Community Perceptions on the Critical Success Factors of Hotels’ Community-Based Corporate Social Responsibility
Abstract
:1. Introduction
1.1. Critical Success Factors for Implementing CSR
1.2. The Conceptual Background of the Study
2. Hypothesis Development
- Top management devotion (TMD) to CSR
- Formal CSR Strategic Plan and Practices (SPPs)
- Consumer-oriented strategy (COS)
- Implanting CSR into the organisational culture and citizen behaviour (OCCB)
- Employee devotion to CSR (ED)
- Stakeholder engagement (SE)
- Participation in community-related development activities (CB)
- Knowledge sharing (KS)
- Laws and social norms (LSNs)
- CSR project management and committees (PMCs)
- Finance preparedness (FP)
- Measurement and report of CSR performance (MRP)
3. Methodology
3.1. Questionnaire Design
3.2. Validity and Reliability of Quantitative Instrument
4. Results
4.1. Assessment of Measurement (Outer) Model
4.2. Individual Item Reliability
4.3. Internal Consistency Reliability
4.4. Convergent Validity
4.5. Discriminant Validity
4.6. Summary of Measurement Model
4.7. Assessment of the Significance of the Structural (Inner) Model and the Effect of Predictors on CSR
4.8. Assessment of Variance Explained in the Endogenous Latent Variable
4.9. Assessment of Predictive Relevance
5. Discussion and Conclusions
6. Limitation and Direction for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Sources and Context of Study | CSFs for CSR | |
---|---|---|
Corporate Responsibility Forum (2004) [11] The EU’s multi stakeholder forum on CSR in 2004 | 1. Devotion from key people 2. Integrating values and vision of CSR into business and culture 3. Integrating CSR into strategic management and operations 4. Setting appropriate goals and targets, related to core business 5. Communicating CSR aims and activities in a transparent way 6. Openness to learning improvement and innovation | 7. Engagement with external stakeholders 8. Involving employees in implementing CSR 9. Sharing experience and learning with stakeholders 10. The accessibility to effective initiatives 11. The existence of an appropriate legal environment 12. Awareness and responding to company issues |
Kahreh et al. (2013) [10] The banking sector of Iran | 1. Communicating purpose, vision, and values consistent with business 2. Information provision 3. Knowledge sharing 4. Cooperation 5. Legal norms 6. Employee volunteering 7. Community involvement 8. Involvement of the board of directors 9. Inspirational leadership 10. Financial orientation of organisation 11. Customer satisfaction and loyalty 12. Organisational brand 13. Employee devotion to CSR 14. Financial performance/preparedness | 15. Social norms and the impact of community factors 16. Transformation of stakeholders’ needs into business strategy 17. Organisational culture 18. Competitive orientation 19. Organisational citizenship behaviour 20. Formal strategic planning 21. High level of communication in organisation 22. Presence of a CSR committee 23. Top management devotion to CSR |
