The document discusses using Six Sigma's DMAIC (Define, Measure, Analyze, Improve, Control) approach to evaluate the relevance of Technology Business Incubators (TBIs) in India. Data was collected on the occupancy rates of various TBIs across different sectors including ICT, bio-tech, instrumentation, and agriculture. The data was analyzed using ANOVA and interaction plots to assess intra-sector and inter-sector relevance of the TBIs. The results of the Define, Measure, and Analyze phases are presented, showing the occupancy rates and analyses conducted for each sector.

1. SYNTHESISING TBI- RELEVANCE IN INDIA THROUGH
SIX SIGMA APPROACH
By
Dr. Bikram Jit Singh
Professor
MMDU, Mullana

2. INTRODUCTION
-TBIs, Significance of TBIs
-- Status in India
-- Classification of TBIs
--Relevance concept
LITERATURE SURVEY
-TBIs
--need of TBIs
--Any reference works to relevance of TBIs (already done)
PROBLEM FORMULATION
-What happen without TBIs
-- Indian context
-- Why to study Relevance
METHODOLOGY ADOPTED
-Six sigma’s DMAIC approach to judge the relevance of TBIs
CASE FINDINGS
- Define, Measure & Analyse Phase
-Result Appraisal
Conclusions
References

3. DEFINE PHASE

4. MEASURE PHASE
ServicesICT SectorBio-Tech SectorAgricultureAdvanced technologies
11.5
11.0
10.5
10.0
9.5
9.0
8.5
8.0
Thrust Area
MeanOccupancy
Main Effects Plot for Avg. Occupancy of TBIs
Data Means
(in % age)

5. MEASURE PHASE
Low Occupancy is because of meager awareness and non-
availability of TBIs in India
2016128
Median
Mean
11.010.510.09.59.08.58.0
1st Q uartile 7.0000
Median 9.5000
3rd Q uartile 11.2500
Maximum 19.0000
8.4664 11.0003
8.0000 10.7713
2.7022 4.5613
A -Squared 0.57
P-V alue 0.125
Mean 9.7333
StDev 3.3930
V ariance 11.5126
Skewness 0.801725
Kurtosis 0.516561
N 30
Minimum 5.0000
A nderson-Darling Normality Test
95% C onfidence Interv al for Mean
95% C onfidence Interv al for Median
95% C onfidence Interv al for StDev
95% Confidence Intervals
Summary for Avg. Occupancy of TBIs in India

6. MEASURE PHASE
DATA MEASURED FOR INTRA-RELEVANCE ANALYSIS
(WITH IN A THRUST AREA)
DATA MEASURED FOR INTER-RELEVANCE ANALYSIS
(AMONG VARIOUS THRUST AREAS)

7. MEASURE PHASE

8. ANALYSE PHASE
Plan for Synthesizing Relevance of TBIs
Sr. No. Type of Analysis Technique / Tool Used
1 Intra Sector Unstacked ANOVA
( One-Way Analysis of Variance)
2 Inter Sector Interaction Plot

9. INTRA-ANALYSE (ICT Sector)
ICTSector G-1 G-2 G-3 G-4 G-5
1 0.48 0.64 0.72 0.68 0.78
2 0.52 0.62 0.78 0.62 0.68
3 0.46 0.48 0.76 0.64 0.72
4 0.6 0.56 0.82 0.65 0.76
5 0.58 0.72 0.72 0.62 0.82
6 0.64 0.66 0.68 0.62 0.8
7 0.46 0.64 0.7 0.58 0.78
8 0.48 0.62 0.8 0.56 0.74
0.10.0-0.1
99
90
50
10
1
Residual
Percent
0.750.700.650.600.55
0.1
0.0
-0.1
Fitted Value
Residual
0.100.050.00-0.05-0.10
8
6
4
2
0
Residual
Frequency
Normal Probability Plot Versus Fits
Histogram
Residual Plots for G-1, G-2, G-3, G-4, G-5

