(Editor's notes:
These criteria have been superseded by the article titled "Taiwan
Residential Mortgage-Backed Securities Rating Criteria,"
published on March 3, 2009)
Property
Review and Trends
One of the difficulties
in analyzing real estate trends in Taiwan is the lack of a central
repository of housing prices. While the government does not provide
any indices for tracking property prices, some information is available
from private companies. For example, some real estate prices have
been tracked in the index produced by Taiwan Real Estate Research
Center between 1971 and 1999 (see graph 1) and Sinyi Realty Property
Price Index since 1991 (see graph 2). Using these sources of data,
supplemented by interviews with large domestic commercial banks,
property research firms and academics, Taiwan Ratings Corp. and
Standard & Poor's have found that the real estate cycle in Taiwan
was longer than elsewhere in East Asia, except for Japan. A real
estate cycle (from peak to trough) on average lasts seven years
in Taiwan, but the current cycle has persisted for 12 years. Since
1971, Taiwan has experienced three identifiable phases and each
phase was influenced by different factors, including, government
policies, government fiscal stimulus and macroeconomic factors such
as economic growth, unemployment rates and demographics. Moreover,
property prices in different regions of Taiwan have tended to move
in a correlated manner.
Graph 1: Taiwan Real Estate Research Center
Index
Source: Taiwan Real Estate Research Center
Phase I (1971-1986)
Before 1986, the change in property prices was not significant compared
with that in later phases because, during phase I, the island's
economy was growing rapidly with per capita income increasing to
US$3,646 in 1986 from US$410 in 1971. During this period, the most
significant issues affecting property prices was the oil crisis
in 1973, causing property prices in Taiwan to drop. However, real
estate prices recovered within two years, corresponding with Taiwan's
economic growth and low unemployment at that time (see Graph 3).
Phase II
(1986-1991)
Real estate prices rose sharply during the period of 1986-1991.
Property prices grew by over 300% in major cities in Taiwan. The
booming real estate market was the result of a strong trade surplus
in the 1980s due to increasing exports to the U.S. Because of a
strong trade surplus, in conjunction with restrictions on foreign
exchange, money supplies in Taiwan increased. However, as the domestic
market's investment instruments were few, stock and real estate
markets became key investment channels. During phase II, the Taiwan
Stock Exchange Capitalization Weighted Stock Index (TAIEX) increased
from 2,300 points in 1988 to 12,000 points in 1990 and real estate
prices more than tripled in Taiwan's major cities. As a result of
the surge in property prices, the government adopted measures to
slow the market, such as reducing credit extensions by banks to
real estate companies in 1989 and 1990 and raising the bank rediscount
rate to 7.75% in 1989 from 4.5% in the same year.
Phase III
(1991-2002)
During the 1991-2002 period, real estate prices began to drop following
a peak in early 1990s. The downturn of the property prices was mainly
because of the drop in the stock market to 2,500 points in October
1990 from a record high of TAIEX 12,000 points in February 1990.
During phase III, the government adopted several new policies that
affected the real estate market. By the end of 2002 property prices
in Taipei City had dropped by around 20%, Taipei County 30%, Taichung
area (central Taiwan) 40%, and Kaohsiung area (southern Taiwan)
50%.
Various events
negatively affected real estate prices between 1991 and 2002. For
example, the political tension between mainland China and Taiwan
in 1995 and 1996 caused Taipei City's housing prices to 6% drop
according to the Sinyi Realty property price index, but prices later
rebound by around 4% in 1997. The Taichung and Kaohsiung areas both
fell by 4%-8% annually during most of phase III. Reduced economic
growth as a result of structural economic changes in Taiwan and
domestic fund flowing to mainland China were also key factors negatively
affected property prices. The gross domestic product (GDP) growth
rate of Taiwan fell to negative 2.18% in 2001 from 7.60% in 1991.
Another factor pressuring real estate prices was the housing oversupply
in market. Taiwan's housing vacancy rate climbed to 17.6% in 2000
from 13.3% in 1990.
Taiwan's economy
is undergoing a structural change, such as increasing numbers of
Taiwanese manufacturers moving to mainland China, consequently quick
growth of real estate prices like that of the late 1980s is not
likely to be repeated in the near future. Property prices in Taiwan
are not expected to rise, neither are they expected to drop further
as a result of housing oversupply problem. Going forward, Taiwan's
macroeconomic conditions and government policies are expected to
be the main factors affecting the performance of the property market.
Moreover, the advantages and disadvantages on increasing business
interaction with mainland China are expected to force change and
pose challenges in Taiwan's economy.
The government
has tended to act as a market stabilizer in the domestic property
market. For example, the government has given residential mortgage
loan subsidies of NT$800 million to homebuyers since 2000 and requested
that banks reduce mortgage rates in 2002 to stabilize the downward
movement of property prices. Taiwan Ratings expects the government
to continue to support the real estate market.
