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Navigating the Policy Landscape: What Every New Analyst Needs to Know

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Introduction

The email arrives at 4:45 PM on a Friday. “We need a briefing note on the implications of the new environmental regulations by Monday morning’s executive meeting.” Your stomach tightens as you scan through the attachment—80 pages of dense regulatory text that will impact multiple stakeholders across your jurisdiction. You’ve been in your policy analyst role for exactly three weeks.

This scenario is all too familiar for new policy professionals. The learning curve is steep, expectations are high, and the work has real-world consequences. According to the 2023 Institute for Public Policy Research (IPPR) survey, over 60% of new policy analysts report feeling underprepared for the practical realities of their roles, despite excellent academic credentials.

Policy analysis as a profession continues to grow, with government agencies, non-profits, and think tanks expanding their analytical teams to navigate increasingly complex social, economic, and environmental challenges. The Australian Public Service Commission’s 2023 State of the Service Report documented a 10% increase in policy roles over the previous three years, while similar trends are visible across other OECD countries.

What makes this growth particularly challenging is the gap between academic training and workplace realities. While universities provide excellent theoretical foundations and analytical frameworks, many practical skills—like translating technical content for non-technical audiences or navigating organizational politics—aren’t covered in textbooks.

This article bridges that gap by providing practical guidance for navigating your crucial first year in the field. Whether you’re working in government, a think tank, or a non-profit organization, the insights shared here will help you avoid common pitfalls, develop essential skills, and lay the groundwork for a successful policy career.

By the time you finish reading, you’ll have practical strategies for understanding policy landscapes, communicating effectively with diverse stakeholders, navigating organizational dynamics, avoiding common mistakes, and developing a sustainable career path. We’ve included practical templates and advice for new professionals entering this challenging field.

Let’s begin by understanding the complex ecosystem you’ve just entered.

Understanding the Policy Landscape

The Policy Ecosystem

Policy analysis doesn’t happen in a vacuum. Before diving into specific techniques, it’s crucial to understand the environment in which policy is developed, implemented, and evaluated. This ecosystem varies significantly depending on whether you’re working in government, a non-profit organization, or a think tank.

Government policy environments operate within clear hierarchical structures, with multiple layers of approval and stakeholder consultation. The pace can seem frustratingly slow to newcomers. What looks like a simple policy change might need input from legal, communications, finance, and multiple program areas—all before it reaches senior management or ministerial level.

Government policy work is characterized by:

  • Formal processes and templates for analysis and recommendations
  • Multiple review levels and sign-offs
  • Strong emphasis on risk management and precedent
  • Consideration of political factors alongside evidence
  • Public accountability and scrutiny

Non-profit policy environments often focus on advocacy and practical implementation. Analysis needs to be rigorous, but also clearly articulate how policy affects specific constituencies. Non-profit policy analysts frequently translate abstract policy into real-world impacts for the communities they serve.

Non-profit policy work typically features:

  • Strong focus on specific communities or issues
  • Direct connection between analysis and advocacy
  • Resource constraints requiring creative approaches
  • Balancing academic rigor with accessible communication
  • Collaboration with diverse stakeholders

Think tanks occupy a unique space between academia and practical policy development. They typically have more freedom to explore long-term implications and alternative approaches while still aiming to influence real-world decisions.

The think tank environment includes:

  • Deeper dives into specific policy areas
  • Greater independence in research approaches
  • Emphasis on publication and dissemination
  • Balancing intellectual exploration with practical relevance
  • Building networks across government and industry

Understanding the specific ecosystem you’re working within is essential for effectiveness. A brilliant analysis that ignores organizational constraints or political realities won’t influence decisions. Similarly, recommendations that don’t consider implementation challenges will gather dust rather than create change.

Building Your Policy Knowledge Base

Regardless of your specific environment, building knowledge quickly is essential in your first year. While subject matter expertise is important, understanding policy processes and cycles is equally crucial.

Understanding Policy Cycles

Policy rarely moves in a simple linear path from problem identification to solution implementation. Different jurisdictions use various models to understand policy development, but most include elements of:

  1. Problem identification and agenda setting
  2. Policy formulation and analysis
  3. Adoption and legitimization
  4. Implementation
  5. Evaluation and adjustment

Knowing where a particular issue sits within this cycle helps you understand what kind of analysis is needed. Early-stage work might focus on problem definition and exploring options broadly, while later stages require detailed implementation planning or evaluation frameworks.

Regional Differences in Policy Approaches

Policy approaches vary significantly across jurisdictions. In New Zealand’s public service, the Policy Quality Framework emphasizes robust problem definition and intervention logic. The European Commission’s Better Regulation Guidelines place heavy emphasis on stakeholder consultation and impact assessment. The UK Government’s Green Book provides standardized approaches to policy appraisal and evaluation. Understanding these regional differences is particularly important if you’re researching international examples or working in a multinational context.

Building Domain Expertise Quickly

As a new policy analyst, you can create a systematic learning strategy to build domain knowledge efficiently:

  1. Identify the most-cited academic papers in your policy area and read them thoroughly
  2. Review previous departmental reports and briefing notes from the past two years
  3. Schedule short informational interviews with program staff who implement policies on the ground

This systematic approach can help you build enough context to contribute meaningfully to policy discussions within a relatively short time frame.

Key resources for policy analysts include:

  • Government reports and white papers in your policy area
  • Academic databases for peer-reviewed research
  • Industry publications and stakeholder position papers
  • Statistical agencies for demographic and economic data
  • Legislative databases to track relevant laws and regulations
  • Policy think tank publications
  • International organization reports (OECD, UN agencies, etc.)

Create a system for tracking important resources and regularly updating your knowledge. This might be as simple as bookmarked folders or as sophisticated as reference management software like Zotero or Mendeley.

Key Takeaways:

  • Understand the specific constraints and opportunities of your policy environment
  • Familiarize yourself with how policy cycles operate in your organization
  • Develop a systematic approach to building domain expertise quickly
  • Create a personal knowledge management system to organize resources

Essential Skills for Policy Analysts

While your academic training likely covered research methods, applying these in time-constrained, real-world policy contexts requires adaptation. Effective policy analysis combines methodological rigor with practical constraints, as outlined in resources like the Overseas Development Institute’s tools for policy impact and the American Society for Public Administration’s policy analysis guidance.

