{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:18:43Z","timestamp":1759331923600,"version":"3.37.3"},"reference-count":88,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T00:00:00Z","timestamp":1715126400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T00:00:00Z","timestamp":1715126400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100019672","name":"University of Western Macedonia","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100019672","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Oper Res Int J"],"published-print":{"date-parts":[[2024,6]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>The concept of the bioeconomy holds great promise for promoting green growth and competitiveness across Europe through the use of renewable biological resources, such as plant and animal biomass, while adhering to the principles of circularity. Despite its introduction by the European Commission in 2015, little effort has been made to define or describe what exactly a circular bioeconomy entails. In the case of Greece in particular, however, the survival of the region of Western Macedonia appears to be highly dependent on sustaining its agricultural activity by incorporating elements related to this crucial sector of the economy. In order for this agricultural transformation to be effective, bio-economic practices relevant to crop production and appropriate alternative management practices must be universally implemented at all levels. To achieve this, it was necessary to collect questionnaires from 412 farmers in the region for analysis purposes, and to classify their responses based on k-means cluster analysis, which later formed these systematic groups: modernists, early adopters and latecomers. Evaluation of these categories revealed a variety of factors, such as age and income, that significantly influenced their attitudes towards adopting bioeconomy farming practices and related circularity principles. Overall, understanding these challenges opens the door for policy decisions aimed at supporting the development of sustainable rural areas.<\/jats:p>","DOI":"10.1007\/s12351-024-00834-9","type":"journal-article","created":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T06:02:29Z","timestamp":1715148149000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Operational taxonomy of farmers' towards circular bioeconomy in regional level"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9539-2726","authenticated-orcid":false,"given":"Christina-Ioanna","family":"Papadopoulou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fotios","family":"Chatzitheodoridis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Efstratios","family":"Loizou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piotr","family":"Jurga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,5,8]]},"reference":[{"key":"834_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.agsy.2021.103053","volume":"189","author":"AK Aare","year":"2021","unstructured":"Aare AK, Lund S, Hauggaard-Nielsen H (2021) Exploring transitions towards sustainable farming practices through participatory research\u2014the case of Danish farmers\u2019 use of species mixtures. Agric Syst 189:103053. https:\/\/doi.org\/10.1016\/j.agsy.2021.103053","journal-title":"Agric Syst"},{"issue":"2","key":"834_CR2","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1080\/04353684.2021.1921603","volume":"103","author":"M Albrecht","year":"2021","unstructured":"Albrecht M, Grundel I, Morales D (2021) Regional bioeconomies: public finance and sustainable policy narratives. Geografiska Ann. Series b Hum Geogr 103(2):116\u2013132. https:\/\/doi.org\/10.1080\/04353684.2021.1921603","journal-title":"Geografiska Ann. Series b Hum Geogr"},{"issue":"1","key":"834_CR3","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1751\/1\/012038","volume":"1751","author":"AA