Skip to main content

Advertisement

Log in

Technology infusion in K-12 classrooms: a retrospective look at three decades of challenges and advancements in research and practice

  • Special Interests
  • Published:
Educational Technology Research and Development Aims and scope Submit manuscript

Abstract

Educational technology offers unique affordances as a learning tool and delivery system for enhancing and personalizing instruction. Over the past two decades, efforts by school districts and states to infuse technology into everyday K-12 education through one-to-one laptop initiatives have rapidly proliferated. In this paper, I examine such initiatives from studies in the literature and from my own research, starting with the Apple Classroom of Tomorrow in the mid-1980′s and continuing today with comprehensive mixed-method evaluations in school districts. Drawing from this work, I focus on several themes that create both challenges and opportunities for technology infusion to occur in more effective and sustainable ways. These include: (a) conceptualizing technology as an educational tool and delivery system, not as a “treatment” in itself; (b) defining and communicating to stakeholders what proximal and long-term outcomes the technology initiative is (and is not) expected to promote; (c) not over-promising impacts on student achievement on standardized assessments where technology applications are directed primary toward other educational goals; and (d) conducting ongoing evaluation studies to provide evidence of program implementation progress and effectiveness at different phases of the initiative.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Anand, P., & Ross, S. M. (1987). Using computer-assisted instruction to personalize arithmetic materials for elementary school children. Journal of Educational Psychology, 79, 72–77.

    Google Scholar 

  • Apple Classrooms of Tomorrow. (1991). Apple classrooms of tomorrow: Philosophy and structure and what’s happening where. Cupertino, CA: Apple Computer Inc., Apple Classrooms of Tomorrow. Retrieved from https://files.eric.ed.gov/fulltext/ED340349.pdf

  • Baker, E.L., Gearhart, M., & Herman, J.L. (1993). The apple classrooms of tomorrow: The UCLA evaluation studies. (CSE Technical Report 353). Los Angeles, CA: Center for the Study of Evaluation at the University of California, Los Angeles. Retrieved from: https://files.eric.ed.gov/fulltext/ED378219.pdf

  • Baker, E. L., Herman, J. L., & Gearhart, M. (1989). The ACOT report card: Effects on complex performance and attitude. Paper presented at the annual meeting of the American Educational Research Association, San Francisco.

  • Bethel, E. C. (2015). A Systematic Review of one-to-one access to laptop computing in K-12 classrooms: An investigation of factors that influence program impact. (Doctoral Dissertation). Retrieved from https://spectrum.library.concordia.ca/979773/

  • Cavanaugh, C. S. (2001). The effectiveness of interactive distance education technologies in K-12 learning: A meta-analysis. International Journal of Educational Telecommunications, 7(1), 73–88.

    Google Scholar 

  • Chen, J., Wang, M., Kirschner, P. A., & Tsai, C.-C. (2018). The role of collaboration, computer use, learning environments, and supporting strategies in CSCL: A meta-analysis. Review of Educational Research, 88(6), 799–843.

    Google Scholar 

  • Cheung, A. C. K., & Slavin, R. E. (2011). The effectiveness of education technology for enhancing reading achievement: A meta-analysis. Best Evidence Encyclopedia. Retrieved from https://www.bestevidence.org/word/tech_read_Feb_24_2011.pdf

  • Cheung, A. C. K., & Slavin, R. E. (2013). The effectiveness of educational technology applications for enhancing mathematics achievement in K-12 classrooms: A meta-analysis. Educational Research Review, 9, 88–113.

    Google Scholar 

  • Clark, R. E. (1983). Reconsidering research on learning from media. Review of Educational Research, 53(4), 445–459.

    Google Scholar 

  • Clark, R. E. (1985). Confounding in educational computing research. Journal of Educational Computing Research, 1(2), 137–148.

    Google Scholar 

  • Clark, R. E. (1994). Media will never influence learning. Educational Technology Research and Development, 42(2), 21–29.

