LAO
Ab32: Letter to Assembly Member Dan Logue Regarding Evaluation of the ARB's Updated Economic Analysis
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June 16, 2010
Hon. Dan Logue
Assembly Member, Third District
Room 2002, State Capitol
Sacramento, California 95814
Dear Assembly Member Logue:
This responds to your request that we provide an evaluation of the updated eco-
nomic analysis prepared by the California Air Resources Board (ARB) of its Scoping
Plan (SP) for implementing AB 32 (Núñez). Specifically, you have asked us to: (1) reas-
sess the economic and fiscal validity of the SP; (2) identify shortcomings in the data and
other information available for analyzing the SP and discuss the fiscal implications of
proceeding with the SP given such shortcomings; (3) outline the forthcoming regulatory
and cap-and-trade (C&T) program “decision milestones” that will be important for leg-
islative oversight of AB 32 and the SP; and (4) critique a study prepared by Charles
River Associates (CRA) on AB 32 and the SP.
In our response below, we:
Provide brief background information on AB 32 and the SP.
Summarize the key elements of ARB’s updated economic analysis of the SP
and how it differs from ARB’s original analysis.
Briefly review our previous findings regarding ARB’s original analysis and
discuss the extent to which its updated analysis addresses the problems we
previously noted and contains any additional shortcomings.
Comment on the analysis of the SP conducted by CRA.
Identify and discuss key AB 32 SP policy-decision milestones important for
legislative oversight.
Principal LAO Findings
New Analysis Is Improved but Problems Remain. Although ARB’s updated eco-
nomic analysis represents a credible effort and an improvement over its initial economic
analysis issued in September 2008, the revised version still exhibits a number of signifi-
cant problems and deficiencies that limit its reliability. These include shortcomings in a
variety of areas including modeling techniques, identification of the relative marginal
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Hon. Dan Logue 2 June 16, 2010
costs of different SP measures, sensitivity and scenario analyses, treatment of economic
and emissions leakages, identification of the market failures used to justify the need for
the regulations selected, analysis of specific individual regulations to implement certain
SP measures, and various data limitations.
The SP May Not Be Cost-Efficient. Given these and other issues, it is unclear
whether the current mix and relative importance of different measures in the SP will
achieve AB 32’s targeted emissions reductions in a cost-efficient manner as required.
Legislative Oversight and Policy Direction for AB 32 Implementation. We have
identified a number of opportunities for the Legislature to exercise oversight and pro-
vide policy direction as the administration moves forward with implementation of the
SP. Specifically, the Legislature should consider holding hearings to direct ARB to fill
the most crucial information gaps in its economic analyses supporting the SP. Legisla-
tive evaluation of the quality and comprehensiveness of statutorily required economic
and fiscal analyses for major AB 32 regulations would also prove useful. Based on the
results of further analysis conducted at the Legislature’s direction, the Legislature could
potentially direct that changes be made to individual AB 32 regulations (modifications
or even repeal) and to the SP’s mix of measures. The goal of such direction would be to
improve the overall effectiveness and cost-efficiency of AB 32 implementation.
We also discuss various opportunities for the Legislature to provide its policy direc-
tion with respect to ARB’s development of the C&T regulation. The design of the C&T
regulation involves numerous policy choices that, depending on how exercised, can
significantly impact the costs of compliance. These policy choices—many of which serve
to contain costs—include such issues as the allocation of emission allowances, the tim-
ing of compliance requirements, the use of offsets, the banking and borrowing of allow-
ances, allowance price ceilings and floors, and linkages between California’s C&T sys-
tem and similar systems in other jurisdictions.
BACKGROUND
AB 32 and the SP
Assembly Bill 32, enacted in 2006, established the goal of reducing statewide green-
house-gas (GHG) emissions in California to 1990 levels by 2020. It also charged the ARB
with monitoring and regulating the state’s sources of GHGs and identified a timeline by
which ARB is to complete specified AB 32-related implementation actions. This in-
cluded developing an SP encompassing a set of measures that, taken together, would
enable the state to achieve its 2020 GHG-reduction target. A draft of the resulting SP
containing a set of 72 proposed measures and regulations was released in June 2008, an
initial economic analysis of the SP was released in September 2008, a proposed SP was
released in October 2008 that modified the earlier draft SP, and the final SP was adopted
Hon. Dan Logue 3 June 16, 2010
by ARB in December 2008. Lastly, in June 2010, an updated economic analysis of the SP
was released by ARB.
Key Components of the SP
The ARB’s March 2010 updated economic analysis assesses the economics-related
implications of essentially the same SP measures that it evaluated in its initial economic
analysis in September 2008. That is, the SP itself has not substantively changed since it
was originally adopted. The SP’s measures include a combination of direct regulations
and mandated requirements affecting energy efficiency and consumption, along with
actions to provide price incentives for energy efficiency and GHG reductions. A major-
ity of the required reduction in GHGs mandated under AB 32 would be accounted for
by the following measures:
Expanding and strengthening existing energy-efficiency programs as well as
the standards that apply to buildings and appliances.
Achieving a statewide renewable-energy contribution share of 33 percent.
Developing a C&T program and regional market trading system.
Establishing targets for transportation-related GHG emissions for regions
throughout California.
In terms of shares of AB 32-related targeted GHG reductions under the SP, 37 per-
cent is estimated to come from the C&T, with the remainder from direct regulatory re-
quirements, referred to as “complementary” measures.
Implementation Progress to Date
To date, ARB has adopted its required regulations as well as a number of early-
action measures to reduce GHGs, whereas various other regulations associated with the
SP are currently still in the process of being adopted or developed (such as rulemaking
for a C&T program). The ARB released a preliminary draft of its C&T regulation in No-
vember 2009 and intends the regulation to become effective in January 2012, once it has
been appropriately reviewed and revised, gone through the hearing process, and been
adopted by ARB. (For further discussion about AB 32’s implementation to date, see our
brief entitled Implementation of AB 32—Global Warming Solutions Act of 2006, April 14,
2010.)
LAO Analyses
In November 2008, after the SP and its initial economic analysis were released by
ARB, our office prepared a critique of both documents at the request of Assembly Mem-
ber Niello, which he subsequently made public. Given that ARB has now released an
updated economic analysis of the SP, our response below both updates our previous
report and addresses new issues that have since come to light.
Hon. Dan Logue 4 June 16, 2010
ARB’S UPDATED ECONOMIC ANALYSIS
Summary of ARB’s Key Findings and Conclusions
The ARB’s “bottom line” finding from its revised economic analysis is that the SP’s
measures can be implemented to reduce GHGs without adversely affecting the growth
in California’s economy over the next decade. This is due to both increased energy effi-
ciencies associated with the SP, and ARB’s view that the “driver” of California eco-
nomic growth can be shifted from polluting energy sources to clean energy and effi-
ciency technologies with little or no economic penalty. The ARB also concludes that the
SP is unlikely to have a significant adverse or disproportionate effect on California’s
small businesses, and in some cases will benefit them, due to increased consumer de-
mands for more efficient appliances and technologies.
These general findings are similar in principle to those contained in ARB’s initial
economic analysis of the SP.
