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J. Viswanathan
Research Scholar
Dr. A. S. Nageswaran
Associate Professor
&
S. Baskar
Basketball Coach
Anthropometric Characteristics of athletes
determine the success in particular sports
event in various ways.
14th Commonwealth International Sports Science Congress (CISSC 2010)
Basketball & Anthropometry
14th Commonwealth International Sports Science Congress (CISSC 2010)
Nature of the Game - Basketball
GFCP Position wise discrimination with special
reference to Physical Fitness Scores
For Example – Standing Vertical Jump
Test
- Height 190 cms jumps 25 cms reach
- Height 175 cms jumps 36 cms reach
Ideal Team – 3:4:5
Following NIS and Master of Sports in Coaching, worked at SAI
Training Programs as a Basketball coach at various centres namely
Bhopal, Bangalore, Dharwad, Salem and presently working at
Mailaduthurai in a small multi-disciplinary group analysing impacts
of training packages according to the rule changes from analytical
experiments.
S. Baskar, Basketball Coach
14th Commonwealth International Sports Science Congress (CISSC 2010)
Basketball Skill Execution
Renewed Physical educationalist and have strong faith in scientific
applications of sports training protocols, working as the associate
professor in Pudukottai district, Tamil Nadu State, India. He is also
under went level – 2 Kinanthropometrist under the guidance of Dr. Anup
Adikari, level – 3 Kinanthropometrist, Calcatta, West Bengal.
Dr. A. S. Nageswaran, Associate Professor, H. H. The Rajah’s college, Pudukottai
What makes
a successful
basketball player?
14th Commonwealth International Sports Science Congress (CISSC 2010)
Rationale of the Study
Exercise
Physiology
Optimal
performance
in
Basketball
Sports
Psychology
Sports
Training
Physical
Fitness
Sports
Biomechanics
Sports
Nutrition
Sports
Sociology
Sports
Anthropometry
The purpose of this study was to predict the role of
a number of anthropometric characteristics in
performance of Indian youth elite Basketball players
with special reference to their playing positions.
14th Commonwealth International Sports Science Congress (CISSC 2010)
Purpose of the Study
Performance in terms of Box Score Efficiency Rating
14th Commonwealth International Sports Science Congress (CISSC 2010)
Methodology
FIBA Live Stat
Software
Points
Steals Blocks Made
Rebounds Assists
Field Goal Attempt
Free Throw Attempt Free Throw made
Field Goal Made Turnovers
Blocks Received
-
+
14th Commonwealth International Sports Science Congress (CISSC 2010)
FIBA – Live Stat Software Analysis
14th Commonwealth International Sports Science Congress (CISSC 2010)
FIBA - Live Stat : Out Puts
14th Commonwealth International Sports Science Congress (CISSC 2010)
Efficiency Ratings
Ma / Att M / A M / A Off Def Tot R M R M
R9F 236 126/14319/29 34/45 15 16 31 8 2 12 12 32 47 12 126 54
Chh9F 241 112/151 12/23 46/57 23 20 43 9 12 3 12 34 45 32 112 50
Pts EFFC.No Min AS TO ST
Field Goal3 ptsFree Throw Rebounds FBlock
Eff = [ (Points + Rebounds + Assists + Steals + Blocks Made) –
{(Field Goal Att. – Field Goal Made) +
(Free Throws Att. – Free Throws Made)} +
Turnovers) – Blocks Received)]
14th Commonwealth International Sports Science Congress (CISSC 2010)
Basketball & Anthropometry
Guard Forward Center
11 19 14
Anthropometric Variables - Link:
Skin Fold Caliper Segmometer
14th Commonwealth International Sports Science Congress (CISSC 2010)
Anthropometric Test Descriptions
Anthropometric
Variables
Unit of Measure Test Description Instrument used
Height
centimeter
Maximum distance from the floor to the highest point on the head
(apex), when the subject is facing directly ahead and stands erect.
