• Title/Summary/Keyword: Translog cost function

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Technological Changes of Sawmill Industry in the Republic of Korea (한국 제재산업의 기술변화 분석)

  • Lee, Yo-Han;Yun, Yeo-Chang;Min, Kyung Taek
    • Journal of Korean Society of Forest Science
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    • v.95 no.3
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    • pp.268-273
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    • 2006
  • This study analyzed the technological change of Korean sawmill industry affected by change of factor price. An aggregate cost function has been estimated to analyze the technological change in Korean sawmill industry between 1970 and 2003 to the technical bias and scale effect. There was substitution among labour, capital, and material, especially in more elastic relation between labour and capital. In addition, domestic sawmill industry was progressed into structure which is biased to labour saving, and capital and material using because of increase of labour price. Since Korean sawmill industry's technology still exhibits an increasing returns to the scale, the large amount of investment has contributed to productivity growth, and the future productivity growth continually depend on the scale effect for some time.

Locally Made Liquor(LML) Industry Status and Development Plan Using a Scale Efficiency Analysis

  • Lee, Dongso;Choi, Jong-Woo;Huh, Duk
    • The Journal of Industrial Distribution & Business
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    • v.8 no.5
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    • pp.43-52
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    • 2017
  • Purpose - The domestic liquor market is steadily increasing, but locally made liquor markets remain stagnant. The market opening due to the FTA and westernized eating habits are expanding the consumption of imported liquor by Koreans and the demand for beer and soju is still high. Therefore, we analyzed the scale efficiency of Korean locally made liquor companies. Research design, data, and methodology - Based on a translog-cost function, a scale efficiency analysis was conducted using the government's information survey on the liquor industry. Data from 541 liquor companies analyzed from 2013 to 2014 were used for analysis. Results - As a result of the scale efficiency analysis, the average sales of the mid-sized locally made liquor companies is 171 million won, but the appropriate sales amount is 1 million won. It is estimated that there is a need to increase sales. Conclusions - The gap between the actual sales and the appropriate sales of mid-sized locally made liquor companies with 3~10 employees is larger, so it is necessary to reduce the average cost by increasing the sales of locally made liquor companies. In order to do so, it is necessary to acquire customer strategies such as product differentiation, advertising and publicity.

Economies of Scale and Scope In Seoul's Urban Bus Industry (서울 시내버스운송업의 규모 및 범위의 경제성 분석)

  • 김성수;김민정
    • Journal of Korean Society of Transportation
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    • v.19 no.6
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    • pp.89-102
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    • 2001
  • Using a multiproduct translog cost function model, this paper examines the existence or absence of scale and scope economies in Seoul's urban bus industry. The Paper then conceptualizes that the bus firm produces three outputs (city, seat and local bus-kilometers) using low input factors(labor, capital, fuel and maintenance). Using 1996 annual observations for 81 Seoul's bus firms, the equation system consisting of a cost function and three input share equations is estimated with the nonlinear iterative Zellner method. The findings show that the cost function corresponding to a non-homothetic production technology with separability between local bus outputs and inputs adequately represents the structure of cost for Seoul's bus firms, and that the demand lot all input factors is quite inelastic with respect to their own price. On the other hand, nearly all firms experience mild overall economies or scale, but rather marked product-specific economies of scale with respect to all the three outputs. In addition, there appear to be substantial economies or scope associated with the joint production of city and seat bus services, while considerable diseconomies of scope associated with that of city and local bus services. These results indicate that the merger of smaller firms into larger firms with a fleet of approximately 200 buses would result in more cost-efficient bus services.

