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Session 4
Reviewing and appraising adaptation
options
Alex Simalabwi
Coordinator- Global Water, Climate and Development Programme / Global Water Partnership

Supporting LDCs to advance their National Adaptation Plans
Asia Regional Training Workshop
Marriott Resort and Spa, Pattaya, Thailand, 17-20 February 2014
Reviewing and appraising adaptation
options
Issues that need to be addressed when reviewing and
appraising adaptation options, with an indication of a
standard tools and criteria involved in making decisions
about selecting adaptation options.

Session 4
Reviewing and appraising adaptation options

Supporting LDCs to advance their National Adaptation Plans
Asia Regional Training Workshop
GENERAL APPRAISAL PROCESS FOR
INVESTMENT UNDER UNCERTAINTY
General procesess for appraising adaptation investment options
1. Identify priority investment options
2. Select appropriate method to appraise adaptation investment options
3. Identify and measure investment returns and costs
4. Select robust adaptation investment option to implement

1
Identify
priority
adaptation
investment
options

2

3

4

Select
appropriate
investment
appraisal
method

Identify and
measure
investment
returns and
costs

Select robust
adaptation
investment
option
Case of Bhutan NAPA
•
•

•

•

17 adaptation options
Screened to 9 options
– Level of risk and adverse effects
– Cost effectiveness
– risk @do nothing scenario
– Contribution to social-economic development
MCA applied
– Human life saved
– Arable land saved
– Infrastructure saved
– Project cost
Prioritisation of options-top 2
– Disaster management strategy
– Artificial lowering of thorthomi glacier lake

[Session number]
[Session title]

Supporting LDCs to advance their National Adaptation Plans
Asia Regional Training Workshop
Framework for Water Security and
Climate Resilient Development

Helps to identify and put in place
investments that can withstand
multiple climate scenariosNo/low Regret investments
Framework for Water Security & Climate Resilient Development
Strategic Framework process – Phase 2

OUTPUT
Balanced portfolio of adaptation options and measures for
risk reduction to existing assets and planned projects /
programmes.
Portfolio presents a strongly argued case for options using
RDM to test resilience and economic appraisal techniques
to ensure viability.
Page 7
The Strategic Framework process – Phase 2

Identifying options to improve resilience of existing
assets, ongoing or planned development activities

Screening tool for climate risks

Page 8
Strategic Framework process – Phase 2
TOOL – Screening tool for climate risks
• Screening for climate risks
Generic approach can be applied
across sectors and scales
Requires simple climate change
scenarios

Risk reduction;
•
•
•
•

reduce uncertainty
do things differently
do different things
bear the risks

• Examples for screening;
• Infrastructure development (e.g. energy, transport, agriculture), Water resources policies, projects and programmes

• Urban planning policies and regulations
Page 9
The Strategic Framework process – Phase 2
Stakeholder cross sector dialogue, partnerships to identify new opportunities adaptation

Page 10
Strategic Framework process – Phase 2
Robust Decision Making (RDM)

 TOOL – Robust Decision Making (RDM)

Process for making decisions under uncertainty
Uses multiple scenarios of climate and development futures to ‘test’
performance of investment options (sensitivity analysis)
No/low regrets investment options prioritised over climate risky investments
Risk reduction measures promoted to deal with residual risks
Page 11
Strategic Framework process – Phase 2
Make the case for priority options

 TOOLS – Benefit Cost Analysis (BCA), Cost Effectiveness (CE),
Multi Criteria Analysis (MCA)

Economic appraisal techniques are key to make the case for
investment
Estimating social and environmental costs is also important in
ensuring decisions are equitable.
An ecosystems approach can highlight ecosystems services

