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https://ah.lib.nccu.edu.tw/handle/140.119/137658| 題名: | 考量內生性生產要素與非意欲產出問題下探討CSR活動對銀行業經濟效率之影響 A study of the effects of bank`s CSR activities on its economic efficiency when endogenous inputs and undesirables present |
作者: | 邱義晃 Chiu, Yi-Huang |
貢獻者: | 黃台心 Huang, Tai-Hsin 邱義晃 Chiu, Yi-Huang |
關鍵詞: | 隨機邊界法 工具變數 投入面方向距離函數 企業社會責任 環境變數 非意欲產出 技術無效率 配置無效率 Stochastic frontier analysis Instrumental variables Input directional distance function Corporate social responsibility Environmental variable Undesirable outputs Technical inefficiency Allocative inefficiency |
日期: | 2021 | 上傳時間: | 1-Nov-2021 | 摘要: | 隨著經濟成長與環境變遷，企業經營開始注重環境、社會和公司治理(ESG)，本文針對這個議題，探討企業社會責任投入對銀行業經濟效率之影響，CSR資料取自EIRIS之2003-2014年32個國家287家銀行，要素投入與產出數據取自Bureau Van Dijk公司之ORBIS Bank Focus全球銀行與金融分析資料庫，利用隨機邊界方法考慮生產要素內生性與非意欲產出，同時探討技術與配置效率議題。採用Amsler, Prokhorov and Schmidt (2016)工具變數法解決要素內生性問題，確保迴歸係數估計值具備一致性，實證結果顯示總成本無效率主要來自配置無效率，而非技術無效率，此發現與銀行業常進行組織結構改造，重新調整人力、資本與資金等以改善配置無效率相呼應一致。\n進一步將技術和總無效率與環境變數連結，包括(1)前五大銀行市占率、(2) 銀行成立年數、(3)CSR員工項目分數、(4)資產報酬率、(5)淨值資產比、(6) CSR公司治理分數、(7)銀行資產/GDP比、(8)人均GDP等8個環境變數，其中前三項主要影響技術無效率因素，結果發現環境變數確實影響銀行經營效率，擬定執行經營策略納入考慮有其重要性。並將研究資料依年份期間與洲別分類，發現2007-2009年次貸風暴期間銀行經營效率最低，但三個期間的差異未達統計顯著；洲別分類以亞洲銀行經營效率最低，檢定發現歐洲與美洲銀行經營效率顯著高於亞洲銀行，研判與亞洲銀行種族文化、經濟環境與規模差異較大有關。文中比較不考慮(1)內生性、(2) CSR與(3)非意欲產出對經營效率之影響，發現造成技術無效率與配置無效率誤置，導致銀行經營者執行錯誤的經營策略方向，反而造成資源更多的浪費，評估銀行經營效率的影響因素必須充份完整，不得不慎。 With economic growth and environmental changes, firms begin to engage in activities of environment, society, and corporate governance (ESG). This dissertation focuses on these topics and examines the impact of corporate social responsibility (CSR) on economic efficiency of the banking industry. CSR related data are taken from EIRIS database spanning 2003-2014, including 287 banks from 32 countries. Input and output variables are collected from ORBIS Bank Focus database of Bureau Van Dijk. We use the stochastic frontier analysis that takes account of endogenous input and undesirable output into account to estimate technical and allocative efficiency for the sample banks. Following Amsler, Prokhorov and Schmidt (2016), we use instrumental variable approach to solve the endogeneity problem, which ensures the consistency of the parameter estimates. We estimate an input directional distance function and a cost frontier. The empirical results show that the total cost inefficiency is mainly from allocative inefficiency, rather than technical inefficiency. This suggests that the sample banks reallocate the employment of labor, capital, and funds in such a way as to improve allocative efficiencies.\nWe allow technical inefficiency to be correlated with eight environmental variables, including (1) the market share of the top five banks, (2) the number of years the banks have established, (3) the scores of CSR employee, (4) return on assets, (5) equity to assets ratio, (6) the scores of CSR corporate governance, (7) the ratio of bank assets to GDP, and (8) per capita GDP. We claim that the first three variables affect technical inefficiency, while the remaining five variables impact cost inefficiency. Empirical results support the use of the chosen environmental variables to account for inefficiency. The data are further classified by year and location (continents). Evidence is found that during the period of the financial crisis in 2007-2009, various efficiency measures are found to be the lowest, while the differences between other periods do not attain statistical significance. As far as location is concerned, banks operating in Asia have the lowest operation efficiency, while European and American banks are found to be outperform Asian banks on average. This may be attributed to environmental differences, including ethnic culture, economic environment, legal system, and operation scale. The models that ignore (1) endogeneity, (2) CSR activities, and (3) undesirable output tend to obtain biased technical and allocative inefficiency measures, leading bank managers to adopt wrong business strategies. We recommend that researchers incorporate the above three factors in their empirical models. |
參考文獻: | 中文文獻\n池祥麟、陳庭萱(2004)，銀行業企業社會責任之探討，台灣金融財務季\n刊，5(2)，111-127。\n李文福、張民忠、王媛慧(2015)，衡量與分解臺灣銀行業生產力與利潤力\n變動，經濟研究，51(2)，305-356。\n李宜謙(2010)，應用方向距離函數估計台灣銀行業效率與生產力，國立政\n治大學經濟學碩士論文。\n李秀英、劉俊儒、楊筱翎(2011)，企業社會責任與公司績效之關聯性，東\n海管理評論，13(1)，77-111。\n沈中華、陳庭萱(2008)，台灣商業銀行修正呆帳提列後的成本效率實證研\n究，經濟論文，36(2)，223-247。\n林灼榮、張國雄、徐啟升、邱敬貿(2007)，金融自由化對台灣十大行庫營\n運績效之影響，經濟研究，43(1)，1-33。\n林宜諄(2008)，企業社會責任入門手冊，天下遠見。\n林炳文(2002)，臺灣地區商業銀行合併效率性之分析-資料包絡分析法的應\n用，臺灣管理學刊，1(2)，341-356。\n卓佳慶(2011)，以方向性距離函數法衡量本國銀行業之效率與生產力-考慮\n逾放比率，台灣銀行季刊，62(1)，26-41。\n胡聚男(2020)，利用網絡 DEA 與網絡 SFA 探討企業社會責任對於銀行效\n率之影響，國立政治大學金融所博士論文。\n姚富元(2007)，台灣地區金融控股公司子銀行與一般商業銀行經營績效分\n析:隨機邊界利潤函數之應用，國立中興大學應用經濟研究所碩士論文。\n莊國柱、吳振國(2006)，臺灣區農會信用部經營效率評估:非意欲因素資料\n包絡分析法的應用，東吳經濟商學學報，52，1-26。\n陳柏琪、張靜貞、游明敏與徐世勳(2009)，臺灣地區農會經營績效之評估-\n多部門資料包絡法之應用，經濟論文叢刊，37(4)，415-453。\n陳昱宏、方顯光、蘇怡真(2012)，台灣之銀行業經營與財務績效分析，華\n人經濟研究，10(2)，79-103。\n張穎中(2017)，企業社會責任與成本效率之關係-隨機成本邊界法，國立政\n治大學金融所碩士論文。\n黃台心(1997)，臺灣地區本國銀行成本效率之實證研究-隨機邊界模型之應\n用，人文及社會科學集刊，9(1)，85-123。\n黃台心(1998)，以隨機成本邊界函數分析本國銀行的規模與多元經濟，經\n濟論文叢刊，26(2)，209-241。