Analytical Approach and Results
The results contained in ARB’s updated economic analysis have been largely devel-
oped using two economic models—namely, the Energy 2020 model and the Environ-
mental Dynamic Revenue Assessment Model (E-DRAM). In using these models to pre-
dict the effects of the SP, ARB incorporated future forecasts about the energy sector and
such economic variables as California output, income, and jobs from the California En-
ergy Commission. The board used California Department of Finance data for popula-
tion forecasts. The ARB’s staff also modified the above models to reflect the SP’s indi-
vidual GHG-reducing measures by incorporating their provisions into various model
equations, parameters, and elasticities.
The ARB’s Macroeconomic Results. Figure 1 summarizes ARB’s estimated effects of
the SP on selected key economic variables for its updated economic analysis and com-
pares those to the results from its initial economic analysis.
Hon. Dan Logue 5 June 16, 2010
Small Overall Impact Predicted. The ARB projects that the SP would have es-
sentially no effect on the average annual rate of growth in California gross
state product (GSP), personal income, per capita income, and jobs over the
period 2007 through 2020. Although the levels of these variables would differ
slightly by 2020 because of the SP, the difference is very small, especially rela-
tive to the size of the California economy.
Fewer Job Gains and Less Output Expected. The ARB has revised downward
its estimated benefits of the SP on variables like jobs and income, and in-
creased its estimated reduction in GSP. For example, in its previous analysis,
ARB projected a gain of roughly 120,000 jobs due to the SP but has now re-
duced that figure to about 10,000 jobs. Again, however, these estimated job
gains are very small relative to total California employment.
The ARB’s More Detailed Results. The ARB’s updated economic analysis also in-
cludes more detailed and disaggregated estimates of the effects of the SP. These include
job impacts on individual industry sectors for large versus small businesses, reductions
in energy use by general type of business activity, changes in fuel prices by fuel type,
and distribution of investments required under the SP by consumers versus businesses.
For example, manufacturing employment is estimated by ARB to decline under all five
Hon. Dan Logue 6 June 16, 2010
of the scenarios it examined, compared to growth in manufacturing employment which
ARB estimated in its initial SP economic analysis.
What’s New?
As discussed later, ARB’s updated SP analysis has addressed some of the deficien-
cies we previously identified and is generally more complete than its previous eco-
nomic analysis. Improvements include the following:
The ARB’s baseline of what the economy would look like without AB 32 is
now more accurate because it incorporates certain actions that had previously
been inappropriately attributed to AB 32 and the SP. This had overstated the
effects of AB 32. These actions include the 20 percent Renewable Portfolio
Standard (RPS), federal device standards, federal renewable fuel standards,
and the “Pavley I” (Chapter 200, Statutes of 2002 [AB 1493]) vehicle emissions
standards.
The ARB has collaborated with certain other climate-change modelers to im-
prove its modeling, validate its outcomes, and get a better feeling of how dif-
ferent modeling approaches affect the estimated economic impacts of the SP.
The ARB’s modeling is more clearly explained than before.
How energy demand is affected by various economic factors is better mod-
eled than before.
Many complementary policies are modeled and explained separately and in
more detail than before.
Within the C&T program analysis, offsets and banking are considered in
more detail.
The analysis of impacts on small businesses is better.
Scenario analysis has been added. Namely, in addition to analyzing the eco-
nomic impacts of the full SP, ARB’s updated analysis has evaluated the im-
pacts of four alternative SP-related scenarios to see how different the model-
ing results are to different policy-related assumptions.
The Economic Allocation Advisory Committee (EAAC). It also should be noted that
ARB’s updated economic analysis incorporates input from EAAC, a 16-member entity
appointed by the Chair of ARB in June 2009. The EAAC was assigned two primary
roles. The first was to provide advice to ARB regarding allocating emissions allowances
under the SP’s C&T program. The second was to assist ARB in its economic analysis of
the SP. To accomplish the latter, EAAC formed an Economic Impacts Subcommittee
comprised of various economic and energy experts.
Hon. Dan Logue 7 June 16, 2010
Scenario Characteristics and Outcomes
Figure 2 summarizes the key economic results from ARB’s scenarios. These scenar-
ios include both: (1) achieving the SP’s targeted GHG reductions with an alternative de-
sign of the C&T program, and (2) realizing less emissions reductions from the comple-
mentary policies.
No Offsets Allowed. The first of the alternative scenarios examined is an alternative
design feature within the SP’s proposed C&T program. Referred to by ARB as Case 2,
this “no offsets” scenario considers the effects of not allowing offsets under the C&T
program. Offsets are credits for emissions reductions that can be achieved by outside
sources. (We discuss offsets further below.) This case does not allow any available
lower-cost offset credits to substitute for the emission-reduction options otherwise
available to entities regulated under the C&T. Because the price of allowances should in
theory reflect the cost of the most expensive emissions reductions needed to meet the
emissions cap, not allowing offsets has a large effect on increasing allowance prices. As
Figure 2 shows, ARB estimates that offsets can help contain costs within the C&T pro-
Hon. Dan Logue 8 June 16, 2010
gram and prevent higher energy prices under AB 32 for California’s businesses and
residents, thereby reducing impacts on economic growth under the SP.
Less Emissions Reductions From Complementary Measures. The other three alterna-
tive ARB scenarios examine the impacts on California’s economy should the comple-
mentary measures provide fewer reductions than assumed in the SP. Specifically:
Case 3 assumes that the SP’s transportation-related measures are less effective
than assumed under the SP baseline case.
Case 4 assumes less-successful implementation of the SP’s electricity and
natural gas sector measures.
Case 5 considers the effects of both Case 3 and Case 4 combined.
Successful implementation of the complementary measures means that fewer emis-
sions reductions need to be found through the C&T mechanism than would otherwise
be the case. The ARB finds that less effective implementation of these complementary
measures results in a somewhat greater negative effect on the economy through both
increased allowance prices and lack of cost savings. The board concludes that these
findings show the importance of successful implementation of the complementary
measures, and they also emphasize the need for design features and market-stability
mechanisms in the C&T program so that costs can be contained and allowance prices
can be kept at a moderate level.
LAO ASSESSMENT OF ARB’S UPDATED ECONOMIC ANALYSIS
The ARB’s revised economic analysis is an improvement over its initial economic
analysis issued in September 2008. As noted above, its latest analysis fills in many in-
formational gaps. However, it still has a number of significant problems and deficien-
cies that limit its reliability. Some of these shortcomings involve things that we previ-
ously identified that have not been addressed by ARB in its revised economic analysis,
while others are new issues that have come to light.
Brief Review of Previous Shortcomings
In our review of ARB’s initial SP economic analysis, we identified a variety of defi-
ciencies. In particular, in terms of the more important shortcomings, we noted that:
The ARB’s economic modeling used to evaluate the SP could be significantly
improved.
Evaluation of the costs and savings associated with some SP measures is in-
complete.
The ARB did not satisfactorily explore the implications of alternate basic as-
sumptions.
Hon. Dan Logue 9 June 16, 2010
The ARB’s economic analysis does not effectively address the phenomenon of
economic leakages.
An inconsistent approach was used with respect to the central issue of market
failures.
Extent to Which Previously-Noted Problems Were Addressed
Despite improvements in the revised economic analysis, significant deficiencies still
exist with regard to many of the areas we previously identified.
