Table 5 Analysis of variance of cluster members
From: Development of an enterprise risk inventory for healthcare
Questions | Cluster mean square | df | Error mean square | df | F | sig. |
|---|---|---|---|---|---|---|
Clinical Batch Claim | 27.262 | 3 | 2.234 | 49 | 12.204 | .000 |
Conflicts Due To Organizational Hierarchy | 28.863 | 3 | 2.493 | 49 | 11.577 | .000 |
Dependence on health insurance | 47.235 | 3 | 2.074 | 49 | 22.777 | .000 |
Dispute with insurance companies in reimbursement | 33.268 | 3 | 2.987 | 49 | 11.136 | .000 |
Environmental protection agency | 32.966 | 3 | 3.428 | 49 | 9.617 | .000 |
External media communication | 16.074 | 3 | 2.019 | 49 | 7.960 | .000 |
Fraud commited by a provider | 67.311 | 3 | 2.077 | 49 | 32.411 | .000 |
Non-compliance with laws and regulations | 20.580 | 3 | 1.552 | 49 | 13.257 | .000 |
Loss of occupational safety and healthcare administration (OSHA in USA) | 23.920 | 3 | 3.024 | 49 | 7.911 | .000 |
Physician wellness | 16.601 | 3 | 1.559 | 49 | 10.650 | .000 |
Sentinel event | 16.908 | 3 | 1.143 | 49 | 14.797 | .000 |
Board governance-Poor communication or lack of direction | 19.512 | 3 | 2.992 | 49 | 6.522 | .001 |
Active shooter | 23.871 | 3 | 4.210 | 49 | 5.670 | .002 |
Financial batch claim emanating from Reimbursement reform | 30.082 | 3 | 5.108 | 49 | 5.889 | .002 |
Cyber security | 5.239 | 3 | .970 | 49 | 5.401 | .003 |
Unethical conduct | 11.637 | 3 | 2.165 | 49 | 5.376 | .003 |
Supply chain | 6.196 | 3 | 1.380 | 49 | 4.491 | .007 |
Union strike | 18.470 | 3 | 4.808 | 49 | 3.841 | .015 |
Business Interruption due to natural catastrophe | 13.759 | 3 | 3.754 | 49 | 3.666 | .018 |
Relationship between the school of medicine (SOM) and Hospital | 13.718 | 3 | 3.886 | 49 | 3.531 | .021 |
Electronic Health Record (EHR) | 7.338 | 3 | 2.234 | 49 | 3.285 | .028 |
Terrorism | 14.222 | 3 | 5.269 | 49 | 2.699 | .056 |
Organizational Culture | 4.998 | 3 | 1.915 | 49 | 2.610 | .062 |
Loss of Accreditation | 8.363 | 3 | 3.252 | 49 | 2.571 | .065 |
Government Instability | 7.226 | 3 | 2.971 | 49 | 2.432 | .076 |
Deficiency in developing new technology and innovating | 8.506 | 3 | 4.223 | 49 | 2.014 | .124 |
Talent retention | 5.491 | 3 | 2.781 | 49 | 1.974 | .130 |
Use of social communication networks | 2.744 | 3 | 2.176 | 49 | 1.261 | .298 |