\n黃台心(2002)，我國多產出銀行業不完全競爭策略行為之研究，經濟論\n文，30(1)，79-113。\n黃台心、王美惠(2005)，考慮技術與配置無效率下的銀行業規模與多元經\n濟分析，東吳經濟商學學報，50，1-44。\n黃台心、沈中華、吳孟紋、張穎中(2019)，在隨機成本架構下銀行從事CSR\n會否影響其效率？財務金融學刊，27(4)，1-32。\n黃台心、林嘉偉、胡聚男(2019)，考慮單調性與曲度於貝氏隨機方向距離\n函數以衡量生產效率，經濟論文叢刊，47 (2)，273-320。\n黃台心、張寶光、邱郁芳(2009)，應用共同成本函數探討東亞六國銀行業\n之生產效率，經濟論文，37，61-100。\n黃旭寧(2017)，企業社會責任與銀行成本效率之關係-兩階段資料包絡分析\n法，國立政治大學金融所碩士論文。\n黃美瑛、盧彥瑋(2008)，台灣金融業結合案例之經濟效益評估-金控公司範\n疇經濟衡量，公平交易季刊，16(4)，31-66。\n黃建銘(2006)，企業社會責任與營運績效分析:兩層級資料包絡分析法之應\n用，國立政治大學財政所碩士論文。\n黃國睿(2014)，金融監理制度對商業銀行利潤效率之影響--亞洲12國之實\n證分析，國立政治大學金融所碩士論文。\n梁連文、李盈慧(2016)，企業社會責任與銀行效率關聯性之探討-三階段資\n料包絡分析法，會計與財金研究，9(1)，11-30。\n梁連文、彭顯浩(2016)，公司治理、外資進入可提升銀行效率嗎？金控與\n非金控銀行之比較分析，績效與策略研究，13(1)，21-44。\n梁連文、黃舒筠(2013)，企業社會責任可提升銀行經營績效嗎？-隨機邊界\n法之應用，中華管理績效評鑑學會，5(2)，49-66 。\n馮燕(2004)，企業型基金會公益資源運用個案研究，行政院國家科學委員\n會專題研究計畫成果報告。\n馮璐、吳夢(2018)，互聯網金融對中國商業銀行利潤效率的影響研究，武\n漢金融，2018(10)，41-53。\n曾昭玲、陳世能、林俊宏(2005)，逾放比對銀行經營績效影響之多期性研\n究，台灣金融財務季刊，6(4)，41-68。\n楊文、孫蚌珠、程相賓(2015)，中國國有商業銀行利潤效率及影響因素-基\n於所有權結構變化視角，經濟學（季刊），2015(1)，535-556。\n楊永列、黃鏡如(2010)，台灣地區本國銀行生產面與成本面 Malmquiest\n生產力指數之估計，經濟論文叢刊，37(4)，353-378。\n詹維玲、劉景中(2006)，金融自由化後台灣銀行的效率與生產力，經濟論\n文，34(4)，251-300。\n劉松瑜、謝棋、溫育芳(2006)，台灣銀行業在金控與非金控架構下之效率\n分析，台灣金融財務季刊，7(3)，127-176。\n劉孟飛、王軍(2015)，系統性風險約束下的商業銀行成本、利潤效率比較\n研究，中國管理科學，23(12)，27-34。\n劉湘國(1998)，臺灣地區一般新、舊銀行經營效率之比較:利潤函數之應用\n與研究，國立交通大學管理科學研究所碩士論文。\n鄭秀玲、劉育碩(2000)，銀行規模、多角化程度與經營效率分析-資料包絡\n法之應用，人文及社會科學集刊，12(1)，103-148。\n鍾朝偉(2013)，台灣金融控股公司的成本與利潤效率之分析，國立中興大\n學應用經濟研究所碩士論文。\n戴錦周、丁佳瑜(2006)，台灣商業銀行成本效率與風險之研究-異質變異隨\n機邊界分析之應用，亞洲管理與人文科學期刊，1(3)，404-421。\n\n英文文獻\nAckerman, R. W., & Bauer, R. A. (1976), Corporate social\nresponsiveness, Reston , VA：Reston.\nAdesina, K. S. (2019), Bank technical, allocative and cost\nefficiencies in Africa: The influence of intellectual\ncapital, The North American Journal of Economics and\nFinance, 48, 419-433.\nAigner, D. J. (2006), Corporate social responsibility and\nthe bottom line, Working Paper, Paul Merage School of\nBusiness, University of California, Irvine.\nAkande, J. O. & Kwenda, F. (2017), Competition cause\nstability in banks? SFA and GMM application to Sub-Saharan\nAfrica commercial banks, Journal of Economics and\nBehavioral Studies, 9(4(J)), 173-186.\nAly, H.Y., Grabowski, R., Pasurka, C., & Rangan, N. (1990),\nTechnical, scale and allocative efficiencies in US banking:\nAn empirical investigation, Review of Economics and\nStatistics, 72, 211-218.\nAmsler, C., Prokhorov, A., & Schmidt, P. (2016), Endogeneity\nin stochastic frontier models, Journal of Econometrics,\n190, 280-288.\nAmsler, C., Prokhorov, A., & Schmidt, P. (2017), Endogenous\nenvironmental variables in stochastic frontier models,\nJournal of Econometrics, 199, 131-140.\nArdizzi, G., Crudu, F. & Petraglia, C. (2019), Innovation\nand cost efficiency in the banking industry: The role of\nelectronic payments, Economic Notes - Monte Paschi Siena,\n48(1), 12121-n/a.\nAriff, M. & Can, L. (2008), Cost and profit efficiency of\nChinese banks: A non-parametric analysis, China Economic\nReview, 19, 260-273.\nAupperle, K. E., Carroll, A. B., & Hatfield, J. D. (1985),\nAn empirical examination of the relationship between\ncorporate social responsibility and profitability, Academy\nof Management Journal, 28(2), 446-463.\nAvkiran, N. K. (1999), The evidence on efficiency gains: The\nrole of mergers and the benefits to the public, Journal of\nBanking and Finance, 23, 991-1013.\nBagnoli, M. & Watts, S. G. (2003), Selling to socially\nresponsible consumers: Competition and the private\nprovision of public goods, Journal of Economics &\nManagement Strategy, 12(3), 419-445.\nBanker, R. D., Charnes, A., & Cooper, W. W. (1984), Some\nmodels for estimating technical and scale inefficiencies in\ndata envelopment analysis, Management Science, 30(9), 1078-\n1092.\nBarnett, M. L. & Salomon, R. M. (2006), Beyond dichotomy:\nthe curvilinear relationship between social responsibility\nand financial performance, Strategic Management Journal,\n27(11), 1101-1122.\nBaron, D. P. (2001), Private politics, corporate social\nresponsibility, and integrated strategy, Journal of\nEconomics & Management Strategy, 10(1), 7-45.\nBattese, G. E. &Rao, D. S. P. (2002), Technology gap,\nefficiency and a stochastics metafrontier function,\nInternational Journal of Business and Economics, 1, 87-93.\nBattese, G. E., Rao, D. S. P. & O`Donnell, C. J. (2004), A\nmetafrontier production function for estimation of\ntechnical efficiencies and technology gaps for firms\noperating under different technologies, Journal of\nProductivity Analysis, 21, 91-103.\nBecchetti, L. & Trovato, G. (2011), Corporate social\nresponsibility and firm efficiency: a latent class\nstochastic frontier analysis, Journal of Productivity\nAnalysis, 36(3), 231-246.\nBéchir, B. L., Brahim, G., Younes, B. Z., & Jahmane, A.\n(2019), Accounting for endogeneity and the dynamics of\ncorporate social–Corporate financial performance\nrelationship, Journal of Cleaner Production, 230, 352-364.\nBelasri, S., Gomes, M., & Pijourlet, G. (2020), Corporate\nsocial responsibility and bank efficiency, Journal of\nMultinational Financial Management, 54, 100612.