Financial Crises Management in Light of Accounting Information Systems Success: Investigating Direct and Indirect Influences
Abstract
:1. Introduction
2. Literature Review
Theoretical Background and Framework
3. Hypotheses Development
3.1. Accounting Information System Success (AISS) and Financial Crisis Management (FCM)
3.2. System Quality (SQ) and Financial Crisis Management (FCM)
3.3. Information Quality (IQ) and Financial Crisis Management (FCM)
3.4. Service Quality (SVQ) and Financial Crisis Management (FCM)
3.5. System Use (SU) and Financial Crisis Management (FCM)
3.6. User Satisfaction (US) and Financial Crisis Management (FCM)
3.7. System Use (SU) as Mediator
3.8. User Satisfaction (US) as Mediator
4. Data and Methodology
5. Findings and Analysis
5.1. Descriptive Analysis
5.2. Measurement Model Assessment
5.3. Structural Model Assessment
5.3.1. Hypotheses Testing (Path Analysis): Direct Influences
5.3.2. Hypotheses Testing (Path Analysis): Indirect Influences
5.4. Determination Coefficient (R2), Effects Sizes (f2) and Predictive Relevance (Q2)
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Questionnaire
Section A: The Following Statement Measures the Success of Accounting Information Systems (AIS). | Agreement Degree | |||||
V.H. | H. | M. | L. | V.L. | ||
System Quality | ||||||
1. | The AIS is easy to learn, understand, and use. | 5 | 4 | 3 | 2 | 1 |
2. | The AIS is flexible enough for maintenance and development. | 5 | 4 | 3 | 2 | 1 |
3. | The AIS is integrated with its components and the other systems. | 5 | 4 | 3 | 2 | 1 |
4. | The AIS reacts and responds quickly (without delay). | 5 | 4 | 3 | 2 | 1 |
5. | The AIS is operating properly and reliably (no crash or failure). | 5 | 4 | 3 | 2 | 1 |
6. | The AIS is available and easy to access whenever needed. | 5 | 4 | 3 | 2 | 1 |
7. | The AIS has security, access control, and permissions. | 5 | 4 | 3 | 2 | 1 |
Information Quality | ||||||
8. | The information provided by AIS is appropriate and meets the needs. | 5 | 4 | 3 | 2 | 1 |
9. | The information provided by AIS is accurate and neutral (no errors, correct). | 5 | 4 | 3 | 2 | 1 |
10. | The information provided by AIS is complete and comprehensive. | 5 | 4 | 3 | 2 | 1 |
11. | The information provided by AIS is timely and up-to-date. | 5 | 4 | 3 | 2 | 1 |
12. | The information provided by AIS is understandable. | 5 | 4 | 3 | 2 | 1 |
13. | The information provided by AIS is clearly organized and well-formatted. | 5 | 4 | 3 | 2 | 1 |
14. | The information provided by AIS is consistent and comparable. | 5 | 4 | 3 | 2 | 1 |
15. | The information provided by AIS is verifiable. | 5 | 4 | 3 | 2 | 1 |
16. | The information provided by AIS is predictive and confirmatory. | 5 | 4 | 3 | 2 | 1 |
Service Quality | ||||||
17. | The IS staff is willing to help users and give prompt service. | 5 | 4 | 3 | 2 | 1 |
18. | The IS staff gives users suitable personal attention and considers their best interests. | 5 | 4 | 3 | 2 | 1 |
19. | The IS staff is dependable and provides services at the promised time. | 5 | 4 | 3 | 2 | 1 |
20. | The IS staff have user confidence and sufficient knowledge of their jobs. | 5 | 4 | 3 | 2 | 1 |
21. | The IS staff provides updating of the hardware and software of the AIS. | 5 | 4 | 3 | 2 | 1 |
System Use | ||||||
22. | The AIS is used frequently and extensively. | 5 | 4 | 3 | 2 | 1 |
23. | The number of reports requested from the AIS is sufficient to perform the job well. | 5 | 4 | 3 | 2 | 1 |
