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Cost-Benefit Analysis 
of Ikumba-Ruhija Road 
Upgrade and 
Alternatives 
Summary of Findings 
September 2014
About this 
Study 
This study was made possible by 
the support of the American 
People through the United 
States Agency for International 
Development and its program 
on Biodiversity Understanding in 
Infrastructure and Landscape 
Development (BUILD). 
Analysis was conducted by the 
Conservation Strategy Fund and 
the International Gorilla 
Conservation Programme (a 
coalition programme of Fauna 
& Flora International and 
WWF). 
Full study will be published by 
Conservation Strategy Fund in 
2014.
Roads (Ruhija and Buhoma)
Objectives of Ikumba-Ruhija 
Road 
• To improve the performance of the tourism sector 
by easing access to the tourist attractions in the 
region; 
• To improve access to goods/passenger transport 
services, and reduce transport costs along the 
route; 
• To improve access to social and economic 
development opportunities along the route; and 
• To ensure no roadside communities become worse 
off as a result of the road upgrading works.
Road alternatives in the area
Cost-Benefit Analysis 
• Quantifies, based on NPV, the financial and further 
economic, to compare the proposed upgrade with 
the two potential diverted routes 
• Calculates the benefits and costs to society, 
typically the Country
Cost Benefit Analysis, 
objectives 
• Given Ikumba – Ruhija road’s specific objectives, this 
study analysed road alternatives in terms of: 
1. Overall economic performance; 
2. Performance in reduced transport costs (benefits) 
versus construction and maintenance costs; 
3. Effects on rural communities around the Park; 
4. Impact on tourism revenues; and 
5. Ability to offset construction and maintenance cost via 
revenue generated by increased or induced tourism.
Net Present Value 
Net Present Value is the sum of the discounted 
values of the expected positive and negative net cash 
flows over a project’s anticipated lifetime. 
Road Economic Decision Tool-RED 
Economic Analysis
Assumptions in Models 
• Baseline 2013 visitor population of 20,479 
• Permit price constant at $600; rises to $750 year after permits become 
saturated 
• 10 active habituated gorilla groups; 1 additional gorilla group available for 
viewing in July & Aug (research group) 
• Each gorilla permit is bought by new visitor to Bwindi 
• 12% discount rate (in line with RED analysis) 
• NPV calculated based on a 20 year project timeline (in line with RED analysis) 
• Each tourist spends 2.17 days in Bwindi 
• Each tourist spends 14 days in Uganda 
• Each gorilla tourist is considered a leisure tourist 
• Daily spending of US$172 by leisure tourists 
• Zero leakage from Bwindi and Uganda 
• Multiplier effect of 2.5 
(Note: Sources of assumptions are referenced in full report)
Impact scenarios for NPV 
calculations 
1. Economic losses associated with the loss of one 
habituated gorilla group during construction 
phase in 2015 
2. Forgone revenues associated with the non-establishment 
of one habituated gorilla group in 
2020 
3. Total economic losses associated with changes in 
habituated gorilla behaviour (both scenario one 
and two both occurring)
Putting gorillas into the 
equation
Results
Net Present Value using 
RED 
Using Roads Economic 
Decision (RED) Model to 
calculate Net Present Value 
(this equals to a Financial 
Cost Benefit Analysis) 
RED Model based on World 
Bank and Government of 
Uganda parameters 
--1133..6666 mmiilllliioonn UUSSDD 
--1188..4400 mmiilllliioonn UUSSDD 
--1166..6655 mmiilllliioonn UUSSDD
Putting gorillas into the 
equation
Economic Models for NPV 
calculations 
• 3 growth rates 
• 3% - current national growth rate for leisure tourists in Uganda 
• 10% - mid point 
• 17% - current growth rate for gorilla trekking tourists to Bwindi 
• 3 levels of impact 
• Net present financial losses associated with permit revenues 
(including NPV of losses to communities from loss of gorilla levy – approx. 0.8*% of 
value) 
• Associated net present financial losses associated with loss of tourist 
expenditure to Bwindi area (permit revenue plus local spending) 