\nBerger, A. N. & DeYoung, R. (1997), Problem loans and cost\nefficiency in commercial banks, Journal of Banking and\nFinance, 21(7), 849-870.\nBerger, A. N. & DeYoung, R. (2001), The effects of\ngeographic expansion on bank efficiency, Journal of\nFinancial Services Research, 19, 163−207.\nBerger, A. N., Hasan, I., & Zhou, M. (2009), Bank ownership\nand efficiency in China: What will happen in the world`s\nlargest nation?, Journal of Banking & Finance, 33, 113-130.\nBerger, A. N. & Humphrey, D. B. (1997), Efficiency of\nfinancial institutions: International survey and directions\nfor future research, European Journal of Operational\nResearch, 98, 175-212.\nBhattacharya, C.B, & Sen, S. (2004), Doing better at doing\ngood: when, why, and how consumers respond to corporate\nsocial initiatives, California Management Review, 47(1), 9-\n24.\nBonin, J. P., Hasan, I., & Wachtel, P. (2005), Privatization\nmatters: Bank efficiency in transition countries, Journal\nof Banking & Finance, 29, 2155-2178.\nBos, J. W. B. & Schmiedel, H. (2007), Is there a single\nfrontier in a single European banking market?, Journal of\nBanking and Finance, 31, 2081-2102.\nBoutin-Dufresne, F. & Savaria, P. (2004), Corporate social\nresponsibility and financial risk, The Journal of\nInvesting, 13(1), 57-66.\nBowen, H. R. (1953), Social Responsibilities of the\nBusinessman, New York: Harper and Brothers.\nBowman, E. H., & Haire, M. (1975). A strategic posture\ntoward corporate social responsibility, California\nManagement Review, 18(2), 49-58.\nBoyle, E. J., Higgins, M. M., & Rhee, G. S. (1997), Stock\nmarket reaction to ethical initiatives of defense\ncontractors: Theory and evidence, Critical Perspectives on\nAccounting, 8(6), 541-561.\nBrammer, S., & Millington, A. (2008), Does it pay to be\ndifferent? An analysis of the relationship between\ncorporate social and financial performance, Strategic\nManagement Journal, 29(12), 1325-1343.\nBrammer, S. & Pavelin, S. (2004), Building a good\nreputation, European Management Journal, 22(6), 704-713.\nBrammer, S. J. & Pavelin, S. (2006), Corporate reputation\nand social performance: The importance of fit, Journal of\nManagement Studies, 43(3), 435-455.\nCarroll, A. B. (1991), The pyramid of corporate social\nresponsibility: Toward the moral management of\norganizational stakeholders, Business Horizons, 34(4), 39-\n48.\nCarroll, A. B. (1999), Corporate social responsibility:\nEvolution of a definitional construct, Business and\nSociety, 38, 268-295.\nCasu, B. & Girardone, C. (2004), Financial conglomeration:\nEfficiency, productivity and strategic drive, Applied\nFinancial Economics, 14, 687-696.\nChambers, R. G. (1988). Applied Production Analysis: A Dual\nApproach, Cambridge University Press.\nChambers, R., Chung, Y., & F¨are, R. (1996), Benefit and\ndistance functions, Journal of Economic Theory, 70, 407-\n419.\nCharles, V. & Kumar, M. (2014), Satisficing data envelopment\nanalysis: An application to SERVQUAL efficiency,\nMeasurement, 51, 71-80.\nCharnes, A., Cooper, W. W., & Rhodes, E. (1978), Measuring\nthe efficiency of decision making units, European Journal\nof Operational Research, 2, 429-444.\nChen, K. H. (2012), Incorporating risk input into the\nanalysis of bank productivity: Application to the Taiwanese\nbanking industry, Journal of Banking and Finance, 36, 1911-\n1921.\nChen, X., Skully, M., & Brown, K. (2005), Banking efficiency\nin China：Application of DEA to pre- and post-deregulation\neras：1993-2000, China Economic Review, 16, 229-245.\nChen, Y. & Wang, Y. (2015), The efficiency of China`s\nbanking industry and the determinants, International\nEconomic Journal, 241-23.\nChen, Y. C., Chiu, Y. H., Huang, C. W., & Tu, C. H. (2013),\nThe analysis of bank business performance and market risk—\nApplying fuzzy DEA, Economic Modelling, 32, 225-232.\nChen, Z., Matousek, R., & Wanke, P. (2018), Chinese bank\nefficiency during the global financial crisis: A combined\napproach using satisficing DEA and support vector machines,\nThe North American Journal of Economics and Finance, 43,\n71-86.\nCheng, C. P., Liang, L. W., & Huang, C. T. (2014), Effect of\ninternationalization on the cost efficiency of Taiwan`s\nbanks, Emerging Markets Finance & Trade, 50 (sup6), 204-\n228.\nCho, T. Y. (2020), Cost metafrontier approach for measuring\nthe Malmquist productivity index: An example of bank groups\nformed after the financial reform in Taiwan, Pacific\nEconomic Review (Oxford, England), 25(4), 475-494.\nChoi, H., Choi, B., & Byun, J. (2018), The relationship\nbetween corporate social responsibility and earnings\nmanagement: Accounting for endogeneity, Investment\nManagement & Financial Innovations, 15(4), 69-84.\nChung, Y., F¨are, R., & Grosskopf, S. (1997), Productivity\nand undesirable outputs: A directional distance function\napproach, Journal of Environmental Management, 51, 229-\n240.\nCoelli, T. J., Rao, D. S. P., O’Donnell, C. J., & Battese,\nG. E. (2005), An introduction to efficiency and\nproductivity analysis, Springer, New York, New York.\nDam, L., Koetter, M., & Scholtens, B. (2009), Why do firms\ndo good? Evidence from managerial efficiency, SSRN Working\nPaper.