• Communications for Statistical Applications and Methods
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• v.27 no.4
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• pp.459-468
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• 2020

We examine the rate of substitution of jobs by artificial intelligence using a score called the "weighted ability rate of substitution (WARS)." WARS is a indicator that represents each job's potential for substitution by automation and digitalization. Since the conventional WARS is sensitive to the particular responses from the employees, we consider a robust version of the indicator. In this paper, we propose the individualized WARS, which is a modification of the conventional WARS, and compute robust averages and confidence intervals for inference. In addition, we use the clustering method to statistically classify jobs according to the proposed individualized WARS. The proposed method is applied to Korean job data, and proposed WARS are computed for five future years. Also, we observe that 747 jobs are well-clustered according to the substitution levels.

• Korean Journal of Social Welfare
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• v.64 no.4
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• pp.233-259
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• 2012

Recently, the youth employment crisis which is characterized by high unemployment and low employment rate has been considerably serious, while jobless growth has been observed. However, job shortage and unstable labor status of the old are also main issues. To solve this problem, the job creation and deferred retirement for the old has been proceeded. Consequently, it has caused to the intergenerational war on job due to equity of job creation for the youth. However, it is not desirable that the problem would be diagnosed and the policy would be set up although little attention has so far been paid to test empirically this kind of substitution relation. Thus, this research has been analyzed whether the employment relation between the youth and the old is substitution or not. The analysis method is panel data analysis in 15 OECD countries including Korea(1990~2000). Major findings are as follows. First, only half of the youth and the old works. It provides the evidence that the employment crisis is not a problem of special generation but all of them. Second, employment relation between generations followed by panel analysis is not substitution relation. This findings can be interpreted as evidence that it is unlikely to solve the youth employment matter even though the government encourages the early retirement.

• Journal of Korea Port Economic Association
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• v.35 no.2
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• pp.37-60
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• 2019

An analysis of the correlation in port-related industries between minimum wage and employment effects, showed that it was very insignificant. However, there are some differences between commercial and temporary workers, those that are self-employed, and other workers in the private sector. Thus, while commercial workers are somewhat stable, they have a somewhat negative effect on temporary workers and self-employed people. At the Minimum Wage Council, the minimum wage hike is seen as stable because of the interaction between income and substitution effects in the labor market. According to the analysis, the port-related industries were affected more by the global economic recession and domestic economic volatility than the variables related to the minimum wage hike.

• Journal of Families and Better Life
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• v.19 no.2
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• pp.111-127
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• 2001

The purposes of this study were to investigate the relationships between individuals characteristics (socio-economic status, time pressures, resources related with implementing housework), attitudes toward goods characteristics, and the level of market goods substitution of housework in the domain of foods and clothes. For empirical analysis, the data of the study was collected from 572 married women living in Seoul. Covariance structure analysis were employed for data analysis, using LISREL. The major findings were as follows: 1) Individuals characteristics, attitudes toward market goods characteristics, and the level of goods substitution of housework had causal relationships. 2) Generally, wifes age and resources related with implementing housework were negative predictors of the level of market goods substitution of housework and wifes education, income, time pressures, attitudes toward characteristics of market goods were positive predictors. Wifes employment was a constraint of Korean traditional sauce, clothes repairing service and laundry service purchases, but a facilitator of the level of dining-out.

• Journal of Technology Innovation
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• v.15 no.2
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• pp.1-24
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• 2007

In this study, we estimated a CES production function for the Korean economy. We have found in the empirical results that the elasticity of the factor substitution is less than one and that the Korean economy exhibits labor-saving technological progress. In addition, we obtained the regression coefficient of R&D investment on technological change, i.e., the elasticity of R&D investment with respect to the technological change was 0.26% point. It implies that if R&D stock increases by 1%, labor efficiency increases 0.26% point through technological progress which is Hicksian non-neutral. It confirms that innovation-based growth strategy by increasing R&D investment would be effective on the one hand. Some policy consideration on the other might be needed for an increase in employment which is offset by technological progress.