24. | The AIS is used for long periods of time. | 5 | 4 | 3 | 2 | 1 |
25. | The use of AIS is greater than originally expected. | 5 | 4 | 3 | 2 | 1 |
26. | The trend towards using the AIS will increase. | 5 | 4 | 3 | 2 | 1 |
27. | The use of the AIS is of major importance in performing the financial and accounting functional tasks. | 5 | 4 | 3 | 2 | 1 |
User Satisfaction | ||||||
28. | The current performance of AIS and the quality of its electronic services are very satisfactory. | 5 | 4 | 3 | 2 | 1 |
29. | There is a conviction that the design of AIS takes into account the desires and needs of its users. | 5 | 4 | 3 | 2 | 1 |
30. | The users of AIS receive adequate training to develop their skills. | 5 | 4 | 3 | 2 | 1 |
31. | The users of AIS are involved in its development and their opinions are taken into account. | 5 | 4 | 3 | 2 | 1 |
Section B: The following statement measures the effectiveness of Financial Crisis Management (FCM). | Agreement Degree | |||||
V.H. | H. | M. | L. | V.L. | ||
Pre-Financial Crisis Management (involves tasks of early warning signal detection and preparedness/prevention). | ||||||
32. | There is sufficient interest in identifying and collecting signs of financial crisis occurrence. | 5 | 4 | 3 | 2 | 1 |
33. | There is sufficient interest in the classification and analysis of signs of financial crisis emergence. | 5 | 4 | 3 | 2 | 1 |
34. | The internal and external work environment is monitored for detecting signs of financial crisis occurrence. | 5 | 4 | 3 | 2 | 1 |
35. | There is a supportive organizational culture for detecting signs of financial crisis occurrence. | 5 | 4 | 3 | 2 | 1 |
36. | The AIS contributes to supporting the processes for detecting signs of financial crisis occurrence. | 5 | 4 | 3 | 2 | 1 |
37. | The AIS contributes to supporting the processes of financial analysis and forecasting the financial crisis occurrence. | 5 | 4 | 3 | 2 | 1 |
38. | There is a unit/team that performs the tasks of preparing and preventing the financial crisis. | 5 | 4 | 3 | 2 | 1 |
39. | Sufficient courses and training programs are available in the field of financial crisis management. | 5 | 4 | 3 | 2 | 1 |
40. | Periodic and regular meetings and workshops are held to discuss dealing with potential financial crises. | 5 | 4 | 3 | 2 | 1 |
41. | Experiments and simulations are conducted to deal with a potential financial crisis. | 5 | 4 | 3 | 2 | 1 |
42. | There is control, monitoring, and analysis of the practices and events that lead to a financial crisis. | 5 | 4 | 3 | 2 | 1 |
43. | Adequate and comprehensive planning and preparedness are available for all financial crisis scenarios. | 5 | 4 | 3 | 2 | 1 |
44. | There is a regular and continuous review and development of plans prepared to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
45. | There is effective coordination between departments to access the resources necessary to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
46. | Effective channels of communication and cooperation are available with various relevant organizations to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
47. | Experts and specialists are engaged and utilized to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
48. | The AIS contributes to improving the processes of preparedness and prevention of the financial crisis. | 5 | 4 | 3 | 2 | 1 |
49. | The AIS contributes to providing comprehensive financial databases to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
