Submitted:
03 September 2023
Posted:
05 September 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
Literature review and hypotheses development
Management leadership
Decision making
Process management
Continuous improvement
Employee involvement
Relations with suppliers
Customer focus
Operational performance
Financial performance
3. Results
Research methodology
The nature of the research
Measurement instrument for TQM practices
Sample demographics
Statistical analysis
| Factor name | Reason for Elimination | CMIN/df | GFI | AGFI | NFI | IFI | TLI | CFI | RMSEA |
|---|---|---|---|---|---|---|---|---|---|
| CF5 | Eliminated in EFA | 3,937 | ,848 | ,829 | ,888 | ,914 | ,907 | ,914 | ,052 |
| PM6 | SR | 3,800 | ,859 | ,841 | ,894 | ,920 | ,913 | ,914 | ,051 |
| PM7 | SR | 3,743 | ,863 | ,845 | ,898 | ,923 | ,916 | ,923 | ,051 |
| RS1 | SR | 3,738 | ,865 | ,847 | ,900 | ,925 | ,918 | ,925 | ,051 |
| OQP1 | MI; SR | 3,503 | ,877 | ,861 | ,908 | ,932 | ,926 | ,932 | ,048 |
| OQP7 | MI; SR | 3,374 | ,884 | ,867 | ,912 | ,936 | ,930 | ,936 | ,047 |
| EI1 | MI; SR | 3,298 | ,889 | ,873 | ,915 | ,939 | ,933 | ,939 | ,046 |
| DM1 | MI; SR | 3,230 | ,895 | ,879 | ,919 | ,943 | ,937 | ,943 | ,046 |
| OQP2 | MI; SR | 3,072 | ,902 | ,886 | ,924 | ,948 | ,942 | ,948 | ,044 |
| L1 | MI; SR | 2,979 | ,907 | ,891 | ,929 | ,952 | ,946 | ,951 | ,043 |
| DM2 | MI | 2,975 | ,910 | ,894 | ,931 | ,953 | ,948 | ,953 | ,043 |
| OQP9 | SR | 2,950 | ,913 | ,897 | ,934 | ,955 | ,950 | ,955 | ,043 |
| CF 1 | MI; SR | 2,886 | ,918 | ,937 | ,957 | ,958 | ,952 | ,958 | ,042 |
4. Discussion
| Hypothesized link | Estimate | Standardized Estimate | SE | CR | p | ||
|---|---|---|---|---|---|---|---|
| Leadership | → | Operational-Quality Performance |
,151 | ,134 | ,058 | 2,601 | ,009*** |
| Decision Making | → | Operational-Quality Performance |
,111 | ,095 | ,063 | 1,755 | ,079* |
| Continuous Improvement | → | Operational-Quality Performance |
,076 | ,077 | ,045 | 1,711 | ,087* |
| Customer Focus | → | Operational-Quality Performance |
,387 | ,357 | ,044 | 8,792 | ,000*** |
| Employee Involvement | → | Operational-Quality Performance |
,021 | ,026 | ,033 | ,639 | ,523 |
| Process Management | → | Operational-Quality Performance |
,006 | ,006 | ,044 | ,136 | ,892 |
| Relations with Suppliers | → | Operational-Quality Performance |
,163 | ,201 | ,031 | 5,214 | ,000*** |
| Leadership | → | Financial Performance | ,108 | ,078 | ,079 | 1,357 | ,175 |
| Decision Making | → | Financial Performance | -,008 | -,005 | ,087 | -,090 | ,929 |
| Continuous Improvement | → | Financial Performance | ,035 | ,029 | ,061 | ,580 | ,562 |
| Customer Focus | → | Financial Performance | ,285 | ,213 | ,063 | 4,513 | ,000*** |
| Employee Involvement | → | Financial Performance | ,025 | ,025 | ,045 | ,556 | ,578 |
| Process Management | → | Financial Performance | ,102 | ,080 | ,061 | 1,669 | ,095* |
| Relations with Suppliers | → | Financial Performance | ,028 | ,028 | ,043 | ,657 | ,511 |
| Operational-Quality Performance | → | Financial Performance | ,330 | ,266 | ,058 | 5,728 | ,000*** |
5. Conclusions
Author Contributions
Conflicts of Interest
