Next Policy Entrepreneur Masterclass — Saturday 27th June 2026, 9am-2pm GMT online. Secure your seat →

Resources

Resources at Policy Entrepreneur Academy

Explore practical policy guides, core public policy concepts, and frameworks for designing, influencing, and implementing public policy.

Catalogue

Catalogue

Policy guides

Practical articles and templates for policy design, advocacy strategy, communication, implementation, and evaluation.

Policy concepts

A structured reference guide to one hundred core ideas in public policy, with concise definitions and academic references.

Policy frameworks

Analytical models and field-tested frameworks for diagnosing policy problems, mapping actors, and moving reforms forward.

Policy concepts

One Hundred Core Concepts in Public Policy

A structured resource for policy entrepreneurs, civil servants, policy advisors, NGO leaders, and change-makers. Each concept includes a concise definition and key academic references, adapted from the attached source document.

Policy process and foundational logics Political economy, governance and actors Multilevel politics, implementation and legitimacy Policy design, evidence and evaluation Public management, ethics and contemporary domains

Section 1

Policy process and foundational logics

1.1

Public policy

Public policy is the authoritative pattern of governmental decisions, rules, spending and non-decisions directed at public problems. Classic definitions stress that what governments decline to do can be as consequential as what they do.

Key academic references
  • Lasswell, H. D. (1951). The policy orientation. In The Policy Sciences. Stanford University Press.
  • Dye, T. R. (1972). Understanding Public Policy. Prentice Hall.
  • Birkland, T. A. (2020). An Introduction to the Policy Process. Routledge.
1.2

Policy cycle

The policy cycle is a heuristic that divides policy into recurring stages such as agenda setting, formulation, adoption, implementation and evaluation. It is useful for organising inquiry and professional work, but it should not be mistaken for a literal description of all policy processes.

Key academic references
  • Lasswell, H. D. (1956). The Decision Process. University of Maryland Press.
  • Jann, W., & Wegrich, K. (2007). Theories of the policy cycle. In Handbook of Public Policy Analysis. CRC Press.
  • Howlett, M., Ramesh, M., & Perl, A. (2020). Studying Public Policy. Oxford University Press.
1.3

Agenda setting and focusing events

Agenda setting studies how some issues gain official attention while others remain latent. Focusing events are sudden, harmful and usually rare occurrences that accelerate attention, mobilisation and venue change.

Key academic references
  • Cobb, R. W., & Elder, C. D. (1972). Participation in American Politics. Johns Hopkins University Press.
  • Birkland, T. A. (1998). Focusing events, mobilisation, and agenda setting. Journal of Public Policy.
  • Baumgartner, F. R., & Jones, B. D. (1993). Agendas and Instability in American Politics. University of Chicago Press.
1.4

Policy windows and multiple streams

Policy windows are brief opportunities for action when problem, policy and politics streams couple. In the multiple streams framework, entrepreneurs exploit these openings to move proposals onto the decision agenda.

Key academic references
  • Kingdon, J. W. (2011). Agendas, Alternatives, and Public Policies. Longman.
  • Zahariadis, N. (2007). The multiple streams framework. In Theories of the Policy Process. Westview Press.
  • Herweg, N., Huß, C., & Zohlnhöfer, R. (2015). Straightening the three streams. European Journal of Political Research.
1.5

Punctuated equilibrium theory

Punctuated equilibrium argues that policy change is usually incremental because institutions filter attention, but occasionally large punctuations occur when issues are redefined or decision venues shift. It is especially useful for explaining long stretches of stability interrupted by abrupt change.

Key academic references
  • Baumgartner, F. R., & Jones, B. D. (1993). Agendas and Instability in American Politics. University of Chicago Press.
  • Jones, B. D., & Baumgartner, F. R. (2005). The Politics of Attention. University of Chicago Press.
  • True, J. L., Jones, B. D., & Baumgartner, F. R. (2007). Punctuated-equilibrium theory. In Theories of the Policy Process. Westview Press.
1.6

Advocacy coalition framework

The advocacy coalition framework views policy subsystems as populated by coalitions of actors who share deep beliefs and compete over policy over long periods. Change commonly arises through learning, shocks, negotiated agreement or shifts in governing coalitions.

Key academic references
  • Sabatier, P. A., & Jenkins-Smith, H. C. (1993). Policy Change and Learning. Westview Press.
  • Sabatier, P. A., & Weible, C. M. (2007). The advocacy coalition framework. In Theories of the Policy Process. Westview Press.
  • Jenkins-Smith, H. C., et al. (2014). The advocacy coalition framework. In Theories of the Policy Process. Westview Press.
1.7

Policy paradigms

Policy paradigms are overarching cognitive frameworks that define legitimate goals, causal assumptions and appropriate instruments within a sector. Paradigm change is deeper than routine adjustment because it alters the terms of policy debate itself.

Key academic references
  • Hall, P. A. (1993). Policy paradigms, social learning, and the state. Comparative Politics.
  • Campbell, J. L. (2002). Ideas, politics, and public policy. Annual Review of Sociology.
  • Blyth, M. (2002). Great Transformations. Cambridge University Press.
1.8

Policy learning

Policy learning denotes durable updates in beliefs, strategies or instrument choices prompted by experience, evaluation or comparison. It may be instrumental, social or political in character.

Key academic references
  • Heclo, H. (1974). Modern Social Politics in Britain and Sweden. Yale University Press.
  • Bennett, C. J., & Howlett, M. (1992). The lessons of learning. Policy Sciences.
  • Dunlop, C. A., & Radaelli, C. M. (2013). Systematising policy learning. Political Studies.
1.9

Policy entrepreneurship

Policy entrepreneurs invest time, reputation or resources to couple problems, solutions and politics. They matter most when ambiguity is high and opportunities are fleeting.

Key academic references
  • Kingdon, J. W. (2011). Agendas, Alternatives, and Public Policies. Longman.
  • Mintrom, M. (1997). Policy entrepreneurs and the diffusion of innovation. American Journal of Political Science.
  • Mintrom, M., & Norman, P. (2009). Policy entrepreneurship and policy change. Policy Studies Journal.
1.10

Framing

Framing highlights some aspects of reality while downplaying others, thereby shaping how problems, causes and remedies are understood. Frame conflicts are often central to seemingly intractable policy disputes.

Key academic references
  • Entman, R. M. (1993). Framing. Journal of Communication.
  • Schön, D. A., & Rein, M. (1994). Frame Reflection. Basic Books.
  • Stone, D. A. (1989). Causal stories and the formation of policy agendas. Political Science Quarterly.
1.11

Narrative policy framework

The narrative policy framework studies how policy stories use setting, characters, plot and morals to structure persuasion and coalition-building. It sharpens framing analysis by specifying narrative elements that can be compared empirically.

