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CHAPTER 3. RESEARCH METHODOLOGY AND FRAMEWORK

3.4 Cost-Effectiveness Analysis

Cost-effectiveness (CE) analysis can be performed in terms of monetized and non- monetized measures of effectiveness in the short-term by using performance jump as a measure, or in the long-term by using the infrastructure service life, the area bounded by the performance curve, and the average increase in infrastructure performance condition.

In assessing the cost-effectiveness of interventions, considerations include (1) the extent to which the intervention improves the pre-intervention condition; (2) the extent to which the intervention delays the deterioration process thus extending the asset life; and (3) the existence of a specific condition or a specific time at which the intervention is most cost-effective (Chong, 1990; Walls and Smith, 1998).

The present methodology is primarily based on the incremental benefit-cost ratio (BCR) method. The analysis is based on non-monetized and monetized measures of effectiveness and determined by absolute and relative change in effectiveness and cost. The objective is to determine an optimal rehabilitation strategy that yields the minimum possible overall cost at the maximum possible benefit, or the highest 𝐢𝐸. The costs and benefits corresponding to various rehabilitation strategies are first estimated and then the corresponding 𝐢𝐸 is calculated in Equations (3.41) through (3.44):

Cost-effectiveness for non-monetized benefits can be estimated from Equations (3.2), (3.3), (3.30), and (3.31): πΆπΈπ‘Ž =𝐸𝑆𝑖 βˆ’ 𝐸𝑆𝑖=0 𝐢𝑆𝑖=0 βˆ’ 𝐢𝑆𝑖 (3.41) πΆπΈπ‘Ÿ= 𝐸𝑆𝑖 βˆ’ 𝐸𝑆𝑖=0 𝐸𝑆𝑖=0 𝐢𝑆𝑖=0 βˆ’ 𝐢𝑆𝑖 𝐢𝑆𝑖=0 (3.42)

Cost-effectiveness for monetized benefits can be estimated from Equations (3.4), (3.5), (3.30), and (3.31):

56 πΆπΈπ‘Ž =𝐸𝑆𝑖=0 βˆ’ 𝐸𝑆𝑖 𝐢𝑆𝑖=0 βˆ’ 𝐢𝑆𝑖 (3.43) πΆπΈπ‘Ÿ = 𝐸𝑆𝑖=0 βˆ’ 𝐸𝑆𝑖 𝐸𝑆𝑖=0 𝐢𝑆𝑖=0 βˆ’ 𝐢𝑆𝑖 𝐢𝑆𝑖=0 (3.44)

where πΆπΈπ‘Ž = Cost-effectiveness ratio based on absolute change in effectiveness and absolute change in cost relative to the base case; πΆπΈπ‘Ÿ = Cost-effectiveness ratio based on relative change in effectiveness and relative change in cost relative to the base case; 𝐸𝑆𝑖 = Effectiveness associated with rehabilitation strategy 𝑆𝑖; and 𝐢𝑆𝑖 = Cost associated

with rehabilitation strategy 𝑆𝑖.

3.4.1 Cost-Effectiveness Based on Service Life

The cost-effectiveness can be represented by absolute and relative change in service life and cost for the strategy 𝑆𝑖, Equations (3.45) and (3.46).

From Equations (3.7), (3.33), and (3.37):

𝐢𝐸𝑆𝐿_π‘Ž = π‘†πΏπ‘†π‘–βˆ’ 𝑆𝐿𝑆𝑖=0

(π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ‘†π‘–=0) (3.45)

From Equations (3.8), (3.33), and (3.37):

𝐢𝐸𝑆𝐿_π‘Ÿ = 𝑆𝐿𝑆𝑖 βˆ’ 𝑆𝐿𝑆𝑖=0 𝑆𝐿𝑆𝑖=0 (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–) βˆ’ (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–=0) (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ‘†π‘–=0) (3.46)

where 𝐢𝐸𝑆𝐿_π‘Ž = Cost-effectiveness ratio based on absolute change in infrastructure service life and absolute change in cost associated with strategy 𝑆𝑖; 𝐢𝐸𝑆𝐿_π‘Ÿ = Cost- effectiveness ratio based on relative change in infrastructure service life and relative change in cost associated with strategy 𝑆𝑖; 𝑆𝐿𝑆𝑖 = Time for a strategy 𝑆𝑖 to reach a

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strategy 𝑆𝑖; π‘ˆπΆπ‘†π‘– = User cost associated with rehabilitation strategy 𝑆𝑖; and 𝑀𝐴𝐢, π‘€π‘ˆπΆ =

Weighting factors for agency and user costs, 0 ≀ 𝑀𝐴𝐢, π‘€π‘ˆπΆ ≀ 1 respectively.

3.4.2 Cost-Effectiveness Based on Performance Jump

This short-term measure of effectiveness is related to user benefits, those who benefit from performance improvement due to an intervention. Therefore, when estimating the absolute and relative changes in cost (Equations (3.47) and (3.48)), the reduced user costs during normal operations over the infrastructure service life must be excluded because they are implicitly considered as benefits, and the inclusion of these costs in the denominator would lead to double counting.