    Article  Google Scholar 

  • Coburn, C. E., Toure, J., & Yamashita, M. (2009). Evidence, interpretation, and persuasion: Instructional decision-making at the district central office. The Teachers College Record, 111(4), 1115–1161.

    Google Scholar 

  • Cohen, D. K., Spillane, J. P., & Peurach, D. J. (2017). The dilemmas of educational reform. Educational Researcher, 47(3), 204–212. https://doi.org/10.3102/0013189X17743488.

    Article  Google Scholar 

  • Cohen, P. A., Kulik, J. A., & Kulik, C. L. C. (1982). Educational outcomes of tutoring: A meta-analysis of findings. American Educational Research Journal, 19, 237–248. https://doi.org/10.3102/00028312019002237.

    Article  Google Scholar 

  • Cuban, L. (2003). Oversold and underused: Computers in the classroom. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Cuban, L. (1993). Computer meets classroom: Classroom wins. Teachers College Record, 95, 185–210.

    Google Scholar 

  • Desimone, L. (2002). How can comprehensive school reform models be successfully implemented? Review of Educational Research, 72(3), 433–479. https://doi.org/10.3102/00346543072003433.

    Article  Google Scholar 

  • Educational Sciences Reform Act of 2002. Public Law 107–279, November 5, 2002; 116 Stat. 1940

  • Escueta, M., Quan, V., Nickow, A. J., & Oreopoulos, P. (2017). Educational technology and evidence-based review (Working Paper 23744). Cambridge, MA: National Bureau of Economic Research.

    Google Scholar 

  • Every Student Succeeds Act (2015), S.1177—114th Congress. Retrieved from https://www.gpo.gov/fdsys/pkg/BILLS-114s1177enr/pdf/BILLS-114s1177enr.pdf.

  • Farley-Ripple, E., May, H., Karpyn, A., Tiley, K., & McDonough, K. (2018). Rethinking connections between research and practice in education: A conceptual framework. Educational Researcher, 47(4), 235–245. https://doi.org/10.3102/0013189X18761042.

    Article  Google Scholar 

  • Goldhaber, D., & Ozek, U. (2019). How much should we rely on student achievement as a measure of success? Educational Researcher, 48(7), 479–483. https://doi.org/10.3102/0013189X19874061.

    Article  Google Scholar 

  • Hew, K. F., & Cheung, W. S. (2014). Using blended learning: Evidence-based practices. Singapore: Springer-Singapore.

    Google Scholar 

  • Hull, M., & Duch, K. (2018). One-to-one technology and student outcomes: Evidence from Mooresville’s digital conversion initiative. Educational Evaluation and Policy Analysis, 41(1), 79–97.

    Google Scholar 

  • Jacobson, M. J., Levin, J. A., & Kapur, M. (2019). Education as a complex system: Conceptual and methodological implications. Educational Researcher, 48(2), 112–119. https://doi.org/10.3102/0013189X19826958.

    Article  Google Scholar 

  • Klein, A. (2019). Lack of internet access hamstrings homework efforts. Education Week, September 25, 2019, p. 6.

  • Lou, Y., Abrami, P. C., & d’Apollonia, S. (2001). Small group and individual learning with technology: A meta-analysis. Review of Educational Research, 71(3), 449–521.

    Google Scholar 

  • Lowther, D. L., Inan, F. A., Ross, S. M., & Strahl, J. D. (2012). Do one-to-one initiatives bridge the way to 21st century knowledge and skills? Journal of Educational Computing Research, 46, 1–30. https://doi.org/10.2190/EC.46.1.a.

    Article  Google Scholar 

  • Lowther, D. L., Ross, S. M., & Morrison, G. R. (2003). The laptop classroom: The effect on instruction and achievement. Educational Technology Research and Development, 51, 23–44.

