IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v49y2024i4d10.1007_s10961-023-10042-w.html
   My bibliography  Save this article

TFP, ICT and absorptive capacities: micro-level evidence from Colombia

Author

Listed:
  • Juan Carlos Castillo

    (University of Campinas)

  • Nicholas S. Vonortas

    (The George Washington University
    University of Campinas)

Abstract

This paper explores ICT investment and different types of absorptive capacity (realized and potential) as determinants of micro-level TFP in Colombia from 2008 to 2018. Our empirical output suggests that productivity is positively affected by ICT expenditures as well as by the presence of those IT-related potential absorptive capacities that strengthen knowledge acquisition and assimilation inside the plant: online transactions (e-commerce) and the use of network communication platforms(e-communication). Realized absorptive capacities such as R&D cooperation and marketing expenditures (signaling firms’ ability to exploit and transform available information) are found to only induce TFP growth if combined with appropriate IT capabilities: R&D collaboration paired with e-communication and, marketing strategies connected with e-commerce. These results remain robust to various productivity indicators, issues of reverse causality (TFP-ICT link) and even to different IT-related proxies.

Suggested Citation

  • Juan Carlos Castillo & Nicholas S. Vonortas, 2024. "TFP, ICT and absorptive capacities: micro-level evidence from Colombia," The Journal of Technology Transfer, Springer, vol. 49(4), pages 1287-1302, August.
  • Handle: RePEc:kap:jtecht:v:49:y:2024:i:4:d:10.1007_s10961-023-10042-w
    DOI: 10.1007/s10961-023-10042-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-023-10042-w
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-023-10042-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ian William Marsh & Ana Rincon-Aznar & Michela Vecchi & Francesco Venturini, 2017. "We see ICT spillovers everywhere but in the econometric evidence: a reassessment," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(6), pages 1067-1088.
    2. Patricia Augier & Olivier Cadot & Marion Dovis, 2013. "Imports and TFP at the firm level: the role of absorptive capacity," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 956-981, August.
    3. Yu, Binbin, 2022. "The Impact of the Internet on Industrial Green Productivity: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    4. Rizov, Marian & Vecchi, Michela & Domenech, Josep, 2022. "Going online: Forecasting the impact of websites on productivity and market structure," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 184, pages 1-46.
    5. Nathalie Greenana & Jacques Mairesse, 2000. "Computers And Productivity In France: Some Evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(3), pages 275-315.
    6. Neil Foster-McGregor & Anders Isaksson & Florian Kaulich, 2016. "Importing, Productivity and Absorptive Capacity in Sub-Saharan African Manufacturing and Services Firms," Open Economies Review, Springer, vol. 27(1), pages 87-117, February.
    7. Crescenzi, Riccardo & Gagliardi, Luisa, 2018. "The innovative performance of firms in heterogeneous environments: The interplay between external knowledge and internal absorptive capacities," Research Policy, Elsevier, vol. 47(4), pages 782-795.
    8. Francoise Contreras & Ignacio Aldeanueva & Juan C. Espinosa & Ghulam Abid, 2021. "Potential and Realized Absorptive Capacity in Colombian Firms: The Mediating Role of the Organizational Climate for Innovation," SAGE Open, , vol. 11(4), pages 21582440211, October.
    9. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    10. Yanling Wang, 2010. "FDI and productivity growth: the role of inter‐industry linkages," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1243-1272, November.
    11. Limaj, Everist & Bernroider, Edward W.N., 2019. "The roles of absorptive capacity and cultural balance for exploratory and exploitative innovation in SMEs," Journal of Business Research, Elsevier, vol. 94(C), pages 137-153.
    12. Yanling Wang, 2010. "FDI and productivity growth: the role of inter-industry linkages," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1243-1272, November.
    13. Greenley, Gordon E. & Hooley, Graham J. & Rudd, John M., 2005. "Market orientation in a multiple stakeholder orientation context: implications for marketing capabilities and assets," Journal of Business Research, Elsevier, vol. 58(11), pages 1483-1494, November.
