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Technology and Education: Computers, Software, and the Internet

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  • George Bulman
  • Robert W. Fairlie

Abstract

A substantial amount of money is spent on technology by schools, families and policymakers with the hope of improving educational outcomes. This paper explores the theoretical and empirical literature on the impacts of technology on educational outcomes. The literature focuses on two primary contexts in which technology may be used for educational purposes: i) classroom use in schools, and ii) home use by students. Theoretically, ICT investment and CAI use by schools and the use of computers at home have ambiguous implications for educational achievement: expenditures devoted to technology necessarily offset inputs that may be more or less efficient, and time allocated to using technology may displace traditional classroom instruction and educational activities at home. However, much of the evidence in the schooling literature is based on interventions that provide supplemental funding for technology or additional class time, and thus favor finding positive effects. Nonetheless, studies of ICT and CAI in schools produce mixed evidence with a pattern of null results. Notable exceptions to this pattern occur in studies of developing countries and CAI interventions that target math rather than language. In the context of home use, early studies based on multivariate and instrumental variables approaches tend to find large positive (and in a few cases negative) effects while recent studies based on randomized control experiments tend to find small or null effects. Early research focused on developed countries while more recently several experiments have been conducted in developing countries.

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  • George Bulman & Robert W. Fairlie, 2016. "Technology and Education: Computers, Software, and the Internet," NBER Working Papers 22237, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:22237
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    1. Bauernschuster, Stefan & Falck, Oliver & Woessmann, Ludger, 2014. "Surfing alone? The internet and social capital: Evidence from an unforeseeable technological mistake," Journal of Public Economics, Elsevier, vol. 117(C), pages 73-89.
    2. repec:pri:cpanda:wp15%20-%20dimaggio%2bhargittai is not listed on IDEAS
    3. 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.
    4. 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.
    5. Menzie D. Chinn & Robert W. Fairlie, 2007. "The determinants of the global digital divide: a cross-country analysis of computer and internet penetration," Oxford Economic Papers, Oxford University Press, vol. 59(1), pages 16-44, January.
    6. Francesco Caselli & Wilbur John Coleman, 2001. "Cross-Country Technology Diffusion: The Case of Computers," American Economic Review, American Economic Association, vol. 91(2), pages 328-335, May.
    7. Hanushek, Eric A & Rivkin, Steven G & Taylor, Lori L, 1996. "Aggregation and the Estimated Effects of School Resources," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 611-627, November.
    8. Nazmul Chaudhury & Jeffrey Hammer & Michael Kremer & Karthik Muralidharan & F. Halsey Rogers, 2006. "Missing in Action: Teacher and Health Worker Absence in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 91-116, Winter.
    9. Robert W. Fairlie & Daniel O. Beltran & Kuntal K. Das, 2010. "HOME COMPUTERS AND EDUCATIONAL OUTCOMES: EVIDENCE FROM THE NLSY97 and CPS," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 771-792, July.
    10. Robert W. Fairlie & Rebecca A. London, 2012. "The Effects of Home Computers on Educational Outcomes: Evidence from a Field Experiment with Community College Students," Economic Journal, Royal Economic Society, vol. 122(561), pages 727-753, June.
    11. Alan B. Krueger, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984–1989," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 33-60.
    12. Di Mo & Linxiu Zhang & Renfu Luo & Qinghe Qu & Weiming Huang & Jiafu Wang & Yajie Qiao & Matthew Boswell & Scott Rozelle, 2014. "Integrating computer-assisted learning into a regular curriculum: evidence from a randomised experiment in rural schools in Shaanxi," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 6(3), pages 300-323, September.
    13. Bet, German & Cristia, Julián P. & Ibarrarán, Pablo, 2014. "The Effects of Shared School Technology Access on Students Digital Skills in Peru," IZA Discussion Papers 7954, Institute of Labor Economics (IZA).
    14. 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.
    15. 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.
    16. Stephen Machin & Sandra McNally & Olmo Silva, 2007. "New Technology in Schools: Is There a Payoff?," Economic Journal, Royal Economic Society, vol. 117(522), pages 1145-1167, July.
    17. Thomas Fuchs & Ludger Wossmann, 2004. "Computers and student learning: bivariate and multivariate evidence on the availability and use of computers at home and at school," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 47(3-4), pages 359-386.
    18. Eric A. Hanushek, 1979. "Conceptual and Empirical Issues in the Estimation of Educational Production Functions," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 351-388.
    19. Schmitt, John & Wadsworth, Jonathan, 2006. "Is there an impact of household computer ownership on children's educational attainment in Britain?," Economics of Education Review, Elsevier, vol. 25(6), pages 659-673, December.
    20. Andrés, Luis & Cuberes, David & Diouf, Mame & Serebrisky, Tomás, 0. "The diffusion of the Internet: A cross-country analysis," Telecommunications Policy, Elsevier, vol. 34(5-6), pages 323-340, June.
    21. Oliver Falck & Constantin Mang & Ludger Woessmann, 2018. "Virtually No Effect? Different Uses of Classroom Computers and their Effect on Student Achievement," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(1), pages 1-38, February.
    22. Edwin Leuven & Mikael Lindahl & Hessel Oosterbeek & Dinand Webbink, 2007. "The Effect of Extra Funding for Disadvantaged Pupils on Achievement," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 721-736, November.
