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policy analysis
identifying policy solutions that could address a public problem
Private sector
regulatory compliance, market strategy, corporate social responsibility
nonprofit sector
advocacy, program design and evaluation, resource allocation
Step 1 of Policy Analysis
define the public problem: economic, ethical, and political rationales
economic rationales
is there a market failure? a cost to society/the economy?
ethical rationales
is there a violation of fairness or justice?
political rationales
are current policies/administrations failing to address the problem?
operational measures
quantitative indicators of the public problem
magnitudes
ranges to the operational measures
Step 2 of Policy Analysis
construct the policy alternativesp
policy alternatives
different potential courses of action; policy proposals
regulatory tools
require ot prohibit certain behaviors
economic and market-based tools
alter economic incentives to shift behavior
information and persuasion tools
inform, persuade, or nudge to change behavior
organizational tools
develop structures to manage resources, deliver services, or enforce compliance
economic regulation
commonly applied to activities in a particular industry to protect consumers, promote fair competition, and manage monopolies
examples of economic regulation
price controls, quantity controls, service quality controls, market entry/exit controls
price controls
set a maximum or minimum price
examples of price control
rent control, minimum wage, prescription drug pricing, electricity rate caps
quantity controls
control the amount of a good or service that can be producede
examples of quantity controls
taxi medallions, fishing quotas
service quality controls
ensure that services meet specific standardsw
examples of service quality controls
food safety, nursing home quality
market entry/exit controls
manage the number of firms, by limiting new entrants or regulating form exit from a market
examples of market entry/exit controls
bank charters, hospital certificate of need, public utility exit
social regulation
focuses on negative externalities and information asymmetries, in areas such as environmental protection, consumer safety, or labor standards
examples of social regulation
means-based, performance-based, disclosure
means-based regulation
sets specific methods, technologies, or standards that businesses must adopt
examples of means-based regulations
pollution control equipment (e.g. scrubbers and catalytic converters)
performance-based regulations
define the desired outcome or goal but allow regulated entities to choose the best method to achieve it
examples of performance-based regulations
vehicle emission levels, power plant emission levels
disclosure regulations
control what information must be shared, in order to allow consumers to make informed choices
examples of fisclosure regulations
appliance energy ratings, nutrition labels
key features of regulatory tools
mandatory and transparent standards, backed by penalties
disadvantages of regulatory tools
enforcement costs, compliance costs, market distortions, discourage innovation, reduce competition, regulatory capture, rigidity to changing circmstances
The Administrative Procedures Act
provides a uniform framework for the process of developing rules and regulations
informal rulemaking
agency proposes a rule or standard and invites public comment through a Notice of Proposed Rulemaking, proposed rule is published in the Federal Register, agency reviews public comments and decides whether to publish a final rule
formal rulemaking
happens only when statute says rulemaking must be “on the record;” involves hearings and the presentation of formal documentation to support the rule in front of a commission or administrative law judge
government taxation
what you earn, buy, and own
Income tax
taxation on what you earn, federal income taxation is progressive
progressive
tax rates increase as income increases
Payroll Taxes
taxation on what you earn, paid on wages and salaries to finance social insurance programs (Social Security 12.4% and Medicare 2.9%)
Capital Gains Taxes
taxes on gains from assets owned for personal purposes or investments
Corporate Income Taxes
tax levied by federal and state governments on business profits (21%)
Sales Tax
a consumption tax on goods and services, significant source of state and local revenue, regressive
regressive
larger percentage of income paid by low income households
Excise taxes
taxes imposed on a specific good or activity, usually a small share of consumption activity; called sin or Pigovian taxes; offset negative externality of consumption
Property Taxes
property’s assessed value times a tax rate; local taxes land, state taxes personal property; can deduct some from taxable income
Estate and Inheritance taxes
imposed on value of individual’s property at time of death
Wealth Taxes
uncommon, exist in some European nations
Tax Expenditures
exceptions to paying your full share of taxes (e.g. exemptions, deductions)
Subsidies
public payments aiming to influence levels of production or prices. can go to producers or consumers
agricultural subsidies
government-funded support for crop insurance and direct payments to farmers for erosion control and production
education subsidies
subsidized interest rates on student loans
manufacturing and tech subsidies
subsidieis for semiconductor manufacturing and other strategic industries
vouchers
