IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v47y2023i7s0308596123000897.html
   My bibliography  Save this article

Experimenting in the cloud: The digital divide's impact on innovation

Author

Listed:
  • Han, Luyi
  • Wojan, Timothy R.
  • Goetz, Stephan J.

Abstract

This paper builds on a recent National Science Foundation working paper that identified a strong association between cloud use and various types of innovation but did not consider whether 1) cloud adoption is a reliable indicator of the innovation orientation of a firm, or 2) cloud adoption enables various types of innovation. We estimate propensity score matching and endogenous treatment effect models to control for innovation orientation, producing evidence to test the second explanation. Findings support an enabling effect of the cloud on innovation providing concrete evidence of the adverse impact of the digital divide.

Suggested Citation

  • Han, Luyi & Wojan, Timothy R. & Goetz, Stephan J., 2023. "Experimenting in the cloud: The digital divide's impact on innovation," Telecommunications Policy, Elsevier, vol. 47(7).
    • Handle: RePEc:eee:telpol:v:47:y:2023:i:7:s0308596123000897
    DOI: 10.1016/j.telpol.2023.102578
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308596123000897
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.telpol.2023.102578?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. Ewens, Michael & Nanda, Ramana & Rhodes-Kropf, Matthew, 2018. "Cost of experimentation and the evolution of venture capital," Journal of Financial Economics, Elsevier, vol. 128(3), pages 422-442.
    2. Prieger, James E., 2013. "The broadband digital divide and the economic benefits of mobile broadband for rural areas," Telecommunications Policy, Elsevier, vol. 37(6), pages 483-502.
    3. Roberto Gallardo & Brian Whitacre & Indraneel Kumar & Sreedhar Upendram, 2021. "Broadband metrics and job productivity: a look at county-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 161-184, February.
    4. Vella, Francis & Verbeek, Marno, 1999. "Estimating and Interpreting Models with Endogenous Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(4), pages 473-478, October.
    5. Parker, Edwin B., 2000. "Closing the digital divide in rural America," Telecommunications Policy, Elsevier, vol. 24(4), pages 281-290, May.
    6. Ivan T. Kandilov & Mitch Renkow, 2010. "Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program," Growth and Change, Wiley Blackwell, vol. 41(2), pages 165-191, June.
    7. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    8. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    9. Karippacheril, Tina George & Nikayin, Fatemeh & de Reuver, Mark & Bouwman, Harry, 2013. "Serving the poor: Multisided mobile service platforms, openness, competition, collaboration and the struggle for leadership," Telecommunications Policy, Elsevier, vol. 37(1), pages 24-34.
    10. Hal R. Varian, 2010. "Computer Mediated Transactions," American Economic Review, American Economic Association, vol. 100(2), pages 1-10, May.
    11. Gabor Molnar & Scott J. Savage & Douglas C. Sicker, 2019. "High-speed Internet access and housing values," Applied Economics, Taylor & Francis Journals, vol. 51(55), pages 5923-5936, November.
    12. Manlove, Jacob & Whitacre, Brian, 2019. "An evaluation of the Connected Nation broadband adoption program," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    13. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    14. Steven Deller & Brian Whitacre & Tessa Conroy, 2022. "Rural broadband speeds and business startup rates," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 999-1025, May.
    15. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    16. Antonelli, Cristiano, 2017. "Digital knowledge generation and the appropriability trade-off," Telecommunications Policy, Elsevier, vol. 41(10), pages 991-1002.
    17. Bouwman, Harry & Nikou, Shahrokh & de Reuver, Mark, 2019. "Digitalization, business models, and SMEs: How do business model innovation practices improve performance of digitalizing SMEs?," Telecommunications Policy, Elsevier, vol. 43(9).
    18. Protogerou, Aimilia & Caloghirou, Yannis & Vonortas, Nicholas S., 2017. "Determinants of young firms’ innovative performance: Empirical evidence from Europe," Research Policy, Elsevier, vol. 46(7), pages 1312-1326.
    19. Emmanouil Tranos & Elizabeth A. Mack, 2016. "Broadband Provision and Knowledge-Intensive Firms: A Causal Relationship?," Regional Studies, Taylor & Francis Journals, vol. 50(7), pages 1113-1126, July.
    20. Strube Martins, Sonia & Wernick, Christian, 2021. "Regional differences in residential demand for very high bandwidth broadband internet in 2025," Telecommunications Policy, Elsevier, vol. 45(1).
    21. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    22. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    23. Lobo, Bento J. & Alam, Md Rafayet & Whitacre, Brian E., 2020. "Broadband speed and unemployment rates: Data and measurement issues," Telecommunications Policy, Elsevier, vol. 44(1).
    24. Markum Reed & Alison Watts, 2018. "Product quality and competition: evidence from the broadband industry," Applied Economics, Taylor & Francis Journals, vol. 50(24), pages 2719-2732, May.
    25. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    26. Steven Deller & Brian Whitacre, 2019. "Broadband's relationship to rural housing values," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 2135-2156, October.
    27. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Anil Rupasingha & John Pender & Ryan Williams, 2024. "Broadband and rural development: Impacts of the U.S. Department of Agriculture Broadband Initiatives Program on saving and creating jobs," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 698-721, April.
    2. Han, Luyi & Wojan, Timothy R. & Tian, Zheng & Goetz, Stephan J., 2024. "How export performance is mediated by innovation, owner characteristics, and location," Economics Letters, Elsevier, vol. 237(C).

