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題名:口蹄疫前後臺灣養豬連續記帳戶之成本效率分析
書刊名:農業與經濟
作者:陳柏琪 引用關係黃玉鴻莊正旺張靜貞 引用關係
作者(外文):Chen, Po-chiHuang, Yu-hungJuang, Jeng-wangChang, Ching-cheng
出版日期:2012
卷期:48
頁次:頁1-31
主題關鍵詞:混養豬場成本效率隨機邊界法資料包絡分析法口蹄疫不平衡縱衡資料Hog farmCost efficiencyStochastic frontier analysisData envelopment analysisFoot-and-mouth diseaseUnbalanced panel data
原始連結:連回原系統網址new window
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  • 共同引用共同引用:12
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本文以臺灣動物科技研究所「豬場經營線上管理系統」所蒐集之1995~2008年連續記帳養豬場為樣本,使用隨機邊界法與資料包絡分析法衡量養豬戶之成本效率,同時剖析外在環境對效率的影響。實證結果顯示,隨機邊界法與資料包絡分析法同期邊界的結果較為接近,兩者於1995-2008年之成本效率值平均分別為0.877與0.842,顯示養豬戶一般仍有12.3%~15.8%的成本節省空間,應該朝向調整投入配置來改善。而由跨期邊界之分析結果亦可發現,口蹄疫後成本效率明顯較口蹄疫前降低,而後則隨時間而遞增,顯示口蹄疫事件所帶來的影響較開放進口與飼料價格上漲等外在變動明顯,說明防疫的重要性。內在經營因素之分析則指出,豬場經營者本身的教育程度與經驗年數並未對豬場表現產生正面的幫助,但是經營種豬與肉豬的多角化以及擴大生產規模對於效率提升有正向影響。上述結果說明業者與政府當局,應思考如何讓養豬戶能夠接受到扎實的專業訓練與市場資訊,並用擴大規模與多角化經營來靈活因應市場變化,健全產業之發展。
This study analyzes the cost efficiency of hog industry in Taiwan using the swine farms in the bookkeeping system collected by the Animal Technology Institute Taiwan during 1995~2008 as the sample. The technical and cost efficiency are measured by using stochastic frontier analysis (SFA) and data envelopment analysis (DEA). The impacts of exogenous factor affecting efficiencies are also investigated simultaneously. The results indicates that the SFA and DEA produce consistent results for each time period and that the mean cost efficiency scores are 0.877 and 0.842 respectively which suggests an 12.3% up to 15.8% cost-saving improvement could be made by reallocating their resource applications. The inter-temporal comparisons suggest that the cost efficiency deteriorates right after the outbreak of the foot-and-mouth disease, but improves after the accession of WTO and the increase of feed prices. The regression result of farm-specific factors on cost efficiency indicates that both farmer's education level and experience are not significant, but farms producing feeder pigs and hogs simultaneously are more efficient than the others. Expanding farm size is also beneficial to efficiency improvement. Based on these results, it is suggested that training programs on adopting professional knowledge and market information for expansion purposes should be helpful for swine farmers in strengthening their capacity to adapt to the rapid changing environment.
