data analysis segments 4.6 role shift...
TRANSCRIPT
202
Data Analysis Segments
4.6 ROLE SHIFTFACTORS
Non-Parametric Test
Mann-Whitney U Test
Non-Parametric Test: Between Groups – ERP Level
Data AnalysisSegments Mann-Whitney U Test LEVEL 1
HYP.Tested
DA20 OPEN SOURCE ERP EMERGING TRENDERP LEVEL
(ORA vs SAP)
HYP. NO.
50 to 52
DA21 SME SECTOR ERP EMERGING TRENDERP LEVEL
(ORA vs SAP)
HYP. NO.
53 to 55
DA22BI ANALYTICS IN CORE ERP EMERGINGTREND
ERP LEVEL(ORA vs SAP)
HYP. NO.
56 to 58
203
4.6.1 DATA ANALYSIS SEGMENT DA20
Independent VariableEMERGING TREND
OPEN SOURCE ERP EMERGING TREND
Nominal Dependent Variables 3 ROLE SHIFT FACTORS
Non-Parametric TestBetween Groups – ERP Level MANN-WHITNEY U Test
This Data Analysis Segment can be conceptually depicted as below:
Diag.: DA20-D1 CONCEPT DIAGRAM : Comparison between Groups : ORA vs SAP
1 Horizontal Role Shift Perception2 Vertical Role Shift Perception
3 Technical Role Shift Perception
From the above Concept Diagram, the following 3 Null Hypotheses can beformulated.
HYPNo.
DependentVariable
FORMULATION OF NULL HYPOTHESES Ho
50Horizontal RoleShift Perception
There is no Significant Statistical Difference in “Horizontal RoleShift Perception” of the Open Source Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
51Vertical RoleShift Perception
There is no Significant Statistical Difference in “Vertical Role ShiftPerception” of the Open Source Emerging Trend, between theORACLE ERP and SAP ERP Functional Consultants.
52Technical RoleShift Perception
There is no Significant Statistical Difference in “Technical RoleShift Perception” of the Open Source Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
OPEN SOURCE ERP EMERGING TREND
ORACLE ERP SAP ERP
1
2
3
204
The Tables and Charts for each one of the Role Shift Factor is as follows:
DATA TABLES & CHARTSData Table
Table: DA20-T1OPEN SOURCE: HORIZONTAL ROLE SHIFT: ORA vs SAP
Crosstabulation
EMERGING TREND
HORIZONTAL ROLESHIFT
Total1st
RANK2nd
RANK
OPENSOURCE
ERP ORA Count 161 51 212
% within ERP 75.9% 24.1% 100.0%
SAP Count 168 50 218
% within ERP 77.1% 22.9% 100.0%
Chart
Chart: DA20-C1 OPEN SOURCE: HORIZONTAL ROLE SHIFT: ORA vs SAP
205
Data Table
Table: DA20-T2OPEN SOURCE: VERTICAL ROLE SHIFT: ORA vs SAP
Crosstabulation
EMERGING TREND
VERTICAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
OPENSOURCE
ERP ORA Count 28 36 148 212
% within ERP 13.2% 17.0% 69.8% 100.0%
SAP Count 20 28 170 218
% within ERP 9.2% 12.8% 78.0% 100.0%
Chart
Chart: DA20-C2 OPEN SOURCE: VERTICAL ROLE SHIFT: ORA vs SAP
206
Data Table
Table: DA20-T3OPEN SOURCE: TECHNICAL ROLE SHIFT: ORA vs SAP
Crosstabulation
EMERGING TREND
TECHNICAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
OPENSOURCE
ERP ORA Count 23 125 64 212
% within ERP 10.8% 59.0% 30.2% 100.0%
SAP Count 30 140 48 218
% within ERP 13.8% 64.2% 22.0% 100.0%
Chart
Chart: DA20-C3 OPEN SOURCE: TECHNICAL ROLE SHIFT: ORA vs SAP
The inference drawn from the above tables and charts for the 3 Role Shift
Factors are detailed below.