\nDavis, K. (1960), Can business afford to ignore social\nresponsibilities?, California Management Review, 2(3), 70-\n76.\nDing, N., Fung, H. G., & Jia. J. (2015), What drives cost\nefficiency of banks in China,China & World Economy, 23(2),\n61-83.\nDonaldson, T. & Preston, L. E. (1995), The stakeholder\ntheory of the corporation: Concepts, evidence, and\nimplications, Academy of Management Review, 20(1), 65-91.\nDowell, G., Hart, S., & Yeung, B. (2000), Do corporate\nglobal environmental standards create or destroy market\nvalue?, Management Science, 46(8), 1059-1074.\nDucassy, I. (2013), Does corporate social responsibility pay\noff in times of crisis? An alternate perspective on the\nrelationship between financial and corporate social \nperformance, Corporate Social Responsibility and\nEnvironmental Management, 20(3), 157-167.\nFäre, R., & Grosskopf, S. (2004), Modeling undesirable\nfactors in efficiency evaluation: Comment, European Journal\nof Operational Research, 157(1), 242-245.\nFäre, R., Grosskopf, S., & Lovell, C. (1985), The\nMeasurement of Efficiency of Production, Boston US: Kluwer-\nNijhoff Publishing.\nFäre, R., & Grosskopf, S. (2005), New directions: Efficiency\nand Productivity, Kluwer Academic Publishers,\nBoston/Dordrecht/London.\nFäre, R., Grosskopf, S., Noh, D-W., & Weber, W. (2005),\nCharacteristics of a polluting technology: Theory and\npractice, Journal of Econometrics, 126(2), 469-492.\nFäre, R., Grosskopf, S., & Weber, W. (2004), The effect of\nrisk-based capital requirements on profit efficiency in\nbanking, Applied Economics, 36, 1731-1743.\nFäre, R., Grosskopf, S., & Weber, W. (2006), Shadow prices\nand pollution costs in U.S. agriculture, Ecological\nEconomics, 56, 89-103.\nFarrell, M. J. (1957), The measurement of productive\nefficiency, Journal Royal Statistical Society, 120, 53-\n281.\nFarrier, G. D. & Lovell, C. A. (1990), Measuring cost\nefficiency in banking: Econometric and linear programming\nevidence, Journal of Econometrics, 46, 229-245.\nFeith, M. D. & Pasiouras, F. (2010), Assessing bank\nefficiency and performance with operational research and\nartificial intelligence techniques: A survey, European Journal of Operational Research, 204, 189-198.\nFormbrun, C. J., Gardberg, N. A., & Barnett, M. L. (2000).\nOpportunity platforms and safety nets: Corporate\ncitizenship and reputational risk, Business and Society\nReview, 105, 85-106.\nForgione, A. F., Laguir, I., & Staglianò, R. (2020), Effect\nof corporate social responsibility scores on bank\nefficiency: The moderating role of institutional context,\nCorporate Social Responsibility and Environmental\nManagement, 27(5), 2094-2106.\nFrankental, P. (2001), Corporate social responsibility–a PR\ninvention? Corporate Communications, 6(1), 18-23.\nFrederick, W. C. (1960), The growing concern over business\nresponsibility, California\nManagement Review, 2, 54-61.\nFriedman, M. (1970), The social responsibility of business\nis to increase its profits, New York Times Magazine,\nSeptember, 13.\nFries, S. & Taci, A. (2005), Cost efficiency of banks in\ntransition: Evidence from 289 banks in 15 post-communist\ncountries, Journal of Banking & Finance, 29(1), 55-81.\nFu, X. & Heffernan, S. (2007), Cost X-efficiency in China`s\nbanking sector, China Economic Review, 18, 35-53.\nFu, X., & Heffernan, S. (2009), The effects of reform on\nChina`s bank structure and performance, Journal of Banking\n& Finance, 3, 39-52.\nFukuyama, H. & Tan, Y. A. (2021), Corporate social\nbehaviour: Is it good for efficiency in the Chinese banking\nindustry?, Annals of Operations Research, Accepted: 11\nFebruary .\nFukuyama, H. & Weber, W. L. (2008), Japanese banking\ninefficiency and shadow pricing, Mathematical and Computer\nModelling, 48, 1854-1867.\nFungáčová, Z., Pessarossi, P., & Weill, L. (2013), Is bank\ncompetition detrimental to efficiency? Evidence from China,\nChina Economic Review, 27, 121-134.\nGarcia-Herrero, A., Gavila, S., & Santabarbara, D. (2009),\nWhat explains the low profitability of Chinese banks?,\nJournal of Banking & Finance, 33, 2080-2092.\nGhoul, S. E., Guedhami, O., Kwok, C. C. Y., & Mishra, D. R.\n(2011), Does corporate social responsibility affect the\ncost of capital? Journal of Banking & Finance, 35(9), 2388-\n2406.\nGodfrey, P. C., Merrill, C. B., & Hansen, J. M. (2009), The\nrelationship between corporate social responsibility and\nshareholder value: An empirical test of the risk management\nhypothesis. Strategic Management Journal, 30(4), 425-445.\nGoodpaster, K. E. (1983), The concept of corporate\nresponsibility, Harvard Business Review, 61, 1-22.\nGoss, A. & Roberts, G. S. (2011), The impact of corporate\nsocial responsibility on the cost of bank loans. Journal of\nBanking & Finance, 35(7), 1794-1810.\nGraves, S. B. & Waddock, S. A. (1994), Institutional owners\nand corporate social performance, Academy of Management\nJournal, 37(4), 1034-1046.\nGriffin, J. J. & Mahon, J. F. (1997), The corporate social\nperformance and corporate financial performance debate:\nTwenty-five years of incomparable research, Business &\nSociety, 36(1), 5-31.