10. ICT Sector
One-way ANOVA: G-1, G-2, G-3, G-4, G-5 (ICT Sector)
Source DF SS MS F P
Factor 4 0.30706 0.07676 24.00 0.000
Error 35 0.11194 0.00320
Total 39 0.41900
S = 0.05655 R-Sq = 73.28% R-Sq(adj) = 70.23%
Individual 95% CIs For Mean Based on Pooled
StDev
Level N Mean StDev ---------+---------+---------+---------+
G-1 8 0.52750 0.07005 (----*----)
G-2 8 0.61750 0.07126 (----*----)
G-3 8 0.74750 0.05007 (----*-----)
G-4 8 0.62125 0.03796 (----*----)
G-5 8 0.76000 0.04536 (----*----)
---------+---------+---------+---------+
0.560 0.640 0.720 0.800
Pooled StDev = 0.05655

11. ICT Sector
0.80
0.65
0.50
0.80
0.65
0.50
0.80
0.65
0.50
G-1 G-2
G-3 G-4
G-5
G-5
G-4
G-3
G-2
G-1
0.800.650.50
8
7
6
5
4
3
2
1
8
7
6
5
4
3
2
1
8
7
6
5
4
3
2
1
8
7
65
43
2
1
8
7
6
5
4
3
2
1
0.5275
0.6175
0.7475
0.62125
0.76
Data in Worksheet Order
Investigate outliers (marked in red).
Distribution of Data
Compare the location and spread.
Diagnostic Report for ICT Sector

12. ICT Sector
G-5G-4G-3G-2G-1
0.85
0.80
0.75
0.70
0.65
0.60
0.55
0.50
0.45
Data
0.5275
0.6175
0.7475
0.62125
0.76
Individual Value Plot of ICT Sector
G-5G-4G-3G-2G-1
0.85
0.80
0.75
0.70
0.65
0.60
0.55
0.50
0.45
Data
0.5275
0.6175
0.7475
0.62125
0.76
Boxplot of ICT Sector

13. Bio-Tech Sector
Bio-Tech Sector G-1 G-2 G-3 G-4 G-5
1 0.62 0.68 0.68 0.66 0.72
2 0.64 0.48 0.64 0.52 0.68
3 0.58 0.58 0.64 0.48 0.74
4 0.64 0.56 0.62 0.52 0.72
5 0.62 0.62 0.7 0.54 0.74
6 0.68 0.58 0.66 0.58 0.62
7 0.58 0.68 0.62 0.62 0.68
0.100.050.00-0.05-0.10
99
90
50
10
1
Residual
Percent
0.700.650.600.55
0.10
0.05
0.00
-0.05
-0.10
Fitted Value
Residual
0.100.050.00-0.05-0.10
8
6
4
2
0
Residual
Frequency
Normal Probability Plot Versus Fits
Histogram
Residual Plots for G-1, G-2, G-3, G-4, G-5

14. Bio-Tech Sector
One-way ANOVA: G-1, G-2, G-3, G-4, G-5
Source DF SS MS F P
Factor 4 0.07925 0.01981 7.60 0.000
Error 30 0.07817 0.00261
Total 34 0.15742
S = 0.05105 R-Sq = 50.34% R-Sq(adj) = 43.72%
Individual 95% CIs For Mean Based on
Pooled StDev
Level N Mean StDev ---+---------+---------+---------+------
G-1 7 0.62286 0.03546 (------*-----)
G-2 7 0.59714 0.07064 (------*-----)
G-3 7 0.65143 0.03024 (------*-----)
G-4 7 0.56000 0.06325 (-----*------)
G-5 7 0.70000 0.04320 (------*-----)
---+---------+---------+---------+------
0.540 0.600 0.660 0.720
Pooled StDev = 0.05105

15. Bio-Tech Sector
G-5
G-4
G-3
G-2
G-1
0.70.60.5
0.7
0.6
0.5
0.7
0.6
0.5
0.7
0.6
0.5
G-1 G-2
G-3 G-4
G-5
7
6
5
4
3
2
1
7
6
5
4
3
2
1
7
6
5
4
32
1
7
6
5
4
3
2
1
7
6
5
4
3
2
1
7
6
5
4
3
2
1
7
6
5
4
3
2
1
7
6
5
4
32
1
7
6
5
4
3
2
1
7
6
5
4
3
2
1
0.660042 0.739958
0.501508 0.618492
0.623464 0.679393
0.531809 0.662477
0.590066 0.6556490.622857
0.597143
0.651429
0.56
0.7
Data in Worksheet Order
Investigate outliers (marked in red).
Distribution of Data
Compare the location and spread.
Diagnostic Report for Bio-Tech Sector