From Equations (3.11), (3.33), and (3.38):

𝐢𝐸𝑃𝐽_π‘Ž =

π‘ƒπ½π‘†π‘–βˆ’ 𝑃𝐽𝑆𝑖=0

(π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–)

(3.47)

From Equations (3.12), (3.33), and (3.38):

𝐢𝐸𝑃𝐽_π‘Ÿ = 𝑃𝐽𝑆𝑖 βˆ’ 𝑃𝐽𝑆𝑖=0 𝑃𝐽𝑆𝑖=0 (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–) (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) (3.48)

where 𝐢𝐸𝑃𝐽_π‘Ž = Cost-effectiveness ratio based on absolute change in performance jump

and absolute change in cost associated with strategy 𝑆𝑖; 𝐢𝐸𝑃𝐽_π‘Ÿ = Cost-effectiveness ratio based on relative change in performance jump and relative change in cost associated with strategy 𝑆𝑖; 𝑃𝐽𝑆𝑖 = Sum of performance jumps that occur during the infrastructure service

life associated with strategy 𝑆𝑖; 𝐴𝐢𝑆𝑖 = Agency cost associated with rehabilitation strategy

𝑆𝑖; π‘ˆπΆπ·π‘‡π‘†π‘– = User cost during downtime periods associated with strategy 𝑆𝑖; and 𝑀𝐴𝐢, π‘€π‘ˆπΆ = Weighting factors for agency and user costs, 0 ≀ 𝑀𝐴𝐢, π‘€π‘ˆπΆ ≀ 1 respectively.

3.4.3 Cost-Effectiveness Based on Average Performance

The average performance is related to user benefits, as those who benefit from performance improvement due to infrastructure rehabilitations. Therefore, when

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estimating the absolute and relative changes in cost (Equations (3.49) and (3.50)), the reduced user costs during normal operations over the infrastructure service life must be excluded because they are implicitly considered as benefits, and the inclusion of these costs in the denominator would lead to double counting.

From Equations (3.14), (3.33), and (3.38):

𝐢𝐸𝐴𝑃_π‘Ž =

π΄π‘ƒπ‘†π‘–βˆ’ 𝐴𝑃𝑆𝑖=0

(𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–)

(3.49)

From Equations (3.15), (3.33), and (3.38):

𝐢𝐸𝐴𝑃_π‘Ÿ = π΄π‘ƒπ‘†π‘–βˆ’ 𝐴𝑃𝑆𝑖=0 𝐴𝑃𝑆𝑖=0 (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–) (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) (3.50)

where 𝐢𝐸𝐴𝑃_π‘Ž = Cost-effectiveness ratio based on absolute change in average performance and absolute change in cost associated with strategy 𝑆𝑖; 𝐢𝐸𝐴𝑃_π‘Ÿ = Cost-

effectiveness ratio based on relative change in average performance and relative change in cost associated with strategy 𝑆𝑖; 𝐴𝑃𝑆𝑖 = Average performance associated with strategy

𝑆𝑖; remaining symbols and subscripts have their usual meanings.

3.4.4 Cost-Effectiveness Based on Area Bounded by the Performance Curve The size of the area bounded by the performance curve is a measure that reflects user benefits. Therefore, when estimating the absolute and relative change in cost (Equations (3.51) and (3.52)), the reduced user costs during normal operations of the infrastructure service life must be excluded because those are implicitly considered as benefits. Similar to the situation for average performance, the inclusion of these costs in the denominator would lead to double counting.

From Equations (3.18), (3.33), and (3.38):

𝐢𝐸𝐴𝐡𝐢_π‘Ž =

π΄π΅πΆπ‘†π‘–βˆ’ 𝐴𝐡𝐢𝑆𝑖=0

(π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–)

(3.51)

59 𝐢𝐸𝐴𝐡𝐢_π‘Ÿ = π΄π΅πΆπ‘†π‘–βˆ’ 𝐴𝐡𝐢𝑆𝑖=0 𝐴𝐡𝐢𝑆𝑖=0 (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–) (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) (3.52)

where 𝐢𝐸𝐴𝐡𝐢_π‘Ž = Cost-effectiveness ratio based on absolute change in area bounded by

the performance curve and absolute change in cost associated with strategy 𝑆𝑖; 𝐢𝐸𝐴𝐡𝐢_π‘Ÿ = Cost-effectiveness ratio based on relative change in area bounded by the performance curve and relative change in cost associated with strategy 𝑆𝑖; 𝐴𝐡𝐢𝑆𝑖 = Area bounded by the performance curve associated with strategy 𝑆𝑖 (𝐴𝐡𝐢𝑆𝑖 = π΄π‘ˆπΆπ‘†π‘–, for non-increasing 𝑃𝐼𝑠 and 𝐴𝐡𝐢𝑆𝑖 = 𝐴𝑂𝐢𝑆𝑖, for non-decreasing 𝑃𝐼); other symbols and subscripts have their usual meanings.

