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Research Article

Measuring the indirect effect of the Internet on the relationship between human capital and labor productivity

, , &
Pages 821-838 | Received 25 Feb 2020, Accepted 15 May 2020, Published online: 14 Jul 2020

References

  • Afshar Ali, M., K. Alam, and B. Taylor. 2019. “Do Social Exclusion and Remoteness Explain the Digital Divide in Australia? Evidence from a Panel Data Estimation Approach.” Economics of Innovation and New Technology. 1–17. doi:10.1080/10438599.2019.1664708.
  • Akerman, A., I. Gaarder, and M. Mogstad. 2015. “The Skill Complementarity of Broadband Internet.” The Quarterly Journal of Economics 130 (4): 1781–1824. doi:10.1093/qje/qjv028.
  • Alzouma, G. 2005. “Myths of Digital Technology in Africa: Leapfrogging Development?” Global Media and Communication 1 (3): 339–356. doi:10.1177%2F1742766505058128.
  • Atasoy, H. 2013. “The Effects of Broadband Internet Expansion on Labor Market Outcomes.” ILR Review 66 (2): 315–345. doi:10.1177%2F001979391306600202.
  • Baron, R. M., and D. A. Kenny. 1986. “The Moderator–mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations.” Journal of Personality and Social Psychology 51 (6): 1173. doi:10.1037/0022-3514.51.6.1173.
  • Bertschek, I., D. Cerquera, and G. J. Klein. 2013. “More Bits–more Bucks? Measuring the Impact of Broadband Internet on Firm Performance.” Information Economics and Policy 25 (3): 190–203. doi:10.1016/j.infoecopol.2012.11.002.
  • Bollen, K. A., and R. Stine. 1990. “Direct and Indirect Effects: Classical and Bootstrap Estimates of Variability.” Sociological Methodology 20: 115–140. doi:10.2307/271084.
  • Brooks, S. 2015. “Does Personal Social Media Usage Affect Efficiency and Well-being?” Computers in Human Behavior 46: 26–37. doi:10.1016/j.chb.2014.12.053.
  • Castellacci, F., and C. Viñas-Bardolet. 2019. “Internet Use and Job Satisfaction.” Computers in Human Behavior 90: 141–152. doi:10.1016/j.chb.2018.09.001.
  • Colombo, M. G., A. Croce, and L. Grilli. 2013. “ICT Services and Small Businesses’ Productivity Gains: An Analysis of the Adoption of Broadband Internet Technology.” Information Economics and Policy 25 (3): 171–189. doi:10.1016/j.infoecopol.2012.11.001.
  • Comin, D. A., and B. Hobijn. 2009. The CHAT Dataset (No. W15319). National Bureau of Economic Research. https://www.nber.org/papers/w15319.pdf
  • Czernich, N., O. Falck, T. Kretschmer, and L. Woessmann. 2011. “Broadband Infrastructure and Economic Growth.” The Economic Journal 121 (552): 505–532. doi:10.1111/j.1468-0297.2011.02420.x.
  • De Stefano, T., R. Kneller, and J. Timmis. 2014. “The (Fuzzy) Digital Divide: The Effect of Broadband Internet Use on UK Firm Performance.” University of Nottingham Discussion Papers in Economics 14 (6): 58–69. https://www.nottingham.ac.uk/economics/documents/discussion-papers/14-06.pdf
  • Forman, C., A. Goldfarb, and S. Greenstein. 2012. “The Internet and Local Wages: A Puzzle.” American Economic Review 102 (1): 556–575. doi:10.1257/aer.102.1.556.
  • Galliano, D., and P. Roux. 2008. “Organisational Motives and Spatial Effects in Internet Adoption and Intensity of Use: Evidence from French Industrial Firms.” The Annals of Regional Science 42 (2): 425–448. doi:10.1007/s00168-007-0157-z.
  • Grazzi, M., and S. Vergara. 2014. “Internet in Latin America: Who Uses It? … and for What?” Economics of Innovation and New Technology 23 (4): 327–352. doi:10.1080/10438599.2013.854513.