Factors Affecting Housing
Market supply and demand
The supply of residential housing can be tracked using statistics
released by the Ministry of Interior. A key driver of the housing
oversupply in the 1990s was rapid property development by real estate
developers and construction companies in expectation of a maximum
floor area ratio (ratio of floor space of built land to total land)
set by the government in 1994. Since the floor area ratio was limited
to the total floor area of new buildings, real estate developers
and construction companies sped up construction of new buildings
before the ratio was implemented. Graph 5 shows that the number
of construction permits for residential building granted by the
government increased significantly between 1992 and 1994. With the
completion of building construction, which generally take two years,
the number of occupancy permits granted by the government reached
its peak in 1994 and 1995.
The demand of
property can be tracked with the housing vacancy rate and the household
formation figures. Home ownership is high in Taiwan. According to
an island-wide household census conducted in 2000, the percentage
of home ownership was 82% in 2000, slightly higher than 78% in 1990.
Household formation has been slow over the past twelve years, peaking
at a growth rate of 3.5% in 1996, but dropping to less than 2% since
2000. The slow formation of new households explains a weak demand
in housing. According to a household census conducted by the government
every decade, the average housing unit vacancy rate in Taiwan was
17.6% in 2000, an increase from 13.3% in 1990. The vacancy rate
in Taipei City, which was 12.2% in 2000, was the lowest among major
cities in Taiwan. This is because Taipei City is the capital and
financial center of Taiwan with the strongest economy. With reduced
construction permits granted in recent years, the housing vacancy
rate is not likely to increase further or to reduce rapidly.
Table
1: Vacant Housing in 2000 and 1990
|
Area |
End
of 1990
|
End
of 2000
|
Vacant
housing units
|
Vacancy
rate (%)
|
Vacant
housing units
|
Vacancy
rate (%)
|
Taipei
City |
71,007
|
9.4%
|
101,102
|
12.2%
|
Taipei
County |
144,354
|
16.7%
|
221,531
|
17.4%
|
Taichung
City |
41,385
|
19.7%
|
101,916
|
26.0%
|
Kaohsiung
City |
57,868
|
16.2%
|
82,275
|
16.5%
|
Taiwan
Area |
674,317
|
13.3%
|
1,228,798
|
17.6%
|
Source:
Directorate - General of Budget, Accounting and Statistics
Relationship Between Property Prices and Macroeconomic Factors
To determine what economic indicators may correlate with property
price movements, Taiwan Ratings and Standard & Poor's analyzed
the relationship between the property index (Sinyi Realty property
price index for the period of 1991-2002) and several economic indicators
including economy growth rate, unemployment rate, stock market index
and interest rate on residential mortgages.
Economic
growth
The property index moves in somewhat the same direction as the macroeconomic
growth in Taiwan. As shown in the graph 7, when Taiwan's economic
growth index rebounded in 1997, so did the property index. However,
while the economy grew in 1998 and 1999, the property index declined.
The property index dropped significantly in 2001 when the economic
growth rate also dropped to negative 2.18%.
Unemployment
rate
The unemployment rate is somewhat inversely correlated with property
prices. When the unemployment rate has gone up, property price index
has tended to go down as shown in graph 8. Taipei's unemployment
rate and property price curves have been less volatile than those
of the rest of Taiwan. In 2002, the unemployment rates of both Taipei
City and the rest of Taiwan climbed but the property index did not
drop because several measures taken by the government, such as the
introduction of government subsidy programs for homebuyers and reduced
interest rates, pushed property transaction volume up and stabilized
the property market.
Stock market
index
The stock market index and the housing index in Taipei City are
somewhat positively correlated. The housing index in Taipei City
rose by 4% in 1994, while the TAIEX increased by 48%. In 1995, the
Taipei City housing index dropped by 3% and, in the same period,
the TAIEX decreased by 11%. In 1997, Taipei City housing index increased
by 3.5% and TAIEX increased by 40%. In 1998, the Taipei housing
index and TAIEX both dropped by 2% and 8%, respectively. In 2001,
the Taipei housing index dropped by 12% and the TAIEX fell by 37%.
The relation between the TAIEX and housing index in Taiwan is less
relevant than other factors, such as oversupply, which has a more
significant impact on property prices.
Mortgage
interest rate
Statistics on mortgage interest rates have been available since
only the middle of 1994. The mortgage interest rate is the average
rate charged by Bank of Taiwan, Taiwan Cooperative Bank, First Commercial
Bank, Hua Nan Bank and Chang Hwa Commercial Bank, together representing
around 30% of the mortgage lending market. Although interest rates
have gradually declined, this has not led to an increase in housing
prices. This could be because of uncertainty about Taiwan's overall
economy.
