|
does not matter what happens on the individual farm.
It is possible to have a total crop failure due to hail or some other spot
loss and receive no payment under a group policy. It is also possible to
receive an indemnity payment under a group policy but suffer no individual
loss.
Effectively, GRP is a put option on expected county
yield. The Group Risk Income Protection (GRIP) is a put option on expected
county revenue. In addition, GRIP insured farmers are offered an additional
endorsement that will provide harvest revenue coverage in the event prices
increase causing a reduction in indemnity payments under the GRIP policy.
This endorsement is very similar to the Harvest Price Option on the Revenue
Assurance policy.
Farmers who select one of the group policies are taking
on the yield basis risk and it can be severe. This is similar to buying a
Kansas City put option on wheat to cover price risk that also contains a
basis risk. The price basis risk is the difference between the Kansas City
price and the local cash price. If the basis is out of line, one has the
alternative of moving the grain to another market location where the basis
is stronger however, one must pay the transportation cost to move the
grain. The yield basis risk in the GRIP\GRP policy is defined as the
difference between the percent county yield loss and the percent individual
farm yield loss but there is no way for farmers to enforce the yield basis
as there is with a price basis risk.
Methods for reducing yield basis risk depend on the
size of the farm. At the extreme, if one is farming the entire county then
the farm yield and the county yield are the same and the relationship is a
perfect fit with no yield basis risk. Therefore, the larger the farm
operation, the more likely the farm yield will be highly correlated with the
county yield. In addition, the more spread out the farm is across the
county the more likely it is to track with the county yield and therefore
transfer risk. However, if the farm is simply a quarter section, as is
often the case with a landlord, then there may be considerable yield basis
risk in the GRIP/GRP policy and it simply will not track with the county
yield. In addition, landlords may not fully grasp the effect of the yield
basis risk or they simply can not afford to take the yield basis risk
because they depend on the rental income for living expenses. Farmers who
elect to utilize a GRIP/GRP policy and understand they are taking on this
additional yield basis risk probably will not want to encourage their
landlords to signup for this type of coverage. Growers will need to know
the risk tolerance and financial needs of their Landlords before discussing
the issue because often times Landlords ask the tenant to signup their farm
under the same crop insurance plan as the farmer has purchased. Under GRIP\GRP
it may work for the farmer but not the Landlord because of size.
Growers can reduce their yield basis risk by buying a
150 percent scaler that allows the producer to increase their crop coverage
or liability by 150 percent. One would expect a larger percentage farm
yield loss than a percentage county yield loss, because one would expect the
individual farm yields to vary more than the county yield. However,
multiplying the larger dollar amount of coverage (liability) by a smaller
percent county loss often times will generate the same indemnity payment
that is being generated by an individual farm APH policy. In the RMA GRIP\GRP
rating model located on the RMA WEB site, the maximum liability that is
quoted has the 150 percent scaler already included.
In addition, the 90 percent coverage GRIP/GRP policies
are subsidized with 55 percent of the premium being paid by RMA indicating
RMA considers 90 percent GRIP/GRP coverage to be the equivalent of 75
percent APH based coverage at the farm level. The lower deductible also
reduces the yield basis risk.
The next step is to consider the historical county
experience with these policies on Kansas wheat and does it fit your farm
before making the decision. GRIP/GRP may be a good buy in your county but
it still may not cover your risk because your farm is highly concentrated in
a local area with little geographic dispersion. Small farm size and
concentration increases the yield basis risk relative to a large farm that
is geographically dispersed.
Analysis was completed for Cheyenne and Rawlins County
Kansas winter wheat. The GRP/ GRIP policies have no practice specified in
these counties. Therefore, the county yield is the total bushels produced
in the county divided by planted acres. In addition, RMA takes these
historical county yields and then does a trend adjustment to generate the
RMA expected county yield. The GRIP\GRP guarantee is based off the RMA
expected county yield. For example, on Cheyenne County wheat the 2005 RMA
expected county yield is 25.2 bushels (table 1). In previous years, RMA has
set the expected yield at a much higher level. For example in 1999, the
expected Cheyenne County yield was 44.4 bushels. Comparing the 2007
expected county yield to the largest historical RMA expected county yield
represents a 43.2 percent reduction in expected yield for 2007 in Cheyenne
County (Table 1).
In addition, the GRP rates were increased in 2005, 2006
and again in 2007. Notice that the rates for the GRIP and GRIP-HRO were
reduced from 2006 to 2007 (Table 1). There were no GRIP rates prior to 2006
because the contract was not offered on Kansas wheat.
The next step in the analysis was to download the
historical county yields from the NASS web site (NASS county yields and
GRIP\GRP analysis for all Kansas counties will be (have been) posted on
AgManager.info). Table 1 contains the historical county yields on a planted
acre basis. Yields are typically lower on a planted acre basis especially
in a dry year because there is a large amount of acreage abandonment.
