IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v164y2018icp11-19.html
   My bibliography  Save this article

Estimation and determinants of phosphorus balance and use efficiency of dairy farms in Northern Ireland: A within and between farm random effects analysis

Author

Listed:
  • Adenuga, Adewale Henry
  • Davis, John
  • Hutchinson, George
  • Donnellan, Trevor
  • Patton, Myles

Abstract

The dairy sector is the most important agricultural sub-sector in Northern Ireland both in terms of size and contribution to the economy. However, the abolition of the milk quota regime in 2015 and the government's initiative for industry growth has given rise to concerns about environmental pollution, especially in terms of phosphorus (P) balance. In light of these concerns, this study analyses the level and determinants of P balance and use efficiency on Northern Ireland's dairy farms. The study employs the OECD/EUROSTAT nutrient balance methodology and the within-between farm random effects modelling technique on a balanced panel data set. The results show that P balance in dairy farms in the study area is relatively high. However, the more profitable dairy farms have relatively lower P balance. We also found that the amount of grass grazed, and fertilizer price have a negative and statistically significant relationship with P balance, while stocking density was found to have a positive relationship with P balance. On the other hand, the age of the farmer and the amount of grass grazed where found to have a positive and statistically significant relationship with P use efficiency. The study demonstrates that increasing the percentage of grass-based feeds reduces phosphorus balance and also has a positive impact on the profitability of the dairy farms. The study recommends that farmers in the study area should increase the percentage of grass-based feeds alongside feeding concentrates with lower phosphorus contents. A moderate level of intensification should also be maintained.

Suggested Citation

  • Adenuga, Adewale Henry & Davis, John & Hutchinson, George & Donnellan, Trevor & Patton, Myles, 2018. "Estimation and determinants of phosphorus balance and use efficiency of dairy farms in Northern Ireland: A within and between farm random effects analysis," Agricultural Systems, Elsevier, vol. 164(C), pages 11-19.
  • Handle: RePEc:eee:agisys:v:164:y:2018:i:c:p:11-19
    DOI: 10.1016/j.agsy.2018.03.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X17301907
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2018.03.003?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. Leckie, George & Charlton, Chris, 2013. "runmlwin: A Program to Run the MLwiN Multilevel Modeling Software from within Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i11).
    2. Buckley, Cathal & Wall, David P. & Moran, Brian & O'Neill, Stephen & Murphy, Paul N.C., 2015. "Post EU Nitrates Directive implementation: an examination of the sustainable use of phosphorus in milk production," 89th Annual Conference, April 13-15, 2015, Warwick University, Coventry, UK 204207, Agricultural Economics Society.
    3. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LP, vol. 13(1), pages 65-76, March.
    4. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    5. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    6. Mela, Giulio & Longhitano, Davide & Povellato, Andrea, 2016. "Agricultural and non-agricultural determinants of Italian farmland values," 2016 Fifth AIEAA Congress, June 16-17, 2016, Bologna, Italy 242327, Italian Association of Agricultural and Applied Economics (AIEAA).
    7. Huhtanen, Pekka & Nousiainen, Juha & Turtola, Eila, 2011. "Dairy farm nutrient management model: 2. Evaluation of different strategies to mitigate phosphorus surplus," Agricultural Systems, Elsevier, vol. 104(5), pages 383-391, June.
    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. Adenuga, Adewale Henry & Davis, John & Hutchinson, George & Patton, Myles & Donnellan, Trevor, 2020. "Analysis of the effect of alternative agri-environmental policy instruments on production performance and nitrogen surplus of representative dairy farms," Agricultural Systems, Elsevier, vol. 184(C).
    2. Claire Jack & Adewale H. Adenuga & Austen Ashfield & Michael Wallace, 2020. "Investigating the Drivers of Farmers’ Engagement in a Participatory Extension Programme: The Case of Northern Ireland Business Development Groups," Sustainability, MDPI, vol. 12(11), pages 1-15, June.
    3. Harrison, B.P. & Dorigo, M. & Reynolds, C.K. & Sinclair, L.A. & Dijkstra, J. & Ray, P.P., 2021. "Determinants of phosphorus balance and use efficiency in diverse dairy farming systems," Agricultural Systems, Elsevier, vol. 194(C).
    4. Georgina Milne & Andrew William Byrne & Emma Campbell & Jordon Graham & John McGrath & Raymond Kirke & Wilma McMaster & Jesko Zimmermann & Adewale Henry Adenuga, 2022. "Quantifying Land Fragmentation in Northern Irish Cattle Enterprises," Land, MDPI, vol. 11(3), pages 1-16, March.