Page 12
CHOOSE YOUR TOOL


According to UNFCCC, decision making methods vary in terms of the
objectivity of decision and the complexity of the problem.
COST BENEFIT ANALYSIS
 Cost Benefit Analysis (CBA) is the most commonly used
economic analysis for decision making due to its
‘simplicity’ in systematically comparing all the costs
and benefits that are accrued from a project.
COST EFFECTIVENESS ANALYSIS
 Cost Effectiveness Analysis (CEA) is an economic valuation to
compare intervention options by comparing the gains to the
costs of the intervention.
 It is not meant to be a sole evaluation tool -widely used in
assessing intervention in health sector.
 In practice, CEA is often preferred when the benefits of
investment project are difficult to measure in monetary terms.
MULTICRITERIA ANALYSIS
 Multi-criteria analysis (MCA) is useful when there are a number of
criteria that need to be taken into account rather than the focus on
a single criterion, such as CBA and CEA.
 MCA can provide simple yet rich insight on key criteria and it can
be graphically represented by mapping the distribution of the
values of its criteria.
 This simple graphic representation illustrate the trade-offs
between different criteria
 MCA techniques in general consist of two stages:
1. Weighting
2. Scoring

 A standard analysis of MCA includes a “Performance Matrix” or
evaluation matric
Framework for Climate Resilient Growth and Development
At least 33 Ministers and their representatives
witnessed the launch
Towards a water supplement for NAPs Guidelines
Primary focus is on Element B ….

Water in the context of
the NAP process
19
GWP/UNICEF: TOWARDS STRATEGIC FRAMEWORK FOR WASH AND CLIMATE RESILIENT
DEVELOPMENT
CONCLUSION


In developing investment options, it is important to be aware level of risk or
uncertainty, sources of this risk and uncertainty.



For initial adaptation investment, priority should be on early and robust options,
while if possible also address low-regret, long-lead options and options that avoid
locking-in future vulnerability.



Robust decision making concept- take into account uncertainty by assessing its
performance under a wide range of uncertainty scenarios or by incorporating
sensitivity analysis.



Fit for purpose-methods have their own advantages, shortcomings and resource
requirement.



In practice, methods not necessarily mutually exclusive, can be modified or used
in conjunction. For example, CBA can be used together with MCA for nonmonetary investment returns.
SUPPORT AVAILABLE
UNDP-GEF, USAID, GWP
ECONOMICS OF ADAPTATION TRAINING
INITIATIVE FOR AFRICA, ASIA AND PACIFIC
ADDITIONAL INFORMATION AND ECONOMIC
TOOLS AND METHODS
COST BENEFIT ANALYSIS PROCEDURE (1)
 Cost Benefit Analysis (CBA) is the most commonly used economic
analysis for decision making due to its „simplicity‟ in systematically
comparing all the costs and benefits that are accrued from a project.
 Steps in conducting CBA:
1. Specify adaptation investment options to be compared.
2. Define the lenses and scope of impacts.
 The lenses are the perspective of the decision makers who value the
benefits and costs. The construction of highway with or without tol
pricing option, for example, can be a cost or a benefit (revenue)
depending on whose lenses.
 Ideally, the „lense‟ to be used is of a “social welfare planner” who
aims to maximise the net benefits of the society within the scope of
analysis.
 A clear boundary definition of impact scope will also enhance the
effectiveness of CBA by focusing on a system boundary upon which
the impacts are estimated.
COST BENEFIT ANALYSIS PROCEDURE (2)
3. Classify and assess the benefits and the costs.
a. Determine measurement variables and quantify the impacts
b. Determine valuation methods
This step will draw on identification of returns and selection of valuation
methods. It also requires defining a baseline upon which each investment
option will be compared to. The baseline scenarion is normally called “Do
Nothing” scenario.
4. Provide qualitative analysis of non-monetised impacts (optional).
This step is an optional step and normally not conducted in traditional CBA.
However it is important for investment in public sector in which some key
impacts cannot be monetised.
5. Choose discount rate and calculate Net Present Value of investment options
The stream of future costs and benefits in a project occur in different years. To
compare future benefits and costs in one project to those in other projects,
these future costs and benefits need to be discounted relative to the present
values in order to obtain their present values.
COST BENEFIT ANALYSIS PROCEDURE (3)
5. Choose discount rate and calculate Net Present Value of investment
options.
 Discount rate: the interest rate that is used to discount future costs
and benefits of a project.
 Net Present Value (NPV): the difference between the present values
of future benefits and costs.
NPV = Present Values of Future Benefits - Present Values of
Future Costs
 The choice of discount rate is the most contentious aspect of using
CBA.
 In practice, the discount rates might refer to those interest rates
suggested by the relevant financial institution, e.g. 10-12% for World
Bank and AfDB;
 For nationally funded projects, the discount rates might be different
to those funded by multilateral development banks.
COST BENEFIT ANALYSIS PROCEDURE (4)
6. Perform sensitivity analysis.
 In conducting CBA, there is always some degree of uncertainty
regarding the magnitude of impacts or the value assigned to each
impact.
 Sensitivity analysis is conducted to acknowledge this uncertainty
and to inform decision makers of how and in what direction this
uncertainty might affect the results on which alternative.
 Sensitivity analysis can be done using three approaches and the
three of them can be conducted in each CBA
 Partial sensitivity analysis: it is conducted by varying one
assumption at a time while holding the other assumptions
constant.
 Worst and best scenario assumption:
As these two scenarios are probably the ones decision
makers are most concerned about, sensitivity analysis of the
two scenarios provide extreme values that decision makers
can prepare themselves for before making the decision.
COST BENEFIT ANALYSIS PROCEDURE (5)
6. Perform sensitivity analysis.
 Monte Carlo simulation: uses random probability distribution of key
numerical values to see if it affect the results.
 Calculate switching values of key parameters which values are not
known with certainty. Switching values are the values of parameters
that significantly change the results of CBA and the decision on which
alternative yields highest net benefits.
7. Analyse the results and provide recommendation.
DECISION RULE
1. A project (adaptation option) is feasible if NPV > 0
2. Choose project (adaptation option) with the greatest
net benefit or Net Present Value (NPV)
Notes:
•Another decision rule that is commonly used is Benefit Cost Ratio
(BCR)
•BCR of a project should be greater than 1
•NPV criterion should take priority than BCR criterion as:
• NPV focuses on the amount of net benefits rather than
merely the ratio. This is in line with the objective of
maximising net social benefit from the investments.
• BCR is highly sensitive to how impacts are categorised as
benefits or costs, while NPV does not face this problem.
DECISION RULE - EXAMPLE
Choosing among projects: NPV vs BCR
Project