    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. Gary A. Wagner & Hyun Ji Lee, 2024. "Does broadband affect local economic outcomes less than we thought? Micro evidence from Louisiana," Contemporary Economic Policy, Western Economic Association International, vol. 42(1), pages 68-93, January.
    2. Steven Deller & Brian Whitacre & Tessa Conroy, 2022. "Rural broadband speeds and business startup rates," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 999-1025, May.
    3. Biedny, Christina & Whitacre, Brian & Gallardo, Roberto, 2022. "Do ‘dig once’ and permitting policies improve fiber availability?," Telecommunications Policy, Elsevier, vol. 46(5).
    4. Anil Rupasingha & John Pender & Ryan Williams, 2024. "Broadband and rural development: Impacts of the U.S. Department of Agriculture Broadband Initiatives Program on saving and creating jobs," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 698-721, April.
    5. Stockinger, Bastian, 2017. "The effect of broadband internet on establishments' employment growth: evidence from Germany," IAB-Discussion Paper 201719, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    6. Yifeng Philip Chen & Edward J. Oughton & Jakub Zagdanski & Maggie Mo Jia & Peter Tyler, 2023. "Crowdsourced data indicates broadband has a positive impact on local business creation," Papers 2308.14734, arXiv.org.
    7. Guiffard, Jean-Baptiste, 2024. "Valuing the virtual: The impact of fiber to the home on property prices in France," Telecommunications Policy, Elsevier, vol. 48(4).
    8. Anup Agrawal & Tommy Cooper & Qin Lian & Qiming Wang, 2013. "Common Advisers in Mergers and Acquisitions: Determinants and Consequences," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 691-740.
    9. Blunch, Niels-Hugo & Datta Gupta, Nabanita, 2020. "Mothers’ health knowledge gap for children with diarrhea: A decomposition analysis across caste and religion in India," World Development, Elsevier, vol. 126(C).
    10. Chen, Yulong & Ma, Liyuan & Orazem, Peter F., 2023. "The heterogeneous role of broadband access on establishment entry and exit by sector and urban and rural markets," Telecommunications Policy, Elsevier, vol. 47(3).
    11. Fatema, Naureen, 2019. "Can land title reduce low-intensity interhousehold conflict incidences and associated damages in eastern DRC?," World Development, Elsevier, vol. 123(C), pages 1-1.
    12. Caballero, Julián, 2021. "Corporate dollar debt and depreciations: All’s well that ends well?," Journal of Banking & Finance, Elsevier, vol. 130(C).
    13. Szulc, Adam, 2009. "A matching estimator of household equivalence scales," Economics Letters, Elsevier, vol. 103(2), pages 81-83, May.
    14. Gabriela Simonet & Julie Subervie & Driss Ezzine-De-Blas & Marina Cromberg & Amy Duchelle, 2015. "Paying smallholders not to cut down the amazon forest: impact evaluation of a REDD+ pilot project," Working Papers 1514, Chaire Economie du climat.
    15. Neelsen, Sven & Limwattananon, Supon & O'Donnell, Owen & van Doorslaer, Eddy, 2019. "Universal health coverage: A (social insurance) job half done?," World Development, Elsevier, vol. 113(C), pages 246-258.
    16. David McKenzie & John Gibson & Steven Stillman, 2010. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, MIT Press, vol. 8(4), pages 913-945, June.
    17. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    18. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    19. Balduzzi, Pierluigi & Brancati, Emanuele & Brianti, Marco & Schiantarelli, Fabio, 2024. "Credit constraints and firms’ decisions: Lessons from the COVID-19 outbreak," Journal of Monetary Economics, Elsevier, vol. 142(C).
    20. Upadhayay, Neha B. & Rocchetta, Silvia & Gupta, Shivam & Kamble, Sachin & Stekelorum, Rebecca, 2024. "Blazing the trail: The role of digital and green servitization on technological innovation," Technovation, Elsevier, vol. 130(C).

    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:eee:telpol:v:47:y:2023:i:7:s0308596123000897. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30471/description#description .

    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.