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Reconsidering the Optional Single Sales Factor
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Reconsidering the Optional
Single Sales Factor
M AC TAy lo r • l e g i s l A T i v e A n A l y s T • M Ay 26, 2 010
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ExEcutivE Summary
The February 2009 state budget agreement changed the apportionment formula used to
determine California taxable income for firms that also operate in other states. While the cur-
rent formula considers the location of firms’ sales, property, and payroll, starting in 2011 firms
will have the option to consider only their sales. This policy is intended to encourage firms to
produce in California and sell into other states.
In this report, we examine the rationales for different approaches to apportionment and
evidence from California and other states on how changes to apportionment laws affect both
economic activity and tax revenue.
Our findings indicate that:
➢ A formula with a higher weight on sales and lower weights on property and payroll
promotes job growth to some extent.
➢ With most states’ formulas now based only on sales, the old formula that used property
and payroll could put some California producers at a competitive disadvantage.
➢ Allowing firms to choose their formula every year arbitrarily favors some firms over others.
We recommend that the state require all firms to use the single sales factor, which would
help the state’s competitiveness while limiting the cost to the budget.
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introduction
The February 2009 state budget agreement In this report, we examine the rationales
changed the apportionment formula used to deter- for different approaches to apportionment and
mine California taxable income for firms that also evidence from California and other states on
operate in other states. While the current formula how changes to apportionment laws affect both
considers the location of firms’ sales, property, economic activity and tax revenue. We then
and payroll, starting in 2011 firms will have the compare the state’s new law to other states’ laws
option to consider only their sales (“single sales”). and recommend some changes.
FEaturES oF StatE apportionmEnt FormulaS
Firms report profits only at the national State Laws. Despite the name, UDITPA has never
level as opposed to the state level, so states been a federal law. Its policy rationale was that
have devised a process known as “apportion- income should be apportioned based on the fac-
ment” to determine what fraction of a multistate tors of production (property representing capital
firm’s profits they can tax. The term implies that and payroll representing labor) and a sales factor
the states in which a firm operates divide its to represent market presence. (Sales are counted
profits up so that the sum of the taxable profits in the state where a product is consumed, not
claimed by each state is equal to the firm’s total. produced.) Under UDITPA, each factor had a
However, the reality is that each state in which weight of one-third. California adopted UDITPA
the firm operates performs its own calculation in 1966.
using its own method. In all 45 states that levy a In 1993, California modified its formula by
corporate income tax, taxable profits at the state adopting a “double-weighted” sales factor. That
level are based on the percentages of the firm’s is, the weights on both property and payroll are
national property, payroll, and/or sales located in 25 percent, but the weight on sales is
that state. States set their own relative weights on 50 percent. Many other states similarly reduced
property, payroll, and sales. A firm that operates the weights on payroll and property and in-
in states that use different formulas may find that creased the weight on sales in the 1980s and
the sum of its taxable profits in the states it oper- 1990s. The rationale for this policy was to induce
ates is higher or lower than its overall national mobile firms that can produce in one state but
profits. In response to differing state formulas, sell into others (typically manufacturers) to locate
firms have an incentive to use tax planning to facilities and employees in the state.
