The network SBM-DEA model can also calculate stage (divisional) efficiencies as well as overall efficiency (Tone and Tsutsui, 2009). Tone and Tsutsui (2014) set up a dynamic network SBM-DEA model for the measurement of intertemporal efficiency change, and the model combines the network structure with carry-over variables from a …

On the other hand, the super-efficiency SBM model allows efficiency values greater than 1 and has been widely used in recent years for total factor productivity (TFP) [11, 12] and eco-efficiency measurement,yet, this approach has been rarely applied to the assessment of healthcare services efficiency. In addition, any input–output process ...

Based the result of [9], Chen et al. [7] extended the approach to consider the continuity of efficiency scores. Several attempts have been made to integrate the SBM model and the Super-SBM model [3,13,22,23]. Chen [3] proposed a joint SBM (J-SBM) model to calculate the super-efficiency in one model. The super-efficiency obtained is …

model_additive: Additive DEA model. model_addmin: Additive-min DEA model. model_addsupereff: Additive super-efficiency DEA model. model_basic: Basic (radial and directional) DEA model. model_deaps: Preference Structure DEA model. model_fdh: Free disposal hull (FDH) model. modelfuzzy_guotanaka: Fuzzy DEA model; …

The wflow_sbm model assumes the input to be potential evaporation. In many cases the evaporation will be a reference evaporation for a different land cover. In that case you can use the et_reftopot.tbl file to set the mutiplication per landuse to go from the supplied evaporation to the potential evaporation for each land cover. By default al is ...

Since then, considering the influence of relaxation variables and non-expected output, Japanese scholar Tone [18] proposed a DEA-SBM model in 2001. 4.2. DEA-SBM model. SBM (Slacks-Based Measure) efficiency measurement method is a non-radial efficiency measure in DEA efficiency measurement method [19], [20]. Its advantage is …

Details. The Slacks-Based Measure (SBM) of efficiency (Tone, 2001) is an additive DEA model that maximizes the sum of input and output slacks for each DMU. Unlike other additive DEA models, SBM's objective function has a ratio form, with input slacks summed in the numerator and output slacks summed in the denominator.

Abstract. Tone proposed a super-efficiency slacks-based measure (SBM) model, known as Super-SBM, which can't identify the efficiency of the inefficient DMU. …

In the SBM, each node belongs to one of the K(

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The SBM-undesirable model. The slack-based measurement (SBM) model proposed by Tone can deal with input reduction and output expansion at the same time, and does not stick to a proportionate change of input and output. However, the SBM model cannot deal with undesirable outputs. Tone proposed the SBM-undesirable model to …

This paper proposes an improved Super SBM model and the corresponding improved SBM model under the condition of variable returns to scale, both of which are …

The stochastic block model (SBM) is a random graph model with different group of vertices connecting differently. It is widely employed as a canonical model to study clustering and community detection, and provides a fertile ground to study the information-theoretic and computational tradeoffs that arise in combinatorial statistics and more …

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In the current paper, we will propose an integrated model which not only integrates SBM and Super-SBM but also identifies the Pareto-efficient projection and …

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Full Text Chapter Download: US $37.50. What is Sustainable Business Model (SBM)? Definition of Sustainable Business Model (SBM): An enterprise that has a minimal negative impact on the global, local or global environment, community, society, or economy – a business that strives to reach the triple bottom line.

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In this paper we present a new model combining the major underlying ideas behind the Slacks-Based Measure (SBM) and the Data Envelopment Analysis-Ratio based (DEA-R) models. This new proposed model computes efficiency and super-efficiency scores based on the corresponding slack values for both input/output and output/input …

Logical. If it is TRUE, it computes the SBM efficiency score (applying model_sbmeff) of the DMU (project_input, project_output). kaizen: Logical. If TRUE, the kaizen version of SBM (Tone 2010), also known as SBM-Max, is computed for the efficiency score of the DMU (project_input, project_output). silent: Logical.

The Yellow River basin (YRB) is China's most critical energy consumption and coal production area. The improvement of carbon emission reduction efficiency in this area is the key for the Chinese government to achieve the 2030 carbon peak and 2060 carbon neutral ("30.60"). Given this, this study first calculates the carbon emission …

This paper uses the three-stage SBM-DEA model to analyze the energy efficiency and influencing factors of 13 RCEP countries from 2000 to 2015. The results show that, first, the overall energy efficiency of RCEP is poor at 0.384, with China and Japan having relatively high energy efficiency and Brunei and Cambodia having the worst …

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A number of studies have observed the structural and cultural capabilities required by SBM (Wells 2016) and its potential to support organisations in having competitive advantages (Loorbach and Wijsman 2013).That study also has examined various aspects of the sustainable business value chain, such as stakeholders (Matos …

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Health behavior models in the age of mobile interventions: are our theories up to the task? William T Riley, PhD,1 Daniel E Rivera, PhD,2 Audie A Atienza, PhD,3 Wendy Nilsen, PhD,4 Susannah M Allison, PhD,5 Robin Mermelstein, PhD6 Abstract Mobile technologies are being used to deliver health

Abstract. In this paper a slacks-based measure (SBM) model for general networks of processes is presented. The proposed model differs from existing SBM Network Data Envelopment Analysis (DEA) approaches in that it considers the exogenous inputs and outputs at the system level instead of at the process level. It also relaxes the …

The new model has the following advantages: First, compared with the traditional data envelopment analysis method, the absolute effective frontier displays …