• Associated net present financial losses associated with loss of tourist 
expenditure to Ugandan economy 
*based on $5 of $600 permit cost
1. Forgone revenues from 
additional group not 
forming in 2020 
Growth scenario 
(annual % of 
tourism growth) 
NVP forgone 
revenues 
(million USD) 
* Permit revenue plus contribution to local economy through daily tourist expenditure 
Adjusted NPV of 
Upgrade of Current 
Road (NPV of forgone 
revenues + NPV from 
RED) 
3 -2.41 (-0.02) -16.07 
Permit revenue 10 -4.82 (-0.04) -18.48 
(loss to community) 17 -4.91 (-0.04) -18.57 
3 -3.91 -17.57 
Total spending in 
Bwindi* 
10 -8.22 -21.88 
17 -8.46 -22.12 
3 -30.18 -42.84 
Revenue to Uganda 10 -66.92 -80.58 
17 -69.49 -83.15
2.Forgone revenues from 
group lost to tourism in 
2015 
Growth 
scenario 
(annual % of 
tourism 
growth) 
NVP forgone 
revenues 
(million USD) 
* Permit revenue plus contribution to local economy through daily tourist expenditure 
Adjusted NPV of 
Upgrade of Current 
Road (NPV of forgone 
revenues + NPV from 
RED) 
3 -4.67 (-0.04) -18.33 
Permit revenue 10 -7.80 (-0.06) -21.46 
(loss to community) 17 -10.74 (-0.09) -24.40 
3 -7.58 -21.24 
Total spending in Bwindi* 10 -13.89 -27.55 
17 -17.80 -31.46 
3 -58.54 -72.20 
Revenue to Uganda 10 -117.76 -131.42 
17 -140.72 -154.38
3. Total Possible Forgone 
Revenues 
Growth scenario 
(annual % of 
tourism growth) 
NVP forgone 
revenues 
(million USD) 
Adjusted NPV of 
Upgrade of Current 
Road (NPV of forgone 
revenues + NPV from 
RED) 
Permit revenue 
(loss to community) 
3 -7.08 (-0.06) -20.74 
10 -12.62 (-0.11) -26.28 
17 -15.65 (-0.13) -29.31 
Total spending in 
Bwindi* 
3 -11.48 -25.14 
10 -22.11 -35.77 
17 -26.26 -39.92 
Revenue to Uganda 
3 -88.72 -102.38 
10 -184.68 -198.34 
17 -210.21 -223.87 
* Permit revenue plus contribution to local economy through daily tourist expenditure
Summarizing Scenarios – 
NPV change for Upgrade 
through Park 
Model calculations of NPV with 
costs of forgone revenues to the 
Ugandan economy (17% tourism 
growth rate) 
Model calculations of NPV with 
costs of forgone revenues to the 
Ugandan economy (17% tourism 
growth rate) 
--1133..6666 mmiilllliioonn UUSSDD 
--1188..4400 mmiilllliioonn UUSSDD 
--1166..6655 mmiilllliioonn UUSSDD 
--8833..1155 mmiilllliioonn UUSSDD ((sscceennaarriioo 11)) 
--115544..3388 mmiilllliioonn UUSSDD ((sscceennaarriioo 22)) 
--222233..8877 mmiilllliioonn UUSSDD ((sscceennaarriioo 11 aanndd 22))
Translating avoided costs into 
benefits (Additional group 
forming in 2020, inverse of 
Scenario 1) 
Growth 
scenario 
(annual % of 
tourism 
growth) 
NVP gained 
revenues 
(million USD) 
Adjusted NPV of 
Alternative 2 
(NPV of 
increased 
revenues + NPV 
from RED) 
Adjusted NPV 
of Alternative 3 
(NPV of 
increased 
revenues + NPV 
from RED) 
Permit revenue 
3 2.41 -14.24 -15.99 
10 4.82 -11.83 -13.58 
17 4.91 -11.74 -13.49 
Revenue to 
Bwindi* 
3 3.91 -12.74 -14.49 
10 8.22 -8.43 -10.18 
17 8.46 -8.19 -9.94 
Revenue to 
Uganda 
3 30.18 13.53 11.78 
10 66.92 50.27 48.52 
17 69.49 52.84 51.09 
* Permit revenue plus contribution to local economy through daily tourist expenditure
Additional benefits to local 
people 
If, along with the diverted 
alternatives, an additional 3 
km was upgraded between 
Nyamakale and Mukiyorere 
(estimated 2 million USD), 
the total beneficiaries grows 
to 25,000 people 
experiencing benefit of 
improved transport 
Benefiting 13,000 
people who already 
have access to a 
road 
Benefiting 19,000 people 
(6,000 more people), 
many who have no 
current access to a road
Additional benefits to local 
people
Socio economic findings-Hospital 
visitations 
Average hosp visits/yr Average dist. to Hosp. 
Average cost to Hosp.
Access to schooling-Education levels of 
population
Access to schooling 
Completion of Sec Sch-Adults
In summary 
• Road thru BINP, though less costly in Construction 
financial terms, returns on investment to the local 
and national economy are far greater for potential 
alternatives; 
• Investment in potential alternatives will ensure the 
sustainability of the Gorilla based tourism sector in 
the Country 
• More households would benefit from the potential 
alternatives.