Key academic references
  • Jones, M. D., & McBeth, M. K. (2010). A narrative policy framework. Policy Studies Journal.
  • Shanahan, E. A., Jones, M. D., & McBeth, M. K. (2011). Policy narratives and policy processes. Policy Studies Journal.
  • Crow, D. A., & Jones, M. D. (2018). Narratives as tools for change. Policy & Politics.
1.12

Bounded rationality

Policymakers do not optimise with full information; they satisfice under limits of attention, cognition and time. The concept underpins much modern work on agenda setting, organisational decision and incremental change.

Key academic references
  • Simon, H. A. (1947). Administrative Behavior. Macmillan.
  • Simon, H. A. (1955). A behavioral model of rational choice. Quarterly Journal of Economics.
  • Jones, B. D. (2001). Politics and the Architecture of Choice. University of Chicago Press.
1.13

Heuristics and biases

Under uncertainty, decision-makers rely on mental shortcuts that can be efficient but also generate systematic errors such as availability, representativeness and anchoring. For policy analysts, the concept explains why judgment often diverges from formal rationality.

Key academic references
  • Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty. Science.
  • Kahneman, D. (2011). Thinking, Fast and Slow. Allen Lane.
  • Gigerenzer, G., & Gaissmaier, W. (2011). Heuristic decision making. Annual Review of Psychology.
1.14

Behavioural public policy

Behavioural public policy applies empirically grounded insights about choice architecture, cognition, norms and motivation to public problems. It is broader than nudge because it also includes boosts, incentives, communication and institutional design.

Key academic references
  • Shafir, E. (Ed.) (2013). The Behavioral Foundations of Public Policy. Princeton University Press.
  • Oliver, A. (2017). The Origins of Behavioural Public Policy. Cambridge University Press.
1.15

Nudge

A nudge steers choices predictably without forbidding options or materially changing incentives. It is a specific choice-architecture tool, not a synonym for behavioural policy as a whole.

Key academic references
  • Thaler, R. H., & Sunstein, C. R. (2008). Nudge. Yale University Press.
  • Sunstein, C. R. (2014). Why Nudge? Yale University Press.
  • John, P. (2018). How Far to Nudge? Edward Elgar.
1.16

Historical institutionalism

Historical institutionalism explains outcomes through temporally sequenced interactions among institutions, power and critical junctures. It emphasises how early choices structure later possibilities.

Key academic references
  • Thelen, K., & Steinmo, S. (1992). Historical institutionalism in comparative politics. In Structuring Politics. Cambridge University Press.
  • Pierson, P., & Skocpol, T. (2002). Historical institutionalism in contemporary political science. In Political Science: The State of the Discipline. Norton.
  • Hall, P. A., & Taylor, R. C. R. (1996). Political science and the three new institutionalisms. Political Studies.
1.17

Rational choice institutionalism

Rational choice institutionalism treats institutions as incentive structures that shape strategic behaviour under interdependence. It is strongest where delegation, contracts, veto points and collective-action problems are central.

Key academic references
  • Shepsle, K. A. (1989). Studying institutions. Journal of Theoretical Politics.
  • Hall, P. A., & Taylor, R. C. R. (1996). Political science and the three new institutionalisms. Political Studies.
1.18

Sociological institutionalism

Sociological institutionalism emphasises norms, scripts, identities and cultural legitimacy rather than only incentives. Policies persist not just because they are efficient, but because they become taken-for-granted and symbolically appropriate.

Key academic references
  • Meyer, J. W., & Rowan, B. (1977). Institutionalized organizations. American Journal of Sociology.
  • DiMaggio, P. J., & Powell, W. W. (1983). The iron cage revisited. American Sociological Review.
  • Hall, P. A., & Taylor, R. C. R. (1996). Political science and the three new institutionalisms. Political Studies.
1.19

Path dependence

Path dependence means that early institutional or policy choices generate increasing returns, feedbacks and switching costs that make reversal difficult. It helps explain stickiness even when better alternatives later become available.

Key academic references
  • Arthur, W. B. (1989). Competing technologies, increasing returns, and lock-in by historical events. Economic Journal.
  • Pierson, P. (2000). Increasing returns, path dependence, and the study of politics. American Political Science Review.
  • Mahoney, J. (2000). Path dependence in historical sociology. Theory and Society.
1.20

Public goods

Public goods are non-rival and non-excludable, so markets tend to underprovide them because beneficiaries cannot easily be excluded from consumption. The concept is foundational for understanding why collective provision and taxation exist.

Key academic references
  • Samuelson, P. A. (1954). The pure theory of public expenditure. Review of Economics and Statistics.
  • Samuelson, P. A. (1955). Diagrammatic exposition of a theory of public expenditure. Review of Economics and Statistics.
  • Musgrave, R. A. (1959). The Theory of Public Finance. McGraw-Hill.

Section 2

Political economy, governance and actors

2.1

Externalities

Externalities are costs or benefits imposed on third parties outside market transactions. They justify taxes, subsidies, regulation and property-rights solutions.

Key academic references
  • Pigou, A. C. (1920). The Economics of Welfare. Macmillan.
  • Coase, R. H. (1960). The problem of social cost. Journal of Law and Economics.
  • Baumol, W. J., & Oates, W. E. (1988). The Theory of Environmental Policy. Cambridge University Press.
2.2

Collective action

Collective action problems arise when individually rational choices undermine jointly desired outcomes. Free-riding, coordination failures and trust deficits are classic mechanisms.

Key academic references
  • Olson, M. (1965). The Logic of Collective Action. Harvard University Press.
  • Hardin, R. (1982). Collective Action. Johns Hopkins University Press.
  • Ostrom, E. (1990). Governing the Commons. Cambridge University Press.
2.3

Common-pool resources

Common-pool resources are rival but difficult to exclude users from, such as fisheries, forests or groundwater. They differ from public goods because overuse, not underconsumption, is the central problem.

Key academic references
  • Ostrom, E. (1990). Governing the Commons. Cambridge University Press.
  • Ostrom, E., Gardner, R., & Walker, J. (1994). Rules, Games, and Common-Pool Resources. University of Michigan Press.
  • Ostrom, E. (2009). A general framework for analysing sustainability of social-ecological systems. Science.
2.4

Ostrom’s design principles

These are institutional features recurrent in long-enduring self-governing commons, including clear boundaries, monitoring, graduated sanctions and conflict-resolution mechanisms. They are not a universal recipe, but a diagnostic starting point.

