Figure 1.
Regression coefficient
| Prototype | Type | (Non-Standard transactions B) | (Standard error) | (Beta Standard coefficients | t | Sig |
|---|---|---|---|---|---|---|
| (Fixed) | 1.458 | 0.186 | 7.861 | 0.000 | ||
| 1 (H1) | (SIS) | 0.278 | 0.081 | 0.332 | 3.427 | 0.001 |
| (Fixed) | 1.294 | 0.258 | 5.021 | 0.000 | ||
| 1 H1(a) | (SIS) | 0.311 | 0.113 | 0.272 | 2.759 | 0.007 |
| (Fixed) | 1.771 | 0.247 | 7.183 | 0.000 | ||
| 1 H1(b) | (SIS) | 0.161 | 0.108 | 0.151 | 1.489 | 0.140 |
| (Fixed) | 1.859 | 0.262 | 7.081 | 0.000 | ||
| 1 H1(c) | (SIS) | 0.076 | 0.115 | 0.068 | 0.660 | 0.511 |
| (Fixed) | 1.859 | 0.262 | 7.081 | 0.000 | ||
| 1 H1(d) | (SIS) | 0.076 | 0.115 | 0.068 | 0.660 | 0.511 |
| (Fixed) | 0.715 | 0.223 | 3.201 | 0.002 | ||
| 1 H1(e) | (SIS) | 0.559 | 0.098 | 0.506 | 5.712 | 0.000 |
Demographic characteristics of the study sample
| Personality variables | Duplicate | Percentage % | |
|---|---|---|---|
| Sex | Male | 62 | 63.9 |
| Female | 35 | 36.1 | |
| Age group | 25 to 35 | 15 | 15.5 |
| 36 to 50 | 74 | 76.3 | |
| More than 50 years | 8 | 8.2 | |
| Current position | Frame | 39 | 40.2 |
| Controller | 22 | 22 .7 | |
| Executive Assistant | 19 | 19.6 | |
| Other position | 17 | 17 .5 | |
| Educational qualification | Secondary education | 9 | 9. 3 |
| Baccalaureate | 4 | 4 .1 | |
| Senior Technician | 16 | 16.5 | |
| Bachelor | 54 | 55.7 | |
| Master | 11 | 11.3 | |
| Master | 1 | 1.0 | |
| Doctor | 2 | 2.1 | |
| Years of experience in the foundation | Less than 5 years old | 5 | 5.2 |
| 5 years to 15 years | 48 | 49.5 | |
| More than 15 years | 44 | 45.4 | |
Computational averages and standard deviations of the competitive advantage variable
| Dimension | Arithmetic average | Standard deviation | Degree of approval |
|---|---|---|---|
| Cost | 1.99 | 0.638 | High |
| Quality | 2.13 | 0.688 | High |
| Deliverable | 1.97 | 0.645 | High |
| Flexibility | 2.29 | 0.783 | High |
| Creativity and Development | 2.02 | 0.589 | High |
Pearson correlation coefficient between strategic information systems and competitive advantage
| Variable | Test | Strategic Information Systems | Competitive advantage |
|---|---|---|---|
| Strategic Information Systems | Pearson correlation | 1 | 0.332** |
| Sig. | 0.001 | ||
| Pearson correlation | 0.332** | 1 | |
| Competitive advantage | Sig. | 0.001 | |
| Number | N | 97 | 97 |
Minimum and Upper Limits of the Pentagonal Likert Scale
| Degree of approval | Strongly agree | Agree | Neutral | Disagree | Strongly disagree |
|---|---|---|---|---|---|
| Arithmetic average | (1.00-1.80) | (1.81-2.60) | (2.61-3.40) | (3.41-4.20) | (4.21-5.00) |
Determination coefficient
| Hypotheses | Correlation coefficient R | R2 | R2 adjusted | Standard error of estimation |
|---|---|---|---|---|
| H1 | 0.332a | 0.110 | 0.101 | 0.34115 |
| H1(a) | 0.272a | 0.074 | 0.064 | 0.47379 |
| H1(b) | 0.151a | 0.023 | 0.013 | 0.45346 |
| H1(c) | 0.068a | 0.005 | -0.006 | 0.48273 |
| H1(d) | 0.189a | 0.036 | 0.025 | 0.63983 |
| H1(e) | 0.506a | 0.256 | 0.248 | 0.41088 |
Analysis of variance Anova
| Hypotheses | Total squares | The degree of freedom | Average squares | F value | P value |
|---|---|---|---|---|---|
| H1 | 1.367 | 1 | 1.367 | 11.745 | 0.001b |
| H1(a) | 1.708 | 1 | 1.708 | 7.610 | 0.007b |
| H1(b) | 0.456 | 1 | 0.456 | 2.219 | 0.140b |
| H1(c) | 0.102 | 1 | 0.102 | 0.436 | 0.511b |
| H1(d) | 1.434 | 1 | 1.434 | 3.502 | 0.064b |
| H1(e) | 5.509 | 1 | 5.509 | 32.630 | 0.000b |
Dimensions of the competitive advantage Axis
| Focus of the study: competitive advantage | Items |
|---|---|
| Cost | From items 26 to 30 |
| Quality | From items 31 to 35 |
| Deliverable | From items 36 to 40 |
| Flexibility | From items 41 to 45 |
| Innovation & Development | From items 46 to 50 |
Cronbach’s Alpha Overall Test
| Axles | Number of phrases | Alpha Cronbach |
|---|---|---|
| Strategic Information Systems | 25 | 0.831 |
| Competitive advantage | 25 | 0.882 |
| Questionnaire | 50 | 0.909 |
Dimensions of the strategic information systems axis
| Focus of the study: strategic information systems | Items |
|---|---|
| Organizational structure | From items 1 to 5 |
| Strategy | From items 6 to 10 |
| Material resources | From items11 to 15 |
| Human resources | From items 16 to 20 |
| Software | From items 21 to 25 |
Hypothesis testing summary
| Hypotheses | Relationship test | Analysis of variance + regression coefficient and determination |
|---|---|---|
| H1 | Medium | Accept |
| H1(a) | Medium | Accept |
| H1(b) | Weak | Reject |
| H1(c) | Weak | Reject |
| H1(d) | Weak | Reject |
| H1(e) | Medium | Accept |
Computational averages and standard deviations of the strategic information systems variable
| Dimension | Arithmetic mean | Standard deviation | Degree of approval |
|---|---|---|---|
| Organizational structure | 2.32 | 0.769 | High |
| Strategy | 2.21 | 0.707 | High |
| Infrastructure | 1.85 | 0.643 | High |
| Human resources | 2.56 | 0.922 | High |
| Software | 1.90 | 0.648 | High |