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Mobile Information Technologies and Firm Performance: The Role of Employee Autonomy

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  • Viete, Steffen
  • Erdsiek, Daniel

Abstract

We investigate whether the returns to mobile information and communication technology (ICT) in the workplace are contingent on granting employees autonomy over the structure of their workday through trust-based work time arrangements (TBW). Our regression analysis is based on a production function framework and exploits fine-grained firm survey data on ICT use and organisational practices for 1,045 service firms in Germany. We find empirical support for the argument that the returns to mobile ICT are higher when TBW allows for discretion over when, where and how to perform work-related tasks. The finding holds when we account for more limited forms of workplace flexibility, suggesting that the high degree of formal employee autonomy under TBW drives the complementarity between mobile ICT and organisational practices.

Suggested Citation

  • Viete, Steffen & Erdsiek, Daniel, 2020. "Mobile Information Technologies and Firm Performance: The Role of Employee Autonomy," Information Economics and Policy, Elsevier, vol. 51(C).
  • Handle: RePEc:eee:iepoli:v:51:y:2020:i:c:s0167624519300617
    DOI: 10.1016/j.infoecopol.2020.100863
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    as
    1. Sandra E. Black & Lisa M. Lynch, 2004. "What's driving the new economy?: the benefits of workplace innovation," Economic Journal, Royal Economic Society, vol. 114(493), pages 97-116, February.
    2. Philippe Askenazy & Eve Caroli, 2006. "Innovative work practices, information technologies and working conditions: evidence for France," EconomiX Working Papers 2006-2, University of Paris Nanterre, EconomiX.
    3. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    4. Mika Maliranta & Petri Rouvinen, 2006. "Informational mobility and productivity: Finnish evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(6), pages 605-616.
    5. Jingjin Yang & Suli Duan & Qinfeng Li & Chengqing Liu, 2019. "A review of flexible protection in rockfall protection," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(1), pages 71-89, October.
    6. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    7. Bart van Ark, 2016. "The Productivity Paradox of the New Digital Economy," International Productivity Monitor, Centre for the Study of Living Standards, vol. 31, pages 3-18, Fall.
    8. Aghion, Philippe & Tirole, Jean, 1997. "Formal and Real Authority in Organizations," Journal of Political Economy, University of Chicago Press, vol. 105(1), pages 1-29, February.
    9. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    10. Caroli, Eve & Greenan, Nathalie & Guellec, Dominique, 2001. "Organizational Change and Skill Accumulation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(2), pages 481-506, June.
    11. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    12. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    13. Irene Bertschek, 2012. "ICT, Internet and worker productivity," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    14. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    15. Daron Acemoglu & Philippe Aghion & Claire Lelarge & John Van Reenen & Fabrizio Zilibotti, 2007. "Technology, Information, and the Decentralization of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1759-1799.
    16. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    17. Ricardo Alonso & Wouter Dessein & Niko Matouschek, 2008. "When Does Coordination Require Centralization?," American Economic Review, American Economic Association, vol. 98(1), pages 145-179, March.
    18. Tobias Kretschmer, 2012. "Information and Communication Technologies and Productivity Growth: A Survey of the Literature," OECD Digital Economy Papers 195, OECD Publishing.
    19. Johannes Van Biesebroeck, 2007. "Complementarities in automobile production," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1315-1345.
    20. Entorf, Horst & Gollac, Michel & Kramarz, Francis, 1999. "New Technologies, Wages, and Worker Selection," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 464-491, July.
    21. Raymond, Wladimir & Mairesse, Jacques & Mohnen, Pierre & Palm, Franz, 2015. "Dynamic models of R & D, innovation and productivity: Panel data evidence for Dutch and French manufacturing," European Economic Review, Elsevier, vol. 78(C), pages 285-306.
    22. Haoran He & David Neumark & Qian Weng, 2021. "Do Workers Value Flexible Jobs? A Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 39(3), pages 709-738.
    23. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    24. Edquist, Harald & Goodridge, Peter & Haskel, Jonathan & Li, Xuan & Lindquist, Edward, 2018. "How important are mobile broadband networks for the global economic development?," Information Economics and Policy, Elsevier, vol. 45(C), pages 16-29.
    25. George A. Akerlof, 1982. "Labor Contracts as Partial Gift Exchange," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(4), pages 543-569.
    26. repec:dau:papers:123456789/10093 is not listed on IDEAS
    27. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    28. Ricardo Alonso & Wouter Dessein & Niko Matouschek, 2008. "When Does Coordination Require Centralization? Corrigendum," American Economic Review, American Economic Association, vol. 98(3), pages 1195-1196, June.
