Agricultural total factor productivity growth, technical efficiency, and climate variability in sub-Saharan Africa
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Dercon, Stefan & Christiaensen, Luc, 2011.
"Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia,"
Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
- Stefan Dercon & Luc Christiaensen, 2007. "Consumption risk, technology adoption and poverty traps: evidence from Ethiopia," CSAE Working Paper Series 2007-06, Centre for the Study of African Economies, University of Oxford.
- Dercon, Stefan & Christiaensen, Luc, 2007. "Consumption risk, technology adoption, and poverty traps : evidence from Ethiopia," Policy Research Working Paper Series 4257, The World Bank.
- Stefan Dercon & Luc Christiaensen, 2008. "Consumption risk, technology adoption and poverty traps: evidence from Ethiopia," WEF Working Papers 0035, ESRC World Economy and Finance Research Programme, Birkbeck, University of London.
- Fankhauser, Samuel & S.J. Tol, Richard, 2005.
"On climate change and economic growth,"
Resource and Energy Economics, Elsevier, vol. 27(1), pages 1-17, January.
- Samuel Fankhauser & Richard S.J. Tol, 2001. "On Climate Change And Economic Growth," Working Papers FNU-10, Research unit Sustainability and Global Change, Hamburg University, revised Jun 2002.
- Trong‐Anh Trinh & Alberto Posso & Simon Feeny, 2020. "Child Labor and Rainfall Deviation: Panel Data Evidence from Rural Vietnam," The Developing Economies, Institute of Developing Economies, vol. 58(1), pages 63-76, March.
- Masters, William A. & Bedingar, Touba & Oehmke, James F., 1998.
"The impact of agricultural research in Africa: aggregate and case study evidence,"
Agricultural Economics, Blackwell, vol. 19(1-2), pages 81-86, September.
- William A. Masters & Touba Bedingar & James F. Oehmke, 1998. "The impact of agricultural research in Africa: aggregate and case study evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 19(1-2), pages 81-86, September.
- Julia Hall & Grant M Scobie, 2006. "The Role of R&D in Productivity Growth: The Case of Agriculture in New Zealand: 1927 to 2001," Treasury Working Paper Series 06/01, New Zealand Treasury.
- Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016.
"Impacts of climate change on agriculture: Evidence from China,"
Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
- Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2014. "Impacts of Climate Change on Agriculture: Evidence from China," RFF Working Paper Series dp-14-07-efd, Resources for the Future.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- Amsler, Christine & Prokhorov, Artem & Schmidt, Peter, 2016.
"Endogeneity in stochastic frontier models,"
Journal of Econometrics, Elsevier, vol. 190(2), pages 280-288.
- Amsler, Christine & Artem, Prokhorov & Peter, Schmidt, 2015. "Endogeneity in Stochastic Frontier Models," Working Papers 2015-01, University of Sydney Business School, Discipline of Business Analytics.
- Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022.
"Stochastic Frontier Analysis: Foundations and Advances I,"
Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 8, pages 331-370,
Springer.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022. "Stochastic Frontier Analysis: Foundations and Advances II," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 9, pages 371-408, Springer.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2017. "Stochastic Frontier Analysis: Foundations and Advances," Working Papers 2017-10, University of Miami, Department of Economics.
- Subal C. Kumbhakar & Christopher F. Parameter & Valentin Zelenyuk, 2018. "Stochastic Frontier Analysis: Foundations and Advances," CEPA Working Papers Series WP022018, School of Economics, University of Queensland, Australia.
- Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010.
"Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia,"
Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
- Alem, Yonas & Bezabih, Mintewab & Kassie, Menale & Zikhali, Precious, 2009. "Does Fertilizer Use Respond to Rainfall Variability? Panel Data Evidence from Ethiopia," Working Papers in Economics 337, University of Gothenburg, Department of Economics.
- Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
- Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
- Kelvin Balcombe & Iain Fraser & Laure Latruffe & Mizanur Rahman & Laurence Smith, 2008.
"An application of the DEA double bootstrap to examine sources of efficiency in Bangladesh rice farming,"
Applied Economics, Taylor & Francis Journals, vol. 40(15), pages 1919-1925.
- Kelvin Balcombe & Iain Mcpherson Fraser & Laure Latruffe & Mizanur Rahman & Laurence Smith, 2008. "An Application of the DEA Double Bootstrap to Examine Sources of Efficiency in Bangladesh Rice Farming," Post-Print hal-00582068, HAL.
