研究生: |
葉樹珊 Yeh, Shu -Shan |
---|---|
論文名稱: |
運用資料包絡分析法於臺灣連鎖餐飲集團能源效率之研究 Study of the energy efficiency with data envelopment analysis in Taiwans’ chain restaurant group |
指導教授: |
方進義
Fang, Chin-Yi |
學位類別: |
碩士 Master |
系所名稱: |
運動休閒與餐旅管理研究所 Graduate Institute of Sport, Leisure and Hospitality Management |
論文出版年: | 2014 |
畢業學年度: | 102 |
語文別: | 中文 |
論文頁數: | 58 |
中文關鍵詞: | 連鎖餐飲 、能源節約目標值 、總體要素能源效率 、資料包絡分析法 |
英文關鍵詞: | chain restaurant, energy saving target (EST), total - factor energy efficiency (TFEE), data envelopment analysis (DEA) |
論文種類: | 學術論文 |
相關次數: | 點閱:195 下載:12 |
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近年來由於總體環境影響,使國際能源消耗成本日益上漲,加上臺灣能源依賴國外進口程度逾九成,因此國內受到此波能源成本調漲的影響也就更加顯著。臺灣近年來餐飲業逐漸受到重視,根據經濟部統計處數據顯示,2013年1至9月餐飲業總營業額創下歷年同期新高紀錄,且有逐漸走向大型化及連鎖化的趨勢。因此本研究對象為臺灣的S餐飲連鎖集團,選擇其旗下一個品牌之連鎖餐廳進行能源效率分析,使用BCC模型 (Banker, Charnes, & Cooper Model) 之資料包絡分析法 (Data Envelopment Analysis, DEA) 為研究工具,計算各家連鎖餐廳的電、水、瓦斯等能源效率,再計算出每家連鎖餐廳的各項能源節約目標值 (Energy-Saving Target, EST)、能源節約目標比率 (Energy-saving target ratios, ESTR) 及總體要素能源效率 (Total-factor energy efficiency, TFEE) ,並使用Spearman相關係數,對本研究之分析模型進行穩健度分析 (Robust Analysis) ,運用單因子變異數分析,了解餐廳類型對於能源效率並無相關後,最後使用截斷式迴歸 (Truncated Regression) ,發現餐廳類型對於餐廳的能源效率會產生最大之影響。本研究樣本為2009-2013年間共33家店點,研究結果發現,共有12家店點並未達到能源效率,在計算出其能源節約目標值、能源節約目標比率及總體要素能源效率後,餐飲業者能針對每一個能源項目,發展更準確的節能方向,更有效的制定並執行節能方案。
In recent years, the cost of energy has rising due to the influence of overall environmental. Even more, the useage of energy in Taiwan is dependent on the imported more than 90%, so we have far-reaching influence in the rises in energy costs. Taiwan's food and beverage industry has became more important in these years. According to the statistics of the Statistics Department in Ministry of Economic Affairs, which the total revenue of the food and beverage industry hit a new record from January to September in 2013. This industry has gradually become large - scaled and chain - trend. Therefore, the study of Taiwan's one major chain restaurant group, choosing two brands of the group to calculate their energy efficiency by using Banker, Charnes, & Cooper Model, Data Envelopment Analysis as a research tool. Every restaurant has one efficiency score, and three energy saving targets (EST) , energy - saving target ratios (ESTR) and total - factor energy efficiency (TFEE) which include electricity, water and gas. Following, using the Spearman rank correlation coefficient to discuss the robust of models. Finally, the study uses the truncated regression with bootstrapped procedure to examine the determinants (including the number of employee, number of seats and type of restaurants ). An evaluation of energy efficiency in 33 restaurants in 2009-2013 is demonstrated. The empirical results show that there are twelve restaurants are not efficient. According to the energy saving targets , energy-saving target ratios and total-factor energy efficiencies, the owners of restaurant industry could aim at individual energy to develope its energy – saving methods efficiently.