Costs ($
million)

Benefits ($
million)

NPV ($
million)

BCR ($
million)

Do Nothing

0

0

0

-

Project A

1

10

9

10

Project B

10

30

20

3

Project C

4

8

4

2

Project D

3

5

2

1.7

Project C & D

7

21

14

3

10

8

-2

0.8

Project E

Source: Boardman et al (2000) Cost Benefit Analysis: Concepts and
Practice
TREATMENT OF UNCERTAINTY IN CBA




Apart from using sensitivity analysis, the treatment to uncertainty in CBA can
also be done by assessing how well each investment option work under a wide
range of climate scenarios.
Example: Tank Management in Kala Aya River Basin, Sri Lanka.
 Four investment options (“scenario” in this case) were identified.
 The results are as below.

Reference: Russi et al., 2010 (Reference #5)
COST EFFECTIVENESS ANALYSIS (1)






Cost Effectiveness Analysis (CEA) is an economic valuation to compare
intervention options by comparing the gains of objective (in appropriate
unit) to the costs of the intervention.
It is not meant to be a sole evaluation tool and it is widely used in
assessing intervention in health sector.
In practice, CEA is often preferred when the benefits of investment
project are difficult to measure in monetary terms.
McKinsey developed Economics of Climate Adaptation that use CEA method
to produce adaptation cost curve (ACC) for each unit of benefit. The ACC is
considered a novel approach in which a single criterion of non-monetary
benefit can be used to a wide range of different adaptation investments.
Nevertheless, this approach also contains flaws as the single criterion
might overlook a number of important impacts.
COST EFFECTIVENESS ANALYSIS (4)


Example: Valuation of climate change impacts on human health
Annual Cost per Case of Diarrhea Avoided with Water and Sanitation
Programs 2000-2015 (US$, 2000)

Source: Markandya 2009 (Reference#6)
MULTICRITERIA ANALYSIS
 Multi-criteria analysis (MCA) is useful when there are a number of
criteria that need to be taken into account rather than the focus on
a single criterion, such as CBA and CEA.
 MCA can provide simple yet rich insight on key criteria and it can
be graphically represented by mapping the distribution of the
values of its criteria.
 This simple graphic representation illustrate the trade-offs
between different criteria
 MCA techniques in general consist of two stages:
1. Weighting
2. Scoring

