In this study a directional output distance function which incorporates both desirable and undesirable output is employed to investigate the impact of privatization experienced by the Taiwan Motor Transport Company (TMTC). For the first time, we measure efficiency changes before and after privatization while treating transport risk as a joint but undesirable output. The empirical results demons...

Along with vast non-fossil potential and significant expertise, there is a question of whether Asian nations are attaining efficient consumption exploitation renewable resources. From this perspective, the paper aims to evaluate efficiency 14 Asia countries in energy during six-year periods (2014–2019). In analyzing performance sector, data envelopment analysis (DEA) an undesirable output model...

This paper models the firm’s production process as a system of simultaneous technologies for desirable and undesirable outputs. Desirable outputs are produced by transforming inputs via the conventional transformation function, whereas (consistent with the material balance condition) undesirable outputs are by-produced via the so-called “residual generation technology”. By separating the produc...

In some companies, undesirable costs are imposed for provision of services. It is required that current outputs of decision making units are produced at minimal undesirable cost. In this paper, a new method is proposed for evaluating the undesirable cost imposed on the units. Moreover, data is considered in fuzzy number form, due to the observed input-output data are sometimes imprecise in real...

Global competition and climate change are changing the nature of economic activity impose urgent need to have environmentally sensitive productivity growth. The paper addresses both desirable undesirable output assess technical efficiency changes, as well evaluate importance an energy input in production function differentials European Union (EU) over period 2000–2018. To that end, it uses outp...

since data envelopment analysis (dea) introduced in 1970s, it has been widely applied to measure the efficiency of a wide variety of production and operation systems. recently dea has been extended to examine the efficiency of decision making units (dmus) with two-stage network structures or processes, where the outputs from the first stage are intermediate measures that make up the inputs of t...

Efficiency reflects a scenario of higher quality product with fewer resource inputs and less pollution discharge. In terms of a manufacturing firm, it means a win-win strategy in both economic and environmental categories. The paper extends the Electric Arc Furnace (EAF) activity management by taking pollution discharge as undesirable outputs. After reviewing relative undesirable outputs DEA li...