    14. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2014. "Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing," American Economic Review, American Economic Association, vol. 104(5), pages 394-399, May.
    15. 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.
    16. Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2017. "What drives ICT adoption by SMEs? Evidence from a large-scale survey in Greece," Journal of Business Research, Elsevier, vol. 81(C), pages 60-69.
    17. Felix Roth & Ali Sen & Christian Rammer, 2023. "The role of intangibles in firm-level productivity – evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 30(2), pages 263-285, February.
    18. Tobias Schmidt, 2010. "Absorptive capacity-one size fits all? A firm-level analysis of absorptive capacity for different kinds of knowledge," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 1-18.
    19. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    20. Mahmut Yasar, 2013. "Imported Capital Input, Absorptive Capacity, And Firm Performance: Evidence From Firm-Level Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 88-100, January.
    21. Philippe Aghion, 2002. "Schumpeterian Growth Theory and the Dynamics of Income Inequality," Econometrica, Econometric Society, vol. 70(3), pages 855-882, May.
    22. Luke Emeka Okafor & Mita Bhattacharya & Harry Bloch, 2017. "Imported Intermediates, Absorptive Capacity and Productivity: Evidence from Ghanaian Manufacturing Firms," The World Economy, Wiley Blackwell, vol. 40(2), pages 369-392, February.
    23. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    24. Jansen, J.J.P. & van den Bosch, F.A.J. & Volberda, H.W., 2005. "Managing Potential and Realized Absorptive Capacity: How do Organizational Antecedents matter?," ERIM Report Series Research in Management ERS-2005-025-STR, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    25. Jianwen Liao & Harold Welsch & Michael Stoica, 2003. "Organizational Absorptive Capacity and Responsiveness: An Empirical Investigation of Growth–Oriented SMEs," Entrepreneurship Theory and Practice, , vol. 28(1), pages 63-86, January.
    26. 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.
    27. Minjung Kim, 2015. "Productivity spillovers from FDI and the role of domestic firm’s absorptive capacity in South Korean manufacturing industries," Empirical Economics, Springer, vol. 48(2), pages 807-827, March.
    28. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    29. Ilsoon Shin, 2000. "Use Of Information Network And Organizational Productivity: Firm-Level Evidence In Korea," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(5), pages 447-646.
    30. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    31. 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.
    32. Min, Jae-Woong & Vonortas, Nicholas S. & Kim, YoungJun, 2019. "Commercialization of transferred public technologies," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 10-20.
    33. 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.
    34. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    35. 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.
    36. Leal-Rodríguez, Antonio L. & Ariza-Montes, José A. & Roldán, José L. & Leal-Millán, Antonio G., 2014. "Absorptive capacity, innovation and cultural barriers: A conditional mediation model," Journal of Business Research, Elsevier, vol. 67(5), pages 763-768.
    37. Algarni, Mohammad A. & Ali, Murad & Leal-Rodríguez, Antonio L. & Albort-Morant, Gema, 2023. "The differential effects of potential and realized absorptive capacity on imitation and innovation strategies, and its impact on sustained competitive advantage," Journal of Business Research, Elsevier, vol. 158(C).
    38. Anthony Howell, 2020. "Relatedness economies, absorptive capacity, and economic catch-up: firm-level evidence from China," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 557-575.
    39. K. D. Joshi & Lei Chi & Avimanyu Datta & Shu Han, 2010. "Changing the Competitive Landscape: Continuous Innovation Through IT-Enabled Knowledge Capabilities," Information Systems Research, INFORMS, vol. 21(3), pages 472-495, September.
    40. Moralles, Herick Fernando & Moreno, Rosina, 2020. "FDI productivity spillovers and absorptive capacity in Brazilian firms: A threshold regression analysis," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 257-272.