\nHasan, I. & Marton, K. (2003), Development and efficiency of\nthe banking sector in a transitional economy: Hungarian\nexperience, Journal of Banking & Finance, 27, 2249-2271.\nHayami, Y. (1969), Sources of agricultural productivity gap\namong selected countries, American Journal of Agricultural\nEconomics, 51, 564-575.\nHayami, Y. & Ruttan, V. W. (1970), Agricultural Productivity\nDifferences among Countries, The American Economics Review,\n60, 895-911.\nHenderson, A. T. & Mapp, K. L. (2002), The Impact of School,\nFamily, and Community Connections on Student Achievement,\nAustin, TX: Southwest Educational Development Laboratory.\nHillman, A. J. & Keim, G. D. (2001), Shareholder value,\nstakeholder management, and social issues: What`s the\nbottom line? Strategic Management Journal, 125-139.\nHolod, D. & Lewis, H. F. (2011), Resolving the deposit\ndilemma: A new DEA bank efficiency model. Journal of\nBanking & Finance, 35(11), 2801-2810.\nHuang, M. Y. & Fu, T. T. (2013), An examination of the cost\nefficiency of banks in Taiwan and China using the\nmetafrontier cost function, Journal of Productivity\nAnalysis, 40, 387-406.\nHuang, M. Y., Fu, T. T., Pastor, J.T, Aparicio, J., & Orea,\nL. (2013), An examination of the cost efficiency of banks\nin Taiwan and China using the metafrontier cost function,\nJournal of Productivity Analysis, 40(3), 387-406.\nHuang, T. H., Chang, B. G., & Kuo, C. Y. (2015), A\ncomparison of the technical efficiency of accounting firms\namong the US, China, and Taiwan under the framework of a\nstochastic metafrontier production function, Journal of\nProductivity Analysis, 44, 337-349.\nHuang, T. H., Chang, B. G., & Kuo, C.Y. (2017), Comparing\nthe metafrontier Malmquist productivity changes of public\naccounting firms across countries, Asia-Pacific Journal of\nAccounting and Economics, 26(5), 589-608.\nHuang, T. H., Chiang, D. L., & Tsai, C. Ｍ. (2015), Applying\nthe new metafrontier directional distance function to\ncompare banking efficiencies in Central and Eastern\nEuropean countries, Economic Modelling, 44(1), 188-199.\nHuang, T. H., Chiu, Y. H. & Mao, C. Y. (2021), Imposing\nregularity conditions to measure bank`s productivity\nchanges in Taiwan using a stochastic approach, Asia-Pacific\nFinancial Markets, 28(2), 273-303.\nHuang, T. H. & Chung M. T. (2017), Do undesirables matter on\nthe examination of banking efficiency using stochastic\ndirectional distance functions, The Quarterly Review of\nEconomics and Finance, 65, 194-211.\nHuang, T. H. & Kao, T. L. (2006), Joint estimation of\ntechnical efficiency and production risk for multioutput\nbanks under a panel data cost frontier model, Journal of\nProductivity Analysis, 26(1), 87-102.\nHuang, T. H., Huang, C. J., & Liu, N. H. (2014), A new\napproach to estimating the metafrontier production function\nbased on a stochastic frontier framework, Journal of\nProductivity Analysis, 42, 241-254.\nHuang, T. H., Shen, C. H., Wu, M. W., & Chang, Y. C. (2019),\nDoes CSR engagement affect banking efficiency in the\ncontext of a stochastic cost frontier? Journal of Financial\nStudies, 27(4), 1-32.\nHuang, T. H. & Wang, M. H. (2004), Comparisons of economic\ninefficiency between output and input measures of technical\ninefficiency using the Fourier flexible cost function,\nJournal of Productivity Analysis, 22(1-2), 123-142.\nHumphrey, D. B. (1985), Costs and scale economies in bank\nintermediation, Handbook for Banking Strategy, 745-783.\nJiang, C., Yao, S., & Zhang, Z. (2009), The effects of\ngovernance changes on bank efficiency in China: A\nstochastic distance function approach, China Economic\nReview, 20, 717-731.\nJondrow, J., Lovell, C. A. K., Materov, I. S., & Schmidt, P.\n(1982), On estimation of technical inefficiency in the\nstochastic frontier production function model, Journal of\nEconometrics, 19, 233-238.\nJones, T. M. (1995), Instrumental stakeholder theory: A\nsynthesis of ethics and economics, Academy of Management\nReview, 20(2), 404-437.\nKaffash, S., Azizi, R., Huang, Y., & Zhu, J. (2020), A\nsurvey of data envelopment analysis applications in the\ninsurance industry 1993–2018, European Journal of\nOperational Research, 284(3), 801-813.\nKarakaplan, M. U. & Kutlu, L. (2013), Handling endogeneity\nin stochastic frontier analysis: A solution to endogenous\neducation cost frontier models, Discussion Paper, Oregon\nState University.\nKarakaplan, M. U. & Kutlu, L. (2017), Endogeneity in panel\nstochastic frontier models: An application to the Japanese\ncotton spinning industry, Applied Economics, 49(59),\n5935-5939.\nKarray, S. C. & Chichti, J. E. (2013), Bank size and\nefficiency in developing countries: Intermediation approach\nversus value added approach and impact of non-traditional\nactivities, Asian Economic and Financial Review, 3(5), 593.\nKevork, I. S., Pange, J., Tzeremes, P., & Tzeremes, N. G.\n(2017), Estimating Malmquist productivity indexes using\nprobabilistic directional distances: An application to the\nEuropean banking sector, European Journal of Operational\nResearch, 261(3), 1125-1140.