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Cost-Benefit Analysis of Ikumba-Ruhija Road Upgrade and Alternatives

  • 1. Cost-Benefit Analysis of Ikumba-Ruhija Road Upgrade and Alternatives Summary of Findings September 2014
  • 2. About this Study This study was made possible by the support of the American People through the United States Agency for International Development and its program on Biodiversity Understanding in Infrastructure and Landscape Development (BUILD). Analysis was conducted by the Conservation Strategy Fund and the International Gorilla Conservation Programme (a coalition programme of Fauna & Flora International and WWF). Full study will be published by Conservation Strategy Fund in 2014.
  • 4. Objectives of Ikumba-Ruhija Road • To improve the performance of the tourism sector by easing access to the tourist attractions in the region; • To improve access to goods/passenger transport services, and reduce transport costs along the route; • To improve access to social and economic development opportunities along the route; and • To ensure no roadside communities become worse off as a result of the road upgrading works.
  • 6. Cost-Benefit Analysis • Quantifies, based on NPV, the financial and further economic, to compare the proposed upgrade with the two potential diverted routes • Calculates the benefits and costs to society, typically the Country
  • 7. Cost Benefit Analysis, objectives • Given Ikumba – Ruhija road’s specific objectives, this study analysed road alternatives in terms of: 1. Overall economic performance; 2. Performance in reduced transport costs (benefits) versus construction and maintenance costs; 3. Effects on rural communities around the Park; 4. Impact on tourism revenues; and 5. Ability to offset construction and maintenance cost via revenue generated by increased or induced tourism.
  • 8. Net Present Value Net Present Value is the sum of the discounted values of the expected positive and negative net cash flows over a project’s anticipated lifetime. Road Economic Decision Tool-RED Economic Analysis
  • 9. Assumptions in Models • Baseline 2013 visitor population of 20,479 • Permit price constant at $600; rises to $750 year after permits become saturated • 10 active habituated gorilla groups; 1 additional gorilla group available for viewing in July & Aug (research group) • Each gorilla permit is bought by new visitor to Bwindi • 12% discount rate (in line with RED analysis) • NPV calculated based on a 20 year project timeline (in line with RED analysis) • Each tourist spends 2.17 days in Bwindi • Each tourist spends 14 days in Uganda • Each gorilla tourist is considered a leisure tourist • Daily spending of US$172 by leisure tourists • Zero leakage from Bwindi and Uganda • Multiplier effect of 2.5 (Note: Sources of assumptions are referenced in full report)
  • 10. Impact scenarios for NPV calculations 1. Economic losses associated with the loss of one habituated gorilla group during construction phase in 2015 2. Forgone revenues associated with the non-establishment of one habituated gorilla group in 2020 3. Total economic losses associated with changes in habituated gorilla behaviour (both scenario one and two both occurring)
  • 11. Putting gorillas into the equation
  • 13. Net Present Value using RED Using Roads Economic Decision (RED) Model to calculate Net Present Value (this equals to a Financial Cost Benefit Analysis) RED Model based on World Bank and Government of Uganda parameters --1133..6666 mmiilllliioonn UUSSDD --1188..4400 mmiilllliioonn UUSSDD --1166..6655 mmiilllliioonn UUSSDD
  • 14. Putting gorillas into the equation
  • 15. Economic Models for NPV calculations • 3 growth rates • 3% - current national growth rate for leisure tourists in Uganda • 10% - mid point • 17% - current growth rate for gorilla trekking tourists to Bwindi • 3 levels of impact • Net present financial losses associated with permit revenues (including NPV of losses to communities from loss of gorilla levy – approx. 0.8*% of value) • Associated net present financial losses associated with loss of tourist expenditure to Bwindi area (permit revenue plus local spending) • Associated net present financial losses associated with loss of tourist expenditure to Ugandan economy *based on $5 of $600 permit cost
  • 16. 1. Forgone revenues from additional group not forming in 2020 Growth scenario (annual % of tourism growth) NVP forgone revenues (million USD) * Permit revenue plus contribution to local economy through daily tourist expenditure Adjusted NPV of Upgrade of Current Road (NPV of forgone revenues + NPV from RED) 3 -2.41 (-0.02) -16.07 Permit revenue 10 -4.82 (-0.04) -18.48 (loss to community) 17 -4.91 (-0.04) -18.57 3 -3.91 -17.57 Total spending in Bwindi* 10 -8.22 -21.88 17 -8.46 -22.12 3 -30.18 -42.84 Revenue to Uganda 10 -66.92 -80.58 17 -69.49 -83.15