Key academic references
  • Ostrom, E. (1990). Governing the Commons. Cambridge University Press.
  • Cox, M., Arnold, G., & Villamayor-Tomás, S. (2010). A review of design principles for community-based natural resource management. Ecology and Society.
  • Poteete, A. R., Janssen, M. A., & Ostrom, E. (2010). Working Together. Princeton University Press.
2.5

Principal–agent theory

Principal–agent theory analyses delegation under asymmetric information and divergent preferences. In policy, it illuminates problems of control between voters and politicians, ministers and bureaucrats, or governments and contractors.

Key academic references
  • Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm. Journal of Financial Economics.
  • Moe, T. M. (1984). The new economics of organization. American Journal of Political Science.
  • Lupia, A., & McCubbins, M. D. (2000). Representation or abdication? In Elements of Reason. Cambridge University Press.
2.6

Transaction cost theory

Institutions and contracts are shaped by the costs of searching, bargaining, monitoring and enforcing agreements. Policy analysts use transaction-cost logic to compare direct provision, markets, contracting and hybrid arrangements.

Key academic references
  • Coase, R. H. (1937). The nature of the firm. Economica.
  • Williamson, O. E. (1981). The economics of organization. American Journal of Sociology.
  • Williamson, O. E. (1985). The Economic Institutions of Capitalism. Free Press.
2.7

Public choice

Public choice applies economic reasoning to political behaviour, treating voters, politicians and bureaucrats as strategic actors with incentives of their own. It is a powerful corrective to naïve public-interest models, though often criticised for reductionism.

Key academic references
  • Buchanan, J. M., & Tullock, G. (1962). The Calculus of Consent. University of Michigan Press.
  • Niskanen, W. A. (1971). Bureaucracy and Representative Government. Aldine.
  • Mueller, D. C. (2003). Public Choice III. Cambridge University Press.
2.8

Rent-seeking

Rent-seeking occurs when actors devote resources to securing privileged advantages through policy rather than creating productive value. It typically produces deadweight loss and entrenches insider interests.

Key academic references
  • Tullock, G. (1967). The welfare costs of tariffs, monopolies, and theft. Western Economic Journal.
  • Krueger, A. O. (1974). The political economy of the rent-seeking society. American Economic Review.
  • Tollison, R. D. (1982). Rent seeking. In The Elgar Companion to Public Choice.
2.9

Regulatory capture

Capture occurs when regulators become aligned with the industries or interests they are meant to oversee. Capture can be material, cognitive, social or institutional, not just overtly corrupt.

Key academic references
  • Stigler, G. J. (1971). The theory of economic regulation. Bell Journal of Economics.
  • Peltzman, S. (1976). Toward a more general theory of regulation. Journal of Law and Economics.
  • Carpenter, D., & Moss, D. A. (Eds.) (2014). Preventing Regulatory Capture. Cambridge University Press.
2.10

Governance modes

Governance modes are the basic coordinating logics through which collective action is organised, classically hierarchy, market and network. Most real policy regimes are hybrids rather than pure types.

Key academic references
  • Powell, W. W. (1990). Neither market nor hierarchy. Research in Organizational Behavior.
  • Rhodes, R. A. W. (1997). Understanding Governance. Open University Press.
  • Considine, M., & Lewis, J. (2003). Bureaucracy, network, or enterprise? Public Administration Review.
2.11

Policy networks

Policy networks are relatively stable patterns of exchange among public and private actors involved in a policy domain. They help explain access, influence, resource dependence and the boundaries of policy subsystems.

Key academic references
  • Rhodes, R. A. W. (1990). Policy networks. British Journal of Political Science.
  • Marsh, D., & Rhodes, R. A. W. (Eds.) (1992). Policy Networks in British Government. Clarendon Press.
  • Börzel, T. A. (1998). Organizing Babylon. Public Administration.
2.12

Network governance

Network governance refers to steering through interdependent organisations rather than command alone. It focuses on coordination, trust, brokerage and rules for jointly managing shared problems.

Key academic references
  • Sørensen, E., & Torfing, J. (2007). Theories of Democratic Network Governance. Palgrave Macmillan.
  • Provan, K. G., & Kenis, P. (2008). Modes of network governance. Journal of Public Administration Research and Theory.
  • Klijn, E.-H., & Koppenjan, J. (2016). Governance Networks in the Public Sector. Routledge.
2.13

Collaborative governance

Collaborative governance is a structured process in which public agencies and non-state stakeholders jointly deliberate and act on public issues. Its distinctive features are shared forums, joint decision processes and cross-boundary problem solving.

Key academic references
  • Ansell, C., & Gash, A. (2008). Collaborative governance in theory and practice. Journal of Public Administration Research and Theory.
  • Emerson, K., Nabatchi, T., & Balogh, S. (2012). An integrative framework for collaborative governance. Journal of Public Administration Research and Theory.
  • Agranoff, R., & McGuire, M. (2003). Collaborative Public Management. Georgetown University Press.
2.14

Co-production

Co-production describes the joint creation of public outcomes by service professionals and users or communities. It shifts analysis from government delivering to government enabling and partnering.

Key academic references
  • Ostrom, E. (1996). Crossing the great divide. World Development.
  • Bovaird, T. (2007). Beyond engagement and participation. Public Administration Review.
  • Brandsen, T., & Pestoff, V. (2006). Co-production, the third sector and the delivery of public services. Public Management Review.
2.15

Policy co-creation

Policy co-creation extends participation upstream into problem definition, design and experimentation, not only service delivery. It emphasises iterative problem-solving with citizens, users and front-line actors.

Key academic references
  • Voorberg, W. H., Bekkers, V. J. J. M., & Tummers, L. G. (2015). A systematic review of co-creation and co-production. Public Management Review.
  • Torfing, J., Sørensen, E., & Røiseland, A. (2019). Transforming the public sector into an arena for co-creation. Administration & Society.
2.16

Deliberative democracy and citizen assemblies

Deliberative democracy values reason-giving, inclusion and reflection in collective decision-making; citizen assemblies are one institutional form that operationalises those ideals through sortition and structured deliberation. The assembly is therefore an instrument within a broader democratic theory.

Key academic references
  • Habermas, J. (1996). Between Facts and Norms. MIT Press.
  • Fishkin, J. S. (2009). When the People Speak. Oxford University Press.
  • Smith, G. (2009). Democratic Innovations. Cambridge University Press.
2.17

Participatory budgeting

Participatory budgeting gives citizens a direct role in debating and allocating parts of public budgets. It is both a democratic innovation and a practical tool for legitimacy, learning and local accountability.