Seca Stadiometer
Weight
kilogram
Stand erect on the weighing machine with bare foot. Bathroom Weighing
Machine
Skinfold - Biceps millimeter The anterior mid surface of the upper arm
Harpenden Skinfold Caliper
- Subscapula millimeter Undermost tip of the inferior angle of the scapula
- Triceps millimeter The posterior surface of the upper arm
- Supraspinale millimeter Lateral section of the abdominal region
- Abdominal
millimeter
The 5 cm horizontally to the right hand side of the mid point of the navel
- Illiac Crest millimeter The most inferior part of the tip to the anterior superior iliac spine
- Front Thigh
millimeter
The mid – point of the linear distance between the Inguinal point and the
patellare.
- Medial Calf millimeter The medial aspect of the calf at the level of the maximal girth
Arm girth relaxed
centimeter
Circumference of the arm at the level of the mid – acromiale – radiale
site
anthropometric tape
Arm girth flexed
centimeter
Circumference of the arm perpendicular to the long axis of the arm at the
level of the peak contracted biceps brachii.
Calf girth centimeter Circumference of the leg at the level of the medial calf site.
Arm Span
centimeter
The measurement of the length from one end of an individual's arms
(measured at the fingertips) to the other when raised parallel to the
ground at shoulder height at a one-hundred eighty degree angle.
Arm Length centimeter Linear distance between the acromiale and wrist
Leg Length centimeter The vertical distance between the Trochanterion to the base of the foot
Humerus Breadth
centimeter
Linear distance between lateral aspect of the epicondyle and the medial
aspect of the humeral epicondyle
small bone caliper
Femur Breadth
centimeter
Linear distance between the lateral aspect of the lateral femoral
epicondyle and the medial aspect of the femoral epicondyle.
• Mean and SD were calculated for each variables.
• The relationship between the selected anthropometric variables and
the Efficiency Rating on performance ability, were tested using Pearson’
product-movement correlation coefficients.
• Anthropometric variables that statistically correlated with performance
were used to form respective linear predictive models (stepwise
argument selection) with special reference to their playing positions and
regional classifications.
P > 0.05 was considered to be statistically significant. The data were
analyzed using statistical package SPSS 15th
version.
14th Commonwealth International Sports Science Congress (CISSC 2010)
Statistical Techniques
14th Commonwealth International Sports Science Congress (CISSC 2010)
Descriptive Statistics
Anthropometric
Variables
Guard (N = 11)
Mean (± SD)
Forward (N = 19)
Mean (± SD)
Center (N = 14)
Mean (± SD)
Overall (N = 44)
Mean (± SD)
Height 168.5 (± 7.47) 176.92 (± 6.75) 184.60 (± 8.65) 176.89 (± 0.74)
Weight 54.93 (± 6.67) 60.57 (± 7.90) 66.53 (± 6.02) 60.80 (± 8.27)
Biceps 8.20 (± 3.22) 8.52 (± 3.41) 8.53 (± 3.10) 8.43 (± 3.29)
Subscapular 4.93 (± 2.32) 4.83 (± 1.98) 5.20 (± 2.05) 8.25 (± 1.98)
Triceps 8.39 (± 1.85) 8.18 (± 1.74) 8.22 (± 2.43 4.96 (± 2.09)
Supraspinale 10.08 (± 3.82) 9.82 (± 3.41) 9.28 (3.34) 5.25 (± 3.31)
Abdominal 8.30 (± 3.56) 8.33 (± 3.03) 8.07 (± 3.55) 7.74 (± 3.51)
Illiac Crest 11.04 (± 4.22) 10.66 (± 3.86) 10.24 (± 4.14) 8.64 (± 4.03)
