{"id":9826,"date":"2025-12-09T12:48:53","date_gmt":"2025-12-09T12:48:53","guid":{"rendered":"https:\/\/kibu.ac.ke\/sgs\/?p=9826"},"modified":"2025-12-09T12:52:41","modified_gmt":"2025-12-09T12:52:41","slug":"evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain","status":"publish","type":"post","link":"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/","title":{"rendered":"Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9826\" class=\"elementor elementor-9826\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-177e1de8 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-height-default\" data-id=\"177e1de8\" 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-25a490fa\" data-id=\"25a490fa\" 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-56b3490a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"56b3490a\" 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\">Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain<\/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-1b0b23f9 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1b0b23f9\" 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-33fe2ee2\" data-id=\"33fe2ee2\" 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-305eb8fa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"305eb8fa\" 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-4e8da4d elementor-invisible\" data-id=\"4e8da4d\" 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-4f4bf0b5 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"4f4bf0b5\" 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-22d5aab9 elementor-invisible\" data-id=\"22d5aab9\" 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-1c250262 elementor-widget elementor-widget-heading\" data-id=\"1c250262\" 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-546b3e86 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"546b3e86\" 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-bfd9c73 elementor-invisible\" data-id=\"bfd9c73\" 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-6a988a91 elementor-tablet-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"6a988a91\" 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\/IJSRSET2512538\">\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-7dfa2457 elementor-widget elementor-widget-heading\" data-id=\"7dfa2457\" 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-1f02b113 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"1f02b113\" 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>Agricultural sector plays a very crucial role in Kenyan national economy and within it, is the seed sector which is it\u2019s driver and sustainer. Despite the strides that have been made towards digitalization of the seed sector, still, there are challenges facing it, one of them being lack of transparency. This has resulted in farmers purchasing counterfeit seeds which have adverse effects on the overall crop yields and great financial losses to farmers. This study sought to evaluate the capabilities and the effects of integrating AI-Blockchain-IoT technologies to improve transparency within the seed supply chain. Data was collected from KALRO and KSC staff, farmers and agro-dealers through questionnaires and interviews and data analyses carried out were both descriptive and inferential. Findings revealed varying perceptions on the capabilities of these technologies which show that more awareness needs to be done to enlighten the stakeholders on the benefits of these technologies as well as benefits of their integration. In addition, the findings on the effects revealed that integration of AI-Blockchain-IoT technologies has a statistically significant positive effect on transparency in the seed supply chain. This study contributes to practice by providing insights into technologies that can enhance transparency so that all stakeholders can have clear visibility and access to information on the entire seed supply chain operations.<\/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 Agricultural sector plays a very crucial role in Kenyan national economy and within it, is the seed sector which is it\u2019s driver and sustainer. Despite the strides that have been made towards digitalization of the seed sector, still, there are challenges facing it, [&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-9826","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>Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain - 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\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain - School of Graduate Studies\" \/>\n<meta property=\"og:description\" content=\"2025 Authors Lilian Cherotich RonohSamuel MbuguaRichard Ronoh VIEW ON PUBLISHER SITE Abstract Agricultural sector plays a very crucial role in Kenyan national economy and within it, is the seed sector which is it\u2019s driver and sustainer. Despite the strides that have been made towards digitalization of the seed sector, still, there are challenges facing it, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\" \/>\n<meta property=\"og:site_name\" content=\"School of Graduate Studies\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-09T12:48:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-09T12:52:41+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\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\"},\"author\":{\"name\":\"kibabii\",\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/#\/schema\/person\/3c7b50037f622e72b7023aafee6ed8f8\"},\"headline\":\"Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain\",\"datePublished\":\"2025-12-09T12:48:53+00:00\",\"dateModified\":\"2025-12-09T12:52:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\"},\"wordCount\":240,\"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\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\",\"url\":\"https:\/\/kibu.ac.ke\/sgs\/evaluating-ai-blockchain-iot-capabilities-and-effects-on-transparency-in-kenyan-seed-supply-chain\/\",\"name\":\"Evaluating AI-Blockchain\u2013IoT Capabilities and Effects on Transparency in Kenyan Seed Supply Chain - 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