Key academic references
  • Baiocchi, G. (2005). Militants and Citizens. Stanford University Press.
  • Wampler, B. (2007). Participatory Budgeting in Brazil. Penn State University Press.
  • Sintomer, Y., Herzberg, C., & Röcke, A. (2008). Participatory budgeting in Europe. International Journal of Urban and Regional Research.
2.18

Interest groups

Interest groups are organised actors seeking to influence public decisions without themselves seeking public office. The concept is central for analysing pluralism, unequal access and issue representation.

Key academic references
  • Truman, D. B. (1951). The Governmental Process. Knopf.
  • Dahl, R. A. (1961). Who Governs? Yale University Press.
2.19

Lobbying

Lobbying is the strategic provision of information, pressure and political support to decision-makers by organised interests. Modern research treats lobbying less as simple vote-buying than as subsidy, signalling and agenda work.

Key academic references
  • Hall, R. L., & Deardorff, A. V. (2006). Lobbying as legislative subsidy. American Political Science Review.
  • Baumgartner, F. R., Berry, J. M., Hojnacki, M., Leech, B. L., & Kimball, D. C. (2009). Lobbying and Policy Change. University of Chicago Press.
  • Mahoney, C. (2008). Brussels versus the Beltway. Georgetown University Press.
2.20

Media and policy

Media shape policy through agenda setting, framing, amplification and feedback from the public sphere. Their influence is strongest when policymakers are uncertain, audiences are attentive and issues are symbolically salient.

Key academic references
  • Baumgartner, F. R., & Jones, B. D. (1993). Agendas and Instability in American Politics. University of Chicago Press.
  • Walgrave, S., & Van Aelst, P. (2006). The contingency of the mass media’s political agenda-setting power. Journal of Communication.
  • Wolfe, M., Jones, B. D., & Baumgartner, F. R. (2013). A failure to communicate. Political Communication.

Section 3

Multilevel politics, implementation and legitimacy

3.1

Intergovernmental relations

Intergovernmental relations concerns the formal and informal interactions among central, regional and local governments. It matters because implementation, finance and accountability are often split across levels.

Key academic references
  • Wright, D. S. (1988). Understanding Intergovernmental Relations. Brooks/Cole.
  • Agranoff, R. (2001). Managing within the matrix. Publius.
  • Peters, B. G., & Pierre, J. (2001). Developments in intergovernmental relations. In Governance in the Twenty-First Century.
3.2

Decentralisation

Decentralisation redistributes authority, finance or administration away from the centre. It can improve fit, accountability and experimentation, but it can also widen territorial inequality or blur responsibility.

Key academic references
  • Rondinelli, D. A., Nellis, J. R., & Cheema, G. S. (1983). Decentralization in Developing Countries. World Bank.
  • Oates, W. E. (1972). Fiscal Federalism. Harcourt Brace Jovanovich.
  • Faguet, J.-P. (2014). Decentralization and governance. World Development.
3.3

Fiscal federalism

Fiscal federalism studies the assignment of taxing, spending and borrowing powers across levels of government. It asks which functions are best centralised, decentralised or shared.

Key academic references
  • Musgrave, R. A. (1959). The Theory of Public Finance. McGraw-Hill.
  • Oates, W. E. (1972). Fiscal Federalism. Harcourt Brace Jovanovich.
  • Weingast, B. R. (1995). The economic role of political institutions. Journal of Law, Economics, and Organization.
3.4

Policy diffusion

Policy diffusion occurs when choices in one jurisdiction alter the probability of adoption elsewhere through learning, imitation, competition, coercion or emulation. The key idea is interdependence among adopters.

Key academic references
  • Berry, F. S., & Berry, W. D. (1990). State lottery adoptions as policy innovations. American Political Science Review.
  • Dobbin, F., Simmons, B., & Garrett, G. (2007). The global diffusion of public policies. Annual Review of Sociology.
  • Shipan, C. R., & Volden, C. (2008). The mechanisms of policy diffusion. American Journal of Political Science.
3.5

Policy transfer

Policy transfer is the more purposive process of borrowing ideas, institutions or instruments from another place or time. Unlike diffusion, transfer foregrounds agency, lesson-drawing and adaptation.

Key academic references
  • Rose, R. (1991). What is lesson-drawing? Journal of Public Policy.
  • Dolowitz, D. P., & Marsh, D. (2000). Learning from abroad. Governance.
  • Benson, D., & Jordan, A. (2011). What have we learned from policy transfer research? Political Studies Review.
3.6

Street-level bureaucracy and discretion

Street-level bureaucracy refers to front-line officials whose discretionary decisions effectively make policy in practice. Discretion is not a residual detail; it is a core mechanism through which formal rules are interpreted under pressure.

Key academic references
  • Lipsky, M. (1980). Street-Level Bureaucracy. Russell Sage Foundation.
  • Maynard-Moody, S., & Musheno, M. (2003). Cops, Teachers, Counselors. University of Michigan Press.
  • Hupe, P., & Hill, M. (2007). Street-level bureaucracy and public accountability. Public Administration.
3.7

Implementation gap

The implementation gap is the difference between policy as designed and policy as delivered or experienced. It can stem from ambiguous goals, weak coordination, insufficient resources, resistance or local adaptation.

Key academic references
  • Pressman, J. L., & Wildavsky, A. (1973). Implementation. University of California Press.
  • Barrett, S., & Fudge, C. (Eds.) (1981). Policy and Action. Methuen.
  • Hill, M., & Hupe, P. (2002). Implementing Public Policy. SAGE.
3.8

Policy capacity

Policy capacity is the set of analytical, operational and political competences that enable governments to formulate, implement and adapt policy effectively. It exists at individual, organisational and systemic levels.

Key academic references
  • Painter, M., & Pierre, J. (2005). Unpacking policy capacity. In Challenges to State Policy Capacity. Palgrave Macmillan.
  • Wu, X., Ramesh, M., & Howlett, M. (2015). Policy capacity. Policy and Society.
  • Howlett, M., & Ramesh, M. (2016). Achilles’ heels of governance. Policy and Society.
3.9

Policy advisory systems

Policy advisory systems are the institutional arrangements through which governments obtain and filter advice from civil servants, academics, think tanks, consultants and other experts. They shape what evidence is heard and how it is translated into actionable recommendations.

Key academic references
  • Halligan, J. (1995). Policy advice and the public sector. In Governance in a Changing Environment. McGill-Queen’s University Press.
  • Craft, J., & Howlett, M. (2013). The dual dynamics of policy advisory systems. Policy and Society.
  • Stone, D. (2007). Recycling bins, garbage cans or think tanks? Public Administration.
3.10

Legitimacy

Legitimacy is the belief that authority is appropriate and ought to be complied with. In policy, legitimacy may derive from procedure, performance, legality, fairness or shared norms.