Front Thigh 10.51 (± 3.47) 10.26 (± 3.79) 10.50 (± 3.46) 10.39 (± 3.60)
Medial Calf 7.50 (± 2.76) 7.03 (± 1.93) 7.19 (± 1.90) 7.21 (± 2.17)
Arm girth relaxed 22.44 (± 1.95) 23.10 (± 1.89) 23.22 (± 1.77) 22.97 (± 1.90)
Arm girth flexed 25.25 (± 2.51) 25.69 (± 2.38) 26.08 (± 2.24) 25.69 (± 2.39)
Calf girth 31.00 (± 4.11) 31.21 (± 3.84) 31.38 (± 4.14) 31.20 (± 3.99)
Arm span 173.95 (± 7.96) 181.79 (± 7.17) 191.07 (± 8.80) 79.58 (± 6.20)
Arm length 75.18 (± 8.88) 79.81 (± 3.34) 83.25 (± 3.81) 182.37(± 10.08)
Leg length 102.08 (± 5.36) 111.30 (± 16.66) 113.71 (± 10.53) 109.57 (± 13.62)
Humerus breadth 6.71 (± 0.65) 7.08 (± 0.67) 7.53 (± 0.78) 7.11 (± 0.76)
Femur breadth 8.77 (± 0.57) 9.23 (± 0.70) 9.52 (± 0.64) 9.19 (± 0.71)
Efficiency Rating 66.48 (± 11.49) 69.76 (± 11.26) 74.53 (± 9.97) 67 (± 11.34)
14th Commonwealth International Sports Science Congress (CISSC 2010)
Correlation matrix
V X1 X2 X3 X4 X5 X6 X7 X8 X9 X10 X11 X12 X13 X14 X15 X16 X17 X18
C .80 .72 .30 .43 .61 .23 .81 .59 .62 .12 .79 .70 .80 .81 .82 .60 .76 .68
X1 .77 .35 .45 .69 .12 .74 .49 .53 .06 .81 .68 .76 .70 .77 .46 .74 .76
X2 .31 .50 .72 .17 .73 .62 .57 .30 .89 .97 .90 .68 .75 .45 .96 .76
X3 .79 .73 .65 .35 .72 .73 .62 .35 .23 .61 .37 .29 .32 .31 .40
X4 .70 .76 .70 .73 .77 .54 .15 .44 .72 .45 .39 .35 .47 .49
X5 .59 .39 .59 .65 .12 .38 .62 .77 .34 .35 .10 .70 .45
X6 .36 .72 .72 .72 .21 .17 .52 .39 .28 .38 .21 .41
X7 .68 .69 .44 .79 .78 .54 .77 .66 .58 .71 .68
X8 .73 .52 .35 .49 .75 .68 .62 .61 .56 .71
X9 .53 .38 .55 .78 .68 .62 .58 .59 .71
X10 .58 .78 .33 .52 .41 .63 .28 .45
X11 .63 .74 .74 .81 .56 .62 .70
X12 .76 .75 .81 .55 .92 .88
X13 .81 .81 .63 .71 .78
X14 .67 .63 .72 .57
X15 .45 .79 .67
X16 .47 .57
X17 .81
C - Performance Ability X5
- Triceps skinfold X10
- Medial Calf X15
- Femur breadth
X1
- Height X6
- Supraspinale X11
- Arm length X16
- Arm girth relaxed
X2
- Weight X7
- Abdominal X12
- Arm span X17
- Arm girth flexed
X3
- Biceps Skinfold X8
- Illiac Crest X13
- Leg length X18
- Calf girth
X4
- Subscapular skinfold X9
- Front Thigh X14
- Humerus breadth
14th Commonwealth International Sports Science Congress (CISSC 2010)
Regression Analysis - Guards
Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players
(n=72):(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Table – 4
Stepwise Regression Analysis of Performance Ability for Guard Elite Indian Basketball Players
Variables R2
Unstandardized Coefficients
Std Error
Standardized Coefficients
Beta
b SE b β
Step 1
Constant - 38.137 2.267
WET .744 1.838 0.078 0.784***
Step 2
Constant - 0.542 6.470
WET 1.330 0.089 0.714***
ABD .741 - 0.795 0.172 0.290**
Step 3
Constant - 9.303 6.731
WET 1.187 0.097 0.636***
ABD - 0.662 0.131 - 0.241**
AGF .724 0.0618 0.200 0.134*
Step 4
Constant -15.532 7.263
WET 1.115 0.950 0.651**
ABD - 0.585 0.134 0.213*
AGF 0.633 0.195 0.138*
ALH .712 0.045 0.022 0.034*
(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Playing Ability = -15.532+ 1.115 (WET) - 0.585 (ABD) + 0.633 (AGF) 0.045 (ALH)
14th Commonwealth International Sports Science Congress (CISSC 2010)
Regression Analysis - Forwards
Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players
(n=72):(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Table – 5