Economic Modeling Still Could Be Improved. There continue to be ways that the
ARB’s economic modeling could be improved to make it more useful and informative
for designing and evaluating the SP’s provisions and reliably projecting its impacts.
These include better incorporation of international, multiregional, and interstate trade
effects; incorporating capital stocks of different vintages and other ways the economy
changes over time; improved handling of technological change; doing model runs with
different combinations of SP provisions so as to better isolate the impacts of individual
provisions; developing improved modeling of how individual SP provisions interact
and impact the economy; and inclusion of implications for California of possible re-
gional and national climate-related policies that the SP anticipates.
To address such issues, most academic modelers agree it is important to use multi-
ple models that each focus on different aspects of the analysis, given the complexities
involved. Also, ARB could have done more with the models it has if Energy 2020 and
E-DRAM had been better integrated. Like all modelers, ARB had to strike a balance be-
tween sophistication and manageability, but we think ARB did not hit the right balance
and that a more complete modeling approach would have been appropriate. The practi-
cal implications of ARB’s modeling limitations include the following:
The models ARB uses are not sufficiently well-developed to analyze impor-
tant policy design options. For example, complex systems to allocate allow-
ances over time based on output, C&T programs with price floors and ceil-
ings, or links and interactions between alternate policies all would seemingly
be difficult to model well with the models in use.
Although computable general equilibrium (CGE) models like E-DRAM are
well-accepted analytical tools among economists for some purposes, the
E-DRAM also has certain characteristics and inherent limitations that restrict
its ability to accurately predict a GHG-reducing regulation’s impacts. These
CGE models are large macroeconomic models whose strength is their ability
to capture interactions among different broad economic sectors, industries,
consumer groupings, and labor markets. In contrast, the ability of CGE mod-
els to fully capture behavioral responses of households and firms to policy
changes is more limited.
Hon. Dan Logue 10 June 16, 2010
Additionally, because the data in such CGE models are highly aggregated,
they capture at best the behavioral responses of hypothetical “average”
households and firms, and do not score well in capturing and predicting the
range of behavioral responses to policy changes that can occur for individual
or sub-groupings of households or firms. As a result, for example, the adverse
jobs impacts—including job losses associated with those firms that are espe-
cially negatively impacted by a regulation—can be hard to identify since they
are obscured within the average outcomes.
Evaluation of the Costs and Savings of Some SP Measures Still Is Incomplete.
While there have been improvements in the evaluation by ARB of the costs and savings
of some SP measures, this work is still incomplete and suggests that there may be issues
with the design of the SP’s proposed policies. For example, the vehicle-miles-traveled
(VMT) reduction measure is modeled as if it will be costless. This is not a reasonable as-
sumption. Another issue is that ARB’s costs for the “Pavley II” measure may be too low,
as noted by EAAC. The ARB continues to work on these issues.
The ARB Still Has Not Satisfactorily Explored the Implications of Alternate Basic
Assumptions. The ARB’s economic analysis findings are highly dependent upon certain
key assumptions. These include the price of biofuels, how likely California businesses
and consumers are to buy goods and services from other states, the lack of changes in
climate policy at the regional and national levels, and how costly complementary meas-
ures will be. The ARB in its revised SP economic assessment still has not performed
analyses to determine how sensitive its bottom-line economic findings are to changes in
its key assumptions in these areas.
Analysis Still Does Not Effectively Address Leakages. When the relative costs of do-
ing business in California change compared to those in other states and nations, busi-
nesses take this into account in making their decisions about where to locate their activi-
ties. Specifically, when the costs of doing business in California rise, certain firms may
decide to relocate outside of California, not expand in California, or make other similar
types of adjustments. This is referred to as “economic leakage.” Because implementa-
tion of the SP is expected to cause energy prices in California to rise and firms to face
certain investment requirements, the costs of doing business in California will increase
and cause such economic leakage to occur. Economists who study climate policies have
emphasized the potential for leakage in designing such policies and determining their
potential downsides when applied with limited geographic coverage. There are two
reasons for this. First, the greater the amount of economic leakage that occurs, the
greater will be the net adverse economic impacts of a policy on the adopting govern-
mental jurisdiction. Second, economic leakage may lessen the net amount of GHGs re-
ductions a given climate policy generates, since the economic activity that is shifted will
also generate GHGs.
Hon. Dan Logue 11 June 16, 2010
Inadequate treatment of economic leakage still exists in ARB’s updated economic
analysis. Unfortunately, ARB’s models are not able or well-suited to capture how Cali-
fornia policies might cause firms to alter behavior in ways that lead to leakage, includ-
ing impacts by individual industries and sub-industries. This limits ARB’s ability to use
objective, data-driven evaluation to determine a sector’s leakage sensitivity and which
sectors, if any, might warrant special treatment.
Instead of addressing the issue of leakages in the updated analysis, ARB indicates
that it hopes the leakage problem will be minor or temporary, and simply defaults to
the assumption that the potential for leakage to occur will be reduced or eliminated by
actions of the Western Climate Initiative or the federal government. Work in this area is
ongoing at ARB. Specifically, we understand that ARB is doing various analyses related
to leakage, but these have not yet been completed.
Certain Inconsistencies Still Exist Between the CGE Approach and ARB’s Assump-
tion About Market Failures. At a fundamental level, CGE models like E-DRAM inher-
ently assume the economy is optimized—that is, that markets work well. In turn, this
implies that consumers and businesses have taken advantage of available opportunities
to maximize their well-being and profits. In contrast, ARB’s economic analysis relies
heavily on the assumption that the economy is not optimized—that is, certain market
failures lead consumers and businesses not to make the best choices. This philosophic
inconsistency, with which other energy economists also have struggled, raises certain
concerns about ARB’s underlying modeling approach and its findings.
The SP’s various proposed policies should in theory be intended to address various
types of market failures that ARB believes necessitate the need for some type of regula-
tion or policy intervention in the first place. The ARB’s analysis continues to be deficient
in terms of identifying the specific market failures that the SP’s individual policies are
intended to address. By failing to identify the market failures that necessitate public in-
tervention, the ARB has missed an opportunity to attempt to better maximize the cost-
effectiveness of the measures included in the SP.
Conclusion. Given the above and other issues, ARB’s updated economic analysis,
despite being an improvement over its initial economic analysis, still does not effec-
tively address most of the previous shortcomings we identified. Thus, significant prob-
lems in these areas still remain.
Other Related Problems and Additional Shortcomings
Weaknesses Identified by the EAAC. The EAAC’s evaluation of ARB’s revised eco-
nomic analysis has identified the following shortcomings, many of which overlap those
noted above. Specifically, the EAAC noted that:
Only limited sensitivity analyses were performed for key parameters that de-
termine the costs of various elements of the SP, and such analyses are crucial
Hon. Dan Logue 12 June 16, 2010
for revealing the full range of uncertainties regarding the impacts of the SP.
This includes analyses for the supply costs of alternative fuels and energy-
efficiency improvements, technology costs, and demand-side responses to
price changes.
The ARB’s assumed costs for individual SP complementary policies are low
compared to those projected by certain other studies.
Reducing VMT is the most important contributor to cost savings under the
SP. However, ARB does not provide satisfactory information regarding how
its assumed VMT reduction would be achieved or the cost of doing so. In ad-
dition, the costs of the Pavley II automotive fuel standards appear optimistic.
