Community Well-Being and Willingness as Key Drivers of Watershed Conservation in Mt. Magdiwata Watershed and Forest Reserve in Northeastern Mindanao, Philippines
Abstract
1. Introduction
2. Materials and Methods
2.1. Area of the Study
2.2. Selection of the Respondents
2.3. Method of Data Collection
2.4. Method of Data Analysis
2.5. Software and Computational Tools
- lavaan v0.6–17 for R (4.4.2)
- FactoMineR v2.8 for PCA
- ggplot2 v3.5.0 for visualizations
3. Results
3.1. Socio-Economic Profile of the Village People in MMWFR
3.2. Water Provisioning
3.3. The Quality of Life
3.4. Awareness of the Local Policies Related to Water Management
3.5. Willingness to Participate in Watershed Conservation
3.6. Interlinkages Among Factors Affecting Social Dynamics Related to Water
3.7. Determining the Best-Fit Variables Using the Structural Equation Model
3.7.1. Quality of Life and Community Resilience in the Watershed Area
3.7.2. The Willingness to Participate in Conserving the Watershed Area
3.7.3. The Socio-Economic Demographics as a Factor in Conserving the Watershed Area
3.7.4. Water Provisioning and Its Impact on Watershed Conservation Participation
3.7.5. Community Awareness of Watershed Conservation Policies
4. Discussion
4.1. The Role of Quality of Life in Shaping Watershed Conservation Efforts
4.2. Community Willingness to Engage in Collective Watershed Conservation
4.3. Socio-Economic Demographics as a Factor in Watershed Conservation
4.4. Linking Water Provisioning to Community Involvement in Watershed Protection
4.5. Awareness of Watershed Conservation and Local Policies
4.6. Limitations of the Structural Equation Model
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
MMWFR | Mt. Magdiwata Watershed Forest Reserve |
EMBC | Eastern Mindanao Biodiversity Corridor |
SEM | Structural Equation Modeling |
QoL | Quality of Life |
SEAMS | Socio-Economic Assessment and Monitoring System |
FPIC | Free, Prior, and Informed Consent |
PCA | Principal Component Analysis |
CFA | Confirmatory Factor Analysis |
CFI | Comparative Fit Index |
TLI | Tucker–Lewis Index |
RMSEA | Root Mean Square Error of Approximation |
SRMR | Standardized Root-Mean-Square Residual |
BAWASA | Barangay Water and Sanitation Association |
IEC | Information, Education, and Communication |
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Demographics | No. of Respondents | Percentage (%) | Demographics | No. of Respondents | Percentage (%) | ||
---|---|---|---|---|---|---|---|
Gender | Male | 150 | 81 | Ethnicity | Agusanon | 28 | 15 |
Female | 35 | 19 | Bisaya | 86 | 46 | ||
185 | 100 | Cebuano | 30 | 16 | |||
Age (years) | 19–40 | 74 | 40 | Manobo | 12 | 6 | |
41–60 | 74 | 40 | Others | 29 | 16 | ||
61–85 | 37 | 20 | 185 | 100 | |||
185 | 100 | Household size | 1–3 | 69 | 37 | ||
Years of occupancy | 1–30 | 128 | 69 | 4–6 | 99 | 54 | |
31–60 | 47 | 25 | 7–9 | 16 | 9 | ||
61–90 | 7 | 4 | 10–12 | 1 | 1 | ||
91–120 | 3 | 2 | 185 | 100 | |||
185 | 100 | Monthly Income (in USD, 2024 Exchange rate 1 USD = 57.3 PHP) | less than $174.5 | 68 | 36.8 | ||
Educational Attainment | Elementary graduate | 18 | 10 | $175–$349.04 | 85 | 45.9 | |
Elementary undergraduate | 56 | 30 | $350–$698.1 | 30 | 16.2 | ||
High School graduate | 47 | 25 | >$872.6 | 1 | 0.5 | ||
High School undergraduate | 31 | 17 | Refused to answer | 1 | 0.5 | ||
College graduate | 10 | 5 | 185 | 100 | |||
College undergraduate | 16 | 9 | |||||
No grade completed | 1 | 1 | |||||
Vocational | 6 | 3 | |||||
185 | 100 |
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Share and Cite
Balanay, R.M.; Aguilos, N.Z.A.M.; Aguilos, M.M.; Guinancias, A.R.; Seronay, R.A.; Tangcogo, F.B. Community Well-Being and Willingness as Key Drivers of Watershed Conservation in Mt. Magdiwata Watershed and Forest Reserve in Northeastern Mindanao, Philippines. Conservation 2025, 5, 53. https://doi.org/10.3390/conservation5030053
Balanay RM, Aguilos NZAM, Aguilos MM, Guinancias AR, Seronay RA, Tangcogo FB. Community Well-Being and Willingness as Key Drivers of Watershed Conservation in Mt. Magdiwata Watershed and Forest Reserve in Northeastern Mindanao, Philippines. Conservation. 2025; 5(3):53. https://doi.org/10.3390/conservation5030053
Chicago/Turabian StyleBalanay, Raquel M., Nicholas Zeam Ace M. Aguilos, Maricar M. Aguilos, Ashly R. Guinancias, Romell A. Seronay, and Femilyn B. Tangcogo. 2025. "Community Well-Being and Willingness as Key Drivers of Watershed Conservation in Mt. Magdiwata Watershed and Forest Reserve in Northeastern Mindanao, Philippines" Conservation 5, no. 3: 53. https://doi.org/10.3390/conservation5030053
APA StyleBalanay, R. M., Aguilos, N. Z. A. M., Aguilos, M. M., Guinancias, A. R., Seronay, R. A., & Tangcogo, F. B. (2025). Community Well-Being and Willingness as Key Drivers of Watershed Conservation in Mt. Magdiwata Watershed and Forest Reserve in Northeastern Mindanao, Philippines. Conservation, 5(3), 53. https://doi.org/10.3390/conservation5030053