Adoption behavior of cultivated land ecological protection among family farms from the AMO theory perspective: A fuzzy-set QCA approach
Using fuzzy-set qualitative comparative analysis (fsQCA) within the AMO framework, this study reveals that family farms' adoption of cultivated land ecological protection is driven by two distinct synergistic pathways—"ability-opportunity" and "ability-motivation"—rather than any single factor, highlighting the critical roles of peer effects and the substitutability between organizational support and self-efficacy.
Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
The soil beneath our feet is the foundation of human survival, yet for decades, the focus in China has been on keeping the land's quantity intact rather than its health. This approach led to an overuse of chemical fertilizers and pesticides, which has slowly degraded the earth, turning it acidic and compacted while polluting water sources. In response, the government has shifted its stance, declaring that farmland must be protected with the same care as a giant panda, emphasizing a balance between quantity, quality, and ecology. The challenge now is to get the people who work this land to adopt these new, protective practices. While small-scale farmers have been studied extensively, a newer group known as family farms has emerged as a major force in agriculture. These are larger, more commercial operations run by families who are expected to lead the way in sustainable farming, but they face a difficult reality: protecting the land is expensive, complex, and the benefits often take years to appear. Understanding why some of these farms embrace these changes while others do not requires looking beyond simple checklists of causes and effects.
Researchers from Jiangxi Agricultural University and East China Jiaotong University set out to solve this puzzle by examining the specific conditions that drive family farms to protect their land. They moved away from the traditional idea that a single factor, like a government subsidy or a farmer's personal belief, is the sole reason for change. Instead, they used a method that looks at how different factors work together in combinations, much like ingredients in a recipe where the final dish depends on the specific mix rather than just one spice. They focused on three main areas: the ability of the farmer to do the work, their motivation to do it, and the opportunities available to them. The study surveyed 380 rice-farming families in Jiangxi Province, asking detailed questions about their confidence in their skills, how they gather information, their sense of responsibility toward the environment, the support they receive from local organizations, and the influence of their neighbors.
The investigation revealed a surprising truth: there is no single "magic bullet" that guarantees a farm will adopt ecological protection methods. No single factor, such as high confidence or strong government support, was found to be absolutely necessary on its own. Instead, the researchers found that farms reach high levels of protection through two distinct pathways, or combinations of conditions. The first pathway is driven by a mix of ability and opportunity. In this scenario, a farmer who is highly confident in their own skills and surrounded by neighbors who are also adopting these practices will succeed, even if they lack strong internal motivation or direct help from local organizations. Here, the confidence to act and the visible example of others create a powerful force that overcomes a lack of resources or personal drive.
The second pathway is driven by ability and motivation. This route is taken by farmers who are skilled at gathering information and who feel a deep personal responsibility for the environment. For these farms, the combination of knowing how to do the work and feeling that it is the right thing to do is enough to drive action, even if they do not receive direct organizational support. Interestingly, the study found that this second pathway is currently more common among the farms surveyed, suggesting that as agricultural operations mature, internal drive and knowledge are becoming the primary engines for change. A key finding across both pathways was the critical role of neighbors. Whether acting as a primary driver or a supporting factor, the behavior of peers consistently helped farms overcome barriers. The researchers also discovered a flexible relationship between self-confidence and external support; when a farmer is very confident, they need less help from organizations, and when organizational support is strong, the need for intense personal motivation can be reduced.
These findings offer a clear roadmap for policymakers and agricultural leaders. Because there is no single cause for success, efforts to promote ecological farming cannot rely on a one-size-fits-all approach. Instead, strategies must be tailored to the specific mix of conditions a farm possesses. For farms that are just starting out or lack resources, building confidence and creating strong peer networks can be just as effective as providing money or training. For more established farms, focusing on education and reinforcing the value of environmental stewardship may be the most effective route. The study confirms that protecting the land is not about fixing one broken part of the system, but about understanding how a farmer's skills, their heart, and their community work together to create a sustainable future.
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