50. | The AIS contributes to the storage, processing, and retrieval of information effectively to manage the financial crisis with the ability to backup information. | 5 | 4 | 3 | 2 | 1 |
51. | The AIS contributes to financial risk assessment and financial planning for preparedness and prevention of the financial crisis. | 5 | 4 | 3 | 2 | 1 |
During-Financial Crisis Management (involves tasks of containment and damage reduction) | ||||||
52. | There is an ability to manage time effectively while dealing with the financial crisis. | 5 | 4 | 3 | 2 | 1 |
53. | There is a rapid distribution of tasks and powers to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
54. | There is speed and effectiveness in controlling the financial crisis and mitigating its effects. | 5 | 4 | 3 | 2 | 1 |
55. | There is a holding of immediate and periodic meetings (crisis cell) to manage and analyze the financial crisis. | 5 | 4 | 3 | 2 | 1 |
56. | There is an ability to raise public awareness of the financial crisis and reduce rumours. | 5 | 4 | 3 | 2 | 1 |
57. | There is an ability to prevent the exacerbation of the financial crisis and the occurrence of sub-crises. | 5 | 4 | 3 | 2 | 1 |
58. | There is effectiveness and speed in following up on the implementation of pre-prepared plans and scenarios to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
59. | There is an active participation of the departments in the process of implementing the financial crisis management plans. | 5 | 4 | 3 | 2 | 1 |
60. | Sufficient incentives, rewards, and facilities are provided to support the financial crisis management process | 5 | 4 | 3 | 2 | 1 |
61. | Emergency financial allocations are created to maintain work during the financial crisis. | 5 | 4 | 3 | 2 | 1 |
62. | Activities expenditures are minimized to mitigate the effects of the financial crisis. | 5 | 4 | 3 | 2 | 1 |
63. | The AIS contributes to supporting the containment and limiting the damages processes of the financial crisis. | 5 | 4 | 3 | 2 | 1 |
64. | The AIS contributes to maintaining the availability of up-to-date and real-time information to manage the financial crisis | 5 | 4 | 3 | 2 | 1 |
65. | The AIS contributes to improving the speed of decision-making to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
66. | The AIS contributes to providing the decision-maker with accurate and rapid information on the financial situation to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
67. | The AIS contributes to maintaining the confidentiality, integrity, and availability of information related to financial crisis management. | 5 | 4 | 3 | 2 | 1 |
68. | The AIS contributes to allocating available financial resources and rationalizing expenditures accurately and effectively to manage the financial crisis. | 5 | 4 | 3 | 2 | 1 |
Legend: V.H.: Very High. H.: High. M.: Medium. L.: Low. V.L.: Very Low. |
Appendix B. Outcomes of the Direct Association between the SQ, IQ, SVQ and SU, US
Path | B | S.E. | t-Statistics | p-Value | Decision |
SQ → SU | 0.181 | 0.065 | 2.789 | 0.004 | Supported |
IQ → SU | 0.604 | 0.062 | 9.800 | 0.000 | Supported |
SVQ → SU | 0.031 | 0.074 | 0.412 | 0.680 | Not supported |
SQ → US | 0.719 | 0.061 | 11.824 | 0.000 | Supported |
IQ → US | 0.167 | 0.063 | 2.650 | 0.005 | Supported |
SVQ → US | −0.063 | 0.065 | 0.966 | 0.335 | Not supported |