Nyuur et al. (2014) [12] Manufacturing, mining and extraction, retail, services, ICT, financial, and other sectors in Sub-Saharan Africa | 1. Leadership and governance 2. The availability of CSR policy framework within organisation 3. Project management 4. Monitoring, evaluation, and reporting 5. Enable to engage and communicate constantly with all stakeholders | 6. Staff engagement 7. Governments’ ability to create a conducive environment for CSR 8. The mutual exchange of CSR benefits between companies and communities 9. Funding |
Insurance company in Thailand | 1. Allocation of adequate budgets throughout the project 2. Top management devotion to CSR 3. Integrating CSR into everyday operational practice | 4. Staff engagement 5. Formal strategic planning and CSR measurement 6. Focus on quality of CSR 7. Project management |
Sangle (2009) [14] Indian public sector | 1. Integrating CSR with functional strategies of organisation 2. Organisational ability to management stakeholder groups 3. Ability to evaluate CSR benefits 4. Top management support 5. Integrating values and vision of CSR into organisational culture | 6. Openness to learning improvement and innovation 7. Employee involvement in implementing CSR 8. Sharing experience, learning from and with peers 9. Government support 10. Non-governmental organisations’ (NGOs) support 11. Society support |
Singchoo (2012) [15] The director of the sustainable business development institute at Thammasat University Thailand | 1. Leadership and governance 2. Participation of all sectors in CSR strategic planning process 3. Concerning consumers and market 4. Environmental management within organisations and society 5. CSR knowledge management and knowledge transfer to stakeholders 6. Ability of HRM | 7. Internal and external organisational communication 8. Resource management with reducing environmental and social impact 9. Obeying laws and participation in community and social development 10. Disclosure of CSR information |
Woo (2013) [16] | 1. Leadership and corporate tone 2. Line leadership and local support 3. Embed CSR into HRM 4. Stakeholder engagement and supply chain management | 5. Integrate CSR into marketing strategy 6. CSR measurement and communication |
Xuerong et al. (2013) [8] Chinese hotel industry | 1. Implementing CSR in the internal and external organisation 2. Providing accommodation and support for governmental activities | 3. More responsibility to all stakeholders 4. Linking CSR to core business 5. Disclosure of CSR information |
Researchers | [19] | [20] | [26] | [27] | [21] | [22] | [23] | [24] | [25] |
---|---|---|---|---|---|---|---|---|---|
CSFs for CSR | |||||||||
1. Top management devotion to CSR | √ | √ | √ | √ | √ | √ | √ | ||
2. Formal CSR strategic plan and practices | √ | √ | √ | √ | √ | ||||
3. Consumer-oriented strategy | √ | √ | √ | √ | √ | ||||
4. Implanting of CSR into the organisational culture and citizen behaviour | √ | √ | √ | √ | √ | √ | |||
5. Employee devotion to CSR | √ | √ | √ | √ | √ | √ | √ | √ | √ |
6. Stakeholder engagement | √ | √ | √ | √ | √ | √ | √ | ||
7. Participation in community-related activities | √ | √ | √ | √ | √ | √ | √ | ||
8. Knowledge sharing | √ | ||||||||
9. Laws and social norms | √ | √ | √ | ||||||