 A standard analysis of MCA includes a “Performance Matrix” or
evaluation matric
CAVEATS









This lecture is only an introductory material for participants to be aware
of various investment appraisal methods. Further study on relevant
references and/or training specific to each investment appraisal method is
required before participants can conduct the method independently and
sufficiently in order to meet their needs in investment appraisal.
There is no one single bullet method for investment appraisal that works
well regardless of the circumstances. It is important to be aware of the
characteristics, requirement, advantages and shortcoming of each method
in relevance to the contexts being evaluated.
Clear definition of the scope of analysis is crucial for the identification and
measurement of investment returns and costs.
Stakeholders inputs and participation in the appraisal process is also
important to define the goal of the appraisal and the criteria upon which
investment options are evaluated.
Trade-offs among investment options and the distribution of benefits and
costs among stakeholders also need to be taken into account in the
decision making.
WEB REFERENCES 1
•

http://www.gwp.org/Documents/WACDEP/TBD_Final.pdf

•

http://www.gwp.org/en/WACDEP/RESOURCES/Technical-References/

•

http://www.gwp.org/en/WACDEP/IMPLEMENTATION/Capacity-DevelopmentInitiative/

•

http://www.undp-alm.org/projects/ecca

•

http://www.gwp.org/Global/Activities/News/November%202013/Third%20draft%
20of%20the%20Water%20Supplement%2011%20November%202013%20pdf.pdf
REFERENCES (2)
1.

2.

3.

4.

Water Security and Climate Resilient Development: Technical Background
Document.
http://www.gwp.org/Global/About%20GWP/Publications/CDKN%20publications/
TBD_Final.pdf
Willows, R.I. and Connel, R.K. (Eds.). (2003) Climate Adaptation: Risk, uncertainty
and decision making. UKCIP Technical Report. UKCIP, Oxford.
http://www.ukcip.org.uk/wordpress/wp-content/PDFs/Risk.pdf
Ranger, N., Millner, A., Dietz, S., Fankhauser, S., Lopez, A., and Ruta, G. (2010).
Adaptation in the UK: a decision-making process. Policy Brief. Grantham Research
Institute on Climate Change and the Environment.
http://www.lse.ac.uk/GranthamInstitute/publications/Policy/docs/PB-Rangeradaptation-UK.pdf
Fankhauser, S., Ranger, N., Colmer, J., Fisher, S., Surminski, S., Stainforth , D., and
Williamson, A. (2013). An Independent National Adaptation Programme for
England. http://www.lse.ac.uk/GranthamInstitute/publications/Policy/docs/PBindependent-national-adaptation-programme-for-england.pdf
REFERENCES (3)
5.

6.

7.

8.

Russi D., ten Brink P., Farmer A., Badura T., Coates D., Förster J., Kumar R. and
Davidson N. (2013) The Economics of Ecosystems and Biodiversity for Water and
Wetlands. IEEP, London and Brussels. http://www.teebtest.org/wpcontent/uploads/2013/04/TEEB_WaterWetlands_Report_2013.pdf
Markandya, A. 2009. Valuing Climate Change Impacts on Human Health: Empirical
Evidence from the Literature. International Journal of Environmental Research and
Public Health, 6, 759-786.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2672348/pdf/ijerph-06-00759.pdf
UK Department for Communities and Local Government. 2009. Multi-Criteria
Analysis: A Manual. https://www.gov.uk/government/publications/multi-criteriaanalysis-manual-for-making-government-policy
Okeola, O.G. and Sule, B.F. 2012. Evaluation of management alternatives for urban
water supply system using Multicriteria Decision Analysis. Journal of King Saud
University – Engineering Sciences , 24, 19–24.
http://www.sciencedirect.com/science/article/pii/S1018363911000614
REFERENCES (4)
9.