207
Inference from the Tables and Charts
Open Source ERP Emerging Trend
1. Horizontal Role Shift Perception: An overwhelming majority of the
Oracle Functional Consultants - over 75% and SAP Functional Consultants - over
77%, have given 'First Rank' to post-trend 'Horizontal Role Shift'.
It only means that most of the Consultants in both the ERPs feel that due to
the impact of the ‘Open Source ERP Emerging Trend’, their career will undergo
primarily a 'Horizontal Role Shift'.
2. Vertical Role Shift Perception: Both the Oracle and SAP Functional
Consultants seem to agree that 'Vertical Role Shift' due to the ‘Open Source ERP
Emerging Trend’ will only have a tertiary impact on their career.
This can be inferred from the 'Third Rank' given to the post-trend 'Vertical
Role Shift' by over 69% of the Oracle Consultants and 78% SAP Consultants.
3. Technical Role Shift Perception: There is a high degree of
convergence of the perception of the post-trend 'Technical Role Shift' due to the
onset of ‘Open Source ERP Emerging Trend’, which they feel will have only a
secondary effect on their career.
Majority of Oracle Functional Consultants of 59% and over 64% of the
SAP functional Consultants have given a second rank to the post-trend 'Technical
Role Shift'.
The statistical test of data, the Mann -Whitney U Test follows:
208
MANN-WHITNEY U TEST
OPEN SOURCE ERP EMERGING TREND
Data Table
Table:DA20-T4
OPEN SOURCE : Mann-Whitney Test : Descriptive Statistics
ROLE SHIFT FACTORS N Mean Std. Deviation Min. Max.
HORIZONTAL ROLE SHIFT 430 1.23 .424 1 2
VERTICAL ROLE SHIFT 430 2.63 .677 1 3
TECHNICAL ROLE SHIFT 430 2.14 .605 1 3
Mann-Whitney Test - Ranks
Table:DA20-T5
OPEN SOURCE : Mann-Whitney Test : Ranks
ROLE SHIFT FACTORS ERP N Mean Rank Sum of Ranks
HORIZONTAL ROLESHIFT
ORA 212 216.72 45945.00
SAP 218 214.31 46720.00
VERTICAL ROLESHIFT
ORA 212 206.44 43766.00
SAP 218 224.31 48899.00
TECHNICAL ROLESHIFT
ORA 212 225.66 47839.00
SAP 218 205.62 44826.00
Total 430
Mann-Whitney Test
Table:DA20-T6
OPEN SOURCE : Mann-Whitney Test : Test Statistics
HORIZONTAL ROLESHIFT
VERTICAL ROLESHIFT
TECHNICAL ROLESHIFT
Mann-Whitney U 22849.000 21188.000 20955.000
Wilcoxon W 46720.000 43766.000 44826.000
Z -.274 -1.939 -1.934
Asymp. Sig.(2-tailed)
.784 .053 .053
209
Interpretation of the Statistical Test
The Null Hypotheses H0 formulated for 'Open Source Emerging Trend' is
tested using Mann-Whitney U Test, based on a probability of 95% confidence
interval (i.e.,) a significance level of 0.05. The result table of the comparison of
the two ERP groups, shows the test statistic U value as well as the asymptotic
significance (2-tailed) P-value.
The P-values of all three post-trend Role changes 'Horizontal Role Shift
(0.784)', 'Vertical Role Shift (0.053)' and 'Technical Role Shift (0.053)' are higher
than the significance value 0.05. Hence all the three Null Hypotheses stating that
there are no significant differences between the groups of Oracle and SAP
Consultants are accepted. It is also evident from the uniform ranking given by the
Consultants on the effect of the Trend on their career as seen below.
Horizontal Role Shift Vertical Role Shift Technical Role Shift
Oracle Consultants First Rank Third Rank Second Rank
SAP Consultants First Rank Third Rank Second Rank
The results of the Mann-Whitney Hypothesis testing are summarized:
NULL HYPOTHESES TESTING RESULTS HYP. No. 50 - 52
HYPNo.
