A command to fit spatial stochastic frontier models with inefficiency spillovers

被引:0
|
作者
Du, Kerui [1 ]
Galli, Federica [2 ]
Wang, Luojia [1 ]
机构
[1] Xiamen Univ, Sch Management, Xiamen, Peoples R China
[2] Univ Bologna, Dept Stat Sci Paolo Fortunati, Bologna, Italy
来源
STATA JOURNAL | 2025年 / 25卷 / 01期
基金
中国国家自然科学基金;
关键词
st0771; sfsd; spatial stochastic frontier models; spillover effects; technical efficiency; inefficiency spillovers; PANEL-DATA; CLUSTERS;
D O I
10.1177/1536867X251322970
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
The interdependence among decision-making units challenges the assumption of cross-sectional independence in traditional stochastic frontier models. Based on the seminal spatial Durbin specification for the frontier function, Galli (2023, Journal of the Royal Statistical Society, C ser., 72: 346-367) introduced inefficiency spillovers to measure neighborhood effects related to the inefficiency determinants. This article presents a new command, sfsd, that fits the comprehensive spatial stochastic frontier model that Galli (2023) proposed, accommodating various spatial and nonspatial specifications in both the frontier and the inefficiency equations. sfsd is the first command that includes different typologies of spatial spillovers in a stochastic frontier framework, facilitating the investigation of contemporary research topics such as agglomeration and technology diffusion at both the firm and the regional levels. The description, options, and illustrative examples for the command are outlined in this article.
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收藏
页码:189 / 211
页数:23
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