minimize their overall state tax bill. Alternatives to Apportionment. The only
The three-factor apportionment framework feasible alternative to an apportionment method
comes from the Uniform Division of Income is called separate accounting, which is used
for Tax Purposes Act (UDITPA) that most states by the federal government. At the state level, it
adopted following a 1957 meeting of the Na- would mean that a firm would have to establish
tional Conference of Commissioners on Uniform a California affiliate for tax purposes, and its
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state taxable profits would be defined as receipts sales shipped from California into states where
earned by its California affiliate (including “sales” the shipping firm has no nexus are “thrown
to its own operations in other states) minus de- back” and counted as California sales for corpo-
ductible expenses incurred in California. No state rate tax purposes. Because the throwback rule
uses this method, as it would require much more pertains to sales, it is more significant the higher
bookkeeping than the current system and would the state’s sales factor is relative to the other two
encourage firms to game the system by putting factors. If a state has a throwback rule, firms that
unrealistic “prices” on their internal transac- ship from that state will not have the incentive
tions so that their receipts are disproportionately described above to avoid establishing nexus in
booked in jurisdictions with the lowest tax rates. states that they ship into. For example, under
Nexus. While there are no federal laws current law if a court rules that a firm that ships
governing most aspects of state apportionment, from California into Utah has no nexus in Utah,
federal case law prevents states from levying cor- then Utah will not be able to impose its corpo-
porate income taxes on firms with no “nexus” (ba- rate tax on the firm. Instead, California will be
sically, physical presence) in the state. As a result, able to count the firm’s Utah sales as California
firms with minimal facilities in a state but signifi- sales for tax purposes. As an alternative example,
cant sales may have an incentive to avoid any tax if the firm initially had nexus in Utah, it could in
liability by reducing their presence in the state to some cases lower its overall tax bill by closing
the point where they no longer have nexus. its Utah facilities and eliminating this nexus. This
Throwback Rules. California is one of several would likely be the case if Utah had a higher tax
states with a throwback rule, which means that rate than California.
How apportionmEnt aFFEctS rEvEnuES
and incEntivES: a SimplE ExamplE
Apportionment’s impact on a firm’s tax bill The firm has taxable profits of $8 million in
depends on the distribution of its sales, property, Alabama and $4 million in Georgia for a total
and payroll among the states it operates in. For
example, a hypothetical firm with $10 million of
Figure 1
total profits operates in just two states: Alabama
Hypothetical Two-State Firm:
and Georgia. Its property, sales, and payroll are Factor Allocation
split as shown in Figure 1.
(Dollars in Millions)
Alabama’s apportionment formula puts equal
Alabama Georgia
weights of one-third on each of the three fac-
Share Share
tors. In contrast, Georgia’s formula uses only the Amount of Total Amount of Total
sales factor and puts weights of zero on property Payroll $45 90% $5 10%
and payroll. Figure 2 shows how the two states Property 360 90 40 10
Sales 60 60 40 40
would compute the firm’s taxable profits.
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of $12 million, yet its
Figure 2
national profit is just
Hypothetical Two-State Firm:
$10 million. This arises
Taxable Profits Exceed Total
because the firm’s facili-
(Dollars in Millions)
ties are disproportionate-
Alabama Georgia
ly in Alabama where the 1/ Payroll, 1/ Property, 1/ Sales 100% Sales
3 3 3
formula uses property
Share Weight Subtotals Share Weight Subtotals
and payroll, and its sales
Payroll 90% 33% 30% 10% — —
are disproportionately in
Property 90 33 30 10 — —
Georgia where the for- Sales 60 33 20 40 100% 40%
mula uses only sales.
Apportionment ratio 80% 40%
Switching the factor
Share of $10 million in profits $8 $4
percentages from Fig-
Taxable Profits—Both States Total $12
ure 1 so that 90 percent
of the firm’s payroll and
property and 60 percent
Figure 3
of its sales are in Georgia
Hypothetical Two-State Firm:
instead of Alabama leads
Taxable Profits Less Than Total
to a very different result.
(Dollars in Millions)
As shown in Figure 3,
Alabama Georgia
the firm’s taxable profits 1/ Payroll, 1/ Property, 1/ Sales 100% Sales
3 3 3
at the state level add up
Share Weight Subtotals Share Weight Subtotals
to less than its national
Payroll 10% 33% 3.3% 90% — —
profits. Property 10 33 3.3 90 — —
When states use dif- Sales 40 33 13.3 60 100% 60%
ferent formulas (all else
Apportionment ratio 20% 60%
equal), firms have an
Share of taxable profits $2 $6
incentive to locate their
Taxable Profits—Both States Total $8
facilities in states that put
more weight on sales and
sell into states that put more weight on property lower if its facilities are concentrated in Georgia,
and payroll. In this example, the firm’s tax bill is which creates a policy problem for Alabama.