Legend: Significant at 0.05 (2-tailed). SQ: System Quality. IQ: Information Quality. SVQ: Service Quality. SU: System Use. US: User Satisfaction. |
Appendix C. Outcomes of the Direct Association between the AISS and P-FCM, D-FCM
Path | B | S.E. | t-Statistics | p-Value | Decision |
AISS → P-FCM | 0.883 | 0.018 | 47.949 | 0.000 | Supported |
AISS → D-FCM | 0.688 | 0.031 | 21.903 | 0.000 | Supported |
Legend: Significant at 0.05 (2-tailed). AISS: Accounting Information Systems success. P-FCM: Pre-financial Crisis Management. D-FCM: During financial Crisis Management. |
Appendix D. Literature Review of the Relationship between ISS and CM
Studies | Variable (Predicted Sign) |
Crisis Management (+ve) | |
Alsaqqa and Soufi (2021) [18]; Ahmed and Al-Ani (2021) [26]; Dahham et al. (2020) [58]; Alzoubi (2020) [32]; Adwan, (2019) [33]; Hanna et al. (2018) [19]; Almashaqba (2017) [21]; Bushra (2017) [20]; Nour Al-Daem (2015) [28]; Zwyalif (2015) [29]; Alsoudani and Altaany (2014) [22]; Abdul Razzaq (2011) [24]; Abu Omar (2009) [25]; Alkshali and Al-Qutob (2007) [30]. | Overall Supported (positive) |
Appendix E. Literature Review of the Association between SQ, IQ, SVQ, SU, US and CM
Independent Variable (AISS) (SQ, IQ, SVQ, SU, US) | Dependent Variable (FCM) | Studies | Result | Overall |
System Quality | Crisis Management | Dahham et al. (2020) [58]; Alzoubi (2020) [32]; Al-Hayaly (2011) [59]; Ahmed and Al-Ani (2021) [26]; Alabaddi et al. (2020) [60]; Adwan (2019) [33]; Zwyalif (2015) [29]; Nour Al-Daem (2015) [28]; Abu Omar (2009) [25]; Alkshali and Al-Qutob (2007) [30]; Bushra (2017) [20]; Abdul Razzaq (2011) [24]. | S | Supported (positive) |
Gopinathan and Raman (2020) [61]. | NS | |||
Information Quality | Crisis Management | Dahham et al. (2020) [58]; Qaddoriy and Mahameed (2020) [31]; Al-Hayaly (2011) [59]; Ahmed and Al-Ani (2021) [26]; Al Jaberi and Qawasmeh (2020) [27]; Gopinathan and Raman (2020) [61]. Al-Amyan (2016) [62]; Alabaddi, et al. (2020) [60]; Adwan (2019) [33]; Nour Al-Daem (2015) [28]; Zwyalif (2015) [29]; Abu Omar (2009) [25]; Alkshali and Al-Qutob (2007) [30]; Bushra (2017) [20]; Abdul Razzaq (2011) [24]. | S | Supported (positive) |
Fatiha (2022) [23]. | NS | |||
Service Quality | Crisis Management | Dalloul et al. (2023) [1]; Adwan (2019) [33]; Al-Hayaly (2011) [59]. | S | Supported (positive) |
Gopinathan and Raman (2020) [61] | SN | |||
System Use | Crisis Management | Alkshali & Al-Qutob (2007) [30]; Nour Al-Daem (2015) [28]; Zwyalif (2015) [29]; Alsoudani and Altaany (2014) [22]; Bushra (2017) [20]; Abdul Razzaq (2011) [24]. | S | Supported (positive) |
User Satisfaction | Crisis Management | Dahham et al., (2020) [58]; Alzoubi (2020) [32]; Lshammari et al. (2020) [63]; Alkshali and Al-Qutob (2007) [30]; Abu Omar (2009) [25]; Abdul Razzaq (2011) [24]. | S | Supported (positive) |
Nour Al-Daem (2015) [28]; Zwyalif (2015) [29]. | NS | |||
Legend: S = statistically significant, NS = not statistically significant. |
Appendix F. Literature Review on System Use and User Satisfaction as MV
Studies | Variable (Predicted Sign) |
Turkmendag and Tuna (2022) [34]; Quyen and Nguyen (2020) [35]; Chen and Aklikokou (2019) [36]; Kosasi et al. (2019) [90]; Keikhosrokiani et al. (2020) [91]; Moslehpour et al. (2018) [64]; Santhanamery and Ramayah (2018) [65]; Ke and Su (2018) [66]; Al-Jabri (2015) [67]. Mustapha and Obid (2015) [68]; Mahama and Cheng (2013) [99]; Ali and Younes (2013) [92,93]; Dalloul et al. (2023) [1]. | System Use (SU) as a Mediator Variable (MV) (+ve) |