Appendix A. Measurement scales, survey items, and their sources
A.1. Leadership of management
A.2. Decision Making
A.3. Continuous Improvement
A.4. Customer focus
A.5. Employee Involvement
A.6. Process Management
A.7. Relations with suppliers
A.8. Operational and quality performance
A.9. Financial performance
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| Std.Regression Weights | S.E. | C.R. | p | Cronbach’sAlpha | Composite reliabity | A.V.E | ||
|---|---|---|---|---|---|---|---|---|
| Leadership | .873 | .875 | .585 | |||||
| L2 | .679 | |||||||
| L3 | .778 | .057 | 22.685 | *** | ||||
| L4 | .838 | .056 | 24.137 | *** | ||||
| L5 | .834 | .051 | 24.047 | *** | ||||
| L6 | .682 | .051 | 20.184 | *** | ||||
| Decision Making | .807 | .810 | .586 | |||||
| DM3 | .804 | .052 | 23.040 | *** | ||||
| DM4 | .782 | .052 | 22.568 | *** | ||||
| DM5 | .709 | |||||||
| Continuous Improvement | .873 | .878 | .644 | |||||
| CI1 | .698 | |||||||
| CI2 | .845 | .044 | 25.115 | *** | ||||
| CI3 | .832 | .043 | 24.785 | *** | ||||
| CI4 | .827 | .045 | 24.665 | *** | ||||
| Customer Focus | .876 | .877 | .587 | |||||
| CF2 | .752 | |||||||
| CF3 | .784 | .044 | 25.473 | *** | ||||
| CF4 | .76 | .043 | 24.633 | *** | ||||
| CF6 | .808 | .045 | 26.281 | *** | ||||
| CF7 | .727 | .044 | 23.474 | *** | ||||
| Employee Involvement | .917 | .918 | .738 | |||||
| EI2 | .865 | .035 | 31.746 | *** | ||||
| EI3 | .881 | .034 | 32.508 | *** | ||||
| EI4 | .901 | .033 | 33.466 | *** | ||||
| EI5 | .786 | |||||||
| Process Management | .847 | .871 | .580 | |||||
| PM1 | .781 | .060 | 17.285 | *** | ||||
| PM2 | .818 | .063 | 17.681 | *** | ||||
| PM3 | .801 | .060 | 17.507 | *** | ||||
| PM4 | .837 | .062 | 17.865 | *** | ||||
| PM5 | .532 | |||||||
| Relations with Suppliers | .923 | .925 | .756 | |||||
| RS2 | .809 | .029 | 35.181 | *** | ||||
| RS3 | .904 | .024 | 43.952 | *** | ||||
| RS4 | .894 | |||||||
| RS5 | .869 | .024 | 40.475 | *** | ||||
| Financial Performance | .893 | .895 | .810 | |||||
| FP1 | .856 | |||||||
| FP2 | .943 | .040 | 26.947 | *** | ||||
| Operational-Quality Performance | .879 | .879 | .593 | |||||
| OQP3 | .757 | .036 | 26.481 | *** | ||||
| OQP4 | .745 | .036 | 25.932 | *** | ||||
| OQP5 | .762 | .035 | 26.695 | *** | ||||
| OQP6 | .779 | .036 | 27.434 | *** | ||||
| OQP8 | .806 |
| Variables | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1. Leadership | 3.68 | .784 | ||||||||
| 2. Decision Making | 3.77 | .739 | .761** | |||||||
| 3. Continuous Improvement | 3.82 | .802 | .583** | .558** | ||||||
| 4. Customer Focus | 3.94 | .721 | .545** | .482** | .616** | |||||
| 5. Employee Involvement | 3.20 | .969 | .619** | .570** | .584** | .530** | ||||
| 6. Process Management | 3.71 | .781 | .563** | .627** | .672** | .496** | .526** | |||
| 7. Relations with Suppliers | 3.46 | .902 | .527** | .523** | .509** | .550** | .644** | .548** | ||
| 8. Financial Performance | 3.64 | .952 | .434** | .394** | .431** | .512** | .401** | .405** | .411** | |
| 9.Operational-Quality Performance | 3.75 | .719 | .571** | .536** | .549** | .651** | .530** | .493** | .576** | .531** |
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