{"id":9838,"date":"2025-12-10T07:04:55","date_gmt":"2025-12-10T07:04:55","guid":{"rendered":"https:\/\/kibu.ac.ke\/sgs\/?p=9838"},"modified":"2025-12-10T07:10:05","modified_gmt":"2025-12-10T07:10:05","slug":"factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector","status":"publish","type":"post","link":"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/","title":{"rendered":"Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9838\" class=\"elementor elementor-9838\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d852037 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-height-default\" data-id=\"6d852037\" data-element_type=\"section\" id=\"ourgoal\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41bbd9ec\" data-id=\"41bbd9ec\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71875eb7 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"71875eb7\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2fdcb9f8 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"2fdcb9f8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4928bed7\" data-id=\"4928bed7\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-17ffac50 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"17ffac50\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-2f416664 elementor-invisible\" data-id=\"2f416664\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f5003c6 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"4f5003c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2025<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-4a978654 elementor-invisible\" data-id=\"4a978654\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-720cdd8f elementor-widget elementor-widget-heading\" data-id=\"720cdd8f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Authors<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7519cf8f elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"7519cf8f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lilian Cherotich Ronoh<br \/>Samuel Mbugua<br \/>Richard Ronoh<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-75035324 elementor-invisible\" data-id=\"75035324\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_mobile&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-56951cdd elementor-tablet-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"56951cdd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-shrink\" href=\"https:\/\/ijsrset.com\/index.php\/home\/article\/view\/IJSRSET2512541\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">VIEW ON PUBLISHER SITE<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-356e4be2 elementor-widget elementor-widget-heading\" data-id=\"356e4be2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61e83e96 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"61e83e96\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kenyan seed supply chain has made some positive strides towards digitalization of its operations; however, it is still faced with challenges like counterfeit seeds, lack of transparency, lack of traceability, inefficiencies in operations among others. Integration of Blockchain, IoT and AI in the Kenyan seed supply chain has the potential to digitally transform this sector as well alleviate the challenges that the sector is currently facing. However, practical implementation and full uptake of these technologies in Kenyan seed supply chain are hindered by several factors. This study sought to evaluate the factors that affect the successful implementation of integrated AI-Blockchain-IoT in the Kenyan seed supply chain underpinning the TOE model of technology adoption. The target respondents were KALRO and KSC staff from ICT and Seed units as well as farmers and agro-dealers in Tranzoia County. Data collection instruments were questionnaires and interview schedules, and the collected data were analyzed using both descriptive and referential analysis. The findings of this study revealed that high cost of implementation (p = 0.034), limited technical knowledge (p = 0.021), lack of awareness of technology benefits (p = 0.030), reluctance to transition (p = 0.048), and concerns about cost and learning curve (p = 0.020) were found to be statistically significant predictors of lower of AI-Blockchain-IoT adoption.This study helps enlighten the practitioners and the stakeholders in this sector on the various adoption factors to consider as well as highlighting the target areas that need more investments on and interventions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>2025 Authors Lilian Cherotich RonohSamuel MbuguaRichard Ronoh VIEW ON PUBLISHER SITE Abstract Kenyan seed supply chain has made some positive strides towards digitalization of its operations; however, it is still faced with challenges like counterfeit seeds, lack of transparency, lack of traceability, inefficiencies in operations among others. Integration of Blockchain, IoT and AI in the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-9838","post","type-post","status-publish","format-standard","hentry","category-publications"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector - School of Graduate Studies<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector - School of Graduate Studies\" \/>\n<meta property=\"og:description\" content=\"2025 Authors Lilian Cherotich RonohSamuel MbuguaRichard Ronoh VIEW ON PUBLISHER SITE Abstract Kenyan seed supply chain has made some positive strides towards digitalization of its operations; however, it is still faced with challenges like counterfeit seeds, lack of transparency, lack of traceability, inefficiencies in operations among others. Integration of Blockchain, IoT and AI in the [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\" \/>\n<meta property=\"og:site_name\" content=\"School of Graduate Studies\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-10T07:04:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-10T07:10:05+00:00\" \/>\n<meta name=\"author\" content=\"kibabii\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"kibabii\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\"},\"author\":{\"name\":\"kibabii\",\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/#\/schema\/person\/3c7b50037f622e72b7023aafee6ed8f8\"},\"headline\":\"Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector\",\"datePublished\":\"2025-12-10T07:04:55+00:00\",\"dateModified\":\"2025-12-10T07:10:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\"},\"wordCount\":256,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/#organization\"},\"articleSection\":[\"Publications\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\",\"url\":\"https:\/\/kibu.ac.ke\/sgs\/factors-affecting-implementation-of-integrated-ai-blockchain-iot-in-kenyan-seed-sector\/\",\"name\":\"Factors Affecting Implementation of Integrated AI-Blockchain-IoT in Kenyan Seed Sector - 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