The study, led by Daniel Egerson of Mississippi State University with colleagues including Shannon Westlake, Amanda Sesser, Diego Thompson, Mark McConnell, and Kristine Evans, examined stakeholder reactions to the CRP Menu Tool, a co-produced online decision-support system designed to help landowners and conservation practitioners navigate the Conservation Reserve Program. Rather than waiting years to see whether the tool would be adopted in the wild, the research team focused on something often overlooked in technology development: the earliest moments of exposure, when a user forms a first impression that may determine whether a tool is embraced or abandoned. Using a mixed-methods design, the researchers combined structured survey data with qualitative insights gathered during stakeholder workshops in which landowners and conservation professionals interacted with the tool for the very first time.

The theoretical backbone of the study is the technology acceptance model, a framework that has shaped how researchers think about technology adoption since Fred Davis formalized it in 1989. At its core, the model holds that two perceptions largely govern whether someone intends to use a new technology: perceived usefulness, the belief that the tool will actually improve the user’s performance or outcomes, and perceived ease of use, the sense that operating it will not require excessive effort. Decades of research have extended and critiqued the model, adding constructs such as social influence and subjective norms, the expectations of peers and community that can push an individual toward or away from adoption. In agricultural contexts, these social dynamics are often decisive, because farming communities tend to be tightly networked and land management traditions run deep.

What the researchers found is striking in its clarity. Perceived usefulness emerged as a key factor shaping landowners’ intention to use the CRP Menu Tool, confirming the central prediction of the acceptance framework. But the study also elevated a second driver that is easy to underestimate: social expectations. Landowners reported that what they believed others expected of them, and what they saw peers and trusted figures doing, influenced their willingness to engage with the tool. This finding aligns with a growing body of work showing that conservation behavior on private lands is not purely an economic calculation. It is embedded in social relationships, community norms, and the informal advice networks through which farming knowledge travels. A decision-support tool, in other words, does not exist in a social vacuum; its fate is partly decided by the community around it.

The qualitative side of the study added texture that surveys alone cannot capture. During the workshops, participants consistently emphasized that the tool’s greatest strength was its ability to consolidate information. Instead of hunting through scattered sources, users could find program details gathered in one place. The tool simplified comparisons among conservation practices, allowing landowners to weigh options side by side rather than parsing them one at a time from dense administrative documents. Participants also noted that the tool supported their understanding of program requirements, translating bureaucratic complexity into something more navigable. These functions address precisely the barriers that prior research has identified as dampening participation in the Conservation Reserve Program: dispersed information, complicated administrative requirements, and the sheer cognitive load of comparing practices that differ in cost, effort, and ecological payoff.

The stakes of this work are considerable. The Conservation Reserve Program is one of the largest private-lands conservation efforts in the world, delivering benefits that range from reduced soil erosion and improved water quality to critical habitat for grassland birds and pollinators, including the honey bees of the Great Plains that researchers have shown depend in part on CRP lands. Yet enrollment has fluctuated with commodity prices, rental rates, and administrative changes, and studies have documented declines in participation even when program caps rose. When land expiring from the program reverts to intensive crop production, the ecological gains can evaporate. Anything that lowers the friction of enrollment, the researchers argue, has the potential to ripple outward across millions of acres.

The study’s methodological choices deserve attention because they reflect a broader shift in how decision-support tools are built and evaluated. The CRP Menu Tool was co-produced, meaning that intended users and stakeholders were involved in shaping it rather than having it handed down as a finished product. Co-production has become a watchword in conservation informatics, with prior efforts, from coastal landscape planning tools on the Gulf Coast to agricultural conservation planning frameworks in the Midwest, demonstrating that tools designed with users tend to fit real workflows better than tools designed for them. The present study extends that logic to evaluation itself: by assessing user reactions at the earliest stage of exposure, developers can identify problems while they are still cheap to fix, rather than discovering after launch that a tool confuses or alienates the very people it was built for.

The research also speaks to a persistent gap in the decision-support literature. Reviews of agricultural decision-support systems have repeatedly found that many tools are developed, published, and then quietly ignored, a phenomenon sometimes described as the graveyard of decision support. The reasons vary: tools may be too complex, too generic, poorly matched to user needs, or simply never surfaced at the moment of decision. By grounding their evaluation in established acceptance theory and pairing quantitative measures with open-ended workshop feedback, Egerson and colleagues offer a template for diagnosing adoption risk early. Their approach treats the first encounter between user and tool as a critical diagnostic window, one that reveals both the psychological drivers of intended use and the concrete design features, such as information consolidation and side-by-side comparison, that users value most.

For the agencies and organizations that fund conservation outreach, the practical implications are direct. Investing in decision-support tools is worthwhile, but only if those tools are demonstrably useful to their audiences and introduced within the social fabric of the communities they serve. The finding that social expectations shape intention suggests that rollout strategies should leverage trusted intermediaries, such as extension agents, conservation district staff, and respected local landowners, rather than relying on standalone web traffic. It also suggests that testimonials and peer demonstration may matter as much as interface design. A tool that is technically elegant but socially invisible may never reach its audience; a slightly rougher tool championed by a trusted neighbor may spread widely.

Ultimately, the study is a reminder that conservation is as much a human decision problem as an ecological one. The science of grassland restoration, wetland hydrology, and wildlife habitat is mature; the harder question is how to move that science onto the ground, parcel by parcel, decision by decision. Digital tools like the CRP Menu Tool sit exactly at that junction, translating program complexity into actionable choices for individual landowners. By showing that perceived usefulness and social expectation jointly govern whether such tools will be used, and by demonstrating that early, user-centered evaluation can surface these dynamics before launch, the researchers have added a practical piece to the puzzle of scaling private-lands conservation. The next enrollment cycle will test whether first impressions, carefully studied and thoughtfully designed for, can grow into lasting stewardship.

Subject of Research: Stakeholder evaluation of a co-produced decision-support tool for U.S. Conservation Reserve Program participation

Article Title: Evaluating Decision-Support Tools for Conservation Program Participation: A Stakeholder Assessment of the CRP Menu Tool

Article References: Egerson, D., Westlake, S. M., Sesser, A. L., Thompson, D., McConnell, M. D., & Evans, K. O. (2026). Evaluating Decision-Support Tools for Conservation Program Participation: A Stakeholder Assessment of the CRP Menu Tool. Environmental Management, 76(10), Article 317. https://doi.org/10.1007/s00267-026-02614-x

Image Credits: AI Generated

DOI: 10.1007/s00267-026-02614-x

Keywords: Conservation Reserve Program, decision-support tools, technology acceptance model, agricultural conservation, landowners, perceived usefulness, social norms, co-production, Environmental Management, USDA, conservation planning, stakeholder workshops