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tHEory and EvidEncE on apportionmEnt
Theory Is Inconclusive, Evidence Links jobs by about 3.3 percent. Another used data
Profits to Sales. There is no consensus among from 1978 to 1999 and accounted for some ad-
economists or other policy experts as to the ditional factors such as sales and property taxes,
theoretically appropriate factors or weights on and reached a similar conclusion. A third, using
each factor. As such, the assignment of equal data from 1987 to 1996 and accounting for some
weights under UDITPA was somewhat arbitrary. additional factors such as special tax incentives
There is, however, some empirical evidence on and public spending, found that a higher sales
the statistical relationship of profits to the three factor increases the amount of spending on busi-
factors. A recent study of 11,000 European firms ness facilities and equipment. In addition to these
for which 2004 data on profits, property, pay- studies, a number of other studies using data for
roll, and sales were all available concluded that either just one state or just one year have pro-
the apportionment formula that best fit the data duced mostly similar results.
would use weights of 27.5 percent on property, Results of a 2005 simulation using the
7 percent on payroll, and 65.5 percent on sales. California-specific Dynamic Revenue Analysis
A similar calculation for a smaller sample of U.S. Model (DRAM) suggest that a mandatory single
firms suggests weights of roughly 45 percent on sales factor would create jobs on net—roughly
property, 5 percent on payroll, and 50 percent one job for each $17,400 (in 2001 dollars) of ini-
on sales. tial revenue loss. (The simulation also accounted
Evidence Links Higher Sales Factor With Job for the impact of state spending cuts that would
Growth. In general, the evidence suggests that be needed to offset the revenue loss.) This figure
increasing the weight of the sales factor produces suggests that mandatory single sales could pro-
a small but noticeable increase in economic duce an eventual net gain of about 40,000 jobs
activity. Several academic studies which have based on the Franchise Tax Board’s (FTB’s) latest
covered all states over a decade or more and cost estimates. The DRAM estimate of the state
controlled for other factors that affect economic and local revenue feedback effect from increased
activity besides corporate taxes have found that sales, property, and income taxes stemming from
a higher sales factor (all else equal) is associated the job gains was about 14 percent of the initial
with more economic development. For example, revenue loss, which is consistent with the general
one used data for all states from 1978 to 1994 empirical evidence on these effects. These esti-
and found that on average, switching from a mates should be interpreted with caution as they
double-weighted sales factor to a single sales are based on the 2001 state economy and incor-
factor would increase a state’s manufacturing porate a lot of assumptions, but we believe that
they are reasonable ballpark figures.
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StatE’S Formula will cHangE in 2011
Optional Single Sales Factor. As part of the each of the firm’s property and payroll but just
February 2009 budget agreement, starting with 20 percent of its sales.
the 2011 tax year, firms will be able to choose The figure shows that a California-based firm
between the current double-weighted sales for- would be able to reduce its tax bill by 60 percent
mula and a new formula that uses the single sales by switching from the current double-weighted
factor, ignoring the property and payroll factors. sales factor formula to the new single sales factor.
(The new law does not apply to banks and agri- In contrast, Figure 5 (see next page) shows
cultural or mining firms. These firms will contin- the same calculation for an out-of-state firm that
ue to use the UDITPA equal-weighted formula as has relatively high sales in California (14 percent)
they do under current law.) Firms will be able to compared to its shares of property and payroll
decide each year which of the two formulas they (4 percent each). This firm would save $44,200
want to use for that year. under the current formula with double-weighted
Other Apportionment Changes. The state sales, so it will elect not to use the new formula.
also modified some other provisions of the ap- Optional Formulas Will Favor Some Firms
portionment law to partially offset the cost of Without a Clear Rationale. Firms will benefit
the formula change. It clarified the definitions of from being able to switch from one formula to
nexus and gross receipts, broadened the defini- the other depending on whether they are hav-
tion of sales attributable to “unitary” groups of ing a good year or a bad year. Consider what
affiliated businesses, and changed the treatment would happen if a firm records a $10 million loss
of sales of services. instead of a $10 million profit. Now it wants to
maximize the taxable loss, which can be de-
Impact of 2009 Policy Change
ducted against its taxable income for prior years
Below, we discuss the likely effects of last year’s or future years. Figure 6 (see next page) shows
policy change to give businesses a choice between this calculation for the two firms from the previ-
the two formulas.
