Abdul-Rahaman, A. ; Abdulai, A. Do farmer groups impact on farm yield and efficiency of smallholder farmers? Evidence from rice farmers in northern Ghana. 2018 Food Policy. 81 95-105
Abdul-Rahaman, A. ; Issahaku, G. ; Zereyesus, Y.A. Improved rice variety adoption and farm production efficiency: accounting for unobservable selection bias and technology gaps among smallholder farmers in Ghana. 2021 Technol. Soc.. 64 -
Ahmad, M. ; Bravo-Ureta, B.E. Technical efficiency meeasures for dairy farms using panel data: a comparison of alternative model specifications. 1996 J. Prod. Anal.. 7 399-415
Amsler, C. ; O’Donnell, C.J. ; Schmidt, P. Stochastic metafrontiers. 2017 Econ. Rev.. 36 1007-1020
Amsler, C. ; Prokhorov, A. ; Schmidt, P. Endogeneity in stochastic frontier models. 2016 J. Econ.. 190 280-288
Angrist, J.D. ; Pischke, J.-S. Mostly Harmless Econometrics: An empiricist’s Companion. 2009 Princeton University Press: Princeton
- Austin, P.C. ; Stuart, E.A. Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. 2015 Stat. Med.. 34 3661-3679
Paper not yet in RePEc: Add citation now
Baccouche, R. ; Kouki, M. Stochastic production frontier and technical inefficiency: a sensitivity analysis. 2003 Econ. Rev.. 22 79-91
Battese, G.E. ; Rao, D.S.P. ; O’Donnell, C.J. A metafrontier production function for estimation of technical efficiencies and technology gaps for firms operating under different technologies. 2004 J. Prod. Anal.. 21 91-103
Battese, G.E. ; Rao, P.D.S. Technology gap, efficiency, and a stochastic metafrontier function. 2002 Int. J. Bus. Econ.. 1 87-93
- Belay, A. ; Recha, J.W. ; Woldeamanuel, T. ; Morton, J.F. Smallholder farmers’ adaptation to climate change and determinants of their adaptation decisions in the central Rift Valley of Ethiopia. 2017 Agric. Food Secur.. 6 -
Paper not yet in RePEc: Add citation now
- Berre, D. ; Corbeels, M. ; Rusinamhodzi, L. ; Mutenje, M. ; Thierfelder, C. ; Lopez-Ridaura, S. Thinking beyond agronomic yield gap: smallholder farm efficiency under contrasted livelihood strategies in Malawi. 2017 Field Crop Res.. 214 113-122
Paper not yet in RePEc: Add citation now
Bokusheva, R. ; Hockmann, H. Production risk and technical inefficiency in Russian agriculture. 2006 Eur. Rev. Agric. Econ.. 33 93-118
Bravo-Ureta, B.E. Stochastic frontiers, productivity effects and development projects. 2014 Econ. Bus. Lett.. 3 51-58
Bravo-Ureta, B.E. ; Greene, W. ; Solís, D. Technical efficiency analysis correcting for biases from observed and unobserved variables: an application to a natural resource management project. 2012 Empir. Econ.. 43 55-72
Bravo-Ureta, B.E. ; Higgins, D. ; Arslan, A. Irrigation infrastructure and farm productivity in the Philippines: a stochastic meta-frontier analysis. 2020 World Dev.. 135 1-15
Bravo-Ureta, B.E. ; Moreira, V.H. ; Troncoso, J.L. ; Wall, A. Plot-level technical efficiency accounting for farm-level effects: evidence from Chilean wine grape producers. 2020 Agric. Econ.. 51 811-824
Bravo-Ureta, B.E. ; Solís, D. ; Moreira, V.H. ; Maripani, J.F. ; Thiam, A. ; Rivas, T. Technical efficiency in farming: a meta-regression analysis. 2007 J. Prod. Anal.. 27 57-72
Caliendo, M. ; Kopeinig, S. Some practical guidance for the implementation of propensity score matching. 2008 J. Econ. Surv.. 22 31-72
- Chikowo, R. ; Snapp, S. ; Hoeschle-Zeledon, I. Groundnut production in Malawi: The cash 'cow' and butter that nourishes families. 2015 En : Brief 36. Africa RISING:
Paper not yet in RePEc: Add citation now
- Chowa, C. ; Garforth, C. ; Cardey, S. Farmer experience of pluralistic agricultural extension, Malawi. 2013 J. Agric. Educ. Ext.. 19 147-166
Paper not yet in RePEc: Add citation now