Competition
among banks led to price wars, the introduction of a variable rate
mortgage, and a low interest rate environment lowered the cost for
borrowers. This may explain why the property index in Taiwan stabilized
in 2002.
Information
on Residential Loans
Residential loan market size
Total mortgage loans extended by financial institutions, including
banks (domestic and foreign) and insurance companies (life and non-life),
was almost NT$4 trillion at the end of 2002 (see graph 11). Domestic
banks accounted for 84% of total mortgages in 2001, followed by
life insurance companies, representing 14%. Taiwan has 52 banks
but the top five banks command around 39% of the total bank mortgage
market. The mortgage loan market has grown slowly since 1997 and
even declined slightly in 2002. Loan growth is expected to remain
tepid and the mortgage origination of banks is expected to come
mainly from loans transferred from other banks.
Residential
loan underwriting
When a financial institution underwrites a residential mortgage
loan, the most important documents that the borrower is requested
to submit are the land registration certificate and building registration
certificate issued by the Land Registration Office to ensure the
ownership and lien of the property. As the property is pledged to
the financial institution as collateral, the property has to be
filed with the Land Registration Office to change the title of the
lien. When the mortgage is transferred from other banks, there is
a few days lag for the new lender to obtain the title on the lien
after it extends the loan to the borrower to pay back the previous
loan. In Taiwan, property transfers are not entrusted to lawyers
or notaries, which would ensure a clean closing, and proper transfer
of funds and legal title of property. The current title transfer
system therefore exposes the refinancing bank to an unsecured position
or at best a second lien position.
Taiwan property
prices are not transparent because no comprehensive official statistics
to track the transaction prices of property exist. Domestic banks
generally rely on their internal property appraisal and check the
most recent transaction prices of similar properties with real estate
agents to decide the value of the underlying property on residential
loans. As a result, it is possible for the lender to be more aggressive
in evaluating the value when real estate market conditions are good
and vice versa.
The Joint Credit
Information Center (JCIC) provides information on individual loans,
including bank lines and balance, as well as delinquent status (overdue
for 180 days) of all borrower's loans (including credit cards) to
all banks in Taiwan. The JCIC is an established island-wide online
credit bureau, and is a regular source of credit information for
member banks. Under Taiwan's system, banks are obligated to report
information, and the database is updated monthly.
Before 2002,
interest rates on non-subsidized residential loans were mainly based
on the bank prime rate, which is adjusted significantly slower than
market interest rates. The adjustable rate mortgage loan, which
uses the savings deposit rate as a benchmark, was introduced in
the first quarter of 2002. This interest rate benchmark change,
in conjunction with price competition by banks, sparked a flurry
of refinancing as borrowers switched to adjustable rate mortgages.
The government
does not restrict a bank's ratio of loans to value. In practice,
the prevailing ratio of loans to value for a new origination has
been 70% since 2001. Many banks have reduced their loan to value
levels starting from 2001 because of the deterioration of the Taiwan
economy and higher unemployment rates. Banks have already tightened
their underwriting policies since 2001 by reducing their ratios
of loans to value for new mortgages (averaging 70% compared with
more than 80% before) after Taiwan's unemployment rate increased.
However, competition among banks as a result of the introduction
of adjustable interest rate mortgages in 2002 may cause some banks
to increase their ratios of loan to value for loans transferred
from other banks. This situation is expected to be remedied after
all banks apply adjustable rates on mortgages.
Government
subsidy programs
To alleviate the debt burden of homebuyers and to help promote the
real estate market, the government has introduced several types
of government subsidy programs. The two main ones are a general
subsidy and a subsidy for first time homebuyers.
Under these
schemes, the government allocates a quota to banks based on their
market share. Consequently, larger banks have a larger portfolio
of government subsidized loans. The borrower pays interest rates
charged by financial institutions net of the subsidized amount.
Financial institutions get refunds for the subsidized portion from
the government on a monthly basis. Typically, there is a time lag
(from two months to a maximum of nine months) for the government
to remit the subsidies back to the financial institution. The borrower
is not eligible to be subsidized if the loan has been in arrears
for six months or more. The government's claim to liquidation proceeds
are subordinate to the lender, and will only be reimbursed for accrued
interest if excess funds are collected from the disposal of collateral.
There are several
subsidy programs extended by different government divisions to different
parties. The major ones are the "House Purchase Project Loan",
the "Youth First House Purchase Low Interest Rate Project Loan"
and the "Youth First House Purchase Incentive Rate Loan and
Credit Guarantee".
1.
House Purchase Project Loan: |
Sponsors:
|
Ministry
of Interior, Ministry of Finance, and Central Bank
|
Size
of Program:
|
NT$200
billion annually from 2000 to 2003
|
Eligible
Applicants:
|
Resident
of Republic of China over 20 years old
|
Max.
