Main Article Content

Abstract

Indonesia has undergone a transformation from agriculture to the manufacturing industry in 1971-1997. In the 2001-2015 period there was de-industrialization in developed countries. Likewise, Indonesia which shows a decrease in the contribution of GDP and manufacturing sector workforce to the economy. However, deindustrialization in Indonesia is premature / too fast. One of the policies to overcome this problem is with attention to the creative industry. With the existence of the creative industry, it can achieve several SDGs goals, namely the 8th goal, namely decent work and economic growth, the creative economy can increase economic growth, create jobs and increase exports (UNCTAD, 2010). However, the creative industry GDP growth that is below the RPJMN target is thought to indicate low productivity of the creative industry. According to IBS data, the craft sub-sector creative industry has a low production value. To see productivity can use technical efficiency. This study aims to evaluate the technical efficiency of creative industry in the craft sub-sector as well as to analyze the trend of variables that affect technical judgments. The method used is the CES production function and Data Envelopment Analysis. The results show that industries that have high total production factor values have a tendency to have high technical efficiency values as well. Furthermore, those arranged according to technical categories and binary logistic regression are used to determine trend variables that affect technical judgments. The technical efficiency of the craft, significantly by wages, investment status and company scale.

Keywords

CES Production Function Data Envelopment Analysis Productivity Technical Efficiency Total Factor Productivity

Article Details

How to Cite
Zuhoran, K. T. S., & Budiasih. (2021). Implementation of Constant Elasticity of Substitution Function and Data Envelopment Analysis: Productivity and Technical Efficiency of Large Industry Creative Economy in Craft Subsector Indonesia. Parameter: Journal of Statistics, 1(2), 21-30. https://doi.org/10.22487/27765660.2021.v1.i2.15450

References

  1. Aswicahyono, Et All. (2008). Industrialisation After A Deep Economic Crisis: Indonesia. Journal of Development Studies 46(6):1084-1108.
  2. Azen, Razia & M. Walker, Cindy. Categorical Data Analysis for the Behavioral and Social Sciences. New York: Taylor & Francus Group.
  3. Bui, Linh, dkk. 2015. Estimating the Constant Elasticity of Substitution Function of Rice Production.The case of Vietnam in 2012. MPRA Paper No. 71224, posted 14 May 2016
  4. Coelli, Tim. (1996). A Guide to DEAP 2.1: A Data Envelopment Analysis (Program) Computer. Armidale: CEPA
  5. Cooper, William W, Lawrence M. Seiford, dan Joe Zhu. (2016). Data Envelopment Analysis: History, Models, and Interpretations. New York: Springer Science+Business Media New York
  6. Dhanani, S., (2000). Indonesia: Strategy for Manufacturing Competitiveness. Unido.
  7. Donglan Zha & Dequn Zhou. (2014). The elasticity of substitution and the way of nesting CES production function with emphasis on energy input. Applied Energy journal homepage: www.elsevier.com/locate/apenergy
  8. Henningson, A., Henningseb, G. (2011). Econometric of the “Constant Elasticity of Substitution” function in R: Package micEconCES. Institute of Food and Resource Economics, University of Copenhagen-FOI Working Paper, 9.
  9. Kleinbaum, D.G. & Klein, M., 2010. Logistic Regression: A Self Learning Text (3rd ed). New York: Springer.2011.
  10. Lilian Karnizora & Qian Sun. (2014). Industry-level Econometric Estimates of Energy-Capital-Labor Substitution with a Nested CES Production Function. Atlantic Economic Journal · December 2014 DOI 10.1007/s11293-014-9443-1
  11. Murti, Kuntari Eri. (2019). Industri Kreatif dan Ekonomi Kreatif. Artikel Industri Kreatif.
  12. Samuelson, Paul A Dan William D. (2010). Economics. New York: The Mcgraw-Hill Companies.
  13. Semaoen, Iksan Dan Mariyatul, Siti. (2011). Ekonomi Mikro (Level Intermediate). Malang: Universitas Brawijaya Press.
  14. Zulfan, Mohammad & Tadjoeddin, (2016). Productivity, Wages and Employment: Evidence from The Indonesia's Manufacturing Sector. Article in Journal of The Asia Pacific Economy · March 2016.