期刊論文
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4.Banker, R. D.、Natarajan, R.(2008)。Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis。Operations Research,56(1),48-58。  new window
5.Simar, Léopold、Wilson, Paul W.(2007)。Estimation and Inference in Two-stage, Semi-parametric Models of Production Processes。Journal of Econometrics,136(1),31-64。  new window
6.McDonald, J.(2009)。Using least squares and Tobit in second stage DEA efficiency analyses。European Journal of Operational Research,197(2),792-798。  new window
7.Hjalmarsson, L.、Kumbhakar, S. C.、Heshmati, A.(1996)。DEA, DFA and SFA: A Comparison。The Journal of Productivity Analysisy,7,303-327。  new window
8.Sharma, K. R.、Leung, P.、Zaleski, H. M.(1999)。Technical, allocative and economic efficiencies in swine production in Hawaii: A comparison of parametric and nonparametric approaches。Agricultural Economics,20,23-35。  new window
9.Kodde, D. A.、Palm, F. C.(1986)。Wald Criteria for Jointly Testing Equality and Inequality Restrictions。Econometrica,54(5),1243-1248。  new window
10.Stevenson, R. E.(1980)。Likelihood functions for generalised stochastic frontier estimation。Journal of Econometrics,13,57-66。  new window
11.Battese, George E.、Coelli, Timothy J.(1995)。A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data。Empirical Economics,20(2),325-332。  new window
12.Aigner, Dennis J.、Lovell, Charles Albert Knox、Schmidt, Peter(1977)。Formulation and Estimation of Stochastic Frontier Production Function Models。Journal of Econometrics,6(1),21-37。  new window
13.Charnes, Abraham、Cooper, William W.、Rhodes, Edwardo(1978)。Measuring the efficiency of decision making units。European Journal of Operational Research,2(6),429-444。  new window
14.陳柏琪、黃玉鴻、許聖民、張靜貞(20091200)。臺灣養豬戶之效率與生產力變動分析:以連續記帳戶樣本為例。農業經濟叢刊,15(1),43-80。new window  延伸查詢new window
15.黃玉鴻、阮喜文、李淵百(1998)。一貫化豬場經營效益之評估--詹家牧場個案分析。農林學報,47(2),57-70。  延伸查詢new window
16.行政院農業委員會(2001)。加入WTO養豬產業因應對策。現代養豬,23(5),110-114。  延伸查詢new window
17.呂秀英(2003)。因應加入世界貿易組織(WTO)提升臺灣養豬戶經營效率之研究。農業金融論叢,49,49-81。  延伸查詢new window
18.Eling, M.、Luhnen, M.(2010)。Effiviency in the International Insurance Industry: A Cross-Country Comparison。Journal of Banking & Finance,34,1497-1509。  new window
19.Iglesias, G.、Castellanos, P.、Seijas, A.(2010)。Mwasurement of Productive Efficiency with Frontier Methods: A Case Study for Wind Farms。Energy Economics,32(5),1199-1208。  new window
20.Oude Lansink, A.、Reinhard, S.(2004)。Investigating Technical Efficiency and Potential Technology Change in Dutch Pig Farming。Agricultural Systems,79,353-367。  new window
21.Reinhard, S.、Lovell, C. A. K.、Thijssen, G. J.(2000)。Enviromental Efficiency with Multiple Environmentally Detimental Variables: Estimated with SFA and DEA。Journal of Operational Rsesarch,121,287-303。  new window
22.Sharma, K. R.、Leung, P.、Zaleski, H. M.(1997)。Productive Efficiency of the Swine Industry in Hawaii: Stochastic Feontier vs. Data Envelopment Analysis。Journal of Productivity Analysis,8,447-459。  new window
23.Tulkens, H.、P. Vanden Eeckaut(19950200)。Non-Parametric Efficiency, Progerss and Regress Measures for Panel Data: Methodological Aspects。European Journal of Operational Research,80(3),474-499。  new window
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學位論文
1.黃玉鴻(2002)。臺灣一貫化豬場經營管理資訊系統之建立(博士論文)。國立中興大學。  延伸查詢new window
圖書
1.Coelli, Timothy J.、Rao, Dodla Sai Prasada、O'Donnell, Christopher J.、Battese, George Edward(2005)。An Introduction to Efficiency and Productivity Analysis。Springer Science+Business Media, Inc.。  new window
其他
1.行政院農業委員會(2009)。養豬頭數調查,http://www.coa.gov.tw/view/php?catid=6994。  延伸查詢new window
2.吳明哲,賴永裕,蔡秀容,謝明學,黎漢龍,劉桂柱,李陵芳,張秀鑾(2007)。種豬產業數位化商機,http://agrkb.angrin.tlri.gov.tw/modules/news/index.php?stortytopic=1。  延伸查詢new window
 
 
 
 
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