Research and Analysis Techniques

Evidence Assessment Frameworks

Not all evidence is created equal, and policy analysts must quickly evaluate the strength and relevance of different information sources. Several frameworks can help:

  • The GRADE approach (Grading of Recommendations Assessment, Development and Evaluation) provides a systematic way to assess the quality of evidence, particularly useful for health and social policy. It’s widely used by organizations like the World Health Organization and Cochrane Reviews.
  • The UK Civil Service’s Rapid Evidence Assessment Toolkit provides structured approaches to gathering and assessing evidence under time constraints.
  • The Canadian government’s GBA+ (Gender-based Analysis Plus) framework ensures evidence assessment considers impacts across different population groups.
  • The Maryland Scientific Methods Scale helps evaluate the methodological rigor of impact evaluations and is used by the UK’s What Works Centres.

Many policy analysts develop their own checklist for evaluating evidence: Is it recent? Relevant to our context? Methodologically sound? Peer-reviewed or otherwise verified? Consistent with other evidence? These questions help quickly sort through information and focus on what’s most valuable.

Practical Research Approaches

When faced with tight deadlines, policy analysts need efficient research strategies:

  1. Start with synthesis resources: Begin with existing literature reviews, meta-analyses, or systematic reviews rather than individual studies.
  2. Use the “snowball” technique: Identify a few high-quality, recent sources and review their citations to find other relevant materials.
  3. Consult internal expertise: Many organizations have subject matter experts who can point you to key resources or provide contextual knowledge that isn’t documented.
  4. Leverage stakeholder knowledge: Industry associations, community organizations, and other stakeholders often have valuable data and insights.
  5. Consider mixed-methods approaches: Combining quantitative data with qualitative insights often provides a more complete picture than either approach alone.

Data Analysis for Policy Work

While sophisticated statistical analysis has its place, policy analysts often need to extract insights from data quickly using more accessible techniques:

Simple data visualizations can sometimes be the most effective approach. Putting program participation data on a map, for instance, can immediately show geographic disparities that aren’t obvious in spreadsheets. These visualizations can lead to targeted interventions that significantly improve program access.

Communication Skills

Even the most brilliant analysis is worthless if you can’t communicate it effectively to decision-makers. Policy communication requires adapting your message to different audiences while maintaining accuracy.

Writing for Different Audiences

Policy analysts typically write for multiple audiences, each with different needs:

  • Ministers or executives need concise summaries focusing on key decisions, risks, and political considerations.
  • Senior managers require more implementation details and resource implications.
  • Technical experts want methodological details and evidence quality.
  • Program staff need practical guidance on application.
  • External stakeholders need clear explanations of how policies affect them.

Think of this as translating, not dumbing down. The same core analysis might become a one-page briefing note for a Minister, a detailed implementation guide for program staff, and an accessible web page for the public.

Briefing Note Best Practices

The briefing note is a fundamental communication tool for policy analysts. While formats vary across organizations, effective briefing notes typically follow standards like those outlined in the Canadian government’s Guide to Writing Effective Briefing Notes or Australia’s Department of the Prime Minister and Cabinet guidance:

  1. Begin with a clear purpose statement and recommendation
  2. Provide essential context in 1-2 paragraphs
  3. Present options with pros and cons for each
  4. Address implementation considerations and risks
  5. Use simple, direct language
  6. Include visual elements where helpful
  7. Anticipate questions the reader might have

The Institute of Public Administration Australia (IPAA) and the Institute for Government (UK) both offer excellent resources and training on effective policy writing techniques.

A common piece of advice for new analysts is to write your briefing note, then cut it in half. Then look at what’s left and cut that in half again. What remains is usually what senior officials actually need to know.

Presentation Skills for Policy Professionals

Verbal presentations—whether to colleagues, senior management, or external stakeholders—require different skills than written communication:

  • Begin with your “so what”—why the audience should care about your topic
  • Frame information in terms of decisions needed or problems solved
  • Use concrete examples to illustrate abstract concepts
  • Prepare concise responses to likely questions
  • Practice explaining complex concepts in simple terms

Communicating Complex Policy

When communicating complex policy changes, consider creating different products from the same analysis: technical guides for staff, plain-language explanations for the public, and decision frameworks for those implementing the policy. Each serves a different purpose while maintaining consistency in the underlying analysis.

Key Takeaways:

  • Adapt research approaches to time constraints while maintaining rigor
  • Develop a systematic approach to evaluating evidence quality
  • Master the art of tailoring communication to different audiences
  • Practice distilling complex information into clear, actionable formats
  • Use visual elements strategically to enhance understanding

Navigating Organizational Dynamics

Understanding Institutional Culture

Every organization has its own culture—unwritten rules and expectations that shape how work gets done. As a new policy analyst, quickly understanding these dynamics will help you navigate more effectively. The Australia and New Zealand School of Government (ANZSOG) identifies organizational culture as one of the most significant factors in policy implementation success.

Formal vs. Informal Processes

All organizations have formal procedures, but informal processes often determine real outcomes. Research by the Institute for Government has documented how these informal networks shape policy outcomes in practice. The Harvard Kennedy School similarly emphasizes the importance of understanding both formal and informal aspects of organizational dynamics.

To uncover informal processes:

  • Observe which proposals move forward easily and which stall
  • Note whose opinions seem to carry particular weight
  • Pay attention to how successful colleagues navigate the system
  • Ask targeted questions about “how things really work”
  • Consider using tools like stakeholder mapping from the International Association for Public Participation (IAP2) toolkit

Building Relationships Across Teams

Policy work is inherently collaborative, requiring input from various specialists and stakeholders. Intentionally building relationships across departments serves multiple purposes:

  1. Access to specialized knowledge: Legal, financial, communications, and program delivery staff all have valuable perspectives.
  2. Early identification of potential issues: Involving key stakeholders early helps identify problems before they become obstacles.
  3. Smoother implementation: Policies developed with implementation teams’ input are more likely to succeed in practice.
  4. Expanded professional network: Cross-departmental relationships provide future collaboration opportunities.

Setting a goal of having coffee with someone from a different team every two weeks during your first year can be a simple but effective strategy. These informal conversations can provide insights you couldn’t get any other way.

Working with Senior Leadership

Understanding how to effectively engage with senior leaders is crucial for policy analysts, as your work often informs their decisions. The Canada School of Public Service and the UK Civil Service Learning both offer specific training on briefing senior officials effectively.

