IDEAS home Printed from https://ideas.repec.org/p/pre/wpaper/202306.html
   My bibliography  Save this paper

Measuring Total Factor Productivity in the South African Agricultural Sector Using a Growth Accounting Framework

Author

Listed:
  • Khumbuzile C. Mosoma

    (Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)

  • Renee van Eyden

    (Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)

  • Heinrich R. Bohlmann

    (Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)

Abstract

In this study, we measure the total factor productivity (TFP) in the South African agricultural sector using annual time series data from 1980 to 2019. First, a Cobb-Douglas production function is estimated recursively to determine the time-varying factor contributions of labour, capital and land to agricultural output. Second, a growth accounting framework is used to measure TFP growth, which is then converted to a measure for TFP. The results show that TFP growth recorded an average growth of 2.2 percent between 1980 and 1989, followed by a decline to 0.04 percent between 1990 and 1999, a period characterised by major policy reforms and economic structural changes in the agricultural sector, such as the removal of agricultural subsidies and the introduction of competition with the deregulation of markets in 1996. A recovery in TFP with a growth rate of 2.3 percent was recorded between 2000 and 2009, attributed to the precipitation of new technology and skills improvement underpinned by export growth fuelled by foreign-demand induced agricultural production growth in industries like fruits, wine, cotton and grains. The TFP growth was slow between 2010 and 2019 compared to the previous period, attributed to stagnation in policy reforms and rising incidence of drought, labour challenges and increasing cost of production. The study recommends a carefully designed policy mix of land and water reform, complemented by a comprehensive farmer support programme that addresses skills, markets, drought-resistant varieties and affordable production loans to enhance TFP.

Suggested Citation

  • Khumbuzile C. Mosoma & Renee van Eyden & Heinrich R. Bohlmann, 2023. "Measuring Total Factor Productivity in the South African Agricultural Sector Using a Growth Accounting Framework," Working Papers 202306, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:202306
    as

    Download full text from publisher

    File URL: http://www.up.ac.za/media/shared/61/WP/wp_2023_06.zp233316.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    2. Asghar Ali* & Khalid Mushtaq** & Muhammad Ashfaq*** & Abedullah**** & P.J.Dawson*****, 2012. "Macro Determinants of Total Factor Productivity Growth of Agriculture in Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 22, pages 1-18.
    3. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    4. Fuglie, Keith O. & Rada, Nicholas E., 2013. "Resources, Policies, and Agricultural Productivity in Sub-Saharan Africa," Economic Research Report 145368, United States Department of Agriculture, Economic Research Service.
    5. Dilip Saikia, 2014. "Total Factor Productivity In Agriculture: A Review Of Measurement Issues In The Indian Context," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 8(2), pages 45-61, DECEMBER.
    6. Misbah Habib & Jawad Abbas & Rahat Noman, 2019. "Are human capital, intellectual property rights, and research and development expenditures really important for total factor productivity? An empirical analysis," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 46(6), pages 756-774, February.
    7. Lovemore C. Gwiriri & James Bennett & Cletos Mapiye & Sara Burbi, 2019. "Unpacking the ‘Emergent Farmer’ Concept in Agrarian Reform: Evidence from Livestock Farmers in South Africa," Development and Change, International Institute of Social Studies, vol. 50(6), pages 1664-1686, November.
    8. Claudio Bravo-Ortega & Daniel Lederman, 2004. "Agricultural productivity and its determinants: revisiting international experiences," Estudios de Economia, University of Chile, Department of Economics, vol. 31(2 Year 20), pages 133-163, December.
    9. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    10. Poonyth, Daneswar & van Zyl, Johan, 2000. "Representing the production structure of South African agriculture," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 39(4), pages 1-13, December.
    11. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    12. Matthew de la Hey & William Beinart, 2017. "Why Have South African Smallholders Largely Abandoned Arable Production in Fields? A Case Study," Journal of Southern African Studies, Taylor & Francis Journals, vol. 43(4), pages 753-770, July.
    13. Adisu Abebaw Degu & Dagim Tadesse Bekele, 2019. "Macroeconomic determinants of total factor productivity and its trend in Ethiopia," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 8(6), pages 219-228, October.
    14. Liebenberg, Frikkie & Pardey, Philip G., 2012. "A long-run view of South African agricultural production and productivity," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 7(1), pages 1-25, October.
    15. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    16. Mai Huong Giang & Tran Dang Xuan & Bui Huy Trung & Mai Thanh Que, 2019. "Total Factor Productivity of Agricultural Firms in Vietnam and Its Relevant Determinants," Economies, MDPI, vol. 7(1), pages 1-12, January.
    17. Tahmina Sultana & Md. Moniruzzaman & Mrittika Shamsuddin & Mohammad Tareque, 2019. "Endogenous growth model of a labour-abundant and land-scarce economy," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 21(2), pages 309-328, December.
    18. Johan van Zyl & Nick Vink & Johann Kirsten & Daneswan Poonyth, 2001. "South African agriculture in transition: the 1990s," Journal of International Development, John Wiley & Sons, Ltd., vol. 13(6), pages 725-739.
    19. Yu Sheng & Tom Jackson & Shiji Zhao & Dandan Zhang, 2017. "Measuring Output, Input and Total Factor Productivity in Australian Agriculture: An Industry-Level Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63, pages 169-193, February.
    20. Abdelhak Senhadji, 2000. "Sources of Economic Growth: An Extensive Growth Accounting Exercise," IMF Staff Papers, Palgrave Macmillan, vol. 47(1), pages 1-6.
    21. Ulrich K. M¸ller & Graham Elliott, 2003. "Tests for Unit Roots and the Initial Condition," Econometrica, Econometric Society, vol. 71(4), pages 1269-1286, July.
    22. Beatrice Conradie & Jenifer Piesse & Colin Thirtle, 2009. "District‐level total factor productivity in agriculture: Western Cape Province, South Africa, 1952–2002," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 265-280, May.
    23. Phillip Akanni Olomola & Tolulope Temilola Osinubi, 2018. "Determinants of Total Factor Productivity in Mexico, Indonesia, Nigeria, and Turkey (1980–2014)," Emerging Economy Studies, International Management Institute, vol. 4(2), pages 192-217, November.
    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. Khumbuzile C. Mosoma & Heinrich R. Bohlmann & Sifiso M. Ntombela & Renee van Eyden, 2023. "Quantifying the Economic Effects of Land Reform Policy in South Africa: A Computable General Equilibrium Analysis," Working Papers 202307, University of Pretoria, Department of Economics.