Stepwise Regression Analysis of Playing Ability for Forward Elite Indian Basketball Players
Variables R2
Unstandardized Coefficients
Std Error
Standardized Coefficients
Beta
b SE b β
Step 1
Constant -2170.012 7.559
HIT .658 1.627 .043 .671**
Step 2
Constant -207.633 8.452
HIT 1.621 .042 .656**
ABD .652 -.361 .155 -0.058*
Step 3
Constant -192.782 10.904
HIT 1.620 .042 .642*
ABD -.375 .153 -.060*
AGF .647 -.178 .084 -0.052*
(R2
= .658 for step 1: ∆R2
= 0.011 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Playing Ability = -192.782 + 1.620 (HIT) -.375 (ABD) -.178 (AGF)
14th Commonwealth International Sports Science Congress (CISSC 2010)
Regression Analysis - Center
Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players
(n=72):(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Table – 6
Stepwise Regression Analysis of Playing Ability for Center Elite Indian Basketball Players
Variables R2
Unstandardized Coefficients
Std Error
Standardized Coefficients
Beta
b SE b β
Step 1
Constant -86.333 21.483
ASP .803 .859 .118 .822***
Step 2
Constant -114.336 23.030
ASP .536 .160 .341**
HIT .794 .490 .170 .294**
Step 3
Constant -108.868 22.902
ASP .720 .183 .458**
HIT .413 .172 .248**
FEB .787 -2.743 1.350 -.173**
Step 4
Constant -91.689 23.864
ASP .631 .184 .402*
HIT .379 .170 .228*
FEB -4.149 1.475 -.261*
WET .781 .296 .135 .208*
(R2
= .803 for step 1: ∆R2
= .022 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
Playing Ability = -91.689 + .631 (ASP) + .379 (HIT) -4.149 (FEB) + .296 (WET)
14th Commonwealth International Sports Science Congress (CISSC 2010)
Conclusions
Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players
(n=72):(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
•From the analysis of data, it was concluded that height and arm girth
flexed becomes the common anthropometrical characteristics to be required
for the basketball players to Indian context irrespective of the playing
positions. Anthropometric characteristics were related to hereditary and trait
efficiency, describing three types of Indian youth elite male Basketball
players, i.e. those have greater arm span, femur breadth, height and weight
(Centre players); those have greater body compositions height, weight and
abdominal skinfold (Forward players) and those have lesser length
measurements and body compositions weight, abdominal skinfold, arm girth
flexed and arm length (more efficient in passing and dribbling; guard players)
14th Commonwealth International Sports Science Congress (CISSC 2010)
Practical Application
Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players
(n=72):(R2
= .744 for step 1: ∆R2
= .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5.
The results of this study show there are differences in anthropometric
characteristics of different positional roles of elite Basketball players.
Consequently the players in various positional roles are inherently different,
train differently, or both. The demands of the different positional roles appear
to be unique, and thus training, as well as recruiting, should reflect the
differences. Coaches can use this information to determine what type of
profile is needed for specific positions and to design training programmes to
maximize fitness development in their athletes and to achieve success in
Basketball.