16. Bio-Tech Sector
G-5G-4G-3G-2G-1
0.75
0.70
0.65
0.60
0.55
0.50
Data
0.660042
0.739958
0.501508
0.618492
0.623464
0.679393
0.531809
0.662477
0.590066
0.655649
0.622857
0.597143
0.651429
0.56
0.7
Individual Value Plot of Bio-Tech
G-5G-4G-3G-2G-1
0.75
0.70
0.65
0.60
0.55
0.50
Data
0.622857
0.597143
0.651429
0.56
0.7
Boxplot for Bio-Tech Sector

17. Instrumentation Sector
Instrumentation sector G-1 G-2 G-3 G-4 G-5
1 0.64 0.58 0.64 0.48 0.42
2 0.58 0.64 0.58 0.38 0.44
3 0.54 0.62 0.54 0.42 0.52
4 0.52 0.68 0.56 0.34 0.54
5 0.54 0.66 0.54 0.4 0.52
6 0.62 0.66 0.62 0.32 0.62
0.100.050.00-0.05-0.10
99
90
50
10
1
Residual
Percent
0.60.50.4
0.10
0.05
0.00
-0.05
-0.10
Fitted Value
Residual
0.100.050.00-0.05-0.10
8
6
4
2
0
Residual
Frequency
Normal Probability Plot Versus Fits
Histogram
Residual Plots for G-1, G-2, G-3, G-4, G-5

18. Instrumentation Sector
One-way ANOVA: G-1, G-2, G-3, G-4, G-5
Source DF SS MS F P
Factor 4 0.21661 0.05415 19.41 0.000
Error 25 0.06973 0.00279
Total 29 0.28635
S = 0.05281 R-Sq = 75.65% R-Sq(adj) = 71.75%
Individual 95% CIs For Mean Based on
Pooled StDev
Level N Mean StDev -----+---------+---------+---------+----
G-1 6 0.57333 0.04844 (---*----)
G-2 6 0.64000 0.03578 (---*---)
G-3 6 0.58000 0.04195 (---*---)
G-4 6 0.39000 0.05762 (---*---)
G-5 6 0.51000 0.07239 (---*---)
-----+---------+---------+---------+----
0.40 0.50 0.60 0.70
Pooled StDev = 0.05281

19. Instrumentation Sector
0.60
0.45
0.30
0.60
0.45
0.30
0.60
0.45
0.30
G-1 G-2
G-3 G-4
G-5
G-5
G-4
G-3
G-2
G-1
0.600.450.30
6
5
4
3
2
1
65
4
3
2
1
6
5
4
3
2
1
6
5
4
3
2
1
6
5
4
3
2
10.434034 0.585966
0.329532 0.450468
0.535974 0.624026
0.602454 0.677546
0.522496 0.6241710.573333
0.64
0.58
0.39
0.51
Data in Worksheet Order
Investigate outliers (marked in red).
Distribution of Data
Compare the location and spread.
Diagnostic Report for Instrumentation Sector

20. Instrumentation Sector
G-5G-4G-3G-2G-1
0.7
0.6
0.5
0.4
0.3
Data
0.434034
0.585966
0.329532
0.450468
0.535974
0.624026
0.602454
0.677546
0.522496
0.624171
0.573333
0.64
0.58
0.39
0.51
Individual Value Plot of Instrumentation Sector
G-5G-4G-3G-2G-1
0.7
0.6
0.5
0.4
0.3
Data
0.573333
0.64
0.58
0.39
0.51
Boxplot for Instrumentation Sector