  • 17. 2.Forgone revenues from group lost to tourism in 2015 Growth scenario (annual % of tourism growth) NVP forgone revenues (million USD) * Permit revenue plus contribution to local economy through daily tourist expenditure Adjusted NPV of Upgrade of Current Road (NPV of forgone revenues + NPV from RED) 3 -4.67 (-0.04) -18.33 Permit revenue 10 -7.80 (-0.06) -21.46 (loss to community) 17 -10.74 (-0.09) -24.40 3 -7.58 -21.24 Total spending in Bwindi* 10 -13.89 -27.55 17 -17.80 -31.46 3 -58.54 -72.20 Revenue to Uganda 10 -117.76 -131.42 17 -140.72 -154.38
  • 18. 3. Total Possible Forgone Revenues Growth scenario (annual % of tourism growth) NVP forgone revenues (million USD) Adjusted NPV of Upgrade of Current Road (NPV of forgone revenues + NPV from RED) Permit revenue (loss to community) 3 -7.08 (-0.06) -20.74 10 -12.62 (-0.11) -26.28 17 -15.65 (-0.13) -29.31 Total spending in Bwindi* 3 -11.48 -25.14 10 -22.11 -35.77 17 -26.26 -39.92 Revenue to Uganda 3 -88.72 -102.38 10 -184.68 -198.34 17 -210.21 -223.87 * Permit revenue plus contribution to local economy through daily tourist expenditure
  • 19. Summarizing Scenarios – NPV change for Upgrade through Park Model calculations of NPV with costs of forgone revenues to the Ugandan economy (17% tourism growth rate) Model calculations of NPV with costs of forgone revenues to the Ugandan economy (17% tourism growth rate) --1133..6666 mmiilllliioonn UUSSDD --1188..4400 mmiilllliioonn UUSSDD --1166..6655 mmiilllliioonn UUSSDD --8833..1155 mmiilllliioonn UUSSDD ((sscceennaarriioo 11)) --115544..3388 mmiilllliioonn UUSSDD ((sscceennaarriioo 22)) --222233..8877 mmiilllliioonn UUSSDD ((sscceennaarriioo 11 aanndd 22))
  • 20. Translating avoided costs into benefits (Additional group forming in 2020, inverse of Scenario 1) Growth scenario (annual % of tourism growth) NVP gained revenues (million USD) Adjusted NPV of Alternative 2 (NPV of increased revenues + NPV from RED) Adjusted NPV of Alternative 3 (NPV of increased revenues + NPV from RED) Permit revenue 3 2.41 -14.24 -15.99 10 4.82 -11.83 -13.58 17 4.91 -11.74 -13.49 Revenue to Bwindi* 3 3.91 -12.74 -14.49 10 8.22 -8.43 -10.18 17 8.46 -8.19 -9.94 Revenue to Uganda 3 30.18 13.53 11.78 10 66.92 50.27 48.52 17 69.49 52.84 51.09 * Permit revenue plus contribution to local economy through daily tourist expenditure
  • 21. Additional benefits to local people If, along with the diverted alternatives, an additional 3 km was upgraded between Nyamakale and Mukiyorere (estimated 2 million USD), the total beneficiaries grows to 25,000 people experiencing benefit of improved transport Benefiting 13,000 people who already have access to a road Benefiting 19,000 people (6,000 more people), many who have no current access to a road
  • 22. Additional benefits to local people
  • 23. Socio economic findings-Hospital visitations Average hosp visits/yr Average dist. to Hosp. Average cost to Hosp.
  • 24. Access to schooling-Education levels of population
  • 25. Access to schooling Completion of Sec Sch-Adults
  • 26. In summary • Road thru BINP, though less costly in Construction financial terms, returns on investment to the local and national economy are far greater for potential alternatives; • Investment in potential alternatives will ensure the sustainability of the Gorilla based tourism sector in the Country • More households would benefit from the potential alternatives.

Editor's Notes

  1. In 2012, UNRA advertised the opportunity to design and construct 1,900 kilometres (km) of strategic roads in the country, which included several routes servicing tourists to Bwindi and rural communities living nearby.
  2. Because the site of the proposed upgrade includes protected habitat for the critically-endangered mountain gorilla, and is part of a UNESCO World Heritage Site, several alternative routes have been put forward as alternatives that would simultaneously avoid negative impacts on the biodiversity and pristine nature of Bwindi, as well as service communities neighboring Bwindi who currently do not have access to a road. Two potential diversions are possible in the area which would bypass the park.
  3. These scenarios were presented a to the what the changes in NPV given the following impact scenarios.
  4. However, given the anticipated impacts that upgrading the current road passing through the Park for 13 kilometers would have. Several scenarios were compared to each other, capturing more of the actual costs of the construction to the permit revenue from the Park, total contribution to Bwindi (permit revenue + expenditure in local economy), and the Ugandan economy.
  5. However, given the anticipated impacts that upgrading the current road passing through the Park for 13 kilometers would have. Several scenarios were compared to each other, capturing more of the actual costs of the construction to the permit revenue from the Park, total contribution to Bwindi (permit revenue + expenditure in local economy), and the Ugandan economy.