3.4.5 Cost-Effectiveness Based on Agency Cost Savings

Agency cost savings are related to a reduction in agency cost at normal operations. Therefore, when estimating the absolute and relative changes in cost (Equations (3.53)

and (3.54)), reduced agency costs during normal operations over the infrastructure service

life must be excluded because those are implicitly considered as benefits. Similar to the case for performance and area bounded by the curve, the inclusion of these costs in the denominator would lead to double counting.

From Equations (3.25), (3.35), (3.36), and (3.37):

𝐢𝐸𝐴𝐢𝑆_π‘Ž = 𝐴𝐢𝑁𝑂𝑆𝑖=0βˆ’ 𝐴𝐢𝑁𝑂𝑆𝑖

(π‘€π΄πΆβˆ™ 𝐴𝐢𝐷𝑇𝑆𝑖=0+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ‘†π‘–=0) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝐷𝑇𝑆𝑖 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–) (3.53)

From Equations (3.26), (3.35), (3.36), and (3.37):

𝐢𝐸𝐴𝐢𝑆_π‘Ÿ = 𝐴𝐢𝑁𝑂𝑆𝑖=0 βˆ’ 𝐴𝐢𝑁𝑂𝑆𝑖 𝐴𝐢𝑁𝑂𝑆𝑖=0 (π‘€π΄πΆβˆ™ 𝐴𝐢𝐷𝑇𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–=0) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝐷𝑇𝑆𝑖+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–) (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝐷𝑇𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ‘†π‘–=0) (3.54)

where 𝐢𝐸𝐴𝐢𝑆_π‘Ž = Cost-effectiveness ratio based on absolute change in agency cost savings and absolute change in cost expenditures associated with strategy 𝑆𝑖; 𝐢𝐸𝐴𝐢𝑆_π‘Ÿ =

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Cost-effectiveness ratio based on relative change in agency cost savings and relative change in cost expenditures associate with strategy 𝑆𝑖; 𝐴𝐢𝑁𝑂𝑆𝑖 = Agency cost during

normal operations associated with strategy 𝑆𝑖 ; 𝐴𝐢𝐷𝑇𝑆𝑖 = Agency cost of initial

construction and subsequent rehabilitation interventions associated with strategy 𝑆𝑖; π‘ˆπΆπ‘†π‘– = User cost associated with rehabilitation strategy 𝑆𝑖; and 𝑀𝐴𝐢, π‘€π‘ˆπΆ = Weighting factors

for agency and user costs, 0 ≀ 𝑀𝐴𝐢, π‘€π‘ˆπΆ ≀ 1 respectively.

3.4.6 Cost-Effectiveness Based on User Cost Savings

User cost savings are the reduction in user cost at normal operations. Therefore, when estimating the absolute and relative changes in cost (Equations (3.53) and (3.54)), the reduced user costs during normal operations over the infrastructure service life must be excluded because those are implicitly considered as benefits, and including these costs in the denominator would lead to double counting.

From Equations (3.27), (3.33), (3.38), and (3.40):

πΆπΈπ‘ˆπΆπ‘†_π‘Ž = π‘ˆπΆπ‘π‘‚π‘†π‘–βˆ’ π‘ˆπΆπ‘π‘‚π‘†π‘–=0

(π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–) βˆ’ (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖=0+ π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0)

(3.55)

From Equations (3.28), (3.33), (3.38), and (3.40):

πΆπΈπ‘ˆπΆπ‘†_π‘Ÿ = π‘ˆπΆπ‘π‘‚π‘†π‘–βˆ’ π‘ˆπΆπ‘π‘‚π‘†π‘–=0 π‘ˆπΆπ‘π‘‚π‘†π‘–=0 (𝑀𝐴𝐢 βˆ™ 𝐴𝐢𝑆𝑖+ π‘€π‘ˆπΆ βˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–) βˆ’ (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) (π‘€π΄πΆβˆ™ 𝐴𝐢𝑆𝑖=0 + π‘€π‘ˆπΆβˆ™ π‘ˆπΆπ·π‘‡π‘†π‘–=0) (3.56)

where πΆπΈπ‘ˆπΆπ‘†_π‘Ž = Cost-effectiveness ratio based on absolute change in user cost savings and absolute change in cost associated with strategy 𝑆𝑖; πΆπΈπ‘ˆπΆπ‘†_π‘Ÿ = Cost-effectiveness ratio based on relative change in user cost savings and relative change in cost associated with strategy 𝑆𝑖; π‘ˆπΆπ‘π‘‚π‘†π‘– = User cost during normal operations associated with strategy

𝑆𝑖; 𝐴𝐢𝑆𝑖 = Agency cost associated with rehabilitation strategy 𝑆𝑖; π‘ˆπΆπ·π‘‡π‘†π‘– = User cost

during rehabilitation interventions associated with strategy 𝑆𝑖; and 𝑀𝐴𝐢, π‘€π‘ˆπΆ = Weighting

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