Abstract
In this paper, we present a research framework with data envelopment analysis (DEA) approach to evaluate a nation's technology efficiency and effectiveness in ASEAN countries. The study proposes two outputs, patents and licenses (PL) and technology exports (TE) along with three inputs, information and communication technology (ICT), R&D (RD), and governance capability (GC) in the model. Building on evidence from our research, we found that country has better outcome in PL can be derived from better application in ICT which in terms of TE to RD and GC as well. Additional findings also revealed the variable of ICT is mainly advantageous to technology efficiency in ASEAN countries. Further, from the viewpoint of country, our results indicate both Singapore and the Philippines are the most efficient countries among the variables in technology efficiency, scale efficiency, and window analysis as well. Moreover, our findings suggested some other countries may explore the suitable strategy to enhance their technology efficiency with benchmarking countries.
| Original language | English |
|---|---|
| Pages (from-to) | 6856-6865 |
| Number of pages | 10 |
| Journal | Expert Systems With Applications |
| Volume | 38 |
| Issue number | 6 |
| DOIs | |
| Publication status | Published - 2011 Jun 1 |
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All Science Journal Classification (ASJC) codes
- Engineering(all)
- Computer Science Applications
- Artificial Intelligence
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Building the measurement framework of technology efficiency with technology development and management capability - Evidence from the ASEAN countries. / Chien, Shih Chien; Wang, Tai-Yue; Lin, Su Li.
In: Expert Systems With Applications, Vol. 38, No. 6, 01.06.2011, p. 6856-6865.Research output: Contribution to journal › Article
TY - JOUR
T1 - Building the measurement framework of technology efficiency with technology development and management capability - Evidence from the ASEAN countries
AU - Chien, Shih Chien
AU - Wang, Tai-Yue
AU - Lin, Su Li
PY - 2011/6/1
Y1 - 2011/6/1
N2 - In this paper, we present a research framework with data envelopment analysis (DEA) approach to evaluate a nation's technology efficiency and effectiveness in ASEAN countries. The study proposes two outputs, patents and licenses (PL) and technology exports (TE) along with three inputs, information and communication technology (ICT), R&D (RD), and governance capability (GC) in the model. Building on evidence from our research, we found that country has better outcome in PL can be derived from better application in ICT which in terms of TE to RD and GC as well. Additional findings also revealed the variable of ICT is mainly advantageous to technology efficiency in ASEAN countries. Further, from the viewpoint of country, our results indicate both Singapore and the Philippines are the most efficient countries among the variables in technology efficiency, scale efficiency, and window analysis as well. Moreover, our findings suggested some other countries may explore the suitable strategy to enhance their technology efficiency with benchmarking countries.
AB - In this paper, we present a research framework with data envelopment analysis (DEA) approach to evaluate a nation's technology efficiency and effectiveness in ASEAN countries. The study proposes two outputs, patents and licenses (PL) and technology exports (TE) along with three inputs, information and communication technology (ICT), R&D (RD), and governance capability (GC) in the model. Building on evidence from our research, we found that country has better outcome in PL can be derived from better application in ICT which in terms of TE to RD and GC as well. Additional findings also revealed the variable of ICT is mainly advantageous to technology efficiency in ASEAN countries. Further, from the viewpoint of country, our results indicate both Singapore and the Philippines are the most efficient countries among the variables in technology efficiency, scale efficiency, and window analysis as well. Moreover, our findings suggested some other countries may explore the suitable strategy to enhance their technology efficiency with benchmarking countries.
UR - http://www.scopus.com/inward/record.url?scp=79951580007&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951580007&partnerID=8YFLogxK
U2 - 10.1016/j.eswa.2010.12.051
DO - 10.1016/j.eswa.2010.12.051
M3 - Article
VL - 38
SP - 6856
EP - 6865
JO - Expert Systems with Applications
JF - Expert Systems with Applications
SN - 0957-4174
IS - 6
ER -