    Google Scholar 

  • McFarlane, A. (2019). Growing up digital: What do we really need to know about educating the digital generation?. London: The Nuffield Foundation.

    Google Scholar 

  • Morris, B., & Hobbs, T. (2019). Schools pished for tech in every classroom. Now parents are pushing back. The Wall Street Journal. https://www.wsj.com/articles/in-a-school-district-where-technology-rules-grades-fall-parents-ask-why-11567523719.

  • Morrison, G. R., & Lowther, D. L. (2005). Integrating computer technology into the classroom (3rd ed.). Columbus, OH: Merrill.

    Google Scholar 

  • Morrison, G., Morrison, J., & Ross, S. (2016). A review of the research literature on the infusion of educational technology into the school curriculum. Baltimore, MD: Center for Research and Reform in Education, Johns Hopkins University.

    Google Scholar 

  • Morrison, J. R., Risman, K. L., Ross, S. M., Latham, G., Reid, A. J., & Cook, M. (2019a). FCPSOn phase one evaluation: Year three. Towson, MD: Center for Research and Reform in Education, Johns Hopkins University.

    Google Scholar 

  • Morrison, J. R., Ross, S. M., & Cheung, A. C. (2019b). From the market to the classroom: How ed-tech products are procured by school districts interacting with vendors. Educational Technology Research and Development, 67(2), 389–421. https://doi.org/10.1007/s11423-019-09649-4.

    Article  Google Scholar 

  • Morrison, J. R., Ross, S. M., Reilly, J. R., Latham, G. C., Tam, W., & Cheung, A. C. K. (2018). Students and teachers accessing tomorrow: Year four evaluation report. Towson, MD: Center for Research and Reform in Education, Johns Hopkins University.

    Google Scholar 

  • Payne, C. (2008). So much reform, so little change: The persistence of failure in urban schools. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Penuel, W. R. (2006). Implementation and effects of one-to-one computing initiatives: A research synthesis. Journal of Research on Technology in Education, 38, 329–348.https://doi.org/10.1080/15391523.2006.10782463

  • Ross, S. M., & Anand, P. (1987). A computer-based strategy for personalizing verbal problems in teaching mathematics. Educational Communication and Technology Journal, 35, 151–162.

    Google Scholar 

  • Ross, S. M., & Morrison, G. R. (1989). In search of a happy medium in instructional technology research: Issues concerning external validity, media replications, and learner control. Educational Technology Research and Development, 37(1), 19–33. https://doi.org/10.1007/bf02299043.

    Article  Google Scholar 

  • Ross, S. M., & Morrison, J. R. (in press). Achieving better educational practices through research evidence: A critical analysis and case illustration of benefits and challenges. ECNU Review of Education.

  • Ross, S. M., Morrison, G. R., Smith, L. J., Erickson, A., & Kitabchi, G. (1989a). An apple a day...and at night: The apple classroom of tomorrow project with at-risk students. Paper presented at the annual meeting of the Association of Educational Computing and Technology, Dallas, TX.

  • Ross, S. M., Smith, L., & Morrison, G. R. (1989b). An apple a day and at night: A distance tutoring program for at-risk students. Educational Technology, 29, 23–28.

    Google Scholar 

  • Ross, S. M., Smith, L., Morrison, G. R., & Erickson, A. (1989c). Helping at-risk children learn through distance tutoring: The Memphis ACOT program. Technological Horizons in Education, 16, 68–71.

    Google Scholar 

  • Ross, S. M., Smith, L., Morrison, G. R., & O'Dell, J. K. (1989d). What happens after ACOT: Outcomes for program graduates one year later. Final report for Research Grant, Cupertino, CA: Apple Computer Inc.

    Google Scholar 

  • Ross, S. M., Smith, L., & Woodson, E. (1991). Apple classrooms of tomorrow (ACOT): Using computers to develop writing skills. Paper presented at the annual meeting of the Association of Educational Computing and Technology, Orlando, FL.

