Population based studies us<strong>in</strong>g epidemiological pr<strong>in</strong>ciples are used to understand the culture system and species.Different types <strong>of</strong> approaches can be taken <strong>in</strong> this direction. In observational studies nature is allowed to take itscourse while the differences or changes <strong>in</strong> characteristics <strong>of</strong> the population are studied without <strong>in</strong>tervention fromthe <strong>in</strong>vestigator. Observational studies can be descriptive, longitud<strong>in</strong>al, cross-sectional or case-control. Descriptivestudies describe the distribution and frequency <strong>of</strong> a outcome (e.g. disease) <strong>in</strong> a population. The described patternsmay lead to a hypothesis (for example, EUS occurs normally dur<strong>in</strong>g cooler months <strong>of</strong> the year). Longitud<strong>in</strong>alstudies follow study units through time, observe and record the course <strong>of</strong> natural events, record frequency <strong>of</strong>outcomes (e.g. disease), look for differences (factors) between groups with and without the selected outcome (e.g.disease). Cross-sectional study gives a snapshot <strong>in</strong> time, prevalence <strong>of</strong> outcome (e.g. disease) is measured andcompared among those with and without the risk factor <strong>of</strong> <strong>in</strong>terest (ex: PCR positivity <strong>of</strong> PL). Case-control studyselects units with the outcome (e.g. disease) <strong>of</strong> <strong>in</strong>terest as cases and units without the disease as controls,frequencies <strong>of</strong> suspected risk factors are then measured for the two groups and compared. The most frequentlyused approach is conduct<strong>in</strong>g questionnaire based population survey and then us<strong>in</strong>g the <strong>in</strong>formation to identify riskfactors.i) Outcomes and AssociationsEpidemiological studies def<strong>in</strong>e certa<strong>in</strong> outcomes and use them for separat<strong>in</strong>g the population <strong>in</strong>to groups forcomparison. Frequently used outcomes <strong>in</strong> epidemiology are mortality and disease outbreaks. For example, shrimpponds may be divided <strong>in</strong>to successful ponds and failure ponds based on disease outbreaks, yield, weight atharvest, length <strong>of</strong> production cycle, etc. Us<strong>in</strong>g epidemiological and statistical tools, it is possible to identifyvariables (factors) associated with def<strong>in</strong>ed outcomes. Variables statistically associated with successful outcomesare regarded as protective factors. Variables statistically associated with failure outcomes are regarded as riskfactors. The risk/protective factors identified based on a population are mere associations with the outcome andshould not be regarded as either cause <strong>of</strong> the outcome or solution to the outcome.Sampl<strong>in</strong>g is a crucial issue <strong>in</strong> epidemiological studies. The sample should be random and should represent thetarget population. The results obta<strong>in</strong>ed from the sample should have to be generalised to the whole population. Inorder to achieve this, the sample size should be such that the results could be generalised with 95% confidence tothe whole population and should have the power to show the statistical differences between groups. Problems <strong>of</strong>bias and how to avoid it is <strong>of</strong> central importance to the validity <strong>of</strong> all epidemiological studies. Bias occurs whenobservations do not reflect the true situation. This is because <strong>of</strong> systematic error such as sample selection bias,sampl<strong>in</strong>g bias, measurement bias, etc.The aim <strong>of</strong> data analysis is to identify risk factors for selected outcomes (e.g. disease outbreaks). Risk factor isany variable hav<strong>in</strong>g statistical association with the outcome <strong>of</strong> concern. Positive association suggests <strong>in</strong>creasedrisk (risk factor) while negative association suggests decreased risk (protective factor). Such identifiedassociations are only statistical associations and not the same as the cause.Interventions developed to address the risk factors can be called as better management practices (BMPs). Forexample not dry<strong>in</strong>g a pond can be a risk factor for poor production. Therefore, dry<strong>in</strong>g the pond before stock<strong>in</strong>gseed becomes a better management practice. BMPs can be developed to address series <strong>of</strong> risk factorsassociated with various stages <strong>in</strong> culture operation (pond preparation, seed selection, stock<strong>in</strong>g, water qualitymanagement, feed management, disease management, pond bottom monitor<strong>in</strong>g, harvest and post harvesthandl<strong>in</strong>g). Once a set <strong>of</strong> BMPs are developed based on scientific studies, stakeholder consultations and exist<strong>in</strong>gscientific knowledge, it is necessary to test the BMPs and validate them. This is normally carried out through farmdemonstration studies. BMPs are constantly evolv<strong>in</strong>g and chang<strong>in</strong>g and it is necessary to consider approaches tocont<strong>in</strong>uously evaluate and improve BMPs.77
How to promote adoption <strong>of</strong> BMPs?Promot<strong>in</strong>g the adoption <strong>of</strong> BMPs by small scale farmers is not easy and straight forward. Us<strong>in</strong>g appropriateextension methodologies to br<strong>in</strong>g about change <strong>in</strong> the attitude <strong>of</strong> farmers and encourag<strong>in</strong>g them to change theirculture practices by <strong>in</strong>corporat<strong>in</strong>g BMPs are vital for successful adoption <strong>of</strong> BMPs.A critical aspect <strong>of</strong> the <strong>in</strong>troduction <strong>of</strong> BMPs has been the role <strong>of</strong> farmer groups, or other organizations, and theeffective l<strong>in</strong>kage between the public sector and such organizations. Provision <strong>of</strong> science based <strong>in</strong>formation t<strong>of</strong>armer groups through effective network<strong>in</strong>g and communication is one important key to the success.Implementation <strong>of</strong> BMPs-ShrimpThe