Experienced policy professionals and organizations like the Institute for Government suggest:

  • Be thoroughly prepared with data and context before meetings
  • Present options rather than single solutions when appropriate
  • Anticipate potential questions and concerns
  • Be honest about limitations in the analysis
  • Recognize political and organizational constraints
  • Focus on decision-relevant information
  • Use frameworks like the RAPID decision-making model developed by Bain & Company to clarify decision roles

Different senior leaders often need different types of information. Policy directors might want to understand conceptual frameworks and evidence quality. Operations directors need implementation details and resource requirements. Communications directors focus on how to explain the policy to external stakeholders. Tailoring your briefings to these different needs can significantly increase your effectiveness.

Managing Expectations and Workload

Policy roles often involve complex projects, competing priorities, and unpredictable timelines. Developing strategies to manage these demands is essential for both effectiveness and wellbeing.

Setting Realistic Timelines

One of the most common mistakes new analysts make is underestimating how long things will take. Everything in policy takes longer than you might think—getting data, consulting stakeholders, drafting documents, and especially getting approvals.

Experienced policy professionals recommend:

  • Breaking projects into smaller, measurable tasks
  • Adding buffer time for unexpected complications
  • Learning your organization’s typical timelines for different processes
  • Being transparent with managers about realistic timeframes
  • Documenting past project timelines to improve future estimates

Prioritization Techniques

When everything seems urgent, prioritization becomes essential. Effective approaches include:

  1. The Eisenhower Matrix: Categorize tasks as urgent/important, important/not urgent, urgent/not important, or neither urgent nor important. This framework, popularized by Stephen Covey in The 7 Habits of Highly Effective People, helps ensure strategic work doesn’t get displaced by merely urgent tasks.
  2. Value vs. Effort Assessment: Evaluate tasks based on their value to organizational goals and the effort required. The UK Government Digital Service recommends this approach for feature prioritization but it works equally well for policy tasks.
  3. MoSCoW Method: Categorize tasks as Must have, Should have, Could have, or Won’t have (this time). This technique is recommended by the PRINCE2 project management methodology used in many government contexts.
  4. Stakeholder Impact Analysis: Prioritize work affecting the most critical stakeholders, using frameworks like those in the International Association for Public Participation (IAP2) toolkit.

Keeping a running list of all your projects with their deadlines, key stakeholders, and current status can help you stay organized. Reviewing this list weekly and identifying your top three priorities can help you stay focused when new requests inevitably arrive.

When and How to Ask for Help

Many new policy analysts hesitate to ask for help, fearing it shows incompetence. Experienced professionals know the opposite is true—asking thoughtful questions demonstrates professionalism and judgment.

Effective approaches to seeking assistance include:

  • Being specific about what you need
  • Demonstrating what you’ve already tried
  • Framing questions in terms of seeking advice rather than solutions
  • Offering to draft materials for review rather than asking others to create them
  • Building reciprocal relationships where you offer help as well as seeking it

Timing is key. Don’t wait until a deadline is imminent to ask for help, but also don’t ask questions before you’ve done basic research yourself. Find the middle ground where you’ve made a genuine effort but recognized a gap you need help with.

Maintaining Work-Life Balance

Policy work often involves periods of intense activity, particularly around budget cycles, legislative sessions, or crisis response. Sustainable performance requires developing strategies to manage these demands without burnout.

The World Health Organization has recognized workplace burnout as an occupational phenomenon, with public sector employees particularly vulnerable due to high-stakes work and resource constraints. Organizations like the UK Civil Service now incorporate wellbeing frameworks into their organizational planning.

Experienced policy professionals suggest:

  • Clearly communicating availability and capacity to managers using frameworks like the Workload Management Tool recommended by productivity experts
  • Identifying which aspects of work can be temporarily deprioritized during crunch periods using triage techniques
  • Developing efficient work habits through methodologies like Getting Things Done (GTD)
  • Using recovery periods after intense work cycles, a practice endorsed by performance psychologists at institutions like the Harvard Business Review
  • Maintaining physical health through exercise, sleep, and nutrition
  • Building support networks both inside and outside the workplace through professional communities like the Young Policy Professionals Network

The American Society for Public Administration has developed resources specifically addressing burnout prevention for policy professionals, recognizing that maintaining sustainable work patterns is not just personal wellness but also ensures better policy outcomes.

Key Takeaways:

  • Invest time in understanding both formal and informal organizational processes
  • Build relationships across departments and functions
  • Adapt your communication for different levels of leadership
  • Develop reliable systems for managing workload and priorities
  • Learn to ask for help effectively before crisis points
  • Create sustainable work patterns that prevent burnout

Common Pitfalls and How to Avoid Them

Technical Challenges

Even well-trained policy analysts encounter common technical pitfalls in their early career. The Regulatory Policy Committee and OECD’s Regulatory Policy Outlook identify several recurring challenges that new analysts face.

Overcomplicating Analysis

New analysts often try to showcase their technical skills by using sophisticated methodologies, when simpler approaches would be more appropriate and impactful. The Washington State Institute for Public Policy provides an excellent example of clear, straightforward policy analysis that remains rigorous.

To avoid overcomplication:

  • Start with the simplest analysis that answers the core question
  • Consider what decision-makers actually need to know
  • Use technical approaches only when they add genuine value
  • Test your analysis with a “so what” question—what action or decision does this inform?
  • Follow the Plain Language Guidelines used by many government agencies

Drawing Conclusions Beyond the Evidence

The pressure to provide clear recommendations can lead analysts to draw stronger conclusions than the evidence supports. The Campbell Collaboration and Cochrane Reviews provide excellent examples of evidence synthesis that appropriately qualifies conclusions based on the strength of available evidence.

Practical approaches include:

  • Explicitly stating assumptions and limitations
  • Using qualifying language appropriately (“suggests” rather than “proves”)
  • Presenting ranges or scenarios when exact predictions aren’t possible
  • Being transparent about data gaps and their implications
  • Distinguishing between evidence-based findings and value judgments
  • Using frameworks like the SUPPORT Tools for evidence-informed policymaking

Missing Key Stakeholder Perspectives

Policy analysis that fails to consider diverse perspectives often leads to implementation problems or unintended consequences. Organizations like IAP2 (International Association for Public Participation) have developed comprehensive frameworks for stakeholder engagement, while the World Bank’s Stakeholder Analysis guidance provides practical tools.