An improved model that integrates detailed energy modeling with macro-
economic modeling of the economy would yield superior economic projec-
tions under the SP for such things as output, incomes, jobs, and energy prices.
Both economic and emissions leakages outside of California are inadequately
addressed.
The EAAC has also identified two factors it believes would on their own lower the
SP’s estimated costs from what ARB reports. These factors are ARB’s exclusion of envi-
ronmental co-benefits of the SP and the possible use of C&T auction revenues to benefit
the state.
Data and Information Shortcomings. You have asked us specifically to discuss the
issue of data and information gaps in analyzing the SP. We believe that there are certain
key data and information gaps associated with the SP that impair ARB’s ability to keep
costs down and achieve AB 32’s GHG emissions reductions in a cost-efficient manner.
For example, if ARB had a better sense of the answers to the following questions when
creating and reviewing the SP and drafting its regulations, those products would have
been improved and, in some respects, likely quite different. Key questions that need an-
swering include:
What are the market imperfections or failures or other policy targets that
justify each measure in the SP? The answers to this question need to be more
than merely a nonspecific default reason such as “to reduce CO emissions.”
2
The implications of possible mismatches between the measures as being im-
plemented and their justifications are further discussed below.
How important and how well understood are those market imperfections or
failures? This question needs to be answered to ensure that ARB is not creat-
ing unnecessary or counterproductive regulations. We agree with the EAAC
when it notes that the quantitative significance of many of the market failures
involved remains uncertain, and thus for most of the complementary SP poli-
cies considered by ARB it is difficult to tell whether its modeling assumptions
Hon. Dan Logue 13 June 16, 2010
are reasonable given the lack of significant empirical evidence to support
them. As discussed below, however, we believe that ARB has the capacity to
advance general understanding of these issues.
For the major SP measures, what would their marginal abatement costs be
under a very wide range of different design features? If a more rigorous ana-
lytical justification were provided, the cost-effectiveness requirement of AB
32 would lead to ARB relying more heavily on those measures characterized
as having the lowest marginal net abatement costs. This, in turn, would re-
duce the costs of achieving AB 32’s GHG reduction targets.
Consider the Low Carbon Fuel Standard (LCFS) measure. The LCFS stipu-
lates a drop of 10 percent in the carbon intensity of transportation fuel
used in California by 2020. Analyses of the cost of the final emissions re-
duction under alternate 2020 goals (such as 5 percent and 15 percent)
would help ARB and the Legislature determine what targeted carbon in-
tensity reduction should be incorporated as part of a cost-effective imple-
mentation of AB 32.
Similarly, consider the SP overall. Complementary policies that achieve
emissions reductions can reduce allowance prices by reducing demand for
allowances. This reduction in allowance prices potentially comes at sig-
nificant costs to the economy to the degree those complementary policies
limit options to comply with AB 32 goals at least cost.
Similarly, consider the transportation sector, which is affected by several
SP measures. The ARB’s updated economic analysis says that the trans-
portation sector is responsible for 32 percent to 43 percent of the total
emissions reductions in the SP. We asked ARB staff if this was because
marginal abatement costs are relatively low in the transportation sector.
The ARB staff replied that emissions from the transportation sector are the
largest single source of emissions in the state, so it is not unreasonable for
this sector to make up a substantial share of the reductions and, in fact, it
would be highly unlikely that the AB 32 target could be reached if a sig-
nificant share of the reductions do not come from transportation. The ex-
tent to which this may or may not be true, however, depends on the rela-
tive marginal cost of abatement in various sectors, which ARB has not
analyzed well.
What would the LCFS, VMT measures, and Pavley II actually cost? These costs
are important to know because these measures are major parts of the SP. The
analyses of these measures’ costs, however, are incomplete or have raised sub-
stantial concern among various parties reviewing the SP, including our office.
Hon. Dan Logue 14 June 16, 2010
What objective, data-driven evaluation systems could be used to determine a
sector’s economic leakage sensitivity, and which sectors, if any, might war-
rant a degree of special treatment (such as special C&T allowance alloca-
tions) because of their relatively high exposure to leakage or importance to
the economy? This information is critical in order to minimize the economic
cost to the state.
As discussed below where we evaluate the CRA study and the C&T program spe-
cifically, other questions involving data and information needs include:
To what degree could complementary policies in the SP that reduce allow-
ance prices (by reducing demand for allowances) increase overall costs to the
economy? Further, has ARB considered this trade-off when designing the SP’s
programs?
How reliable are the offsets that might be used? And, if they are relatively re-
liable, it is possible that more offsets should be considered?
Issues Associated With Analyzing and Modeling Specific SP-Related Regulations.
Regulations can be modeled in different ways within a CGE framework. In talking with
different economists about using a CGE modeling approach, some concerns were ex-
pressed about the appropriateness of the ARB’s CGE approach versus alternative ap-
proaches. Various specific SP regulations could have been modeled differently in the
CGE framework than in fact was done. For example, a new, low-carbon transportation
sector could have been added to E-DRAM. We do not know how the model’s results
would differ if this alternative suggested approach were used, but this might be worth
exploring.
Regulations with which we have additional concerns include VMT and Pavley II, as
mentioned above. Additionally, alternate ways of implementing the C&T that are dis-
cussed in the final section of this letter should have been modeled. Finally, we have
various concerns with the LCFS, which we discuss now.
Certain market failures or barriers are associated with transportation fuels. Thus,
there are some legitimate justifications for government involvement in helping to
change the structure and GHG emissions of the transportation sector. The question is:
What form and degree of intervention is appropriate? The LCFS was not based on an ade-
quate analysis of market failures, their relative importance, and choosing specific policy
options tailored to address each important failure.
There are several areas where ARB’s regulatory cost estimates related to the LCFS
standard may be substantially understated. One of these involves the full economy-
wide costs of transitioning into the different scenarios considered. For example, we be-
lieve that the number of alternative-fuel vehicles purchased may be lower than ARB as-
sumes, which would increase compliance costs.
Hon. Dan Logue 15 June 16, 2010
The ARB considered few alternatives to the LCFS. Considering the wide array of
choices ARB had to make to finalize the LCFS, it is surprising that few alternatives were
presented. This raises some fundamental questions:
On what basis was the specific LCFS proposed by ARB chosen?
Should other alternative forms of a LCFS be considered as well?
What would be their economic effects?
Would not some of the types of changes incorporated in the LCFS eventually
occur anyway in the absence of the regulation, given that ARB is assuming
these changes make economic sense from a business perspective? If so, are
ARB’s baseline assumptions about such things as uses and mixes of fuels and
investments correct?
No Analysis Done of the Impacts of Possible National Programs. The ARB ideally
would have done more modeling regarding the impacts of national programs. For ex-
ample, ARB could have modeled cases in which a national C&T program phases in and
possibly preempts some of the SP’s policies. These cases are important to explore be-
cause a transition from California policies to any adopted national policies could lead to
substantial disruptions if not anticipated and handled well.
LAO’s Bottom-Line Assessment
Given these and other shortcomings associated with ARB’s updated economic
analysis, the state cannot be assured that ARB will implement AB 32 in a cost-efficient
manner through the SP or will reliably identify the full range of its likely impacts. The
implications of this are that, the costs to California’s households and businesses of
achieving AB 32’s GHG reduction goals will be higher than they need to be.