Allowable Loan:
|
Taipei
City - NT$2.5 million per household, Other areas - NT$2MM
per household
|
Subsidies:
|
0.85%
in 2000 and 2001, 0.45% in 2002, and 0.25% in 2003
|
Other
Conditions:
|
Borrower
must live in the home, borrower can apply for other subsidy
programs
|
Priority
of Government upon Liquidation: |
Subordinated
to the lending bank |
2.
Youth First House Purchase Low Interest Rate Project Loan: |
Sponsors: |
Ministry
of Interior, Ministry of Finance, and Central Bank |
Size
of Program: |
10,000
eligible applicants annually from 2001 to 2007 |
Eligible
Applicant: |
Republic
of China resident age between 20 and 40,Low income family in
the bottom 20% income group |
Max.
Allowable Loan: |
NT$2.2
million per household |
Interest
Rate: |
3%
for the first seven years, postal savings two-year deposit rate
plus 1% starting from year eight |
Subsidies: |
Mortgage
interest rate of the lending bank net of 3% in the first seven
years of the loan tenor, no further subsidy starting from year
eight (banks obtain funding from postal savings) |
Other
Conditions: |
First
time homebuyer, not subsidized by other programs, up to 5 years
interest grace period |
Priority
of Government upon Liquidation: |
Subordinated
to the lending bank |
3.
Youth First House Purchase Incentive Rate Loan and Credit Guarantee: |
Sponsors: |
Ministry
of Interior, Ministry of Finance, and Central Bank |
Size
of Program: |
NT$120
billion from Aug. 2000 to Aug. 2001 |
Eligible
Applicant: |
Republic
of China resident age between 20 and 40 with stable income source |
Max.
Allowable Loan: |
NT$4.5
million in Taipei, NT$3.5 million outside Taipei |
Interest
Rate: |
Two-year
postal saving rate plus 1% |
Subsidies: |
0.85% |
Guarantee
limit: |
20%
of the subsidized loan |
Guarantee
fee: |
0.4%
(0.2% each paid by the bank and borrower) |
Other
Conditions: |
First
time homebuyer Guaranteed loan has senior priority in principal
repayment, should the borrower defaults, the guarantee fund
is to compensate the creditor if proceeds collected from collateral
disposal are insufficient to repay the guaranteed amount. |
Priority
of Government upon Liquidation:
|
Subordinated
to lending bank on subsidized loans, senior to lending bank
on guaranteed loans
|
Property
transaction process
The buyer
After a homebuyer purchases a property, the buyer is required to
register with the respective Land Registration Office, depending
on which district the property is located in, to change the title
of the property. The registration certificate lists the transfer
date, property size and owner of the land and building and title
of the lien, if any. The registration is generally processed through
a land notary and it takes one day to change the property title
after filing with the Land Registration Office.
Costs for buying
a property include: (1) deed tax of 6% calculated on the value of
the house estimated by the government (factor of valuing a property
includes cost of construction, number of floors of the building,
and location of the building such as facing a main road); (2) stamp
duty of 0.1% of the estimated value of the house; (3) registration
fee of 0.1% to Land Registration Office calculated on the estimated
value of the house by the government and the public land price;
(4) lien registration fee of 0.1% calculated on the amount to be
registered as lien; and (5) land scrivener fee of around NT$5,000
to process on behalf of the buyer.
The seller
Upon the sale of a property, the seller is required to a pay land
value incremental tax (LVIT). The LVIT is calculated based on the
difference between the official current land value (OCLV) when the
property was previously transferred and at the time of the current
sale. The LVIT is a progressive tax rate of 40%, 50% and 60%. For
housing bought for personal use, each individual can enjoy a favorable
LVIT rate of 10% once in a lifetime. Due to the lackluster real
estate market in recent years, the government has announced a reduction
to the LVIT rate by half to 20%, 25% between February 2002 to February
2004. The reduction in the LVIT positively affected property transaction
volume in 2002 (see graph 12).
Factoring
LVIT into loss ratio
Because the seller pays the LVIT upon sale of a property, a bank
(creditor) receives proceeds net of the LVIT from final auction
of the property. The LVIT is determined by several factors: (1)
the time elapsed since the property was previously purchased, (2)
the result of the auction price and, (3) the amount of space the
building on the land occupies. A seller is likely to have to pay
a much higher LVIT if the land was purchased before 1990 when there
was a large adjustment of the OCLV by the government. Moreover,
if the final auction price was lower than the OCLV of the property
when it was transferred the previous time, the bank (seller) is
not required to pay the LVIT because it has not earned capital gains.