Overall Supported (positive) | |
Riandi et al. (2021) [37]; Kamboj et al. (2021) [38]; Akel & Armağan (2021) [39]; Demir et al. (2021) [40]; Trivedi and Yadav (2020) [69]; Al-Okaily et al. (2020) [98]; Pramod and Bae (2019) [70]; Ahmad and Balal (2019) [71]; Phuong and Trang (2018) [72]; Alorfi (2018) [73]. Yassien et al. (2017) [94]; Islam et al. (2017) [95]; Waeyenberg et al. (2017) [96]. | User Satisfaction (US) as a Mediator Variable (MV) (+ve) |
Overall Supported (positive) |
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Dimension/Variables | Indicators/Items |
---|---|
System Quality | Flexibility. Reliability. Easiness. Integration. Availability. Response Time. |
Information Quality | Relevance. Predictability. Accuracy. Verifiability. Completeness, Comparability. Timeliness. Format. Understandability. |
Service Quality | Responsiveness. Empathy. Reliability. Assurance. Tangibles. |
System Use | Reports requested. Attitude Toward Use. Expectations and Amount of Use. Duration of Use. Importance/Appropriateness of Use. Frequency of Use. |
User Satisfaction | Performance and Overall Satisfaction. Needs. Training. Participation. |
Pre-Financial Crisis Management (Signal Detection Tasks) | Identifying and Collecting. Classifying and Analyzing. Monitoring Internal and External Environment. Organizational Culture. Information Systems. Financial Analysis. Forecasting. |
Pre-Financial Crisis Management (Preparation/Prevention Tasks) | Crisis Management Team and Centre. Training. Workshops, Meetings. Experiments and Simulation. Control, Monitoring and Analysis. Planning and Scenario Development. Review and Develop Plans. Coordination and Resource Accessibility. Communication and Cooperation Channels. Expert Use. Information Systems. Databases. Financial Risk Assessment. Financial Planning. Financial crisis information. |
During-Financial Crisis Management (Containment/Damage Limitation Tasks) | Realizing and Managing Time. Distributing Tasks, Responsibilities, and Powers. Leadership, Holding Meetings and Crisis Management Units. Responsiveness. Awareness and Media. Preventing Exacerbations and Sub-Crises. Implementing Plans and Scenarios and Follow-Up. Participation and Cooperation. Motivation and Reward. Emergency Financial Allocations and Maintaining Workflow. Rationalization of Expenditures. Information Systems. Financial Position. Decision Making Support. Speed and Updating of Information. Confidentiality, Integrity and Availability of information. Optimal Utilization of Available Resources. |
Distribution and Response Rates (Frequency, Rate) | |||||
---|---|---|---|---|---|
Distributed questionnaires (132) | Returned questionnaires (121) | ||||
Usable questionnaires (115) | Unusable questionnaires (6) | ||||
Initial response rate (91.67%) | Final (valid) response rate (87.12%) | ||||
Respondents Characteristics | |||||
Qualification | 5 (4.3%) Diploma | Experience | 24 (20.9%) Less than 5 years | ||
90 (78.3%) Bachelor’s | |||||
18 (15.7%) Master’s | 23 (20%) 5 years & less than 10 years | ||||
2 (1.7%) PhD | |||||
CM Training courses | 40 (34.8%) None | 27 (23.5%) 10 years & less than 15 years | |||
37 (32.2%) 1–3 courses | |||||
12 (10.4%) 4–5 courses | 41 (35.7%) 15 years & over | ||||
26 (22.6%) More than 5 courses | |||||
Specialization | 72 (62.6%) Accounting | AIS Training courses | 37 (32.2%) None | ||
12 (10.4%) Finance | 54 (47%) 1–3 courses | ||||
23 (20%) Management | 12 (10.4%) 4–5 courses | ||||