\nKing, A. & Lenox, M. (2002), Exploring the locus of\nprofitable pollution reduction, Management Science, 48, 289\n–299.\nKoutsomanoli-Filippaki, A., Margaritis, D., & Staikouras, C.\n(2009), Efficiency and productivity growth in the banking\nindustry of Central and Eastern Europe, Journal of Banking\n& Finance , 33, 557-567.\nKutlu, L. (2010), Battese-coelli estimator with endogenous\nregressors, Economics Letters, 109(2), 79-81.\nKutlu, L., Tran, K. C., & Tsionas, M. G. (2019), A time-\nvarying true individual effects model with endogenous\nregressors, Journal of Econometrics, 211(2), 539-559.\nLai, H.P. & Kumbhakar, S. C. (2018), Endogeneity in panel\ndata stochastic frontier model with determinants of\npersistent and transient inefficiency, Economics Letters,\n162, 5-9.\nLai, H.P. & Kumbhakar, S. C. (2019), Technical and\nallocative efficiency in a panel stochastic production\nfrontier system model, European Journal of Operational\nResearch, 278(1), 255-265.\nLatruffe, L., Bravo-Ureta, B. E., Carpentier, A., Desjeux,\nY., & Moreira, V. H. (2017), Subsidies and technical\nefficiency in agriculture: Evidence from European dairy\nfarms, American Journal of Agricultural Economics , 99(3),\n783-799.\nLee, C. C. & Huang, T. H. (2017), Cost efficiency and\ntechnological gap in Western European Banks: A stochastic\nmetafrontier analysis, International Review of Economics\nand Finance, 48, 161-178.\nLešanovská, J. & Weill, L. (2016), Does greater capital\nhamper the cost efficiency of banks?, A bicausal analysis,\nComparative Economic Studies, 58(3), 409.\nLiadaki, A. & Gaganis, C. (2010), Efficiency and stock\nperformance of EU banks: Is there a relationship?, Omega\n(Oxford), 38(5), 254-259.\nLiang, L. W., Cheng, C. P., & Lin, Y. P. (2020),\nDeterminants of banking efficiency and survival in Taiwan\nwith consideration of the real management cost, Emerging\nMarkets Finance & Trade, 56(5), 1003-1023.\nLin, H. L., Tsao, C. C. & Yang, C. H. (2009), Bank reforms,\ncompetition and efficiency in China`s banking system: Are\nsmall city bank entrants more efficient?, China and World\nEconomy, 17, 69- 87.\nLin, X. & Zhang, Y. (2009), Bank ownership reform and bank\nperformance in China, Journal of Banking & Finance , 33, 20-29.\nMalikov, E., Kumbhakar, S. C., & Tsionas, M. G. (2016), A\ncost system approach to the stochastic directional\ntechnology distance function with undesirable outputs: The\ncase of US banks in 2001–2010, Journal of Applied\nEconometrics (Chichester, England), 31(7), 1407-1429.\nMalmquist, S. (1953), Index numbers and indifference\nsurfaces, Trabajos de Estadistica, 4, 209-242.\nMamatzakis, E., Staikouras, C., & Koutsomanoli-Filippaki, A.\n(2008), Bank efficiency in the new European Union member\nstates: Is there convergence?, International Review of\nFinancial Analysis, 17, 1156-1172.\nMamatzakis, E., Tsionas, M. G., Kumbhakar, S. C., &\nKoutsomanoli-Filippaki, A. (2015), Does labour regulation\naffect technical and allocative efficiency? Evidence from\nthe banking industry, Journal of Banking & Finance, 61,\nS84-S98.\nMaradin, D., Prohaska, Z., & Nikolaj, S. S. (2019), The\nproductivity of European banking sector: A review of the\npost-2000 literature, UTMS Journal of Economics, 10(2),\n249-257.\nMargolis, J. D. & Walsh, J. P. (2003), Misery loves\ncompanies: Rethinking social initiatives by business,\nAdministrative Science Quarterly, 48(2), 268-305.\nMecaj, A. & Bravo, M. I. G. (2014), CSR actions and\nfinancial distress: Do firms change their CSR behavior when\nsignals of financial distress are identified? Modern\nEconomy, 5(4), 259-271.\nMelo-Becerra, L.A. & Orozco-Gallo, A.J. (2017), Technical\nefficiency for Colombian small crop and livestock farmers:\nA stochastic metafrontier approach for different production\nsystems, Journal of Productivity Analysis, 47, 1-16.\nMeng, M. (2014), A hybrid particle swarm optimization\nalgorithm for satisficing data envelopment analysis under\nfuzzy chance constraints, Expert Systems with Applications,\n41(4), 2074-2082.\nMester, L. J. (1993), Efficiency in the savings and loan\nIndustry, Journal of Banking and Finance, 17, 267-286.\nMiller, S. M. & Noulas, A. G. (1996), The technical\nefficiency of large bank production, Journal of Banking &\nFinance, 20(3), 495−509.\nMoskowitz, M. (1972), Choosing socially responsible stocks,\nBusiness and Society Review, 1(1), 71-75.\nNelling, E. & Webb, E. (2009), Corporate social\nresponsibility and financial performance: The “virtuous\ncircle” revisited, Review of Quantitative Finance and\nAccounting, 2(2), 197-209.\nNguyen, P. H. & Pham, D. T. B. (2020), The cost efficiency\nof Vietnamese banks: The difference between DEA and SFA,\nJournal of Economics and Development, 22(2), 209-227.\nNguyen, T. L. A. (2018), Diversification and bank efficiency\nin six ASEAN countries, Global Finance Journal, 37, 57-78.\nNguyen, T. L. A. & Vo, X. V. (2020), Does corporate\ngovernance really matter for bank efficiency?, Evidence\nfrom ASEAN countries, Eurasian Economic Review, 10(4), 681-\n706.\nNoulas, A. G. (1997), Productivity growth in the Hellenic\nbanking industry: State versus Private Banks, Applied\nFinancial Economics, 7, 223-228.