Indonesia Network Infrastructures and Workforce Adequacy to Implement Machine Learning for Large-Scale Manufacturing

Technological development prior to industrial revolution 4.0 incentivized manufacturing industries to invest into digital industry with the aim of increasing the capability and efficiency in manufacturing activity. Major manufacturing industry has begun implementing cyber-physical system in industrial monitoring and control. The system itself will generate large volumes of data. The ability to process those big data requires algorithm called machine learning because of its ability to read patterns of big data for producing useful information. This study conducted on premises of Indonesia’s current network infrastructure and workforce capability on supporting the implementation of machine learning especially in large-scale manufacture. That will be compared with countries that have a positive stance in implementing machine learning in manufacturing. The conclusions that can be drawn from this research are Indonesia current infrastructure and workforce is still unable to fully support the implementation of machine learning technology in manufacturing industry and improvements are needed.

EXPORT-ORIENTED STRATEGY OF DEVELOPMENT MAKING IN THE MANAGEMENT OF INDUSTRIAL ENTERPRISES’ PROFITABLE ACTIVITY

The essence of separate elements of export-oriented strategy of development making in management of profitable activity of industrial enterprises has been researched. The main tendencies of foreign economic activity of national enterprises under the conditions of integration processes have been underlined. The role of macroeconomic and regional institutions that deals with foreign trade activity of industrial enterprises has been studied. The main possibilities that are given for national manufactures with integration processes in the sphere of export activity have been formed. Aspects of extensive and intensive growth of industrial enterprises on the basis of strengthening their export orientation have been characterized. The essence of export-oriented strategy of development from the basic scientific views has been researched. The connection between export-oriented strategy of development and profitability has been actualized. The meaning of transformation changes of economy under the influence of integration stages through the activity of industrial enterprises and its export-oriented strategy making have been detailed. The dependence of economic conditions of integration cycles, complexity of levels of export-oriented strategy of development and management of enterprise’s profitable activity has been emphasized. There were proposed macro- and micro-levels of management that are aimed to study demands of external environment and implement its aspects to the operating and manufacturing activity of export-oriented enterprises’ performance. The importance of macro- and micro-levels of management for starting the process of making export-oriented strategy of development in order to increase the enterprise’s profitability has been detailed and presented in structure that provided and intensified by direct and returned feedback.

Lean Companies Employed Assembly Workers Train with New Approches

LM has proven itself the production system that enhances shop floor efficiency. Furthermore, the current environment for production firms is accelerating the pace at which LM is implemented. The manufacture of lean is not easy to introduce. It is constant and complex activity. Assembly workers in production processes are the core of lean manufacturing activity. Training is known as vehicle to aid the implementation process. While the importance of training is known so far, there are only a few options for organizing effective training. The results of the survey of questions conducted inside UK manufacturing companies are examined. This article illustrates the definition of lean production and worker requirements in lean environment.

National industrial competence and global added value chains: methodological instrumentarium of macroeconomic analysis

In the context of the developing global economic crisis, it is important to have an adequate methodological toolkit for the global positioning of the manufacturing industry in different countries of the world in the production value chains. In this work, the authors made an attempt to further develop their own concept that solves this problem. A methodology for calculating indices reflecting the dynamics of national industrial competence “in the context” of the integration of the country’s manufacturing industries into global value chains is presented. The calculations and conclusions are based on the OECD TiVA statistical database (2018). The tendencies of industrial development of thirty economies of the world, including the Russian one, were identified, taking into account their “embedding” in global value chains. So, if the manufacturing industry of Russia, participating in the international division of labor, manages to maintain an average level of general national industrial competence, then its strategic positions associated with the development of high-tech industries can be qualified as “outsider”. The author’s methodology seems promising in terms of assessing the global economic positioning of countries and formulating recommendations for national regulators of manufacturing activity.

Trends in the Czech regional manufacturing

This article aims to recognize the recent trends in the regional specialization according to changes in sectoral employment. The three New Economic Geography’s (NEG) agglomerative forces, namely: low transport cost, economies of scale and relevance of footloose productive factors, have been powerful determinants guiding the location of firms, in spite of policy intervention blatantly activist intended to reverberate artificially the geography of production (such as interventionist measures during the communist regime). Although, the most recent models of geography and trade recognize a bijective interaction between NEG forces and comparative advantages, to fully explain productive specialization. This contribution interprets the trends in the Czech Manufacturing inspired by the tenets of the NEG and the analysis of regional specialization of the Czech Republic in a context of inter-territorial inequalities regarding the distribution of manufacturing activity. Methods are used by application the Kim’s Divergence Index to detect the degree of similarity or not throughout the manufacturing structure, while observing the sectoral specialization of labor. The results of the Index suggest the specific role of each individual region (NUTS2) in a national hierarchy of manufacturing tasks that also shook up the Czech integration into the international production system.

Location analysis of manufacturing activity in Greece: A point pattern analysis

This paper implements a point pattern analysis using a novel dataset with exact coordinates of statistical data for Greek manufacturing industry. Specifically, the dataset comprises the precise location of 2.452 observations of enterprises including 146.923 employees. For the year 2018 these industries are divided into twenty-four two-digit NACE 2 sub-industries of manufacturing activity. The method of point pattern analysis permits the estimation of the pattern in manufacturing activity across space. The highest agglomeration appears to be taking place in sectors of High (H) technological intensity as well as in the Middle High (M-H) sectors. In addition, sectors belonging to the middle category and the large category according to the number of employees tend to be more agglomerated in space. Findings reveal that the level of concentration or dispersion differs substantially among different sectors underlying the specialization and dispersion of economic activity in the country.

Right-to-Work Laws as Economic Freedom: Their Role in Influencing the Geographic Pattern of Manufacturing Jobs, Incomes, and Finances

A large empirical literature has found positive effects from economic freedom on economic outcomes, such as output and per capita economic growth. This study seeks to explain empirically the disparate timing of state manufacturing earnings and employment decline, as well as the shift among states in both manufacturing earnings and manufacturing employment resulting from right-to-work laws, which can be viewed as reflecting labor market freedom and thereby acting as a de facto economic policy. The results of the empirical estimations suggest a marked geographic shift of manufacturing employment and compensation in the U.S. during the 1970 to 2012 time period. The empirical estimations indicate that the regions of the country that have historically represented the manufacturing base have suffered the greatest relative losses in both employment and compensation during this period. In addition to regional location, it appears that right-to-work laws have had the effect of leveling manufacturing employment and compensation levels across the states since 1970. The data analysis suggests that, at least in part due to right-to-work laws, the manufacturing sectors of the states and regions are becoming increasingly similar over time, i.e., manufacturing activity that was once highly concentrated in the Great Lakes, Northeast, and Mideast has now converged significantly, with the outcome that there is little geographic difference in concentration among the eight BEA regions.

The role of county competitiveness and manufacturing activity on the development of business service sectors: A precursor to territorial servitization

This study evaluates how regional competitiveness and relevant properties of the manufacturing industry—i.e., size and rate of manufacturing firms—impact changes in the rate of business service firms. By employing fixed-effects regression models on a sample of 81 Costa Rican counties during 2010-2016, the findings reveal that the quality of the local environment positively affects business service specialization. Besides, manufacturing businesses contribute to increase in rate of business services; however, this effect is only significant in counties with a greater manufacturing base, that is, in counties with a critical mass of manufacturers, in terms of number of manufacturers.