Submitted:
17 November 2024
Posted:
18 November 2024
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Abstract
Keywords:
1. Introduction
2. Review of Literature
2.1. Farmer Perception Studies in Ifugao
3. Study Area and Methods
4. Results
4.1. GIAHS-Related Variables of the Farmers
- Part I: Analyses on the perceived GIAHS designation benefit
4.2. Relationship Between Perceived GIAHS Benefit and Other GIAHS-Related Variables
4.2.1. Relationship Between Perceived GIAHS Benefit and Other Variables
4.2.2. Classification and Regression Tree Between Perceived GIAHS Designation Benefit and Factors Valued by GIAHS Farmers in Their Traditional Farming Practices
- Part II: Perceived GIAHS Involvement
4.3. Relationship Between Perceived GIAHS Involvement and GIAHS-Related Variables
4.3.1. Relationship Between Perceived GIAHS Involvement and Other Variables
4.3.2. Classification and Regression Tree Between Perceived GIAHS Involvement and Factors Valued by GIAHS Farmers in Their Traditional Farming Practices
5. Discussion
Theme 1: Economic and Livelihood Impacts of the GIAHS Designation
Theme 2: Cultural Heritage and Youth Engagement
Theme 3: Institutional and Community Support
Theme 4: Role of Traditional Rituals and the Significance of Tinawon Rice
Theme 5: Impact of Environmental Conservation Agriculture (ECA)
6. Conclusions and Recommendations
Supplementary Materials
Author Contributions
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Predictor | Estimate | Odds Ratio | 95% CI for Odds Ratio |
Significance | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| GIAHS promoting and strengthening tourism in Ifugao | .872 | 2.393 | 1.515 | 3.778 | .000 ** |
| GIAHS encouraging youth to engage in farming | .620 | 1.859 | 1.268 | 2.726 | .001 ** |
| Perceived GIAHS involvement | 1.668 | 5.304 | 2.493 | 11.286 | .000 ** |
| Have rituals in farming | -.178 | .837 | .413 | 1.698 | .622 |
| Planting Tinawon rice | -.069 | .934 | .463 | 1.883 | .848 |
| Discussing or learning about ECA | .429 | 1.536 | 1.075 | 2.193 | .018 * |
| Predictor | Estimate | Odds Ratio | 95% CI for Odds Ratio |
Significance | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| Perceived benefits of GIAHS designation a | |||||
| Increased income from farming | 1.517 | 4.560 | 1.198 | 10.845 | .001 ** |
| Higher price of harvest | 1.121 | .326 | .137 | .777 | .011 * |
| Good health | .340 | 1.405 | .546 | 3.611 | .481 |
| Improved local and global environment | -.071 | .932 | .395 | 2.199 | .872 |
| Higher demand of consumers | 1.071 | 2.918 | 1.236 | 6.893 | .015 * |
| Can sell better quality harvest | -.030 | .970 | .481 | 1.955 | .932 |
| Decreased usage of chemical pesticides and fertilizers | .566 | 1.761 | .681 | 4.553 | .243 |
| Advised by the local government | -.127 | .881 | .439 | 1.770 | .722 |
| Priority of farmers in GIAHS farming b | |||||
| High yield and income | 1.066 | .344 | .148 | .800 | .013 * |
| Financial help | .467 | 1.595 | .674 | 3.773 | .288 |
| Less expenses | .523 | 1.687 | .677 | 4.202 | .262 |
| Constant seed supply | -.096 | .909 | .448 | 1.843 | .791 |
| Pest-resistant crops | -.259 | .772 | .337 | 1.764 | .539 |
| Good quality of crops | .308 | 1.360 | .563 | 3.285 | .494 |
| Drought-resistant crops | -.429 | .651 | .253 | 1.677 | .374 |
| To do well like other successful GIAHS farmers | .319 | 1.375 | .489 | 3.866 | .546 |
| Camaraderie with other GIAHS farmers | -.075 | .928 | .267 | 3.226 | .906 |
| Peace of mind | -.296 | .744 | .194 | 2.857 | .666 |
| Sources of information on GIAHS farming c | |||||
| Seed suppliers/traders | -.427 | .652 | .231 | 1.843 | .420 |