- Conway, G. ; Ruttan, V. ; Serageldin, I. The Doubly Green Revolution: Food for all in the Twenty-First Century. 1997 Cornell University Press:
Paper not yet in RePEc: Add citation now
- Denning, G. ; Kabambe, P. ; Sanchez, P. ; Malik, A. ; Flor, R. ; Harawa, R. ; Nkhoma, P. ; Zamba, C. ; Banda, C. ; Magombo, C. ; Keating, M. ; Wangila, J. ; Sachs, J. Input subsidies to improve smallholder maize productivity in Malawi: toward an african green revolution. 2009 PLoS Biol.. 7 -
Paper not yet in RePEc: Add citation now
Diewert, W. Functional forms for profit and transformation functions. 1973 J. Econ. Theory. 6 284-316
- Drake, W.L. ; Jordan, D.L. ; Johnson, P.D. ; Shew, B.B. ; Brandenburg, R.L. ; Corbett, T. Peanut response to planting date, tillage, and cultivar in North Carolina. 2014 Agron. J.. 106 486-490
Paper not yet in RePEc: Add citation now
- Edriss, A.-K. Gender differential in groundnut productivity in sub-Saharan Africa: the case of Lilongwe and Salima ADDs. 2005 Bunda J. Agric. Environ. Sci. Technol.. 3 29-37
Paper not yet in RePEc: Add citation now
- Exagris Africa, Procedures for Using Exagris Land. 2014 Exagris Africa Ltd:
Paper not yet in RePEc: Add citation now
Fisher, M. ; Kandiwa, V. Can agricultural input subsidies reduce the gender gap in modern maize adoption? Evidence from Malawi. 2014 Food Policy. 45 101-111
Foster, A. ; Rosenzweig, M. Are there Too Many Farms in the World? Labor-Market Transaction Costs, Machine Capacities and Optimal Farm Size. NBER Working Paper Series 23909. 2017 National Bureau of Economic Research: Cambridge, MA
- Fuglie, K.O. ; Rada, N.E. Constraints to raising agricultural productivity in sub-Saharan Africa. 2012 En : Fuglie, K.O. ; Wang, S.L. ; Ball, V.E. Productivity Growth in Agriculture: An International Perspective. CABI: Wallingford
Paper not yet in RePEc: Add citation now
González-Flores, M. ; Bravo-Ureta, B.E. ; Solís, D. ; Winters, P. The impact of high value markets on smallholder productivity in the Ecuadorean sierra: a stochastic production frontier approach correcting for selectivity bias. 2014 Food Policy. 44 237-247
Greene, W. A stochastic frontier model with correction for sample selection. 2010 J. Prod. Anal.. 34 15-24
Greene, W. Econometric Analysis. 2018 Prentice Hall: Boston
- Greene, W. NLOGIT6 Software. 2016 Econometric Software Inc.:
Paper not yet in RePEc: Add citation now
- Guo, S. ; Fraser, M.W. Propensity Score Analysis: Statistical Methods and Applications. 2015 SAGE: Los Angeles
Paper not yet in RePEc: Add citation now
Hayami, Y. Sources of agricultural productivity gap among selected countries. 1969 Am. J. Agric. Econ.. 51 564-575
Hayami, Y. ; Ruttan, V.W. Agricultural productivity differences among countries. 1970 Am. Econ. Rev.. 60 895-911
Heckman, J.J. Sample selection bias as a specification error. 1979 Econometrica. 47 153-
Henningsen, A. ; Henning, C.H.C.A. Imposing regional monotonicity on translog stochastic production frontiers with a simple three-step procedure. 2009 J. Prod. Anal.. 32 217-229
- Highfill, R. ; Moore, A. ; McNamara, P. Youth in Agriculture: Integrating Youth into Extension Systems in Central Malawi. 2017 USAID SANE:
Paper not yet in RePEc: Add citation now
Ho, D.E. ; Imai, K. ; King, G. ; Stuart, E.A. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. 2007 Polit. Anal.. 15 199-236
Huang, C.J. ; Huang, T.-H. ; Liu, N.-H. A new approach to estimating the metafrontier production function based on a stochastic frontier framework. 2014 J. Prod. Anal.. 42 241-254
Jayne, T.S. ; Chamberlin, J. ; Headey, D.D. Land pressures, the evolution of farming systems, and development strategies in Africa: a synthesis. 2014 Food Policy. 48 1-17