    23. Paul DiMaggio & Eszter Hargittai, 2001. "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases," Working Papers 47, Princeton University, School of Public and International Affairs, Center for Arts and Cultural Policy Studies..
    24. Fairlie, Robert W., 2005. "The effects of home computers on school enrollment," Economics of Education Review, Elsevier, vol. 24(5), pages 533-547, October.
    25. Bet, German & Cristia, Julián P. & Ibarrarán, Pablo, 2014. "The Effects of Shared School Technology Access on Students Digital Skills in Peru," IZA Discussion Papers 7954, Institute for the Study of Labor (IZA).
    26. Robert W. Fairlie & Jonathan Robinson, 2013. "Experimental Evidence on the Effects of Home Computers on Academic Achievement among Schoolchildren," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 211-240, July.
    27. Patterson, Richard W., 2018. "Can behavioral tools improve online student outcomes? Experimental evidence from a massive open online course," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 293-321.
    28. Austan Goolsbee & Jonathan Guryan, 2006. "The Impact of Internet Subsidies in Public Schools," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 336-347, May.
    29. Menzie D. Chinn & Robert W. Fairlie, 2010. "ICT Use in the Developing World: An Analysis of Differences in Computer and Internet Penetration," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 153-167, February.
    30. Fiorini, M., 2010. "The effect of home computer use on children's cognitive and non-cognitive skills," Economics of Education Review, Elsevier, vol. 29(1), pages 55-72, February.
    31. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    32. Joshua Angrist & Victor Lavy, 2002. "New Evidence on Classroom Computers and Pupil Learning," Economic Journal, Royal Economic Society, vol. 112(482), pages 735-765, October.
    33. Sanjeev Dewan & Dale Ganley & Kenneth L. Kraemer, 2010. "Complementarities in the Diffusion of Personal Computers and the Internet: Implications for the Global Digital Divide," Information Systems Research, INFORMS, vol. 21(4), pages 925-940, December.
    34. 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.
    35. Diether Beuermann & Julian Cristia & Yyannu Cruz-Aguayo & Santiago Cueto & Ofer Malamud, 2012. "Home Computers and Child Outcomes: Short-Term Impacts from a Randomized Experiment in Peru," Research Department Publications 4813, Inter-American Development Bank, Research Department.
    36. Julian Cristia & Alejo Czerwonko & Pablo Garofalo, 2014. "Does Technology in Schools Affect Repetition, Dropout and Enrollment? Evidence from Peru," Journal of Applied Economics, Taylor & Francis Journals, vol. 17(1), pages 89-111, May.
    37. Fairlie Robert W, 2004. "Race and the Digital Divide," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-38, September.
    38. Hanushek, Eric A, 1986. "The Economics of Schooling: Production and Efficiency in Public Schools," Journal of Economic Literature, American Economic Association, vol. 24(3), pages 1141-1177, September.
    39. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    40. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 987-1027.
    41. Paul Carrillo & Mercedes Onofa & Juan Ponce, 2010. "Information Technology and Student Achievement: Evidence from a Randomized Experiment in Ecuador," IDB Publications (Working Papers) 37758, Inter-American Development Bank.
    42. Diether Beuermann & Julian Cristia & Yyannu Cruz-Aguayo & Santiago Cueto & Ofer Malamud, 2012. "Home Computers and Child Outcomes: Short-Term Impacts from a Randomized Experiment in Peru," Research Department Publications 4813, Inter-American Development Bank, Research Department.
    43. 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.
    44. Seong‐gin Moon & Suho Bae & Moon‐Gi Jeong, 2014. "Corporate Sustainability and Economic Performance: an Empirical Analysis of a Voluntary Environmental Program in the USA," Business Strategy and the Environment, Wiley Blackwell, vol. 23(8), pages 534-546, December.
    45. Rodrigo Belo & Pedro Ferreira & Rahul Telang, 2014. "Broadband in School: Impact on Student Performance," Management Science, INFORMS, vol. 60(2), pages 265-282, February.
    46. Paul DiMaggio & Eszter Hargittai, 2001. "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases," Working Papers 47, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Arts and Cultural Policy Studies..
    47. Joyce, Ted & Crockett, Sean & Jaeger, David A. & Altindag, Onur & O'Connell, Stephen D., 2015. "Does classroom time matter?," Economics of Education Review, Elsevier, vol. 46(C), pages 64-77.
    48. Fairlie, Robert W., 2012. "Academic achievement, technology and race: Experimental evidence," Economics of Education Review, Elsevier, vol. 31(5), pages 663-679.
    49. David Figlio & Mark Rush & Lu Yin, 2013. "Is It Live or Is It Internet? Experimental Estimates of the Effects of Online Instruction on Student Learning," Journal of Labor Economics, University of Chicago Press, vol. 31(4), pages 763-784.
    50. William G. Bowen & Matthew M. Chingos & Kelly A. Lack & Thomas I. Nygren, 2014. "Interactive Learning Online at Public Universities: Evidence from a Six‐Campus Randomized Trial," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 94-111, January.
    51. John E. DiNardo & Jörn-Steffen Pischke, 1997. "The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 291-303.
    52. David H. Autor, 2001. "Wiring the Labor Market," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
    53. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    54. Barrera-Osorio, Felipe & Linden, Leigh L., 2009. "The use and misuse of computers in education : evidence from a randomized experiment in Colombia," Policy Research Working Paper Series 4836, The World Bank.
    55. Fairlie, Robert W., 2012. "The effects of home access to technology on computer skills: Evidence from a field experiment," Information Economics and Policy, Elsevier, vol. 24(3), pages 243-253.
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    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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