Some Firms Will Figure 4
Benefit From New Single Sales Versus Double-Weighted Sales:
Formula. Consider the California-Based Firm
choice between double-
Double- Single
weighted sales and single Weighted Sales
sales for a hypothetical Payroll 80% 80%
firm with $10 million Property 80 80
Sales 20 20
of national profits that
sells nationwide but has
California apportionment ratio 50% 20%
most of its operations in × Total U.S. profits (millions) $10.0 $10.0
= California taxable profits (millions) 5.0 2.0
California (see Figure 4).
California Tax Payment at 8.84 Percent $442,000 $176,800
The state has 80 percent
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ous examples and a third firm that has balanced to the current optional formula will reduce state
factors: 16 percent each of its property, payroll, revenues by $900 million annually by 2012-13
and sales in California. when it is completely phased in. (This includes
The California-based firm will now switch to the definitional changes, which would be expect-
double-weighted sales to maximize its loss, and ed to raise revenue on their own.) The estimated
the out-of-state firm will likewise switch to single revenue loss would be somewhat lower—
sales. In contrast, the “balanced” firm records $50 million to $100 million annually—if all firms
the same taxable loss under either formula and were required to use the single sales factor in-
thus does not benefit at all from being able to stead of retaining the option to stick with double-
choose. Similarly, a firm that operates only in weighted sales. The FTB used its database of
California cannot benefit from choosing its for- corporate returns from 2006 to construct these
mula because it does not
use the apportionment Figure 5
method in the first place. Single Sales Versus Double-Weighted Sales:
In other words, the op- Out-of-State Firm
tional single sales factor
Double- Single
gives a bigger benefit to Weighted Sales
out-of-state firms than to Payroll 4% 4%
balanced multistate firms Property 4 4
Sales 14 14
or California-only firms.
Revenue Impact. The
California apportionment ratio 9% 14%
FTB estimates that the × Total U.S. profits (millions) $10.0 $10.0
= California taxable profits (millions) 0.9 1.4
switch from mandatory
California Tax Payment at 8.84 Percent $79,560 $123,760
double-weighted sales
Figure 6
Single Sales Versus Double-Weighted Sales:
Money-Losing Firms
California-Based Firm Out-of-State Firm “Balanced” Firm
Double- Double- Double-
Weighted Single Weighted Single Weighted Single
Payroll 80% 80% 4% 4% 16% 16%
Property 80 80 4 4 16 16
Sales 20 20 14 14 16 16
California (CA) 50% 20% 9% 14% 16% 16%
apportionment ratio
× Total U.S. loss (millions) $10.0 $10.0 $10.0 $10.0 $10.0 $10.0
= CA loss (millions) $5.0 $2.0 $0.9 $1.4 $1.6 $1.6
California tax savings $442,000 $176,800 $79,560 $123,760 $141,440 $141,440
Difference $265,200 $44,200 $0
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estimates, and its assumptions about profit growth an option to go with a double‑weighted
until 2012‑13 are consistent with the forecasts sales factor starting in 2011. Firms will be
used to develop the state’s 2010‑11 budget. required to use the double‑weighted for‑
mula for at least three years before switch‑
Other States’ Use of Optional Formulas
ing back to the equal‑weight formula.
State tax systems that allow firms to choose
their apportionment methods are not common, ➢ South Carolina allows firms to petition the
and little evidence is available on the impact of state’s revenue agency to use an alternate
allowing firms to choose. Four states currently formula if the firm believes that the state’s
have optional formulas of some type in place. prescribed formula (double‑weighted
sales through 2010, single sales for 2011
➢ Missouri is the only state currently that
and beyond) does not fairly represent the
allows an annual election between single
firm’s income. It appears that the depart‑
sales and the traditional three‑factor
ment typically approves these requests.
formula. The state has not conducted a
The state has conducted no studies on the
study on the impact of this policy that
effects of allowing this option.
was adopted in 1973.