To ensure comprehensive stakeholder consideration:

Real-World Example: Learning from Implementation Challenges

The UK’s Universal Credit program provides an instructive case study in policy implementation challenges. The National Audit Office’s evaluation highlighted how early analysis failed to adequately consider the practical realities faced by benefit recipients, particularly around the five-week wait for initial payments. This led to significant hardship and required subsequent policy adjustments.

Similarly, New Zealand’s Ministry of Education learned valuable lessons from its digital learning initiatives, which initially encountered significant barriers in rural areas with limited connectivity. The subsequent New Zealand Digital Equity Gap Analysis now explicitly examines access issues across different communities.

Professional Challenges

Beyond technical aspects, new policy analysts face common professional and psychological challenges that can impact their effectiveness and satisfaction. The Australia and New Zealand School of Government (ANZSOG) and Civil Service Learning provide resources specifically addressing these challenges.

Imposter Syndrome

Many new analysts experience persistent feelings of inadequacy despite objective evidence of their competence. This “imposter syndrome” is particularly common in policy roles, which often involve high-stakes decisions and interaction with senior officials. Research from the American Psychological Association has found that up to 82% of professionals experience these feelings at some point.

Strategies for managing imposter syndrome include:

  • Recognizing it as a common experience, not a personal failing
  • Documenting positive feedback and accomplishments
  • Finding a trusted mentor who can provide perspective
  • Focusing on contribution rather than perfection
  • Developing a growth mindset as described by psychologist Carol Dweck
  • Participating in professional development programs like those offered by the Institute of Public Administration Australia (IPAA)

Dealing with Policy Rejection or Changes

Policy recommendations are frequently modified, delayed, or rejected for reasons beyond your control. The Institute for Government’s report on Evidence in Policymaking documents how political, financial, and timing factors can override even the strongest evidence-based proposals.

Approaches for handling policy rejection productively include:

  • Separating professional from personal identity
  • Understanding the broader context of decision-making
  • Extracting lessons for future proposals
  • Maintaining a portfolio of policy work rather than investing too heavily in any single initiative
  • Building resilience through networks like those facilitated by the Young Policy Professionals Network (Australia) or the Policy Professionals Network (UK)

Managing Competing Priorities

Policy roles typically involve multiple simultaneous projects with shifting deadlines and urgency. Research by the Harvard Business Review and tools from project management methodologies can help navigate these challenges.

Effective approaches include:

  • Regular communication with managers about workload and priorities
  • Developing systems for tracking multiple projects (such as Kanban boards or project management software)
  • Negotiating deadlines and deliverables proactively
  • Creating time blocks for focused work on high-priority items
  • Learning to delegate and collaborate effectively
  • Setting clear boundaries to prevent burnout

Career Development Strategies

Building Your Professional Network

A strong professional network is invaluable for policy analysts, providing information, collaboration opportunities, and career advancement. Organizations like the Network of Schools of Public Policy, Affairs, and Administration (NASPAA) emphasize the importance of networks in both policy effectiveness and career development.

Professional Associations Worth Joining

Several professional organizations offer valuable resources, events, and networking opportunities for policy analysts:

These organizations typically offer discounted membership for early-career professionals and students. Many run conferences, webinars, and professional development events that provide networking opportunities and skills development.

Mentorship Opportunities

Formal and informal mentorship relationships can significantly accelerate your professional development. Programs like the Young Policy Professionals Network in Australia and the Women in Public Affairs Network offer structured mentoring. Government departments often have internal mentoring programs as well, such as those run by the UK Civil Service.

Effective mentoring relationships provide:

  • Career guidance and perspective
  • Technical and professional skill development
  • Expanded networks
  • Safe spaces to discuss challenges
  • Insights into organizational culture and dynamics

Cross-Sector Networking

While connections within your specific field are important, cross-sector relationships can provide valuable perspective and innovation opportunities. Organizations that facilitate cross-sector networking include:

Digital Networking for Policy Professionals

Online platforms have become increasingly important for policy networking:

  • LinkedIn Groups focused on policy areas or public administration
  • Twitter communities using policy-related hashtags
  • Professional Slack channels and online forums
  • Webinars and virtual events from organizations like the Brookings Institution or Policy Network
  • Platforms like Apolitical specifically designed for public servants

Professional Development Planning

Intentional skill development is crucial for career advancement in policy roles. Organizations like the Australia and New Zealand School of Government (ANZSOG) and the Canada School of Public Service offer structured approaches to professional development planning.

Key Skills to Develop in Your First Two Years

Research by the International Public Management Association for Human Resources (IPMA-HR) and the Public Service Commission of Canada identifies several competencies that significantly impact early career progression:

  1. Analytical and Research Skills
  1. Communication and Influence
  1. Digital and Data Literacy
  1. Project Management
  1. Political Acumen

Educational Opportunities to Consider

Policy analysts should consider various educational pathways depending on career goals:

Creating a Personalized Development Plan

The Office of Personnel Management (US) and Civil Service Learning (UK) both recommend structured approaches to development planning:

  1. Self-assessment: Evaluate your current skills against those required for your target roles. Tools like the Canadian Public Service Competency Framework can provide structure.
  2. Goal setting: Establish specific, measurable goals with timeframes, such as “Complete a certification in data analysis within 12 months” or “Lead a policy brief development by Q3.”
  3. Learning activities: Identify a mix of formal education, on-the-job experiences, mentoring, and self-directed learning.
  4. Reflection and adjustment: Regularly review progress and adjust goals based on changing interests or opportunities.

Conclusion

Your first year as a policy analyst lays the foundation for a career that can be both intellectually stimulating and socially impactful. By understanding the unique aspects of policy environments, developing essential skills, navigating organizational dynamics, avoiding common pitfalls, and planning your professional development, you’ll be well-positioned for success.

As the OECD’s recent report on skills for a high-performing civil service notes, policy work is becoming more complex, collaborative, and data-driven. The analysts who thrive will be those who combine analytical rigor with practical implementation knowledge, communication skills, and political awareness.

Remember that policy analysis is both an art and a science. While methodological approaches provide structure, judgment and experience play equally important roles in navigating complex policy challenges. Each policy project, whether successful or challenging, builds your professional capacity and judgment.

Most importantly, maintain perspective on why this work matters. Whether developing environmental regulations, social service programs, economic policies, or infrastructure plans, your analysis helps shape decisions that affect real people’s lives. That responsibility and opportunity make the challenges of policy work worthwhile.