The next step in the comparison was to simply take the
expected county yield 25.2 bushels set by RMA and calculate what the
indemnity payments would have been over the past 33 years using the 2007 RMA
expected yield and premium rates for 90 percent coverage. Over this period
of time the expected indemnity payment per dollar of premium paid by farmers
under the GRP policy was 97 cents. This means Cheyenne County wheat growers
who purchase this contract would expect to receive back only 97 cents for
every dollar paid in premiums. If one were to assume a 2004 disaster yield
will not occur again and then replaced the 2004 disaster yield with the RMA
expected yield the estimated return would be 39 cents per dollar of premium
paid. At the industry level the grower paid premium plus RMA premium
subsidies dollar would only return 17 cents in indemnity payment, when the
target is one dollar. This suggests growers would expect to get back none
of the subsidy.
While this analysis represents the odds for 2007, it
does not indicate this will be the expected long run payout if one purchases
this contract for the next 10 years. RMA has over the years drastically
changed their expected yield and premium rates as the data in table 1
demonstrates. In addition, when one compares the RMA expected county yield
against the 20 year simple average yield or the 33 year simple average
yield, the RMA expected county yields are substantially lower in this
county. Notice the 20 year wheat average yield is 40 bushels and the 33
year average wheat yield is 33.4 bushels in Cheyenne County. Both yields
are substantially higher then the RMA 2007 expected wheat yield of 25.2
bushels. RMA has reduced the expected county yield from a high of 44.4
bushels in 1999 to 25.2 bushels in 2007 or 43.2% reduction in the RMA
Cheyenne County expected wheat yield. By contrast Rawlins County generated
a 20 year average yield of 36.7 bushels and a 33 year average yield of 33.2
bushels. Both of Rawlins County’s simple average wheat yields were lower
than the same simple average in Cheyenne. However the RMA expected Rawlins
County wheat yield is higher (31.0 bushel) than the RMA Cheyenne expected
county yield (table 1).
Rawlins and Cheyenne are located in the same part of
the state. Both counties have similar 20 year and 30 year simple average
wheat yields and similar standard deviations. Both counties had similar
disaster yields in 2004 and both have very few irrigated acres. Yet RMA has
set the Rawlins expected county wheat yield almost 6 bushel or 23% higher
than the expected county yield in Cheyenne (table 2). Does this make sense?
Some insurance professionals have suggested when GRIP\GRP
premium rates generated expected underwriting losses it is caused by the 150
percent scaler. If the scaler is capped at 100% the loss ratio will not
change because the premiums collected are also lower. The point is the
coverage is reduced by 50 percent but the premiums are also reduced by 50
percent and the loss ratio remains unchanged.
Starting in 2007, RMA also decided to split some
counties wheat yields between irrigated and non-irrigated under the GRIP/GRP
plans. There is no historical RMA expected county yield data or historical
rates to work with in those counties. However, it is reasonable to expect
RMA will make changes as they have done in the no practice specified
counties.
Prior to 1970, NASS yields were not separated between
irrigated and non-irrigated. Therefore, irrigated and non-irrigated yields
prior to 1970 had to be estimated based on the combined practice yield for
the county.
CRC Prices. RMA adapted the CRC price
discovery period for GRIP on corn and soybeans but not wheat. Therefore, the
plant price and harvest price are the same on corn and soybeans for CRC and
GRIP. The Nebraska wheat planting price for GRIP is the September average
closing price of Kansas City new crop September 2007 wheat futures
contract. The volatility will be measured over the 5 trading days prior to
October 1. RMA then has until October 10 to announce the base price and
volatility that will set the 2007 Nebraska GRIP coverage and premiums. There
is only one problem, sales closing is September 30. RMA is telling Nebraska
wheat farmers they will tell them the premium cost after they sign a
purchased policy. Needless to say this will likely limit sales in
Nebraska. Fortunately, Kansas wheat farmers will know the cost for GRIP at
the same time they know the cost for CRC and RA.
How do I use this information? One
simply looks up their county to determine, if there is an offer in their
county. There are 6 Kansas counties that do not have a GRIP/GRP wheat
offer. Secondly, one would look at the historical payouts in relationship
to the RMA expected 2007 wheat yield. One would then want to look at the
farmer paid loss ratio and if it is less than 1.00 then farmers would expect
their premiums paid to exceed their indemnity payments. A farmer paid loss
ratio of 1.00 or less would suggest GRIP/GRP is not a good buy and farmers
would only buy GRIP/GRP if the APH offers were worse. Analysis for each
Kansas county is posted on AgManager.info under this same menu location.