Mukheibir, Pierre (2005) Local water resource management strategies for
adaptation to climate induced impacts in South Africa.
http://www.erc.uct.ac.za/Research/publications/05Mukheibir_Local_water_resour
ce_management.pdf

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Reviewing and Appraising Adaptation Options, GWP

  • 1. Session 4 Reviewing and appraising adaptation options Alex Simalabwi Coordinator- Global Water, Climate and Development Programme / Global Water Partnership Supporting LDCs to advance their National Adaptation Plans Asia Regional Training Workshop Marriott Resort and Spa, Pattaya, Thailand, 17-20 February 2014
  • 2. Reviewing and appraising adaptation options Issues that need to be addressed when reviewing and appraising adaptation options, with an indication of a standard tools and criteria involved in making decisions about selecting adaptation options. Session 4 Reviewing and appraising adaptation options Supporting LDCs to advance their National Adaptation Plans Asia Regional Training Workshop
  • 3. GENERAL APPRAISAL PROCESS FOR INVESTMENT UNDER UNCERTAINTY General procesess for appraising adaptation investment options 1. Identify priority investment options 2. Select appropriate method to appraise adaptation investment options 3. Identify and measure investment returns and costs 4. Select robust adaptation investment option to implement 1 Identify priority adaptation investment options 2 3 4 Select appropriate investment appraisal method Identify and measure investment returns and costs Select robust adaptation investment option
  • 4. Case of Bhutan NAPA • • • • 17 adaptation options Screened to 9 options – Level of risk and adverse effects – Cost effectiveness – risk @do nothing scenario – Contribution to social-economic development MCA applied – Human life saved – Arable land saved – Infrastructure saved – Project cost Prioritisation of options-top 2 – Disaster management strategy – Artificial lowering of thorthomi glacier lake [Session number] [Session title] Supporting LDCs to advance their National Adaptation Plans Asia Regional Training Workshop
  • 5. Framework for Water Security and Climate Resilient Development Helps to identify and put in place investments that can withstand multiple climate scenariosNo/low Regret investments
  • 6. Framework for Water Security & Climate Resilient Development
  • 7. Strategic Framework process – Phase 2 OUTPUT Balanced portfolio of adaptation options and measures for risk reduction to existing assets and planned projects / programmes. Portfolio presents a strongly argued case for options using RDM to test resilience and economic appraisal techniques to ensure viability. Page 7
  • 8. The Strategic Framework process – Phase 2 Identifying options to improve resilience of existing assets, ongoing or planned development activities Screening tool for climate risks Page 8
  • 9. Strategic Framework process – Phase 2 TOOL – Screening tool for climate risks • Screening for climate risks Generic approach can be applied across sectors and scales Requires simple climate change scenarios Risk reduction; • • • • reduce uncertainty do things differently do different things bear the risks • Examples for screening; • Infrastructure development (e.g. energy, transport, agriculture), Water resources policies, projects and programmes • Urban planning policies and regulations Page 9
  • 10. The Strategic Framework process – Phase 2 Stakeholder cross sector dialogue, partnerships to identify new opportunities adaptation Page 10
  • 11. Strategic Framework process – Phase 2 Robust Decision Making (RDM)  TOOL – Robust Decision Making (RDM) Process for making decisions under uncertainty Uses multiple scenarios of climate and development futures to ‘test’ performance of investment options (sensitivity analysis) No/low regrets investment options prioritised over climate risky investments Risk reduction measures promoted to deal with residual risks Page 11
  • 12. Strategic Framework process – Phase 2 Make the case for priority options  TOOLS – Benefit Cost Analysis (BCA), Cost Effectiveness (CE), Multi Criteria Analysis (MCA) Economic appraisal techniques are key to make the case for investment Estimating social and environmental costs is also important in ensuring decisions are equitable. An ecosystems approach can highlight ecosystems services Page 12
  • 13. CHOOSE YOUR TOOL  According to UNFCCC, decision making methods vary in terms of the objectivity of decision and the complexity of the problem.
  • 14. COST BENEFIT ANALYSIS  Cost Benefit Analysis (CBA) is the most commonly used economic analysis for decision making due to its ‘simplicity’ in systematically comparing all the costs and benefits that are accrued from a project.