DependentVariable
NULL Hypothesis Ho Result
50HorizontalRole ShiftPerception
There is no Significant Statistical Difference in “HorizontalRole Shift Perception” of the Open Source EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted
51VerticalRole ShiftPerception
There is no Significant Statistical Difference in “VerticalRole Shift Perception” of the Open Source EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted
52TechnicalRole ShiftPerception
There is no Significant Statistical Difference in “TechnicalRole Shift Perception” of the Open Source EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted
210
4.6.2 DATA ANALYSIS SEGMENT DA21
Independent VariableEMERGING TREND
SME SECTOR ERP EMERGING TREND
Nominal Dependent Variables 3 ROLE SHIFT FACTORS
Non-Parametric TestBetween Groups – ERP Level MANN-WHITNEY U Test
This Data Analysis Segment can be conceptually depicted as below:
Diag.: DA21-D1 CONCEPT DIAGRAM : Comparison between Groups : ORA vs SAP
1 Horizontal Role Shift Perception2 Vertical Role Shift Perception
3 Technical Role Shift Perception
From the above Concept Diagram, the following 3 Null Hypotheses can beformulated.
HYPNo.
DependentVariable
FORMULATION OF NULL HYPOTHESES Ho
53Horizontal RoleShift Perception
There is no Significant Statistical Difference in “Horizontal RoleShift Perception” of the SME Sector Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
54Vertical RoleShift Perception
There is no Significant Statistical Difference in “Vertical Role ShiftPerception” of the SME Sector Emerging Trend, between theORACLE ERP and SAP ERP Functional Consultants.
55Technical RoleShift Perception
There is no Significant Statistical Difference in “Technical RoleShift Perception” of the SME Sector Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
SME SECTOR ERP EMERGING TREND
ORACLE ERP SAP ERP
1
2
3
211
The Tables and Charts for each one of the Role Shift Factor is as follows:
DATA TABLES & CHARTSData Table
Table: DA21-T1SME SECTOR : HORIZONTAL ROLE SHIFT : ORA vs SAP
Crosstabulation
EMERGING TREND
HORIZONTAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
SMESECTOR
ERP ORA Count 160 52 0 212
% within ERP 75.5% 24.5% .0% 100.0%
SAP Count 17 143 58 218
% within ERP 7.8% 65.6% 26.6% 100.0%
Chart
Chart: DA21-C1 SME SECTOR : HORIZONTAL ROLE SHIFT : ORA vs SAP
212
Data Table
Table: DA21-T2 SME SECTOR : VERTICAL ROLE SHIFT: ORA vs SAPCrosstabulation
EMERGING TREND
VERTICAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
SMESECTOR
ERP ORA Count 24 40 148 212
% within ERP 11.3% 18.9% 69.8% 100.0%
SAP Count 176 42 0 218
% within ERP 80.7% 19.3% .0% 100.0%
Chart
Chart: DA21-C2 SME SECTOR : VERTICAL ROLE SHIFT: ORA vs SAP
213
Data Table
Table: DA21-T3 SME SECTOR : TECHNICAL ROLE SHIFT: ORA vs SAPCrosstabulation
EMERGING TREND
TECHNICAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
SMESECTOR
ERP ORA Count 28 120 64 212
% within ERP 13.2% 56.6% 30.2% 100.0%
SAP Count 25 33 160 218
% within ERP 11.5% 15.1% 73.4% 100.0%
Chart
Chart: DA21-C3 SME SECTOR : TECHNICAL ROLE SHIFT: ORA vs SAP
The inference drawn from the above tables and charts for the 3 Role Shift
Factors are detailed below.
214
Inference from the Tables and Charts
SME Sector ERP Emerging Trend
1. Horizontal Role Shift Perception: Majority of the Oracle Functional
Consultants, over 75% of them feel that due to the impact of the ‘SME Sector
ERP Emerging Trend’ their career will have a post-trend 'Horizontal Role Shift'
as evident from the 'First Rank' rating.
Whereas, over 65% of the SAP Functional Consultants differ and feel it
will only have a secondary impact on their career as seen in the 'Second Rank'
given to the post-trend 'Horizontal Role Shift’.
