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The statistical techniques policy makers often use to estimate the economy's "potential" — the maximum level of output and employment it can achieve without inflationary overheating — turn out to be badly flawed: they interpret any sustained economic slump as a decline in potential, so that the hawks can point to charts and spreadsheets supposedly showing that there's not much room for growth.
Farrell defines the production frontier as the maximum level of output that a decision-making unit (DMU) can achieve given its inputs and the technology (output orientation).
Slack is a distance of the shift along the frontier from the radially projected point to a point at the practical maximum level of output.
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Under the output-oriented models, we try to find out the answer which maximum level of outputs can be achieved by using the given level of inputs in order for DMUs to be considered effective.
The technical efficiency (TE i ) measure is obtained from the ratio of y it to the maximum achievable level of output (y*) that lies on the frontier (u it = 0) and it is given by: TE = yit y * = f xit, t, β · exp ε f xit, t, β · exp vi = exp - u i (2).
Optimists reckoned brisk growth would quickly return the economy to its long-term potential level of output, the maximum sustainable GDP that could be achieved with the capital and labour on hand.
The norm set for measuring technical efficiency is that the minimum amount of resources should be used for a given level of output or, alternatively, the maximum amount of output that should be produced for a given level of resource use.
Productive efficiency is achieved when the maximum output is produced with a given budget for inputs, or alternatively, it is achieved when a given level of output is produced with the least costly mix of inputs.
The optimal ratio is defined by the maximum output that could be produced with the same quantity of inputs or to the fewest inputs that could be used to produce the same level of output [5, 6].
MR: It's really hard to imagine that level of creativity, that level of output.
The key consideration that should inform the engineering process is the fact that the maximum expression level of the NOR output must be at least equal to the maximum expression level of the switch inputs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com