IDEAS home Printed from https://ideas.repec.org/a/ags/aaeatr/377654.html

The Case for Transdisciplinary Data Science Education in Agricultural Economics

Author

Listed:
  • Holderieath, Jason J.
  • Crosby, Michael K.
  • Jacques, Lorraine A.
  • Chowriapp, Pradeep

Abstract

In agricultural fields, automation is rapidly increasing, and the needs of employers are increasingly shifting toward integrating skills in data analysis and effectively collaborating and communicating with colleagues and stakeholders. Preparation for an increasingly integrated world must challenge graduates of agricultural programs beyond their traditional silos to gain an integrated understanding of skills and techniques for the twenty-first-century workforce. Higher education is slowly shifting toward an integrative model where students gain experiences and professors facilitate their education more than talking at them for three hours per week. Here, we call for a transdisciplinary approach to education in agricultural economics where students are presented with opportunities to develop technical skills in data science and analytics and experiences to develop soft skills to ask questions and effectively communicate results. These skills will make graduates more competitive in the workforce as more data become available and more production will be needed while increasingly minimizing the ecological impact.

Suggested Citation

  • Holderieath, Jason J. & Crosby, Michael K. & Jacques, Lorraine A. & Chowriapp, Pradeep, 2025. "The Case for Transdisciplinary Data Science Education in Agricultural Economics," Applied Economics Teaching Resources (AETR), Agricultural and Applied Economics Association, vol. 7(4), August.
  • Handle: RePEc:ags:aaeatr:377654
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/377654/files/AETR_2025_0197%20Final.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Joshua D. Woodard, 2016. "Data Science and Management for Large Scale Empirical Applications in Agricultural and Applied Economics Research," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 38(3), pages 373-388.
    2. Richard E. Just & Gordon C. Rausser, 1993. "The Governance Structure of Agricultural Science and Agricultural Economics: A Call to Arms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(Special_I), pages 69-83.
    3. G. F. Warren, 1932. "The Origin and Development of Farm Economics in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(1), pages 2-9.
    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. Buchholz, H. Eberhard, 2001. "50 Jahre Agrarwirtschaft," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 50(08), pages 1-2.
    2. repec:hal:wpaper:hal-03227973 is not listed on IDEAS
    3. Chen, Jian & Katchova, Ani L. & Zhou, Chenxi, . "Agricultural loan delinquency prediction using machine learning methods," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 24(5).
    4. Ahmadi-Esfahani, Fredoun Z. & Brakey, John, 1995. "The Political Economy of the Australian Agricultural Economics Society: Implications for Future Directions," 1995 Conference (39th), February 14-16, 1995, Perth, Australia 148805, Australian Agricultural and Resource Economics Society.
    5. Tiffany Shih & Brian Wright, 2011. "Agricultural Innovation," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 49-85, National Bureau of Economic Research, Inc.
    6. Sartorius von Bach, H. J., 1995. "Are South African Agricultural Economists Adequately Skilled To Face Future Challenges?," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 34(4), December.
    7. MacAulay, T. Gordon, 1995. "Games, Clubs And Models: The Economics Of An Agricultural Economics Society," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(01), pages 1-23, April.
    8. Joshua D. Woodard & Leslie J. Verteramo‐Chiu, 2017. "Efficiency Impacts of Utilizing Soil Data in the Pricing of the Federal Crop Insurance Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 757-772, April.
    9. Park, William M., 2001. "Searching For The Heart Of Agricultural Economics With 20/20 Vision," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 33(2), pages 1-15, August.
    10. Coppess, Jonathan & Navarro, Christopher & Satheesan, Sandeep Puthanveetil & Naraharisetty, Vara Veera Gowtham & Bhattarai, Rabin & Armstrong, Shalamar & Gupta, Rishabh, . "Introducing the Cover Crop Decision Support Tool," farmdoc daily, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics, vol. 10(176).
    11. Jensen, Harald R., 1977. "PART I. Farm Management and Production Economics, 1946-70," AAEA Monographs, Agricultural and Applied Economics Association, number 337213.
    12. Rausser Gordon & Simon Leo & Stevens Reid, 2008. "Public vs. Private Good Research at Land-Grant Universities," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 6(2), pages 1-31, December.
    13. Li, Hong & Porth, Lysa & Tan, Ken Seng & Zhu, Wenjun, 2021. "Improved index insurance design and yield estimation using a dynamic factor forecasting approach," Insurance: Mathematics and Economics, Elsevier, vol. 96(C), pages 208-221.
    14. Yongtong Shao & Tao Xiong & Minghao Li & Dermot Hayes & Wendong Zhang & Wei Xie, 2021. "China's Missing Pigs: Correcting China's Hog Inventory Data Using a Machine Learning Approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1082-1098, May.
    15. Rausser, Gordon & Simon, Leo & Ameden, Holly, 2000. "Public-private alliances in biotechnology: Can they narrow the knowledge gaps between rich and poor?," Food Policy, Elsevier, vol. 25(4), pages 499-513, August.
    16. Peter Midmore, 1996. "Towards A Postmodern Agricultural Economics," Journal of Agricultural Economics, Wiley Blackwell, vol. 47(1‐4), pages 1-17, January.
    17. Ariel Ortiz‐Bobea, 2020. "The Role of Nonfarm Influences in Ricardian Estimates of Climate Change Impacts on US Agriculture," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 934-959, May.
    18. Bucheli, Janic & Dalhaus, Tobias & Finger, Robert, 2022. "Temperature effects on crop yields in heat index insurance," Food Policy, Elsevier, vol. 107(C).
    19. repec:hal:cesptp:hal-03227973 is not listed on IDEAS
    20. Woodard, Joshua & Wang, Diane & McClung, Anna & Ziska, Lewis & Dutta, Tridib & McCouch, Susan, 2016. "Integrating Variety Data into Large-Scale Crop Yield Models," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236170, Agricultural and Applied Economics Association.
    21. Ahmadi-Esfahani, Fredoun Z. & Brakey, John, 1996. "The Industrial Organisation of the Australian Agricultural Economics Society," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 64(02), pages 1-19, August.

    More about this item

    Keywords

    ;

    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:aaeatr:377654. 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/aaeaaea.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.