中華徵信所 (2013) 。餐飲業-在飽和市場中創造商機。2013年12月20日,取自http://www.credit.com.tw/creditonline/cfcontent/industrial/weekly/index.cfm?sn=293
行政院主計總處 (2011) 。中華民國行業項目標準分類。2013年12月20日,取自http://www.dgbas.gov.tw/ct.asp?xItem=28854&ctNode=5479&mp=1。
周勝方 (2010) 。餐飲連鎖加盟管理:以系統化經營臺灣美食,征服全世界的胃。臺北市:華立圖書。
財政部 (2012) 。營利事業家數及銷售額。臺北市:作者。
財團法人中衛發展中心 (2013) 。中衛報告:開胡的美食饕客。臺北市:作者。
高秋英、林玥秀 (2004) 。餐旅管理。臺北市:揚智文化事業股份有限公司。
商業發展研究院 (2012) 。99-100年度餐飲服務業經營活動報告。臺北市:作者。
經濟部能源局 (2012) 。2012年非生產性質行業能源查核年報。臺北市:臺灣綠色生產力基金會。
經濟部統計處 (2013) 。產業經濟統計簡訊。臺北市:作者。
監察院 (2012) 。監察院調查報告:101財調0093。臺北市:作者。
臺灣自來水公司 (2012) 。每戶(每人)每月水費及每戶家庭每年水費占消費支出比率。2013年11月27日,取自http://www.water.gov.tw/02results/res_c_main.asp?bull_id=128。
臺灣連鎖暨加盟協會 (2013) 。臺灣連鎖店年鑑。臺北市:臺灣連鎖暨加盟協會。
臺灣連鎖暨加盟協會 (2013) 。2007-2012年臺灣餐飲業營業額與經濟成長率圖。2013年12月18日,取自http://www.tcfa.org.tw/asp/left_main.asp?act=form。
臺灣電力公司 (2012) 。歷年平均電價表。2013年11月27日,取自http://203.69.131.46/upfile/file/statistical_data/avg_price.pdf。
臺灣趨勢研究報告 (2011)。國內大型餐飲產業未來之人力需求。臺北市:臺灣趨勢研究股份有限公司。
Aebischer, B., Balmer, M. A., Kinney, S., Le Strat, P., Shibata, Y., & Varone, F. (2003). Energy efficiency indicators for high electric-load buildings. Retrieved June 15, 2014 from http://escholarship.org/uc/item/7qv6j5qj
Aigner, D., Lovell, C. A. L., & Schmidt, P. (1977). Formulation and estimation of stochastic frontier production function models. Journal of econometrics, 6(1), 21-37.
Anderson, R. I., Fish, M., Xia, Y., & Michello, F. (1999). Measuring efficiency in the hotel industry: a stochastic frontier approach. International Journal of Hospitality Management, 18(1), 45-57.
Au, A. K., & Tse, A. C. (1995). The effect of marketing orientation on company performance in the service sector: A comparitive study of the hotel industry in Hong Kong and New Zealand. Journal of International Consumer Marketing, 8(2), 77-87.
Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078-1092.
Bussiness Monitor International. (2012). Taiwan food & Drink Report 2012: includes BMI’s forecasts. London, UK: Business Monitor International.
Carroll, S. J., & Schneier, C. E. (1982). Performance appraisal and review systems: The identification, measurement, and development of performance in organizations. Glenview, IL: Scott, Foresman.
Chan, W. W. (2009). Environmental measures for hotels' environmental management systems: ISO 14001. International Journal of Contemporary Hospitality Management, 21(5), 542-560.
Chan, W. W., & Lam, J. C. (2002). Prediction of pollutant emission through electricity consumption by the hotel industry in Hong Kong. International Journal of Hospitality Management, 21(4), 381-391.
Chang, T. Y., & Hwang, S. N. (2006). The Performance Evaluation Model for the International Tourist Hotel of Taiwan-The Comparison of the Grey Relation Analysis and Data Envelopment Analysis. Journal of Tourism Studies, 12(1), 67-90.
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429-444.
Chen, C. F. (2007). Applying the stochastic frontier approach to measure hotel managerial efficiency in Taiwan. Tourism Management, 28(3), 696-702.
Chen, T. H. (2009). Performance measurement of an enterprise and business units with an application to a Taiwanese hotel chain. International Journal of Hospitality Management, 28(3), 415-422.
Dess, G. G., & Robinson, R. B. (1984). Measuring organizational performance in the absence of objective measures: The case of the privately‐held firm and conglomerate business unit. Strategic Management Journal, 5(3), 265-273.
Fang, C. Y., Hu, J. L., & Lou, T. K. (2013). Environment-adjusted total-factor energy efficiency of Taiwan's service sectors. Energy Policy, 1160-1168.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society. Series A (General), 120(3), 253-290.
Fried, H. O., Schmidt, S. S., & Yaisawarng, S. (1999). Incorporating the operating environment into a nonparametric measure of technical efficiency. Journal of Productivity Analysis, 12(3), 249-267.
Futamura, T. (2007). Made in Kentucky: the meaning of ‘local’food products in Kentucky’s farmers’ markets. The Japanese Journal of American Studies, 18, 209-227.
Hu, J. L., & Kao, C. H. (2007). Efficient energy-saving targets for APEC economies. Energy Policy, 35(1), 373-382.
Hu, J. L., & Wang, S. C. (2006). Total-factor energy efficiency of regions in China. Energy Policy, 34(17), 3206-3217.
Hu, J. L., Chiu, C. N., Shieh, H. S., & Huang, C. H. (2010). A stochastic cost efficiency analysis of international tourist hotels in Taiwan. International Journal of Hospitality Management, 29(1), 99-107.
Hu, M. L., Horng, J. S., Teng, C. C., & Chou, S. F. (2013). A criteria model of restaurant energy conservation and carbon reduction in Taiwan. Journal of Sustainable Tourism, 21(5), 765-779.
Hwang, S. N., & Chang, T. Y. (2003). Using data envelopment analysis to measure hotel managerial efficiency change in Taiwan. Tourism Management, 24(4), 357-369.