2. Vertical Role Shift Perception: Again there seems to be a perceptional
difference between the Oracle and SAP Consultants on the issue of SME Sector
ERP induced 'Vertical Role Shift'.
The Oracle Consultants feel there will be very little of the 'Vertical Role
Shift' as they have given only 'Third Rank'. But the SAP Consultants markedly
disagree, as over 80% of them brace themselves for the 'First Rank' post-trend
'Vertical Role Shift' due to the ‘SME Sector ERP Emerging Trend’.
3. Technical Role Shift Perception: The divergence in views seems to
naturally persist between the two ERP Consultants when it comes to 'Technical
Role Shift' as a result of the ‘SME Sector ERP Emerging Trend’.
While over 56% of Oracle Consultants give the post-trend ‘Technical Role
Shift’ a 'Second Rank', over 73% the SAP Functional Consultants give it a distant
'Third Rank'. It only means that both the ERP Consultants are not much exercised
by the possibility of the post-trend 'Technical Role Shift'.
The statistical test of data, the Mann -Whitney U Test follows.
215
MANN-WHITNEY U TEST
SME SECTOR ERP EMERGING TREND
Data Table
Table:DA21-T4
SME SECTOR : Mann-Whitney Test : Descriptive Statistics
ROLE SHIFT FACTORS N Mean Std. Deviation Min. Max.
HORIZONTAL ROLE SHIFT 430 1.72 .686 1 3
VERTICAL ROLE SHIFT 430 1.88 .892 1 3
TECHNICAL ROLE SHIFT 430 2.40 .698 1 3
Mann-Whitney Test - Ranks
Table:DA21-T5
SME SECTOR : Mann-Whitney Test : Ranks
ROLE SHIFT FACTORS ERP N Mean Rank Sum of Ranks
HORIZONTAL ROLESHIFT
ORA 212 134.62 28540.00
SAP 218 294.15 64125.00
VERTICAL ROLESHIFT
ORA 212 305.82 64834.00
SAP 218 127.67 27831.00
TECHNICAL ROLESHIFT
ORA 212 173.30 36740.00
SAP 218 256.54 55925.00
Total 430
Mann-Whitney Test
Table:DA21-T6
SME SECTOR : Mann-Whitney Test : Test Statistics
HORIZONTAL ROLESHIFT
VERTICAL ROLESHIFT
TECHNICAL ROLESHIFT
Mann-Whitney U 5962.000 3960.000 14162.000
Wilcoxon W 28540.000 27831.000 36740.000
Z -14.568 -16.104 -7.707
Asymp. Sig.(2-tailed)
.000 .000 .000
216
Interpretation of the Statistical Test
The Null Hypotheses H0 formulated for 'SME Sector Emerging Trend' is
tested using Mann-Whitney U Test, based on a probability of 95% confidence
interval (i.e.,) a significance level of 0.05. The result table of the comparison of
the two ERP groups, shows the test statistic U value as well as the asymptotic
significance (2-tailed) P-value.
The P-values of all three post-trend Role changes - 'Horizontal Role Shift,
'Vertical Role Shift' and 'Technical Role Shift' - are lesser than the significance
value 0.05. Hence all the three Null Hypotheses are rejected and the alternate
Hypotheses confirming the existence of significant difference between the two
groups of ERP Consultants are accepted. It is also seen from the varied ranking
given by the Consultants on the post-trend role shift as shown below.
Horizontal Role Shift Vertical Role Shift Technical Role Shift
Oracle Consultants First Rank Third Rank Second Rank
SAP Consultants Second Rank First Rank Third Rank
The results of the Mann-Whitney Hypothesis testing are summarized:
NULL HYPOTHESES TESTING RESULTS HYP. No. 53 - 55HYPNo.
