IDEAS home Printed from https://ideas.repec.org/p/ags/saea15/196816.html
   My bibliography  Save this paper

Assessing the Value of Broadband Connectivity for Big Data and Telematics: Technical Efficiency

Author

Listed:
  • Mark, Tyler B.
  • Whitacre, Brian
  • Griffin, Terry

Abstract

Researchers and practitioners of precision agricultural technology have worked to overcome adoption, cost, and environmental obstacles since its introduction. The next gap in the adoption continuum of profitable precision agricultural technologies is data and data use, the so-called Big Data. Broadband connectivity could be the next hurdle affecting the precision agricultural technology chain and the employment of ‘big data’ and telematics services. Without adequate connectivity the transferring of ‘big data’ from machine-to-machine or to the cloud, inefficiencies are created. These inefficiencies come in the forms of machine downtime, increased human error, and lack of real-time information. We have addressed this issue in a conceptual framework by proposing a non-parametric data envelopment analysis. Simulation and Data Envelopment Analysis (DEA) are utilized to evaluate differing levels of data utilization made possible by broadband internet connectivity. The DEA methodology is useful to estimate the foregone societal value and farm-level profitability due to lack of broadband connectivity. In addition to constraining the profitability of agricultural firms; lack of broadband connectivity limits the adoption of precision agricultural technologies that make use of or relies upon near real time connectivity. The expected results are that producers that have adequate connectivity to employ ‘big data’ and telematics will be more efficient than producers without. Thus, the importance of adequate connectivity can be evaluated.

Suggested Citation

  • Mark, Tyler B. & Whitacre, Brian & Griffin, Terry, 2015. "Assessing the Value of Broadband Connectivity for Big Data and Telematics: Technical Efficiency," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196816, Southern Agricultural Economics Association.
    • Handle: RePEc:ags:saea15:196816
    DOI: 10.22004/ag.econ.196816
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/196816/files/BB%20GriffinMarkWhitacre.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.196816?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
    ---><---

    References listed on IDEAS

    as
    1. Brian Whitacre & Roberto Gallardo & Sharon Strover, 2014. "Does rural broadband impact jobs and income? Evidence from spatial and first-differenced regressions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(3), pages 649-670, November.
    2. Yossi Hadad & Lea Friedman & Victoria Rybalkin & Zilla Sinuany-Stern, 2013. "The relationship between DEA efficiency and the type of production function, the degree of homogeneity, and error variability," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 21(3), pages 595-607, September.
    3. Peter Bogetoft & Lars Otto, 2011. "Benchmarking with DEA, SFA, and R," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7961-2, July-Dece.
    4. Michael L. Katz & Carl Shapiro, 1994. "Systems Competition and Network Effects," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 93-115, Spring.
    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. LoPiccalo, Katherine, 2022. "Impact of broadband penetration on U.S. Farm productivity: A panel approach," Telecommunications Policy, Elsevier, vol. 46(9).

    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. Xuemeng Zhao & Weilun Huang, 2024. "Global Geopolitical Changes and New/Renewable Energy Game," Energies, MDPI, vol. 17(16), pages 1-27, August.
    2. Klein, Michael, 1996. "Competition in network industries," Policy Research Working Paper Series 1591, The World Bank.
    3. Kanis Saengchote & Voraprapa Nakavachara & Yishuang Xu, 2023. "Capitalising the Network Externalities of New Land Supply in the Metaverse," PIER Discussion Papers 203, Puey Ungphakorn Institute for Economic Research.
    4. Marta Gancarczyk, 2010. "Model schyłku i odrodzenia klastrów," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 1-21.
    5. Costa, Marcelo Azevedo & Lopes, Ana Lúcia Miranda & de Pinho Matos, Giordano Bruno Braz, 2015. "Statistical evaluation of Data Envelopment Analysis versus COLS Cobb–Douglas benchmarking models for the 2011 Brazilian tariff revision," Socio-Economic Planning Sciences, Elsevier, vol. 49(C), pages 47-60.
    6. Estelle Malavolti, 2016. "Single Till or Dual Till at airports: a Two-Sided Market Analysis," Post-Print hal-01406372, HAL.
    7. LoPiccalo, Katherine, 2022. "Impact of broadband penetration on U.S. Farm productivity: A panel approach," Telecommunications Policy, Elsevier, vol. 46(9).
    8. Dongjing Chen & Xiaotong Guo, 2023. "Impact of the Digital Economy and Financial Development on Residents’ Consumption Upgrading: Evidence from Mainland China," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    9. Saerom (Ronnie) Lee & J. Daniel Kim, 2024. "When do startups scale? Large‐scale evidence from job postings," Strategic Management Journal, Wiley Blackwell, vol. 45(9), pages 1633-1669, September.
    10. Briglauer, Wolfgang & Dürr, Niklas S. & Gugler, Klaus, 2019. "A retrospective study on the regional benefits and spillover effects of high-speed broadband networks: Evidence from German counties," ZEW Discussion Papers 19-026, ZEW - Leibniz Centre for European Economic Research.
    11. Honohan, Patrick & Vittas, Dimitri, 1996. "Bank regulation and the network paradigm : policy implications for developing and transition economies," Policy Research Working Paper Series 1631, The World Bank.
    12. Gual, Jordi, 2003. "Market Definition in the Telecoms Industry," CEPR Discussion Papers 3988, C.E.P.R. Discussion Papers.
    13. Kevin J. Boudreau & Andrei Hagiu, 2009. "Platform Rules: Multi-Sided Platforms as Regulators," Chapters, in: Annabelle Gawer (ed.), Platforms, Markets and Innovation, chapter 7, Edward Elgar Publishing.
    14. Colombo, Massimo G. & Garrone, Paola, 1998. "Common carriers' entry into multimedia services," Information Economics and Policy, Elsevier, vol. 10(1), pages 77-105, March.
    15. Erzurumlu, S. Sinan, 2013. "The compatibility of durable goods with contingent generic consumables," Omega, Elsevier, vol. 41(3), pages 574-585.
    16. Fox, Stephen & Groesser, Stefan N., 2016. "Reframing the relevance of research to practice," European Management Journal, Elsevier, vol. 34(5), pages 457-465.
    17. Cecere, Grazia & Corrocher, Nicoletta & Battaglia, Riccardo David, 2015. "Innovation and competition in the smartphone industry: Is there a dominant design?," Telecommunications Policy, Elsevier, vol. 39(3), pages 162-175.
    18. Claire M. Weiller & Michael G. Pollitt, 2013. "Platform markets and energy services," Working Papers EPRG 1334, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    19. Slowak, André P., 2009. "Market fields structure & dynamics in industrial automation," FZID Discussion Papers 02-2009, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    20. Kanis Saengchote & Voraprapa Nakavachara & Yishuang Xu, 2023. "Capitalising the Network Externalities of New Land Supply in the Metaverse," Papers 2303.17180, arXiv.org.

    More about this item

    Keywords

    Agricultural and Food Policy; Community/Rural/Urban Development; Crop Production/Industries; Farm Management; Production Economics;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ags:saea15:196816. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/saeaaea.html .

    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.