Introduction

The email arrives at 4:45 PM on a Friday. “We need a briefing note on the implications of the new environmental regulations by Monday morning’s executive meeting.” Your stomach tightens as you scan through the attachment—80 pages of dense regulatory text that will impact multiple stakeholders across your jurisdiction. You’ve been in your policy analyst role for exactly three weeks.

This scenario is all too familiar for new policy professionals. The learning curve is steep, expectations are high, and the work has real-world consequences. According to the 2023 Institute for Public Policy Research (IPPR) survey, over 60% of new policy analysts report feeling underprepared for the practical realities of their roles, despite excellent academic credentials.

Policy analysis as a profession continues to grow, with government agencies, non-profits, and think tanks expanding their analytical teams to navigate increasingly complex social, economic, and environmental challenges. The Australian Public Service Commission’s 2023 State of the Service Report documented a 10% increase in policy roles over the previous three years, while similar trends are visible across other OECD countries.

What makes this growth particularly challenging is the gap between academic training and workplace realities. While universities provide excellent theoretical foundations and analytical frameworks, many practical skills—like translating technical content for non-technical audiences or navigating organizational politics—aren’t covered in textbooks.

This article bridges that gap by providing practical guidance for navigating your crucial first year in the field. Whether you’re working in government, a think tank, or a non-profit organization, the insights shared here will help you avoid common pitfalls, develop essential skills, and lay the groundwork for a successful policy career.

By the time you finish reading, you’ll have practical strategies for understanding policy landscapes, communicating effectively with diverse stakeholders, navigating organizational dynamics, avoiding common mistakes, and developing a sustainable career path. We’ve included practical templates and advice for new professionals entering this challenging field.

Let’s begin by understanding the complex ecosystem you’ve just entered.

Understanding the Policy Landscape

The Policy Ecosystem

Policy analysis doesn’t happen in a vacuum. Before diving into specific techniques, it’s crucial to understand the environment in which policy is developed, implemented, and evaluated. This ecosystem varies significantly depending on whether you’re working in government, a non-profit organization, or a think tank.

Government policy environments operate within clear hierarchical structures, with multiple layers of approval and stakeholder consultation. The pace can seem frustratingly slow to newcomers. What looks like a simple policy change might need input from legal, communications, finance, and multiple program areas—all before it reaches senior management or ministerial level.

Government policy work is characterized by:

  • Formal processes and templates for analysis and recommendations
  • Multiple review levels and sign-offs
  • Strong emphasis on risk management and precedent
  • Consideration of political factors alongside evidence
  • Public accountability and scrutiny

Non-profit policy environments often focus on advocacy and practical implementation. Analysis needs to be rigorous, but also clearly articulate how policy affects specific constituencies. Non-profit policy analysts frequently translate abstract policy into real-world impacts for the communities they serve.

Non-profit policy work typically features:

  • Strong focus on specific communities or issues
  • Direct connection between analysis and advocacy
  • Resource constraints requiring creative approaches
  • Balancing academic rigor with accessible communication
  • Collaboration with diverse stakeholders

Think tanks occupy a unique space between academia and practical policy development. They typically have more freedom to explore long-term implications and alternative approaches while still aiming to influence real-world decisions.

The think tank environment includes:

  • Deeper dives into specific policy areas
  • Greater independence in research approaches
  • Emphasis on publication and dissemination
  • Balancing intellectual exploration with practical relevance
  • Building networks across government and industry

Understanding the specific ecosystem you’re working within is essential for effectiveness. A brilliant analysis that ignores organizational constraints or political realities won’t influence decisions. Similarly, recommendations that don’t consider implementation challenges will gather dust rather than create change.

Building Your Policy Knowledge Base

Regardless of your specific environment, building knowledge quickly is essential in your first year. While subject matter expertise is important, understanding policy processes and cycles is equally crucial.

Understanding Policy Cycles

Policy rarely moves in a simple linear path from problem identification to solution implementation. Different jurisdictions use various models to understand policy development, but most include elements of:

  1. Problem identification and agenda setting
  2. Policy formulation and analysis
  3. Adoption and legitimization
  4. Implementation
  5. Evaluation and adjustment

Knowing where a particular issue sits within this cycle helps you understand what kind of analysis is needed. Early-stage work might focus on problem definition and exploring options broadly, while later stages require detailed implementation planning or evaluation frameworks.

Regional Differences in Policy Approaches

Policy approaches vary significantly across jurisdictions. In New Zealand’s public service, the Policy Quality Framework emphasizes robust problem definition and intervention logic. The European Commission’s Better Regulation Guidelines place heavy emphasis on stakeholder consultation and impact assessment. The UK Government’s Green Book provides standardized approaches to policy appraisal and evaluation. Understanding these regional differences is particularly important if you’re researching international examples or working in a multinational context.

Building Domain Expertise Quickly

As a new policy analyst, you can create a systematic learning strategy to build domain knowledge efficiently:

  1. Identify the most-cited academic papers in your policy area and read them thoroughly
  2. Review previous departmental reports and briefing notes from the past two years
  3. Schedule short informational interviews with program staff who implement policies on the ground

This systematic approach can help you build enough context to contribute meaningfully to policy discussions within a relatively short time frame.

Key resources for policy analysts include:

  • Government reports and white papers in your policy area
  • Academic databases for peer-reviewed research
  • Industry publications and stakeholder position papers
  • Statistical agencies for demographic and economic data
  • Legislative databases to track relevant laws and regulations
  • Policy think tank publications
  • International organization reports (OECD, UN agencies, etc.)

Create a system for tracking important resources and regularly updating your knowledge. This might be as simple as bookmarked folders or as sophisticated as reference management software like Zotero or Mendeley.

Key Takeaways:

  • Understand the specific constraints and opportunities of your policy environment
  • Familiarize yourself with how policy cycles operate in your organization
  • Develop a systematic approach to building domain expertise quickly
  • Create a personal knowledge management system to organize resources

Essential Skills for Policy Analysts

While your academic training likely covered research methods, applying these in time-constrained, real-world policy contexts requires adaptation. Effective policy analysis combines methodological rigor with practical constraints, as outlined in resources like the Overseas Development Institute’s tools for policy impact and the American Society for Public Administration’s policy analysis guidance.