- John, I. ; Snapp, S. ; Nord, A. ; Chimonyo, V. ; Gwenambira, C. ; Chikowo, R. Marginal more than mesic sites benefit from groundnut diversification of maize: increased yield, protein, stability, and profits. 2021 Agric. Ecosyst. Environ.. 320 -
Paper not yet in RePEc: Add citation now
Jondrow, J. ; Lovell, C.A.K. ; Materov, I.S. ; Schmidt, P. On the estimation of technical inefficiency in the stochastic frontier production function model. 1982 J. Econ.. 19 233-238
- Jordan, B.S. ; Culbreath, A.K. ; Brenneman, T.B. ; Kemerait, R.C. ; Stevenson, K.L. Effect of planting date and peanut cultivar on epidemics of late leaf spot in Georgia. 2019 Plant Dis.. 103 990-995
Paper not yet in RePEc: Add citation now
Karagiannis, G. ; Kellermann, M. Stochastic frontier models with correlated effects. 2019 J. Prod. Anal.. 51 175-187
Kernecker, M. ; Seufert, V. ; Chapman, M. Farmer-centered ecological intensification: using innovation characteristics to identify barriers and opportunities for a transition of agroecosystems towards sustainability. 2021 Agric. Syst.. 191 -
- Khandker, S. ; Koolwal, G.B. ; Samad, H.A. ; Koolwal, B. ; Samad, H. Handbook on Impact Evaluation. Quantitative Methods and Practices. 2009 The World Bank: Washington, D.C
Paper not yet in RePEc: Add citation now
Kilic, T. ; Palacios-López, A. ; Goldstein, M. Caught in a productivity trap: a distributional perspective on gender differences in Malawian agriculture. 2015 World Dev.. 70 416-463
- Komarek, A.M. ; Koo, J. ; Haile, B. ; Msangi, S. ; Azzarri, C. Trade-offs and synergies between yield, labor, profit, and risk in Malawian maize-based cropping systems. 2018 Agron. Sustain. Dev.. 38 32-
Paper not yet in RePEc: Add citation now
- Kumbhakar, S.C. ; Lovell, C.A.K. Stochastic Frontier Analysis. 2000 Cambridge University Press:
Paper not yet in RePEc: Add citation now
Kumbhakar, S.C. ; Tsionas, E.G. ; Sipiläinen, T. Joint estimation of technology choice and technical efficiency: an application to organic and conventional dairy farming. 2009 J. Prod. Anal.. 31 151-161
Kutlu, L. Battese-Coelli Estimator with Endogenous Regressors. 2010 :
- Lai, H. ; Polacheck, S. ; Wang, H. Estimation of a Stochastic Frontier Model with a Sample Selection Problem. Working Paper. 2009 National Chung Cheng University:
Paper not yet in RePEc: Add citation now
- Lawin, K.G. ; Tamini, L.D. Tenure security and farm efficiency analysis correcting for biases from observed and unobserved variables: evidence from Benin. 2018 J. Agric. Econ.. 70 116-134
Paper not yet in RePEc: Add citation now
- MacKinnon, J.G. Thirty years of Heteroskedasticity-robust inference. 2013 En : Chen, X. ; Swanson, N.R. Recent Advances and Future Directions in Causality, Prediction, and Specification Analysis. Springer: New York, New York, NY
Paper not yet in RePEc: Add citation now
- Marie, M. ; Yirga, F. ; Haile, M. ; Tquabo, F. Farmers’ choices and factors affecting adoption of climate change adaptation strategies: evidence from northwestern Ethiopia. 2020 Heliyon. 6 -
Paper not yet in RePEc: Add citation now
- Marinus, W. ; Descheemaeker, K.K. ; van de Ven, G.W. ; Waswa, W. ; Mukalama, J. ; Vanlauwe, B. ; Giller, K.E. “That is my farm” – an integrated co-learning approach for whole-farm sustainable intensification in smallholder farming. 2021 Agric. Syst.. 188 -
Paper not yet in RePEc: Add citation now
- Marter-Kenyon, J. Drivers of Groundnut Planting Date Decisions in Malawi. 2020 Peanut Innovation Lab, University of Georgia, Peanut Innovation Lab Research Report:
Paper not yet in RePEc: Add citation now
- Mkandawire, L.M. The Effects of Plant Population, Planting and Harvesting Dates on Yield and Aflatoxin Contamination in Groundnut (Arachis hypogea L.). 2018 :
Paper not yet in RePEc: Add citation now
