DOES ECONOMIC FREEDOM AFFECT THE PRODUCTION FRONTIER? A SEMIPARAMETRIC APPROACH WITH PANEL DATA

被引:8
作者
Zhang, Fan [1 ]
Hall, Joshua [2 ]
Yao, Feng [2 ]
机构
[1] Ripon Coll, Dept Business Management, Ripon, WI 54971 USA
[2] West Virginia Univ, Dept Econ, Morgantown, WV 26506 USA
关键词
NONPARAMETRIC-ESTIMATION; TECHNICAL INEFFICIENCY; CROSS-COUNTRY; GROWTH; INSTITUTIONS; INVESTMENT; EFFICIENCY; MODELS; LIKELIHOOD; WORLD;
D O I
10.1111/ecin.12548
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper applies a multistep semiparametric stochastic production frontier estimator to investigate the effects of economic freedom (EF) on the production frontier and technical efficiency. We allow output elasticities and technical efficiency to depend on EF, estimate a smooth coefficient stochastic production frontier, and compare with parametric alternatives. Our results highlight the flexibility of semiparametric approaches as we find parametric approaches are too restrictive in estimating marginal productivity. Output elasticities of labor, human capital, and physical capital vary with the level of EF and our average efficiency estimates are at least 20% higher than those obtained from parametric counterparts. (JEL C14, O43)
引用
收藏
页码:1380 / 1395
页数:16
相关论文
共 50 条
[41]   How does land fragmentation affect off-farm labor supply: panel data evidence from China [J].
Jia, Lili ;
Petrick, Martin .
AGRICULTURAL ECONOMICS, 2014, 45 (03) :369-380
[42]   Does the Geographic Expansion of Microfinance Branches Affect Profitability? Panel Data Evidence from Sub-Saharan Africa [J].
Chikalipah, Sydney .
JOURNAL OF INTERNATIONAL DEVELOPMENT, 2019, 31 (05) :393-410
[43]   THE EFFECT OF ECONOMIC AND CULTURAL FACTORS ON ENTREPRENEURIAL ACTIVITY: AN APPROACH THROUGH FRONTIER PRODUCTION MODELS [J].
Ortega Irizo, Francisco Javier ;
Gavilan Ruiz, Jose Manuel ;
Jaen Figueroa, Inmaculada .
REVISTA DE ECONOMIA MUNDIAL, 2020, (55) :25-48
[44]   Effects of oil production on economic growth in Eurasian countries: Panel ARDL approach [J].
Bildirici, Melike Elif ;
Kayikci, Fazil .
ENERGY, 2013, 49 :156-161
[45]   The Impact of Institutions on Economic Growth in Sub-Saharan Africa: Evidence from a Panel Data Approach [J].
Giorgis, Kokeb G. .
STUDIES ON ECONOMIC DEVELOPMENT AND GROWTH IN SELECTED AFRICAN COUNTRIES, 2017, :63-78
[46]   Determinants of renewable energy production in transition economies: A panel data approach [J].
Przychodzen, Wojciech ;
Przychodzen, Justyna .
ENERGY, 2020, 191
[47]   Does graduate human capital production increase local economic development? An instrumental variable approach [J].
Amendola, Adalgiso ;
Barra, Cristian ;
Zotti, Roberto .
JOURNAL OF REGIONAL SCIENCE, 2020, 60 (05) :959-994
[48]   Stochastic data envelopment analysis: A quantile regression approach to estimate the production frontier [J].
Jradi, Samah ;
Ruggiero, John .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 278 (02) :385-393
[49]   PROGRESSIVE TAXATION AND ECONOMIC DEVELOPMENT IN EU COUNTRIES. A PANEL DATA APPROACH [J].
Husman, Ionut ;
Brezeanu, Petre .
ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2021, 55 (01) :285-300
[50]   A meta-frontier network data envelopment analysis approach for the measurement of technological bias with network production structure [J].
Yu, Ming-Miin ;
Chen, Li-Hsueh .
ANNALS OF OPERATIONS RESEARCH, 2020, 287 (01) :495-514