Assuming the property conditions are the same, the LVIT of a condominium
is lower than that of a detached house, because condominiums only
share a certain percentage of the land appreciation while a detached
house bears 100%.
When considering
a bank's loss ratio, the LVIT is taken into account. A bank's losses
from the LVIT are mitigated by the amount of loan extended to the
borrower that is net of the LVIT at the time of origination. In
the event that there is a large increase in OCLV at the final auction
of the property, the bank (creditor) is not likely to have its recovery
reduced from paying the LVIT.
Foreclosure
process
A financial institution starts the collection process after a loan
has been classified as delinquent. To mitigate the loss, the financial
institution may consider an alternative loss mitigation method such
as deed-in-lieu where the borrower is able to process the disposal
of the property through the bank's waiver of its lien on the collateral.
To mitigate the bank's risk, it processes only the removal of its
lien on the collateral after it receives proceeds from the purchaser.
The bulk of
the disposed collateral is processed through a legal enforcement
process using a court auction. In practice, the first auction is
conducted approximately six months after the creditor files with
the court to obtain the execution title on a mortgage foreclosure
decree. The property price of the first auction is set by the court
according to its appraisal. If the first auction fails, there can
be up to two subsequent auctions solicited by the court held a minimum
of 30 days after the previous auction. The auction price is 20%
lower than the previous auction price. If the third auction fails,
the property goes into a special auction petitioned by the creditor.
The enforcement execution will be withdrawn if there is no petition.
After final sale, the court will distribute the proceeds (net of
LVIT) to the creditor according to lien seniority on the property.
Generally, the legal process from filing to case closed takes about
1.5 years to 2 years to complete.
In order to
speed up recovery, financial institutions sometimes foreclose on
the property if the auction price is considered acceptable and will
take title ownership of the property. The property is either outsourced
to an agent for sale or disposed by the bank.
Loss experience
Bad loans are mainly recovered through the disposal of property
from court auction. According to data collected from banks in 2002,
recoveries by banks against all types of real estate located in
Taipei City were generally the highest, while in the rest of northern
Taiwan, including Taipei county, Taoyuan City and Taoyuan County
and Hsinchu City and Hsinchu County, recoveries have is in the middle
level. Mortgage losses generated in other regions, including central
and southern Taiwan have been higher than those of northern Taiwan.
Since recovery data depend greatly on the year of origination, this
information is not relevant to determining loss severity. Nonetheless,
this information confirms some points of relativity when looking
at loss severity.
Earthquake
risk
On Sept. 21, 1999, Taiwan, an island prone to earthquakes, was hit
by the most serious earthquake in a century. The earthquake, measuring
at 7.3 on the Richter scale, with the epicenter in the middle of
Taiwan, caused the collapse of 40,000 units (including houses, factories,
and schools), partial damage to another 40,000 units and killed
of 2,300 people in six counties in central Taiwan, including Miaoli,
Nantou, Taichung, Changhwa, Chiayi and Yunlin.
According to
estimates by banks, only about 1% of Taiwan's total loans were affected
by the quake. This was because the most seriously affected areas
were mainly agricultural economic zones with lower densities of
residences. At the time of the earthquake, earthquake insurance
was not offered in Taiwan for residential mortgages. The government
announced a moratorium on affected mortgage debt payments in 1999,
allowing a five-year grace period on principal and an 18-months
grace period on interest.
Banks were also
entitled to proceed with normal lending practices after the grace
period, and to seek recourse from borrowers. Although the program
extended the grace period on loan payments, these affected loans
are deemed unrecoverable and banks tend to write them off without
pursuing collection. In 2002, the government mandated that all newly
generated mortgage loans shall be insured for earthquake insurance
for a fixed amount of NT$1.2 million. For large cities such as Taipei,
this insurance represents less than 60% of the value of average
mortgages. For an average size home (approximately 30-40 pings )
in Taipei City and Taipei County, the earthquake insurance covers
40%-60% of replacement costs. For locations that are further away
from the business hubs, the earthquake insurance should cover a
substantial cost of the rebuilding.
Rating Methodology
for Taiwan RMBS
The rating methodology for calculating credit risk for Taiwan residential
mortgage loans is based on the analysis of macroeconomic data, real
estate characteristics, historical real estate performance, financial
institution residential loan delinquency, and foreclosure experience
through different economic cycles or stresses.
An analysis
of these factors will determine the characteristics of a benchmark
pool and the associated default frequency and market value decline
levels of the benchmarked pool. Market value decline levels, which
together with other liquidity costs, result in a loss given default,
or loss severity. Adjustments on the default frequency and loss
severity assumptions will be made when the securitized pool deviates
from the benchmark pool. The adjustments will affect the expected
credit loss amount and therefore, differences to the required credit
enhancement.
