Modelling the joint impact of R&D and ICT on productivity: A frontier analysis approach

被引:73
作者
Pieri, Fabio [1 ]
Vecchi, Michela [2 ,3 ]
Venturini, Francesco [3 ,4 ]
机构
[1] Univ Trento, Dept Econ & Management, Via Inama 5, I-38122 Trento, Italy
[2] Middlesex Univ, Business Sch, London NW4 4BT, England
[3] NIESR, 2 Dean Trench St,Smith Sq, London W1P 3HE, England
[4] Univ Perugia, Dept Econ, Via Pascoli 20, I-06123 Perugia, Italy
关键词
Research & development; Information and communication technology; Productivity; Stochastic Frontier Models; INFORMATION-TECHNOLOGY; KNOWLEDGE SPILLOVERS; TECHNICAL EFFICIENCY; SCHUMPETERIAN PATTERNS; GROWTH; INNOVATION; EU; INVESTMENT; LEVEL; INDUSTRIES;
D O I
10.1016/j.respol.2018.06.013
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This study explores the channels through which technological investments affect productivity performance of industrialized economies. Using a Stochastic Frontier Model (SFM) we estimate the productivity effects of R&D and ICT for a large sample of OECD industries between 1973 and 2007, identifying four channels of transmission: input accumulation, technological change, technical efficiency and spillovers. Our results show that ICT has been particularly effective in reducing production inefficiency and in generating inter-industry spillovers, while R&D has raised the rate of technical change and favoured knowledge spillovers within sectors. We also quantify the contribution of technological investments to output and total factor productivity growth documenting that R&D and ICT accounted for almost 95% of productivity growth in the OECD area.
引用
收藏
页码:1842 / 1852
页数:11
相关论文
共 108 条
[1]   ICT use and total factor productivity growth: intangible capital or productive externalities? [J].
Acharya, Ram C. .
OXFORD ECONOMIC PAPERS-NEW SERIES, 2016, 68 (01) :16-39
[2]  
Aghion P, 1998, ENDOGENOUS GROWTH TH
[3]  
Aigner D., 1977, J. Econometrics, V6, P21, DOI DOI 10.1016/0304-4076(77)90052-5
[4]  
Andrews D., 2015, OECD PRODUCTIVITY WO, V2
[5]  
[Anonymous], 2007, 408 BUR LAB STAT
[6]  
[Anonymous], 2016, 4 IND REVOLUTION
[7]  
[Anonymous], 2017, White paper
[8]  
[Anonymous], 2008, ECON POLICY
[9]   Is Europe becoming the most dynamic knowledge economy in the world? [J].
Archibugi, D ;
Coco, A .
JCMS-JOURNAL OF COMMON MARKET STUDIES, 2005, 43 (03) :433-459
[10]   Productivity Spillovers Across Countries and Industries: New Evidence From OECD Countries [J].
Badinger, Harald ;
Egger, Peter .
OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2016, 78 (04) :501-521