- Arega D. Alene, 2010. "Productivity growth and the effects of R&D in African agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 223-238, May.
- Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
- Ruhul A. Salim & Nazrul Islam, 2010.
"Exploring the impact of R&D and climate change on agricultural productivity growth: the case of Western Australia ,"
Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 561-582, October.
- Salim, Ruhul A. & Islam, Nazrul, 2010. "Exploring the impact of R&D and climate change on agricultural productivity growth: the case of Western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 1-22.
- Wang, Miao & Wong, M. C. Sunny, 2012. "International R&D Transfer and Technical Efficiency: Evidence from Panel Study Using Stochastic Frontier Analysis," World Development, Elsevier, vol. 40(10), pages 1982-1998.
- Hurley, Terrance M., 2010. "A review of agricultural production risk in the developing world," Working Papers 188476, HarvestChoice.
- Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015.
"A Practitioner's Guide to Stochastic Frontier Analysis Using Stata,"
Cambridge Books,
Cambridge University Press, number 9781107609464, September.
- Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107029514, October.
- Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
- Peter Schmidt, 2011. "One-step and two-step estimation in SFA models," Journal of Productivity Analysis, Springer, vol. 36(2), pages 201-203, October.
- Adetutu, Morakinyo O. & Ajayi, Victor, 2020. "The impact of domestic and foreign R&D on agricultural productivity in sub-Saharan Africa," World Development, Elsevier, vol. 125(C).
- Salvador Barrios & Luisito Bertinelli & Eric Strobl, 2010. "Trends in Rainfall and Economic Growth in Africa: A Neglected Cause of the African Growth Tragedy," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 350-366, May.
- Lyu, Syu-Jyun Larry & White, Fred C. & Lu, Yao-Chi, 1984. "Estimating Effects of Agricultural Research and Extension Expenditures on Productivity: A Translog Production Function Approach," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 16(2), pages 1-8, December.
- Sanzidur Rahman & Ruhul Salim, 2013. "Six Decades of Total Factor Productivity Change and Sources of Growth in Bangladesh Agriculture (1948–2008)," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 275-294, June.
- Marco Letta & Richard S. J. Tol, 2019.
"Weather, Climate and Total Factor Productivity,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(1), pages 283-305, May.
- Marco Letta & Richard S.J. Tol, 2016. "Weather, climate and total factor productivity," Working Paper Series 10216, Department of Economics, University of Sussex Business School.
- Jorgenson,Dale W. & Fukao,Kyoji & Timmer,Marcel P. (ed.), 2016. "The World Economy," Cambridge Books, Cambridge University Press, number 9781107143340, October.
- Alene, Arega D. & Coulibaly, Ousmane, 2009. "The impact of agricultural research on productivity and poverty in sub-Saharan Africa," Food Policy, Elsevier, vol. 34(2), pages 198-209, April.
- Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
- Juan Sesmero & Jacob Ricker-Gilbert & Aaron Cook, 2018. "How Do African Farm Households Respond to Changes in Current and Past Weather Patterns? A Structural Panel Data Analysis from Malawi," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 115-144.
- Lyu, Syu-Jyun Larry & White, Fred C. & Lu, Yao-Chi, 1984. "Estimating Effects Of Agricultural Research And Extension Expenditures On Productivity: A Translog Production Function Approach," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 16(2), pages 1-8, December.
- Fernando Garcia & Jorge Oliveira Pires, 2004.
"Productivity of Nations: a stochastic frontier approach to TFP decomposition,"
Econometric Society 2004 Latin American Meetings
292, Econometric Society.
- Pires, Jorge Oliveira & Garcia, Fernando, 2004. "Productivity of nations: a stochastic frontier approach to TFP decomposition," Textos para discussão 143, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
- Fuglie, Keith, 2015. "Accounting for growth in global agriculture," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 4(3), pages 1-34, December.
- Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
- Fulginiti, Lilyan E. & Perrin, Richard K., 1997.
"LDC agriculture: Nonparametric Malmquist productivity indexes,"
Journal of Development Economics, Elsevier, vol. 53(2), pages 373-390, August.
- Lilyan E. Fulginiti & Richard K. Perrin, 2005. "LDC Agriculture: Non-parametric Malmquist productivity indexes," Development and Comp Systems 0502025, University Library of Munich, Germany.
