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AAAS Annual Meeting Seattle, Washington February 14, 2004
Food Safety Priority Setting Constructing the Decision Tools for a More Science- and Risk-Based Approach AAAS Annual Meeting Seattle, Washington February 14, 2004 Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Presentation Overview
FSRC background FSRC research agenda Risk ranking models Prioritizing opportunities to reduce risk Establishing a conceptual framework for priority setting models and tools Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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FSRC Background Formed in 2002 as a multidisciplinary collaboration to improve public health Responding to calls by NAS and others for a more science- and risk-based food safety system Objective is to foster progress toward such a system by developing the analytical and decision tools required to implement it Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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FSRC Background (con’t)
Member institutions and steering committee U. California at Davis (Jerry Gillespie) U. Georgia (Mike Doyle) Iowa State (Cathie Woteki) U. Maryland (Glenn Morris) U. Massachusetts (Julie Caswell) Michigan State (Ewen Todd) Resources for the Future (Mike Taylor) Key to success is collaboration with all food safety stakeholders: government, industry, consumer and academic Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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The Public Health Issue
Significant burden of illness, including -- 5,000 deaths 325,000 hospitalizations 76 million cases Illness is caused by complex interaction of factors from production to consumption Most illness is preventable with the right combination of interventions The Issue: How best to target interventions and allocate resources to reduce illness? Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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The FSRC Research Agenda
Developing models and decision tools required for risk-based priority setting and resource allocation Requires tools for -- Ranking risks (prototype developed; work in progress) Prioritizing opportunities to reduce risk (project launched) Allocating resources to maximize risk reduction (long range goal) Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Ranking Model and Decision Tool
FSRC has developed a prototype computer model for ranking public health impact of specific pathogen-food combinations “Top-down” model that integrates data from multiple sources, including data on -- Incidence of illness associated with specific pathogens Attribution of illnesses to specific foods Valuation of health outcomes Model produces rankings of the public health impact of specific pathogen-food combinations Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Ranking Model Interface
Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Ranking Model Outcomes
Number of cases Number of hospitalizations Number of deaths Economic cost Monetary valuation Cost of illness (COI) Willingness to pay (WTP) Quality Adjusted Life Years (QALY) Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Ranking Model Attributes
First step in priority setting Provides a tool, not an answer Designed to be -- Transparent Flexible Adaptable Accessible Highlights data needs It’s a work in progress Video demonstration at Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Prioritizing Opportunities to Reduce Risk
This is the BIG CHALLENGE It’s what policymakers need in a science- and risk-based system to allocate resources and efforts in ways that maximize risk reduction Requires consideration of the magnitude of the risk AND the feasibility, effectiveness, and cost of risk reduction interventions and strategies Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Prioritizing Opportunities to Reduce Risk
Building the models and decision tools to do this is the central theme of the FSRC research agenda Requires multiple models and decision tools to deal with all the factors relevant to priority setting Begins with an integrated, systems approach to food safety FSRC has just launched a project to develop the conceptual framework for this approach and the needed tools Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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An Integrated, Systems Approach to Food Safety
Foodborne illness results from the interaction of multiple factors, arising from farm to table, that affect both causation and prevention of illness Opportunities to reduce risk thus arise across the food system Prioritizing opportunities to reduce risk requires -- an integrated understanding of both causation and prevention, and tools for identifying the most cost effective interventions and strategies to reduce risk Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Analytical Needs Tools must meet these analytical needs --
Risk-based assessment of foodborne hazards Ranking of public health impacts Measurement and valuation of the benefits of reducing risk Evaluation of the effectiveness and cost of risk reduction intervention options Integration of these analyses to prioritize risk reduction opportunities Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Constructing the Models and Decision Tools
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What Do We Mean By “Model”?
Models are representations of important functional relationships in parts of the food safety system, coupled with data that permit these relationships to be understood and analyzed The risk ranking model is the algorithm that integrates incidence, attribution and valuation data PLUS the data on these risk ranking factors Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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What Do We Mean By “Decision Tool”?
