project pai new
TRANSCRIPT
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Over view of Indian automobile industry
The Indian Automobile Industry embarked on a new journey since 1991 with deli censing of thesector and subsequent opening up for 100 per cent FDI through automatic route. Almost all theglobal majors have set up their facilities in India taking the next level of production of vehiclesfrom 2 million in 1991 to 110+ million in 2011.
Demand is linked to economic growth and rise in income levels. Per capita penetration at arthousand people is among the lowest in the world (including other developing economies like Plike cars).
While the industry is highly capital intensive in nature in case of four-wheelers, capital intensityis a lot less for two-wheelers. Though three-wheelers and tractors have low barriers to entry interms of technology, four wheelers is technology intensive. Costs involved in branding,distribution network and spare parts availability increase entry barriers. With the Indian market
moving towards complying with global standards, capital expenditure will rise to take intoaccount future safety regulations.
As compared to their global counterparts, both the two-wheeler as well as four wheeler segmentsare relatively lesser fragmented. However, things are changing, especially on the passenger carsfront as many foreign majors are eyeing the Indian market. As a result, pricing power is likely todiminish going forward.
Automobile majors increase profitability by selling more units. As number of units soldincreases, average cost of selling an incremental unit comes down. This is because the industryhas a high fixed cost component. This is the key reason why operating efficiency throughincreased localization of components and maximizing output per employee is of significance.
FACTS:
Largest three wheeler market in the world2nd largest two wheeler market in the world7th largest passenger car market in Asia & 10th Largest in the world4th largest tractor market in the world5th largest commercial vehicle market in the world5th largest bus & truck market in the world
http://www.equitymaster.com/detail.asp?date=6/25/2009&story=1&title=Indian-auto-majors-in-drivers-seathttp://www.equitymaster.com/detail.asp?date=6/25/2009&story=1&title=Indian-auto-majors-in-drivers-seat -
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Segment wise market share in 2011-12
Sales trend analysis of automobile sector
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(2005-06 to 2011-12)
Brief About companies
0
50
100
150
200 Total vehicle sales inmn units
0
200,000
400,000
600,000
800,000
1,000,000
2005-06
2006-07
2007-08
2008-09
2009-10
2010-11
2011-12
Commercial vehicles
Commercial
vehicles
0
500,000
1,000,000
1,500,000
2,000,000
2,500,000
3,000,000
2005-06 2006-07 2007-08 2008-09 2009-10 2010-11 2011-12
Passenger vehicle sales
0
5,000,000
10,000,000
15,000,000
two wheelers
0
200,000
400,000
600,000
2005-06
2006-07
2007-08
2008-09
2009-10
2010-11
2011-12
Three wheelers
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CUMMINS INDIA
Tata Cummins Limited, (Jamshedpur) was formed between Cummins Inc. a Tata Motorsin 1993 to produce mid-range engines for Tata Motors' commercial vehicles.
Product launches- E B series and ISB electronic engines for the commercial vehicle, power
generation and industrial markets.
Achievements- vegetable oil has been uses as an input to generators and running of ricemills from locally available pomgania seeds in Padarwadi village, which is situated near
pune.
BEST PRACTICES- For on time payment of supplier Company focuses on national
electronic transfer.
SCOOTERS INDIA
Products-Vikram 450D, Vikram 410G, Vikram 600G, Vikram 750D, Vikram 750D (WC), Vikram
EV.
Achievements- Got Distinction of developing first zero pollution electric three wheelers in the
world.
Best practices- Their laboratories are Equipped with Computer Aided Design (CAD lab),
Advanced Instrumentation, testing rigs prototype manufacturing facilities and internet.
LML
LML was launched in 1993 with a joint venture with Piaggio.
PRODUCTS - Retro look STAR (200 CC SCOOTER)based px150,FREEDO(100cc bike)
LML
BEAMER 150 150cc, Manual, Petrol, 50 kmpl, Freedom Prima
Acheivments-In 2000 Recognized by the Ministry of Science and Technology, for remarkable success
in
introducing upgrades of scooters in the market with more fuel-efficient engines.