10. CSR project management and committees | √ | √ | |||||||
11. Financial performance | √ | √ | √ | √ | √ | ||||
12. Measurement and report of CSR performance | √ | √ | √ |
Scales | No. of Items | Cronbach’s Alpha |
---|---|---|
1. Top management devotion to CSR 2. Formal CSR strategic plan and practices 3. Consumer-oriented strategy 4. Implanting CSR into the organisational culture and citizen behaviour 5. Employee devotion to CSR 6. Stakeholder engagement 7. Participation in community-related CSR 8. Knowledge sharing 9. Laws and social norms 10. CSR project management committees 11. Financial performance/preparedness 12. Measurement and report of CSR performance | 3 3 3 3 3 3 3 3 3 3 3 3 | 0.863 0.868 0.799 0.888 0.859 0.945 0.888 0.863 0.869 0.861 0.926 0.912 |
Total | 0.979 |
Variables | Operational Definition |
---|---|
1. Top management devotion to CSR | Vision and support of management level to make hotels’ community-related CSR successful |
2. Formal CSR strategic plan and practices | Clear plan and direction to bring the CSR concept to everyday operational practice |
3. Consumer-oriented strategy | Strategy to ensure quality and safe products and services for customers |
4. Implanting CSR into the organisational culture and citizen behaviour | The embedment of shared beliefs held by organisational members to make the whole organisation concerned about CSR |
5. Employee devotion | Motivated staff that actively volunteer for CSR |
6. Stakeholder engagement | local stakeholders have the chance to engage in the decision-making process |
7. Participation in community-related development activities | Hotels take responsibility for developing the areas in which they operate |
8. Knowledge sharing | Knowledge sharing to support the exchanging of experiences and knowledge between hotels and the locals |
9. Laws and social norms | CSR programs that are in line with laws and social norms |
10. CSR project management committees | CSR project management committee that works on CSR from conception to completion |
11. Financial performance/preparedness | Allocation of an adequate budget throughout the project. |
12. Measurement and report of CSR performance | Measuring and reporting the performance of CSR upon project completion |
Frequency | Percentage | |
---|---|---|
Involved directly in a hotel’s community-related CSR | ||
Yes | 256 | 95.9 |
No | 11 | 4.1 |
District | ||
Ayer Hangat | 18 | 6.7 |
Bohor | 12 | 8.2 |
Kedawang | 46 | 17.2 |
Kuah | 112 | 41.9 |
Ulu Melaka | 13 | 8.6 |
Padang Mat Sirat | 46 | 17.2 |
Age | ||
Less than 30 years old | 105 | 39.3 |
31–40 years old | 89 | 33.3 |
41–50 years old | 40 | 15.0 |
51–60 years old | 21 | 7.9 |
More than 60 years old | 12 | 4.5 |
Gender | ||
Male | 112 | 41.9 |
Female | 155 | 58.1 |
Highest Education Level | ||
Vocational education | 44 | 16.5 |
Higher vocational education/SPM | 111 | 41.6 |
Bachelor’s degree | 87 | 32.6 |
Master’s degree | 7 | 2.6 |
Others | 18 | 6.7 |
Employment Status | ||
Government | 38 | 14.2 |
Private | 104 | 39.0 |
Business | 17 | 6.4 |
Self-Employed | 64 | 24.0 |
Unemployed | 44 | 16.5 |
Estimated Monthly Income | ||
