Submitted:
20 August 2024
Posted:
21 August 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Survey Development
2.2. Survey Design
3. Results
3.1. Demographic Results
3.2. Methods of Highest Interest

3.3. Perceived Barriers and Methods to Increase Willingness


3.4. Statistical Analyses
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
- How many years have you been an agricultural producer?
- 2.
- How many total acres of land do you produce on?
- 3.
- Where do you get water to support your production? Select as many as apply.
- 4.
- Are you in the [anonymized] watershed?
- 5.
- During your time producing in the area, has your production been negatively affected by: water availability?
- 6.
- Soil quality?
- 7.
- Temperature/weather changes?
- 8.
- What do you produce? Select as many as apply.
- 9.
- Do you use synthetic fertilizer on your crops?
- 10.
- How important are each of these topics to you? Check one box for each.
| Extremely Important | Somewhat Important | Neutral/ Unsure | Somewhat Not Important | Not Important At All | |
| Quality of Crops and/or Livestock | |||||
| Water Retention of Soil | |||||
| Production Cost Savings | |||||
| Nature and Wildlife | |||||
| Knowledge of Water Rights | |||||
| Watershed Health | |||||
| Working With Community | |||||
| Erosion Control | |||||
| Sustainability | |||||
| Conserving Water |
- 11.
- How interested would you be in utilizing each of these methods on your land? Check one box for each.
| Already Using | Extremely Interested | Somewhat Interested | Neutral/ Unsure | Somewhat Not Interested | Not Interested At All | |
| Rotational Grazing | ||||||
| Adding organic material to soil | ||||||
| Cover Cropping | ||||||
| Drip Irrigation | ||||||
| Dryland Crops | ||||||
| No-Till | ||||||
| Greenhouses | ||||||
| Drought-Resistant Crops | ||||||
| Working with other ag producers | ||||||
| Windbreak and/or shade trees | ||||||
| Intercropping |
- 12.
- Please list any other conservation practices you use or are interested in:
- 13.
- Do you currently use methods to conserve water on your land?
- 14.
- Would you like to see more information being shared about (select all that apply):
- 15.
- How satisfied are you with community resources available to you?
- 16.
- How satisfied are you with your current irrigation equipment (diversions, headgates etc.)?
- 17.
- How familiar are you with the water rights on your land?
- 18.
- Do you have questions, comments, or suggestions?
Appendix B

Appendix C
- Over 100 responses were recorded in a single day after a second email recruitment, which was highly unlikely for this region, and alerted potential fraudulent responses.
- Survey was closed immediately.
- CAPTCHA added to beginning of survey before reopening to responses.
- Identified ‘blocks’ of responses. Blocks mostly included many responses taken at the same time, especially late at night or very early morning in the survey region (MDT).
- Scanned responses for duplicate written answers or written answers not relevant to agriculture or other survey topics.
- Utilized generalized IP address data to identify responses that were recorded outside of the U.S. Southwest.
- Label responses as high-, medium-, and low-confidence, followed protocol outlined in Table B1.
| Confidence Level | Criteria | Strategy |
|---|---|---|
| High |
|
Kept all high-confidence responses. |
| Medium |
|
Consulted with Conservation Districts, thoroughly scan response for any criteria included in low-confidence response. |
| Low |
|
Marked as fraudulent response, removed from dataset. |
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| Variable | Average | Min | Max | Std. Dev. | Std. Err. |
|---|---|---|---|---|---|
| Acres | 2.4 | 1 | 4 | 1.21 | 0.16 |
| Community Resources | 3.4 | 1 | 5 | 1.19 | 0.16 |
| Irrigation | 2.96 | 1 | 5 | 1.31 | 0.18 |
| Water Rights | 4.1 | 1 | 5 | 1.08 | 0.16 |
| Variables Compared via Linear Regression | Standard Error | P-Value | Statistical Significance (p-value <0.05) | Slope |
|---|---|---|---|---|
| Acres, Irrigation | 0.21 | 0.11 | No | 0.21 |
| Acres, Water Rights | 0.24 | 0.15 | No | 0.24 |
| Acres, Community Resources | 0.381 | 0.01 | Yes | 0.36 |
| Variables Compared via Linear Regression | Standard Error | P-Value | Statistical Significance (p-value <0.05) | Slope |
|---|---|---|---|---|
| Community Resources, Irrigation | 0.12 | 0.006 | Yes | 0.35 |
| Community Resources, Water Rights | 0.33 | 0.046 | Yes | 0.33 |
| Community Resources, Acres | 0.38 | 0.009 | Yes | 0.36 |
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