KINETIC MOTORS
Product launches -Kinetic Nova 135, a 135 cc gearless scooter
Awards and achievements- Confident about KEL's technical capability, TML has selected KEL
to supply transmission gears & shafts for the prestigious Nano car.
Best practices-Air line leakages arrested by new PU pipe and fittings
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ATUL AUTO INDIA
Planned launches - Micro Commercial Vehicle to carry 750 Kg. payloads, Range of
Electric Commercial Vehicles.
Achievements- Awarded as the most promising sme Auto and engineering by cnbc-tv 18 icici
emerging India awards.
Best practices- This year they have reduced energy consumption per vehicle by 13.29
%.
TATA MOTORS
Tata Motors operates through three business segments: Jaguar Land Rover; Tata vehicles, spares,and financing; and other operations.
ACHIEVEMENT-Tata Motors has received the prestigious Golden Peacock Award, for ExcellenceCorporate Governance for 2011.
PRODUCT LAUNCHES - Tata Prima Cons truck, Tata Nano, Light commercial
vehicles.
INNOVATION-Tata Motors is working on a radical idea in which a material made of cornstarch,
light of
weight and with flexible properties, could lead to improving the safety of cars.
MARUTI SUZUKI
Maruti Suzuki India (MSIL or 'the company'), a subsidiary of Suzuki Motor Corporation,
manufactures and distributes motor vehicles and spare parts.
ACHIEVEMENTS-"Engine of the Year" award for K-series engine at CNBC-TV18 Awards
2011
PRODUCT LAUNCHES-Ritz, Ertiga, Swift, SX4, Kizachi, Alto,800
MAHINDRA AND MAHINDRA
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Founded in 1945, with growth into a US $15.4 billion multinational group with more than
144,000 employees in over 100 countries across the globe.
ACHIEVEMENTS - Tech Mahindra ranked no.1 telecom software service
provider
PRODUCT LAUNCHES- SsangYong Rexton, Mahindra Reva NXR , Verito
Duro,XUV500,Scorpio.
BEST PRACTICES- iDecisions is a well-designed Business Intelligence solution accelerator
with intuitive and sophisticated analytics enabling banking organizations with a distinct
advantage.
TVS
TVS Motor Company is the third largest two-wheeler manufacturer in India and one of the topten companies in the world.
PRODUCTS- Motorcycles (Apache RTR 180, Flame DS 125, Flame, TVS Jive, StaR City,
Sports) Variomatic Scooters (TVS Wego, Scooty Streak, Scooty Pep+, Scooty Teenz)
Mopeds (TVS XL Super, TVS XL Heavy Duty)
AWARDS- The 'Good Advertising' award by Auto India Best Brand Awards
2009.
ACHIVEMENTS- 1980: TVS launched moped TVS 50 which was the country's first 500cc twoseater.
1984: It was the first mover to introduce 100cc indo-Japanese motorcycle.
BEST PRACTICES- 85% recyclable parts: 85% of all TVS vehicles are completely
recyclable.
INNOVATION- Electric Scooty (Scooty Teens EV): It is pure electric vehicle,Wego: It was the
first scooty with body balance technology, Jive: In 2009-2010 TVS launched an auto clutch bike
which comes with auto adjusting gear box i.e. while in gearing up and down there is no need to
pull the clutch.
HERO MOTO CORP
Hero MotoCorp Ltd. (Formerly Hero Honda Motors Ltd.) is the world's largest manufacturer of two
wheelers, based in India.
PRODUCT- Hunk, karizma, KarizmaR, Karizma ZMR FI, Ignitor,Maestro,splender.
AWARDS- CNBC AWAAZ AWARD: IN 2011 Hero MotoCorp was awarded for "Effective
rebranding of a new corporate entity" by CNBC Awaaz Consumer Awards.