\nO`Donnell, C. J., Rao, D. S. P., & Battese, G. E. (2008),\nMetafrontier frameworks for the study of firm-level\nefficiencies and technology ratios, Empirical Economics,\n34, 231-255.\nOrlitzky, M., Schmidt, F. L., & Rynes, S. L. (2003),\nCorporate social and financial performance: A meta-\nanalysis, Organization Studies, 24(3), 403-441.\nPark, K. H. & Weber, W. L. (2006), A note on efficiency and\nproductivity growth in the Korean banking industry, 1992-\n2002, Journal of Banking & Finance, 30, 2371-2386.\nParkan, C. (1987), Measuring the efficiency of service\noperations: An application to bank branches, Engineering\nCosts and Production Economics, 12, 237-242.\nPasiouras, F., Tanna, S., & Zopounidis, C. (2009), The\nimpact of banking regulations on bank`s cost and profit\nefficiency: Cross-country evidence, International Review of\nFinancial Analysis, 18(5), 294-302.\nPaul, C. M., and Siegel, D. (2006), Corporate social\nresponsibility and economic performance, Journal of\nProductivity Analysis, 26(3), 207-211.\nPeloza, J. (2006), Using corporate social responsibility as\ninsurance for financial performance, California\nManagement Review, 48(2), 52-72.\nPhan, T., Daly, K., Doan, A. T., & McMillan, D. (2018), The\neffects of risks and environmental factors on bank cost\nefficiency: A study in East Asia and Pacific region, Cogent\nEconomics & Finance, 6(1), 1-25.\nPorter, M. E. (1980), Competitive strategy: Techniques for\nanalyzing industries and competition, New York, 300, 28.\nPreston, L. E., & Post, J. E. (1975), Private management\nand public policy：The principle of public responsibility,\nEnglewood Cliffs, NJ：Prentice Hall.\nPrior, D., Surroca, J., & Tribo, J. A. (2008), Are socially\nresponsible managers really ethical? Exploring the\nrelationship between earnings management and corporate\nsocial responsibility, Corporate Governance, 16(3), 160-\n177.\nPuri, J. & Yadav, S. P. (2014), A fuzzy DEA model with\nundesirable fuzzy outputs and its application to the\nbanking sector in India, Expert Systems with Applications,\n41 (14), 6419-6432.\nRahman, M. M., Ashraf, B. N., Zheng, C., & Begum, M. (2017),\nImpact of cost efficiency on bank capital and the cost of\nfinancial intermediation: Evidence from BRICS countries,\nInternational Journal of Financial Studies, 5(4), 32.\nRezvanian, R. & Mehdian, S. (2002), An examination of cost\nstructure and production performance of commercial banks in\nSingapore, Journal of Banking & Finance, 26(1), 79-98.\nRitter, C., & Simar, L. L. (1997), Pitfalls of normal-Gamma\nstochastic frontier models, Journal of Productivity\nAnalysis, 8(2), 167-182.\nRogers, K. E. (1998), Nontraditional activities and the\nefficiency of US commercial banks, Journal of Banking &\nFinance, 22, 467−482.\nRusso, M. & Fouts, P. (1997), A resource-based perspective\non corporate environmental performance and profitability,\nAcademy of Management Journal, 40, 534–559.\nSantín, D. & Sicilia, G. (2017), Dealing with endogeneity in\ndata envelopment analysis applications, Expert Syst. Appl.,\n68, 173-184.\nSapci, A. & Miles, B. (2019), Bank size, returns to scale,\nand cost efficiency, Journal of Economics and Business,\n105, 105842.\nSathye, M. (2003), Efficiency of banks in a developing\neconomy: The case of India, European Journal of\nOperational Research, 148, 662-671.\nSealey Jr, C. W. & Lindley, J. T. (1977), Inputs, outputs,\nand a theory of production and cost at depository financial\ninstitutions, The Journal of Finance (New York), 32(4),\n1251-1266.\nSeiford, L. M. & Zhu, J. (2002), Modeling undesirable\nfactors in efficiency evaluation, European Journal of\nOperational Research, 142, 16-20.\nSethi, S. P. (1975), Dimensions of corporate social\nperformance an analytical framework, California Management\nReview, 17, 58-64.\nShah, A. A., Wu, D., & Korotkov, V. (2019), Are sustainable\nbanks efficient and productive? A data envelopment analysis\nand the Malmquist productivity index analysis\nSustainability, Basel, Switzerland, 11(8), 2398, MDPIAG.\nShao, L., Xu, T., & Shao, Y. (2020), Non-parametric model\nfor evaluating the performance of Chinese commercial bank`s\nproduct innovation sustainability, (Basel, Switzerland),\n12(4), 1523.\nShephard, R. W. (1970), Theory of Cost and Production\nFunctions, Princeton: Princeton University Press.\nSherman, H. D. & Gold, F. (1985), Bank branch operating\nefficiency: Evaluation with data envelopment analysis,\nJournal of Banking and Finance, 9, 297-315.\nShiu, Y. M. & Yang, S. L. (2017), Does engagement in\ncorporate social responsibility provide strategic insurance\n‐like effects?, Strategic Management Journal, 38(2), 455-\n470.\nSonnenfeld, J. (1982), Measuring corporate social\nperformance, Harvard Business Review, 60, 371-375.\nSoteriou, A. C. & Zenios, S. A. (1999), Using data\nenvelopment analysis for costing bank products, European\nJournal of Operational Research, 114(2), 234-248.\nStaikouras, C., Mamatzakis, E., & Koutsomanoli-Filippaki, A.\n(2008), Cost efficiency of the banking industry in the South Eastern European region, Int. Fin. Markets, Inst. and\nMoney, 18, 483-497.