  • 15. COST EFFECTIVENESS ANALYSIS  Cost Effectiveness Analysis (CEA) is an economic valuation to compare intervention options by comparing the gains to the costs of the intervention.  It is not meant to be a sole evaluation tool -widely used in assessing intervention in health sector.  In practice, CEA is often preferred when the benefits of investment project are difficult to measure in monetary terms.
  • 16. MULTICRITERIA ANALYSIS  Multi-criteria analysis (MCA) is useful when there are a number of criteria that need to be taken into account rather than the focus on a single criterion, such as CBA and CEA.  MCA can provide simple yet rich insight on key criteria and it can be graphically represented by mapping the distribution of the values of its criteria.  This simple graphic representation illustrate the trade-offs between different criteria  MCA techniques in general consist of two stages: 1. Weighting 2. Scoring  A standard analysis of MCA includes a “Performance Matrix” or evaluation matric
  • 17. Framework for Climate Resilient Growth and Development
  • 18. At least 33 Ministers and their representatives witnessed the launch
  • 19. Towards a water supplement for NAPs Guidelines Primary focus is on Element B …. Water in the context of the NAP process 19
  • 20. GWP/UNICEF: TOWARDS STRATEGIC FRAMEWORK FOR WASH AND CLIMATE RESILIENT DEVELOPMENT
  • 21. CONCLUSION  In developing investment options, it is important to be aware level of risk or uncertainty, sources of this risk and uncertainty.  For initial adaptation investment, priority should be on early and robust options, while if possible also address low-regret, long-lead options and options that avoid locking-in future vulnerability.  Robust decision making concept- take into account uncertainty by assessing its performance under a wide range of uncertainty scenarios or by incorporating sensitivity analysis.  Fit for purpose-methods have their own advantages, shortcomings and resource requirement.  In practice, methods not necessarily mutually exclusive, can be modified or used in conjunction. For example, CBA can be used together with MCA for nonmonetary investment returns.
  • 22. SUPPORT AVAILABLE UNDP-GEF, USAID, GWP ECONOMICS OF ADAPTATION TRAINING INITIATIVE FOR AFRICA, ASIA AND PACIFIC
  • 23. ADDITIONAL INFORMATION AND ECONOMIC TOOLS AND METHODS
  • 24. COST BENEFIT ANALYSIS PROCEDURE (1)  Cost Benefit Analysis (CBA) is the most commonly used economic analysis for decision making due to its „simplicity‟ in systematically comparing all the costs and benefits that are accrued from a project.  Steps in conducting CBA: 1. Specify adaptation investment options to be compared. 2. Define the lenses and scope of impacts.  The lenses are the perspective of the decision makers who value the benefits and costs. The construction of highway with or without tol pricing option, for example, can be a cost or a benefit (revenue) depending on whose lenses.  Ideally, the „lense‟ to be used is of a “social welfare planner” who aims to maximise the net benefits of the society within the scope of analysis.  A clear boundary definition of impact scope will also enhance the effectiveness of CBA by focusing on a system boundary upon which the impacts are estimated.
  • 25. COST BENEFIT ANALYSIS PROCEDURE (2) 3. Classify and assess the benefits and the costs. a. Determine measurement variables and quantify the impacts b. Determine valuation methods This step will draw on identification of returns and selection of valuation methods. It also requires defining a baseline upon which each investment option will be compared to. The baseline scenarion is normally called “Do Nothing” scenario. 4. Provide qualitative analysis of non-monetised impacts (optional). This step is an optional step and normally not conducted in traditional CBA. However it is important for investment in public sector in which some key impacts cannot be monetised. 5. Choose discount rate and calculate Net Present Value of investment options The stream of future costs and benefits in a project occur in different years. To compare future benefits and costs in one project to those in other projects, these future costs and benefits need to be discounted relative to the present values in order to obtain their present values.