Jones, P., Comfort, D., & Hillier, D. (2004). A case study of local food and its routes to market in the UK. British Food Journal, 106 (4), 328-335.
Kasim, A., & Ismail, A. (2012). Environmentally friendly practices among restaurants: drivers and barriers to change. Journal of Sustainable Tourism, 20(4), 551-570.
Kast, F. E., & Rosenzweig, J. E. (1979). Organization and management: A systems and contingency approach. New York, NY: McGraw-Hill.
King, A. A., & Lenox, M. J. (2001). Does it really pay to be green? An empirical study of firm environmental and financial performance: An empirical study of firm environmental and financial performance. Journal of Industrial Ecology, 5(1), 105-116.
Leslie, D. (2007). The missing component in the ‘greening’of tourism: the environmental performance of the self-catering accommodation sector. International Journal of Hospitality Management, 26(2), 310-322.
Lewin, A. Y., Morey, R. C., & Cook, T. J. (1982). Evaluating the administrative efficiency of courts. Omega, 10(4), 401-411.
Lo, J. Y., Chan, W. W., & Wong, K. (2011). A comparison of cold-water thawing options in Chinese restaurants. Cornell Hospitality Quarterly, 52(1), 64-72.
Morey, R. C., & Dittman, D. A. (2003). Evaluating a hotel GM's performance A case study in benchmarking. Cornell Hotel and Restaurant Administration Quarterly, 44(5-6), 53-59.
Neves, J. C., & Lourenço, S. (2009). Using data envelopment analysis to select strategies that improve the performance of hotel companies. International Journal of Contemporary Hospitality Management, 21(6), 698-712.
Önüt, S., & Soner, S. (2006). Energy efficiency assessment for the Antalya Region hotels in Turkey. Energy and Buildings, 38(8), 964-971.
Rao, D. S. P., O'Donnell, C. J., Battese, G. E., & Coelli, T. J. (2005). An introduction to efficiency and productivity analysis. New York, NY: Springer.
Reynolds, D. (2004). An exploratory investigation of multiunit restaurant productivity assessment using data envelopment analysis. Journal of Travel & Tourism Marketing, 16(2-3), 19-26.
Reynolds, D., & Biel, D. (2007). Incorporating satisfaction measures into a restaurant productivity index. International Journal of Hospitality Management, 26(2), 352-361.
Reynolds, D., & Thompson, G. M. (2007). Multiunit restaurant productivity assessment using three-phase data envelopment analysis. International Journal of Hospitality Management, 26(1), 20-32.
Robbins, S. P., & Judge, T. A. (2001). Organizational behavior. London, UK: Prentice Hall.
Roh, E. Y., & Choi, K. (2010). Efficiency comparison of multiple brands within the same franchise: Data envelopment analysis approach. International Journal of Hospitality Management, 29(1), 92-98.
Sanjeev, G. M. (2007). Measuring efficiency of the hotel and restaurant sector: the case of India. International Journal of Contemporary Hospitality Management, 19(5), 378-387.
Sargeant, A., & Mohamad, M. (1999). Business performance in the UK hotel sector-does it pay to be market oriented?. Service Industries Journal, 19(3), 42-59.
Shieh, H. S. (2012). The greener, the more cost efficient? An empirical study of international tourist hotels in Taiwan. International Journal of Sustainable Development & World Ecology, 19(6), 536-545.
Shiming, D., & Burnett, J. (2002). Energy use and management in hotels in Hong Kong. International Journal of Hospitality Management, 21(4), 371-380.
Simar, L., & Wilson, P. W. (2007). Estimation and inference in two-stage, semi-parametric models of production processes. Journal of econometrics, 136(1), 31-64.
Smalley Institute (2003, January). Top Ten Problems Facing Humanity Over the Next 50 Years. Retrieved June 15, 2014 from http://cnst.rice.edu/content.aspx?id=246
Udovičić, M., Baždarić, K., Bilić-Zulle, L., & Petrovečki, M. (2007). What we need to know when calculating the coefficient of correlation?. Biochemia Medica, 17(1), 10-15.
Venkatraman, N., & Ramanujam, V. (1986). Measurement of business performance in strategy research: a comparison of approaches. Academy of Management Review, 11(4), 801-814.
Wang, Y. F., Chen, S. P., Lee, Y. C., & Tsai, C. T. S. (2013). Developing green management standards for restaurants: An application of green supply chain management. International Journal of Hospitality Management, 34, 263-273.
Zhou, P., & Ang, B. W. (2008). Linear programming models for measuring economy-wide energy efficiency performance. Energy Policy, 36(8), 2911-2916.
Zmeureanu, R. G., Hanna, Z. A., Fazio, P., & Silverio, J. G. (1994). Energy performance of hotels in Ottawa. ASHRAE Transactions, 100(1), 314-322.
Zhou, P., Ang, B. W., & Poh, K. L. (2008). A survey of data envelopment analysis in energy and environmental studies. European Journal of Operational Research, 189(1), 1-18.