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실증적(實證的) 방법(方法)과 모의분석적(模擬分析的) 방법(方法)을 이용(利用)한 수평합병(水平合倂)의 X-효율성(效率性) 증진(增進)에 관(關)한 연구(硏究)

  • Kim, Heon-Su
    • The Korean Journal of Financial Management
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    • v.14 no.3
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    • pp.113-135
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    • 1997
  • 본 논문의 목적은 미국 손해보험회사간의 합병을 대상으로 하여 합병전과 후 기업의 X-효율성을 실증분석과 모의분석 방법을 이용해서 검증하고 합병의 잠재적인 X-효율성 효과를 분석하고자 하였다. X-효율성의 증진정도를 파악하기 위해서 횡단면적인 비용함수를 먼저 추정하였는데 비용함수 추정시 생산물이 제로(0)인 경우를 포함하기 위하여 혼용초월 로그비용함수(hybrid translog cost function)를 사용하였다. 그리고 Berger(1992)의 비분포방법(distribution free approach)를 사용하여 기업의 합병전,후 X-효율성을 추정하였다. 1986년부터 1990년 사이에 수평합병한 미국 손보사를 대상으로 피합병기업(merged firms)과 합병기업(merging firms)간의 X-효율성 차이를 검증하였으나 합병전 합병기업이 더 효율적이라는 통계적 증거는 없었다. 두 번째로 합병기업은 합병후 효율성이 증진하였느냐는 가설도 검증하였으나 이 가설을 지지할 만한 통계적 증거는 미약하였다. 가상합병을 통한 모의분석에서는 합병후 상당한 X-효율성 증진이 있을 것이라는 통계적으로 유의한 결과를 얻었으나 합병후 규모효율성의 중진에 대해서는 통계적 유의성이 없었다. 이는 합병의 최대 효익이 규모효율성 증대가 아닌 X-효율성 증대라는 Shaffer(1993)나 Berger and Humphrey(1993)의 연구결과와 일치한다. 실증분석 결과와 모의분석 결과를 비교하면 전자에서는 합병후 X-효율성의 증가효과가 거의 없었으나 후자에서는 합병후 상당한 X-효율성 증가가 있을 것으로 나타났다. 이는 실제 미국 손보사의 합병에서 과도한 합병프리미엄 지급, 규제에 의한 중복비용 둥으로 단기적으로 볼 때 합병사가 부담하는 합병비용이 합병에 의한 효익보다 컸을 것이라는 것을 시사한다.

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계절·시간대별 차등요금에 대한 수용가의 반응성 분석 연구

  • Choe, Gi-Ryeon;Kim, Dong-Hyeon
    • Environmental and Resource Economics Review
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    • v.4 no.2
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    • pp.223-242
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    • 1995
  • 본 연구는 1977년 부터 한국에서 적용된 계절 시간대별 차등요금에 대한 반응성을 분석하기 위하여 각 요금적용시간대에 대한 전력소비의 탄력성을 1987년 1월부터 1992년 12월 까지의 자료를 이용하여 초월대수 비용 함수 (Translog Cost Function)을 이용하여 추정 분석하였다. 추정결과 낮 시간대, 저녁시간대, 밤 시간대에 대한 자기가격탄력성은 산업용(을) 고압 A 수용가의 경우 각각 -0.386, 0.351, -0.114이며, 고압 B 수용가는 각각 -0.095, -0.230, -0.192이었다. 일반적으로 대규모 수용가(고압 B)는 소규모 수용가(고압 A)에 비해 계시별 요금제에 대한 반응성이 더 낮은 것으로 나타났다. 한편 교차가격 탄력성 산출결과 상호 시간대간에 전력사용량의 대체성이 존재함을 알 수 있다. 즉, 산업용(을) 고압 A 수용가는 낮시간대와 저녁시간대간에 강한 대체성이 나타났으며, 산업용(을) 고압 B 수용가는 저녁시간대와 밤시간대간에 대체성이 높은 것으로 나타났다. 또한 계시별 요금제 구조의 변화에 따른 수용가의 반응성을 분석하기 위해 표본기간을 1987년 1월 부터 1989년 12월 까지(기간 I)와 1990년 1월 부터 1992년 12월 까지 (기간 II)로 분리하여 탄력성을 추정하였다. 기간 I에서는 계시별 요금제에 대한 수용가의 반응성이 아주 낮았으나, 기간 II에서는 현저하게 높아졌다. 이러한 결과로 보아 기간 II에서 시행된 1991. 6의 요금구조 개편은 수용가의 반응성을 증가시키는데 크게 기여하였으며, 이에 따라 계절 시간대별 차등 요금제가 부하관리를 위한 효율적인 방법임을 알 수 있었다.