Less than RM2000 | 178 | 66.7 |
RM2000–RM4000 | 77 | 28.8 |
RM4001–RM6000 | 10 | 3.7 |
RM6001–RM8000 | 2 | 0.7 |
Main Variable | Latent Construct and Indicator | Loading | Cronbach’s Alpha | Composite Reliability | AVE |
---|---|---|---|---|---|
TMD | B1 | 0.986 | 0.984 | 0.989 | 0.969 |
B2 | 0.990 | ||||
B3 | 0.997 | ||||
SPP | B4 | 0.768 | 0.813 | 0.887 | 0.725 |
B5 | 0.933 | ||||
B6 | 0.845 | ||||
COS | B7 | 0.813 | 0.818 | 0.892 | 0.734 |
B8 | 0.872 | ||||
B9 | 0.883 | ||||
OCCB | B10 | 0.954 | 0.894 | 0.935 | 0.829 |
B11 | 0.813 | ||||
B12 | 0.957 | ||||
ED | B13 | 0.842 | 0.821 | 0.893 | 0.737 |
B14 | 0.873 | ||||
B15 | 0.86 | ||||
SE | B16 | 0.861 | 0.835 | 0.901 | 0.752 |
B17 | 0.88 | ||||
B18 | 0.86 | ||||
CB | B19 | 0.84 | 0.813 | 0.889 | 0.728 |
B20 | 0.858 | ||||
B21 | 0.861 | ||||
KS | B22 | 0.866 | 0.837 | 0.902 | 0.754 |
B23 | 0.865 | ||||
B24 | 0.873 | ||||
LSN | B25 | 0.868 | 0.837 | 0.902 | 0.754 |
B26 | 0.883 | ||||
B27 | 0.855 | ||||
PMC | B28 | 0.877 | 0.808 | 0.886 | 0.722 |
B29 | 0.841 | ||||
B30 | 0.831 | ||||
FP | B31 | 0.838 | 0.801 | 0.883 | 0.715 |
B32 | 0.851 | ||||
B33 | 0.848 | ||||
MRP | B34 | 0.858 | 0.833 | 0.900 | 0.749 |
B35 | 0.853 | ||||
B36 | 0.885 |
CB | CE | COS | ED | FP | KS | LSN | MRP | OCCB | PMC | SPP | TMD | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CB | 0.853 | |||||||||||
CE | 0.732 | 0.867 | ||||||||||
COS | 0.672 | 0.738 | 0.856 | |||||||||
ED | 0.728 | 0.808 | 0.789 | 0.858 | ||||||||
FP | 0.758 | 0.658 | 0.655 | 0.685 | 0.846 | |||||||
KS | 0.783 | 0.768 | 0.675 | 0.741 | 0.75 | 0.868 | ||||||
LSN | 0.734 | 0.754 | 0.679 | 0.733 | 0.749 | 0.783 | 0.868 | |||||
MRP | 0.718 | 0.692 | 0.638 | 0.69 | 0.82 | 0.741 | 0.777 | 0.866 | ||||
OCCB | 0.699 | 0.761 | 0.751 | 0.74 | 0.616 | 0.676 | 0.647 | 0.61 | 0.911 | |||
PMC | 0.759 | 0.735 | 0.674 | 0.721 | 0.784 | 0.795 | 0.778 | 0.814 | 0.625 | 0.85 | ||
SPP | 0.63 | 0.666 | 0.765 | 0.705 | 0.574 | 0.606 | 0.642 | 0.583 | 0.678 | 0.617 | 0.851 | |
TMD | 0.539 | 0.651 | 0.703 | 0.675 | 0.537 | 0.619 | 0.605 | 0.575 | 0.636 | 0.613 | 0.737 | 0.984 |
CB | SE | COS | ED | FP | KS | LSN | MRP | OCCB | PMC | SPP | TMD | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
B1 | 0.532 | 0.637 | 0.672 | 0.664 | 0.523 | 0.611 | 0.595 | 0.561 | 0.622 | 0.596 | 0.723 | 0.986 |
B2 | 0.523 | 0.625 | 0.682 | 0.648 | 0.506 | 0.594 | 0.583 | 0.554 | 0.623 | 0.588 | 0.719 | 0.99 |
B3 | 0.536 | 0.66 | 0.722 | 0.681 | 0.555 | 0.623 | 0.608 | 0.582 | 0.633 | 0.624 | 0.734 | 0.977 |
B4 | 0.337 | 0.357 | 0.44 | 0.388 | 0.267 | 0.285 | 0.366 | 0.305 | 0.368 | 0.326 | 0.768 | 0.456 |
B5 | 0.593 | 0.616 | 0.709 | 0.673 | 0.539 | 0.557 | 0.605 | 0.552 | 0.646 | 0.573 | 0.933 | 0.713 |
B6 | 0.612 | 0.657 | 0.739 | 0.67 | 0.584 | 0.626 | 0.611 | 0.567 | 0.647 | 0.611 | 0.845 | 0.661 |
B7 | 0.553 | 0.6 | 0.813 | 0.622 | 0.523 | 0.536 | 0.513 | 0.493 | 0.626 | 0.515 | 0.625 | 0.576 |
B8 | 0.585 | 0.658 | 0.872 | 0.699 | 0.549 | 0.596 | 0.59 | 0.555 | 0.656 | 0.606 | 0.631 | 0.615 |
B9 | 0.588 | 0.638 | 0.883 | 0.702 | 0.606 | 0.6 | 0.633 | 0.585 | 0.648 | 0.604 | 0.708 | 0.616 |
