Evaluating the Operational Feasibility of Repeated Field-Based Cholinesterase Monitoring Among Farmworkers: A Preliminary Study
Abstract
1. Introduction
2. Methods
2.1. Study Design and Conceptual Framework
2.2. Setting and Participants
2.3. Multidisciplinary Partnership and Coordination
- A science and technology team responsible for nanosensor development, device calibration, and laboratory analyses.
- An academic research team responsible for overall project oversight, ethical compliance, data management, quality assurance, and feasibility evaluation.
- A community-based farmworker organization responsible for participant recruitment, promotora-led scheduling, survey administration, and finger-stick blood collection.
2.4. Procedures
2.5. Field Specimen Protocol
2.6. Feasibility Metrics
2.7. Questionnaire
2.8. Field Notes and Observations
2.9. Data Management and Analysis
3. Results
3.1. Work and Job Task Characteristics
3.2. Qualitative Findings
3.3. Feasibility Findings
4. Discussion
5. Limitations
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Domain | Metrics |
|---|---|
| Process Implementation | Participant recruitment, retention, completion of scheduled visits; workforce needs; employer coordination; and environmental constraints encountered during field operations |
| Practicality | Research team’s ability to carry out blood collection, cold-chain maintenance, and specimen transport under real-world, field constraints |
| Acceptability | Participant willingness to complete repeated finger-stick sampling and interviews across visits |
| * Limited-efficacy testing | Preliminary cholinesterase exposure estimates and within-person variability of samples to inform power calculations for a full-scale study |
| Characteristic | n | % |
|---|---|---|
| Gender | ||
| Male | 25 | 100.0 |
| Age (years) | ||
| 25–34 | 7 | 28.0 |
| 35–44 | 10 | 40.0 |
| 45+ | 8 | 32.0 |
| Race | ||
| White | 23 | 92.0 |
| Black | 2 | 8.0 |
| Ethnicity | ||
| Latino | 25 | 100.0 |
| Country of Origin | ||
| Mexico | 25 | 100.0 |
| Primary Language | ||
| Spanish | 25 | 100.0 |
| Migrant Worker Status | ||
| H-2A | 25 | 100.0 |
| Work Characteristic | Seasonal Work Period | ||
|---|---|---|---|
| Early Season n (%) | Mid-Season n (%) | Late Season n (%) | |
| Primary crop(s) worked in past week | |||
| Tobacco | 15 (60.0) | 14 (56.0) | 1 (4.0) |
| Sweet potato | 10 (40.0) | 14 (56.0) | 24 (96.0) |
| Squash | 0 (0.0) | 0 (0.0) | 7 (28.0) |
| Other crops or farmwork | 7 (28.0) | 9 (36.0) | 4 (16.0) |
| Corn, soybeans, pigs | 1 (4.0) | 0 (0.0) | 0 (0.0) |
| Watermelon | 9 (36.0) | 0 (0.0) | 1 (4.0) |
| Watermelon and soybeans | 1 (4.0) | 0 (0.0) | 0 (0.0) |
| Cotton | 0 (0.0) | 0 (0.0) | 1 (4.0) |
| Soybeans | 0 (0.0) | 0 (0.0) | 4 (16.0) |
| Job tasks performed | |||
| Planting | 22 (88.0) | 0 (0.0) | 0 (0.0) |
| Cultivating or weeding | 2 (8.0) | 9 (36.0) | 7 (28.0) |
| Harvesting (picking, cropping) | 0 (0.0) | 15 (60.0) | 22 (88.0) |
| Loading (packing or transporting) | 0 (0.0) | 4 (16.0) | 0 (0.0) |
| Other farmwork tasks | |||
| Sorting sweet potatoes | 0 (0.0) | 0 (0.0) | 1 (4.0) |
| Barning or bailing | 0 (0.0) | 1 (4.0) | 0 (0.0) |
| Pesticides * | 5 (20.0) | 4 (16.0) | 1 (4.0) |
| Days worked in past week * | |||
| 1–2 days/week | 0 (0.0) | 2 (8.0) | 4 (16.0) |
| 3–4 days/week | 19 (76.0) | 1 (4.0) | 0 (0.0) |
| 5–6 days/week | 6 (24.0) | 20 (80.0) | 6 (24.0) |
| Feasibility Domain | Key Qualitative Findings | Implications for Feasibility and Future Study Design |
|---|---|---|