Key academic references
  • Beetham, D. (1991). The Legitimation of Power. Macmillan.
  • Suchman, M. C. (1995). Managing legitimacy. Academy of Management Review.
  • Schmidt, V. A. (2013). Democracy and legitimacy in the European Union revisited. Political Studies.
3.11

Accountability

Accountability is the obligation to explain and justify conduct to a forum that can question and sanction. Public policy experts distinguish political, administrative, legal, professional and social forms of accountability.

Key academic references
  • Mulgan, R. (2000). Accountability. Public Administration.
  • Bovens, M. (2007). Analysing and assessing accountability. European Law Journal.
3.12

Transparency

Transparency is the availability and usability of information about decisions, processes and performance. It can support accountability and trust, but only when information is timely, intelligible and institutionally actionable.

Key academic references
  • Hood, C. (2006). Transparency in historical perspective. In Transparency: The Key to Better Governance? Oxford University Press.
  • Grimmelikhuijsen, S. G., & Welch, E. W. (2012). Developing and testing a theoretical framework for computer-mediated transparency. Public Administration Review.
  • Meijer, A. (2013). Understanding the complex dynamics of transparency. Public Administration Review.
3.13

Corruption

Corruption is the misuse of public office or entrusted power for private gain. It degrades capability, distorts allocation, undermines legitimacy and changes how rules are actually used.

Key academic references
  • Klitgaard, R. (1988). Controlling Corruption. University of California Press.
  • Rose-Ackerman, S. (1999). Corruption and Government. Cambridge University Press.
  • Johnston, M. (2005). Syndromes of Corruption. Cambridge University Press.
3.14

Public value

Public value focuses on what is collectively valuable to the public, not only efficiency or preference satisfaction. It asks managers and policymakers to align authorising support, operational capacity and socially valued outcomes.

Key academic references
  • Moore, M. H. (1995). Creating Public Value. Harvard University Press.
  • Bozeman, B. (2007). Public Values and Public Interest. Georgetown University Press.
  • Benington, J., & Moore, M. H. (Eds.) (2011). Public Value. Palgrave Macmillan.
3.15

Social equity

Social equity concerns fair access, fair treatment and fair outcomes across social groups, especially for historically disadvantaged populations. It pushes policy analysis beyond average efficiency to distributional and procedural justice.

Key academic references
  • Frederickson, H. G. (1990). Public administration and social equity. Public Administration Review.
  • Gooden, S. T. (2014). Race and Social Equity. Routledge.
  • Svara, J. H., & Brunet, J. R. (2005). Social equity is a pillar of public administration. Journal of Public Affairs Education.
3.16

Distributive justice

Distributive justice asks how benefits and burdens ought to be allocated across persons and groups. In policy, it structures debates on taxation, welfare, climate burdens and service prioritisation.

Key academic references
  • Rawls, J. (1971). A Theory of Justice. Harvard University Press.
  • Miller, D. (1999). Principles of Social Justice. Harvard University Press.
  • Sen, A. (2009). The Idea of Justice. Allen Lane.
3.17

Ethics in policy

Ethics in policy addresses the moral standards that should govern public decisions, roles and administrative conduct. It covers conflicts of interest, responsibility, due process, impartiality and the ethics of consequences.

Key academic references
  • Thompson, D. F. (1985). The possibility of administrative ethics. Public Administration Review.
  • Rohr, J. A. (1989). Ethics for Bureaucrats. Marcel Dekker.
  • Cooper, T. L. (2012). The Responsible Administrator. Jossey-Bass.
3.18

Human rights-based approach

A human rights-based approach treats policies and programmes as instruments for realising rights, clarifying state obligations and rights-holders’ claims. It directs attention to participation, non-discrimination, accountability and remedy.

Key academic references
  • United Nations (2003). The Human Rights Based Approach to Development Cooperation: Towards a Common Understanding among UN Agencies. UN.
  • Uvin, P. (2007). From the right to development to the rights-based approach. Development in Practice.
3.19

Gender mainstreaming

Gender mainstreaming integrates a gender perspective into preparation, design, implementation, monitoring and evaluation rather than confining gender to a separate silo. It is therefore a process strategy, not a single programme.

Key academic references
  • Council of Europe (1998). Gender Mainstreaming. Council of Europe.
  • True, J., & Mintrom, M. (2001). Transnational networks and policy diffusion: The case of gender mainstreaming. International Studies Quarterly.
  • Rees, T. (2005). Reflections on the uneven development of gender mainstreaming in Europe. International Feminist Journal of Politics.
3.20

Intersectionality

Intersectionality analyses how multiple axes of power and disadvantage, such as gender, race, class, disability or migration status, interact rather than simply add up. For policy, it warns against one-size-fits-all categories.

Key academic references
  • Crenshaw, K. (1989). Demarginalizing the intersection of race and sex. University of Chicago Legal Forum.
  • Crenshaw, K. (1991). Mapping the margins. Stanford Law Review.
  • Hancock, A.-M. (2007). When multiplication doesn’t equal quick addition. Perspectives on Politics.

Section 4

Policy design, evidence and evaluation

This cluster sits closest to day-to-day policy practice. The Green Book defines appraisal as the assessment of costs, benefits and risks across options; the Magenta Book places evaluation across scoping, design, conduct, use and dissemination, and urges analysts to build evaluation into interventions from the earliest stages; and the Cochrane Handbook’s current structure makes explicit why systematic reviews, meta-analyses and non-randomised evidence are distinct but connected methods. [4]

4.1

Policy design

Policy design is the deliberate matching of goals, targets and tools to a problem context. It links substantive choices about what government does with procedural choices about who is involved and how.

Key academic references
  • Linder, S. H., & Peters, B. G. (1989). Instruments of government. Journal of Public Policy.
  • Schneider, A., & Ingram, H. (1997). Policy Design for Democracy. University Press of Kansas.
  • Howlett, M. (2011). Designing Public Policies. Routledge.
4.2

Policy instruments

Policy instruments are the concrete levers through which policy acts, such as regulation, taxation, spending, information or direct provision. Instrument choice matters because tools have different behavioural logics, administrative burdens and political effects.

Key academic references
  • Hood, C. (1983). The Tools of Government. Macmillan.
  • Vedung, E. (1998). Policy instruments. In Carrots, Sticks, and Sermons. Transaction Publishers.
  • Salamon, L. M. (Ed.) (2002). The Tools of Government. Oxford University Press.
4.3

Policy mixes

Policy mixes are portfolios of instruments whose combined effects may be complementary, contradictory or redundant. Analysis therefore looks not only at single tools but also at sequencing, consistency and coherence across tools.