Research and Analysis Techniques

Evidence Assessment Frameworks

Not all evidence is created equal, and policy analysts must quickly evaluate the strength and relevance of different information sources. Several frameworks can help:

  • The GRADE approach (Grading of Recommendations Assessment, Development and Evaluation) provides a systematic way to assess the quality of evidence, particularly useful for health and social policy. It’s widely used by organizations like the World Health Organization and Cochrane Reviews.
  • The UK Civil Service’s Rapid Evidence Assessment Toolkit provides structured approaches to gathering and assessing evidence under time constraints.
  • The Canadian government’s GBA+ (Gender-based Analysis Plus) framework ensures evidence assessment considers impacts across different population groups.
  • The Maryland Scientific Methods Scale helps evaluate the methodological rigor of impact evaluations and is used by the UK’s What Works Centres.

Many policy analysts develop their own checklist for evaluating evidence: Is it recent? Relevant to our context? Methodologically sound? Peer-reviewed or otherwise verified? Consistent with other evidence? These questions help quickly sort through information and focus on what’s most valuable.

Practical Research Approaches

When faced with tight deadlines, policy analysts need efficient research strategies:

  1. Start with synthesis resources: Begin with existing literature reviews, meta-analyses, or systematic reviews rather than individual studies.
  2. Use the “snowball” technique: Identify a few high-quality, recent sources and review their citations to find other relevant materials.
  3. Consult internal expertise: Many organizations have subject matter experts who can point you to key resources or provide contextual knowledge that isn’t documented.
  4. Leverage stakeholder knowledge: Industry associations, community organizations, and other stakeholders often have valuable data and insights.
  5. Consider mixed-methods approaches: Combining quantitative data with qualitative insights often provides a more complete picture than either approach alone.

Data Analysis for Policy Work

While sophisticated statistical analysis has its place, policy analysts often need to extract insights from data quickly using more accessible techniques:

Simple data visualizations can sometimes be the most effective approach. Putting program participation data on a map, for instance, can immediately show geographic disparities that aren’t obvious in spreadsheets. These visualizations can lead to targeted interventions that significantly improve program access.

Communication Skills

Even the most brilliant analysis is worthless if you can’t communicate it effectively to decision-makers. Policy communication requires adapting your message to different audiences while maintaining accuracy.

Writing for Different Audiences

Policy analysts typically write for multiple audiences, each with different needs:

  • Ministers or executives need concise summaries focusing on key decisions, risks, and political considerations.
  • Senior managers require more implementation details and resource implications.
  • Technical experts want methodological details and evidence quality.
  • Program staff need practical guidance on application.
  • External stakeholders need clear explanations of how policies affect them.

Think of this as translating, not dumbing down. The same core analysis might become a one-page briefing note for a Minister, a detailed implementation guide for program staff, and an accessible web page for the public.

Briefing Note Best Practices

The briefing note is a fundamental communication tool for policy analysts. While formats vary across organizations, effective briefing notes typically follow standards like those outlined in the Canadian government’s Guide to Writing Effective Briefing Notes or Australia’s Department of the Prime Minister and Cabinet guidance:

  1. Begin with a clear purpose statement and recommendation
  2. Provide essential context in 1-2 paragraphs
  3. Present options with pros and cons for each
  4. Address implementation considerations and risks
  5. Use simple, direct language
  6. Include visual elements where helpful
  7. Anticipate questions the reader might have

The Institute of Public Administration Australia (IPAA) and the Institute for Government (UK) both offer excellent resources and training on effective policy writing techniques.

A common piece of advice for new analysts is to write your briefing note, then cut it in half. Then look at what’s left and cut that in half again. What remains is usually what senior officials actually need to know.

Presentation Skills for Policy Professionals

Verbal presentations—whether to colleagues, senior management, or external stakeholders—require different skills than written communication:

  • Begin with your “so what”—why the audience should care about your topic
  • Frame information in terms of decisions needed or problems solved
  • Use concrete examples to illustrate abstract concepts
  • Prepare concise responses to likely questions
  • Practice explaining complex concepts in simple terms

Communicating Complex Policy

When communicating complex policy changes, consider creating different products from the same analysis: technical guides for staff, plain-language explanations for the public, and decision frameworks for those implementing the policy. Each serves a different purpose while maintaining consistency in the underlying analysis.

Key Takeaways:

  • Adapt research approaches to time constraints while maintaining rigor
  • Develop a systematic approach to evaluating evidence quality
  • Master the art of tailoring communication to different audiences
  • Practice distilling complex information into clear, actionable formats
  • Use visual elements strategically to enhance understanding

Navigating Organizational Dynamics

Understanding Institutional Culture

Every organization has its own culture—unwritten rules and expectations that shape how work gets done. As a new policy analyst, quickly understanding these dynamics will help you navigate more effectively. The Australia and New Zealand School of Government (ANZSOG) identifies organizational culture as one of the most significant factors in policy implementation success.

Formal vs. Informal Processes

All organizations have formal procedures, but informal processes often determine real outcomes. Research by the Institute for Government has documented how these informal networks shape policy outcomes in practice. The Harvard Kennedy School similarly emphasizes the importance of understanding both formal and informal aspects of organizational dynamics.

To uncover informal processes:

  • Observe which proposals move forward easily and which stall
  • Note whose opinions seem to carry particular weight
  • Pay attention to how successful colleagues navigate the system
  • Ask targeted questions about “how things really work”
  • Consider using tools like stakeholder mapping from the International Association for Public Participation (IAP2) toolkit

Building Relationships Across Teams

Policy work is inherently collaborative, requiring input from various specialists and stakeholders. Intentionally building relationships across departments serves multiple purposes:

  1. Access to specialized knowledge: Legal, financial, communications, and program delivery staff all have valuable perspectives.
  2. Early identification of potential issues: Involving key stakeholders early helps identify problems before they become obstacles.
  3. Smoother implementation: Policies developed with implementation teams’ input are more likely to succeed in practice.
  4. Expanded professional network: Cross-departmental relationships provide future collaboration opportunities.

Setting a goal of having coffee with someone from a different team every two weeks during your first year can be a simple but effective strategy. These informal conversations can provide insights you couldn’t get any other way.

Working with Senior Leadership

Understanding how to effectively engage with senior leaders is crucial for policy analysts, as your work often informs their decisions. The Canada School of Public Service and the UK Civil Service Learning both offer specific training on briefing senior officials effectively.