Colorado had a longstanding policy of allow‑
➢ Utah changed its law in 2005 to allow
ing firms to choose annually between double‑
firms to choose between the traditional
weighted sales and equal weights, but replaced
three‑factor formula and a double‑
this system with mandatory single sales in 2008.
weighted sales factor for five years at a
Alternatives to Optional Formulas. A few
time. The law has not been in effect long
states use different mandatory formulas for differ‑
enough for them to draw conclusions
ent sectors, usually by mandating a higher sales
about its impact.
factor for sectors that typically sell into other
➢ New Mexico currently requires the states. An example of this is Maryland, which
traditional equal‑weighted three‑factor uses a single sales factor for manufacturers but
formula but is going to give manufacturers double‑weighted sales for all other firms.
Recommendations
California has been criticized at times for forces the state to either raise other taxes or cut
having high costs of doing business. The single spending on public services. In view of this, we
sales factor would reduce those costs for mobile discuss below the merits of mandatory versus
firms who sell into national or world markets optional formulas, the single sales factor versus
and are more of a flight risk than firms who the double‑weighted sales factor, and the timing
sell only into the California market. The results of the implementation of any changes.
of the DRAM simulations and other empirical Choice of Apportionment Formula. Allow‑
evidence suggest that a higher sales factor (all ing a choice between single sales and double‑
else equal) generates some employment growth. weighted sales arbitrarily favors firms with dispro‑
The tradeoff is that it reduces revenue and portionately high or low California sales relative
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to property and payroll. These firms will benefit taxable profits in excess of its actual profits. For
most from switching their formulas around from this and the reasons noted above, we recom-
year to year depending on whether they report a mend that the state use a single sales factor. We
net profit or a loss, and will thus pay a lower tax also recommend that the state keep the throw-
rate over the business cycle than multistate firms back rule to avoid the economic distortions
with more evenly distributed factors or firms that discussed earlier.
operate only in California. Given these concerns, Timing. Given the state’s ongoing budget
we recommend that firms be required to stick to shortfall, we have recommended that the Leg-
a single formula. islature consider delaying the implementation
Single Sales or Double-Weighted Sales? The of a number of tax policy changes that reduce
strongest case for single sales concerns confor- state revenues enacted as part of the last two
mity to other states’ policies. If all states impose years’ budgets. The state currently faces a nearly
a corporate income tax with a single sales factor $20 billion budget shortfall for 2010-11. The fol-
and a throwback rule, then a multistate firm’s lowing budget in 2011-12 will be challenging as
total taxable income at the state level will be well given the expiration of billions of dollars in
equal to its total nationwide income. As such, temporary taxes. Consequently, we recommend
the playing field between multistate firms and that the Legislature delay any changes in appor-
California-only firms will be level. The same tionment policies for two years.
would also be true if all states used the double-
Overall Approach
weighted formula or the equal-weight three-fac-
In 2009, the Legislature signaled its intent
tor formula. However, the dominant formula now
to follow other states in switching to a single
among the large states is single sales: Texas, New
sales factor. While there is a good case for a
York, Virginia, Georgia, Massachusetts, Illinois,
mandatory single sales approach, providing it as
Michigan, and Ohio all use single sales while
an option creates clear disparities among busi-
only Florida, New Jersey, and North Carolina still
nesses. We recommend that the state replace
use the traditional or double-weighted formulas.
the optional single sales factor with a mandatory
Pennsylvania is in between, with a 75 percent
single sales factor beginning in 2013. This would
weight on its sales factor.
increase state General Fund revenues
Conformity with other states would prevent
by about $215 million in 2010-11 and about
California firms from being placed at a competi-
$700 million in 2011-12 and 2012-13 (due to the
tive disadvantage. Under mandatory double-
delay in implementation). Thereafter, our recom-
weighted sales, a California producer that sells
mendation would increase revenues by up to
into states with single sales could well have total
$100 million each year.
LAO Publications
This report was prepared by Justin Garosi, and reviewed by Michael Cohen. The Legislative Analyst’s Office (LAO)
is a nonpartisan office which provides fiscal and policy information and advice to the Legislature.
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are available on the LAO’s Internet site at www.lao.ca.gov. The LAO is located at 925 L Street, Suite 1000,
Sacramento, CA 95814.
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