5 (4.3%) Economics | 12 (10.4%) More than 5 courses | ||||
3 (2.6%) Financial & banking | |||||
Variables | Mean | Standard Deviation | Relative Mean | Rank | |
System Quality (SQ) | 3.72 | 0.622 | 74.32% | 2 | |
Information Quality (IQ) | 3.67 | 0.539 | 73.43% | 4 | |
Service Quality (SVQ) | 3.63 | 0.460 | 72.62% | 5 | |
System Use (SU) | 3.79 | 0.587 | 75.88% | 1 | |
User Satisfaction (US) | 3.69 | 0.473 | 73.80% | 3 | |
AIS Success (overall) | 3.70 | 0.412 | 74.01% | - | |
Pre-financial crisis management (P-FCM) | 3.66 | 0.319 | 73.28% | 2 | |
During-financial crisis management (D-FCM) | 3.68 | 0.409 | 73.64% | 1 | |
Financial Crisis Management (FCM) (overall) | 3.67 | 0.313 | 73.46% | - |
Construct | Items | FL | CA | CR | AVE | |||||
---|---|---|---|---|---|---|---|---|---|---|
System Quality (SQ) | SQ1 | 0.889 | 0.938 | 0.953 | 0.803 | |||||
SQ2 | 0.796 | |||||||||
SQ3 | 0.939 | |||||||||
SQ5 | 0.911 | |||||||||
SQ6 | 0.936 | |||||||||
Information Quality (IQ) | IQ1 | 0.838 | 0.910 | 0.926 | 0.680 | |||||
IQ4 | 0.839 | |||||||||
IQ5 | 0.924 | |||||||||
IQ6 | 0.653 | |||||||||
IQ8 | 0.792 | |||||||||
IQ9 | 0.875 | |||||||||
Service Quality (SVQ) | SVQ1 | 0.780 | 0.760 | 0.846 | 0.579 | |||||
SVQ2 | 0.770 | |||||||||
SVQ3 | 0.738 | |||||||||
SVQ4 | 0.757 | |||||||||
System Use (SU) | SU1 | 0.894 | 0.860 | 0.912 | 0.776 | |||||
SU3 | 0.880 | |||||||||
SU4 | 0.868 | |||||||||
User Satisfaction (US) | US1 | 0.944 | 0.790 | 0.901 | 0.821 | |||||
US2 | 0.866 | |||||||||
Pre-Financial Crisis Management (P-FCM) | Pre12 | 0.728 | 0.918 | 0.943 | 0.807 | |||||
Pre14 | 0.922 | |||||||||
Pre20 | 0.952 | |||||||||
Pre3 | 0.971 | |||||||||
During-Financial Crisis Management (D-FCM) | Dur11 | 0.897 | 0.950 | 0.958 | 0.767 | |||||
Dur12 | 0.888 | |||||||||
Dur16 | 0.864 | |||||||||
Dur17 | 0.931 | |||||||||
Dur2 | 0.836 | |||||||||
Dur4 | 0.797 | |||||||||
Dur5 | 0.909 | |||||||||
Discriminant Validity: Fornell-Larcker Criterion | ||||||||||
Construct | D-FCM | IQ | P-FCM | SQ | SU | SVQ | US | |||
D-FCM | 0.876 | |||||||||
IQ | 0.547 | 0.824 | ||||||||
P-FCM | 0.614 | 0.769 | 0.898 | |||||||
SQ | 0.698 | 0.68 | 0.701 | 0.896 | ||||||
SU | 0.512 | 0.758 | 0.765 | 0.597 | 0.881 | |||||
SVQ | 0.478 | 0.551 | 0.594 | 0.62 | 0.475 | 0.761 | ||||
US | 0.608 | 0.637 | 0.706 | 0.798 | 0.752 | 0.484 | 0.906 | |||
Discriminant Validity: Cross Loading | ||||||||||
Latent Variable | D-FCM | IQ | P-FCM | SQ | SU | SVQ | US | |||
Dur11 | 0.897 | 0.680 | 0.634 | 0.703 | 0.657 | 0.576 | 0.652 | |||
Dur12 | 0.888 | 0.605 | 0.743 | 0.708 | 0.628 | 0.555 | 0.691 | |||
Dur16 | 0.864 | 0.556 | 0.474 | 0.556 | 0.397 | 0.324 | 0.435 | |||
Dur17 | 0.931 | 0.478 | 0.523 | 0.646 | 0.427 | 0.523 | 0.597 | |||
Dur2 | 0.836 | 0.244 | 0.367 | 0.641 | 0.249 | 0.303 | 0.484 | |||
Dur4 | 0.797 | 0.194 | 0.350 | 0.421 | 0.213 | 0.204 | 0.231 | |||
Dur5 | 0.909 | 0.416 | 0.532 | 0.531 | 0.388 | 0.292 | 0.483 | |||
IQ1 | 0.288 | 0.838 | 0.514 | 0.531 | 0.642 | 0.547 | 0.424 | |||
IQ4 | 0.641 | 0.839 | 0.775 | 0.747 | 0.665 | 0.426 | 0.736 | |||
IQ5 | 0.398 | 0.924 | 0.699 | 0.642 | 0.731 | 0.631 | 0.573 | |||
IQ6 | 0.447 | 0.653 | 0.332 | 0.453 | 0.417 | 0.351 | 0.322 | |||
IQ8 | 0.250 | 0.792 | 0.361 | 0.245 | 0.518 | 0.298 | 0.262 | |||
IQ9 | 0.530 | 0.875 | 0.816 | 0.559 | 0.675 | 0.445 | 0.576 | |||
Pre12 | 0.358 | 0.366 | 0.728 | 0.333 | 0.251 | 0.420 | 0.182 | |||
Pre14 | 0.596 | 0.756 | 0.922 | 0.674 | 0.760 | 0.395 | 0.661 | |||