    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. Michael Jansson & Morten Ørregaard Nielsen, 2012. "Nearly Efficient Likelihood Ratio Tests of the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 80(5), pages 2321-2332, September.
    2. Boswijk, H. Peter & Jansson, Michael & Nielsen, Morten Ørregaard, 2015. "Improved likelihood ratio tests for cointegration rank in the VAR model," Journal of Econometrics, Elsevier, vol. 184(1), pages 97-110.
    3. Mohamed Maher & Yanzhi Zhao, 2022. "Do Political Instability and Military Expenditure Undermine Economic Growth in Egypt? Evidence from the ARDL Approach," Defence and Peace Economics, Taylor & Francis Journals, vol. 33(8), pages 956-979, November.
    4. Christou, Christina & Gupta, Rangan & Nyakabawo, Wendy & Wohar, Mark E., 2018. "Do house prices hedge inflation in the US? A quantile cointegration approach," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 15-26.
    5. Ali, Amjad & Ur Rehman, Hafeez, 2015. "Macroeconomic Instability and Its Impact on Gross Domestic Product: An Empirical Analysis of Pakistan," MPRA Paper 71037, University Library of Munich, Germany.
    6. Mehmet Balcilar & Evrim Toren, 2021. "The Time-Varying Effect of Asset Prices on Turkey’s Circular Economy," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
    7. Boire, Sidiki & Nell, Kevin S., 2021. "The enclave hypothesis and Dutch disease effect: A critical appraisal of Mali's gold mining industry," Resources Policy, Elsevier, vol. 74(C).
    8. Tarlok Singh, 2023. "Do terms of trade affect economic growth? Robust evidence from India," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(2), pages 491-521, April.
    9. de Andrade, Joaquim Pinto & Divino, Jose Angelo, 2005. "Monetary policy of the Bank of Japan--inflation target versus exchange rate target," Japan and the World Economy, Elsevier, vol. 17(2), pages 189-208, April.
    10. Miller, Stephen M. & Martins, Luis Filipe & Gupta, Rangan, 2019. "A Time-Varying Approach Of The Us Welfare Cost Of Inflation," Macroeconomic Dynamics, Cambridge University Press, vol. 23(2), pages 775-797, March.
    11. Hallin, Marc & van den Akker, Ramon & Werker, Bas J.M., 2011. "A class of simple distribution-free rank-based unit root tests," Journal of Econometrics, Elsevier, vol. 163(2), pages 200-214, August.
    12. Jardet, Caroline & Monfort, Alain & Pegoraro, Fulvio, 2013. "No-arbitrage Near-Cointegrated VAR(p) term structure models, term premia and GDP growth," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 389-402.
    13. Chien-Chiang Lee & Chun-Ping Chang, 2006. "The Long-Run Relationship Between Defence Expenditures And Gdp In Taiwan," Defence and Peace Economics, Taylor & Francis Journals, vol. 17(4), pages 361-385.
    14. Manolis G. Kavussanos & Ilias D. Visvikis, 2011. "The Predictability of Non-Overlapping Forecasts: Evidence from a New Market," Multinational Finance Journal, Multinational Finance Journal, vol. 15(1-2), pages 125-156, March - J.
    15. Jacobo Campo Robledo & Juan Pablo Herrera Saavedra, 2016. "Patentes y crecimiento económico: ¿innovación de residentes o no residentes?," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, vol. 76, February.
    16. repec:hal:journl:peer-00834424 is not listed on IDEAS
    17. Balcilar, Mehmet & Gupta, Rangan & Wohar, Mark E., 2017. "Common cycles and common trends in the stock and oil markets: Evidence from more than 150years of data," Energy Economics, Elsevier, vol. 61(C), pages 72-86.
    18. Yifei Cai & Jamel Saadaoui, 2022. "Fourier DF unit root test for R&D intensity of G7 countries," Applied Economics, Taylor & Francis Journals, vol. 54(42), pages 4900-4914, September.
    19. Mourad Zmami & Ousama Ben-Salha, 2019. "Does Oil Price Drive World Food Prices? Evidence from Linear and Nonlinear ARDL Modeling," Economies, MDPI, vol. 7(1), pages 1-18, February.
    20. Vicente Esteve, 2004. "Política fiscal y productividad del trabajo en la economía española: un análisis de series temporales," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 19(1), pages 3-29, June.
    21. Urban, Dieter M., 2007. "Terms of trade, catch-up, and home-market effect: The example of Japan," Journal of the Japanese and International Economies, Elsevier, vol. 21(4), pages 470-488, December.

    More about this item

    Keywords

    Total factor productivity; growth accounting framework; South African agriculture;
    All these keywords.

    JEL classification:

    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

    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:pre:wpaper:202306. 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: Rangan Gupta (email available below). General contact details of provider: https://edirc.repec.org/data/decupza.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.