Aldino","year":"2021","unstructured":"Aldino AA, Darwis D, Prastowo AT, Sujana C (2021) Implementation of K-means algorithm for clustering corn planting feasibility area in south Lampung regency. J Phys: Conf Ser 1751(1):012038. https:\/\/doi.org\/10.1088\/1742-6596\/1751\/1\/012038","journal-title":"J Phys: Conf Ser"},{"issue":"1","key":"834_CR4","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1186\/s40100-023-00243-0","volume":"11","author":"H Alem","year":"2023","unstructured":"Alem H (2023) The role of green total factor productivity to farm-level performance: evidence from Norwegian dairy farms. Agric and Food Econ 11(1):2. https:\/\/doi.org\/10.1186\/s40100-023-00243-0","journal-title":"Agric and Food Econ"},{"issue":"3","key":"834_CR5","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1080\/1389224X.2010.489767","volume":"16","author":"M Anastasios","year":"2010","unstructured":"Anastasios M, Koutsouris A, Konstadinos M (2010) Information and communication technologies as agricultural extension tools: a survey among farmers in West Macedonia, Greece. J Agric Educ Ext 16(3):249\u2013263. https:\/\/doi.org\/10.1080\/1389224X.2010.489767","journal-title":"J Agric Educ Ext"},{"key":"834_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2020.110691","volume":"139","author":"M Antar","year":"2021","unstructured":"Antar M, Lyu D, Nazari M, Shah A, Zhou X, Smith DL (2021) Biomass for a sustainable bioeconomy: an overview of world biomass production and utilization. Renew Sustain Energy Rev 139:110691. https:\/\/doi.org\/10.1016\/j.rser.2020.110691","journal-title":"Renew Sustain Energy Rev"},{"key":"834_CR7","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1016\/j.rser.2019.05.017","volume":"111","author":"MK Awasthi","year":"2019","unstructured":"Awasthi MK, Sarsaiya S, Wainaina S, Rajendran K, Kumar S, Quan W, Duan Y, Awasthi SK, Chen H, Pandey A, Zhang Z, Jain A, Taherzadeh MJ (2019) A critical review of organic manure biorefinery models toward sustainable circular bioeconomy: technological challenges, advancements, innovations, and future perspectives. Renew Sustain Energy Rev 111:115\u2013131. https:\/\/doi.org\/10.1016\/j.rser.2019.05.017","journal-title":"Renew Sustain Energy Rev"},{"issue":"1","key":"834_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1504\/IJCEE.2021.10043597","volume":"1","author":"VK Awasthi","year":"2021","unstructured":"Awasthi VK, Hota HS, Sharma DK (2021) An Integrated K-Means-GP approach for US stock fund diversification and its impact due to COVID-19. Int J Comput Econ Econom 1(1):1. https:\/\/doi.org\/10.1504\/IJCEE.2021.10043597","journal-title":"Int J Comput Econ Econom"},{"issue":"3","key":"834_CR9","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1007\/s10368-019-00442-5","volume":"16","author":"A Belke","year":"2019","unstructured":"Belke A, Christodoulakis N, Gros D (2019) Lessons from the Strukturwandel in the Ruhrgebiet: turning Northern Greece into an industrial champion? IEEP 16(3):535\u2013562. https:\/\/doi.org\/10.1007\/s10368-019-00442-5","journal-title":"IEEP"},{"key":"834_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.clcb.2022.100008","volume":"2","author":"D Berki-Kiss","year":"2022","unstructured":"Berki-Kiss D, Menrad K (2022) Ethical consumption: influencing factors of consumer\u00b4s intention to purchase Fairtrade roses. Clean Circ Bioecon 2:100008. https:\/\/doi.org\/10.1016\/j.clcb.2022.100008","journal-title":"Clean Circ Bioecon"},{"issue":"4","key":"834_CR11","doi-asserted-by":"publisher","first-page":"599","DOI":"10.2307\/1349593","volume":"18","author":"KJ Bernhardt","year":"1996","unstructured":"Bernhardt KJ, Allen JC, Helmers GA (1996) Using cluster analysis to classify farms for conventional\/alternative systems research. Appl Econ Perspect Policy 