    29. Bertschek Irene & Ohnemus Jörg & Viete Steffen, 2018. "The ZEW ICT Survey 2002 to 2015: Measuring the Digital Transformation in German Firms," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 238(1), pages 87-99, February.
    30. repec:ner:ucllon:http://discovery.ucl.ac.uk/17678/ is not listed on IDEAS
    31. Irene Bertschek & Ulrich Kaiser, 2004. "Productivity Effects of Organizational Change: Microeconometric Evidence," Management Science, INFORMS, vol. 50(3), pages 394-404, March.
    32. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    33. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    34. Ma, Quan & Wei, Xinyu & Qing, Junyan & Jiao, Wen & Xu, Risheng, 2019. "Load following of SMR based on a flexible load," Energy, Elsevier, vol. 183(C), pages 733-746.
    35. Dmitriy Stolyarov & Boyan Jovanovic, 2000. "Optimal Adoption of Complementary Technologies," American Economic Review, American Economic Association, vol. 90(1), pages 15-29, March.
    36. repec:dau:papers:123456789/10092 is not listed on IDEAS
    37. Bertschek, Irene & Niebel, Thomas, 2016. "Mobile and more productive? Firm-level evidence on the productivity effects of mobile internet use," Telecommunications Policy, Elsevier, vol. 40(9), pages 888-898.
    38. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    39. Bloom, Nicholas & Van Reenen, John, 2011. "Human Resource Management and Productivity," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 19, pages 1697-1767, Elsevier.
    40. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    41. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    42. Prasanna Tambe & Lorin M. Hitt & Erik Brynjolfsson, 2012. "The Extroverted Firm: How External Information Practices Affect Innovation and Productivity," Management Science, INFORMS, vol. 58(5), pages 843-859, May.
    43. Olivier N. Godart & Holger Görg & Aoife Hanley, 2017. "Trust-Based Work Time and Innovation: Evidence from Firm-Level Data," ILR Review, Cornell University, ILR School, vol. 70(4), pages 894-918, August.
    44. Beckmann, Michael, 2016. "Self-managed working time and firm performance: Microeconometric evidence," VfS Annual Conference 2016 (Augsburg): Demographic Change 145623, Verein für Socialpolitik / German Economic Association.
    45. Beckmann, Michael & Cornelissen, Thomas & Kräkel, Matthias, 2017. "Self-managed working time and employee effort: Theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 285-302.
    46. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    47. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    48. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    49. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    50. Fabienne Rasel, 2016. "Combining Information Technology and Decentralized Workplace Organization: SMEs versus Larger Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 23(2), pages 199-241, July.
    51. Nicholas Crafts, 2018. "The productivity slowdown: is it the ‘new normal’?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 443-460.
    52. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    53. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    54. Holmstrom, Bengt & Milgrom, Paul, 1994. "The Firm as an Incentive System," American Economic Review, American Economic Association, vol. 84(4), pages 972-991, September.
    55. Peter Cappelli & David Neumark, 2001. "Do “High-Performance†Work Practices Improve Establishment-Level Outcomes?," ILR Review, Cornell University, ILR School, vol. 54(4), pages 737-775, July.
    56. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    57. Canice Prendergast, 2002. "The Tenuous Trade-off between Risk and Incentives," Journal of Political Economy, University of Chicago Press, vol. 110(5), pages 1071-1102, October.
    58. Beckmann, Michael, 2016. "Self-managed working time and firm performance: Microeconometric evidence," Working papers 2016/01, Faculty of Business and Economics - University of Basel.
    59. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    60. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    61. Beckmann, Michael & Hegedüs, Istvan, 2011. "Trust-based working time and organizational performance: evidence from German establishment-level panel data," Working papers 2011/13, Faculty of Business and Economics - University of Basel.
    62. Tobias Stucki & Daniel Wochner, 2019. "Technological and organizational capital: Where complementarities exist," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 458-487, June.
    63. Ludivine Martin, 2017. "Do Innovative Work Practices and Use of Information and Communication Technologies Motivate Employees?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(2), pages 263-292, April.
    64. Kochan, Thomas A., 1996. "What works at work : overview and assessment," Working papers 3886-96., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    65. repec:dau:papers:123456789/7143 is not listed on IDEAS
    66. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank," ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
    67. Radner, Roy, 1993. "The Organization of Decentralized Information Processing," Econometrica, Econometric Society, vol. 61(5), pages 1109-1146, September.
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    More about this item

    Keywords

    Mobile information and communication technologies; complementarity; firm performance; productivity; work organisation; trust-based work time;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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