Digital adoption resistance shifts from risk and lock-in barriers early to value perception and anxiety barriers later in evaluation.
Online agricultural procurement platforms promise lower search costs, broader supplier access, and improved price transparency. Yet adoption among many farmers remains limited.
Why do some farmers resist adopting B2B e-commerce platforms, and do the drivers of resistance change across decision stages?
This research analyzed survey data from 390 U.S. farmers to understand resistance to digital procurement platforms.
Respondents were segmented into two resistant groups:
Knowledge stage (N = 177) — early awareness
Persuasion/Evaluation stage (N = 198) — later evaluation
Traditional adoption models treat resistance as static, assuming the same barriers apply throughout the decision process. This project instead examined whether different mechanisms dominate at different stages, enabling more precise intervention strategies.
Resistance to digital adoption evolves across the decision journey.
Early-stage resistance is driven primarily by risk perceptions and switching costs, while later-stage resistance shifts toward perceived value gaps and technology anxiety.
This indicates that adoption programs must be sequenced, rather than relying on a single communication or incentive strategy.
Analytical Approach
Resistance emerges from three interacting layers:
Cognitive and affective appraisals (risk, value deficiency, complexity, anxiety)
Structural embedding (switching costs and path dependence)
Choice mechanism (status-quo bias)
These mechanisms combine to reinforce existing behaviors and ultimately produce adoption resistance.
Status-Quo Bias as the Central Mechanism
The analysis shows that inertia plays a central role in resistance to digital platforms. When farmers perceive low value, high switching effort, or uncertainty about technology, they tend to default to their current purchasing routines.
The strongest drivers of resistance were:
Perceived value gaps — farmers were not convinced the platform offered clear advantages
Switching costs — existing supplier relationships and routines created lock-in
Technology anxiety — discomfort with digital tools discouraged experimentation
Together, these factors reinforce existing purchasing habits, making adoption less likely even when digital options are available.
The drivers of resistance change depending on where farmers are in the decision process.
Early Stage (Awareness / Knowledge)
Farmers are primarily concerned with risk and disruption to existing routines.
Key barriers include:
Perceived risk around using digital procurement
Switching costs tied to existing supplier relationships and established purchasing routines
Later Stage (Evaluation)
Once farmers understand the platform, resistance shifts toward value perception and usability concerns.
Key barriers include:
Unclear economic value compared with traditional purchasing
Technology anxiety related to using digital tools
Showed that digital adoption barriers change as farmers move through the decision process
Identified that early resistance is driven primarily by perceived risk and switching effort
Found that later resistance is driven by unclear value and discomfort with digital tools
Informed a sequenced adoption strategy, addressing risk early and demonstrating value later
Provided a diagnostic framework that can be applied to other B2B digital adoption challenges
This research case contains no organizational identifiers; coefficients and group sizes are reported from academic research outputs.