broadest pr<strong>in</strong>ciples for susta<strong>in</strong>able aquaculture are provided by the Code <strong>of</strong> Conduct <strong>of</strong> Responsible Fisheries(CCRF). The Code has been the basis for the development <strong>of</strong> more specific pr<strong>in</strong>ciples and practices. Amongthese are the “International Pr<strong>in</strong>ciples for Responsible Shrimp Farm<strong>in</strong>g” 4 . The ‘Pr<strong>in</strong>ciples’ provide an <strong>in</strong>ternationalframework for improv<strong>in</strong>g the susta<strong>in</strong>ability <strong>of</strong> the shrimp farm<strong>in</strong>g sector. Better management practices (BMPs) have beendeveloped and used <strong>in</strong> several countries to put <strong>in</strong>to practice the more general pr<strong>in</strong>ciples <strong>of</strong> responsible shrimpfarm<strong>in</strong>g. Experience has shown that well designed and implemented BMPs can support producers to:• Increase efficiency and productivity by reduc<strong>in</strong>g the risk <strong>of</strong> shrimp health problems• Reduce or mitigate the impacts <strong>of</strong> farm<strong>in</strong>g on the environment• Improve food safety and quality <strong>of</strong> shrimp farm product; and• Improve the social benefits from shrimp farm<strong>in</strong>g and its social acceptability and susta<strong>in</strong>abilityShrimp BMP projects, <strong>in</strong> India, Indonesia, Thailand and Vietnam provide good examples <strong>of</strong> translat<strong>in</strong>g the<strong>in</strong>ternational pr<strong>in</strong>ciples <strong>in</strong>to specific BMPs adapted to local farm<strong>in</strong>g conditions and ensur<strong>in</strong>g their implementationby relevant stakeholders, with consequent ga<strong>in</strong>s <strong>in</strong> production, quality improvements and market accessibility.They also show evidence <strong>of</strong> the advantages <strong>of</strong> small-scale farmers be<strong>in</strong>g organized (farmer groups/societies),shar<strong>in</strong>g resources, empower<strong>in</strong>g the stakeholders, help<strong>in</strong>g each other and adopt<strong>in</strong>g BMPs. The implementation <strong>of</strong>the BMPs has provided benefits to the farmers, environment and society.India Case StudyS<strong>in</strong>ce the early 1990s, the Indian shrimp aquaculture sector has been hard hit by viral diseases. To address ris<strong>in</strong>gconcerns about the effect <strong>of</strong> diseases on the susta<strong>in</strong>ability <strong>of</strong> the sector, the Government <strong>of</strong> India’s Mar<strong>in</strong>eProducts Export Development Authority (MPEDA) with the technical assistance <strong>of</strong> NACA and the support <strong>of</strong> theIndian Council <strong>of</strong> Agricultural Research (ICAR) and the Australian Center for International Agricultural Research(ACIAR) <strong>in</strong>itiated a programme <strong>in</strong> 2000 on “Shrimp disease control and coastal management”. The programmestarted <strong>in</strong> 2001 with a large epidemiological study aimed at identify<strong>in</strong>g the risk factors for key shrimp diseases. Italso undertook to develop and dissem<strong>in</strong>ate BMPs to m<strong>in</strong>imize farm-level risk factors for disease outbreaks and toaddress shrimp farm<strong>in</strong>g susta<strong>in</strong>ability more broadly. The programme, which is now <strong>in</strong> its n<strong>in</strong>th year, wasimplemented <strong>in</strong> a phased manner. Some <strong>of</strong> the key stages <strong>of</strong> the programme <strong>in</strong>cluded:• A basel<strong>in</strong>e study <strong>of</strong> the major diseases affect<strong>in</strong>g the shrimp aquaculture operations (2000)4 FAO/NACA/UNEP/WB/WWF (2006) International Pr<strong>in</strong>ciples for Responsible Shrimp Farm<strong>in</strong>g. <strong>Network</strong> <strong>of</strong> <strong>Aquaculture</strong> <strong>Centres</strong> <strong>in</strong> Asia-Pacific (NACA). Bangkok, Thailand. 20p. (Available <strong>in</strong> English, Arabic, Ch<strong>in</strong>ese, French, Portuguese and Spanish atwww.enaca.org/shrimp)78
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Training of TrainersProgramme3-7 Au
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Table of Contents1. Preface 42. Sen
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knowledge about the activities carr
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iosphere, in that it is essentially
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Importance in narrowing the supply
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Figure 7: The trend in aquaculture
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aquaculture has been a success thus
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pathogen transfer is generally cons
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• It highlights the importance a
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particular animal are identified, t
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Knowledge at the bottom of the pyra
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farmer innovation process. In this
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would help in sustaining shrimp sec
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Stress brought about by the capture
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Enhance women participation in aqua
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women in aquaculture and identify a
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major percentage of staff, the need
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having more self confidence through
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Overall status of men and women in
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Compliance to international standar
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(ii) to protect human or animal lif
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c) FAO/WHO Codex Alimentarius Commi
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Annex 1: List of participantsCountr
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Annex 2: AgendaDate Time Presentati
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Annex 3: List of resource persons1.