  • Grimes, A., C. Ren, and P. Stevens. 2012. “The Need for Speed: Impacts of Internet Connectivity on Firm Productivity.” Journal of Productivity Analysis 37 (2): 187–201. doi:10.1007/s11123-011-0237-z.
  • Gruber, H., J. Hätönen, and P. Koutroumpis. 2014. “Broadband Access in the EU: An Assessment of Future Economic Benefits.” Telecommunications Policy 38 (11): 1046–1058. doi:10.1016/j.telpol.2014.06.007.
  • Gruber, H., and P. Koutroumpis. 2011. “Mobile Telecommunications and the Impact on Economic Development.” Economic Policy 26 (67): 387–426. doi:10.1111/j.1468-0327.2011.00266.x.
  • Haller, S. A., and S. Lyons. 2015. “Broadband Adoption and Firm Productivity: Evidence from Irish Manufacturing Firms.” Telecommunications Policy 39 (1): 1–13. doi:10.1016/j.telpol.2014.10.003.
  • Hargittai, E. 2002. “Second-level Digital Divide: Differences in People’s Online Skills.” First Monday 7 (4): 4. doi:10.5210/fm.v7i4.942.
  • Hargittai, E., and A. Hinnant. 2008. “Digital Inequality: Differences in Young Adults’ Use of the Internet.” Communication Research 35 (5): 602–621. doi:10.1177%2F0093650208321782.
  • Hohlfeld, T. N., A. D. Ritzhaupt, A. E. Barron, and K. Kemker. 2008. “Examining the Digital Divide in K-12 Public Schools: Four-year Trends for Supporting ICT Literacy in Florida.” Computers & Education 51 (4): 1648–1663. doi:10.1016/j.compedu.2008.04.002.
  • James, J. 2005. “The Global Digital Divide in the Internet: Developed Countries Constructs and Third World Realities.” Journal of Information Science 31 (2): 114–123. doi:10.1177%2F0165551505050788.
  • Josifidis, K., and N. Supic. 2016. “Income Inequality and Workers’ Powerlessness in Selected OECD Countries.” Journal of Economic Issues 50 (2): 424–434. doi:10.1080/00213624.2016.1176499.
  • Koutroumpis, P. 2009. “The Economic Impact of Broadband on Growth: A Simultaneous Approach.” Telecommunications Policy 33 (9): 471–485. doi:10.1016/j.telpol.2009.07.004.
  • Mack, E. A., W. H. Dutton, R. V. Rikard, and A. Yankelevich. 2019. “Mapping and Measuring the Information Society: A Social Science Perspective on the Opportunities, Problems, and Prospects of Broadband Internet Data in the United States.” The Information Society 35 (2): 57–68. doi:10.1080/01972243.2019.1574526.
  • Manyika, J., and C. Roxburgh. 2011. “The Great Transformer: The Impact of the Internet on Economic Growth and Prosperity.” McKinsey Global Institute 1. http://dese.ade.arkansas.gov/public/userfiles/Legislative_Services/Quality%20Digital%20Learning%20Study/Facts/McKinsey_Global_Institute-Impact_of_Internet_on_economic_growth.pdf
  • Minges, M. 2015. “Exploring the Relationship between Broadband and Economic Growth.” World Development Report 2016: Digital Dividends. http://hdl.handle.net/10986/23638
  • Muller, D., C. M. Judd, and V. Y. Yzerbyt. 2005. “When Moderation Is Mediated and Mediation Is Moderated.” Journal of Personality and Social Psychology 89 (6): 852. https://psycnet.apa.org/doi/10.1037/0022-3514.89.6.852
  • Myrdal, G. 1972. Asian Drama; an Inquiry into the Poverty of Nations. 1 vols. Pantheon.
  • Niebel, T. 2018. “ICT and Economic growth–Comparing Developing, Emerging and Developed Countries.” World Development 104: 197–211. doi:10.1016/j.worlddev.2017.11.024.
  • Odlyzko, A., and B. Tilly. 2005. “A Refutation of Metcalfe’s Law and A Better Estimate for the Value of Networks and Network Interconnections.” Manuscript, March, 2. http://www.dtc.umn.edu/∼odlyzko
  • Richmond, K., and R. E. Triplett. 2018. “ICT and Income Inequality: A Cross-national Perspective.” International Review of Applied Economics 32 (2): 195–214. doi:10.1080/02692171.2017.1338677.
