Comprehensive study on labor productivity growth in Iran, using meta-heuristic methods

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norouzi farroukh; Nonezhad Masoud; EBRAHIMI MEHRZAD; KHODAPARAST SHIRAZI JALIL

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Journal: Financial Economics Year:2021 | Volume:15 | Issue:54 Page(s): 181-207

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Title

Comprehensive study on labor productivity growth in Iran, using meta-heuristic methods

Author(s)

norouzi farroukh | Nonezhad Masoud | EBRAHIMI MEHRZAD | KHODAPARAST SHIRAZI JALIL | Issue Writer Certificate

Keywords

LaborproductivityQ2

Neural NetworksQ2

meta-heuristicQ2

Abstract

Clearly, the main factor in the growth of production, living standards and human welfare, is the growth of productivity, and given the importance of the discussion of productivity in economies and its weak position in explaining the growth of production in Iran, this study examines what This issue is addressed. In order to achieve economic growth and development, it is necessary to identify the factors affecting productivity growth in the Iranian economy. A wide range of variables affecting productivity growth are introduced in various studies. However, in practice, due to the limitation of tools and issues such as endogenous economic variables and the unintended impact of change in these variables, it is necessary to consider the key factors influencing interest rate growth. Identify a problem and focus the policymaker on these factors in a specific way. Therefore, this study intends to first identify the factors affecting productivity growth by using feature selection logic, basis on Non-Dominated Sorting Genetic Algorithm (NSGA-II) then estimate the selective model using Artificial Neural Networks(ANN) for the period(1370-1395) and finally using the Garsen index to measure the sensitivity analysis of factors affecting labour productivity and capital productivity growth. Based on the results of the feature selection logic for the labor productivity model out of the twenty variables used, twelve variables were excluded from the model. The neural network model with predictive power 0/99 and minimum error 0/0017 of the model was selected as the best output Among the results of the Garsen Index, among them, human capital, labor wages and corruption control had the greatest impact on labor productivity growth and the variables of rule of law, R&D and physical capital accumulation had the least impact on labor productivity growth productivity.

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APA: Copy

norouzi, farroukh, Nonezhad, Masoud, EBRAHIMI, MEHRZAD, & KHODAPARAST SHIRAZI, JALIL. (2021). Comprehensive study on labor productivity growth in Iran, using meta-heuristic methods. JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT), 15(54 ), 181-207. SID. https://sid.ir/paper/413527/en

Vancouver: Copy

norouzi farroukh, Nonezhad Masoud, EBRAHIMI MEHRZAD, KHODAPARAST SHIRAZI JALIL. Comprehensive study on labor productivity growth in Iran, using meta-heuristic methods. JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT)[Internet]. 2021;15(54 ):181-207. Available from: https://sid.ir/paper/413527/en

IEEE: Copy

farroukh norouzi, Masoud Nonezhad, MEHRZAD EBRAHIMI, and JALIL KHODAPARAST SHIRAZI, “Comprehensive study on labor productivity growth in Iran, using meta-heuristic methods,” JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT), vol. 15, no. 54 , pp. 181–207, 2021, [Online]. Available: https://sid.ir/paper/413527/en

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