B10 | 0.65 | 0.684 | 0.653 | 0.642 | 0.552 | 0.609 | 0.568 | 0.549 | 0.954 | 0.551 | 0.604 | 0.567 |
B11 | 0.608 | 0.674 | 0.716 | 0.701 | 0.57 | 0.606 | 0.613 | 0.562 | 0.813 | 0.587 | 0.618 | 0.593 |
B12 | 0.649 | 0.719 | 0.682 | 0.679 | 0.561 | 0.629 | 0.588 | 0.556 | 0.957 | 0.569 | 0.628 | 0.577 |
B13 | 0.611 | 0.699 | 0.68 | 0.842 | 0.582 | 0.619 | 0.616 | 0.58 | 0.632 | 0.621 | 0.63 | 0.581 |
B14 | 0.617 | 0.704 | 0.659 | 0.873 | 0.583 | 0.622 | 0.634 | 0.604 | 0.63 | 0.606 | 0.568 | 0.563 |
B15 | 0.645 | 0.677 | 0.691 | 0.86 | 0.6 | 0.665 | 0.636 | 0.592 | 0.641 | 0.629 | 0.617 | 0.593 |
B16 | 0.587 | 0.861 | 0.596 | 0.681 | 0.544 | 0.646 | 0.633 | 0.588 | 0.658 | 0.608 | 0.525 | 0.511 |
B17 | 0.634 | 0.88 | 0.696 | 0.725 | 0.61 | 0.7 | 0.65 | 0.62 | 0.667 | 0.656 | 0.638 | 0.616 |
B18 | 0.682 | 0.86 | 0.627 | 0.695 | 0.558 | 0.65 | 0.678 | 0.591 | 0.656 | 0.648 | 0.567 | 0.566 |
B19 | 0.84 | 0.589 | 0.536 | 0.603 | 0.628 | 0.641 | 0.599 | 0.582 | 0.59 | 0.635 | 0.489 | 0.414 |
B20 | 0.858 | 0.646 | 0.6 | 0.636 | 0.663 | 0.688 | 0.643 | 0.61 | 0.626 | 0.634 | 0.561 | 0.473 |
B21 | 0.861 | 0.639 | 0.585 | 0.624 | 0.65 | 0.676 | 0.638 | 0.646 | 0.574 | 0.674 | 0.564 | 0.494 |
B22 | 0.682 | 0.672 | 0.598 | 0.628 | 0.646 | 0.866 | 0.687 | 0.633 | 0.587 | 0.661 | 0.525 | 0.527 |
B23 | 0.714 | 0.677 | 0.595 | 0.666 | 0.67 | 0.865 | 0.653 | 0.647 | 0.616 | 0.704 | 0.537 | 0.56 |
B24 | 0.646 | 0.651 | 0.565 | 0.638 | 0.639 | 0.873 | 0.697 | 0.651 | 0.559 | 0.709 | 0.516 | 0.527 |
B25 | 0.684 | 0.644 | 0.606 | 0.646 | 0.685 | 0.693 | 0.868 | 0.677 | 0.588 | 0.667 | 0.556 | 0.502 |
B26 | 0.631 | 0.679 | 0.583 | 0.654 | 0.655 | 0.696 | 0.883 | 0.685 | 0.555 | 0.695 | 0.558 | 0.53 |
B27 | 0.592 | 0.642 | 0.58 | 0.607 | 0.607 | 0.648 | 0.855 | 0.661 | 0.541 | 0.664 | 0.559 | 0.547 |
B28 | 0.663 | 0.646 | 0.598 | 0.635 | 0.652 | 0.704 | 0.671 | 0.698 | 0.522 | 0.877 | 0.58 | 0.553 |
B29 | 0.66 | 0.646 | 0.586 | 0.662 | 0.685 | 0.713 | 0.67 | 0.682 | 0.598 | 0.841 | 0.501 | 0.555 |
B30 | 0.61 | 0.577 | 0.53 | 0.536 | 0.664 | 0.603 | 0.64 | 0.696 | 0.469 | 0.831 | 0.488 | 0.446 |
B31 | 0.689 | 0.625 | 0.588 | 0.628 | 0.838 | 0.653 | 0.643 | 0.686 | 0.558 | 0.705 | 0.521 | 0.518 |
B32 | 0.642 | 0.532 | 0.544 | 0.567 | 0.851 | 0.607 | 0.642 | 0.702 | 0.538 | 0.645 | 0.478 | 0.42 |
B33 | 0.592 | 0.512 | 0.528 | 0.544 | 0.848 | 0.641 | 0.615 | 0.692 | 0.467 | 0.639 | 0.457 | 0.421 |
B34 | 0.597 | 0.576 | 0.521 | 0.559 | 0.7 | 0.626 | 0.625 | 0.858 | 0.507 | 0.69 | 0.47 | 0.474 |
B35 | 0.647 | 0.623 | 0.577 | 0.615 | 0.712 | 0.678 | 0.685 | 0.853 | 0.552 | 0.717 | 0.533 | 0.509 |
B36 | 0.621 | 0.596 | 0.558 | 0.617 | 0.716 | 0.622 | 0.705 | 0.885 | 0.526 | 0.706 | 0.51 | 0.509 |
CB | CE | COS | ED | FP | KS | LSN | MRP | OCCB | PMC | SPP | TMD | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
CB | ||||||||||||
SE | 0.888 | |||||||||||
COS | 0.824 | 0.893 | ||||||||||
ED | 0.89 | 0.876 | 0.86 | |||||||||
FP | 0.839 | 0.804 | 0.806 | 0.844 | ||||||||
KS | 0.85 | 0.818 | 0.814 | 0.894 | 0.816 | |||||||
LSN | 0.887 | 0.802 | 0.816 | 0.882 | 0.812 | 0.833 | ||||||
MRP | 0.873 | 0.829 | 0.77 | 0.834 | 0.804 | 0.888 | 0.829 | |||||