  • 26. COST BENEFIT ANALYSIS PROCEDURE (3) 5. Choose discount rate and calculate Net Present Value of investment options.  Discount rate: the interest rate that is used to discount future costs and benefits of a project.  Net Present Value (NPV): the difference between the present values of future benefits and costs. NPV = Present Values of Future Benefits - Present Values of Future Costs  The choice of discount rate is the most contentious aspect of using CBA.  In practice, the discount rates might refer to those interest rates suggested by the relevant financial institution, e.g. 10-12% for World Bank and AfDB;  For nationally funded projects, the discount rates might be different to those funded by multilateral development banks.
  • 27. COST BENEFIT ANALYSIS PROCEDURE (4) 6. Perform sensitivity analysis.  In conducting CBA, there is always some degree of uncertainty regarding the magnitude of impacts or the value assigned to each impact.  Sensitivity analysis is conducted to acknowledge this uncertainty and to inform decision makers of how and in what direction this uncertainty might affect the results on which alternative.  Sensitivity analysis can be done using three approaches and the three of them can be conducted in each CBA  Partial sensitivity analysis: it is conducted by varying one assumption at a time while holding the other assumptions constant.  Worst and best scenario assumption: As these two scenarios are probably the ones decision makers are most concerned about, sensitivity analysis of the two scenarios provide extreme values that decision makers can prepare themselves for before making the decision.
  • 28. COST BENEFIT ANALYSIS PROCEDURE (5) 6. Perform sensitivity analysis.  Monte Carlo simulation: uses random probability distribution of key numerical values to see if it affect the results.  Calculate switching values of key parameters which values are not known with certainty. Switching values are the values of parameters that significantly change the results of CBA and the decision on which alternative yields highest net benefits. 7. Analyse the results and provide recommendation.
  • 29. DECISION RULE 1. A project (adaptation option) is feasible if NPV > 0 2. Choose project (adaptation option) with the greatest net benefit or Net Present Value (NPV) Notes: •Another decision rule that is commonly used is Benefit Cost Ratio (BCR) •BCR of a project should be greater than 1 •NPV criterion should take priority than BCR criterion as: • NPV focuses on the amount of net benefits rather than merely the ratio. This is in line with the objective of maximising net social benefit from the investments. • BCR is highly sensitive to how impacts are categorised as benefits or costs, while NPV does not face this problem.
  • 30. DECISION RULE - EXAMPLE Choosing among projects: NPV vs BCR Project Costs ($ million) Benefits ($ million) NPV ($ million) BCR ($ million) Do Nothing 0 0 0 - Project A 1 10 9 10 Project B 10 30 20 3 Project C 4 8 4 2 Project D 3 5 2 1.7 Project C & D 7 21 14 3 10 8 -2 0.8 Project E Source: Boardman et al (2000) Cost Benefit Analysis: Concepts and Practice
  • 31. TREATMENT OF UNCERTAINTY IN CBA   Apart from using sensitivity analysis, the treatment to uncertainty in CBA can also be done by assessing how well each investment option work under a wide range of climate scenarios. Example: Tank Management in Kala Aya River Basin, Sri Lanka.  Four investment options (“scenario” in this case) were identified.  The results are as below. Reference: Russi et al., 2010 (Reference #5)
  • 32. COST EFFECTIVENESS ANALYSIS (1)     Cost Effectiveness Analysis (CEA) is an economic valuation to compare intervention options by comparing the gains of objective (in appropriate unit) to the costs of the intervention. It is not meant to be a sole evaluation tool and it is widely used in assessing intervention in health sector. In practice, CEA is often preferred when the benefits of investment project are difficult to measure in monetary terms. McKinsey developed Economics of Climate Adaptation that use CEA method to produce adaptation cost curve (ACC) for each unit of benefit. The ACC is considered a novel approach in which a single criterion of non-monetary benefit can be used to a wide range of different adaptation investments. Nevertheless, this approach also contains flaws as the single criterion might overlook a number of important impacts.
  • 33. COST EFFECTIVENESS ANALYSIS (4)  Example: Valuation of climate change impacts on human health Annual Cost per Case of Diarrhea Avoided with Water and Sanitation Programs 2000-2015 (US$, 2000) Source: Markandya 2009 (Reference#6)
