The study focused on water smart agriculture, a suite of improved crop, soil, and water management practices promoted by Catholic Relief Services through its Raíces and RENACER programs. These initiatives, which phased into the study regions in 2020 and 2021, delivered their training through farmer field schools known locally as escuelas de campo agrícola. The stakes could hardly be higher. Evaluations of the programs showed that while the average farmer in the Dry Corridor was losing 60 to 80 percent of staple crops in recurrent droughts, farmers using the introduced practices lost less than 40 percent of their crops, achieved 70 percent higher yields than control plots, and doubled the national average yield.

The research team, led by Aidé Cuenca Narváez of the University of Notre Dame together with Alixandra Underwood, Festus O. Amadu, and Tracy Kijewski-Correa, examined four distinct practices. Permanent mulching asks farmers to leave crop residue in the field rather than burning it or feeding it to livestock, and to plant nitrogen-rich cover crops interspersed with trees. Responsible nutrient management requires mastery of the four Rs of fertilizer application: the right source, rate, time, and place. Integrated armyworm management prioritizes non-chemical pest interventions, reserving pesticides as a last resort. Visual soil evaluation, the most demanding of the four, trains farmers to diagnose the health of their plots and respond accordingly.

To explain why some of these practices took root in farmers’ memories while others faded, the researchers turned to cognitive load theory, a framework from educational psychology that describes the limits of working memory. The theory divides mental burden into three components: intrinsic load, reflecting the complexity and novelty of the material itself; extraneous load, arising from how information is presented; and germane load, the mental effort devoted to building lasting knowledge. The team added a fourth category of their own, which they call contextual load, to capture the mental bandwidth consumed by poverty and perceived resource scarcity. When these loads exceed working memory capacity, knowledge acquisition collapses.

The researchers scored each practice on complexity, novelty, and the degree of Spanish-language literacy assumed by the training materials. Permanent mulching emerged as the lowest-load practice: it is neither complex nor novel and does not depend on intensive written instruction. Responsible nutrient management imposed a moderate load, since fertilizer use was already widespread and instruction was largely visual. Integrated armyworm management carried a high load because it requires abandoning an entrenched pesticide routine through a bundled set of interventions. Visual soil evaluation ranked highest, demanding diagnostic skills most farmers had never practiced and relying on written Spanish-language materials.

The empirical results were striking. Using a multivariate probit regression on survey data collected in June 2022 from households across twelve communities in the Chiquimula and Baja Verapaz departments, the team found that perceived resource constraint significantly reduced knowledge retention for three of the four practices. The typical resource-constrained farmer was 8 percent less likely to retain knowledge about permanent mulching, 25 percent less likely for integrated armyworm management, and 29 percent less likely for visual soil evaluation. Sixty-nine percent of respondents described themselves as regularly struggling to meet their household’s basic needs, making the constrained group far from a marginal minority.

One practice defied the pattern. Responsible nutrient management was actually associated with positive retention among resource-constrained households, a result the researchers attribute to familiarity. Fertilizer use was already an established habit, and the free fertilizer distributed by the program reinforced it, though most participants credited their farmer field school experience rather than the inputs themselves for trying the practice. Yet that motivation rarely persisted: focus group participants reported lacking the finances to sustain fertilizer purchases once the program ended, which may explain why remittances, a source of alternative income, were positively associated with retention of this practice alone.

Education emerged as a powerful buffer against cognitive overload. The positive effect of schooling strengthened as the cognitive load of the practice rose, from a modest coefficient for permanent mulching to the strongest effect for visual soil evaluation. Land tenure told its own story: farmers who owned their land were significantly more likely to retain knowledge of the practices promising long-term soil improvements, including nutrient management, armyworm management, and soil evaluation. Renters, by contrast, face little incentive to invest in soil they may lose as it improves, since landowners tend to rent productive plots at higher prices or reserve them for family members.

The qualitative data added crucial texture to the numbers. Retention of integrated armyworm management, the lowest overall at 48 percent, fell to just 27 percent among farmers whose crops had not been affected by the pest, underscoring that knowledge endures only when it remains relevant to a farmer’s immediate challenges. Focus groups also revealed that even well-retained practices like permanent mulching faced adoption barriers, as the immediate need to plant edible or marketable crops often prevailed over the slower soil-quality benefits of cover cropping. Language compounded the problem: although training was delivered mainly in Spanish, many communities in Baja Verapaz speak Maya Achi, forcing reliance on informal real-time translation that added yet another layer of cognitive burden. Indigenous women participants particularly valued adapting technical measurements to locally meaningful references such as hand spans or footsteps rather than metric units.

The implications for development practice are concrete. Programs that fail to offset resource constraints, whether by providing inputs like fertilizer or pairing training with complementary support, may never achieve the adoption they seek, because the most constrained farmers cannot spare the mental bandwidth to learn. The authors recommend visual communication through diagrams and pictures, facilitation guides in local languages such as Achi, and harmonizing training with established local practices and measurement methods. They also highlight the pedagogical role of women, who frequently attended the field schools on behalf of their households and then transferred knowledge to male family members working the fields, suggesting that training-the-trainers approaches for female participants could multiply impact. The study’s limitations are acknowledged: retention was measured by open-ended recall rather than demonstrated skill, the sample included only program participants without a comparison group, and the findings emerge from short-term emergency programming rather than sustained extension. Still, the core message is difficult to ignore. Poverty does not merely deprive farmers of seeds, fertilizer, and land; it taxes the very mental machinery needed to learn their way out of vulnerability, and any climate adaptation program that ignores this burden is training against the grain of scarcity itself.

Subject of Research: Effects of resource constraints and cognitive load on retention of water smart agriculture knowledge among smallholder farmers in Guatemala's Dry Corridor

Article Title: Resource constraint effects on water smart agricultural practice retention in Guatemala’s Dry Corridor

Article References: Cuenca Narváez, A., Underwood, A., Amadu, F. O., & Kijewski-Correa, T. (2026). Resource constraint effects on water smart agricultural practice retention in Guatemala’s Dry Corridor. Discover Agriculture, 4(1), Article 274. https://doi.org/10.1007/s44279-026-00752-8

Image Credits: AI Generated

DOI: 10.1007/s44279-026-00752-8

Keywords: water smart agriculture, climate-smart agriculture, farmer field schools, cognitive load theory, Guatemala Dry Corridor, smallholder farmers, agricultural extension, knowledge retention, resource constraints, soil conservation, land tenure, poverty