Issue No. 4 ·
Policy Practice in the Wild
Current policy media, evidence, and questions for practitioners
Policy Practice in the Wild connects current policy media with research and questions for applied policy analysis. Selections are chosen for analytical value, not endorsement. Each entry identifies a tension raised in the source, notes the speaker’s institutional position, and pairs the media piece with research or an authoritative source.
Use the issue to ask: What claim is being made? What evidence supports it? Which outcomes define success? Whose perspective is missing? What additional evidence would change the decision?
Policy rarely works exactly as it appears on paper. This week’s selections ask what happens when we look beneath the headline outcome: Are we measuring what we think we are measuring? What happens as policy moves through layers of implementation? What should practitioners do when evidence is incomplete, resources are constrained, stakeholders disagree, or institutions themselves need to change?
Deep Dive: When the Data Don’t Tell the Whole Story
WonkCast #43: Is Kinship Care Prevention, or an Intervention?
Child Welfare Wonk · Zach Laris and Ali Caliendo
Podcast + transcript
Zach Laris talks with Ali Caliendo about a deceptively simple question: Where did the children go? Foster-care entries have declined by nearly one-fifth over five years. But does that mean fewer children are being separated from their parents, or are some children moving into kinship arrangements outside the categories our systems typically track?
Tension
An administrative outcome can improve without necessarily establishing that the underlying social outcome improved.
Why it matters for DPP students
This is a problem-definition and measurement case. Before explaining why an outcome changed, analysts need to establish that the measure actually captures the phenomenon they think it does.
Go Deeper: Following the Hidden Foster Care Debate
The podcast is even more useful when paired with three pieces showing how this policy problem has developed over time.
2020 | Josh Gupta-Kagan, “America’s Hidden Foster Care System” — Stanford Law Review
Gupta-Kagan names and analyzes a largely invisible system in which child welfare agencies facilitate changes in children’s physical custody without formal foster-care proceedings. He focuses particularly on due process, court oversight, reunification obligations, caregiver support, safety, data and financial incentives.
The article pushes the issue from identification toward classification and measurement. It argues that the field needs a standardized framework for distinguishing different forms of nonparental family formation based partly on the child welfare system’s role. It also challenges the assumption that reducing foster-care entries necessarily means preventing parent-child separation.
2024 | “New Insights on State Kinship Diversion Policies” — Annie E. Casey Foundation / Child Trends
A survey of state child-welfare administrators moves the discussion into policy and implementation. It documents wide variation in how states define, create, oversee and track diversion arrangements and finds substantial gaps in data and caregiver supports.
Taken together, students can watch a policy problem evolve: identify the phenomenon → refine the concepts → gather state policy evidence → return to contemporary outcome data and ask whether we are interpreting it correctly.
Policy practitioner question
What additional evidence would you need before concluding that declining foster-care entries mean fewer children are being separated from their parents?
What Are We Actually Evaluating?
What Do Free Tuition Policies Do?
Brookings
Research explainer
“Free tuition” sounds like a financial intervention. But many eligible students would already receive enough traditional aid to cover tuition. That raises the possibility that an important mechanism is communication: making college affordability easier for prospective students to understand.
Tension
A program can appear to do little according to its obvious mechanism while potentially affecting behavior through another pathway.
Why it matters for DPP students
Theory of change matters for evaluation. If evaluators misunderstand how an intervention is supposed to work, they can measure the wrong outcomes and potentially reach the wrong conclusion.
Policy practitioner question
If free tuition works primarily by reducing information barriers rather than reducing net price, how should that change the evaluation design?
Featured Read: How Policy Becomes Something Else
How to Peel a Banana
Eating Policy · Marina Nitze
Policy essay
Nitze uses the wonderfully mundane example of peeling a banana in child care to examine a much bigger administrative phenomenon: the cascade of rigidity.
As policy moves from legislation through regulations, standards, state requirements, agency guidance and frontline implementation, individual actors can add specificity intended to make requirements clearer or safer. The cumulative result can become far more rigid than the original policy intended. Nitze extends the analysis beyond bananas into areas including foster care.
Tension
Each actor in an implementation chain can make a reasonable decision while the cumulative system produces an unreasonable outcome.
Why it matters for DPP students
“Implementation matters” is easy to say. This gives students a mechanism for investigating why implementation drifts from intent and, importantly, helps them ask where in the chain an intervention should occur.
Policy practitioner question
When an unreasonable frontline rule results from several individually reasonable decisions, where in the implementation chain should a policy practitioner intervene?
When Government Requires More Than Organizations Can Deliver
Cyber Threats Put Water Systems at Risk
Pew Charitable Trusts
Explainer
American water systems face growing cybersecurity threats. Yet many utilities, particularly smaller ones, are simultaneously managing aging physical infrastructure, regulatory requirements and limited staff and resources. Recent cyber incidents have forced utilities to take systems offline, operate manually or suspend services.