| Acceptability | Initial fear and hesitancy related to finger-stick blood collection and confidentiality concerns were observed among some workers. | Field-adapted consent processes and repeated reassurance regarding confidentiality are required to support participation. |
| Incentives, food, and strong interpersonal relationships facilitated continued participation across visits. | Incentives and rapport-building may enhance retention in repeated-measures studies. | |
| Practicality | Sunday was identified as the only consistently feasible day for participant contact and specimen collection. | Non-traditional data-collection windows may be required for farmworker populations. |
| Distracting and noisy interview environments with limited privacy occasionally necessitated data collection activities. | Interview quality may be influenced by environmental/occupational conditions encountered in non-clinical settings. | |
| Environmental conditions (e.g., wind and hot, humid weather), finger-stick blood collection, sample handling, and equipment limitations required adaptation to field conditions. | Successful implementation requires field-adapted protocols, adequate supplies, equipment redundancy, contingency planning (i.e., backup equipment and supplies, alternative transportation arrangements, and flexibility to accommodate participants, weather- or schedule-related disruptions). | |
| Process Implementation | Trust and fear related to employers, government agencies, confidentiality, and immigration status affected recruitment participation. | Recruitment efforts benefit from trusted health workers (promotoras de salud), community partners and repeated reassurances regarding confidentiality and data use. |
| Communication barriers resulting from unstable phone access and limited connectivity complicated follow-up activities. | Redundant, relationship-based communication strategies are necessary to support longitudinal participation. | |
| Unpredictable work schedules, employer-controlled release times, weather conditions, and high worker mobility affected eligibility, planned data collection, and follow-up. | Flexible scheduling and accommodation of last-minute changes are critical, and multi-visit protocols should account for workforce mobility and environmental disruptions. |
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Share and Cite
Kearney, G.D.; Wang, J.; Maanaki, H.; Butcher, J.T.; Morin, G.; Vallejos, Q.; Watson, A.; Cantu, E.; Nunan, E. Evaluating the Operational Feasibility of Repeated Field-Based Cholinesterase Monitoring Among Farmworkers: A Preliminary Study. Appl. Sci. 2026, 16, 6795. https://doi.org/10.3390/app16136795
Kearney GD, Wang J, Maanaki H, Butcher JT, Morin G, Vallejos Q, Watson A, Cantu E, Nunan E. Evaluating the Operational Feasibility of Repeated Field-Based Cholinesterase Monitoring Among Farmworkers: A Preliminary Study. Applied Sciences. 2026; 16(13):6795. https://doi.org/10.3390/app16136795
Chicago/Turabian StyleKearney, Gregory D., Jun Wang, Hussian Maanaki, Joshua T. Butcher, Gabriella Morin, Quirina Vallejos, Ann Watson, Elizabeth Cantu, and Emily Nunan. 2026. "Evaluating the Operational Feasibility of Repeated Field-Based Cholinesterase Monitoring Among Farmworkers: A Preliminary Study" Applied Sciences 16, no. 13: 6795. https://doi.org/10.3390/app16136795
APA StyleKearney, G. D., Wang, J., Maanaki, H., Butcher, J. T., Morin, G., Vallejos, Q., Watson, A., Cantu, E., & Nunan, E. (2026). Evaluating the Operational Feasibility of Repeated Field-Based Cholinesterase Monitoring Among Farmworkers: A Preliminary Study. Applied Sciences, 16(13), 6795. https://doi.org/10.3390/app16136795