government-funded coupons that allows consumers to purchase a specific good or service from approved providers
Section 8 Housing Choice Voucher Program
rent subsidy to low-income households for private market housing
GI Bill
tuitions and fees, housing allowances for veterans and service members
School voucher programs
public subsidies to parents to pay for tuition at their choice of school, rather than zoned public school
informational tools
non-coercive policy instruments that aim to change behavior through communication or choice architecture rather than financial incentives or legal mandates
inform
provide factual, neutral information to improve decision-making; aims to reduce information asymmetry; assumes lack of information is a key cause of the problem
persuade
actively shape attitudes or norms through messaging and framing; aims not only to provide information, but to shift beliefs and values
nudge
small changes to choice architecture (e.g. automatic enrollment in retirement savings)
direct public provision
government directly provides goods or services using public employees and public agencies
grants and contracts
given to organizations to deliver services (e.g. pfizer)
public-private partnerships
long-term collaborative agreements between government and private sector t finance, build, or manage public infrastructure or services
authorize ner market designs
marketabke/tradable permits, insurance exchanges
marketable/tradable permits
systems like cap-and-trade that allows firms to buy and sell permits for emissions
insurance exchanges
systems like state and federal public health insurance exchanges (marketplaces) authorized by the Affordable Care Act
evaluative criteria
specific dimensions of policy objectives that can be used to weigh policy options or judge the merits of existing policies
effectiveness
likelihood of achieving goalse
efficiency
value of benefits in relation to dollar cost
equity
fairness in distribution of the policy’s costs, benefits, and risks across group
feasibility
extent to which policy is feasible politically, socially, administratively, and technically
controls
did not receive a particular treatment or intervention
treated
received the treatment or intervention
non-experimental
measure outcomes for participants only or with a non-comparable control group
quasi-experimental
measure outcomes for participants and non-participants using quasi-random (as good as random) assignment
experimental/RCT
randomize participants to treatment or control group
counterfactual
what could have happened if the policy wasn’t implemented
non-experimental designs
measure outcomes before and after program for participants only + no comparison group
non-experimental designs: naive comparisons
measure outcomes before and after programs for participants + a comparison that does not attempt to adjust for consumers
confounders
omitted variables that can bias the associations
non-experimental designs: regression adjustment
measure outcomes before and after program for participants + a comparison group that attempts to adjust for observed confounders; all potential confounders are observed without error
experimental/RCT
randomized control trial; randomize participants to treatment or control group; randomization removes differences between T and C
field experiments
a scientific research study conducted in a real-world setting, outside of a controlled laboratory
quasi-experimental
measures outcomes for participants and non-participants using quasi-random (as good as random) assignment + attempts to make assignment into T and C groups “as good as random”
quasi-experimental approaches
regression discontinuity, difference-in-differences, interrupted time series
quasi-experimental approaches: regression discontinuity
assign treatment and control conditions based on proximity to an eligibility cut-off score
regression discontinuity limits
limits sample to applicants right around the eligibility cutoff, treated and untreated applicants right above and right below the eligibility cutoff do not differ on other unobserved characteristics
regression discontinuity advantage
stronger internal validity because we are more confident in our ability to account for unobserved confounders
regression discontinuity tradeoff
weaker external validity because the results may not generalize to the broader population
quasi-experimental approaches: differences-in-differences
compare the changes in outcomes over time between a population enrolled in a program and a population that is not yet enrolled
differences-in-differences assumption
parallel trends in outcomes for treated and control groups prior to intervention
difference-in-differences counterfactual
without the intervention, the treated group outcome would have proceeded on the same slope as the comparison group outcome
difference-in-differences
deviation/difference between what actually happened and the counterfactual (parallel) slope is interpreted as the effect of the intervention
difference-in-differences advantages
time-constant differences between treated and control groups, accounts for general trends and changes over time in outcome
quasi-experimental approaches: interrupted time series
tracking the outcome for a treated group over a long-term period before and after a point of intervention to assess their intervention’s effects
interrupted time series counterfactual
assumes that pre-intervention trend would continue in absence of the program
interrupted time series effect
deviation from the counterfactual is the effect of the program