Key academic references
  • Howlett, M., & Rayner, J. (2007). Design principles for policy mixes. Policy and Society.
  • Kern, F., & Howlett, M. (2009). Implementing transition management as policy reforms. Policy Sciences.
  • Rogge, K. S., & Reichardt, K. (2016). Policy mixes for sustainability transitions. Research Policy.
4.4

Regulatory impact assessment

Regulatory impact assessment is a structured ex ante appraisal of likely effects, alternatives and implementation consequences of proposed regulation. At its best it improves problem definition, option comparison and transparency; at its worst it becomes a ritual checklist.

Key academic references
  • Radaelli, C. M. (2005). Diffusion without convergence. Journal of European Public Policy.
  • Adelle, C., Jordan, A., & Turnpenny, J. (2012). Proceeding in parallel or drifting apart? Environment and Planning C.
4.5

Cost–benefit analysis

Cost–benefit analysis monetises major costs and benefits to compare options on a common scale. It is most useful when impacts can be systematically valued, but it is often contested where distribution, rights or non-market values dominate.

Key academic references
  • Boardman, A. E., Greenberg, D. H., Vining, A. R., & Weimer, D. L. (2018). Cost–Benefit Analysis. Cambridge University Press.
  • Mishan, E. J., & Quah, E. (2020). Cost-Benefit Analysis. Routledge.
4.6

Cost-effectiveness analysis

Cost-effectiveness analysis compares the cost of achieving a given unit of outcome when monetising benefits is difficult or undesirable. It is especially important in health, education and environmental policy.

Key academic references
  • Weinstein, M. C., & Stason, W. B. (1977). Foundations of cost-effectiveness analysis. New England Journal of Medicine.
  • Gold, M. R., Siegel, J. E., Russell, L. B., & Weinstein, M. C. (1996). Cost-Effectiveness in Health and Medicine. Oxford University Press.
  • Drummond, M. F., et al. (2015). Methods for the Economic Evaluation of Health Care Programmes. Oxford University Press.
4.7

Stakeholder analysis

Stakeholder analysis identifies who affects, is affected by, or can block a policy, and maps their interests, resources and legitimacy. It is a diagnostic tool for feasibility, participation and implementation risk.

Key academic references
  • Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman.
  • Bryson, J. M. (2004). What to do when stakeholders matter. Public Management Review.
  • Reed, M. S., et al. (2009). Who’s in and why? Journal of Environmental Management.
4.8

Evidence-based policy

Evidence-based policy holds that decisions should be informed by systematically gathered and critically appraised evidence rather than anecdote alone. In practice, experts usually work with evidence-informed policy because evidence competes with values, institutions and politics.

Key academic references
  • Sanderson, I. (2002). Evaluation, policy learning and evidence-based policy making. Public Administration.
  • Nutley, S. M., Walter, I., & Davies, H. T. O. (2007). Using Evidence. Policy Press.
  • Head, B. W. (2008). Three lenses of evidence-based policy. Australian Journal of Public Administration.
4.9

Evidence synthesis

Evidence synthesis integrates findings across multiple studies or data sources to support cumulative judgment. It is the umbrella category under which systematic reviews, meta-analysis and realist synthesis sit.

Key academic references
  • Gough, D., Oliver, S., & Thomas, J. (2017). An Introduction to Systematic Reviews. SAGE.
  • Pawson, R. (2006). Evidence-Based Policy. SAGE.
  • Oliver, K., Lorenc, T., & Innvær, S. (2014). New directions in evidence-based policy research. Health Research Policy and Systems.
4.10

Systematic review

A systematic review uses transparent, replicable procedures to identify, appraise and synthesise relevant studies for a defined question. Its value lies as much in reducing selection bias as in summarising findings.

Key academic references
  • Petticrew, M., & Roberts, H. (2006). Systematic Reviews in the Social Sciences. Blackwell.
  • Higgins, J. P. T., Thomas, J., Chandler, J., et al. (2024). Cochrane Handbook for Systematic Reviews of Interventions. Cochrane.
4.11

Meta-analysis

Meta-analysis statistically pools or compares quantitative study results to estimate overall effects and heterogeneity. It is a technique within, not a synonym for, systematic review.

Key academic references
  • Glass, G. V. (1976). Primary, secondary, and meta-analysis of research. Educational Researcher.
  • Hedges, L. V., & Olkin, I. (1985). Statistical Methods for Meta-Analysis. Academic Press.
  • Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to Meta-Analysis. Wiley.
4.12

Knowledge translation

Knowledge translation concerns the movement of research into policy and practice through brokering, adaptation, communication and implementation support. It recognises that evidence use is an active social process, not simple transmission.

Key academic references
  • Lavis, J. N., Robertson, D., Woodside, J. M., et al. (2003). How can research organizations more effectively transfer research knowledge? Milbank Quarterly.
  • Graham, I. D., Logan, J., Harrison, M. B., et al. (2006). Lost in knowledge translation. Journal of Continuing Education in the Health Professions.
  • Ward, V., House, A., & Hamer, S. (2009). Knowledge brokering. Evidence & Policy.
4.13

Research–policy interface

The research–policy interface is the institutional boundary across which evidence, expertise and political judgment interact. It includes timing, incentives, advisory arrangements and the different logics of academia and government.

Key academic references
  • Weiss, C. H. (1979). The many meanings of research utilization. Public Administration Review.
  • Cairney, P., & Oliver, K. (2017). Evidence-based policymaking is not like evidence-based medicine. Health Research Policy and Systems.
  • Oliver, K., & Cairney, P. (2019). The dos and don’ts of influencing policy. Palgrave Communications.
4.14

Randomised controlled trials

Randomised controlled trials identify causal effects by randomly assigning units to treatment and control conditions. They are powerful for internal validity, but their external validity and ethical fit depend on context.

Key academic references
  • Fisher, R. A. (1935). The Design of Experiments. Oliver & Boyd.
  • Rubin, D. B. (1974). Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology.
  • Duflo, E., Glennerster, R., & Kremer, M. (2007). Using randomization in development economics research. In Handbook of Development Economics. Elsevier.
4.15

Quasi-experimental methods

Quasi-experimental methods infer causal effects without random assignment by exploiting natural experiments, discontinuities, timing differences or matched comparisons. They are indispensable where policy cannot be randomised.

Key academic references
  • Campbell, D. T., & Stanley, J. C. (1963). Experimental and Quasi-Experimental Designs for Research. Houghton Mifflin.
  • Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin.
  • Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics. Princeton University Press.
4.16

Policy modelling

Policy modelling represents dynamic or strategic relationships formally, whether through simulation, system dynamics, microsimulation or agent-based models. It is especially useful for exploring scenarios, feedbacks and trade-offs under uncertainty.