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ACHIVEMENTS-In 1984 Hero Honda motors ltd was incorporated. It had a joint venture
with a Japanese company called Honda motor co ltd.
BAJAJ AUTO
The Bajaj Group was founded in 1926 by Jaman Lal Bajaj; it is amongst the top 10 business houses inIndia, ranked as the world's fourth largest two- and three- wheeler manufacturer
PRODUCTS- Bajaj Platina ,Bajaj pulsar, Discover DTSi
AWARDS- In 2009 -2010:Bajaj auto was awarded for most trusted brand by Brand equity.
ACHIEVEMENTS -In March 2010 Bajaj auto achieves the Bharat stage III norm Compliance for
its range
of product. It was the first company to do so.
ASHOK LEYLAND
Ashok Leyland was founded in 1948. It is the second largest commercial vehicle manufacturing
company in India in the medium and heavy vehicle.
PRODUCTS-Buses-city bus, sub -urban bus, intercity bus, optare bus,Trucks -Long haultrucks.
AWARDS-Company had won LCV cargo carrier of the year in 2012 by CVAward
ACHIEVEMENTS-1967: Titan' - The first Indian-made double decker with 50%
indigenous components was launched.IN 1969: For the first time power steering was
featured in commercial vehicles.
INNOVATION-In 2002 Country's first hybrid vehicle was developed and featured in auto expo.
.BEST PRACTICES-They ventured into the development of wind energy as early as 1995,
approx100
million units of wind energy is generated every year and the entire energy is used for captiveconsumption Hinduja Foundries.
BOSCH GROUP
The Bosch Group is a leading global supplier of technology and services. According to the latest
figures (as of January 2012), about 302,519 associates generated sales of 51.5 billion euros in the
areas of automotive and industrial technology, consumer goods, and building technology
OUTSTANDINGACHIEVEMENTS
http://en.wikipedia.org/wiki/Bajaj_Platinahttp://en.wikipedia.org/wiki/Bajaj_Platina -
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Bosch Builds World-class Competence Center for Automotive Technology
PRODUCT LAUNCHES
1) Bosch and Siemens Home Appliances Group (BSH), largest manufacturer of homeAppliances in Europe announced the launch of Bosch home appliances in India
2) Bosch is going to launch new power tools like Milwaukee Tool and products Concrete,
INNOVATION
1)Bosch have patents worldwide
2)It has innovation portal for everyone one such community Birds of a Feather Innovation
Leaders (BOF)
BEST
PRACTICES
1)Bosch domain expertise with SAP best
practices
2)Implementation using pre-configured
solutions
3)Cost optimization by using fixed scope and time basis
4)Ready-to-use process catalogues
5)Strong and well tested quality gates
KAR MOBILES
Production of quality valves for internal combustion engines commenced in 1974
Technical
Collaboration with TRW Inc, USA Global excellence in product and process
technologies
Preferred supplier
OUTSTANDING ACHIEVEMTS
1) First First Indian company to become a vendor partner to General Motors
2) KML has 2 world class manufacturing plants in Bangalore & Tumkur
PRODUCTLAUNCHES
New heavy duty engine and automotive engines are launched
INNOVATION
State of the art management Systems
PRACTISE
1) Governance is based on principles of integrity, transparency and fairness
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Employee behavior is nourished
2) In this culture it is governed through a policy document "Ethical Standards of
Behavior" that regulates employees and directors
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Analysis of companies
1) The report contains data from 15 companies belonging to automobile sector. These include autocomponent manufacturers , two wheelers, three wheelers ,four wheelers and Commercial vehicle
makers. The list of the companies is mention below.
Tata motors, Mahindra and Mahindra, Maruti Suzuki, force motors, Hindustan motors, kinetic
motors, Bajaj auto, Ashok Leyland, tvs motors, Cummins India ltd, Kar mobiles, LmL, Atul auto ,
Hero motors corp and Scooters India Ltd.
2) The companies have been devided into three groups based on their return on capital employed.
The criteria sset for the devision is described below.