CRA’S ANALYSIS OF THE SP
The ARB and California Environmental Protection Agency (CalEPA) arranged with
CRA to conduct a collaborative modeling exercise to analyze the impacts of the SP on
the California economy. We appreciate that ARB collaborated with CRA because it is
valuable to have multiple views on key issues and because CRA’s involvement may
have led ARB to take a harder look at some of its analyses.
The CRA released its study entitled Analysis of the California ARB’s Scoping Plan and
Related Policy Insights on March 24, 2010. The funding for this work was provided by BP
North America, Chevron, ConocoPhillips, Pacific Gas & Electric, Sempra Energy, and
Southern California Edison. It should be noted that these companies have strong busi-
ness-related interests in how the SP is implemented.
Hon. Dan Logue 16 June 16, 2010
Basic Approach Used
According to its updated report, ARB provided CRA with the following informa-
tion:
A common set of assumptions and inputs for the analysis such as energy-
related prices and economic growth.
A common set of GHG-reduction policies to examine. These included vehicle
standards, RPS, energy efficiency measures, the LCFS, and the C&T program.
A baseline reference case set of conditions against which the effects of the
SP’s policies would be evaluated.
Different policy scenarios to evaluate relative to the reference case.
Economic impacts of interest, such as effects on state output, income, energy
prices, and jobs.
CRA’s Modeling
To carry out its modeling of climate policy, both for this project and for other pro-
jects, CRA integrated two individual models: the Multi-Region National Model (MRN)
and the North American Electricity & Environment Model (NEEM). Such integration is
valuable because each of these individual models has certain unique strengths that a
complete analysis of climate policies benefits from. Regarding these models:
The MRN is a CGE model of the U.S. economy. In the model, the economy is
approximated by a limited number of firms and people, and goods are ex-
changed in simple markets. The MRN is used for analyzing all sectors except
for the utility and coal supply sectors. This model, like other CGE models (in-
cluding ARB’s state-level E-DRAM discussed above), allows production and
consumption patterns to change in response to policy changes. The model
also identifies how such variables as output and labor demand change both
for individual sectors and the economy as a whole.
The NEEM is a model of how the North American electric sector meets its
various goals and constraints. It is used for the utility and coal supply sectors.
The NEEM simulates key decisions within the electric sector to derive plausi-
ble outcomes in competitive electricity markets.
The Resulting Integrated CRA Model. The CRA’s model solves for the overall best
possible economic conditions in incremental five-year periods between 2010 and 2050.
The model is based on assumptions about how, for example, investment in one period
is allowed to affect the capital stock in future periods.
Hon. Dan Logue 17 June 16, 2010
Other characteristics of the CRA model and CRA’s analysis of the SP using it are:
The model includes multiple interacting jurisdictions. These include Califor-
nia, the rest of the electrical grid of which California is a part, the rest of the
United States, and the rest of the world. Modeling such multiple jurisdictions
allows CRA to explore economic leakage issues to some degree. (In contrast,
E-DRAM models only California and the rest of the world and so cannot ex-
plore economic leakage as effectively.)
On the negative side, the impacts of the recent recession and rising unem-
ployment generally are not included in the CRA model, and the model has
fewer, more aggregated industries and a less complete model of California’s
government sectors and state tax code than E-DRAM does.
The CRA did perform sensitivity analyses involving the costs of alternative
fuels and on economic growth assumptions for the state. However, more sen-
sitivity analyses—on other parameters and on policy design and implementa-
tion—would greatly increase the reliability of the CRA’s model results.
The model tracks capital stock for each sector but does not track the stocks of
vehicles of different vintages and pollution profiles.
The NEEM captures fewer details of California’s energy sector than Energy
2020 does. This decreases the reliability of CRA’s analysis.
Key Findings of CRA’s SP Analysis
Results Similar to ARB in Some Cases. The ARB and CRA find similar costs of the
SP to the California economy under the ARB scenario that has the fewest emissions re-
ductions caused by complementary measures. Across all 12 of the scenarios CRA ana-
lyzed, different outcomes demonstrate the wide variability in effects that the SP could
have.
Deep Uncertainties Remain About Reliability of Estimates. The CRA finds different
economic forecasts have substantial effects on model outputs. For example, costs are
about half as much under the Integrated Energy Policy Report 2009 forecast than under
the 2008 SP, which used the Integrated Energy Policy Report 2007. This illustrates the large
sensitivity of model results to key economic assumptions.
Relationship Between Allowances Prices and Overall Costs. The CRA finds that
situations with low allowance prices can have high overall costs to the economy. For
example, CRA finds ARB’s Case 1—with all complementary measures—has nearly the
highest total costs to the economy, despite having the lowest permit prices. Conversely,
pure C&T scenarios—without complementary measures—have the lowest total costs to
the economy despite having the highest allowance prices. Given this, as noted below,
Hon. Dan Logue 18 June 16, 2010
the Legislature may wish to consider providing guidance to ARB on the relative impor-
tance of allowance prices and overall costs to the economy.
Allowing Offsets Leads to Significant Cost Reductions. If offsets were allowed at
15 percent levels, and not the 4 percent levels ARB determined, CRA estimates that the
SP’s overall cost could be 40 percent less. Because offsets could only be used for C&T
compliance, offsets are more useful when more of the SP reductions are made via C&T.
Given this, the Legislature may wish to have ARB further study offsets. (This is dis-
cussed more below.)
LCFS Issues. The CRA makes a general argument that the LCFS keeps market forces
from determining where the cheapest emissions reductions would otherwise occur. The
CRA expects higher costs than ARB assumes to procure and deliver fuels and higher
costs to deal with blending high levels of ethanol with gasoline than does ARB. While
there may be issues with CRA’s analysis, we agree that ARB’s assumption that low car-
bon fuels will only be 10 percent more expensive than other fuel may be significantly
understated.
Complementary Measures Are Expensive Ways to Meet GHG Goals. The CRA finds
excluding complementary measures could lower costs of achieving goals by about
40 percent. The most costly of the complementary measures are the 33 percent RPS and
the LCFS. The CRA further notes that maintaining complementary measures under a
national program like Waxman-Markey has a minimal effect on emissions but raises
costs to California by more than 50 percent.
Given these considerations regarding complementary programs based on CRA’s
modeling as well as our assessment of the LCFS, the Legislature may wish to consider
directing ARB to further study or modify the LCFS. Additionally, the Legislature may
wish to consider directing ARB to identify important market failures and target the SP’s
policies more precisely at them, rather than using the exact mix of complementary
measures that have been proposed in the SP. These points, and others, are discussed be-
low.
LAO Bottom-Line Assessment of CRA’s Analysis
It is very valuable to have both ARB’s and CRA’s modeling analyses of the SP, in
part because they disagree on the role of the complementary policies in complying with
AB 32’s requirement that GHG reductions be achieved in a “least-cost” (that is, eco-
nomically efficient) manner. Specifically, different methodological assumptions lead
ARB and CRA to reach opposite conclusions regarding the costs of those SP scenarios
containing complementary measures. The EAAC has concluded that empirical work
has not yet advanced far enough to determine whether the assumptions of the ARB
model or those of the CRA model are closer to the truth. It also notes that most analysts
agree that other market failures exist beyond those associated with climate change, but
the quantitative significance of these market failures remains uncertain. The EAAC thus
Hon. Dan Logue 19 June 16, 2010
concludes that it is important that models introduce a range of assumptions in order to
convey the range of potential outcomes of AB 32, depending on the extent and impor-
tance of the other market failures. We agree with EAAC’s view.