Key academic references
  • Sterman, J. D. (2000). Business Dynamics. Irwin/McGraw-Hill.
  • Gilbert, N., & Troitzsch, K. G. (2005). Simulation for the Social Scientist. Open University Press.
  • Bankes, S. (1993). Exploratory modeling for policy analysis. Operations Research.
4.17

Systems thinking

Systems thinking views policy problems as interconnected wholes characterised by feedback, delay, non-linearity and unintended consequences. It is particularly valuable for “wicked” problems where isolated interventions backfire.

Key academic references
  • Checkland, P. (1981). Systems Thinking, Systems Practice. Wiley.
  • Senge, P. M. (1990). The Fifth Discipline. Doubleday.
  • Meadows, D. H. (2008). Thinking in Systems. Chelsea Green.
4.18

Complexity theory

Complexity theory emphasises emergence, adaptation, non-linearity and limited predictability in social systems. In policy, it warns against assuming simple causality or full central control.

Key academic references
  • Byrne, D. (1998). Complexity Theory and the Social Sciences. Routledge.
  • Cairney, P. (2012). Complexity Theory in Political Science and Public Policy. Political Studies Review monograph.
  • Room, G. (2011). Complexity, Institutions and Public Policy. Edward Elgar.
4.19

Experimental governance

Experimental governance uses decentralised trialling, feedback and revision to govern under uncertainty, often with framework goals and local adaptation. It treats learning and iterative problem-solving as core design principles.

Key academic references
  • Sabel, C. F., & Zeitlin, J. (2008). Learning from difference. European Law Journal.
  • de Búrca, G., Keohane, R. O., & Sabel, C. F. (2014). Global experimentalist governance. British Journal of Political Science.
  • Overdevest, C., & Zeitlin, J. (2014). Assembling an experimentalist regime. Regulation & Governance.
4.20

Monitoring and indicators

Indicators are the metrics used to represent progress or conditions; monitoring is the routine collection and interpretation of those metrics over time. Together they support steering and accountability, but poorly chosen indicators can distort behaviour.

Key academic references
  • Hatry, H. P. (2006). Performance Measurement. Urban Institute Press.
  • OECD & JRC (2008). Handbook on Constructing Composite Indicators. OECD.

Section 5

Public management, ethics and contemporary domains

The final cluster shows why modern public policy expertise cannot stop at technique. WHO’s Health in All Policies framework defines policy coherence for health and improves accountability for health impacts across all levels of policymaking; EIGE defines gender mainstreaming as integration across preparation, design, implementation, monitoring and evaluation; the IPCC synthesis stresses the interdependence of climate, ecosystems, human well-being and sustainable development; and OECD and UNESCO AI frameworks place human rights, transparency, accountability and sustainability at the centre of digital governance. [5]

5.1

Performance management

Performance management uses targets, measures and review routines to steer organisations toward desired outputs and outcomes. It goes beyond measurement by linking information to incentives, learning or corrective action.

Key academic references
  • Behn, R. D. (2003). Why measure performance? Public Administration Review.
  • Bouckaert, G., & Halligan, J. (2008). Managing Performance. Routledge.
  • Moynihan, D. P. (2008). The Dynamics of Performance Management. Georgetown University Press.
5.2

Policy evaluation types

Policy evaluation types answer different questions: ex ante appraisal asks what may happen; process evaluation asks how delivery worked; impact evaluation asks what difference the intervention made; and ex post evaluation appraises longer-term value and lessons. Distinguishing types prevents the common mistake of using one design to answer all questions.

Key academic references
  • Vedung, E. (1997). Public Policy and Program Evaluation. Transaction Publishers.
  • Patton, M. Q. (2008). Utilization-Focused Evaluation. SAGE.
  • Rossi, P. H., Lipsey, M. W., & Henry, G. T. (2019). Evaluation. SAGE.
5.3

Privatisation

Privatisation shifts ownership, financing or provision from the public to the private sector. It should be analysed not as a synonym for efficiency, but as a choice about incentives, control and public risk.

Key academic references
  • Savas, E. S. (1987). Privatization. Chatham House.
  • Vickers, J., & Yarrow, G. (1988). Privatization. MIT Press.
  • Megginson, W. L., & Netter, J. M. (2001). From state to market. Journal of Economic Literature.
5.4

Public–private partnerships

Public–private partnerships are long-term contractual arrangements that bundle risk, finance or management across sectors to deliver infrastructure or services. Their appeal lies in lifecycle integration, but much depends on contract design and state capacity.

Key academic references
  • Grimsey, D., & Lewis, M. K. (2004). Public Private Partnerships. Edward Elgar.
  • Hodge, G. A., & Greve, C. (2007). Public-private partnerships. Public Administration Review.
  • Yescombe, E. R. (2018). Public-Private Partnerships. Elsevier.
5.5

Public procurement

Public procurement is the process through which governments purchase goods, works and services. It is no longer viewed only as back-office administration, but also as a policy instrument for innovation, sustainability and social value.

Key academic references
  • Thai, K. V. (2001). Public procurement re-examined. Journal of Public Procurement.
  • Arrowsmith, S. (2010). The Law of Public and Utilities Procurement. Sweet & Maxwell.
5.6

Public finance and budgeting

Public finance studies how governments raise, allocate and stabilise resources; budgeting translates those choices into annual or medium-term decisions. Budgets are therefore both technical resource plans and political statements of priority.

Key academic references
  • Musgrave, R. A. (1959). The Theory of Public Finance. McGraw-Hill.
  • Wildavsky, A. (1964). The Politics of the Budgetary Process. Little, Brown.
  • Schick, A. (1966). The road to PPB. Public Administration Review.
5.7

Taxation

Taxation is the compulsory raising of public revenue, but analytically it is also about incidence, efficiency, equity and state capacity. Tax design shapes behaviour and distributive outcomes as much as revenue.

Key academic references
  • Mirrlees, J. A. (1971). An exploration in the theory of optimum income taxation. Review of Economic Studies.
  • Atkinson, A. B., & Stiglitz, J. E. (1976). The design of tax structure. Journal of Public Economics.
  • Musgrave, R. A. (1959). The Theory of Public Finance. McGraw-Hill.
5.8

Sustainability

Sustainability means meeting present needs without undermining the capacity of future generations to meet theirs. In policy analysis it requires integrating environmental, social and economic consequences across long time horizons.

Key academic references
  • World Commission on Environment and Development (1987). Our Common Future. Oxford University Press.
  • Meadowcroft, J. (2007). National sustainable development strategies. Public Administration and Development.
  • Ostrom, E. (2009). A general framework for analysing sustainability of social-ecological systems. Science.
5.9

Risk regulation

Risk regulation governs activities that may generate harm under uncertainty, often under conditions of low trust and contested expertise. It requires choices about acceptable risk, burden of proof, precaution and distribution of responsibility.