21. Agriculture Sector
Agriculture Sector G-1 G-2 G-3 G-4 G-5
1 0.42 0.62 0.52 0.48 0.32
2 0.38 0.58 0.52 0.46 0.4
3 0.4 0.62 0.56 0.52 0.42
4 0.38 0.66 0.54 0.56 0.3
5 0.48 0.62 0.52 0.58 0.34
6 0.46 0.64 0.6 0.57 0.36
0.100.050.00-0.05-0.10
99
90
50
10
1
Residual
Percent
0.60.50.4
0.08
0.04
0.00
-0.04
-0.08
Fitted Value
Residual
0.060.040.020.00-0.02-0.04-0.06
8
6
4
2
0
Residual
Frequency
Normal Probability Plot Versus Fits
Histogram
Residual Plots for G-1, G-2, G-3, G-4, G-5

22. Agriculture Sector
One-way ANOVA: G-1, G-2, G-3, G-4, G-5
Source DF SS MS F P
Factor 4 0.26805 0.06701 41.18 0.000
Error 25 0.04068 0.00163
Total 29 0.30874
S = 0.04034 R-Sq = 86.82% R-Sq(adj) = 84.71%
Individual 95% CIs For Mean Based on
Pooled StDev
Level N Mean StDev --------+---------+---------+---------+-
G-1 6 0.42000 0.04195 (--*--)
G-2 6 0.62333 0.02658 (--*---)
G-3 6 0.54333 0.03204 (--*---)
G-4 6 0.52833 0.04997 (---*--)
G-5 6 0.35667 0.04633 (---*--)
--------+---------+---------+---------+-
0.40 0.50 0.60 0.70
Pooled StDev = 0.04034

23. Agriculture Sector
0.60
0.45
0.30
0.60
0.45
0.30
0.60
0.45
0.30
G-1 G-2
G-3 G-4
G-5
G-5
G-4
G-3
G-2
G-1
0.600.450.30
6
5
4
3
2
1
6
5
4
3
2
1
6
5
4
3
21
65
4
3
2
1
6
5
4
3
2
1
0.308044 0.405289
0.475897 0.58077
0.509708 0.576959
0.595436 0.651231
0.375974 0.4640260.42
0.623333
0.543333
0.528333
0.356667
Data in Worksheet Order
Investigate outliers (marked in red).
Distribution of Data
Compare the location and spread.
Diagnostic Report of Agriculture Sector

24. Agriculture Sector
G-5G-4G-3G-2G-1
0.7
0.6
0.5
0.4
0.3
Data
0.308044
0.405289
0.475897
0.58077
0.509708
0.576959
0.595436
0.651231
0.375974
0.464026
0.42
0.623333
0.543333
0.528333
0.356667
Individual Value Plot of Agriculture Sector
G-5G-4G-3G-2G-1
0.7
0.6
0.5
0.4
0.3
Data
0.41
0.62
0.53
0.54
0.35
Boxplot for Agriculture Sector

25. Garments – Fashion Technology Sector
G-F Technology sector G-1 G-2 G-3 G-4 G-5
1 0.22 0.42 0.38 0.52 0.5
2 0.2 0.36 0.42 0.48 0.49
3 0.16 0.34 0.44 0.54 0.47
4 0.28 0.44 0.46 0.52 0.49
5 0.24 0.48 0.36 0.54 0.51
0.100.050.00-0.05-0.10
99
90
50
10
1
Residual
Percent
0.50.40.30.2
0.08
0.04
0.00
-0.04
-0.08
Fitted ValueResidual
0.080.060.040.020.00-0.02-0.04-0.06
8
6
4
2
0
Residual
Frequency
Normal Probability Plot Versus Fits
Histogram
Residual Plots for G-1, G-2, G-3, G-4, G-5

26. Garments – Fashion Technology Sector
One-way ANOVA: G-1, G-2, G-3, G-4, G-5
Source DF SS MS F P
Factor 4 0.27466 0.06866 43.68 0.000
Error 20 0.03144 0.00157
Total 24 0.30610
S = 0.03965 R-Sq = 89.73% R-Sq(adj) = 87.67%
Individual 95% CIs For Mean Based on
Pooled StDev
Level N Mean StDev --+---------+---------+---------+-------
G-1 5 0.22000 0.04472 (---*---)
G-2 5 0.40800 0.05762 (---*--)
G-3 5 0.41200 0.04147 (--*---)
G-4 5 0.52000 0.02449 (---*---)
G-5 5 0.49200 0.01483 (--*---)
--+---------+---------+---------+-------
0.20 0.30 0.40 0.50
Pooled StDev = 0.03965