18(4):599\u2013611. https:\/\/doi.org\/10.2307\/1349593","journal-title":"Appl Econ Perspect Policy"},{"issue":"6","key":"834_CR12","doi-asserted-by":"publisher","first-page":"2193","DOI":"10.3390\/su12062193","volume":"12","author":"V Borsellino","year":"2020","unstructured":"Borsellino V, Schimmenti E, El Bilali H (2020) Agri-food markets towards sustainable patterns. Sustainability 12(6):2193. https:\/\/doi.org\/10.3390\/su12062193","journal-title":"Sustainability"},{"issue":"3","key":"834_CR13","doi-asserted-by":"publisher","first-page":"1661","DOI":"10.3390\/su14031661","volume":"14","author":"S Bottausci","year":"2022","unstructured":"Bottausci S, Midence R, Serrano-Bernardo F, Bonoli A (2022) Organic waste management and circular bioeconomy: a literature review comparison between Latin America and the European union. Sustainability 14(3):1661. https:\/\/doi.org\/10.3390\/su14031661","journal-title":"Sustainability"},{"issue":"4","key":"834_CR14","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1504\/IJSAMI.2021.121926","volume":"7","author":"T Bournaris","year":"2021","unstructured":"Bournaris T, Moulogianni C, Vlontzos G, Georgilas I (2021) Methodologies used to assess the impacts of climate change in agricultural economics: a rapid review. Int J Sustain Agric Manag Inform 7(4):253. https:\/\/doi.org\/10.1504\/IJSAMI.2021.121926","journal-title":"Int J Sustain Agric Manag Inform"},{"key":"834_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.biteb.2022.100955","volume":"17","author":"AS Brand\u00e3o","year":"2022","unstructured":"Brand\u00e3o AS, Santos JMRCA (2022) Rural regions as key locations for the circular bioeconomy: insights from the northern interior of Portugal. Bioresource Technology Reports 17:100955. https:\/\/doi.org\/10.1016\/j.biteb.2022.100955","journal-title":"Bioresource Technology Reports"},{"issue":"3\/4","key":"834_CR16","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1504\/IJCEE.2018.10017737","volume":"8","author":"U Cantner","year":"2018","unstructured":"Cantner U, Giebler A, G\u00fcnther J, Kristalova M, Meder A (2018) Innovation cooperation in East and West Germany: a study on the regional and technological impact. Int J Comput Econ Econom 8(3\/4):242. https:\/\/doi.org\/10.1504\/IJCEE.2018.10017737","journal-title":"Int J Comput Econ Econom"},{"key":"834_CR17","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2021.111344","volume":"148","author":"J Chodkowska-Miszczuk","year":"2021","unstructured":"Chodkowska-Miszczuk J, Martin\u00e1t S, van der Horst D (2021) Changes in feedstocks of rural anaerobic digestion plants: external drivers towards a circular bioeconomy. Renew Sustain Energy Rev 148:111344. https:\/\/doi.org\/10.1016\/j.rser.2021.111344","journal-title":"Renew Sustain Energy Rev"},{"key":"834_CR18","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.spc.2021.11.009","volume":"30","author":"M Dallend\u00f6rfer","year":"2022","unstructured":"Dallend\u00f6rfer M, Dieken S, Henseleit M, Siekmann F, Venghaus S (2022) Investigating Citizens\u2019 perceptions of the bioeconomy in Germany\u2014High support but little understanding. Sustainable Production and Consumption 30:16\u201330. https:\/\/doi.org\/10.1016\/j.spc.2021.11.009","journal-title":"Sustainable Production and Consumption"},{"issue":"08","key":"834_CR19","doi-asserted-by":"publisher","first-page":"1740010","DOI":"10.1142\/S1363919617400102","volume":"21","author":"O Dedehayir","year":"2017","unstructured":"Dedehayir O, Orrt RJ, Riverola C, Miralles F (2017) Innovators and early adopters in the diffusion of innovations: a literature review. Int J Innov Manag 21(08):1740010. https:\/\/doi.org\/10.1142\/S1363919617400102","journal-title":"Int J Innov Manag"},{"key":"834_CR20","doi-asserted-by":"publisher","first-page":"1400","DOI":"10.1016\/j.jclepro.2017.11.047","volume":"174","author":"L