DependentVariable
NULL Hypothesis Ho Results
53HorizontalRole ShiftPerception
There is no Significant Statistical Difference in “HorizontalRole Shift Perception” of the SME Sector EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Rejected
54VerticalRole ShiftPerception
There is no Significant Statistical Difference in “VerticalRole Shift Perception” of the SME Sector EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Rejected
55TechnicalRole ShiftPerception
There is no Significant Statistical Difference in “TechnicalRole Shift Perception” of the SME Sector EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Rejected
217
4.6.3 DATA ANALYSIS SEGMENT DA22
Independent VariableEMERGING TREND
BI ANALYTICS IN CORE ERPEMERGING TREND
Nominal Dependent Variables 3 ROLE SHIFT FACTORSNon-Parametric Test
Between Groups – ERP LevelMANN-WHITNEY U Test
This Data Analysis Segment can be conceptually depicted as below:
Diag.: DA22-D1 CONCEPT DIAGRAM : Comparison between Groups : ORA vs SAP
1 Horizontal Role Shift Perception2 Vertical Role Shift Perception
3 Technical Role Shift Perception
From the above Concept Diagram, the following 3 Null Hypotheses can beformulated.
HYPNo.
DependentVariable
FORMULATION OF NULL HYPOTHESES Ho
56Horizontal RoleShift Perception
There is no Significant Statistical Difference in “Horizontal RoleShift Perception” of the BI Analytics Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
57Vertical RoleShift Perception
There is no Significant Statistical Difference in “Vertical Role ShiftPerception” of the BI Analytics Emerging Trend, between theORACLE ERP and SAP ERP Functional Consultants.
58Technical RoleShift Perception
There is no Significant Statistical Difference in “Technical RoleShift Perception” of the BI Analytics Emerging Trend, betweenthe ORACLE ERP and SAP ERP Functional Consultants.
BI ANALYTICS IN CORE ERP EMERGING TREND
ORACLE ERP SAP ERP
1
2
3
218
The Tables and Charts for each one of the Role Shift Factors is as follows:
DATA TABLES & CHARTSData Table
Table: DA22-T1 BI ANALYTICS : HORIZONTAL ROLE SHIFT : ORA vs SAPCrosstabulation
EMERGING TREND
HORIZONTAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
BIANALYTICS
ERP ORA Count 29 32 151 212
% within ERP 13.7% 15.1% 71.2% 100.0%
SAP Count 26 44 148 218
% within ERP 11.9% 20.2% 67.9% 100.0%
Chart
Chart: DA22-C1 BI ANALYTICS : HORIZONTAL ROLE SHIFT : ORA vs SAP
219
Data Table
Table: DA22-T2 BI ANALYTICS : VERTICAL ROLE SHIFT: ORA vs SAPCrosstabulation
EMERGING TREND
VERTICAL ROLE SHIFT
Total1st
RANK2nd
RANK3rd
RANK
BIANALYTICS
ERP ORA Count 24 127 61 212
% within ERP 11.3% 59.9% 28.8% 100.0%
SAP Count 18 130 70 218
% within ERP 8.3% 59.6% 32.1% 100.0%
Chart
Chart: DA22-C2 BI ANALYTICS : VERTICAL ROLE SHIFT: ORA vs SAP
220
Data Table
Table: DA22-T3 BI ANALYTICS : TECHNICAL ROLE SHIFT: ORA vs SAPCrosstabulation
EMERGING TREND
TECHNICAL ROLESHIFT
Total1st
RANK2nd
RANK
BIANALYTICS
ERP ORA Count 159 53 212
% within ERP 75.0% 25.0% 100.0%
SAP Count 174 44 218
% within ERP 79.8% 20.2% 100.0%
Chart
Chart: DA22-C3 BI ANALYTICS : TECHNICAL ROLE SHIFT: ORA vs SAP
The inference drawn from the above of the tables and charts for the 3 Role
Shift Factors is detailed below.
221
Inference from the Tables and Charts
BI Analytics in core ERP Emerging Trend
1. Horizontal Role Shift Perception: Majority of the both the Oracle
Functional Consultants - over 71% and SAP Functional Consultants - over 67%,
have concurred on the same ranking - 'Third Rank' to post-trend 'Horizontal Role
Shift'.
It only means that most of the Consultants in both the ERPs are not much
perturbed as they see post-trend Horizontal role change only as a distant
possibility due to the impact of ‘BI Analytics Emerging Trend’.
