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DOCUMENT TITLE 1 Author name Date Author name Date Author name Date Essam Yassin Mohammed 1 , and Roy Brouwer 2 1 International Institute for Environment and Development 2 Institute for Environmental Studies, Vrije Universiteit Amsterdam Assessing Preferences for Compensation Packages using the Choice Experiment Method: The case of hilsa (Tenualosa ilisha) management in Bangladesh

Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

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The presentation of Essam Yassin Mohammed, senior researcher (Environmental Economics) with the International Institute for Environment and development (IIED), at a special session organised by IIED at the 16th Annual BIOECON Conference on Biodiversity, Ecosystem Services and Sustainability, 21-23 September 2014, Kings College, Cambridge, United Kingdom. In his presentation, Mohammed argues that examples from terrestrial environments, and a few from aquatic environments, suggest that economic incentive-based mechanisms such as payments for ecosystem services (PES) can work to protect both livelihoods and environments. But to succeed, PES or PES-like instruments need to be designed carefully by taking into account the preferences of the participating communities and households for compensation or payment packages – including payment types and levels. In this presentation, they present the case of a compensation scheme for hilsa (Tenulousa Ilisha) management in Bangladesh. A large-scale questionnaire-based survey with 750 households in the Lower Meghna region was conducted. They employed the choice experiment method to assess the preferences of the local fishers for compensation packages and to answer the question: who prefers what and why? In addition, they investigate potential effects of the use of pictograms on stated preferences. This is part of an ongoing research work funded by the Darwin Initiative and DFID that aims to enhance the effectiveness of the compensation scheme for hilsa management in Bangladesh. For more information, see: http://www.iied.org/bangladesh-protecting-hilsa-overfishing

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Page 1: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 1

Author nameDateAuthor name

DateAuthor nameDate

Essam Yassin Mohammed1, and Roy Brouwer2 1 International Institute for Environment and Development2 Institute for Environmental Studies, Vrije Universiteit Amsterdam

Assessing Preferences for Compensation Packages using the Choice Experiment Method: The case of hilsa (Tenualosa ilisha)

management in Bangladesh

Page 2: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 2

Author nameDateAuthor nameDate

Benefits and threats to marine and coastal ecosystems

• Major source of food: the main or only source of animal protein in some poor communities

• Some 45 million directly employed

• Up to 200 mill indirectly

• The most traded food commodity

Page 3: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 3

Author nameDateAuthor nameDateFisheries in crisis

The majority of commercially/economically important fish species are fished beyond sustainable levels

Page 4: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 4

Author nameDateAuthor nameDate

Fisheries management regimes

No take zones

Off season

Fishing gear restriction

Limited licensing

Allowable catches

Page 5: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 5

Author nameDateAuthor nameDateShort-term economic loss

Socioeconomic gains

Management regimes (t)

How to overcome this short-term economic loss??

Not a panacea: • Equity/distributional issues• Targeting/mistargeting • Appropriation of natural

resources • Perverse incentives • Exit strategy

Page 6: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 6

Author nameDateAuthor nameDate

Ways that direct economic incentives can be added to existing regulatory schemes

Page 7: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 7

Author nameDateAuthor nameDate

Case study: Compensation for hilsa management in Bangladesh

- Anadromous fish - Bangladesh accounts for

about 60% of total hilsa catch in the Bay of Bengal

- 12% of total fish catch in Bangladesh

- 60% of marine capture fisheries

- 1% of GDP- Employs up to 2.5 mill

people along the supply chain (processing, marketing, transporting)

Page 8: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 8

Author nameDateAuthor nameDate

Hilsa fishery is under threat

- Overfishing- Damming and river

diversion- Pollution - Climate change

Page 9: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 9

Author nameDateAuthor nameDate

Case study: Compensation to manage hilsa fishery in Bangladesh

‘Hilsa fisheries management action plan’ 2003 juvenile hilsa

protection Conservation of gravid

hilsa 5 hilsa sanctuaries No take season 40kg rice/HH and

AIGAs provided

Page 10: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 10

Author nameDateAuthor nameDate

Incentive-based management

Incentive-based

manag’t

40kg rice/hh/monthAIGAs (e.g. sewing

machines)Some cash

Jatka: Nov – MayBrood: 5 days before and after the full moon in the month of Ashvin (October)

