krueger, Alan B., 2004. "Putting computerized instruction to the test: a randomized evaluation of a "scientifically based" reading program," Economics of Education Review, Elsevier, vol. 23(4), pages 323-338, August.
    5. Carrillo, Paul E. & Onofa, Mercedes & Ponce, Juan, 2010. "Information Technology and Student Achievement: Evidence from a Randomized Experiment in Ecuador," IDB Publications (Working Papers) 3094, Inter-American Development Bank.
    6. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    7. World Bank, 2018. "World Development Report 2018 [Rapport sur le développement dans le monde 2018]," World Bank Publications - Books, The World Bank Group, number 28340.
    8. Bulman, G. & Fairlie, R.W., 2016. "Technology and Education," Handbook of the Economics of Education,, Elsevier.
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