T H A N K
Y O U

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What makes a successful basketball player

  • 1. J. Viswanathan Research Scholar Dr. A. S. Nageswaran Associate Professor & S. Baskar Basketball Coach
  • 2. Anthropometric Characteristics of athletes determine the success in particular sports event in various ways. 14th Commonwealth International Sports Science Congress (CISSC 2010) Basketball & Anthropometry
  • 3. 14th Commonwealth International Sports Science Congress (CISSC 2010) Nature of the Game - Basketball GFCP Position wise discrimination with special reference to Physical Fitness Scores For Example – Standing Vertical Jump Test - Height 190 cms jumps 25 cms reach - Height 175 cms jumps 36 cms reach Ideal Team – 3:4:5 Following NIS and Master of Sports in Coaching, worked at SAI Training Programs as a Basketball coach at various centres namely Bhopal, Bangalore, Dharwad, Salem and presently working at Mailaduthurai in a small multi-disciplinary group analysing impacts of training packages according to the rule changes from analytical experiments. S. Baskar, Basketball Coach
  • 4. 14th Commonwealth International Sports Science Congress (CISSC 2010) Basketball Skill Execution Renewed Physical educationalist and have strong faith in scientific applications of sports training protocols, working as the associate professor in Pudukottai district, Tamil Nadu State, India. He is also under went level – 2 Kinanthropometrist under the guidance of Dr. Anup Adikari, level – 3 Kinanthropometrist, Calcatta, West Bengal. Dr. A. S. Nageswaran, Associate Professor, H. H. The Rajah’s college, Pudukottai
  • 5. What makes a successful basketball player? 14th Commonwealth International Sports Science Congress (CISSC 2010) Rationale of the Study Exercise Physiology Optimal performance in Basketball Sports Psychology Sports Training Physical Fitness Sports Biomechanics Sports Nutrition Sports Sociology Sports Anthropometry
  • 6. The purpose of this study was to predict the role of a number of anthropometric characteristics in performance of Indian youth elite Basketball players with special reference to their playing positions. 14th Commonwealth International Sports Science Congress (CISSC 2010) Purpose of the Study
  • 7. Performance in terms of Box Score Efficiency Rating 14th Commonwealth International Sports Science Congress (CISSC 2010) Methodology FIBA Live Stat Software Points Steals Blocks Made Rebounds Assists Field Goal Attempt Free Throw Attempt Free Throw made Field Goal Made Turnovers Blocks Received - +
  • 8. 14th Commonwealth International Sports Science Congress (CISSC 2010) FIBA – Live Stat Software Analysis
  • 9. 14th Commonwealth International Sports Science Congress (CISSC 2010) FIBA - Live Stat : Out Puts
  • 10. 14th Commonwealth International Sports Science Congress (CISSC 2010) Efficiency Ratings Ma / Att M / A M / A Off Def Tot R M R M R9F 236 126/14319/29 34/45 15 16 31 8 2 12 12 32 47 12 126 54 Chh9F 241 112/151 12/23 46/57 23 20 43 9 12 3 12 34 45 32 112 50 Pts EFFC.No Min AS TO ST Field Goal3 ptsFree Throw Rebounds FBlock Eff = [ (Points + Rebounds + Assists + Steals + Blocks Made) – {(Field Goal Att. – Field Goal Made) + (Free Throws Att. – Free Throws Made)} + Turnovers) – Blocks Received)]
  • 11. 14th Commonwealth International Sports Science Congress (CISSC 2010) Basketball & Anthropometry Guard Forward Center 11 19 14 Anthropometric Variables - Link: Skin Fold Caliper Segmometer