Decision Tools are computer- and web-based, interactive programs that organize and aggregate information needed for decision making The risk ranking decision tool is the interface with the model that allows analysts to alter assumptions, choose among relevant data sets, and evaluate a range of “what if” scenarios Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Assessment and Causation Model
First critical step in risk ranking and priority setting Grounded in standard risk assessment approaches from toxicology and epidemiology Causation component focuses on the exposure event that causes illness, which is the interaction of an agent’s inherent toxicity, level and duration of exposure, and sensitivity of the consumer And considers the transmission pathway, which includes all the factors that lead to the presence of an agent in food at a level capable of causing illness An understanding of causation provides a guide to prevention Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Public Health Outcomes
Understanding public health outcomes is -- The starting point for priority setting at the risk ranking stage The benchmark for evaluating the effectiveness and the benefits derived from alternative risk reduction interventions and strategies Public health outcomes follow from the risk assessment and drive the overall system Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Risk Ranking Model and Decision Tool
Current prototype addresses illnesses associated with 28 known pathogens and attributes them to specific food groups As data on food attributable risk and valuation of health outcomes are refined, it will permit comparisons and rankings based on several measures of public health impact Risk rankings are the starting point for priority setting Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Benefits Measures Benefit measures are derived from the risk ranking model Values placed on illnesses associated with a pathogen-food combination for ranking purposes become benefit measure when illness is reduced As incidence rates and patterns change over time, the risk ranking model reveals public health benefits of risk reduction and provides basis for up-dating risk-based priorities Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Intervention Options Model and Decision Tool
Like causation, prevention of foodborne illness is affected by behaviors and events throughout the chain from farm to table Cost effective strategies to reduce illness require knowing which intervention options at what point in the system will make the greatest contribution to reducing risk This requires predictive modeling of intervention options based on feasibility, effectiveness, and cost Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Intervention Options Model and Decision Tool: Current Practices
Modeling of intervention options to address a foodborne hazard must begin with the base case of current practices, and ask: What current practices and interventions are addressing the hazard? How effective are current practices and interventions? What are the costs to government? Private sector? Consumers? Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Intervention Options Model and Decision Tool: Identifying Options
Next step is identifying intervention options, which means asking Are there alternative practices or technologies that could prevent or mitigate hazards at particular points in the chain? What are the obstacles to their adoption? How might adoption be induced through government regulation? Market-based incentives? Research and education? Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Intervention Options Model and Decision Tool: Effectiveness & Cost
Once plausible intervention options are identified, their potential effectiveness and cost in reducing illness must be modeled predictively, taking into account Likely effectiveness of the intervention itself in reducing the targeted risk factor Interaction of the intervention with other factors affecting illness outcome throughout the food chain Measures of costs and cost effectiveness Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Priority Setting Decision Tool
Integrates results from the risk ranking and intervention options models Permits linking of interventions with health outcomes and Analysis of the potential public health benefits of alternative interventions Ranking of risk reduction opportunities and strategies, based on public health impact, cost effectiveness, and benefit/cost ratios Becomes a tool for planning, priority setting, and risk management Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Priority Setting Decision Tool: Data Realities
Models and decision tools need data to be useful Enormous amount of the needed data has already been generated by government, industry, and academia Models and tools can provide an incentive and vehicle for sharing existing data Models and tools can help identify the most critical needs for future data collection Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Policy Choice & Resource Allocation
Goal is to increase the role of risk analysis and public health-oriented priority setting in the food safety system Policymakers also must consider Legislative mandates (e.g. pre-market approval systems and mandated inspection activity) Other public health and public confidence priorities (e.g. bioterrorism and BSE) We need frameworks that can guide policy choice and resource allocation with all relevant factors in mind Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Feedback Loops The systems approach to food safety is a continuous loop that incorporates constant feedback The effectiveness of interventions and resulting changes in public health outcomes are measured and the results used to adjust risk rankings and priority setting The focus throughout is on making the best use of available resources to achieve better public health outcomes Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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Conclusion Goal is to make targeted data collection, risk analysis, and program evaluation “built in” features of how society addresses foodborne illness The test of the FSRC’s models and decision tools is whether they are useful for this purpose FSRC is building on the work of many Success requires creativity and effort of scientists, policymakers, and food safety practitioners throughout the system Food Safety Research Consortium A MULTI-DISCIPLINARY COLLABORATION TO IMPROVE PUBLIC HEALTH
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