- MoAIWD, Agricultural Production Estimates Survey (APES), Third Round Report. 2017 Malawi Ministry of Agriculture, Irrigation and Water Development: Lilongwe, Malawi
Paper not yet in RePEc: Add citation now
Munthali, K. ; Murayama, Y. Interdependences between smallholder farming and environmental Management in Rural Malawi: a case of agriculture-induced environmental degradation in Malingunde extension planning area (EPA). 2013 Land. 2 158-175
- Naab, J.B. ; Tsigbey, F.K. ; Prasad, P. ; Boote, K.J. ; Bailey, J.E. ; Brandenburg, R.L. Effects of sowing date and fungicide application on yield of early and late maturing peanut cultivars grown under rainfed conditions in Ghana. 2005 Crop Prot.. 24 325-332
Paper not yet in RePEc: Add citation now
- Ngwira, A.R. ; Kabambe, V. ; Simwaka, P. ; Makoko, K. ; Kamoyo, K. Productivity and profitability of maize-legume cropping systems under conservation agriculture among smallholder farmers in Malawi. 2020 Acta Agric. Scand. Sect. B. 70 241-251
Paper not yet in RePEc: Add citation now
Nhemachena, C. ; Hassan, R. Micro-level analysis of farmers' adaptation to climate change in southern Africa. 2007 En : IFPRI Discussion Paper 00714. IFPRI: Washington D.C
Nin-Pratt, A. Inputs, Productivity, and Agricultural Growth in Africa South of the Sahara. 2015 IFPRI:
Njuki, E. ; Bravo-Ureta, B.E. ; O’Donnell, C.J. A new look at the decomposition of agricultural productivity growth incorporating weather effects. 2018 PLoS One. 13 1-21
- Nyirenda, N.E. ; Cusack, T.J. ; Saka, V.W. Groundnut agronomy research in Malawi: past achievements and future priorities. 1992 En : Proceedings of the Fifth Regional Groundnut Workshop for Southern Africa, Lilongwe, Malawi. 9-12 March. ICRISAT: Patancheru, India
Paper not yet in RePEc: Add citation now
O'Donnell, C.J. Productivity and Efficiency Analysis. An Economic Approach to Measuring and Explaining Managerial Performance. 2018 Springer Singapore: Singapore
O’Donnell, C.J. ; Coelli, T.J. A Bayesian approach to imposing curvature on distance functions. 2005 J. Econ.. 126 493-523
O’Donnell, C.J. ; Rao, D.S.P. ; Battese, G.E. Metafrontier frameworks for the study of firm-level efficiencies and technology ratios. 2008 Empir. Econ.. 34 231-255
Ogundari, K. The paradigm of agricultural efficiency and its implication on food security in Africa: what does meta-analysis reveal?. 2014 World Dev.. 64 690-702
- Olagunju, K.O. ; Ogunniyi, A.I. ; Oyetunde-Usman, Z. ; Omotayo, A.O. ; Awotide, B.A. Does agricultural cooperative membership impact technical efficiency of maize production in Nigeria: an analysis correcting for biases from observed and unobserved attributes. 2021 PLoS One. 16 -
Paper not yet in RePEc: Add citation now
- Owusu, E.S. ; Bravo-Ureta, B.E. Benefits and Costs of Groundnut and Soybean Production: A Farm Level Analysis for Malawi. 2019 University of Connecticut Research Report:
Paper not yet in RePEc: Add citation now
- Owusu, E.S. ; Bravo-Ureta, B.E. Gender and productivity differentials in smallholder groundnut farming in Malawi: accounting for technology differences. 2021 J. Dev. Stud.. 1–25 -
Paper not yet in RePEc: Add citation now
- Philipp, J. Facts about Child Labor in Africa. 2019 The Borgen Project:
Paper not yet in RePEc: Add citation now
- Polo, K. Linking Smallholder and Commercial Farms: A Strategy for Tackling SDG 2. 2015 Devex:
Paper not yet in RePEc: Add citation now
- Pretty, J. ; Bharucha, Z.P. Sustainable intensification in agricultural systems. 2014 Ann. Bot.. 114 1571-1596
Paper not yet in RePEc: Add citation now
- Ragasa, C. ; Mthinda, C. Agricultural extension in Malawi. 2020 En : Davis, K.E. ; Babu, S.C. ; Ragasa, C. Agricultural Extension. Global status and Performance in Selected Countries. International Food Policy Research Institute: Washington, DC