The next step is to check industry loss ratio for the
county and if this loss ratio is less than 1.00 then farmers over the
long-run would not expect to collect all of the premium subsidies in the
GRIP/GRP contract but their indemnities would be expected to exceed their
farmer paid premiums. For example, Cheyenne County has a GRP expected
farmer paid loss ratio of 0.97 meaning farmers would pay in $1.00 and only
expect to get back 97 cents while Rawlings had an expected farmer paid loss
ratio of 1.87. In addition, the Rawlins County industry expected loss ratio
equals 0.84, which means over the long-run these farmers are expected to
capture most of the subsidy.
Using the RMA expected yield being offered in 2007 will
generate an entirely different expected payout then if one had used an
earlier RMA expected yield. The expected yield, under GRIP/GRP policies
have been reduced and in some cases severely reduced over the past several
years (table 1). This reduces the effectiveness of this tool for helping
growers that have had multiple year droughts causing a reduction in their
APH.
Does is make any sense to have wheat yields
trending down? Kansas is normally the number one wheat producing
state in the country. While improving wheat yields has not kept pace with
corn, it is hard to believe there has been negative wheat technology. Why
would one expect wheat yields to trend down due to negative technology? A
more likely scenario causing these declining yields is short run weather
issues. GRIP/GRP is the one product which could accommodate a longer run
look at yields and remove the short run effect of weather.
In addition, some analysts have questioned whether it
makes sense to trend adjust for technology at the county level. They have
argued any trend adjustment for technology should be applied at a much
higher aggregate level, for example district yields or even state yields.
The argument simply is applying trend adjusted yields at a higher aggregate
level removes both the positive and negative impacts caused by short run
weather issues. It is exactly the opposite situation on Illinois corn,
where RMA trend yields have been trending up at a significant pace. If
those trend yields do not represent long-run expected yields then indemnity
payments will exceed premiums causing underwriting losses. The same thing
could be argued on Kansas wheat but with the reversed argument caused by RMA
estimated downward trending wheat yields. It is very unlikely farmers in
those counties projecting underwriting gains will purchase the product while
some farmers will buy in counties that are generating underwriting losses
causing the entire book of business to have underwriting losses.
GRIP\GRP Could Provide a Real Alternative to APH.
RMA is projecting lower yields than the simply average yield over an
intermediate period of 20 years or even a longer period of 33 years in
Rawlins and Cheyenne Counties. Using a simple average assumes no
improvement in technology. An expected yield that is lower than the long
run average yield assumes yields are declining caused by negative technology
or change in production practices on a wide scale, for example a reduction
in irrigated acres. One can rule out irrigation because less than 5% of the
wheat acres are under irrigation in these two counties (table 2). It is
true improved wheat technology has not kept pace with corn but why would one
assume a negative technology trend on Kansas wheat? It is more likely RMA’s
mathematical models are picking up recent weather events that have caused
abnormally low yields.
If there was ever a product that could be based on a
long-run expected yield and remove short term weather phenomenon, this is
the product. As often has been pointed out under the APH program after a
claim the next’s years guarantee is lower, unlike normal property/casualty
insurance. If an insured has a car wreck the new car will be insured at the
full value not at some reduced value because the insured had an auto claim
on the previous car, however premium rates might increase.
That same principle could be applied to county yields
since RMA is no longer dealing with an individual grower. The data suggests
some of the earlier guarantees were too high relative to the long-run
expected payout and the reverse is probably true today. In addition, some
of the projected loss experience even with these reduced yields suggests the
rate maybe insufficient to make this product actuarially sound. The point
is growers will simply tend to buy the product in counties that generate
expected payouts exceeding their dollars of premium paid and in counties
that do not generate payments in excess of their premium dollars they will
not buy. This will further increase any bad loss experience.
If RMA is going to simply reduce GRIP\GRP expected
yields following short run trends, as clearly demonstrated by the data in
table 1, then there is little to be gained by offer GRIP\GRP (RMA is working
with 35 years of data but because of their trend adjusting method the effect
is following short run yield trends). If RMA would set expected yields base
on long run yields, then growers would have an alternative when they are
caught in a multiple year drought.
In addition, RMA needs to provide the final price and
volatility used to set GRIP premiums before sales closing. Currently Kansas
wheat farmers are provided these values about 10 days before sales closing
but the Nebraska GRIP premiums are not set until after sales closing. The
Nebraska wheat GRIP price discovery period is the 30 day average closing
price of September 2007 KCBOT wheat and the most recent 5 trading days
average volatility prior to October 1 that will be announced after September
30 (RMA has until October 10 to make the Nebraska wheat GRIP base price and
volatility announcement) but sales closing in Nebraska is September 30 (this
also true in other states, such as Illinois). RMA changed the GRIP
corn\soybean prices to match the CRC prices but they did not follow the same
procedure on wheat, which would have been a simple fix.
GRIP/GRP County Analysis. The
historical county yields and expected GRIP\GRP rates for each county are
posted on AgManager.info under a separate document.
|