Devaney","year":"2018","unstructured":"Devaney L, Henchion M (2018) Consensus, caveats and conditions: international learnings for bioeconomy development. J Clean Prod 174:1400\u20131411. https:\/\/doi.org\/10.1016\/j.jclepro.2017.11.047","journal-title":"J Clean Prod"},{"issue":"4","key":"834_CR21","doi-asserted-by":"publisher","first-page":"1932","DOI":"10.1002\/bse.2725","volume":"30","author":"M Donner","year":"2021","unstructured":"Donner M, de Vries H (2021) How to innovate business models for a circular bio-economy? Bus Strateg Environ 30(4):1932\u20131947. https:\/\/doi.org\/10.1002\/bse.2725","journal-title":"Bus Strateg Environ"},{"key":"834_CR22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2022.115836","volume":"321","author":"M Donner","year":"2022","unstructured":"Donner M, Erraach Y, L\u00f3pez-i-Gelats F, Manuel-i-Martin J, Yatribi T, Radi\u0107 I, El Hadad-Gauthier F (2022) Circular bioeconomy for olive oil waste and by-product valorisation: actors\u2019 strategies and conditions in the Mediterranean Area. J Environ Manage 321:115836. https:\/\/doi.org\/10.1016\/j.jenvman.2022.115836","journal-title":"J Environ Manage"},{"issue":"4","key":"834_CR23","doi-asserted-by":"publisher","first-page":"626","DOI":"10.4103\/ijcm.ijcm_7_22","volume":"47","author":"N Elias","year":"2022","unstructured":"Elias N, Sreejesh K (2022) A study to evaluate the effectiveness of structured teaching programme on knowledge regarding heatstroke and its prevention among farmers. Indian J Community Med 47(4):626\u2013627. https:\/\/doi.org\/10.4103\/ijcm.ijcm_7_22","journal-title":"Indian J Community Med"},{"issue":"1","key":"834_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.11648\/j.ajtas.20160501.11","volume":"5","author":"I Etikan","year":"2016","unstructured":"Etikan I (2016) Comparison of convenience sampling and purposive sampling. Am J Theor Appl Stat 5(1):1. https:\/\/doi.org\/10.11648\/j.ajtas.20160501.11","journal-title":"Am J Theor Appl Stat"},{"key":"834_CR25","unstructured":"European Commission (2018) A sustainable bioeconomy for Europe: strengthening the connection between economy, society and the environment"},{"key":"834_CR26","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1016\/j.nbt.2020.11.009","volume":"61","author":"F Fava","year":"2021","unstructured":"Fava F, Gardossi L, Brigidi P, Morone P, Carosi DAR, Lenzi A (2021) The Bioeconomy in Italy and the new national strategy for a more competitive and sustainable country. New Biotechnol 61:124\u2013136. https:\/\/doi.org\/10.1016\/j.nbt.2020.11.009","journal-title":"New Biotechnol"},{"issue":"2","key":"834_CR27","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1016\/j.physio.2017.06.002","volume":"104","author":"R Forbes","year":"2018","unstructured":"Forbes R, Mandrusiak A, Smith M, Russell T (2018) Identification of competencies for patient education in physiotherapy using a Delphi approach. Physiotherapy 104(2):232\u2013238. https:\/\/doi.org\/10.1016\/j.physio.2017.06.002","journal-title":"Physiotherapy"},{"key":"834_CR28","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.tifs.2021.11.026","volume":"119","author":"M Fraga-Corral","year":"2022","unstructured":"Fraga-Corral M, Ronza P, Garcia-Oliveira P, Pereira AG, Losada AP, Prieto MA, Quiroga MI, Simal-Gandara J (2022) Aquaculture as a circular bio-economy model with Galicia as a study case: how to transform waste into revalorized by-products. Trends Food Sci Technol 119:23\u201335. https:\/\/doi.org\/10.1016\/j.tifs.2021.11.026","journal-title":"Trends Food Sci Technol"},{"issue":"3","key":"834_CR29","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1007\/s10668-015-9678-2","volume":"18","author":"P Ghisellini","year":"2016","unstructured":"Ghisellini P, Setti M, Ulgiati S (2016) Energy and land use in worldwide agriculture: an application of life cycle