Paper not yet in RePEc: Add citation now
- Rosenbaum, P.R. ; Rubin, D.B. The central role of the propensity score in observational studies for causal effects. 1983 Biometrika. 70 41-55
Paper not yet in RePEc: Add citation now
Sauer, J. ; Frohberg, K. ; Hockmann, H. Stochastic efficiency measurement: the curse of theoretical consistency. 2006 J. Appl. Econ.. 9 139-165
Schut, M. ; van Asten, P. ; Okafor, C. ; Hicintuka, C. ; Mapatano, S. ; Nabahungu, N.L. ; Kagabo, D. ; Muchunguzi, P. ; Njukwe, E. ; Dontsop-Nguezet, P.M. ; Sartas, M. ; Vanlauwe, B. Sustainable intensification of agricultural systems in the central African highlands: the need for institutional innovation. 2016 Agric. Syst.. 145 165-176
Sherlund, S.M. ; Barrett, C.B. ; Adesina, A.A. Smallholder technical efficiency controlling for environmental production conditions. 2002 J. Dev. Econ.. 69 85-101
- Shikuku, K.M. ; Winowiecki, L. ; Twyman, J. ; Eitzinger, A. ; Perez, J.G. ; Mwongera, C. ; Läderach, P. Smallholder farmers’ attitudes and determinants of adaptation to climate risks in East Africa. 2017 Clim. Risk Manag.. 16 234-245
Paper not yet in RePEc: Add citation now
- Shongwe, P. ; Masuku, M.B. ; Manyatsi, A.M. Factors influencing the choice of climate change adaptation strategies by households: a case of Mpolonjeni area development Programme (ADP) in Swaziland. 2014 J. Agric. Stud.. 2 86-
Paper not yet in RePEc: Add citation now
- Smith, J. It’s time for Malawi to quit tobacco. 2018 En : The Conversation. :
Paper not yet in RePEc: Add citation now
Thiam, A. ; Bravo-Ureta, B.E. ; Rivas, T.E. Technical efficiency in developing country agriculture: a meta-analysis. 2001 Agric. Econ.. 25 235-243
- Tsusaka, T.W. ; Msere, H.W. ; Siambi, M. ; Mazvimavi, K. ; Okori, P. Evolution and impacts of groundnut research and development in Malawi: an ex-post analysis. 2016 Afr. J. Agric. Res.. 11 139-158
Paper not yet in RePEc: Add citation now
- USAID, Gender Considerations for Researchers Working in Groundnuts. 2018 United States Agency for International Development:
Paper not yet in RePEc: Add citation now
van Dijk, M. ; Morley, T. ; Jongeneel, R. ; van Ittersum, M. ; Reidsma, P. ; Ruben, R. Disentangling agronomic and economic yield gaps: an integrated framework and application. 2017 Agric. Syst.. 154 90-99
Villano, R. ; Bravo-Ureta, B.E. ; Solís, D. ; Fleming, E. Modern rice technologies and productivity in the Philippines: disentangling technology from managerial gaps. 2015 J. Agric. Econ.. 66 129-154
- Waongo, M. ; Laux, P. ; Kunstmann, H. Adaptation to climate change: the impacts of optimized planting dates on attainable maize yields under rainfed conditions in Burkina Faso. 2015 Agric. For. Meteorol.. 205 23-39
Paper not yet in RePEc: Add citation now
- Wetterhall, F. ; Winsemius, H.C. ; Dutra, E. ; Werner, M. ; Pappenberger, E. Seasonal predictions of agro-meteorological drought indicators for the Limpopo basin. 2015 Hydrol. Earth Syst. Sci.. 19 2577-2586
Paper not yet in RePEc: Add citation now
Wooldridge, J.M. Econometric Analysis of Cross Section and Panel Data. 2010 MIT Press: Cambridge, Mass
- World Bank, Survey Solutions. 2020 The World Bank:
Paper not yet in RePEc: Add citation now
- World Bank, World Development Report 2008. Agriculture for Development. 2007 The World Bank:
Paper not yet in RePEc: Add citation now
Zellner, A. ; Kmenta, J. ; Dreze, J. Specification and estimation of cobb-Douglas production function models. 1966 Econometrica. 34 784-
Zheng, H. ; Ma, W. ; Wang, F. ; Li, G. Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis. 2021 Food Policy. 102044 -