Overall, though the CRA model is not by any means perfect, it has many useful fea-
tures that ARB’s models lack. Unfortunately, because the state does not control it, the
CRA model could be expensive to use for policy-design experiments. But based on the
results we have seen, we believe the Legislature should consider exploring the extent to
which major changes to how ARB plans to implement AB 32 might reduce overall costs
to the California economy.
LEGISLATIVE OVERSIGHT AND POLICY DIRECTION FOR
AB 32 IMPLEMENTATION
As the administration moves forward with the implementation of the SP, there are
two main ways that the Legislature can usefully insert itself into the process. First,
given the substantial delegation of authority to ARB under AB 32, there is a greater-
than-usual role for legislative oversight regarding the administration’s decision making
under AB 32. As discussed further below, the Legislature should take the opportunity
to oversee AB 32-related regulations of concern, and take steps to fill the gaps in eco-
nomic analyses supporting the SP and related regulations. Second, we find that ARB’s
development of the C&T regulation involves numerous policy choices, each with their
inherent policy tradeoffs, for which the Legislature’s policy direction is crucial. We
think that the Legislature’s intervention is particularly important because many of these
policy choices reflect opportunities to contain the costs associated with implementing a
C&T regulation and reduce GHG emissions in an efficient way. As the proposed C&T
regulation touches on so many aspects of the economy, it has the potential to cause sig-
nificant adverse effects if not designed with an eye to cost containment. In this regard,
we provide an overview of design features that the Legislature could direct be included
in the regulation to further the goal of cost containment.
Legislative Oversight
Oversight of Economic Analyses. As discussed above, we have raised concerns
about a number of deficiencies and information gaps in ARB’s economic analyses.
These deficiencies tend to weaken the reliability of ARB’s analytical findings. In addi-
tion, we continue to have a significant concern that economic analysis has played a lim-
ited role in the development of the SP. For example, the selection of particular measures
and the mix of measures appear not to have been directly influenced by cost-
effectiveness considerations or macroeconomic analysis. The recently updated economic
analysis, while an improvement over the initial analysis, does not appear to have influ-
enced in any significant way the components of the SP.
Hon. Dan Logue 20 June 16, 2010
Going forward, we think that the Legislature, in exercising its oversight role, should
consider holding hearings to direct ARB to fill the most crucial information gaps in its
economic analyses supporting the SP or AB 32-related regulations. Specifically, as refer-
enced earlier in this letter, the Legislature should seek answers particularly to the fol-
lowing fundamental questions:
What are the market imperfections or failures or other policy targets that jus-
tify each measure in the SP as opposed to other policy options?
How important and how well understood are those market imperfections or
failures?
For the major SP measures, what would their marginal abatement costs be if a
very wide range of different design parameters had been assumed?
What would the LCFS, VMT, and Pavley II regulations actually cost? (We
have identified reliability issues with ARB’s cost analyses for these measures.)
What objective, data-driven evaluation systems could be used to determine a
sector’s economic leakage sensitivity, and which sectors, if any, might war-
rant special treatment (such as special C&T allowance allocations) because of
their relatively high exposure to leakage or importance to the economy?
Oversight of Regulatory Review Process. Current state law contains multiple provi-
sions that require that certain economic and fiscal impact information be provided
when proposals are made to adopt or modify regulations. For example:
Government Code Section 11346.2 provides that state agencies shall provide
(1) the reasons for adopting, amending, or repealing regulations; (2) a de-
scription of reasonable alternatives to the proposed change that would lessen
its impact on small businesses, and why those alternatives were rejected; and
(3) the reason why the proposal would not have an adverse economic impact
on business.
Government Code Section 11346.3 provides, among other things, that state
agencies shall consider a proposal’s adverse economic impact on California
business enterprises and individuals. This includes the unreasonableness of
reporting and compliance requirements, impacts on industries, ability to
compete with other states, impacts on the creation or elimination of jobs, crea-
tion of new businesses, elimination of existing businesses, and expansion of
existing businesses.
Government Code Section 11346.5 provides that, if a proposal may have a
significant, statewide adverse impact directly affecting business, it shall iden-
tify types of affected businesses, any costs they will incur in compliance, and
proposals to exempt or partially exempt certain businesses from compliance.
Hon. Dan Logue 21 June 16, 2010
Government Code Section 11346.9 provides, among other things, that state
agencies shall determine that no alternative to the proposed regulation would
be more effective in achieving its objectives, or would be as effective and less
burdensome to affected private persons, and an explanation for rejecting any
alternative that would lessen the adverse economic impact on small busi-
nesses.
Health and Safety Code Section 57005 provides, among other things, that the
CalEPA and its departments shall consider, before adopting any major regu-
lation, whether there is a less costly alternative or combination of alternatives
to achieve the same end. This applies to proposals with an economic impact
on the state’s business enterprises exceeding $10 million.
According to ARB, its AB 32-related economic analysis work has been relatively
more in-depth at the regulation development stage as opposed to the economic analysis
associated with the development of the SP. For major AB 32-related regulations that are
currently under development—such as the C&T and Pavley II regulations—the Legisla-
ture might consider holding oversight hearings on the ARB’s economic and fiscal im-
pact analyses prior to these regulations being adopted. The purpose of such hearings
could be two-fold: (1) to enable legislative evaluation of the quality and comprehen-
siveness of the statutorily required analyses, perhaps leading to direction that addi-
tional analyses be conducted, and (2) to provide a basis for legislative policy direction to
guide the development of the regulation.
Possible Legislative Action Items. Based on the results of further analysis conducted
at the Legislature’s direction, the Legislature could potentially direct that changes be
made to individual AB 32 regulations (modifications or even repeal) and to the SP’s mix
of measures. The goal of such direction could be to improve the overall effectiveness
and cost-efficiency of AB 32 implementation.
Policy Direction for C&T
SP Includes C&T System
The SP includes a C&T program to achieve about 20 percent of the plan’s GHG
emissions reductions. The C&T program would apply to four economic groupings
which collectively account for more than 80 percent of the state’s GHG emissions. Those
four areas are transportation, electricity, commercial/residential, and industry. The
GHG emissions from each of these four sectors would be “capped” so that, collectively,
they could emit no more than a certain level of GHGs in 2020 that works towards meet-
ing AB 32’s overall GHG emission reduction target.
Hon. Dan Logue 22 June 16, 2010
The Economic Theory of C&T
Assembly Bill 32 authorizes the use of market-based compliance mechanisms, such
as a C&T system, to meet the bill’s GHG emission reduction targets. In contrast to direct
regulatory measures, market-based compliance mechanisms provide economic incen-
tives to achieve emissions reductions, without specifying how emissions sources are to
achieve those reductions.