High performing - Roce >20
Medium performing - 10
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Tests of Normality
group
Kolmogorov-Smirnova
Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
npm HIGH PERFORMING .275 6 .173 .866 6 .210
MEDIUM PERFORMING .355 4 . .807 4 .116
LOW PERFORMING .305 5 .144 .882 5 .318
a. Lilliefors Significance Correction
Null hypothesis( p value>0.05)- The data is
normally distributed
Alternate hypothesis(P value
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Tests of Normality
group
Kolmogorov-Smirnova
Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
nom HIGH PERFORMING .197 6 .200*
.919 6 .501
MEDIUM PERFORMING .377 4 . .773 4 .061
LOW PERFORMING .268 5 .200*
.898 5 .398
ronw HIGH PERFORMING .315 6 .063 .802 6 .061
MEDIUM PERFORMING .320 4 . .815 4 .133
LOW PERFORMING .276 5 .200*
.896 5 .388
assettover HIGH PERFORMING .245 6 .200*
.859 6 .185
MEDIUM PERFORMING .243 4 . .923 4 .552
LOW PERFORMING .351 5 .043 .756 5 .034
*. This is a lower bound of the true significance.
Similarly Data For NOM( Net operating margin) , RONW( return on
I net worth s normally distributed as the sig values are greater than
distributed .But in case of asset turn over the low performing group
0.05 that show the data is not normally distributed and their high va
of low performing companies.
Homogenity of population variance using Lavene statistic
Test of Homogeneity of Variances
Levene Statistic df1 df2 Sig.
npm 1.666 2 12 .230
nom .341 2 12 .718
ronw 1.849 2 12 .200
assettover 2.843 2 12 .098
roce 2.462 2 12 .127
Null Hypothesis ( p value> 0.05) There is homogeneity in variance among the group.
Alternate hypothesis (p value
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The p values of npm , nom , ronw and asset turnover ratio are greater than the significance level of
p=0.05 hence we can conclude that Null hypothesis is accepted and their is no significant evidence
that their is difference in variance among groups for each factor ie npm ,nom,ronw,roce and asset
turnover ratio
F statistic test to check difference in group means for each of the five variables.
ANOVA
Sum of Squares df Mean Square F Sig.
npm Between Groups 151.245 2 75.623 5.709 .018
Within Groups 158.958 12 13.247
Total 310.203 14
nom Between Groups 145.448 2 72.724 4.880 .028
Within Groups 178.817 12 14.901
Total 324.265 14
ronw Between Groups 3603.695 2 1801.847 6.939 .010
Within Groups 3116.129 12 259.677
Total 6719.823 14
assettover Between Groups 4.078 2 2.039 .852 .451
Within Groups 28.734 12 2.394
Total 32.812 14
roce Between Groups 3076.617 2 1538.309 5.991 .016
Within Groups 3081.422 12 256.785
Total 6158.039 14
Null hypothesis- Their is no significant difference in group means
Alternate hypothesis- Their is significant difference in group means
The f static values signifies whether or not the group means for each of the five factors are equal or
not , if the significant values of statistic is less than 0.05 that means null hypothesis conveying
group means are equal is rejected . if f statistic value is greater than0.05 than the null hypothesis is
accepted which means their is no significant difference in group means for that that particular factor
and hence all values belonging to the three groups do not differ significantly.. We will reject such
factor in further analysys.
From the table above we can see that the f statistic significant value for roce, npm, nop, roce is less
than 0.05 significance level , hence we conclude that their is difference in means between the groupsof each of these respective factors.
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The f statistic significance value of asset turn over ratio is 0.45 which is greater than the significance
level of 0.05 , hence the group means for this factor are equal and hence the factor is insignificant in
determining low performing , high performing and medium performing companies..
Turkey Hsd test to determine groups for each factor that are causing differences in
performance.