energy and cluster analysis. Environ Dev Sustain 18(3):799\u2013837. https:\/\/doi.org\/10.1007\/s10668-015-9678-2","journal-title":"Environ Dev Sustain"},{"issue":"7","key":"834_CR30","doi-asserted-by":"publisher","first-page":"537","DOI":"10.3390\/jof7070537","volume":"7","author":"F Guevara-Viej\u00f3","year":"2021","unstructured":"Guevara-Viej\u00f3 F, Valenzuela-Cobos JD, Vicente-Galindo P, Galindo-Villard\u00f3n P (2021) Application of K-Means clustering Algorithm to commercial parameters of Pleurotus Spp. cultivated on representative agricultural wastes from Province of Guayas. J Fungi 7(7):537. https:\/\/doi.org\/10.3390\/jof7070537","journal-title":"J Fungi"},{"key":"834_CR31","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1016\/j.jclepro.2018.09.068","volume":"204","author":"C Ingrao","year":"2018","unstructured":"Ingrao C, Bacenetti J, Bezama A, Blok V, Goglio P, Koukios EG, Lindner M, Nemecek T, Siracusa V, Zabaniotou A, Huisingh D (2018) The potential roles of bio-economy in the transition to equitable, sustainable, post fossil-carbon societies: findings from this virtual special issue. J Clean Prod 204:471\u2013488. https:\/\/doi.org\/10.1016\/j.jclepro.2018.09.068","journal-title":"J Clean Prod"},{"issue":"8","key":"834_CR32","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1016\/j.patrec.2009.09.011","volume":"31","author":"AK Jain","year":"2010","unstructured":"Jain AK (2010) Data clustering: 50 Years beyond K-Means. Pattern Recogn Lett 31(8):651\u2013666. https:\/\/doi.org\/10.1016\/j.patrec.2009.09.011","journal-title":"Pattern Recogn Lett"},{"issue":"4","key":"834_CR33","doi-asserted-by":"publisher","first-page":"396","DOI":"10.9734\/BJAST\/2015\/14975","volume":"7","author":"A Joshi","year":"2015","unstructured":"Joshi A, Kale S, Chandel S, Pal D (2015) Likert scale: explored and explained. Br J Appl Sci Technol 7(4):396\u2013403. https:\/\/doi.org\/10.9734\/BJAST\/2015\/14975","journal-title":"Br J Appl Sci Technol"},{"issue":"4","key":"834_CR34","doi-asserted-by":"publisher","first-page":"2332","DOI":"10.3390\/su14042332","volume":"14","author":"D Kalfas","year":"2022","unstructured":"Kalfas D, Chatzitheodoridis F, Loizou E, Melfou K (2022) Willingness to pay for urban and suburban green. Sustainability 14(4):2332. https:\/\/doi.org\/10.3390\/su14042332","journal-title":"Sustainability"},{"issue":"2","key":"834_CR35","doi-asserted-by":"publisher","first-page":"43","DOI":"10.3390\/urbansci7020043","volume":"7","author":"D Kalfas","year":"2023","unstructured":"Kalfas D, Kalogiannidis S, Chatzitheodoridis F, Toska E (2023) Urbanization and land use planning for achieving the sustainable development goals (SDGs): a case study of Greece. Urban Sci 7(2):43. https:\/\/doi.org\/10.3390\/urbansci7020043","journal-title":"Urban Sci"},{"issue":"10","key":"834_CR36","doi-asserted-by":"publisher","first-page":"1680","DOI":"10.3390\/land11101680","volume":"11","author":"S Kalogiannidis","year":"2022","unstructured":"Kalogiannidis S, Kalfas D, Chatzitheodoridis F, Papaevangelou O (2022a) Role of crop-protection technologies in sustainable agricultural productivity and management. Land 11(10):1680. https:\/\/doi.org\/10.3390\/land11101680","journal-title":"Land"},{"issue":"12","key":"834_CR37","doi-asserted-by":"publisher","first-page":"2139","DOI":"10.3390\/land11122139","volume":"11","author":"S Kalogiannidis","year":"2022","unstructured":"Kalogiannidis S, Kalfas D, Loizou E, Chatzitheodoridis F (2022b) Forestry bioeconomy contribution on socioeconomic development: evidence from Greece. Land 11(12):2139. https:\/\/doi.org\/10.3390\/land11122139","journal-title":"Land"},{"issue":"2","key":"834_CR38","doi-asserted-by":"publisher","first-page":"69","DOI":"10.3390\/admsci12020069","volume":"12","author":"S Kalogiannidis","year":"2022","unstructured":"Kalogiannidis S, Loizou