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Cost Structure of Korean Manufacturing Industries connected with the Central Government's Environmental Investment (중앙정부의 환경투자 관련 제조업의 비용분석)

  • Min, Seung-Ki
    • Journal of Environmental Policy
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    • v.9 no.4
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    • pp.3-27
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    • 2010
  • In this paper, we have analyzed the cost structure of the Korean manufacturing industry in relation to the central government's environmental investment(CGEI below) by applying translog variable cost function. Important findings are as follows. First, sufficiency degree of CGEI of 0.7230, less than optimal level of 1, causes production inefficiency. Therefore, central government should forward a strategy to raise CGEI to meet appropriate standards. In addition, inspite of the deficiency of CGEI, shadow priceis lower than market price due to q-value of 0.9572, yielding unfavorable conditions for CGEI. However, CGEI brings about increase in output, variable cost saving, and economies of scale of firms. Second, by comparing this study with an existing study(2010), we have discovered the following facts. In both studies, we find that there are deficiency of investment, unfavorable conditions in investment, economies of scale, and output increase due to investment. However, the current study has found that, CGEI, which shows efficiency by positive(+) shadow price, saves variable cost. Therefore, firms suffer from production inefficiency due to variable cost caused by a shortage of efficient CGEI. Moreover, the previous study conducted in 2010 found that investment in prevention of environmental pollution(IPEP below), which indicates inefficiency by negative(-) shadow price, cannot reduce variable cost. In such circumstances, firms yield abnormal production efficiency based on variable cost savings caused by inefficient IPEP. For this reason, firms should raise IPEP to optimal level to reduce IPEP inefficiency to achieve production efficiency by reducing variable cost.

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The Analysis of Efficiency and Productivity in the Korean and Japanese Railways: A Stochastic Cost Frontier Approach (확률적 비용변경 접근법을 이용한 한국과 일본 철도산업의 효율성과 생산성 분석)

  • Park, Jin-Gyeong;Kim, Seong-Su
    • Journal of Korean Society of Transportation
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    • v.25 no.6
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    • pp.141-157
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    • 2007
  • This paper evaluates the effects of privatization and deregulation on the firm-specific efficiency and total factor productivity (TFP) growth in the Korean and Japanese railways. Using a stochastic frontier approach and a generalized translog functional form, the paper specifies the equation system consisting of a multiproduct variable cost function and input share equations which is estimated with Zellner's iterative seemingly unrelated regression and the corrected least squares method. The Korean and Japanese railway firms are assumed to produce three outputs (Shinkansen passenger-kilometers, incumbent railway passenger-kilometers, ton-kilometers of freight) using three input factors (labor, fuel, maintenance and rolling stock). A monetary value of the ways and fixed installations held by the railroad firm is also included as a quasi-fixed input. The empirical results indicate that the average estimate of cost inefficiency is 2.57% for the total sample and on the average, JNR and JR Kyushu are found to be worst efficient while the most efficient railway firm in the sample is JR West. Also the cost efficiency levels of seven JRs have been improved after the reform and privatization of JNR. The findings also indicate that TFP growth of the privately-owned JRs are higher than those of the government-owned KNR and JNR. Three-island JRs and JR Freight have slightly higher TFP growth than Honshu JRs as well. Thus, the results suggest that managerial autonomy and increased competition via deregulation have improved efficiency and TFP growth.

Operational Efficiency Analysis Using DEA Approach for the Major Airports in Asia (DEA 분석에 의한 아시아 공항 운영 효율성 연구)

  • Lee, Yeong-Heok;Kim, Eun-Jung;Kim, Do-Hyun
    • Journal of Korean Society of Transportation
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    • v.22 no.4 s.75
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    • pp.7-18
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    • 2004
  • There have been various research in analyzing airport productivity such as measuring total factor productivity using the models of translog cost function. DEA(Data Envelopment Analysis) model is very useful in measuring productivity with linear programming when the output is not clearly identified and measured quantitatively in such complex facilities as airport. This study is to measure airport productivity using DEA approach for Northeast Asia. Seven international airports were analyzed including Incheon International Airport in Korea, Cheklapkok Airport in Hongkong, Narita Airport in Japan, and Changi Airport in Singapore. With the productivity measured, we can identify one of the important aspects of comparative advantage in hub competition in Asia.