27. Garments – Fashion Technology Sector
G-5G-4G-3G-2G-1
0.6
0.5
0.4
0.3
0.2
Data
0.473583
0.510417
0.489586
0.550414
0.360505
0.463495
0.336456
0.479544
0.164471
0.275529
0.22
0.408 0.412
0.52
0.492
Individual Value Plot of G-F Technology Sector
G-5G-4G-3G-2G-1
0.55
0.50
0.45
0.40
0.35
0.30
0.25
0.20
0.15
Data
0.22
0.408 0.412
0.52
0.492
Boxplot for G-F Technology Sector

28. Thrust Area TBI Services Relevance
A G1 0.53
A G2 0.62
A G3 0.74
A G4 0.62
A G5 0.76
B G1 0.62
B G2 0.6
B G3 0.65
B G4 0.56
B G5 0.7
C G1 0.57
C G2 0.64
C G3 0.58
C G4 0.39
C G5 0.51
D G1 0.42
D G2 0.62
D G3 0.54
D G4 0.52
D G5 0.35
E G1 0.22
E G2 0.4
E G3 0.41
E G4 0.52
E G5 0.49
0.20.10.0-0.1-0.2
99
90
50
10
1
Residual
Percent
0.70.60.50.40.3
0.1
0.0
-0.1
-0.2
Fitted Value
Residual
0.150.100.050.00-0.05-0.10-0.15
8
6
4
2
0
Residual
Frequency
24222018161412108642
0.1
0.0
-0.1
-0.2
Observation Order
Residual
Normal Probability Plot Versus Fits
Histogram Versus Order
Residual Plots for Relevance
INTER-SECTOR RELEVANCE ANALYSIS

29. Two-way ANOVA: Relevance Versus Thrust Area &TBI Services
Source DF SS MS F P
Thrust Area 4 0.201344 0.0503360 5.76 0.005
TBI Services 4 0.043064 0.0107660 1.23 0.336
Error 16 0.139736 0.0087335
Total 24 0.384144
S = 0.09345 R-Sq = 63.62% R-Sq(adj) = 45.44%
Individual 95% CIs For Mean Based on
Thrust Pooled StDev
Area Mean ---+---------+---------+---------+------
A 0.654 (------*-------)
B 0.626 (------*-------)
C 0.538 (-------*------)
D 0.490 (-------*------)
E 0.408 (------*------)
---+---------+---------+---------+------
0.36 0.48 0.60 0.72
Individual 95% CIs For Mean Based on
TBI Pooled StDev
Services Mean --+---------+---------+---------+-------
G1 0.472 (----------*----------)
G2 0.576 (----------*----------)
G3 0.584 (----------*----------)
G4 0.522 (----------*----------)
G5 0.562 (----------*----------)
--+---------+---------+---------+-------
0.400 0.480 0.560 0.640

30. Thrust Area
TBI Services
EDCBA
G
5
G
4
G
3
G
2
G
1
G
5
G
4
G
3
G
2
G
1
G
5
G
4
G
3
G
2
G
1
G
5
G
4
G
3
G
2
G
1
G
5
G
4
G
3
G
2
G
1
0.8
0.7
0.6
0.5
0.4
0.3
0.2
Relevance
0.49
0.52
0.410.40
0.22
0.35
0.52
0.54
0.62
0.42
0.51
0.39
0.58
0.64
0.57
0.70
0.56
0.65
0.60
0.62
0.76
0.62
0.74
0.62
0.53
Boxplot of Relevance vs Thrust Area & TBI Services
INTER-SECTOR ANALYSIS

31. Sector wise Mean-Relevance
Instrumentation Sector
ICT- Sector
G-F Technology Sector
Bio-Tech Sector
Agriculture Sector
70.00%60.00%50.00%40.00%30.00%20.00%10.00%0.00%
ThrustAreas
Relevance (% age)
54.00%
65.00%
41.00%
63.00%
49.00%
Overall Relevance of TBIs (Sector wise)