  • 12. 14th Commonwealth International Sports Science Congress (CISSC 2010) Anthropometric Test Descriptions Anthropometric Variables Unit of Measure Test Description Instrument used Height centimeter Maximum distance from the floor to the highest point on the head (apex), when the subject is facing directly ahead and stands erect. Seca Stadiometer Weight kilogram Stand erect on the weighing machine with bare foot. Bathroom Weighing Machine Skinfold - Biceps millimeter The anterior mid surface of the upper arm Harpenden Skinfold Caliper - Subscapula millimeter Undermost tip of the inferior angle of the scapula - Triceps millimeter The posterior surface of the upper arm - Supraspinale millimeter Lateral section of the abdominal region - Abdominal millimeter The 5 cm horizontally to the right hand side of the mid point of the navel - Illiac Crest millimeter The most inferior part of the tip to the anterior superior iliac spine - Front Thigh millimeter The mid – point of the linear distance between the Inguinal point and the patellare. - Medial Calf millimeter The medial aspect of the calf at the level of the maximal girth Arm girth relaxed centimeter Circumference of the arm at the level of the mid – acromiale – radiale site anthropometric tape Arm girth flexed centimeter Circumference of the arm perpendicular to the long axis of the arm at the level of the peak contracted biceps brachii. Calf girth centimeter Circumference of the leg at the level of the medial calf site. Arm Span centimeter The measurement of the length from one end of an individual's arms (measured at the fingertips) to the other when raised parallel to the ground at shoulder height at a one-hundred eighty degree angle. Arm Length centimeter Linear distance between the acromiale and wrist Leg Length centimeter The vertical distance between the Trochanterion to the base of the foot Humerus Breadth centimeter Linear distance between lateral aspect of the epicondyle and the medial aspect of the humeral epicondyle small bone caliper Femur Breadth centimeter Linear distance between the lateral aspect of the lateral femoral epicondyle and the medial aspect of the femoral epicondyle.
  • 13. • Mean and SD were calculated for each variables. • The relationship between the selected anthropometric variables and the Efficiency Rating on performance ability, were tested using Pearson’ product-movement correlation coefficients. • Anthropometric variables that statistically correlated with performance were used to form respective linear predictive models (stepwise argument selection) with special reference to their playing positions and regional classifications. P > 0.05 was considered to be statistically significant. The data were analyzed using statistical package SPSS 15th version. 14th Commonwealth International Sports Science Congress (CISSC 2010) Statistical Techniques
  • 14. 14th Commonwealth International Sports Science Congress (CISSC 2010) Descriptive Statistics Anthropometric Variables Guard (N = 11) Mean (± SD) Forward (N = 19) Mean (± SD) Center (N = 14) Mean (± SD) Overall (N = 44) Mean (± SD) Height 168.5 (± 7.47) 176.92 (± 6.75) 184.60 (± 8.65) 176.89 (± 0.74) Weight 54.93 (± 6.67) 60.57 (± 7.90) 66.53 (± 6.02) 60.80 (± 8.27) Biceps 8.20 (± 3.22) 8.52 (± 3.41) 8.53 (± 3.10) 8.43 (± 3.29) Subscapular 4.93 (± 2.32) 4.83 (± 1.98) 5.20 (± 2.05) 8.25 (± 1.98) Triceps 8.39 (± 1.85) 8.18 (± 1.74) 