• Journal of Families and Better Life
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• v.7 no.1
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• pp.119-138
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• 1989

This study attempts to apply its result to decision whether housewives are in the labor market or not by investigating the level of reservation wage of them and the influencing factors on it. The purpose of this study is to analyse the effects by identifying , on the basis of theoretical models, the factors that influence reservation wage, and to predict future state of female employment. 1) The level of reservation wage of housewives showed significant differences by husband's income, household asset, housewife's education level, housewife's age, number of children division of husband in household labor, and by three marketization of housework. 2) The variables which affected reservation wage of housewife independently had influence on it in the following order: Husband's income, education level, age affect positively reservation wage of housewife, and a negative relation has been found between division of husband, level of commodity substitution and reservation wage of housewife. 3) Husband's income, housewife's education level, housewife's age, division of husband in household labor, level of commodity substitution give direct effects on reservation wage of housewife. Education level, age, number of children and family type influenced reservation wage of housewife through level of commodity substitution indirectly.

• Journal of Families and Better Life
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• v.17 no.3
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• pp.171-186
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• 1999

The purpose of this study is to understand the perception of housework self-responsibility and attitude to paid labor substitution of wife and husband examining empirically characteristics of couple's type classified by a complex of perception and attitude. The data of this study were collected from 83 dual-earner couples and 76 one-earner couples having more than one child younger than 18 and living in Seoul. The major findings are as follow: First Wives perceived housework self-responsibility much higher than husbands regardless of wives' employment status particularly in female-oriented housework such as food- clothing-related and managerial housework. Second Couples expressed considerable reluctancy about paid labor substitution and one-earner couples showede more reluctancy. Third Four couple types were categorized by a complex perception and attitude. The are 'PLS-oriented & Wife responsibility couple' 'PLS-reluctancy & Wife responsibility couple' ' PLS-dependency couple 'Dual responsibility couple' Fourth the characteristics of each type showed difference according to socioeconomic status sex role attitude housework performance.

• Korean Journal of Agricultural Science
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• v.35 no.2
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• pp.237-245
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• 2008

China's agriculture is changing now, especially in terms of cash farming. Orange farming is one of the main cash crops. This study is to identify the labor utilization of orange farming of farm households in China. The Results are as follows. First, farm size increasing is an essential measure to save labor. Big farm requires less than 20% of labor inputs than that of average size farm. Second, in the aspect of the employment labor, while male labor accounted for the 5% of total labor, female employment labor took up much more, which amounts to almost half of family labor. Third, the average wage of men is almost twice as much as that of women's wage, and it is sharply increasing. Fourth, Chinese farm households put more labor input than Korean farm households in orange production, which is due to the substitution of capital for labor.

• Journal of Labour Economics
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• v.36 no.1
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• pp.1-44
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• 2013

This paper surveys the existing literatures on labor demand of Korea. It has been found that labor and capital are substitutes in Korea and the result holds even if labor is decomposed into white collar and blue collar workers. The elasticity of substitution lies between 0 and 1. It is yet unclear if employment and work hours are substitutes. The reduction of legal work week did not increase employment although decreased work hours. The labor demand elasticity is below 0.5 in the short run. Since mid 1990s, the technological change has shown skill bias and therefore increased demand for skilled labor.

• Journal of Families and Better Life
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• v.5 no.2
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• pp.45-64
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• 1987

In this study the phenomenon of commodity substitution of housework is approach in the contexts of economic system, patriachal family system and housework-related human resources. the objectives of this study are as follows: (1) To measure the level of commodity substitution of housework in large cities. (2)To investigate the factors influencing commodity substitution of housework. The samples were composed of 982 housewives dwelling in 6 large cities including Seoul. The statistics used for data analysis were frequency distribution, percetile. multiple regression analysis. The major findings are the following; (1) When the housework was divided into two subdomains , in the domain of food the purchase level was for below average while in the domain of clothes, the level was quite higher than average. This result hows that commodity substitution has become more common in the domain of clothes by mass production of clothes on a commercial scale. (2) the level of commodity substitution of housework was influenced by the family attribute variables such as housewife's age, family income. housewife's education, family types, housewife's brought-up regions, presence of sewing machine, employment status of housewife, by one patriarchal norm variable such as home-orientedness, and by tow human resource variables such as importance of housework and household tasks performance competnecy. Among variables house wife's age was the most influential one and such variables as family income, housewife's education, household task performance competency, importance of housework, and home-orientedness were also important. Considering that the influence of home-orientedness demonstrates the importance of patriarchy and that importance of housework and that performance competency also are determined by the patriarchal variables such as sex-role attitude and home-orientedness, we can conclude that Hartmann's theoretical approach with which the changes of housework were explained in the two contexts of economic system and family system is applied to the changes of housework in Korea.