32. Correlation Matrix
G-1 G-2 G-3 G-4
G-2 0.359
G-3 -0.116 -0.522
G-4 0.189 -0.220 -0.036
G-5 0.432 0.619 -0.629 0.066
Cell Contents: Pearson correlation
Item and Total Statistics
Total
Variable Count Mean StDev
G-1 8 0.5275 0.0701
G-2 8 0.6175 0.0713
G-3 8 0.7475 0.0501
G-4 8 0.6212 0.0380
G-5 8 0.7600 0.0454
Total 8 3.2738 0.1372
Cronbach's Alpha = 0.1883
Omitted Item Statistics
Squared
Omitted Adj. Total Adj. Total Item-Adj. Multiple Cronbach's
Variable Mean StDev Total Corr Corr Alpha
G-1 2.7462 0.0860 0.5412 0.3060 -0.6643
G-2 2.6562 0.1053 0.1776 0.5179 0.0206
G-3 2.5263 0.1545 -0.4872 0.4735 0.5797
G-4 2.6525 0.1322 -0.0093 0.1816 0.2234
G-5 2.5138 0.1125 0.4032 0.5823 -0.1347
RELEVANCE-ANALYSIS OF TBI SERVICES among
ICT-Sector

33. RELEVANCE-ANALYSIS OF TBI SERVICES among
ICT-Sector
0.75
0.65
0.55
0.95
0.85
0.75
0.70
0.65
0.60
0.640.560.48
0.9
0.8
0.7
0.70.60.5 0.800.750.70 0.650.600.55
G-2G-3G-4
G-1
G-5
G-2 G-3 G-4
0.80
0.70
0.68
0.72
0.82
0.76
0.78
0.72
0.80
0.70
0.68
0.72
0.82
0.76
0.78
0.72
0.56
0.58
0.620.62
0.65
0.64
0.62
0.68
0.56
0.58
0.62 0.62
0.650.64
0.62
0.68
0.56
0.58
0.62 0.62
0.65
0.64
0.62
0.68
0.74
0.78
0.80
0.82
0.76
0.72
0.68
0.78
0.74
0.78
0.80
0.82
0.76
0.72
0.68
0.78
0.74
0.78
0.80
0.82
0.76
0.72
0.68
0.78
0.74
0.78
0.80
0.82
0.76
0.72
0.68
0.78
0.62
0.64
0.66
0.72
0.56
0.48
0.62
0.64
Matrix Plot of G-1, G-2, G-3, G-4, G-5

34. RELEVANCE-ANALYSIS OF TBI SERVICES among
Bio-Tech Sector
Item Analysis of G-1, G-2, G-3, G-4, G-5
Correlation Matrix
G-1 G-2 G-3 G-4
G-2 -0.449
G-3 0.213 0.268
G-4 0.030 0.746 0.244
G-5 -0.609 0.175 0.204 -0.293
Cell Contents: Pearson correlation
Item and Total Statistics
Total
Variable Count Mean StDev
G-1 7 0.6229 0.0355
G-2 7 0.5971 0.0706
G-3 7 0.6514 0.0302
G-4 7 0.5600 0.0632
G-5 7 0.7000 0.0432
Total 7 3.1314 0.1351
Cronbach's Alpha = 0.3575
Omitted Item Statistics
Squared
Omitted Adj. Total Adj. Total Item-Adj. Multiple Cronbach's
Variable Mean StDev Total Corr Corr Alpha
G-1 2.5086 0.1432 -0.3469 0.7131 0.5682
G-2 2.5343 0.0814 0.5762 0.8178 -0.2835
G-3 2.4800 0.1194 0.4246 0.4434 0.2012
G-4 2.5714 0.0901 0.5383 0.7760 -0.1502
G-5 2.4314 0.1351 -0.1599 0.6289 0.5177