8.22 (± 2.43 4.96 (± 2.09) Supraspinale 10.08 (± 3.82) 9.82 (± 3.41) 9.28 (3.34) 5.25 (± 3.31) Abdominal 8.30 (± 3.56) 8.33 (± 3.03) 8.07 (± 3.55) 7.74 (± 3.51) Illiac Crest 11.04 (± 4.22) 10.66 (± 3.86) 10.24 (± 4.14) 8.64 (± 4.03) Front Thigh 10.51 (± 3.47) 10.26 (± 3.79) 10.50 (± 3.46) 10.39 (± 3.60) Medial Calf 7.50 (± 2.76) 7.03 (± 1.93) 7.19 (± 1.90) 7.21 (± 2.17) Arm girth relaxed 22.44 (± 1.95) 23.10 (± 1.89) 23.22 (± 1.77) 22.97 (± 1.90) Arm girth flexed 25.25 (± 2.51) 25.69 (± 2.38) 26.08 (± 2.24) 25.69 (± 2.39) Calf girth 31.00 (± 4.11) 31.21 (± 3.84) 31.38 (± 4.14) 31.20 (± 3.99) Arm span 173.95 (± 7.96) 181.79 (± 7.17) 191.07 (± 8.80) 79.58 (± 6.20) Arm length 75.18 (± 8.88) 79.81 (± 3.34) 83.25 (± 3.81) 182.37(± 10.08) Leg length 102.08 (± 5.36) 111.30 (± 16.66) 113.71 (± 10.53) 109.57 (± 13.62) Humerus breadth 6.71 (± 0.65) 7.08 (± 0.67) 7.53 (± 0.78) 7.11 (± 0.76) Femur breadth 8.77 (± 0.57) 9.23 (± 0.70) 9.52 (± 0.64) 9.19 (± 0.71) Efficiency Rating 66.48 (± 11.49) 69.76 (± 11.26) 74.53 (± 9.97) 67 (± 11.34)
  • 15. 14th Commonwealth International Sports Science Congress (CISSC 2010) Correlation matrix V X1 X2 X3 X4 X5 X6 X7 X8 X9 X10 X11 X12 X13 X14 X15 X16 X17 X18 C .80 .72 .30 .43 .61 .23 .81 .59 .62 .12 .79 .70 .80 .81 .82 .60 .76 .68 X1 .77 .35 .45 .69 .12 .74 .49 .53 .06 .81 .68 .76 .70 .77 .46 .74 .76 X2 .31 .50 .72 .17 .73 .62 .57 .30 .89 .97 .90 .68 .75 .45 .96 .76 X3 .79 .73 .65 .35 .72 .73 .62 .35 .23 .61 .37 .29 .32 .31 .40 X4 .70 .76 .70 .73 .77 .54 .15 .44 .72 .45 .39 .35 .47 .49 X5 .59 .39 .59 .65 .12 .38 .62 .77 .34 .35 .10 .70 .45 X6 .36 .72 .72 .72 .21 .17 .52 .39 .28 .38 .21 .41 X7 .68 .69 .44 .79 .78 .54 .77 .66 .58 .71 .68 X8 .73 .52 .35 .49 .75 .68 .62 .61 .56 .71 X9 .53 .38 .55 .78 .68 .62 .58 .59 .71 X10 .58 .78 .33 .52 .41 .63 .28 .45 X11 .63 .74 .74 .81 .56 .62 .70 X12 .76 .75 .81 .55 .92 .88 X13 .81 .81 .63 .71 .78 X14 .67 .63 .72 .57 X15 .45 .79 .67 X16 .47 .57 X17 .81 C - Performance Ability X5 - Triceps skinfold X10 - Medial Calf X15 - Femur breadth X1 - Height X6 - Supraspinale X11 - Arm length X16 - Arm girth relaxed X2 - Weight X7 - Abdominal X12 - Arm span X17 - Arm girth flexed X3 - Biceps Skinfold X8 - Illiac Crest X13 - Leg length X18 - Calf girth X4 - Subscapular skinfold X9 - Front Thigh X14 - Humerus breadth
  • 16. 14th Commonwealth International Sports Science Congress (CISSC 2010) Regression Analysis - Guards Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players (n=72):(R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Table – 4 Stepwise Regression Analysis of Performance Ability for Guard Elite Indian Basketball Players Variables R2 Unstandardized Coefficients Std Error Standardized Coefficients Beta b SE b β Step 1 Constant - 38.137 2.267 WET .744 1.838 0.078 0.784*** Step 2 Constant - 0.542 6.470 WET 1.330 0.089 0.714*** ABD .741 - 0.795 0.172 0.290** Step 3 Constant - 9.303 6.731 WET 1.187 0.097 0.636*** ABD - 0.662 0.131 - 0.241** AGF .724 0.0618 0.200 0.134* Step 4 Constant -15.532 7.263 WET 1.115 0.950 0.651** ABD - 0.585 0.134 0.213* AGF 0.633 0.195 0.138* ALH .712 0.045 0.022 0.034* (R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Playing Ability = -15.532+ 1.115 (WET) - 0.585 (ABD) + 0.633 (AGF) 0.045 (ALH)