Under a C&T program, the regulator issues allowances for each ton of emissions
permissible within the regulated sectors. A regulated source must possess an allowance
for each ton of the regulated emission it produces within the period of compliance or
face penalties. Because the amount of allowances issued is eventually less than the
amount of emissions that would otherwise be produced, the effect of the allowance sys-
tem is lower overall emissions. As these allowances can be viewed as something akin to
an asset or property right that has value, policy choices made with respect to them can
affect the amount of this value and who receives it.
The rationale in economic theory behind use of market-based mechanisms such as
C&T is that, when compared to command-and-control measures, they can achieve the
same quantity of emissions reductions but at a potentially lower cost. This is because
the focus of market-based mechanisms is the amount of emissions placed into the at-
mosphere from various sources combined, not the amount of emissions attributable to
any individual emissions source. So long as they comply, sources can decide to increase
or reduce their emissions or buy or sell allowances based on the price of allowances and
their own costs of emission reductions.
Compliance Costs Under C&T Ultimately Determined by Market …
The cost of complying with a C&T regulation is determined, in effect, through trad-
ing of emissions allowances. In this way, a market determines the price of an emissions
allowance. Regulated sources in the trading program must decide whether an activity
that produces emissions makes economic sense, after accounting for the cost imposed
by the C&T system. Firms that can reduce their emissions at a cost per ton below the
trading price of a ton of emissions allowances will do so, thereby allowing them to sell
any excess allowances to other sources that need or want them. By allowing sources
that can reduce emissions most cheaply to do the reducing, a C&T program achieves, in
theory, emissions reductions at the least cost possible.
It should be noted that the trading market referred to is one that would be created
by government. To work robustly, the market requires a clear set of rules to guide its
operation and sufficiently stringent enforcement of these rules. The design of the mar-
ket involves many policy choices that can significantly drive outcomes.
Hon. Dan Logue 23 June 16, 2010
… But Policy Choices Can Fundamentally Impact C&T Costs
The market ultimately determines the price of allowances under a C&T system. How-
ever, there are various policy choices involved in the design and implementation of such
a system that, depending on how exercised, can substantially impact this price as well as
other costs of compliance, either positively or negatively. As a general rule, the more
compliance flexibility granted, the lower will be the overall costs of compliance.
In the following section, we discuss a number of the key policy choices involved in
the design and implementation of a C&T system, including the tradeoffs involved. We
provide our thoughts on which issues it would be appropriate for the Legislature to
provide its policy direction. As we discuss, there are various design features that could
be included in a C&T system that offer the opportunity to contain costs. Due to con-
cerns expressed about the potential adverse economic impacts of a C&T system, these
cost containment measures warrant policy consideration by the Legislature. While some
of these design features have relatively greater tradeoffs and pose more risk than others,
such as the borrowing of allowances and the use of offsets, we think that it is appropri-
ate that all cost containment opportunities be evaluated by the Legislature.
Major Policy Choices in C&T Design and Implementation
Allocation of Emission Allowances: Auctioning and Free Allocation. A critical de-
sign feature of a C&T program—which involves a number of major policy choices—is
the means by which emission allowances are allocated, both initially and over time. In
general, the way in which allowances are initially allocated will not affect the emission
reductions achieved by a C&T program. However, it may affect the way in which a pro-
gram’s costs are distributed and can affect overall program costs.There are two basic
approaches to allowance allocation: some form of free allocation or auction. A combina-
tion of the two, or a shift from one to the other over time is also possible. A gradual shift
from an initial free allocation to auctioning in later compliance periods may make sense
if the policy goal is to provide “transition” assistance to regulated entities as the new
program ramps up and to give time for technological innovation to develop so as to
lower compliance costs.
Several types of free allocation exist. For example, allowances could be given away
based on participating entities’ historical emissions (a method also known as “grand-
fathering”). Output-based methods of allowance allocation are based on the emissions
from production in a given sector. For example, allowances might be allocated based on
megawatt-hours generated or tons of a product manufactured. Benchmarking, or set-
ting a level of emissions (in the form of allowances) per unit, can be applied based on
input or output. Allowance allocations may also be updated over time as emissions
change.
The Legislature will want to consider the tradeoffs between simplicity and other pol-
icy objectives if allowances are allocated for free. For example, basing allocation on his-
Hon. Dan Logue 24 June 16, 2010
torical emissions is relatively simple; however, the Legislature may want to consider
providing some form of credit for early action in order to ensure that firms that took
voluntary measures to reduce their emissions before the base year are not penalized for
doing so. Updating may have the advantage of adjusting an initial allocation to chang-
ing circumstances.
As an alternative to free allocation, allowances can be auctioned. Auctioning gener-
ates revenue to the state, which could be used to provide financial assistance for com-
pliance, mitigate higher energy costs, or fund complementary policies, among other
uses. The use of auction revenues would be up to the Legislature in exercising its ap-
propriations authority. For example, the Legislature could decide to use auction reve-
nues to reduce other taxes in an effort to stimulate economic growth. However, there
are tradeoffs involved with auctioning allowances. The cost impact on a given firm de-
pends on the competitiveness of the industry in which the firm operates as well as the
industry’s regulatory environment. For example, auctioning may be seen as disadvan-
taging covered entities that lack the access to funding necessary to purchase allowances
and cannot pass on some or all of the costs of their allowances to consumers.
Regardless of the allocation method used, opportunities exist to mitigate adverse
economic impacts or to incentivize a desired activity. For example, allowances could be
allocated for free (or at a lower cost) to emitters that are competitively disadvantaged by
emission caps or to entities undertaking energy efficiency projects. Similarly, auction
revenues could be used to provide tax relief or to incentivize research, development,
demonstration, and deployment of low-carbon technologies.
Compliance Timing Issues. Providing greater flexibility in the timing of compliance
under a C&T system helps to control compliance costs. A compliance period is the
length of time that covered entities have to submit to the regulator emission allowances
commensurate with emissions in that period. By allowing extended compliance periods
(for example, a three-year compliance period as opposed to a one-year compliance pe-
riod), covered entities are provided more compliance flexibility that lends itself to
greater cost containment potential.
A similar consideration should be given to the rate at which entities become covered
by a C&T program. By identifying and phasing in more slowly sectors which are most
susceptible to dramatic cost increases due to a C&T program, regulators and policy-
makers may allow for greater cost containment.
Compliance timing is a crucial cost factor in large part because of the timing of tech-
nological innovation that serves as a cost-effective means of compliance. Such technolo-
gies may not be as readily available at the onset of the C&T program or the beginning of
a compliance period. As time progresses, it is more likely that technological innovation
comes about to lower compliance costs.
Hon. Dan Logue 25 June 16, 2010
In order to contain costs, the Legislature may wish to address both the length of
compliance periods as well as the timing at which specific sectors become subject to the
cap. While phasing in the inclusion of sectors subject to the cap and providing for ex-
tended compliance periods may serve to contain costs, there is a trade-off in that there is
less certainty of environmental outcomes. A risk exists that the overall emission reduc-
tion targets may not be achieved in the desired timeframe.