35. 0.7
0.6
0.5
0.69
0.66
0.63
0.64
0.56
0.48
0.680.640.60
0.75
0.70
0.65
0.70.60.5 0.690.660.63 0.640.560.48
G-2G-3G-4
G-1
G-5
G-2 G-3 G-4
0.62
0.66
0.70
0.62
0.64 0.64
0.68
0.62
0.66
0.70
0.62
0.640.64
0.68
0.62
0.58
0.54
0.52
0.48
0.52
0.66
0.62
0.58
0.54
0.52
0.48
0.52
0.66
0.62
0.58
0.54
0.52
0.48
0.52
0.66
0.68
0.62
0.74
0.72
0.74
0.68
0.72
0.68
0.62
0.74
0.72
0.74
0.68
0.72
0.68
0.62
0.74
0.72
0.74
0.68
0.72
0.68
0.62
0.74
0.72
0.74
0.68
0.72
0.68
0.58
0.62
0.56
0.58
0.48
0.68
Matrix Plot of G-1, G-2, G-3, G-4, G-5

36. RELEVANCE-ANALYSIS OF TBI SERVICES among
Instrumentation Sector
Item Analysis of G-1, G-2, G-3, G-4, G-5
Correlation Matrix
G-1 G-2 G-3 G-4
G-2 -0.600
G-3 0.945 -0.480
G-4 0.287 -0.893 0.165
G-5 -0.205 0.680 -0.158 -0.777
Cell Contents: Pearson correlation
Item and Total Statistics
Total
Variable Count Mean StDev
G-1 6 0.5733 0.0484
G-2 6 0.6400 0.0358
G-3 6 0.5800 0.0420
G-4 6 0.3900 0.0576
G-5 6 0.5100 0.0724
Total 6 2.6933 0.0873
Cronbach's Alpha = -1.036
Omitted Item Statistics
Squared
Omitted Adj. Total Adj. Total Item-Adj. Multiple Cronbach's
Variable Mean StDev Total Corr Corr Alpha
G-1 2.12000 0.05797 0.3419 0.9291 -3.2698
G-2 2.05333 0.10013 -0.5136 0.9261 -0.3511
G-3 2.11333 0.06022 0.4433 0.9103 -3.1471
G-4 2.30333 0.10985 -0.6130 0.9136 0.1591
G-5 2.18333 0.08802 -0.4206 0.6267 -0.1652

37. 0.68
0.64
0.60
0.65
0.60
0.55
0.5
0.4
0.3
0.650.600.55
0.6
0.5
0.4
0.680.640.60 0.650.600.55 0.50.40.3
G-2G-3G-4
G-1
G-5
G-2 G-3 G-4
0.62
0.54
0.56
0.54
0.58
0.64
0.62
0.54
0.56
0.54
0.58
0.64
0.32
0.40
0.34
0.42
0.38
0.48
0.32
0.40
0.34
0.42
0.38
0.48
0.32
0.40
0.34
0.42
0.38
0.48
0.62
0.52
0.54
0.52
0.44
0.42
0.62
0.52
0.54
0.52
0.44
0.42
0.62
0.52
0.54
0.52
0.44
0.42
0.62
0.52
0.54
0.52
0.44
0.42
0.660.66
0.68
0.62
0.64
0.58
Matrix Plot of G-1, G-2, G-3, G-4, G-5
RELEVANCE-ANALYSIS OF TBI SERVICES among
Instrumentation Sector

38. RELEVANCE-ANALYSIS OF INTER-TBI SERVICES
Item Analysis of G-1, G-2, G-3, G-4, G-5
Correlation Matrix
G-1 G-2 G-3 G-4
G-2 0.143
G-3 0.238 0.454
G-4 0.611 0.728 0.454
G-5 -0.165 -0.639 0.225 -0.366
Cell Contents: Pearson correlation
Item and Total Statistics
Total
Variable Count Mean StDev
G-1 6 0.4200 0.0420
G-2 6 0.6233 0.0266
G-3 6 0.5433 0.0320
G-4 6 0.5283 0.0500
G-5 6 0.3567 0.0463
Total 6 2.4717 0.1121
Cronbach's Alpha = 0.4413
Omitted Item Statistics
Squared
Omitted Adj. Total Adj. Total Item-Adj. Multiple Cronbach's
Variable Mean StDev Total Corr Corr Alpha
G-1 2.0517 0.0891 0.3853 0.7310 0.2621
G-2 1.8483 0.1021 0.2678 0.9247 0.3823
G-3 1.9283 0.0895 0.6158 0.7554 0.1508
G-4 1.9433 0.0763 0.5576 0.8505 0.0427
G-5 2.1150 0.1169 -0.2991 0.8396 0.7491

