{"id":11054,"date":"2026-02-10T11:24:57","date_gmt":"2026-02-10T11:24:57","guid":{"rendered":"https:\/\/revista.isfin.ro\/?p=11054"},"modified":"2026-02-10T11:40:40","modified_gmt":"2026-02-10T11:40:40","slug":"innovative-approaches-to-improving-waste-management-and-reducing-ecological-footprint","status":"publish","type":"post","link":"https:\/\/revista.isfin.ro\/en\/2026\/02\/10\/innovative-approaches-to-improving-waste-management-and-reducing-ecological-footprint\/","title":{"rendered":"INNOVATIVE APPROACHES TO IMPROVING WASTE MANAGEMENT AND REDUCING ECOLOGICAL FOOTPRINT"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"11054\" class=\"elementor elementor-11054\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23c517a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23c517a3\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1ee8192d\" data-id=\"1ee8192d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5a70f4e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5a70f4e6\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1bc2021c\" data-id=\"1bc2021c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-40d1d1b6 elementor-widget elementor-widget-text-editor\" data-id=\"40d1d1b6\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Authors: Mirela Laura C\u00e2rpaciu, Andreea Ardelean<\/p><p>Vol. 11 \u2022 Special Issue \u2022 2026<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-50 elementor-inner-column elementor-element elementor-element-13949866\" data-id=\"13949866\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68ff88c6 elementor-position-right elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"68ff88c6\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a class=\"elementor-icon elementor-animation-\" href=\"https:\/\/revista.isfin.ro\/wp-content\/uploads\/2026\/02\/5.-Carpaciu-Mirela-et._abstract.pdf\" target=\"_blank\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h6 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"https:\/\/revista.isfin.ro\/wp-content\/uploads\/2026\/02\/5.-Carpaciu-Mirela-et._abstract.pdf\" target=\"_blank\" >\n\t\t\t\t\t\tView abstract PDF\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e5d655 elementor-position-right elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"9e5d655\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a class=\"elementor-icon elementor-animation-\" href=\"https:\/\/revista.isfin.ro\/wp-content\/uploads\/2026\/02\/5.-Carpaciu-Mirela-et..pdf\" target=\"_blank\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h6 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"https:\/\/revista.isfin.ro\/wp-content\/uploads\/2026\/02\/5.-Carpaciu-Mirela-et..pdf\" target=\"_blank\" >\n\t\t\t\t\t\tView article PDF\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-2e777a33 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2e777a33\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cb068e7 elementor-widget elementor-widget-text-editor\" data-id=\"4cb068e7\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><strong>Abstract<\/strong><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6adc812b elementor-widget elementor-widget-text-editor\" data-id=\"6adc812b\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>This study analyses historical plastic waste data to identify generation and recycling patterns and to support more effective public policy formulation. It aims to enhance waste management practices and mitigate the ecological footprint through a comprehensive analysis of plastic waste characteristics and trends. With the use of pre-processed dataset, exploratory data analysis (EDA) in Python, linear regression, K-Means clustering, and ARIMA models for temporal forecasting were applied. Results indicate that waste volumes explain approximately 90% of the variation in an aggregated indicator, highlighting a system oriented towards large and concentrated flows. Clustering identified four distinct waste profiles, with a pronounced geographical dimension (including an extremely large volume cluster almost exclusively associated with Uganda), suggesting the need for differentiated strategies across countries. ARIMA models, though limited by short time series, demonstrated the potential for anticipating future trends, occasionally outperforming a seasonal naive benchmark. The study&#8217;s main contribution lies in integrating a complete analytical chain\u2014from preprocessing and EDA to predictive modelling and segmentation\u2014offering a practical framework for prioritizing interventions in plastic waste management and informing public policies targeting both large and dispersed, underutilized flows.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f4fc48 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"69f4fc48\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5125784b elementor-widget elementor-widget-text-editor\" data-id=\"5125784b\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><strong>Keywords: <\/strong>Waste management, ecological footprint, plastic waste, data analysis, sustainability, Python.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6697eb6b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6697eb6b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1539cde8 elementor-widget elementor-widget-text-editor\" data-id=\"1539cde8\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><strong>JEL Classification:<\/strong> Q50, Q51, Q53, Q58, O10, O20, C10, C80.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e820f0 elementor-widget elementor-widget-text-editor\" data-id=\"4e820f0\" data-element_type=\"widget\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><strong>DOI:\u00a0<\/strong><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12b38c24 elementor-widget elementor-widget-eael-creative-button\" data-id=\"12b38c24\" data-element_type=\"widget\" data-widget_type=\"eael-creative-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"eael-creative-button-wrapper\">\n\n            <a class=\"eael-creative-button eael-creative-button--default\" href=\"https:\/\/revista.isfin.ro\/en\/arhiva\/\" data-text=\"\">\n\n                <div class=\"creative-button-inner\">\n\n                    \n                    <span class=\"cretive-button-text\">BACK<\/span>\n\n                                    <\/div>\n            <\/a>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Authors: Mirela Laura C\u00e2rpaciu, Andreea Ardelean Vol. 11 \u2022 Special Issue \u2022 2026 View abstract PDF View article PDF Abstract This study analyses historical plastic waste data to identify generation and recycling patterns and to support more effective public policy formulation. It aims to enhance waste management practices and mitigate the ecological footprint through a &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/revista.isfin.ro\/en\/2026\/02\/10\/innovative-approaches-to-improving-waste-management-and-reducing-ecological-footprint\/\"> <span class=\"screen-reader-text\">INNOVATIVE APPROACHES TO IMPROVING WASTE MANAGEMENT AND REDUCING ECOLOGICAL FOOTPRINT<\/span> Read More &raquo;<\/a><\/p>","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[188],"tags":[],"yoast_head":"<title>INNOVATIVE APPROACHES TO IMPROVING WASTE MANAGEMENT AND REDUCING ECOLOGICAL FOOTPRINT - Revista de Studii Financiare<\/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:\/\/revista.isfin.ro\/en\/2026\/02\/10\/innovative-approaches-to-improving-waste-management-and-reducing-ecological-footprint\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"INNOVATIVE APPROACHES TO IMPROVING WASTE MANAGEMENT AND REDUCING ECOLOGICAL FOOTPRINT - Revista de Studii Financiare\" \/>\n<meta property=\"og:description\" content=\"Authors: Mirela Laura C\u00e2rpaciu, Andreea Ardelean Vol. 11 \u2022 Special Issue \u2022 2026 View abstract PDF View article PDF Abstract This study analyses historical plastic waste data to identify generation and recycling patterns and to support more effective public policy formulation. 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