Experienced policy professionals and organizations like the Institute for Government suggest:

  • Be thoroughly prepared with data and context before meetings
  • Present options rather than single solutions when appropriate
  • Anticipate potential questions and concerns
  • Be honest about limitations in the analysis
  • Recognize political and organizational constraints
  • Focus on decision-relevant information
  • Use frameworks like the RAPID decision-making model developed by Bain & Company to clarify decision roles

Different senior leaders often need different types of information. Policy directors might want to understand conceptual frameworks and evidence quality. Operations directors need implementation details and resource requirements. Communications directors focus on how to explain the policy to external stakeholders. Tailoring your briefings to these different needs can significantly increase your effectiveness.

Managing Expectations and Workload

Policy roles often involve complex projects, competing priorities, and unpredictable timelines. Developing strategies to manage these demands is essential for both effectiveness and wellbeing.

Setting Realistic Timelines

One of the most common mistakes new analysts make is underestimating how long things will take. Everything in policy takes longer than you might think—getting data, consulting stakeholders, drafting documents, and especially getting approvals.

Experienced policy professionals recommend:

  • Breaking projects into smaller, measurable tasks
  • Adding buffer time for unexpected complications
  • Learning your organization’s typical timelines for different processes
  • Being transparent with managers about realistic timeframes
  • Documenting past project timelines to improve future estimates

Prioritization Techniques

When everything seems urgent, prioritization becomes essential. Effective approaches include:

  1. The Eisenhower Matrix: Categorize tasks as urgent/important, important/not urgent, urgent/not important, or neither urgent nor important. This framework, popularized by Stephen Covey in The 7 Habits of Highly Effective People, helps ensure strategic work doesn’t get displaced by merely urgent tasks.
  2. Value vs. Effort Assessment: Evaluate tasks based on their value to organizational goals and the effort required. The UK Government Digital Service recommends this approach for feature prioritization but it works equally well for policy tasks.
  3. MoSCoW Method: Categorize tasks as Must have, Should have, Could have, or Won’t have (this time). This technique is recommended by the PRINCE2 project management methodology used in many government contexts.
  4. Stakeholder Impact Analysis: Prioritize work affecting the most critical stakeholders, using frameworks like those in the International Association for Public Participation (IAP2) toolkit.

Keeping a running list of all your projects with their deadlines, key stakeholders, and current status can help you stay organized. Reviewing this list weekly and identifying your top three priorities can help you stay focused when new requests inevitably arrive.

When and How to Ask for Help

Many new policy analysts hesitate to ask for help, fearing it shows incompetence. Experienced professionals know the opposite is true—asking thoughtful questions demonstrates professionalism and judgment.

Effective approaches to seeking assistance include:

  • Being specific about what you need
  • Demonstrating what you’ve already tried
  • Framing questions in terms of seeking advice rather than solutions
  • Offering to draft materials for review rather than asking others to create them
  • Building reciprocal relationships where you offer help as well as seeking it

Timing is key. Don’t wait until a deadline is imminent to ask for help, but also don’t ask questions before you’ve done basic research yourself. Find the middle ground where you’ve made a genuine effort but recognized a gap you need help with.

Maintaining Work-Life Balance

Policy work often involves periods of intense activity, particularly around budget cycles, legislative sessions, or crisis response. Sustainable performance requires developing strategies to manage these demands without burnout.

The World Health Organization has recognized workplace burnout as an occupational phenomenon, with public sector employees particularly vulnerable due to high-stakes work and resource constraints. Organizations like the UK Civil Service now incorporate wellbeing frameworks into their organizational planning.

Experienced policy professionals suggest:

  • Clearly communicating availability and capacity to managers using frameworks like the Workload Management Tool recommended by productivity experts
  • Identifying which aspects of work can be temporarily deprioritized during crunch periods using triage techniques
  • Developing efficient work habits through methodologies like Getting Things Done (GTD)
  • Using recovery periods after intense work cycles, a practice endorsed by performance psychologists at institutions like the Harvard Business Review
  • Maintaining physical health through exercise, sleep, and nutrition
  • Building support networks both inside and outside the workplace through professional communities like the Young Policy Professionals Network

The American Society for Public Administration has developed resources specifically addressing burnout prevention for policy professionals, recognizing that maintaining sustainable work patterns is not just personal wellness but also ensures better policy outcomes.

Key Takeaways:

  • Invest time in understanding both formal and informal organizational processes
  • Build relationships across departments and functions
  • Adapt your communication for different levels of leadership
  • Develop reliable systems for managing workload and priorities
  • Learn to ask for help effectively before crisis points
  • Create sustainable work patterns that prevent burnout

Common Pitfalls and How to Avoid Them

Technical Challenges

Even well-trained policy analysts encounter common technical pitfalls in their early career. The Regulatory Policy Committee and OECD’s Regulatory Policy Outlook identify several recurring challenges that new analysts face.

Overcomplicating Analysis

New analysts often try to showcase their technical skills by using sophisticated methodologies, when simpler approaches would be more appropriate and impactful. The Washington State Institute for Public Policy provides an excellent example of clear, straightforward policy analysis that remains rigorous.

To avoid overcomplication:

  • Start with the simplest analysis that answers the core question
  • Consider what decision-makers actually need to know
  • Use technical approaches only when they add genuine value
  • Test your analysis with a “so what” question—what action or decision does this inform?
  • Follow the Plain Language Guidelines used by many government agencies

Drawing Conclusions Beyond the Evidence

The pressure to provide clear recommendations can lead analysts to draw stronger conclusions than the evidence supports. The Campbell Collaboration and Cochrane Reviews provide excellent examples of evidence synthesis that appropriately qualifies conclusions based on the strength of available evidence.

Practical approaches include:

  • Explicitly stating assumptions and limitations
  • Using qualifying language appropriately (“suggests” rather than “proves”)
  • Presenting ranges or scenarios when exact predictions aren’t possible
  • Being transparent about data gaps and their implications
  • Distinguishing between evidence-based findings and value judgments
  • Using frameworks like the SUPPORT Tools for evidence-informed policymaking

Missing Key Stakeholder Perspectives

Policy analysis that fails to consider diverse perspectives often leads to implementation problems or unintended consequences. Organizations like IAP2 (International Association for Public Participation) have developed comprehensive frameworks for stakeholder engagement, while the World Bank’s Stakeholder Analysis guidance provides practical tools.