39. RELEVANCE-ANALYSIS OF TBI SERVICES among
Agriculture Sector
0.66
0.63
0.60
0.60
0.56
0.52
0.60
0.55
0.50
0.480.440.40
0.40
0.35
0.30
0.660.630.60 0.600.560.52 0.550.500.45
G-2G-3G-4
G-1
G-5
G-2 G-3 G-4
0.60
0.52
0.54
0.56
0.52 0.52
0.60
0.52
0.54
0.56
0.52 0.52
0.57
0.58
0.56
0.52
0.46
0.48
0.57
0.58
0.56
0.52
0.46
0.48
0.57
0.58
0.56
0.52
0.46
0.48
0.36
0.34
0.30
0.42
0.40
0.32
0.36
0.34
0.30
0.42
0.40
0.32
0.36
0.34
0.30
0.42
0.40
0.32
0.36
0.34
0.30
0.42
0.40
0.32
0.64
0.62
0.66
0.62
0.58
0.62
Matrix Plot of G-1, G-2, G-3, G-4, G-5

40. RELEVANCE-ANALYSIS OF TBI SERVICES among
G-F Technology Sector
Item Analysis of G-1, G-2, G-3, G-4, G-5
Correlation Matrix
G-1 G-2 G-3 G-4
G-2 0.815
G-3 0.000 -0.511
G-4 -0.000 0.354 -0.197
G-5 0.603 0.854 -0.780 0.000
Cell Contents: Pearson correlation
Item and Total Statistics
Total
Variable Count Mean StDev
G-1 5 0.2200 0.0447
G-2 5 0.4080 0.0576
G-3 5 0.4120 0.0415
G-4 5 0.5200 0.0245
G-5 5 0.4920 0.0148
Total 5 2.0520 0.1073
Cronbach's Alpha = 0.3971
Omitted Item Statistics
Squared
Omitted Adj. Total Adj. Total Item-Adj. Multiple Cronbach's
Variable Mean StDev Total Corr Corr Alpha
G-1 1.8320 0.0672 0.8315 * -0.3953
G-2 1.6440 0.0631 0.5805 * -0.1876
G-3 1.6400 0.1166 -0.3928 * 0.7314
G-4 1.5320 0.1016 0.1206 * 0.3953
G-5 1.5600 0.1000 0.4382 * 0.3147

41. 0.45
0.40
0.35
0.45
0.40
0.35
0.54
0.51
0.48
0.250.200.15
0.510
0.495
0.480
0.450.400.35 0.450.400.35 0.5500.5250.500
G-2G-3G-4
G-1
G-5
G-2 G-3 G-4
0.36
0.46
0.44
0.42
0.38
0.36
0.46
0.44
0.42
0.38
0.54
0.52
0.54
0.48
0.52
0.54
0.52
0.54
0.48
0.52
0.54
0.52
0.54
0.48
0.52
0.51
0.49
0.47
0.49
0.50
0.51
0.49
0.47
0.49
0.50
0.51
0.49
0.47
0.49
0.50
0.51
0.49
0.47
0.49
0.50
0.48
0.44
0.34
0.36
0.42
Matrix Plot of G-1, G-2, G-3, G-4, G-5
RELEVANCE-ANALYSIS OF TBI SERVICES among
G-F Technology Sector

42. OVERALL RELEVANCE-ANALYSIS OF INTER-TBI
SERVICES
G5G4G3G2G1
0.8
0.7
0.6
0.5
0.4
0.3
0.2
TBI Services
Relevance
A
B
C
D
E
Area
Thrust
Multi-Vari Chart for Relevance by Thrust Area - TBI Services