Pre20 | 0.590 | 0.791 | 0.952 | 0.672 | 0.836 | 0.650 | 0.734 | |||
Pre3 | 0.613 | 0.755 | 0.971 | 0.751 | 0.759 | 0.631 | 0.799 | |||
SQ1 | 0.456 | 0.524 | 0.485 | 0.889 | 0.460 | 0.551 | 0.682 | |||
SQ2 | 0.572 | 0.337 | 0.501 | 0.796 | 0.248 | 0.446 | 0.577 | |||
SQ3 | 0.775 | 0.694 | 0.749 | 0.939 | 0.604 | 0.621 | 0.765 | |||
SQ5 | 0.603 | 0.707 | 0.548 | 0.911 | 0.515 | 0.523 | 0.646 | |||
SQ6 | 0.664 | 0.699 | 0.765 | 0.936 | 0.726 | 0.605 | 0.849 | |||
SU1 | 0.309 | 0.612 | 0.524 | 0.470 | 0.894 | 0.242 | 0.599 | |||
SU3 | 0.592 | 0.745 | 0.839 | 0.500 | 0.880 | 0.418 | 0.724 | |||
SU4 | 0.383 | 0.608 | 0.578 | 0.619 | 0.868 | 0.596 | 0.632 | |||
SVQ1 | 0.439 | 0.525 | 0.438 | 0.455 | 0.342 | 0.780 | 0.323 | |||
SVQ2 | 0.400 | 0.432 | 0.444 | 0.559 | 0.277 | 0.770 | 0.406 | |||
SVQ3 | 0.441 | 0.362 | 0.535 | 0.473 | 0.454 | 0.738 | 0.401 | |||
SVQ4 | 0.146 | 0.372 | 0.363 | 0.392 | 0.345 | 0.757 | 0.327 | |||
US1 | 0.635 | 0.623 | 0.785 | 0.810 | 0.750 | 0.523 | 0.944 | |||
US2 | 0.433 | 0.519 | 0.432 | 0.606 | 0.589 | 0.319 | 0.866 |
Hypo. | Path | β | S.E. | T Statistics | p Value | Decision |
---|---|---|---|---|---|---|
H1 | AISs → FCM | 0.885 | 0.015 | 58.946 | 0.000 | Supported |
H1.1 | SQ → FCM | 0.202 | 0.074 | 2.818 | 0.005 | Supported |
H1.2 | IQ → FCM | 0.155 | 0.064 | 2.372 | 0.018 | Supported |
H1.3 | SVQ → FCM | 0.242 | 0.068 | 3.406 | 0.001 | Supported |
H1.4 | SU → FCM | 0.225 | 0.064 | 3.638 | 0.000 | Supported |
H1.5 | US → FCM | 0.245 | 0.070 | 3.476 | 0.001 | Supported |
Hy. | Path | β | S.E. | T | P | Decision | Low-B. | Up-B. |
---|---|---|---|---|---|---|---|---|
Hm1 | SQ → SU → FCM | 0.073 | 0.028 | 2.612 | 0.009 | Supp. | 0.03 | 0.13 |
Hm2 | IQ → SU → FCM | 0.239 | 0.039 | 6.184 | 0.000 | Supp. | 0.17 | 0.31 |
Hm4 | SQ → US → FCM | 0.347 | 0.060 | 5.800 | 0.000 | Supp. | 0.22 | 0.45 |
Hm5 | IQ → US → FCM | 0.075 | 0.028 | 2.646 | 0.008 | Supp. | 0.02 | 0.13 |
Latent Variables | Variance Explained (R2) | ||
---|---|---|---|
Financial Crisis Management (FCM) | 0.802 | ||
Total | SSO | SSE | Q2 (=1 − SSE/SSO) |
Financial Crisis Management (FCM) | 575.000 | 223.330 | 0.612 |
Exogenous Construct | f-Squared (f2) | Effect Size | |
System Quality (SQ) | 0.056 | Small | |
Information Quality (IQ) | 0.038 | Small | |
Service Quality (SVQ) | 0.154 | Medium | |
System Use (SU) | 0.076 | Small | |
User Satisfaction (US) | 0.070 | Small |
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Dalloul, M.H.M.; binti Ibrahim, Z.; Urus, S.T. Financial Crises Management in Light of Accounting Information Systems Success: Investigating Direct and Indirect Influences. Sustainability 2023, 15, 8131. https://doi.org/10.3390/su15108131
Dalloul MHM, binti Ibrahim Z, Urus ST. Financial Crises Management in Light of Accounting Information Systems Success: Investigating Direct and Indirect Influences. Sustainability. 2023; 15(10):8131. https://doi.org/10.3390/su15108131
Chicago/Turabian StyleDalloul, Mahmoud Hany M., Zuraeda binti Ibrahim, and Sharina Tajul Urus. 2023. "Financial Crises Management in Light of Accounting Information Systems Success: Investigating Direct and Indirect Influences" Sustainability 15, no. 10: 8131. https://doi.org/10.3390/su15108131
APA StyleDalloul, M. H. M., binti Ibrahim, Z., & Urus, S. T. (2023). Financial Crises Management in Light of Accounting Information Systems Success: Investigating Direct and Indirect Influences. Sustainability, 15(10), 8131. https://doi.org/10.3390/su15108131