Tukey HSD
Depen
dent
Variabl
e (I) group (J) group
Mean Difference
(I-J) Sig.
npm HIGH PERFORMING MEDIUM PERFORMING 1.27167 .853
LOW PERFORMING 7.15767* .018
MEDIUM PERFORMING HIGH PERFORMING -1.27167 .853
LOW PERFORMING 5.88600 .078
LOW PERFORMING HIGH PERFORMING -7.15767*
.018
MEDIUM PERFORMING -5.88600 .078
nom HIGH PERFORMING MEDIUM PERFORMING 1.66917 .785
LOW PERFORMING 7.11967*
.026
MEDIUM PERFORMING HIGH PERFORMING -1.66917 .785
LOW PERFORMING 5.45050 .131
LOW PERFORMING HIGH PERFORMING -7.11967*
.026
MEDIUM PERFORMING -5.45050 .131
roce HIGH PERFORMING MEDIUM PERFORMING 20.89250 .150
LOW PERFORMING 33.02900*
.013
MEDIUM PERFORMING HIGH PERFORMING -20.89250 .150
LOW PERFORMING 12.13650 .515
LOW PERFORMING HIGH PERFORMING -33.02900*
.013
MEDIUM PERFORMING -12.13650 .515
ronw HIGH PERFORMING MEDIUM PERFORMING 17.47000 .253
LOW PERFORMING 36.33700*
.008
MEDIUM PERFORMING HIGH PERFORMING -17.47000 .253
LOW PERFORMING 18.86700 .229
LOW PERFORMING HIGH PERFORMING -36.33700*
.008
MEDIUM PERFORMING -18.86700 .229
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assetto
ver
HIGH PERFORMING MEDIUM PERFORMING .67167 .783
LOW PERFORMING 1.21667 .423
MEDIUM PERFORMING HIGH PERFORMING -.67167 .783
LOW PERFORMING .54500 .861
LOW PERFORMING HIGH PERFORMING -1.21667 .423
MEDIUM PERFORMING -.54500 .861
*. The mean difference is significant at the 0.05 level.
For the factors (NPM,NOP,RONWa and ROCE) The significant values for difference in means
(between high performing and low performing)is less than the significant value of 0.05 . This
shows that the above mentioned groups have significant difference between them and strongly affect
the performance of companies.
It is also observed that that the Significant values for mean difference between (medium and high
performing, medium and low performing) companies has a significant p value greater than 0.05.
This concludes that there is no evidence that there is significant difference in means when medium
performing group is compared with other 2 groups.
In case of asset turnover ratio , there is no significant difference in means of groups as the significant
values are greater than 0.05 , hence asset turnover ratio is not a dominant factor in grouping the
companies into 3 groups.
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Discriminant analysis on companies data for the year 2002-03
The discriminate analysis has been done on the variables nop, npm, ronw, roce and asset
turnover ratio. For the year 2002-03 for all the fifteen companies The main objective is to
analyse how many companies have been classified correctly and incorrectly by the model.And which factors contribute significantly in determining the performance of the companies
Wilks lamda test
The Significant value of wilks Lamda test helps in determining the discriminating power of
the functions. Lower the sig. value the higher the discriminating ability for that particular
function.
Wilks' Lambda
Test of
Functio
n(s)
Wilks'
Lambda
Chi-
square df Sig.
1
through
2
.323 11.853 8 .158
2 .822 2.056 3 .561
The wilks lamda significant value for function 1 is 0.158 compared to significant value of
function 2 which is 0.326. Hence we can conclude that that function 1 has a better
discriminating ability to classify companies into different groups In other words function 1
is a better model than function 2.The table below gives the canonical discriminant scores for
each variable and hence we can derive the discriminate function equation for each function.
Standardized Canonical
Discriminant Function
Coefficients
Function
1 2
npm-.093
1.37
2
nom .231 .387
ronw1.25
9
-
1.84
9
assett
over-.607 .954
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From the coefficients derived through discriminant analysis we can conclude that in function 1 ronw
has higher discriminating ability than any other variables and in function 2 ronw and npm have higher
discriminating ability.
