A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway

Previous application of the stochastic frontier model and subsequent measurement of the performance of the crop sector can be criticized for the estimated production function relying on the assumption that the underlying technology is the same for different agricultural systems. This paper contribut...

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Main Author: Habtamu Alem
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Economies
Subjects:
Online Access:https://www.mdpi.com/2227-7099/9/1/10
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author Habtamu Alem
author_facet Habtamu Alem
author_sort Habtamu Alem
collection DOAJ
description Previous application of the stochastic frontier model and subsequent measurement of the performance of the crop sector can be criticized for the estimated production function relying on the assumption that the underlying technology is the same for different agricultural systems. This paper contributes to estimating regional efficiency and the technological gap in Norwegian grain farms using the stochastic metafrontier approach. For this study, we classified the country into regions with district level of development and, hence, production technologies. The dataset used is farm-level balanced panel data for 19 years (1996–2014) with 1463 observations from 196 family farms specialized in grain production. The study used the true random effect model and stochastic metafrontier analysis to estimate region level technical efficiency (TE) and technology gap ratio (TGR) in the two main grain-producing regions of Norway. The result of the analysis shows that farmers differ in performance and technology use. Consequently, the paper gives some regionally and farming system-based policy insights to increase grain production in the country to achieve self-sufficiency and small-scale farming in all regions.
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spelling doaj.art-2d5e71792ba04de3a93286a8aa9ba9ec2023-12-03T11:57:53ZengMDPI AGEconomies2227-70992021-02-01911010.3390/economies9010010A Metafrontier Analysis on the Performance of Grain-Producing Regions in NorwayHabtamu Alem0A Research Scientist, Department of Economics and Society, Norwegian Institute of Bioeconomy Research (NIBIO), Raveien 9, 1430 ÅS, NorwayPrevious application of the stochastic frontier model and subsequent measurement of the performance of the crop sector can be criticized for the estimated production function relying on the assumption that the underlying technology is the same for different agricultural systems. This paper contributes to estimating regional efficiency and the technological gap in Norwegian grain farms using the stochastic metafrontier approach. For this study, we classified the country into regions with district level of development and, hence, production technologies. The dataset used is farm-level balanced panel data for 19 years (1996–2014) with 1463 observations from 196 family farms specialized in grain production. The study used the true random effect model and stochastic metafrontier analysis to estimate region level technical efficiency (TE) and technology gap ratio (TGR) in the two main grain-producing regions of Norway. The result of the analysis shows that farmers differ in performance and technology use. Consequently, the paper gives some regionally and farming system-based policy insights to increase grain production in the country to achieve self-sufficiency and small-scale farming in all regions.https://www.mdpi.com/2227-7099/9/1/10grain productionmetafrontierpanel dataregional developmenttechnical efficiency
spellingShingle Habtamu Alem
A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
Economies
grain production
metafrontier
panel data
regional development
technical efficiency
title A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
title_full A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
title_fullStr A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
title_full_unstemmed A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
title_short A Metafrontier Analysis on the Performance of Grain-Producing Regions in Norway
title_sort metafrontier analysis on the performance of grain producing regions in norway
topic grain production
metafrontier
panel data
regional development
technical efficiency
url https://www.mdpi.com/2227-7099/9/1/10
work_keys_str_mv AT habtamualem ametafrontieranalysisontheperformanceofgrainproducingregionsinnorway
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