\nStaub, R., da Silva e Souza, G., & Tabak, B. M. (2010),\nEvolution of bank efficiency in Brazil: A DEA approach,\nEuropean Journal of Operational Research, 202, 204-213.\nSufian, F. & Kamarudin, F. (2017), Forced mergers on bank\nefficiency and productivity: evidence from semi-parametric\nMalmquist productivity index, Global Business Review,\n18(1), 19-44.\nTanna, S. (2009), The impact of foreign direct investment on\ntotal factor productivity growth: International evidence\nfrom the banking industry, Managerial Finance, 35, 297-\n311.\nTran, K. C. & Tsionas, E. G. (2013), GMM estimation of\nstochastic frontier model with endogenous regressors,\nEconomics Letters, 118(1), 233-236.\nTran, K. C. & Tsionas, E. G. (2015), Endogeneity in\nstochastic frontier models: Copula approach without\nexternal instruments, Economics Letters, 133, 85-88.\nTsionas, E. G., Assaf, A. G., & Matousek, R. (2015), Dynamic\ntechnical and allocative efficiencies in European banking,\nJournal of Banking & Finance, 52, 130-139.\nTsionas, E. G., Atkinson, S. E., & Assaf, A. G. (2013),\nLimited information analysis of multiple output production,\nunpublished manuscript.\nTsionas, M. G., Assaf, A. G., & Andrikopoulos, A. (2020),\nQuantile stochastic frontier models with endogeneity,\nEconomics Letters, 188, 108964, Elsevier B.V.\nTsolas, I. E. & Charles, V. (2015), Incorporating risk into\nbank efficiency: A satisficing DEA approach to assess the\nGreek banking crisis, Expert Systems with Applications,\n42(7), 3491-3500.\nUdhayakumara, A., Charles, V., & Kumar, M. (2011),\nStochastic simulation based genetic algorithm for chance\nconstrained data envelopment analysis problems, Omega: The\nInternational Journal of Management Science, 39(4), 387-\n397.\nUllah, S., Akhtar, P., & Zaefarian, G. (2018), Dealing with\nendogeneity bias: The generalized method of moments (GMM)\nfor panel data, Industrial Marketing Management, 71, 69-78.\nVance, S. C. (1975), Are socially responsible corporations\ngood investment risks, Management Review, 64(8), 19-24.\nValverde, S. C. & Humphrey, D. B. (2007), Opening the black\nbox: Finding the source of cost inefficiency, Journal of\nProductivity Analysis, 27(3), 209-220.\nVardar, G. (2013), Efficiency and stock performance of banks\nin transition countries: Is there a relationship?,\nInternational Journal of Economics and Financial\nIssues,3(2), 355-369\nVitaliano, D. F. & Stella, G. P. (2006), The cost of\ncorporate social responsibility: the case of the community\nreinvestment act, Journal of Productivity Analysis, 26(3),\n235-244.\nWaddock, S. & Graves, S. (1997), The corporate social\nperformance - financial performance link, Strategic\nManagement Journal, 18(4), 303-319.\nWainwright, K. (2005), Fundamental Methods of Mathematical\nEconomics, Boston, Mass.: McGraw-Hill/Irwin.\nWanke, P., Barros C. P, & Emrouznejad, A. (2018), A\ncomparison between stochastic DEA and fuzzy DEA approaches:\nRevisiting efficiency in Angolan banks, R.A.I.R.O.\nRecherche Opérationnelle, 52(1), 285-303.\nWeill, L. (2004), Measuring cost efficiency in European\nbanking: A comparison of frontier techniques, Journal of\nProductivity Analysis, 21, 133-152.\nWheelock, D. C. & Wilson, P. W. (1995), Evaluating the\nefficiency of commercial banks: Does our view of what banks\ndo matter?, Federal Reserve Bank of St Louis Review,74(4),\n39-52.\nWood, D. J. (1991), Corporate social performance revisited,\nAcademy of Management Review, 16(4), 691-718.\nWright, P. & Ferris, S. P. (1997), Agency conflict and\ncorporate strategy: The effect of divestment on corporate\nvalue, Strategic Management Journal, 18(1), 77-83.\nWu, M. W. & Shen, C. H. (2013), Corporate social\nresponsibility in the banking industry: Motives and\nfinancial performance, Journal of Banking & Finance, 37(9),\n3529-3547.\nYang, S. L. (2016), Corporate social responsibility and an\nenterprise`s operational efficiency: considering\ncompetitor`s strategies and the perspectives of long-term\nengagement, Quality & Quantity, 50(6), 2553-2569\nYao, S., C., Jiang, G., Feng, & Willenbockel, D. (2007), WTO\nchallenges and efficiency of Chinese banks, Applied\nEconomics, 39, 629-643.\nYin, H., Yang, J., & Mehran, J. (2013), An empirical study\nof bank efficiency in China after WTO accession, Global\nFinance Journal, 24, 153-170.\nZelenyuk, N. & Zelenyuk, V. (2021), Bank performance\nanalysis, CEPA Working Papers Series WP022021, School of\nEconomics, University of Queensland, Australia.\nZelenyuk, V. (2006), Aggregation of Malmquist productivity\nindexes, European Journal of Operational Research, 174,\n1076-1086.\nZhu, N., Stjepcevic, J., Baležentis, T., Yu, Z., & Wang, B.\n(2017), How does corporate social responsibility impact\nbanking efficiency: a case in China, E&M Ekonomie a\nManagement, 20(4), 70-87. | 描述: | 博士 國立政治大學 金融學系 102352505 |
資料來源: | http://thesis.lib.nccu.edu.tw/record/#G0102352505 | 資料類型: | thesis |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| 250501.pdf | 1.45 MB | Adobe PDF2 | View/Open |
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