Hilsa sanctuaries

Jatka conservation week: today’s jatka,

tomorrow’s hilsaTV, Radio, Print, boat

rallies, meetings, workshops

Page 11: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 11

Author nameDateAuthor nameDateMethodology: The study site

Page 12: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 12

Author nameDateAuthor nameDate

Methodology: Attributes and attribute levelsAttributes Attribute levels

Ban on adult hilsa

5 days 11 days 30 days

Ban on juvenile hilsa

4 months 8 months 12 months

In-kind compensation

40kg or rice/HH/4 months

AIGA

Cash 6,000Tk 12,000Tk 18,000Tk 24,000Tk

Frequency of payment

One-off monthly Annually

Page 13: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 13

Author nameDateAuthor nameDate

Methodology: the choice experiment method- 750 households- 5 attributes- 120 permutations - 10 sets of cards- Each set 6 cards- Each card with 2

alternatives + opt out option- Within and outside

sanctuaries- Recipient and non-

recipient- With and without

pictograms

Page 14: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 14

Author nameDateAuthor nameDateChoice behavior – all respondents

1 2 3 4 5 6 70

10

20

30

40

50

60

70

Alternative 1 Alternative 2 Alternative 3

Choice task

%

- No opt-out choices, only a few in choice task 7

- Choice task 7 is identical to choice task 1 to test choice consistency

- 93% of the respondents consistently chose same alternative in 1st and 7th choice task

Page 15: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 15

Author nameDateAuthor nameDate

ML model - all respondentsChoice attribute Coeff

estSt error

St dev St error

MWTAC(BTK/hh)

St error

Juvenile fish ban (months)

0.109*** 0.013 0.094*** 0.023 -0.97 0.14

Adult fish ban (days) 0.016*** 0.004 0.033*** 0.008 -0.14 0.04

In kind comp is rice -0.932*** 0.299 9.660*** 0.662 8.28 2.66

Monetary comp is one off 2.812*** 0.242 1.652** 0.806 -25.00 2.52

Monetary comp is monthly

3.395*** 0.264 2.784*** 0.441 -30.18 2.82

Monetary compensation 0.112*** 0.008 0.074*** 0.012 - -

Log likelihood -2226.698

Pseudo R2 0.548

N 4488

Respondents 748

Page 16: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 16

Author nameDateAuthor nameDateSplit samples

Inside sanctuary

Outside sanctuary

Total

Compensation 301 100 401

No compensation 297 50 347

Total 598 150 748

Page 17: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

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Author nameDateAuthor nameDate

Inside vs. outside sanctuaries

Page 18: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 18

Author nameDateAuthor nameDate

Respondents already receiving compensation and those who do not

Page 19: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 19

Author nameDateAuthor nameDateWith and without pictograms

Main difference in rice as in kind compensation, which is not significant without pictograms

Page 20: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 20

Author nameDateAuthor nameDate

Conclusions and policy implications CE worked well (after thorough pre-testing and FGDs) Fishermen consider compensation a right (not conditional),

hence the reason for no opt-out choices Respondents were very consistent in their choices (93%) Sensitivity to financial compensation is remarkably similar across

the split samples We find significant differences between fishermen living inside

and outside the sanctuaries: (1) those outside the sanctuaries are less influenced by a ban for adult fish, (2) those inside the sanctuaries have no particular preference for either rice or AIG as in kind compensation

A similar result is found for those who do not yet receive compensation; they do not differentiate between rice or AIG

Page 21: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 21

Author nameDateAuthor nameDatePolicy implications

• As also found from the FGDs, the preference is NOT either or when it comes to cash vs. in-kind

• Demand for level of compensation increases with increase in ban period >> negative MWTA

• fishermen who do not receive compensation do not distinguish rice from AIG, while those who already receive compensation show less preference for rice relative to AIG.

• Time value of money: higher preference for one off or monthly payments relative to annual payments: implicit discount rate?

Page 22: Assessing preferences for compensation packages using the choice experiment method: The case of hilsa management in Bangladesh

DOCUMENT TITLE 22

Author nameDate

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