IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v10y2020i8p320-d393397.html
   My bibliography  Save this article

Data Driven Enhancements to the Intestinal Integrity (I 2 ) Index: A Novel Approach to Support Poultry Sustainability

Author

Listed:
  • Alexandra L. Swirski

    (Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, ON N1G 2W1, Canada
    Novometrix Research Inc., 4564 Nassagaweya-Puslinch Townline, Moffat, ON L0P 1J0, Canada)

  • Hind Kasab-Bachi

    (Novometrix Research Inc., 4564 Nassagaweya-Puslinch Townline, Moffat, ON L0P 1J0, Canada)

  • Jocelyn Rivers

    (Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, ON N1G 2W1, Canada
    Novometrix Research Inc., 4564 Nassagaweya-Puslinch Townline, Moffat, ON L0P 1J0, Canada)

  • Jeffrey B. Wilson

    (Novometrix Research Inc., 4564 Nassagaweya-Puslinch Townline, Moffat, ON L0P 1J0, Canada)

Abstract

Background: Optimizing the intestinal integrity of poultry flocks through a comprehensive index measure, such as the intestinal integrity (I 2 ) index, could help to promote sustainable production in the poultry industry. The I 2 index is a tool for assessing the intestinal health of flocks based on flock level health and performance data, captured by Elanco Animal Health’s global surveillance system, i.e., the Health Tracking System (HTSi). The objectives of this study were to evaluate the relationships between the proposed I 2 index and each of the following four performance parameters: average daily gain (ADG), feed conversion ratio (FCR), European production efficiency factor (EPEF), and percent livability; and compare the ability of the proposed I 2 index to predict these performance parameters with the current I 2 index. Results: The proposed I 2 index was found to produce a greater range and increased variation in flock level I 2 index scores as compared with the current I 2 index. The proposed I 2 index was found to predict the four performance measures at least as well as the current I 2 index, and the results suggested that the proposed I 2 index could be superior at predicting ADG, EPEF, and percent livability. Conclusion: Our results highlight the strength of data-driven approaches in the development and improvement of comprehensive health metrics.

Suggested Citation

  • Alexandra L. Swirski & Hind Kasab-Bachi & Jocelyn Rivers & Jeffrey B. Wilson, 2020. "Data Driven Enhancements to the Intestinal Integrity (I 2 ) Index: A Novel Approach to Support Poultry Sustainability," Agriculture, MDPI, vol. 10(8), pages 1-13, August.
  • Handle: RePEc:gam:jagris:v:10:y:2020:i:8:p:320-:d:393397
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/10/8/320/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/10/8/320/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    2. Mizon, Grayham E & Richard, Jean-Francois, 1986. "The Encompassing Principle and Its Application to Testing Non-nested Hypotheses," Econometrica, Econometric Society, vol. 54(3), pages 657-678, May.
    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. Burton, Diana M. & Love, H. Alan, 1996. "A Review of Alternative Expectations Regimes in Commodity Markets: Specification, Estimation, and Hypothesis Testing Using Structural Models," Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(2), pages 213-231, October.
    2. Enrique López E & Martha Misas A, 1998. "Un Examen Empírico De La Curva De Phillips En Colombia," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 17(34), pages 39-87, December.
    3. Adrian C. Darnell, 1994. "A Dictionary Of Econometrics," Books, Edward Elgar Publishing, number 118.
    4. West, Kenneth D., 2001. "Encompassing tests when no model is encompassing," Journal of Econometrics, Elsevier, vol. 105(1), pages 287-308, November.
    5. Massimiliano Marcellino, "undated". "Further Results on MSFE Encompassing," Working Papers 143, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    6. Ripple, Ronald D. & Moosa, Imad A., 2009. "The effect of maturity, trading volume, and open interest on crude oil futures price range-based volatility," Global Finance Journal, Elsevier, vol. 20(3), pages 209-219.
    7. Chen, Yi-Ting & Kuan, Chung-Ming, 2002. "The pseudo-true score encompassing test for non-nested hypotheses," Journal of Econometrics, Elsevier, vol. 106(2), pages 271-295, February.
    8. Prof. Neil D. Karunaratne, 1999. "Rival Macroeconomic Models And Australian Stylised Facts," Discussion Papers Series 261, School of Economics, University of Queensland, Australia.
    9. Graafland, J.J., 1991. "From Phillips curve to wage curve," MPRA Paper 21077, University Library of Munich, Germany.
    10. Moosa, Imad & Naughton, Tony & Li, Larry, 2009. "Exchange Rate Regime Verifi cation: Has China Actually Moved from a Dollar Peg to a Basket Peg? Peg?," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 62(1), pages 41-67.
    11. Otsu, Taisuke & Whang, Yoon-Jae, 2011. "Testing For Nonnested Conditional Moment Restrictions Via Conditional Empirical Likelihood," Econometric Theory, Cambridge University Press, vol. 27(1), pages 114-153, February.
    12. repec:zbw:bofrdp:1988_016 is not listed on IDEAS
    13. Martha Misas & Enrique López, 2000. "La Utilización De La Capacidad Instalada De La Industria En Colombia: Un Nuevo Enfoque," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 18(38), pages 5-44, December.
    14. Sulaiman Al-Jassar, 2019. "Fundamental and Technical Trading in the Emerging Market of an Oil-Based Economy," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-19, March.
    15. Michael T. Chng, 2010. "Comparing Different Economic Linkages Among Commodity Futures," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(9‐10), pages 1348-1389, November.
    16. Julia Campos & Neil R. Ericsson & David F. Hendry, 2005. "General-to-specific modeling: an overview and selected bibliography," International Finance Discussion Papers 838, Board of Governors of the Federal Reserve System (U.S.).
    17. Klaus Abberger & Michael Graff & Oliver Müller & Boriss Siliverstovs, 2023. "Imputing Monthly Values for Quarterly Time Series: An Application Performed with Swiss Business Cycle Data," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 19(3), pages 241-273, November.
    18. Choe, Chongwoo & Moosa, Imad A., 1999. "Financial System and Economic Growth: The Korean Experience," World Development, Elsevier, vol. 27(6), pages 1069-1082, June.
    19. D. R. Cox, 2013. "A return to an old paper: ‘Tests of separate families of hypotheses’," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 75(2), pages 207-215, March.
    20. John Sequeira & Michael McAleer, 2000. "A market-augmented model for SIMEX Brent crude oil futures contracts," Applied Financial Economics, Taylor & Francis Journals, vol. 10(5), pages 543-552.
    21. Sunil Sapra, 2007. "Robust nonnested hypothesis testing," Applied Economics Letters, Taylor & Francis Journals, vol. 15(1), pages 1-4.

    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:gam:jagris:v:10:y:2020:i:8:p:320-:d:393397. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.