  • 34. MULTICRITERIA ANALYSIS  Multi-criteria analysis (MCA) is useful when there are a number of criteria that need to be taken into account rather than the focus on a single criterion, such as CBA and CEA.  MCA can provide simple yet rich insight on key criteria and it can be graphically represented by mapping the distribution of the values of its criteria.  This simple graphic representation illustrate the trade-offs between different criteria  MCA techniques in general consist of two stages: 1. Weighting 2. Scoring  A standard analysis of MCA includes a “Performance Matrix” or evaluation matric
  • 35. CAVEATS      This lecture is only an introductory material for participants to be aware of various investment appraisal methods. Further study on relevant references and/or training specific to each investment appraisal method is required before participants can conduct the method independently and sufficiently in order to meet their needs in investment appraisal. There is no one single bullet method for investment appraisal that works well regardless of the circumstances. It is important to be aware of the characteristics, requirement, advantages and shortcoming of each method in relevance to the contexts being evaluated. Clear definition of the scope of analysis is crucial for the identification and measurement of investment returns and costs. Stakeholders inputs and participation in the appraisal process is also important to define the goal of the appraisal and the criteria upon which investment options are evaluated. Trade-offs among investment options and the distribution of benefits and costs among stakeholders also need to be taken into account in the decision making.
  • 37. REFERENCES (2) 1. 2. 3. 4. Water Security and Climate Resilient Development: Technical Background Document. http://www.gwp.org/Global/About%20GWP/Publications/CDKN%20publications/ TBD_Final.pdf Willows, R.I. and Connel, R.K. (Eds.). (2003) Climate Adaptation: Risk, uncertainty and decision making. UKCIP Technical Report. UKCIP, Oxford. http://www.ukcip.org.uk/wordpress/wp-content/PDFs/Risk.pdf Ranger, N., Millner, A., Dietz, S., Fankhauser, S., Lopez, A., and Ruta, G. (2010). Adaptation in the UK: a decision-making process. Policy Brief. Grantham Research Institute on Climate Change and the Environment. http://www.lse.ac.uk/GranthamInstitute/publications/Policy/docs/PB-Rangeradaptation-UK.pdf Fankhauser, S., Ranger, N., Colmer, J., Fisher, S., Surminski, S., Stainforth , D., and Williamson, A. (2013). An Independent National Adaptation Programme for England. http://www.lse.ac.uk/GranthamInstitute/publications/Policy/docs/PBindependent-national-adaptation-programme-for-england.pdf
  • 38. REFERENCES (3) 5. 6. 7. 8. Russi D., ten Brink P., Farmer A., Badura T., Coates D., Förster J., Kumar R. and Davidson N. (2013) The Economics of Ecosystems and Biodiversity for Water and Wetlands. IEEP, London and Brussels. http://www.teebtest.org/wpcontent/uploads/2013/04/TEEB_WaterWetlands_Report_2013.pdf Markandya, A. 2009. Valuing Climate Change Impacts on Human Health: Empirical Evidence from the Literature. International Journal of Environmental Research and Public Health, 6, 759-786. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2672348/pdf/ijerph-06-00759.pdf UK Department for Communities and Local Government. 2009. Multi-Criteria Analysis: A Manual. https://www.gov.uk/government/publications/multi-criteriaanalysis-manual-for-making-government-policy Okeola, O.G. and Sule, B.F. 2012. Evaluation of management alternatives for urban water supply system using Multicriteria Decision Analysis. Journal of King Saud University – Engineering Sciences , 24, 19–24. http://www.sciencedirect.com/science/article/pii/S1018363911000614
  • 39. REFERENCES (4) 9. Mukheibir, Pierre (2005) Local water resource management strategies for adaptation to climate induced impacts in South Africa. http://www.erc.uct.ac.za/Research/publications/05Mukheibir_Local_water_resour ce_management.pdf

Notas do Editor

  1. CDKN supported GWP and AMCOW to develop the Framework for Water Security and Climate Resilient DevelopmentStrategic Framework: Launched at Africa Water Week in MayTechnical Background Document: Launched tomorrow at WWW5 Policy BriefsCapacity Development StrategyFramework will be presented by Alex in more detail, but at a high level it recommends activities at different stages of planning and investment cycles, for different decision-makers (central ministries, line ministries, local government, transboundary bodies, civil society), to develop no/low regrets investment decisions to achieve water security and climate resilience. Highlight that CDKN is a “happy donor”, we benefit from GWPs wide networks across Africa, their engagement style, the technical expertise they bring and we have great working relationships at an operational level