Geographical
and regional economic conditions differ in Taiwan. This is reflected
in the performance of residential mortgages, and also, in the liquidity
and resale value of homes. Geographic diversification reduces risk
to the portfolio because of differing economic cycles and reduces
the earthquake risk.
The benchmark
pool is classified into (1) Taipei City only (2) other northern
metropolitans, including Taipei County, Taoyuan City and County,
and Hsinchu City and County only, (3) central Taiwan and other northern
regions not included in the above and Ilan in the north east of
Taiwan, and (4) southern and eastern Taiwan.
To determine
geographic diversification to mitigate earthquake risk, where available
for ratings purposes, Taiwan Ratings Corp. will request mortgage
portfolios be broken down by zip code.
Benchmark
Pool |
Pool
Size: |
Minimum
300 loans. |
Loan
seasoning: |
Minimum
one payment made. |
Max
loan size: |
Taipei
City - NT$6 million Other areas - NT$3.5 million |
Loan-to-value
ratio: |
Maximum
70%. |
Loan
type: |
Fully
amortized. |
Loan
term: |
25
years. |
Security:
|
First
ranking lien on freehold land and building . |
Property
type: |
Owner-occupied,
apartment/condo units. |
Geographic
dispersion: |
(1)
Taipei City only - maximum 75%
(2) Northern metropolitan area including Taipei County/Taoyuan(city/county)
/Hsinchu(city/county) only - maximum 40%
(3) Central Taiwan and other northern Taiwan (including Ilan
in upper east Taiwan) - maximum 25%
(4) Southern and eastern Taiwan - maximum 25% exposure by postal
code - Taipei City - 10% maximum exposure by postal code - all
others - 5% |
Property
age: |
Less
than 10 years at the time of securitizing, unless deemed in
good condition and in prime location (next to good transportation
amenities) |
Borrower
status: |
Individual
not company. |
Borrower
residency: |
Domicile
in Taiwan. |
Borrower
employment status: |
Salaried
or professional. |
Borrower
credit: |
No
negative credit history. Clean payment record on mortgage loans
and other loans held with the originator for the past six months. |
Borrower
age: |
Between
20 and 60 years old |
Loan
record: |
Mortgage
loan or other borrowings with the originator that have not been
restructured for credit reasons within 24 months and loan is
current at closing. |
Loan
repayment: |
Auto
debit from the borrower's account . |
Use
of funds: |
To
purchase home or to refinance existing mortgages without taking
equity out |
Loan
interest: |
Fixed
and variable. |
Insurance:
|
Earthquake
insurance coverage is according to the official limit. Fire
insurance to cover at minimum the replacement cost. |
Market value
decline
The market value decline assumption is based on an assessment of
the Taiwan property market. Four sets of market value decline ratios
are assumed for four regions based on loss experience, real estate
status and macro economic conditions. The four regions are (1) Taipei
City, (2) Northern Taiwan, including Taipei County, Taoyuan City
and County and Hsinchu City and County, and (3) central Taiwan and
other parts of northern Taiwan, and (4) southern and eastern Taiwan.
Loss severity
Loss severity is calculated based on the original loan to value,
stressed market value decline, and costs associated with the possession
and disposal of the property. For example, the assumptions that
determine loss severity for a 'twAAA' rating are:
* 70% loan-to-value ratio;
* 24 months accrued interest at 9%;
* An average of 1.5 auctions to sell each property;
* Cost to sell at 4% of new market value; and
* Other costs at 3% of total loan balance.
The cost for
disposing of a foreclosed property includes filing for the auction
process and miscellaneous administration costs. One auction is assumed
for property from all areas, however, for 'twAAA' rating scenarios,
Taiwan Ratings will assume that the entire portfolio requires 1.5
auctions, i.e., about 50% of the portfolio would be subject to two
auctions. The auction discount will be monitored over time and will
be reduced as warranted. A loss severity calculation is determined
as follows:
Table 2 -
Loss Severity Calculation
(Taipei
City) |
twAAA
|
Original property value
Less: 30% decline in market value
Equals: New market value (NMV)
Less: 30% off from NMV due to court auction*
Equals: liquidated value
Less: Loan balance (70% of original LTV ratio)
Equals: Principal loss
Less: Foreclosure costs
24 months accrued interest at 9%
Selling costs (4% of new market value)
Legal and other costs (3% of loan balance)
Total loss
Loss severity (total loss/loan balance)
|
NT$
1,000,000
300,000
700,000
210,000
490,000
700,000
-210,000
-126,000
-28,000
-21,000
-385,000
55%
|
*
30% for twAAA; 20% for others
Credit loss
Credit loss determines the amount of pure credit risk or the likelihood
of a loss associated with the performance of the portfolio for a
particular rating. The ultimate credit support for a transaction,
however, is determined by cash flow analysis and by other structural
risks, such as interest rate risk, setoff risks and commingling
risks, that must be mitigated.