    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. Adewale Henry Adenuga & John Davis & George Hutchinson & Trevor Donnellan & Myles Patton, 2019. "Environmental Efficiency and Pollution Costs of Nitrogen Surplus in Dairy Farms: A Parametric Hyperbolic Technology Distance Function Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(3), pages 1273-1298, November.
    2. Martin Schröder, 2018. "Income Inequality and Life Satisfaction: Unrelated Between Countries, Associated Within Countries Over Time," Journal of Happiness Studies, Springer, vol. 19(4), pages 1021-1043, April.
    3. Daghagh Yazd, Sahar & Wheeler, Sarah Ann & Zuo, Alec, 2020. "Understanding the impacts of water scarcity and socio-economic demographics on farmer mental health in the Murray-Darling Basin," Ecological Economics, Elsevier, vol. 169(C).
    4. Radek Halamka & Petr Teplý, 2017. "The Effect of Ethics on Banks Financial Performance," Prague Economic Papers, Prague University of Economics and Business, vol. 2017(3), pages 330-344.
    5. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    6. Christoph Fischer, 2019. "Equilibrium real exchange rate estimates across time and space," GRU Working Paper Series GRU_2019_008, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    7. Gary R. Pike & Kirsten R. Robbins, 2020. "Using Panel Data to Identify the Effects of Institutional Characteristics, Cohort Characteristics, and Institutional Actions on Graduation Rates," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(4), pages 485-509, June.
    8. Han, Sae Hwang, 2021. "Health consequences of retirement due to non-health reasons or poor health," Social Science & Medicine, Elsevier, vol. 273(C).
    9. Aleksey Oshchepkov & Anna Shirokanova, 2020. "Multilevel Modeling For Economists: Why, When And How," HSE Working papers WP BRP 233/EC/2020, National Research University Higher School of Economics.
    10. Kasraian, Dena & Maat, Kees & van Wee, Bert, 2018. "Urban developments and daily travel distances: Fixed, random and hybrid effects models using a Dutch pseudo-panel over three decades," Journal of Transport Geography, Elsevier, vol. 72(C), pages 228-236.
    11. Jessica L. Darby & David J. Ketchen & Brent D. Williams & Travis Tokar, 2020. "The Implications of Firm‐Specific Policy Risk, Policy Uncertainty, and Industry Factors for Inventory: A Resource Dependence Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 56(4), pages 3-24, October.
    12. Panarello, Demetrio, 2021. "Economic insecurity, conservatism, and the crisis of environmentalism: 30 years of evidence," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    13. Sebastian Kripfganz, 2017. "Sequential (two-stage) estimation of linear panel-data models," German Stata Users' Group Meetings 2017 03, Stata Users Group.
    14. Vigren, Andreas, 2020. "The Distance Factor in Swedish Bus Contracts How far are operators willing to go?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 188-204.
    15. Dilmaghani, Maryam, 2021. "The gender gap in competitive chess across countries: Commanding queens in command economies," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 425-441.
    16. Lööf, Hans & Sahamkhadam, Maziar & Stephan, Andreas, 2022. "Is Corporate Social Responsibility investing a free lunch? The relationship between ESG, tail risk, and upside potential of stocks before and during the COVID-19 crisis," Finance Research Letters, Elsevier, vol. 46(PB).
    17. Isabel Neira & Fernando Bruna & Marta Portela & Adela García-Aracil, 2018. "Individual Well-Being, Geographical Heterogeneity and Social Capital," Journal of Happiness Studies, Springer, vol. 19(4), pages 1067-1090, April.
    18. Damien Rousselière, 2019. "A Flexible Approach to Age Dependence in Organizational Mortality: Comparing the Life Duration for Cooperative and Non-Cooperative Enterprises Using a Bayesian Generalized Additive Discrete Time Survi," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 829-855, December.
    19. Wu, Yu & Sills, Erin O., 2018. "The Evolving Relationship between Market Access and Deforestation on the Amazon Frontier," 2018 Annual Meeting, August 5-7, Washington, D.C. 274317, Agricultural and Applied Economics Association.
    20. Daniele Mantegazzi & Philip McCann & Viktor Venhorst, 2020. "The impact of language borders on the spatial decay of agglomeration and competition spillovers," Journal of Regional Science, Wiley Blackwell, vol. 60(3), pages 558-577, June.

    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:agisys:v:164:y:2018:i:c:p:11-19. 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/locate/agsy .

    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.