A unit increase in ronw in function 1 can cause increase of 1.259 in the discriminate score of function
1 .similarly in function 2 a unit increase in ronw can decrease the Discriminate score by 1.8489 and a
unit increase in npm can increase the score by 1.372.
Canonical Discriminant Function Coefficients(unstandardized)
Function
1 2
npm -.025 .377
nom .060 .100
ronw .078 -.115
assettover -.392 .617
(Constant) -.520 -2.333
By using the above table we get two equations for discriminant scores
Function 1 score=-0.520 -0.025*npm +0.060*nom +0.078*ronw -0.392*asset turnover ratio
Function 2 score=-2.33 +0.377*npm +0.100*nom -0.115*ronw + 0.617*asset turn over ratio
Cutt off scoreThe cut off score will help us in predicting that any new company taken
will fall in which of the three categories by using the unstandardized discriminant equations
as mentioned above. The cut of scores are mention in the group centroid table given below.
Functions at Group Centroids
group
Function
1 2
HIGH PERFORMING 1.180 -.254
MEDIUM PERFORMING .011 .690
LOW PERFORMING -1.425 -.248
Unstandardized canonical discriminant functions
evaluated at group means
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Cut off criteria
Lets say for company x the discrminiant scores are A and B for functions 1 and 2 respectively then
the cut off criteria would be
A close to B close group
1.80 -2.54 High performing
0.011 0.690 Medium performing
1.425 -0.248 Low performing
Predicted group member ship
Group category
1-> high performing
2->medium performing
3-> poor performing
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Predicted Group Member Ship By the Model for Year 2002-03
Company group old predicted group
Tata motors 1 2
Mahindra and mahindra 3 2
maruti Suzuki 3 3
HINDUSTAN MOTORS 3 3
Force motors 1 1
Bosch 1 1
Kar mobiles 2 2
cummins india ltd 2 2
scooters india ltd 3 3
Atul motors 2 3
Hero motors 1 1
LML 3 3
Ashok Leyland 2 1
TVS Motors 1 1
Kinetic motors 1 1
Conclusion -By Analyzing the above table we can conclude that 73.6 companies have correctly by
the model and remain 26.4 % have classified into different groups they belong to different groups
than their original ones.Tata motors which was a high performing company has been predicted as a
medium performing company by the model. Similarly Mahindra and Mahindra has been categorized
into medium performing from low performing Previously .Ashok Leyland has moved from a medium
performer to a high performer category.
In the next step the classification of companies has been done on the basis of predicted group member
ship and the data for all the five factors is taken for financial year 2011-2012. Hence we find that how
many companies in the year 2011-12 have changed their group membership compared to membership
in year 2002-03 .
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Predicted Group Membership For the year 2011-12 using
Pedicted classification of the year 2002-03
company group membership Predicted group
in 2002-03 membership in 2011-12
Tata motors 2 2
Mahindra and mahindra 2 2
maruti Suzuki 3 2
HINDUSTAN MOTORS 3 3
Force motors 1 1
Bosch 1 2
Kar mobiles 2 2
cummins india ltd 2 2
scooters india ltd 3 3
Atul motors 3 3
Hero motors 1 1
LML 3 2
Ashok Leyland 1 2
TVS Motors 1 2
Kinetic motors 1 1
Above above table shows that 60% % companies have been classified correctly and the remaining
40% have shifted to other groups.
Conclusion -Out of a total of 6 companies belonging to high performing group 3 companies( bosh ,
Ashok Leyland and Tvs motors) )have shifted to medium performing group and the remaining 3
companies( kinetic motors ,hero motors, force motors ) have retained their status as high performing.
.From among 4 companies belonging to average performing group none have shifted to any other
group .Out of 5 companies belonging to low performing group ,2 Companies (Maruti Suzuki and
LML) have shifted to average performing group ) The remaining companies ie atul auto , scooters
india Ltd and Hindustan motors have shown no improvement in performance are are still poor
performing.