Factors Affecting the Digital Readiness and Adoption of Digital Marketing of Vegetable Farmers in CALABARZON, Philippines

P. p
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Abstract

Purpose - The paper analyzed the factors affecting the digital readiness and adoption of digital marketing by vegetable farmers in CALABARZON, Philippines. It assessed knowledge on different digital marketing technologies, evaluated access to and use of digital devices and marketing platform, and determined the cost of digital marketing adoption. Design/Methodology/Approach - A total of 773 vegetable farmers were selected using disproportionate stratified random sampling, and then personally interviewed. Adapting the methodologies of Horrigan (2016) and Roberts and Hernandez (2019), farmers were categorized based on digital readiness. Correlation and Probit analyses were performed to determine the factors affecting digital readiness and adoption of digital marketing. Findings - Results revealed the following: unprepared (0.33%), traditional (14.49%), reluctant (25.00%), cautious clickers (53.33%), and digitally ready (6.85%). Only 14 percent were digital platform users; the most common gadget used was mobile phone, and while home Wi-Fi and cellular data were the most popular connections, they were still unstable. Adoption of digital marketing lessened vegetable marketing cost. Those single with a higher level of education, household income, and larger household had higher digital readiness level. Digital marketing adoption was positively affected by level of education and digital readiness, but the cost of adoption had negative effect. Research Implications - The results suggest the implementation of location- and readiness level-specific training and digital literacy programs; improvement of Internet infrastructure in major producing areas; and the provision of institutional support to prevent scam and fraudulent transactions to enhance the digital readiness and adoption of digital marketing by farmers.
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影响菲律宾卡拉巴松省蔬菜种植者数字营销准备和采用的因素
目的--本文分析了影响菲律宾卡拉巴松(CALABARZON)菜农数字营销准备和采用的因素。它评估了对不同数字营销技术的了解程度,评估了数字设备和营销平台的获取和使用情况,并确定了采用数字营销的成本。设计/方法/途径 - 采用不成比例分层随机抽样法,共抽取了 773 位菜农,然后对他们进行了访谈。借鉴 Horrigan(2016 年)和 Roberts 与 Hernandez(2019 年)的方法,根据数字化准备程度对农民进行分类。通过相关分析和 Probit 分析,确定了影响数字化准备程度和采用数字营销的因素。研究结果 - 结果显示:无准备(0.33%)、传统(14.49%)、不情愿(25.00%)、谨慎点击(53.33%)和数字准备就绪(6.85%)。只有 14% 是数字平台用户;最常用的工具是手机,虽然家庭 Wi-Fi 和蜂窝数据是最常用的连接方式,但仍不稳定。采用数字营销降低了蔬菜营销成本。教育程度、家庭收入和家庭人口较多的单身男女的数字化准备程度较高。教育水平和数字化准备程度对数字化营销的采用有积极影响,但采用成本有消极影响。研究意义 - 研究结果表明,应实施针对不同地区和不同准备程度的培训和数字扫盲计划;改善主要产区的互联网基础设施;提供制度支持以防止欺诈和虚假交易,从而提高农民的数字准备程度和数字营销的采用率。
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