  • Ritzhaupt, A. D., F. Liu, K. Dawson, and A. E. Barron. 2013. “Differences in Student Information and Communication Technology Literacy Based on Socio-economic Status, Ethnicity, and Gender: Evidence of a Digital Divide in Florida Schools.” Journal of Research on Technology in Education 45 (4): 291–307. doi:10.1080/15391523.2013.10782607.
  • Salary.com Staff. 2018. “Why & How Your Employees are Wasting Time at Work.” https://www.salary.com/articles/why-how-your-employees-are-wasting-time-at-work/
  • Santos, M., T. N. Sequeira, and A. Ferreira-Lopes. 2017. “Income Inequality and Technological Adoption.” Journal of Economic Issues 51 (4): 979–1000. doi:10.1080/00213624.2017.1391582.
  • Scheerder, A., A. van Deursen, and J. van Dijk. 2017. “Determinants of Internet Skills, Uses and Outcomes. A Systematic Review of the Second-and Third-level Digital Divide.” Telematics and Informatics 34 (8): 1607–1624. doi:10.1016/j.tele.2017.07.007.
  • Scheerder, A. J., A. J. van Deursen, and J. A. van Dijk. 2019. “Negative Outcomes of Internet Use: A Qualitative Analysis in the Homes of Families with Different Educational Backgrounds.” The Information Society 35 (5): 286–298. doi:10.1080/01972243.2019.1649774.
  • Shrout, P. E., and N. Bolger. 2002. “Mediation in Experimental and Nonexperimental Studies: New Procedures and Recommendations.” Psychological Methods 7 (4): 422. https://psycnet.apa.org/doi/10.1037/1082-989X.7.4.422
  • Sicherl, P. 2019. “Different Statistical Measures Create Different Perceptions of the Digital Divide.” The Information Society 35 (3): 143–157. doi:10.1080/01972243.2019.1582568.
  • Steinmueller, W. E. 2001. “ICTs and the Possibilities for Leapfrogging by Developing Countries.” International Labour Review 140 (2): 193–210. doi:10.1111/j.1564-913X.2001.tb00220.x.
  • van Deursen, A. J., E. Helsper, R. Eynon, and J. A. van Dijk. 2017. “The Compoundness and Sequentiality of Digital Inequality.” International Journal of Communication 11: 452–473. http://eprints.lse.ac.uk/id/eprint/68921
  • van Deursen, A. J., and E. J. Helsper. 2015. “The Third-level Digital Divide: Who Benefits Most from Being Online?” In Communication and Information Technologies Annual, 29–52. Emerald Group Publishing Limited. doi:10.1108/S2050-206020150000010002.
  • van Deursen, A. J., and J. A. van Dijk. 2010. “Measuring Internet Skills.” International Journal of Human-computer Interaction 26 (10): 891–916. doi:10.1080/10447318.2010.496338.
  • Vehovar, V., P. Sicherl, T. Hüsing, and V. Dolnicar. 2006. “Methodological Challenges of Digital Divide Measurements.” The Information Society 22 (5): 279–290. doi:10.1080/01972240600904076.
  • Wei, K. K., H. H. Teo, H. C. Chan, and B. C. Tan. 2011. “Conceptualizing and Testing a Social Cognitive Model of the Digital Divide.” Information Systems Research 22 (1): 170–187. doi:10.1287/isre.1090.0273.
  • Whitacre, B., R. Gallardo, and S. Strover. 2014. “Does Rural Broadband Impact Jobs and Income? Evidence from Spatial and First-differenced Regressions.” The Annals of Regional Science 53 (3): 649–670. doi:10.1007/s00168-014-0637-x.
  • The World Bank. 2016. World Development Report 2016: Digital Dividends. Washington, DC: World Bank. http://documents.worldbank.org/curated/en/896971468194972881/pdf/102725-PUB-Replacement-PUBLIC.pdf
  • Yilmaz, S., K. E. Haynes, and M. Dinc. 2002. “Geographic and Network Neighbors: Spillover Effects of Telecommunications Infrastructure.” Journal of Regional Science 42 (2): 339–360. doi:10.1111/1467-9787.00262.

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