Factors affecting farmer perceived challenges towards precision agriculture
Factors affecting farmer perceived challenges towards precision agriculture
复制标题
影响农民感知精准农业挑战的因素
DOI：
10.1007/s11119-023-10048-2
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发表时间：
2023
影响因子：
6.2
通讯作者：
Sieverding, Heidi L.
中科院分区：
文献类型：
--
作者：
Wang, Tong;Jin, Hailong;Sieverding, Heidi L.
精准农业（PA）管理领域的异质性，并使知情的特定地点的管理。虽然PA有助于提高农业效率和盈利能力，但采用PA之前和之后的挑战可能会阻止许多农民广泛使用它。本文旨在利用来自美国中西部农民的1119份调查回复来了解生产者的挑战认知。大多数受访者（59%）至少采用了一种PA技术，而少数受访者（14%）没有采用任何PA技术。从普通生产商的角度来看，成本（设备和服务费）、品牌兼容性和数据隐私问题是他们最担心的问题。在所有生产商中，60%的人认为PA设备和服务费用过高，其次是50%的人认为品牌兼容性和数据隐私是他们主要关注的问题。处于较先进采用阶段的生产商表示，对大多数类别的担忧减少了。然而，无论采用情况如何，对数据隐私问题也存在类似的担忧。此外，品牌兼容性问题对于采用者来说比非采用者更重要。部分比例优势（PPO）模型的估计结果表明，经常影响生产者感知挑战的因素包括采用状况、耕地面积、年龄、教育程度、信息来源、耕作目标、土壤特征和区域变量。本研究的结果可以帮助PA利益相关者确定目标群体，定制未来的开发、研究和推广工作，并最终在更大范围内促进PA的有效使用。
Precision Agriculture (PA) manages field heterogeneities and enables informed site-specific management. While PA helps improve farming efficiency and profitability, challenges prior to and following PA adoption can prevent many farmers from widely using it. This paper aims to understand producers’ challenge perceptions using 1119 survey responses from U.S. Midwest farmers. The majority (59%) of respondents have adopted at least one PA technology, while the minority (14%) had not adopted any PA technologies. Cost (equipment and service fee), brand compatibility, and data privacy concerns topped other concerns from the average producer’s point of view. Among all producers, 60% regarded PA equipment and service fee as too high, followed by 50% who viewed brand compatibility and data privacy as their major concerns. Producers at more advanced adoption stage indicated reduced concerns in most categories. Yet, there were similar concerns towards data privacy issue regardless of the adoption status. Furthermore, brand compatibility issue is more of a concern for adopters than for non-adopters. Estimation results from partial proportional odds (PPO) models show that factors that frequently affect producers’ perceived challenges include adoption status, cropland acres, age, education, information sources, farming goals, soil characteristics, and region variables. Findings from this study can aid PA stakeholders in identifying target groups, tailoring future development, research, and outreach efforts, and ultimately promoting efficient PA usage on a broader scale.
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影响因子：
6.2
作者：
S. Daberkow;W. McBride;P. Robert;R. Rust;W. E. Larson
通讯作者：
W. E. Larson
加拿大农作物生产中采用精准农业技术的障碍
影响因子：
1.2
作者：
Sean Mitchell;A. Weersink;Nicholas Bannon
通讯作者：
Nicholas Bannon
精准农业经济学
DOI：
10.2134/precisionagbasics.2016.0098
发表时间：
2018
期刊：
Precision Agriculture Basics
影响因子：
--
作者：
T. Griffin;J. Shockley;T. Mark
通讯作者：
T. Mark
影响因子：
6.2
作者：
Fountas, S.;Blackmore, S.;Sorensen, C. G.
通讯作者：
Sorensen, C. G.
农场采用具体知识和信息密集型精准农业技术包
影响因子：
6.2
作者：
N. Miller;T. Griffin;I. Ciampitti;A. Sharda
通讯作者：
A. Sharda