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
[81]   R&D, knowledge spillovers and company productivity performance [J].
O'Mahony, Mary ;
Vecchi, Michela .
RESEARCH POLICY, 2009, 38 (01) :35-44
[82]  
OECD, 2015, FUT PROD
[83]   Does upstream regulation matter when measuring the efficiency impact of information technology? Evidence across EU and US industries [J].
Papaioannou, Sotiris K. ;
Dimelis, Sophia P. .
INFORMATION ECONOMICS AND POLICY, 2017, 41 :67-80
[84]  
Patel P., 1988, STI REV, V4, P133
[85]  
Perelman S., 2005, REV INCOME WEALTH, V41, P349
[86]   Estimation and inference in large heterogeneous panels with a multifactor error structure [J].
Pesaran, M. Hashem .
ECONOMETRICA, 2006, 74 (04) :967-1012
[87]   The productivity paradox: A meta-analysis [J].
Polak, Petr .
INFORMATION ECONOMICS AND POLICY, 2017, 38 :38-54
[88]  
Polder M., 2017, ZEW C EC INF COMM TE
[89]  
Rowlatt A., 2001, EC TRENDS, V575, P30
[90]   R&D and growth: The missing link? [J].
Samaniego, Roberto M. .
MACROECONOMIC DYNAMICS, 2007, 11 (05) :691-714