Use of Offsets. Another means of containing costs under a C&T system is to allow a
regulated source (a California firm subject to C&T) to buy offsets. An offset is a tradable
credit that is created when a regulated source, in lieu of making a GHG emission reduc-
tion on its own, pays a non-regulated source (an individual or business) to make a GHG
emission reduction. For example, a California firm subject to C&T could make a pay-
ment which is used by a dairy farmer in Wisconsin to install equipment that traps the
release of methane gas. A properly structured offset program would be created and op-
erated within the regulatory regime of a C&T program. The regulatory system could
potentially approve offsets from sources outside the state or even outside the country.
By providing potentially low-cost reductions and easing allowance price pressure when
targets and timetables are stringent, offsets represent a significant means to control
costs associated with a C&T program.
An issue that has arisen with respect to offsets is the need to establish eligibility cri-
teria to help ensure that offset projects are verifiable, quantifiable, enforceable, and per-
manent. Furthermore, the offset should be an additional action or project than what was
already required by law or regulation or would otherwise have occurred. Not establish-
ing such criteria could reduce program effectiveness. The use of offsets requires a trans-
parent system with proper oversight and enforcement. If the Legislature authorizes off-
sets as part of the California program, it might want to consider establishing statutory
penalties for non-compliance with offset criteria.
The SP contains a provision that would allow for the use of offsets within a C&T sys-
tem, but limits the use of offsets to no more than 49 percent of the GHG emission reduc-
tions planned to come from compliance with the C&T regulation. In 2009, the Legisla-
ture passed AB 1404 (De Léon)—subsequently vetoed by the Governor—which would
have limited the use of offsets to no more than 10 percent of C&T reductions. Within the
limited amount of offsets permitted, the bill imposed further limitations to the use of
offsets by including a provision giving priority to California offset projects. The intent
of such a provision was to maximize environmental and public health benefits within
the state. The policy trade-off with allowing offsets from out-of-state is a potential re-
duction in economic and environmental co-benefits of in-state GHG emission reduc-
tions, weighed against the potential benefit of reducing GHG emissions at lower cost.
Hon. Dan Logue 26 June 16, 2010
Banking and Borrowing of Emission Allowances. In general, banking refers to the
ability of an entity to carry over or “bank” any excess allowances for future use. Bank-
ing provides covered entities a greater degree of flexibility and can reduce allowance
price volatility because it allows firms to better cope with uncertainties and unexpected
circumstances that may lead to high allowance prices at a future date. In addition, the
ability to bank allowances may provide an incentive to make early reductions since a
declining emissions cap could push allowance prices higher over time. Banking has
proven to be an important contributor to the success of past emissions trading programs
and is considered a generally accepted design component of a C&T system.
Borrowing refers to a provision which allows covered entities to use in the current
compliance period allowances that will be issued in a future period, under the condition
that they will pay back the borrowed allowance, perhaps with interest. While borrow-
ing may provide a greater degree of compliance flexibility (and, with that, a greater po-
tential for cost containment), concerns have been raised regarding the risks associated
with such activity in terms of program effectiveness. The Legislature might want to
consider whether allowing borrowing is worth the potential risk that firms may not be
able to meet the agreed upon emission reductions that become pushed into the future. If
the Legislature considers the inclusion of borrowing as a means of cost containment in a
C&T system, it may wish to reduce the potential risk by limiting the amount that could
be borrowed or by setting sufficiently high penalties for non-compliance with statutory
criteria authorizing its use.
Advanced Cost Containment Mechanisms: Safety Valves, Strategic Reserves, and
Price Collars. Advanced cost containment mechanisms in the design of a C&T program
are relatively sophisticated features intended to prevent against extreme upward or
downward price pressure on allowance prices. These mechanisms include safety valves,
which serve as an allowance price ceiling. Under this approach, allowances are made
available to the market in the amount necessary to maintain the price at or below the
ceiling.
An alternative to a strict price ceiling is a strategic reserve. Under this approach, al-
lowances from the cap are set aside in a fund and made available to the market through
a supplemental auction with a set minimum selling price (the reserve price). The re-
serve price is meant to reflect a high-end allowance price estimate. If the market price is
driven towards or beyond the upper price estimate, the reserve mechanism provides a
tranche of allowances which would be offered at the reserve price. If this satisfies de-
mand, the market will settle. However, if demand exceeds the quantity offered, then
buyers may bid up the reserve price. Therefore, a maximum price cannot be guaranteed
because reserve permits are finite in number. This is in contrast to a safety valve price
cap, which offers an unlimited quantity of allowances at a target price. The lack of an
absolute price ceiling is the primary criticism of the strategic reserve approach.
Hon. Dan Logue 27 June 16, 2010
A price collar is a cost containment mechanism that serves to bookend allowance
prices by establishing an allowance price ceiling and floor. Economists believe such a
mechanism serves to better protect against price volatility than a price ceiling or price
cap alone. While the potential for allowance prices to increase dramatically needs to be
considered, the possibility of very low allowance prices can also be problematic as such
could threaten the emission reduction goals of the program by reducing the incentive to
replace emission intensive equipment and to invest in cleaner energy technologies. A
price floor has the attraction of giving investors certainty that the price of emission al-
lowances would never fall below a specified level. A floor could be established by insti-
tuting a reservation (or floor) price in an auction for emission allowances. A price floor
would reduce the risk of various emission reduction investments.
Linking to Other C&T Systems. California’s C&T program can and should, from an
economics perspective, be designed to link to other state, regional, national, and inter-
national programs provided that these other programs are substantially similar in de-
sign and at least as stringent in terms of desired environmental outcomes. Linking pro-
grams provides the advantage of expanding more low-cost opportunities to reduce
emissions than would otherwise be the case. As such, we think that the Legislature
should provide for the coordination of the state’s C&T program with out-of-state pro-
grams. While ARB is developing the state’s C&T regulation in concert with the Western
Climate Initiative (a consortium of western states which have agreed to coordinate the
development and implementation of a C&T program), it will be important for ARB to
include in the regulation a means by which this program could be linked to a federal
program, should one be established and the state not be pre-empted from operating its
own program. In addition, if a federal program were created, the Legislature would
want to consider the policy merits of continuing to operate its own program.
As stated above, linking with other systems is achieved more easily if the design fea-
tures in each system are similar. For example, monitoring requirements across systems
should be equally rigorous, as enforcement levels otherwise default to the lowest com-
mon denominator among linked systems. Design features that promote transparency
and afford public access to emissions data throughout the linked systems help ensure
adequate oversight of the program. Terms for linking with other programs will need to
be negotiated individually with other jurisdictions. The Legislature may wish to con-
sider the establishment of an oversight board that (1) evaluates other trading programs
on an ongoing basis and (2) monitors changes in linked programs to assess the need for
programmatic adjustments in California.
While linking C&T programs produces economic benefits, there are some potential
policy trade-offs for the Legislature to consider. The key one relates to where the so-
called “co-benefits” of GHG emission reduction—such as air quality-related public
health benefits—would accrue. By linking California’s program with programs outside
Hon. Dan Logue 28 June 16, 2010
of the state, the co-benefits of California’s program would to some degree accrue out-
side of the state.
Should you have any questions regarding this information, please contact Tiffany
Roberts at 319-8309 regarding specifics about AB 32 and the SP, and James Nachbaur at
319-8365 regarding economics-related issues.
Sincerely,
Mac Taylor
Legislative Analyst
cc: Hon. Dave Cogdill
Hon. Robert Dutton
Hon. Roger Niello