Modelling social responsibility in mutual fund performance appraisal: A two-stage data envelopment analysis model with non-discretionary first stage output

被引:41
作者
Galagedera, Don U. A. [1 ]
机构
[1] Monash Univ, Dept Econometr & Business Stat, Monash Business Sch, 900 Dandenong Rd, Caulfield, Vic 3145, Australia
关键词
Data envelopment analysis; Socially responsible investing; Performance appraisal; Mutual fund performance; EFFICIENCY DECOMPOSITION; DEA MODELS; NETWORK DEA; SELECTION;
D O I
10.1016/j.ejor.2018.08.011
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The aim of this study is to assess mutual fund (MF) performance in a multi-dimensional framework with ethical level as one of its performance measures. MF overall management process is conceptualised as a serially linked two-stage process with operational management and portfolio management as the first and second stage processes. Recognising that corporate policy on ethical issues may reflect medium- to long-term commitment and may guide MF portfolio construction, ethical level is modelled as a nondiscretionary output at the operational management stage. Under this performance appraisal framework, network data envelopment analysis (DEA) output-oriented models are formulated to compute overall and stage-level performance. A DEA model to determine frontier projection of inefficient MFs is also developed. Application of the proposed DEA models is demonstrated using a sample of large U.S. equity MFs as a case study. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:376 / 389
页数:14
相关论文
共 39 条
[1]  
[Anonymous], 2005, HEDGE FUNDS STRATEGI
[2]   Two-stage network DEA: when intermediate measures can be treated as outputs from the second stage [J].
Aviles-Sacoto, Sonia ;
Cook, Wade D. ;
Imanirad, Raha ;
Zhu, Joe .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2015, 66 (11) :1868-1877
[3]   Canadian Socially Responsible Investment Mutual Funds Performance Evaluation Using Data Envelopment Analysis [J].
Ayadi, Mohamed A. ;
Ben Ghazi, Zouhour ;
Chabchoub, Habib .
MULTIPLE CRITERIA DECISION MAKING IN FINANCE, INSURANCE AND INVESTMENT, 2015, :77-133
[4]   EFFICIENCY ANALYSIS FOR EXOGENOUSLY FIXED INPUTS AND OUTPUTS [J].
BANKER, RD ;
MOREY, RC .
OPERATIONS RESEARCH, 1986, 34 (04) :513-521
[5]   Measuring the performance of ethical mutual funds: a DEA approach [J].
Basso, A ;
Funari, S .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2003, 54 (05) :521-531
[6]  
Basso A., 2015, MULTIPLE CRITERIA DE, P69
[7]  
Basso A, 2016, INT SER OPER RES MAN, V238, P229, DOI 10.1007/978-1-4899-7684-0_8
[8]   Ranking Corporations Based on Sustainable and Socially Responsible Practices. A Data Envelopment Analysis (DEA) Approach [J].
Belu, Constantin .
SUSTAINABLE DEVELOPMENT, 2009, 17 (04) :257-268
[9]   Payoff complementarities and financial fragility: Evidence from mutual fund outflows [J].
Chen, Qi ;
Goldstein, Itay ;
Jiang, Wei .
JOURNAL OF FINANCIAL ECONOMICS, 2010, 97 (02) :239-262
[10]   Deriving the DEA frontier for two-stage processes [J].
Chen, Yao ;
Cook, Wade D. ;
Zhu, Joe .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 202 (01) :138-142