- Yiorgos Gadanakis & Francisco Jose Areal, 2018. "Measuring the Impact of Extreme Weather Phenomena on Total Factor Productivity of General Cropping Farms in East Anglia," International Journal of Food and Beverage Manufacturing and Business Models (IJFBMBM), IGI Global, vol. 3(1), pages 1-22, January.
- Shujie Yao & Zinan Liu, 1998. "Determinants of Grain Production and Technical Efficiency in China," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(2), pages 171-184, June.
- Andersen, Matthew A., 2015. "Public investment in U.S. agricultural R&D and the economic benefits," Food Policy, Elsevier, vol. 51(C), pages 38-43.
- Bocchiola, D. & Brunetti, L. & Soncini, A. & Polinelli, F. & Gianinetto, M., 2019. "Impact of climate change on agricultural productivity and food security in the Himalayas: A case study in Nepal," Agricultural Systems, Elsevier, vol. 171(C), pages 113-125.
- Maredia, Mywish K. & Byerlee, Derek & Pee, Peter, 2000. "Impacts of food crop improvement research: evidence from sub-Saharan Africa," Food Policy, Elsevier, vol. 25(5), pages 531-559, October.
- Jon P. Rezek & Randall C. Campbell & Kevin E. Rogers, 2011. "Assessing Total Factor Productivity Growth in Sub‐Saharan African Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(2), pages 357-374, June.
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.- Bannor, Frank & Dikgang, Johane & Kutela Gelo, Dambala, 2021. "Interdependence between research and development, climate variability and agricultural production: evidence from sub-Saharan Africa," MPRA Paper 105697, University Library of Munich, Germany.
- Pontus Mattsson & Jonas Mansson & William H. Greene, 2018. "TFP Change and its Components for Swedish Manufacturing Firms During the 2008-2009 Financial Crisis," Working Papers 18-27, New York University, Leonard N. Stern School of Business, Department of Economics.
- Adetutu, Morakinyo O. & Ajayi, Victor, 2020. "The impact of domestic and foreign R&D on agricultural productivity in sub-Saharan Africa," World Development, Elsevier, vol. 125(C).
- Pontus Mattsson & Jonas Månsson & William H. Greene, 2020. "TFP change and its components for Swedish manufacturing firms during the 2008–2009 financial crisis," Journal of Productivity Analysis, Springer, vol. 53(1), pages 79-93, February.
- Martini, Gianmaria & Scotti, Davide & Viola, Domenico & Vittadini, Giorgio, 2020. "Persistent and temporary inefficiency in airport cost function: An application to Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 999-1019.
- Mamonov Mikhail E. & Parmeter Christopher F. & Prokhorov Artem B., 2022. "Dependence modeling in stochastic frontier analysis," Dependence Modeling, De Gruyter, vol. 10(1), pages 123-144, January.
- Huynh, Cong Minh, 2022. "How does research and development affect the nexus of climate change and agricultural productivity in Asian and Pacific countries?," MPRA Paper 112628, University Library of Munich, Germany.
- Lien, Gudbrand & Kumbhakar, Subal C. & Alem, Habtamu, 2018. "Endogeneity, heterogeneity, and determinants of inefficiency in Norwegian crop-producing farms," International Journal of Production Economics, Elsevier, vol. 201(C), pages 53-61.
- Sickles, Robin C. & Hao, Jiaqi & Shang, Chenjun, 2015. "Panel Data and Productivity Measurement," Working Papers 15-018, Rice University, Department of Economics.
- Anbes Tenaye, 2020. "Technical Efficiency of Smallholder Agriculture in Developing Countries: The Case of Ethiopia," Economies, MDPI, vol. 8(2), pages 1-27, April.
- Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017.
"Public subsidies, TFP and efficiency: A tale of complex relationships,"
Research Policy, Elsevier, vol. 46(4), pages 751-767.
- Cristina Bernini & Augusto Cerqua & Guido Pellegrini, 2015. "Public subsidies, TFP and efficiency : a tale of complex relationships," Quaderni di Dipartimento 2, Department of Statistics, University of Bologna.
- Guido Pellegrini & Cristina Bernini & Augusto Cerqua, 2015. "Public subsidies, TFP and Efficiency: a tale of complex relationships," ERSA conference papers ersa15p461, European Regional Science Association.