Table 3 -
'twAAA'-'twBBB' Credit Loss Calculation for Benchmark Pool (%)
|
Default Frequency
|
Loss
Severity
|
Credit
Loss
|
Market
Value Decline
|
|
twAAA
|
twBBB
|
twAAA
|
twBBB
|
twAAA
|
twBBB
|
twAAA
|
twBBB |
Taipei
City |
11
|
5
|
55
|
32
|
6.1
|
1.6
|
30
|
18
|
Northern
Taiwan |
11
|
5
|
61
|
38
|
6.7
|
1.9
|
36
|
24
|
Central
Taiwan |
11
|
5
|
72
|
52
|
7.9
|
2.6
|
48
|
36
|
South Taiwan |
11
|
5
|
72
|
52
|
7.9
|
2.6
|
48
|
36
|
Other
Consideration Affecting the Securitized Pool
The rating evaluation begins with a comparison of a loan pool to
the benchmark pool since most pools do not have the same characteristics
as the benchmark pool. Adjustments are made to the default frequency
and loss severity assumptions of the benchmark pool to reflect greater
or lower risks associated with the actual loan pool. Factors that
may affect the default or loss severity of a pool varies. The following
are major considerations affecting adjustments:
Pool size
To perform a meaningful statistical analysis, a portfolio of at
least 300 loans is needed. For portfolios with less than 300 loans
but more than 100 loans, a small pool penalty will be applied to
capture increased uncertainty due to a smaller sample.
Loan seasoning
The benchmark portfolio requires a minimum of one month of payment
history, though seasoned loans, i.e., mortgages that have been outstanding
for a significant period of time, are preferred. For mortgage portfolios,
the loss curve is front loaded, meaning that, on average, problem
loans tend to surface within the first 12-18 months for first time
buyers, and most of the portfolio losses would be captured within
the first five to seven years. To the extent that a loan has seasoning
in excess of 18 months, adjustments to default frequency may be
made to reflect the lower risk of default. To the extent a portfolio
has seasoning in excess of seven years, the borrower has built up
equity in the property, and the probability of default is reduced.
Size of residential
mortgage
The size of a residential mortgage loan is factor for determining
its credit quality. During economic downturns, defaulted loans are
more at risk because borrowers may have reduced cash flows to service
debts and liquidity for luxury properties is low. Such illiquid
property can often be liquidated only at a large discount.
Size of property
The size of property may be used as an alternative to the size of
the mortgage. A property size that deviates from the normal range
will usually be less liquid and may result in greater market value
declines. A normal sized housing unit may differ in a city and in
a county where population densities differ. For Taipei City, the
normal property size (including public area) ranges between 20 pings
(1 ping is 3.3 square meters) and 50 pings. Housing units that are
smaller than 20 pings are mainly for young individuals and couples
who are purchasing their first homes. Properties between 50 pings
to 80 pings, the deluxe level, and those over 80 pings, the luxury
level, are more sensitive to market value decline in times of macroeconomic
distress. The normal property size outside Taipei is generally more
spacious because of the large gap in property prices between Taipei
City and other regions of Taiwan. Nevertheless, larger property
outside Taipei is also relatively less liquid in the secondary market.
Loan-to-value
(LTV)
The loan-to-value ratio is defined as the mortgage balance (net
of land value incremental tax at origination) divided by the value
of the property used as collateral to secured the mortgage. The
loan-to-value ratio is a key factor that determines loss severity.
As one would expect, loss severity increases as the ratio increases.
When faced with financial distress, borrowers with higher loan-to-value
ratios have a higher propensity to default as they have less equity
at risk.
Loan repayment
type
The majority of the residential mortgages in Taiwan are amortizing
loans with an average tenor of 25 years. An amortizing loan enables
a borrower to make monthly principal and interest payments. Because
the loan principal is reduced over time, the risk of loss upon default
is lower than that with a balloon mortgage where the entire principal
balance is due on the maturity date. Moreover, the likelihood to
default decreases over time as the borrower, through repayments,
builds up more equity in the home.
Loan purpose
The purpose of a loan is another important factor for determining
portfolio risk. The benchmark pool includes only owner-occupied
loans for freehold. In Taiwan, land is predominantly freehold. When
a property is occupied by the owner, the borrower has a strong incentive
to keep the mortgage current. Investment properties, tend to perform
worse and therefore a penalty is applied to the default frequency
for such related mortgages.
Loans for purchasing
a property or for refinancing of a property can form part of the
securitized pool. Refinanced loans with cash out (i.e., where the
borrower refinances his mortgage and obtains a larger loan) are
higher risk, as the equity at risk to the borrower is smaller. For
rating purposes, refinanced loans with cash out would attract a
penalty.