Key academic references
  • Hood, C., Rothstein, H., & Baldwin, R. (2001). The Government of Risk. Oxford University Press.
  • Renn, O. (2008). Risk Governance. Earthscan.
5.10

Precautionary principle

The precautionary principle holds that lack of full scientific certainty should not by itself justify postponing protective action where serious or irreversible harm is plausible. Its practical difficulty lies in specifying thresholds, evidence standards and proportionality.

Key academic references
  • United Nations (1992). Rio Declaration on Environment and Development. UN.
  • O’Riordan, T., & Cameron, J. (Eds.) (1994). Interpreting the Precautionary Principle. Earthscan.
  • Wiener, J. B. (2007). Precaution. In The Oxford Handbook of Regulation. Oxford University Press.
5.11

Climate policy

Climate policy includes mitigation, adaptation, finance and just-transition measures to manage greenhouse-gas emissions and climate risks. It is a paradigmatic cross-sector field because energy, land use, transport, industry and welfare all intersect within it.

Key academic references
  • Stern, N. (2007). The Economics of Climate Change. Cambridge University Press.
  • IPCC (2023). Climate Change 2023: Synthesis Report. IPCC.
  • Keohane, R. O., & Victor, D. G. (2016). Cooperation and discord in global climate policy. Nature Climate Change.
5.12

Health policy

Health policy concerns the governance of health systems, public health measures and the social determinants of health. It increasingly stresses whole-of-government coordination rather than treating health as a sectoral silo.

Key academic references
  • Walt, G., & Gilson, L. (1994). Reforming the health sector in developing countries. Health Policy and Planning.
  • Buse, K., Mays, N., & Walt, G. (2012). Making Health Policy. Open University Press.
5.13

Education policy

Education policy concerns how states govern curriculum, standards, finance, access, accountability and the organisation of learning. It is especially sensitive to implementation because classroom practice mediates formal reform.

Key academic references
  • Ball, S. J. (1993). What is policy? Discourse.
  • Spillane, J. P., Reiser, B. J., & Reimer, T. (2002). Policy implementation and cognition. Review of Educational Research.
  • Levin, B. (1998). An epidemic of education policy. Comparative Education.
5.14

Welfare state regimes

Welfare state regime theory classifies affluent democracies by characteristic patterns of decommodification, stratification and state-family-market relations. It remains a core comparative lens despite many critiques and refinements.

Key academic references
  • Esping-Andersen, G. (1990). The Three Worlds of Welfare Capitalism. Princeton University Press.
  • Korpi, W., & Palme, J. (1998). The paradox of redistribution. American Sociological Review.
  • Arts, W., & Gelissen, J. (2002). Three worlds of welfare capitalism or more? Journal of European Social Policy.
5.15

Social policy instruments

Social policy instruments include cash transfers, social insurance, tax expenditures, in-kind services, care policies and activation measures. The crucial analytical question is not only generosity, but how instruments allocate risk, stigma and discretion.

Key academic references
  • Titmuss, R. M. (1974). Social Policy. Allen & Unwin.
  • Gilbert, N., & Terrell, P. (2012). Dimensions of Social Welfare Policy. Pearson.
5.16

Digital government and open data

Digital government redesigns state capacity, services and decision processes around digital-by-design principles; open data releases reusable public datasets for transparency, innovation and accountability. The two concepts are related but distinct because a government can digitise internally without being open externally.

Key academic references
  • Dunleavy, P., Margetts, H., Bastow, S., & Tinkler, J. (2006). New public management is dead—long live digital-era governance. Journal of Public Administration Research and Theory.
  • Janssen, M., Charalabidis, Y., & Zuiderwijk, A. (2012). Benefits, adoption barriers and myths of open data and open government. Information Systems Management.
  • Mergel, I., Edelmann, N., & Haug, N. (2019). Defining digital transformation. Government Information Quarterly.
5.17

AI governance

AI governance concerns the rules, institutions and oversight mechanisms for developing, procuring and using AI systems responsibly. Public-policy experts now treat issues such as accountability, transparency, fairness, privacy, safety and human rights as central design constraints, not afterthoughts.

Key academic references
  • Floridi, L., et al. (2018). AI4People. Minds and Machines.
  • Jobin, A., Ienca, M., & Vayena, E. (2019). The global landscape of AI ethics guidelines. Nature Machine Intelligence.
  • UNESCO (2021). Recommendation on the Ethics of Artificial Intelligence. UNESCO.
5.18

Migration policy

Migration policy governs entry, residence, asylum, integration and citizenship, while also managing labour demand, security and rights commitments. It is a classically mixed-motive field in which economic, humanitarian and sovereignty logics collide.

Key academic references
  • Ruhs, M. (2013). The Price of Rights. Princeton University Press.
  • Castles, S., de Haas, H., & Miller, M. J. (2014). The Age of Migration. Palgrave Macmillan.
  • Boswell, C., & Geddes, A. (2011). Migration and Mobility in the European Union. Palgrave Macmillan.
5.19

Security policy

Security policy concerns how states define, prioritise and manage threats to people, institutions and territory. Modern analysis distinguishes traditional defence concerns from broader economic, societal, environmental and human-security logics.

Key academic references
  • Baldwin, D. A. (1997). The concept of security. Review of International Studies.
  • Buzan, B., Wæver, O., & de Wilde, J. (1998). Security. Lynne Rienner.
  • Williams, P. D. (Ed.) (2008). Security Studies. Routledge.
5.20

Crisis management and resilience

Crisis management covers prevention, preparedness, response and recovery for acute disruptions; resilience denotes the capacity of systems to absorb shocks, adapt and continue functioning. They are complementary but not identical, because resilience also concerns learning and redesign between crises.

Key academic references
  • Wildavsky, A. (1988). Searching for Safety. Transaction Publishers.
  • Boin, A., ’t Hart, P., Stern, E., & Sundelius, B. (2017). The Politics of Crisis Management. Cambridge University Press.
  • Comfort, L. K., Boin, A., & Demchak, C. C. (Eds.) (2010). Designing Resilience. University of Pittsburgh Press.

Policy frameworks

Policy frameworks

Practical visual frameworks for moving from broad public problems to sharper diagnosis, clearer definition, and more useful policy action.

How to diagnose a policy problem

Use this framework to examine symptoms, causes, affected groups, evidence, incentives, institutional constraints, and implementation barriers before proposing a solution.

Policy problem diagnosis framework diagram

How to define a policy problem

Use this framework to turn diagnosis into a clear problem definition, including boundaries, stakeholders, causal claims, policy stakes, and the change you want to make possible.

Policy problem definition framework diagram