2. Vertical Role Shift Perception: Both the Oracle and SAP Functional
Consultants seem to agree that 'Vertical Role Shift' due to the ‘BI Analytics
Emerging Trend’, will only have secondary impact on their career.
This can be deduced from the 'Second Rank' given to the post-trend
'Vertical Role Shift' by over 59% of the Oracle Consultants and SAP Functional
Consultants.
3. Technical Role Shift Perception: ‘BI Analytics Emerging Trend’
seems to be very highly impacting the technical role in the careers of both the
ERP Consultants.
This result is evident from the 'First Rank' given to the post-trend
'Technical Role Shift' by over 75% of the Oracle Functional Consultants and over
79% of the SAP Functional Consultants.
The statistical test of data, the Mann -Whitney U test follows.
222
MANN-WHITNEY U TEST
BI ANALYTICS IN CORE ERP EMERGING TREND
Data Table
Table:DA22-T4
BI ANALYTICS : Mann-Whitney Test : Descriptive Statistics
ROLE SHIFT FACTORS N Mean Std. Deviation Min. Max.
HORIZONTAL ROLE SHIFT 430 2.57 .709 1 3
VERTICAL ROLE SHIFT 430 2.21 .600 1 3
TECHNICAL ROLE SHIFT 430 1.23 .418 1 2
Mann-Whitney Test - Ranks
Table:DA22-T5
BI ANALYTICS : Mann-Whitney Test : Ranks
ROLE SHIFT FACTORS ERP N Mean Rank Sum of Ranks
HORIZONTAL ROLESHIFT
ORA 212 218.09 46235.00
SAP 218 212.98 46430.00
VERTICAL ROLESHIFT
ORA 212 209.90 44498.00
SAP 218 220.95 48167.00
TECHNICAL ROLESHIFT
ORA 212 220.75 46799.00
SAP 218 210.39 45866.00
Total 430
Mann-Whitney Test
Table:DA22-T6
BI ANALYTICS : Mann-Whitney Test : Test Statistics
HORIZONTAL ROLESHIFT
VERTICAL ROLESHIFT
TECHNICAL ROLESHIFT
Mann-Whitney U 22559.000 21920.000 21995.000
Wilcoxon W 46430.000 44498.000 45866.000
Z -.526 -1.060 -1.193
Asymp. Sig.(2-tailed)
.599 .289 .233
223
Interpretation of the Statistical Test
The Null Hypotheses H0 formulated for 'BI Analytics Emerging Trend' is
tested using Mann-Whitney U Test, based on a probability of 95% confidence
interval (i.e.,) a significance level of 0.05. The result table of the comparison of
the two ERP groups, shows the test statistic U value as well as the asymptotic
significance (2-tailed) P-value.
The P-values of all three post-trend Role changes -'Horizontal Role Shift
(0.599)', 'Vertical Role Shift (0.289)' and 'Technical Role Shift (0.233)' - are
higher than the significance value 0.05. Hence all the three Null Hypotheses
stating that there are no significant differences between the groups of Oracle and
SAP Consultants are accepted. It is also evident from the uniform ranking given
by the Consultants on the effect of the Trend on their career as seen below.
Horizontal Role Shift Vertical Role Shift Technical Role Shift
Oracle Consultants Third Rank Second Rank First Rank
SAP Consultants Third Rank Second Rank First Rank
The results of the Mann-Whitney Hypothesis testing are summarized:
NULL HYPOTHESES TESTING RESULTS HYP. No. 56 - 58HYPNo.
DependentVariable
NULL Hypothesis Ho Result
56HorizontalRole ShiftPerception
There is no Significant Statistical Difference in “HorizontalRole Shift Perception” of the BI Analytics EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted
57VerticalRole ShiftPerception
There is no Significant Statistical Difference in “VerticalRole Shift Perception” of the BI Analytics EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted
58TechnicalRole ShiftPerception
There is no Significant Statistical Difference in “TechnicalRole Shift Perception” of the BI Analytics EmergingTrend, between the ORACLE ERP and SAP ERPFunctional Consultants.
Accepted