- Forsund, Finn R. & Sarafoglou, Nikias, 2005.
"The tale of two research communities: The diffusion of research on productive efficiency,"
International Journal of Production Economics, Elsevier, vol. 98(1), pages 17-40, October.
- Førsund, Finn R. & Sarafoglou, Nikias, 2003. "The Tale of two Research Communities: The Diffusion of Research on Productive Efficiency," Memorandum 08/2003, Oslo University, Department of Economics.
- Finn R. Førsund & Nikias Sarafoglou, 2005. "The Tale of Two research Communities: The Diffusion of Research on Productive Efficiency," Department of Economics University of Siena 446, Department of Economics, University of Siena.
- Ali M. Oumer & Amin Mugera & Michael Burton & Atakelty Hailu, 2022. "Technical efficiency and firm heterogeneity in stochastic frontier models: application to smallholder maize farms in Ethiopia," Journal of Productivity Analysis, Springer, vol. 57(2), pages 213-241, April.
- Hayatullah Ahmadzai, 2022. "Hope for Change: Is Diversifying Production Portfolios an Ideal Strategy to Boost Farming Efficiency in Afghanistan?," Progress in Development Studies, , vol. 22(1), pages 7-31, January.
- Feitosa, Débora Gaspar & Araujo, Jair Andrade & Silva, Almir Bittencourt da, 2014. "Latin America: Total factor productivity and its components," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
- Alexander Bilson Darku & Stavroula Malla & Kien C. Tran, 2016. "Sources and Measurement of Agricultural Productivity and Efficiency in Canadian Provinces: Crops and Livestock," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(1), pages 49-70, March.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022.
"Stochastic Frontier Analysis: Foundations and Advances I,"
Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 8, pages 331-370,
Springer.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2022. "Stochastic Frontier Analysis: Foundations and Advances II," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 9, pages 371-408, Springer.
- Subal C. Kumbhakar & Christopher F. Parmeter & Valentin Zelenyuk, 2017. "Stochastic Frontier Analysis: Foundations and Advances," Working Papers 2017-10, University of Miami, Department of Economics.
- Subal C. Kumbhakar & Christopher F. Parameter & Valentin Zelenyuk, 2018. "Stochastic Frontier Analysis: Foundations and Advances," CEPA Working Papers Series WP022018, School of Economics, University of Queensland, Australia.
- Lachaud, Michée A. & Bravo-Ureta, Boris E., 2022. "A Bayesian statistical analysis of return to agricultural R&D investment in Latin America: Implications for food security," Technology in Society, Elsevier, vol. 70(C).
- MAIMOUNA DIAKITE & Jean-François BRUN, 2016.
"Tax Potential and Tax Effort: An Empirical Estimation for Non-Resource Tax Revenue and VAT’s Revenue,"
EcoMod2016
9537, EcoMod.
- Jean-François Brun & Maïmouna Diakite, 2016. "Tax Potential and Tax Effort: An Empirical Estimation for Non-resource Tax Revenue and VAT’s Revenue," Working Papers halshs-01332053, HAL.
- Jean-François BRUN & Maïmouna DIAKITE, 2016. "Tax Potential and Tax Effort: An Empirical Estimation for Non-resource Tax Revenue and VAT’s Revenue," Working Papers 201610, CERDI.
- Sickles, Robin C. & Song, Wonho & Zelenyuk, Valentin, 2018.
"Econometric Analysis of Productivity: Theory and Implementation in R,"
Working Papers
18-008, Rice University, Department of Economics.
- Robin C. Sickles & Wonho Song & Valentin Zelenyuk, 2018. "Econometric Analysis of Productivity: Theory and Implementation in R," CEPA Working Papers Series WP082018, School of Economics, University of Queensland, Australia.
More about this item
Keywords
climate change; data envelopment analysis; maize; total factor productivity; research and development; technical efficiency;All these keywords.
JEL classification:
- Q1 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture
- Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics
NEP fields
This paper has been announced in the following NEP Reports:- NEP-AGR-2021-03-08 (Agricultural Economics)
- NEP-EFF-2021-03-08 (Efficiency and Productivity)
- NEP-ENV-2021-03-08 (Environmental Economics)
Statistics
Access and download statisticsCorrections
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:zbw:esprep:231310. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zbwkide.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.