| Agricultural technicians | .158 | 1.171 | .608 | 2.255 | .638 |
| Co-farmers | .503 | 1.653 | .414 | 6.598 | .476 |
| Barangay officials | 1.012 | 2.752 | 1.265 | 5.989 | .011 * |
| Motivators to continue GIAHS farming d | |||||
| Other GIAHS farmers | -.234 | .791 | .433 | 1.447 | .447 |
| Farmer leaders | .564 | 1.758 | .855 | 3.616 | .125 |
| Information seen/heard from media sources | .142 | 1.152 | .587 | 2.260 | .680 |
| Family/ancestors | .667 | 1.948 | 1.028 | 3.692 | .041 * |
| Predictor | Estimate | Odds Ratio | 95% CI for Odds Ratio |
Significance | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| GIAHS promoting and strengthening tourism in Ifugao | .735 | 2.085 | 1.330 | 3.271 | .001 ** |
| GIAHS encouraging youth to engage in farming | -.322 | .724 | .500 | 1.050 | .089 |
| Perceived GIAHS designation benefit | 1.616 | 5.032 | 2.372 | 10.673 | .000 ** |
| Have rituals in farming | 1.065 | 2.901 | 1.530 | 5.499 | .001 ** |
| Planting Tinawon rice | .835 | 2.304 | 1.187 | 4.470 | .014 * |
| Discussing or learning about ECA | .705 | .494 | .330 | .739 | .001 ** |
| Predictor | Estimate | Odds Ratio | 95% CI for Odds Ratio |
Significance | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| Perceived benefits of GIAHS designation a | |||||
| Increased income from farming | -.056 | .946 | .448 | 1.996 | .884 |
| Higher price of harvest | -.321 | .725 | .329 | 1.597 | .425 |
| Good health | .485 | 1.624 | .657 | 4.017 | .294 |
| Improved local and global environment | .152 | 1.164 | .513 | 2.640 | .716 |
| Higher demand of consumers | -.321 | .725 | .342 | 1.537 | .402 |
| Can sell better quality harvest | .029 | 1.030 | .513 | 2.066 | .934 |
| Decreased usage of chemical pesticides and fertilizers | .979 | 2.662 | 1.067 | 6.639 | .036 * |
| Advised by the local government | .993 | 2.700 | 1.281 | 5.691 | .009 ** |
| Needed help voiced out by farmers in the GIAHS b | |||||
| High-yielding seed variety | -.280 | .756 | .361 | 1.583 | .458 |
| Help in irrigation | -2.813 | .060 | .005 | .692 | .024 * |
| Help to reduce soil erosion | .139 | 1.149 | .294 | 4.490 | .842 |
| New machineries | .814 | 2.258 | .988 | 5.159 | .053 |
| Other sources of income | 1.411 | 4.100 | 1.625 | 10.344 | .003 ** |
| Higher price for my harvest | -.350 | .705 | .375 | 1.325 | .277 |
| Priority of farmers in GIAHS farming c | |||||
| High yield and income | -.844 | .430 | .173 | 1.070 | .070 |
| Financial help | .366 | 1.442 | .583 | 3.567 | .428 |
| Less expenses | .911 | 2.487 | .912 | 6.786 | .075 |
| Constant seed supply | .075 | 1.077 | .494 | 2.352 | .851 |
| Pest-resistant crops | -.140 | .869 | .363 | 2.083 | .753 |
| Good quality of crops | 1.221 | 3.391 | 1.344 | 8.553 | .010 * |
| Drought-resistant crops | -.122 | .886 | .327 | 2.395 | .811 |
| To do well like other successful GIAHS farmers | 2.167 | 8.734 | 2.633 | 28.974 | .000 ** |
| Camaraderie with other GIAHS farmers | -.319 | .727 | .181 | 2.928 | .654 |
| Peace of mind | -1.882 | .152 | .034 | .689 | .015 * |
| Motivators to continue GIAHS farming d | |||||
| Other GIAHS farmers | -.182 | .834 | .459 | 1.514 | .551 |
| Farmer leaders | -1.010 | .364 | .181 | .734 | .005 ** |
| Information seen/heard from media sources | .985 | 2.677 | 1.342 | 5.342 | .005 ** |
| Family/ancestors | -.202 | .817 | .437 | 1.530 | .529 |
| Other sources of income aside from farming e | |||||
| Woodcarving | -.432 | .649 | .098 | 4.307 | .655 |
| Handicraft | -1.322 | .267 | .055 | 1.285 | .099 |
| Connected to tourism | .929 | 2.531 | 1.308 | 4.901 | .006 ** |
| Remittance from relatives outside Ifugao | .533 | 1.705 | .925 | 3.142 | .087 |
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