OCCB | 0.821 | 0.883 | 0.881 | 0.866 | 0.73 | 0.783 | 0.749 | 0.709 | ||||
PMC | 0.836 | 0.893 | 0.824 | 0.882 | 0.875 | 0.865 | 0.845 | 0.893 | 0.735 | |||
SPP | 0.742 | 0.773 | 0.802 | 0.827 | 0.672 | 0.695 | 0.749 | 0.676 | 0.763 | 0.726 | ||
TMD | 0.603 | 0.718 | 0.783 | 0.75 | 0.603 | 0.683 | 0.667 | 0.634 | 0.68 | 0.683 | 0.799 |
Assessment | Criterion | Comment | Results |
---|---|---|---|
Internal Consistency | CR | Exceeded 0.08, thus demonstrating internal consistency | Achieved |
Indicator Reliability | Indicator Loading | All items loaded more than 0.5, demonstrating indicator reliability | Achieved |
Convergent Validity | AVE | Each construct has an AVE value more than 0.5, thus demonstrating convergent validity. | Achieved |
Discriminant Validity |
| Square root of the AVE values should be greater than the correlations among the latent constructs Loadings of each indicator were highest for their designated construct | Achieved Achieved |
| The value was less than 1 | Achieved |
Original Sample (O) | Sample Mean (M) | Standard Deviation (STDEV) | T Statistics (|O/ STDEV|) | p Values | |
---|---|---|---|---|---|
CB ≥ CSR | 0.218 | 0.217 | 0.069 | 3.169 | 0.002 |
SE ≥ CSR | 0.039 | 0.047 | 0.064 | 0.612 | 0.541 |
COS ≥ CSR | −0.032 | −0.035 | 0.066 | 0.476 | 0.635 |
ED ≥ CSR | −0.02 | −0.018 | 0.07 | 0.285 | 0.776 |
FP ≥ CSR | 0.144 | 0.144 | 0.07 | 2.061 | 0.040 |
KS ≥ CSR | 0.098 | 0.095 | 0.072 | 1.367 | 0.172 |
LSN ≥ CSR | 0.146 | 0.143 | 0.064 | 2.264 | 0.024 |
MRP ≥ CSR | 0.099 | 0.098 | 0.069 | 1.437 | 0.151 |
OCCB ≥ CSR | 0.034 | 0.033 | 0.063 | 0.538 | 0.591 |
PMC ≥ CSR | 0.144 | 0.146 | 0.068 | 2.11 | 0.035 |
SPP ≥ CSR | 0.047 | 0.051 | 0.054 | 0.866 | 0.387 |
TMD ≥ CSR | −0.003 | −0.003 | 0.055 | 0.058 | 0.953 |
Latent Variable | R Square | R Square Adjusted |
---|---|---|
CSR | 0.658 | 0.650 |
Total | SSO | SSE | Q2 Statistics (1-SSE/SSO) |
---|---|---|---|
CSR | 522 | 200.925 | 0.615 |
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Kasim, A.; Jailani, S.N.; Mokhtar, M.F.; Radha, J.Z.R.R.R.; Khuadthong, B.; Fong, M.L.S. Community Perceptions on the Critical Success Factors of Hotels’ Community-Based Corporate Social Responsibility. Sustainability 2023, 15, 9842. https://doi.org/10.3390/su15129842
Kasim A, Jailani SN, Mokhtar MF, Radha JZRRR, Khuadthong B, Fong MLS. Community Perceptions on the Critical Success Factors of Hotels’ Community-Based Corporate Social Responsibility. Sustainability. 2023; 15(12):9842. https://doi.org/10.3390/su15129842
Chicago/Turabian StyleKasim, Azilah, Siti Noormala Jailani, Muhammad Fauzi Mokhtar, Jasmine Zea Raziah Radha Rashid Radha, Bussalin Khuadthong, and Maebel Leong Sai Fong. 2023. "Community Perceptions on the Critical Success Factors of Hotels’ Community-Based Corporate Social Responsibility" Sustainability 15, no. 12: 9842. https://doi.org/10.3390/su15129842
APA StyleKasim, A., Jailani, S. N., Mokhtar, M. F., Radha, J. Z. R. R. R., Khuadthong, B., & Fong, M. L. S. (2023). Community Perceptions on the Critical Success Factors of Hotels’ Community-Based Corporate Social Responsibility. Sustainability, 15(12), 9842. https://doi.org/10.3390/su15129842