To ensure comprehensive stakeholder consideration:

Real-World Example: Learning from Implementation Challenges

The UK’s Universal Credit program provides an instructive case study in policy implementation challenges. The National Audit Office’s evaluation highlighted how early analysis failed to adequately consider the practical realities faced by benefit recipients, particularly around the five-week wait for initial payments. This led to significant hardship and required subsequent policy adjustments.

Similarly, New Zealand’s Ministry of Education learned valuable lessons from its digital learning initiatives, which initially encountered significant barriers in rural areas with limited connectivity. The subsequent New Zealand Digital Equity Gap Analysis now explicitly examines access issues across different communities.

Professional Challenges

Beyond technical aspects, new policy analysts face common professional and psychological challenges that can impact their effectiveness and satisfaction. The Australia and New Zealand School of Government (ANZSOG) and Civil Service Learning provide resources specifically addressing these challenges.

Imposter Syndrome

Many new analysts experience persistent feelings of inadequacy despite objective evidence of their competence. This “imposter syndrome” is particularly common in policy roles, which often involve high-stakes decisions and interaction with senior officials. Research from the American Psychological Association has found that up to 82% of professionals experience these feelings at some point.

Strategies for managing imposter syndrome include:

  • Recognizing it as a common experience, not a personal failing
  • Documenting positive feedback and accomplishments
  • Finding a trusted mentor who can provide perspective
  • Focusing on contribution rather than perfection
  • Developing a growth mindset as described by psychologist Carol Dweck
  • Participating in professional development programs like those offered by the Institute of Public Administration Australia (IPAA)

Dealing with Policy Rejection or Changes

Policy recommendations are frequently modified, delayed, or rejected for reasons beyond your control. The Institute for Government’s report on Evidence in Policymaking documents how political, financial, and timing factors can override even the strongest evidence-based proposals.

Approaches for handling policy rejection productively include:

  • Separating professional from personal identity
  • Understanding the broader context of decision-making
  • Extracting lessons for future proposals
  • Maintaining a portfolio of policy work rather than investing too heavily in any single initiative
  • Building resilience through networks like those facilitated by the Young Policy Professionals Network (Australia) or the Policy Professionals Network (UK)

Managing Competing Priorities

Policy roles typically involve multiple simultaneous projects with shifting deadlines and urgency. Research by the Harvard Business Review and tools from project management methodologies can help navigate these challenges.

Effective approaches include:

  • Regular communication with managers about workload and priorities
  • Developing systems for tracking multiple projects (such as Kanban boards or project management software)
  • Negotiating deadlines and deliverables proactively
  • Creating time blocks for focused work on high-priority items
  • Learning to delegate and collaborate effectively
  • Setting clear boundaries to prevent burnout

Career Development Strategies

Building Your Professional Network

A strong professional network is invaluable for policy analysts, providing information, collaboration opportunities, and career advancement. Organizations like the Network of Schools of Public Policy, Affairs, and Administration (NASPAA) emphasize the importance of networks in both policy effectiveness and career development.

Professional Associations Worth Joining

Several professional organizations offer valuable resources, events, and networking opportunities for policy analysts:

These organizations typically offer discounted membership for early-career professionals and students. Many run conferences, webinars, and professional development events that provide networking opportunities and skills development.

Mentorship Opportunities

Formal and informal mentorship relationships can significantly accelerate your professional development. Programs like the Young Policy Professionals Network in Australia and the Women in Public Affairs Network offer structured mentoring. Government departments often have internal mentoring programs as well, such as those run by the UK Civil Service.

Effective mentoring relationships provide:

  • Career guidance and perspective
  • Technical and professional skill development
  • Expanded networks
  • Safe spaces to discuss challenges
  • Insights into organizational culture and dynamics

Cross-Sector Networking

While connections within your specific field are important, cross-sector relationships can provide valuable perspective and innovation opportunities. Organizations that facilitate cross-sector networking include:

Digital Networking for Policy Professionals

Online platforms have become increasingly important for policy networking:

  • LinkedIn Groups focused on policy areas or public administration
  • Twitter communities using policy-related hashtags
  • Professional Slack channels and online forums
  • Webinars and virtual events from organizations like the Brookings Institution or Policy Network
  • Platforms like Apolitical specifically designed for public servants

Professional Development Planning

Intentional skill development is crucial for career advancement in policy roles. Organizations like the Australia and New Zealand School of Government (ANZSOG) and the Canada School of Public Service offer structured approaches to professional development planning.

Key Skills to Develop in Your First Two Years

Research by the International Public Management Association for Human Resources (IPMA-HR) and the Public Service Commission of Canada identifies several competencies that significantly impact early career progression:

  1. Analytical and Research Skills
  1. Communication and Influence
  1. Digital and Data Literacy
  1. Project Management
  1. Political Acumen

Educational Opportunities to Consider

Policy analysts should consider various educational pathways depending on career goals:

Creating a Personalized Development Plan

The Office of Personnel Management (US) and Civil Service Learning (UK) both recommend structured approaches to development planning:

  1. Self-assessment: Evaluate your current skills against those required for your target roles. Tools like the Canadian Public Service Competency Framework can provide structure.
  2. Goal setting: Establish specific, measurable goals with timeframes, such as “Complete a certification in data analysis within 12 months” or “Lead a policy brief development by Q3.”
  3. Learning activities: Identify a mix of formal education, on-the-job experiences, mentoring, and self-directed learning.
  4. Reflection and adjustment: Regularly review progress and adjust goals based on changing interests or opportunities.

Conclusion

Your first year as a policy analyst lays the foundation for a career that can be both intellectually stimulating and socially impactful. By understanding the unique aspects of policy environments, developing essential skills, navigating organizational dynamics, avoiding common pitfalls, and planning your professional development, you’ll be well-positioned for success.

As the OECD’s recent report on skills for a high-performing civil service notes, policy work is becoming more complex, collaborative, and data-driven. The analysts who thrive will be those who combine analytical rigor with practical implementation knowledge, communication skills, and political awareness.

Remember that policy analysis is both an art and a science. While methodological approaches provide structure, judgment and experience play equally important roles in navigating complex policy challenges. Each policy project, whether successful or challenging, builds your professional capacity and judgment.

Most importantly, maintain perspective on why this work matters. Whether developing environmental regulations, social service programs, economic policies, or infrastructure plans, your analysis helps shape decisions that affect real people’s lives. That responsibility and opportunity make the challenges of policy work worthwhile.

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