  • Salomon, G., & Clark, R. E. (1977). Reexamining the methodology of research on media and technology in education. Review of Educational Research, 47(1), 99–120.

    Google Scholar 

  • Silvernail, D. L., & Gritter, A. K. (2007). Maine’s middle school laptop program: Creating better writers. Maine Education Policy Research Institute, University of Southern Maine. Retrieved from https://www.usm.maine.edu/cepare/Impact_on_Student_Writing_Brief.pdf

  • Silvernail, D. L., & Lane, D. M. M. (2004). The impact of Maine’s one-to-one laptop program on middle school teachers and students. Retrieved from Maine Education Policy Research Institute: https://mepri.maine.edu/

  • Silvernail, L., Pinkham, C. A., Wintle, S. E., Walker, L. C., & Bartlett, C. L. (2011). A middle school one-to-one laptop program: The Maine experience. Maine Education Policy Research Institute, University of Southern Maine. Retrieved from https://usm.maine.edu/sites/default/files/cepare/MLTIBrief20119_14.pdf

  • Tamim, R. M., Bernard, R. M., Borokhovski, E., Abrami, P. C., & Schmid, R. F. (2011). What forty years of research says about the impact of technology on learning: A second-order meta-analysis and validation study. Review of Educational Research, 81(1), 4–28.

    Google Scholar 

  • Texas Center for Educational Research. (2008). Evaluation of the Texas technology immersion pilot: Outcomes for the third year (2006–07). Report prepared for the Texas Education Agency, Austin, TX. Retrieved from https://www.setda.org/wp-content/uploads/2013/12/Texas_Year3FinalReport.pdf

  • Tierney, R. J. (1988). The engagement of thinking processes: A two-year study of selected Apple Classrooms of Tomorrow Students (unpublished report). OH: Columbus.

    Google Scholar 

  • Tingir, S., Cavlazoglu, B., Caliskan, O., Koklu, O., & Intepe-Tingir, S. (2017). Effects of mobile devices on K–12 students' achievement: A meta-analysis. Journal of Computer Assisted Learning, 33(4), 355–369.

    Google Scholar 

  • Walker, M., Nelson, J., Bradshaw, S., & Brown, C. (2019). Teachers’ engagement with research: What do we know? A research briefing. Milbank, UK: Education Endowment Foundation.

    Google Scholar 

  • Willis, A., Hyde, M., & Black, A. (2019). Juggling with both hands tied behind my back: Teachers’ views and experiences of the tensions between students’ well-being concerns and academic performance improvement agendas. American Educational Research Journal, 56(6), 2644–2673.

    Article  Google Scholar 

  • Wu, W. H., Wu, Y. C. J., Chen, C. Y., Kao, H. Y., Lin, C. H., & Huang, S. H. (2012). Review of trends from mobile learning studies: A meta-analysis. Computers & Education, 59(2), 817–827.

    Article  Google Scholar 

  • Zheng, B., Warschauer, M., Lin, C., & Chang, C. (2016). Learning in one-to-one laptop environments: A meta-analysis and research synthesis. Review of Educational Research. Retrieved from doi:10.3102/0034654316628645

Download references

Acknowledgements

I Thank Gary R. Morrison and Jennifer R. Morrison for their substantive contributions as collaborators on many of research studies highlighted in this paper. I also Thank Joseph Reilly, Jennifer Morrison, and Alan Reid for feedback and suggestions on an initial draft.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Steven M. Ross.

Ethics declarations

Conflict of interest

There is no conflict of interest in this paper or in the author’s involvement in any of the studies reviewed.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ross, S.M. Technology infusion in K-12 classrooms: a retrospective look at three decades of challenges and advancements in research and practice. Education Tech Research Dev 68, 2003–2020 (2020). https://doi.org/10.1007/s11423-020-09756-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11423-020-09756-7

Keywords

Navigation