Tension
A cybersecurity mandate may be entirely justified, but requiring compliance does not create the organizational capacity necessary to achieve it.
Why it matters for DPP students
This turns cybersecurity into an implementation-capacity problem, not merely a technology problem.
Policy practitioner question
When government mandates an outcome but implementing organizations lack the resources or expertise to achieve it, who owns the implementation failure?
Administrative Design Is Policy
Children and Youth in Foster Care Enrolled in Medicaid Managed Care
MACPAC
Policy scan + presentation
MACPAC examined federal policy and ten states to understand how general and specialized Medicaid managed-care plans serve children and youth in foster care. The analysis looks at contracts, waiver authorities, services, oversight, quality reporting, data collection and state and federal policy levers.
Tension
Children can have an entitlement to care on paper while responsibility for producing that care is distributed across Medicaid agencies, child-welfare agencies, managed-care organizations and providers.
Why it matters for DPP students
It demonstrates that contracts, reporting requirements, performance measures and administrative structures are themselves policy instruments.
Policy practitioner question
If outcomes are poor, how would you determine whether the problem lies in benefit design, the managed-care contract, agency coordination, provider capacity or implementation?
When Stakeholder Engagement Cannot Eliminate the Tradeoff
The Street Redesign No One Can Agree On
Strong Towns, Upzoned
Podcast + transcript
Boston has spent years planning a redesign of Blue Hill Avenue. Transit, automobile traffic, parking, bicycles, pedestrian safety and businesses are competing for a physically limited resource: the street. About 52% of rush-hour travelers on the corridor use buses, yet successive redesigns continue trying to accommodate competing demands.
Tension
Stakeholder engagement can improve decisions, but engagement cannot manufacture a solution in which nobody experiences a tradeoff.
Why it matters for DPP students
Public administrators sometimes have to move from facilitation to judgment. More consultation is not always the answer to substantive disagreement.
Policy practitioner question
How should a practitioner recognize when additional stakeholder engagement is improving a decision versus postponing an unavoidable tradeoff?
Making Decisions Before the Evidence Is Complete
Who Is Likely to Benefit from the Federal Scholarship Tax Credit?
Brookings
Research analysis · Approximately 20-minute read
Governors must decide by January 1 whether to participate in the new Federal Scholarship Tax Credit even though the program has not yet operated. Brookings uses federal tax data and experience from an Ohio program to estimate possible distributional effects, while explicitly acknowledging the limits of extrapolating from those data.
Tension
Decision-makers cannot always wait for implementation to generate strong causal evidence. Sometimes the decision must come first.
Why it matters for DPP students
This is a real-time example of decision-making under uncertainty, including the need to distinguish evidence, assumptions, projections and unknowns.
Policy practitioner question
What would you put in a governor’s decision memo about whether to participate, and which uncertainties would you make explicit rather than attempting to resolve?
When the Constraint Is Money
As States Face Budget Gaps, What Does the Future Hold?
Pew Charitable Trusts
Analysis
Pew’s review of state long-term fiscal assessments finds states facing pressure from rising expenditures, slowing revenue growth and declining federal support. Those trends eventually become concrete policy choices involving spending, revenue, reserves and program design.
Tension
Reserves can appropriately absorb temporary shocks. They cannot permanently resolve a structural mismatch between ongoing revenues and ongoing commitments.
Why it matters for DPP students
Budget constraints are not separate from policy design. They determine which alternatives are feasible and often force policymakers to reveal their actual priorities.
Policy practitioner question
How would you distinguish a temporary fiscal disruption that justifies using reserves from a structural deficit requiring a policy change?
Deep Dive: What Happens When the Institution Itself Needs Redesign?
Final Report of the Committee on the Future of the American University
Cornell University
Major report + shorter vision statement
Cornell’s faculty-led committee spent a year considering how the American university should respond to technological change, AI, changing government relationships, public trust and other structural pressures. The final documents were released September 22.
The shorter Five Commitments to Renew the American University vision statement is a good entry point; the full report is there for anyone who wants to explore particular recommendations.
Tension
Institutions can recognize that structures built for an earlier environment need to change while simultaneously relying on those same structures to govern the process of change.
Why it matters for DPP students
Cornell provides a live case in organizational diagnosis and institutional redesign: define the problem, gather stakeholder perspectives, develop recommendations, then confront governance, resources, incentives and implementation.
Policy practitioner question
Which challenges Cornell identifies are structural rather than temporary? How would the feasible alternatives differ if you were advising a public university?
What to Watch this Week
Across very different policy areas, the same analytical problem keeps appearing:
What is happening? → Are we measuring it correctly? → What mechanism is producing it? → What changes during implementation? → Who actually has authority and capacity? → Which tradeoffs cannot be eliminated? → What do we do when the evidence is incomplete? → What happens when resources are constrained? → When does the system itself need redesign?
That is the work of applied policy analysis: not stopping at what a policy says or what an outcome looks like, but tracing the path between intent, design, implementation, measurement, and lived result.