Borrower
status
Based on data and discussions with banks, the employment status
of the borrower is important for determining risk. Salaried employees
or professionals, default less frequently than waged employees,
commissioned-based employees or the self-employed. This is because
the sources of income for such individuals are relatively uncertain,
especially during an economic downturn.
Loan record
At closing, the benchmark pool requires that the loans are current.
A delinquent loan suggests problems and therefore, if included in
the securitization portfolio, such loans would be deemed to have
a higher likelihood of default. Similarly, past payment history
is a good predictor of loan quality. A penalty is applied to the
default frequency for loans where the borrower has frequently made
late payments.
Insurance
In Taiwan, fire insurance is mandatory on property purchased with
residential mortgages. Fire insurance coverage must cover the replacement
cost of the building. Earthquake insurance has been mandatory on
property purchased with a residential mortgage since April 2002.
Earthquake insurance coverage is fixed at NT$1.2 million. Flood
insurance may also be required depending on the location of the
property. The beneficiary of earthquake insurance, and all other
types of insurance, should be the lender for the amount of the loan
outstanding. Property without insurance may have a higher loss severity
should a catastrophe occur and therefore, would result in the need
for increased credit support.
Geographic
concentration
In the benchmark portfolio, some amount of geographic dispersion
is considered appropriate. Given the economic strength of Taipei
City relative to all other areas in Taiwan, the benchmark pool allows
up to a maximum of 75% of the exposure to be homes in Taipei City.
To ensure diversification within Taipei City and to mitigate earthquake
risk, concentration for each postal code may not exceed 10%.
Servicer
strength
A servicer is responsible for collecting interest and payments for
a loan. The quality of the servicer in any transaction can increase
or reduce losses for investors. A service with a strong collection
mechanism may be able to better identify and collect on delinquent
loans and therefore the likelihood of losses should be less.
Affordability
Few
lenders perform debt-to-income analysis in Taiwan. However, this
is slowly changing. The lack of debt-to-income analysis is a concern,
and the default frequency will be increased in the rating evaluation.
Cash Flows Issues
Affecting Taiwan RMBS
To determine the amount of credit enhancement required to support
the rating, a cash flow model should be prepared by the bank. The
cash flow model should replicate a transaction's asset and liability
structure over the life of the transaction. Cash flows are stress
tested according to rating category to ensure timely payment of
interest and repayment of principal by no later than the final maturity
date.
Cash flow assumptions:
* Three waves of mortgage defaults are assumed to occur at different
intervals over 12 months during a recession;
* First wave begins six months before closing;
* Any defaulted mortgages will take 24 months to liquidate and therefore,
recoveries assumed for each rating category will take 24 months
to become available;
* Government interest subsidies to be modeled with a six to nine
month delay depending on the program;
* Cash flow modeling simulates a rising and falling interest rate
environment;
* Mortgages may be in arrears and not contributing interest cash
flows to the transaction, ongoing delinquency stresses are modeled
based on 50% of the assumed cumulative default rate, and persisting
for up to six months and delinquency stresses are modeled for the
life of the transaction;
* Cash flows test for a low prepayment rate of 0.5% conditional
prepayment rate, and where excess spread may be used to absorb defaults
and to act as a credit support, a high prepayment rate scenario
will also be tested; and
* Cash flow model includes sufficient back-up servicer fees, third
party expenses and fees, and factors in 25 basis points of extraordinary
expenses.
Servicer
transition reserves
During a servicer transition, collection may be delayed. To ensure
the timely payment of interest during a servicer transition, three
months of interest and senior expenses will be set aside as reserves
to be funded at the closing of the transaction. The servicer transition
reserves should also include any one-time expenses required by the
back-up servicer, as well as factor the cost of any notification
to borrowers.
Set-off reserves
Under Taiwan law, borrowers enjoy a set-off right. A set-off is
a right to aggregate obligations between one party and another.
This amount of the set-off rights is crystallized at the time of
the loan transfer so long as notification is properly given, such
as the notification under the Financial Asset Securitization Law.
Where the originator is a deposit taker, setoff risk is sized taking
into account deposit insurance regime in Taiwan to ensure that the
special purpose trust or issuer will not suffer any losses when
borrowers exercise their set-off rights. Set-off risk is mitigated
through overcollateralization or cash reserves.
Surveillance
Surveillance is conducted throughout the duration of the transaction.
Performance data must be regularly provided to Taiwan Ratings. This
is to ensure that the transaction performs within the rating expectations
and also to determine whether the portfolio or ratings on related
parties supporting the transaction, such as swap counterparties,
bank account providers or guarantors, have changed. Taiwan Ratings
may take rating actions accordingly.
|