    41. Hailin Liao & Xiaohui Liu & Chengang Wang, 2012. "Knowledge spillovers, absorptive capacity and total factor productivity in China’s manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(4), pages 533-547, August.
    42. Sotiris Papaioannou & Sophia Dimelis, 2007. "Information Technology as a Factor of Economic Development: Evidence from Developed and Developing Countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(3), pages 179-194.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Naijela Janaina Costa Silveira & Diogo Ferraz & Eduardo Polloni‐Silva & Diego Scarpa de Mello & Fernanda Pereira Sartori Falguera & Herick Fernando Moralles, 2022. "Modeling the building blocks of country‐level absorptive capacity: Comparing developed and emergent economies," Bulletin of Economic Research, Wiley Blackwell, vol. 74(3), pages 783-824, July.
    2. Nucci, Francesco & Puccioni, Chiara & Ricchi, Ottavio, 2023. "Digital technologies and productivity: A firm-level investigation," Economic Modelling, Elsevier, vol. 128(C).
    3. Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2013. "The impact of health information technology on hospital productivity," RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 545-568, September.
    4. Eric J. Bartelsman & Martin Falk & Eva Hagsten & Michael Polder, 2019. "Productivity, technological innovations and broadband connectivity: firm-level evidence for ten European countries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 25-48, March.
    5. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    6. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    7. Luke Emeka Okafor & Mita Bhattacharya & Harry Bloch, 2017. "Imported Intermediates, Absorptive Capacity and Productivity: Evidence from Ghanaian Manufacturing Firms," The World Economy, Wiley Blackwell, vol. 40(2), pages 369-392, February.
    8. Wolfhard Kaus & Viktor Slavtchev & Markus Zimmermann, 2024. "Intangible capital and productivity: Firm-level evidence from German manufacturing," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 970-996.
    9. Konings, Jozef & Dhyne, Emmanuel & Van den bosch, Jeroen & ,, 2018. "The Return on Information Technology: Who Benefits Most?," CEPR Discussion Papers 13246, C.E.P.R. Discussion Papers.
    10. Dostie Benoit & Jayaraman Rajshri, 2012. "Organizational Redesign, Information Technologies and Workplace Productivity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-41, February.
    11. Chen, Wen & Niebel, Thomas & Saam, Marianne, 2016. "Are intangibles more productive in ICT-intensive industries? Evidence from EU countries," Telecommunications Policy, Elsevier, vol. 40(5), pages 471-484.
    12. Li, Dongkun & Chen, Yufeng & Miao, Jiafeng, 2022. "Does ICT create a new driving force for manufacturing?—Evidence from Chinese manufacturing firms," Telecommunications Policy, Elsevier, vol. 46(1).
    13. Rachel Griffith & Stephen Redding & Helen Simpson, 2009. "Technological Catch‐Up And Geographic Proximity," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 689-720, October.
    14. Khanna, Rupika & Sharma, Chandan, 2021. "Do technological investments promote manufacturing productivity? A firm-level analysis for India," Economic Modelling, Elsevier, vol. 105(C).
    15. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    16. Pham Thi Bich Ngoc & Pham Dinh Long & Huynh Quoc Vu, 2022. "The impact of absorbing productivity spillover on export ability: evidence from an emerging market," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2152938-215, December.
    17. Shiyi Chen & Wanlin Liu & Hong Song, 2020. "Broadband Internet, Firm Performance, And Worker Welfare: Evidence And Mechanism," Economic Inquiry, Western Economic Association International, vol. 58(3), pages 1146-1166, July.
    18. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Understanding productivity dynamics: A task taxonomy approach," Research Policy, Elsevier, vol. 47(1), pages 289-304.
    19. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    20. Barth, Erling & Davis, James C. & Freeman, Richard B. & McElheran, Kristina, 2023. "Twisting the demand curve: Digitalization and the older workforce," Journal of Econometrics, Elsevier, vol. 233(2), pages 443-467.

    More about this item

    Keywords

    Absorptive capacity; Firm-level; ICT; TFP; Colombia;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jtecht:v:49:y:2024:i:4:d:10.1007_s10961-023-10042-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.