  • 17. 14th Commonwealth International Sports Science Congress (CISSC 2010) Regression Analysis - Forwards Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players (n=72):(R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Table – 5 Stepwise Regression Analysis of Playing Ability for Forward Elite Indian Basketball Players Variables R2 Unstandardized Coefficients Std Error Standardized Coefficients Beta b SE b β Step 1 Constant -2170.012 7.559 HIT .658 1.627 .043 .671** Step 2 Constant -207.633 8.452 HIT 1.621 .042 .656** ABD .652 -.361 .155 -0.058* Step 3 Constant -192.782 10.904 HIT 1.620 .042 .642* ABD -.375 .153 -.060* AGF .647 -.178 .084 -0.052* (R2 = .658 for step 1: ∆R2 = 0.011 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Playing Ability = -192.782 + 1.620 (HIT) -.375 (ABD) -.178 (AGF)
  • 18. 14th Commonwealth International Sports Science Congress (CISSC 2010) Regression Analysis - Center Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players (n=72):(R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Table – 6 Stepwise Regression Analysis of Playing Ability for Center Elite Indian Basketball Players Variables R2 Unstandardized Coefficients Std Error Standardized Coefficients Beta b SE b β Step 1 Constant -86.333 21.483 ASP .803 .859 .118 .822*** Step 2 Constant -114.336 23.030 ASP .536 .160 .341** HIT .794 .490 .170 .294** Step 3 Constant -108.868 22.902 ASP .720 .183 .458** HIT .413 .172 .248** FEB .787 -2.743 1.350 -.173** Step 4 Constant -91.689 23.864 ASP .631 .184 .402* HIT .379 .170 .228* FEB -4.149 1.475 -.261* WET .781 .296 .135 .208* (R2 = .803 for step 1: ∆R2 = .022 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. Playing Ability = -91.689 + .631 (ASP) + .379 (HIT) -4.149 (FEB) + .296 (WET)
  • 19. 14th Commonwealth International Sports Science Congress (CISSC 2010) Conclusions Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players (n=72):(R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. •From the analysis of data, it was concluded that height and arm girth flexed becomes the common anthropometrical characteristics to be required for the basketball players to Indian context irrespective of the playing positions. Anthropometric characteristics were related to hereditary and trait efficiency, describing three types of Indian youth elite male Basketball players, i.e. those have greater arm span, femur breadth, height and weight (Centre players); those have greater body compositions height, weight and abdominal skinfold (Forward players) and those have lesser length measurements and body compositions weight, abdominal skinfold, arm girth flexed and arm length (more efficient in passing and dribbling; guard players)
  • 20. 14th Commonwealth International Sports Science Congress (CISSC 2010) Practical Application Stepwise Regression Analysis of Playing Ability for Guard Elite Indian Basketball Players (n=72):(R2 = .744 for step 1: ∆R2 = .032 for final step) Significant at *** p < 0.001, ** p < 0.01, * p < 0.5. The results of this study show there are differences in anthropometric characteristics of different positional roles of elite Basketball players. Consequently the players in various positional roles are inherently different, train differently, or both. The demands of the different positional roles appear to be unique, and thus training, as well as recruiting, should reflect the differences. Coaches can use this information to determine what type of profile is needed for specific positions and to design training programmes to maximize fitness development in their athletes and to achieve success in Basketball.
  • 21. T H A N K Y O U