Scale and Scope Economies and Prospect for the Korea's Banking Industry (우리나라 은행산업(銀行産業)의 효율성분석(效率性分析)과 제도개선방안(制度改善方案))

  • Jwa, Sung-hee
    • KDI Journal of Economic Policy
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    • v.14 no.2
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    • pp.109-153
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    • 1992
  • This paper estimates a translog cost function for the Korea's banking industry and derives various implications on the prospect for the Korean banking structure in the future based on the estimated efficiency indicators for the banking sector. The Korean banking industry is permitted to operate trust business to the full extent and the security business to a limited extent, while it is formally subjected to the strict, specialized banking system. Security underwriting and investment businesses are allowed in a very limited extent only for stocks and bonds of maturity longer than three year and only up to 100 percent of the bank paid-in capital. Until the end of 1991, the ceiling was only up to 25 percent of the total balance of the demand deposits. However, they are prohibited from the security brokerage business. While the in-house integration of security businesses with the traditional business of deposit and commercial lending is restrictively regulated as such, Korean banks can enter the security business by establishing subsidiaries in the industry. This paper, therefore, estimates the efficiency indicators as well as the cost functions, identifying the in-house integrated trust business and security investment business as important banking activities, for various cases where both the production and the intermediation function approaches in modelling the financial intermediaries are separately applied, and the banking businesses of deposit, lending and security investment as one group and the trust businesses as another group are separately and integrally analyzed. The estimation results of the efficiency indicators for various cases are summarized in Table 1 and Table 2. First, security businesses exhibit economies of scale but also economies of scope with traditional banking activities, which implies that in-house integration of the banking and security businesses may not be a nonoptimal banking structure. Therefore, this result further implies that the transformation of Korea's banking system from the current, specialized system to the universal banking system will not impede the improvement of the banking industry's efficiency. Second, the lending businesses turn out to be subjected to diseconomies of scale, while exhibiting unclear evidence for economies of scope. In sum, it implies potential efficiency gain of the continued in-house integration of the lending activity. Third, the continued integration of the trust businesses seems to contribute to improving the efficiency of the banking businesses, since the trust businesses exhibit economies of scope. Fourth, deposit services and fee-based activities, such as foreign exchange and credit card businesses, exhibit economies of scale but constant returns to scope, which implies, the possibility of separating those businesses from other banking and trust activities. The recent trend of the credit card business being operated separately from other banking activities by an independent identity in Korea as well as in the global banking market seems to be consistent with this finding. Then, how can the possibility of separating deposit services from the remaining activities be interpreted? If one insists a strict definition of commercial banking that is confined to deposit and commercial lending activities, separating the deposit service will suggest a resolution or a disappearance of banking, itself. Recently, however, there has been a suggestion that separating banks' deposit and lending activities by allowing a depository institution which specialize in deposit taking and investing deposit fund only in the safest securities such as government securities to administer the deposit activity will alleviate the risk of a bank run. This method, in turn, will help improve the safety of the payment system (Robert E. Litan, What should Banks Do? Washington, D.C., The Brookings Institution, 1987). In this context, the possibility of separating the deposit activity will imply that a new type of depository institution will arise naturally without contradicting the efficiency of the banking businesses, as the size of the banking market grows in the future. Moreover, it is also interesting to see additional evidences confirming this statement that deposit taking and security business are cost complementarity but deposit taking and lending businesses are cost substitute (see Table 2 for cost complementarity relationship in Korea's banking industry). Finally, it has been observed that the Korea's banking industry is lacking in the characteristics of natural monopoly. Therefore, it may not be optimal to encourage the merger and acquisition in the banking industry only for the purpose of improving the efficiency.

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