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Table 1 Common EA techniques.

From: Towards a ‘smart’ cost–benefit tool: using machine learning to predict the costs of criminal justice policy interventions

Type of analysis

Measure of cost/inputs

Measure of outcomes

Strengths

Weaknesses

Analytical questions

Example/s

Cost-feasibility (CFA)

Monetary value of resources

N/A

Permits alternatives that are not feasible to be immediately ruled out before evaluating outcomes

Cannot judge overall worth of a project because it does not incorporate outcome measures

Can a single alternative be carried out within budget?

(Manning 2004; Manning et al. 2006)

Cost-effectiveness (CEA)

Monetary value of resources used during implementation

Units of effectiveness (e.g. crimes prevented or treatments delivered)

Easy to incorporate standard evaluations of effectiveness

Good for comparing the cost of delivery per unit of treatment across interventions

Good for alternatives with a small number of objectives

Hard to interpret if there are multiple measures of effectiveness

Only useful for comparing two or more alternatives

Which alternative yields a given level of effectiveness for the lowest cost (or highest level of effectiveness for a given cost)?

(Cowell et al. 2004; McCollister et al. 2004)

Cost-savings

Monetary value of resources used during implementation

Monetary savings resulting from impact of intervention

Good for assessing the savings generated to stakeholders

Difficult to place monetary values on salient life benefits

What are the estimated savings generated from the intervention?

(Manning et al. 2006)

Cost–benefit (CBA)

Monetary value of resources used during implementation

Monetary value of benefits

Can judge absolute worth of a project

Can compare CB results across a variety of projects

Difficult to place monetary values on salient life benefits

Which alternative yields a given level of benefits for the lowest cost (or the highest level of benefits for a given cost)?

Are the net benefits greater than the net costs?

(Yeh 2010)

Cost-Utility (CUA)

Monetary value of resources used during implementation

Units of utility

Incorporates individual preferences for units of effectiveness

Incorporates multiple measures of effectiveness onto a single measure of utility

Promotes stakeholder participation in stakeholder decision making

Difficult to derived consistent and accurate measure of individual preferences

Cannot accurately judge overall worth of a single alternative

Only useful for comparing two or more alternatives

Which alternative yields a given level of utility for the lowest cost (or the highest level of utility for a given cost)?

(Dijkgraaf et al. 2005; Dolan and Peasgood 2007)