E, Kalfas D, Chatzitheodoridis F (2022c) Local and regional management approaches for the redesign of local development: a case study of Greece. Adm Sci 12(2):69. https:\/\/doi.org\/10.3390\/admsci12020069","journal-title":"Adm Sci"},{"issue":"6","key":"834_CR39","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.3390\/agriculture13061222","volume":"13","author":"S Kalogiannidis","year":"2023","unstructured":"Kalogiannidis S, Papadopoulou C-I, Loizou E, Chatzitheodoridis F (2023) Risk, vulnerability, and resilience in agriculture and their impact on sustainable rural economy development: a case study of Greece. Agriculture 13(6):1222. https:\/\/doi.org\/10.3390\/agriculture13061222","journal-title":"Agriculture"},{"key":"834_CR40","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2020.109842","volume":"127","author":"Y Kang","year":"2020","unstructured":"Kang Y, Yang Q, Bartocci P, Wei H, Liu SS, Zhujuan Wu, Zhou H, Yang H, Fantozzi F, Chen H (2020) Bioenergy in China: evaluation of domestic biomass resources and the associated greenhouse gas mitigation potentials. Renew Sustain Energy Rev 127:109842. https:\/\/doi.org\/10.1016\/j.rser.2020.109842","journal-title":"Renew Sustain Energy Rev"},{"issue":"1","key":"834_CR41","doi-asserted-by":"publisher","first-page":"413","DOI":"10.3390\/su13010413","volume":"13","author":"M Kardung","year":"2021","unstructured":"Kardung M, Cingiz K, Costenoble O, Delahaye R, Heijman W, Lovri\u0107 M, van Leeuwen M, M\u2019Barek R, van Meijl H, Piotrowski S, Ronzon T, Sauer J, Verhoog D, Verkerk PJ, Vrachioli M, Wesseler JHH, Zhu BX (2021) Development of the circular bioeconomy: drivers and indicators. Sustainability 13(1):413. https:\/\/doi.org\/10.3390\/su13010413","journal-title":"Sustainability"},{"key":"834_CR42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolecon.2022.107402","volume":"196","author":"F Khan","year":"2022","unstructured":"Khan F, Ali Y (2022) Moving towards a sustainable circular bio-economy in the agriculture sector of a developing country. Ecol Econ 196:107402. https:\/\/doi.org\/10.1016\/j.ecolecon.2022.107402","journal-title":"Ecol Econ"},{"issue":"1","key":"834_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1504\/IJCEE.2021.10043423","volume":"1","author":"A Kleszcz","year":"2021","unstructured":"Kleszcz A (2021) The use of classification models to identify factors differentiating the competitiveness of the EU-15 and EU-13 countries. Int J Comput Econ Econom 1(1):1. https:\/\/doi.org\/10.1504\/IJCEE.2021.10043423","journal-title":"Int J Comput Econ Econom"},{"key":"834_CR44","doi-asserted-by":"crossref","unstructured":"Kurnaz IA, Elif DA, Levent Kurnaz M (2022) Circular bioeconomy and sustainability. In: Biodegradable waste management in the circular economy. Wiley, pp 1\u201312","DOI":"10.1002\/9781119679523.ch1"},{"key":"834_CR45","doi-asserted-by":"crossref","unstructured":"Lago C, Israel H, Natalia C, Yolanda L (2019) Nexus bioenergy\u2013bioeconomy. In: The role of bioenergy in the bioeconomy. Elsevier, pp. 3\u201324","DOI":"10.1016\/B978-0-12-813056-8.00001-7"},{"key":"834_CR46","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.nbt.2017.05.006","volume":"40","author":"M Lainez","year":"2018","unstructured":"Lainez M, Gonz\u00e1lez JM, Aguilar A, Vela C (2018) Spanish strategy on bioeconomy: towards a knowledge based sustainable innovation. New Biotechnol 40:87\u201395. https:\/\/doi.org\/10.1016\/j.nbt.2017.05.006","journal-title":"New Biotechnol"},{"issue":"4","key":"834_CR47","doi-asserted-by":"publisher","first-page":"436","DOI":"10.3390\/f12040436","volume":"12","author":"DC Lazaridou","year":"2021","unstructured":"Lazaridou DC, Michailidis A, Trigkas M (2021) Exploring environmental and economic costs and benefits of a forest-based circular economy: a literature review. Forests 12(4):436. https:\/\/doi.org\/10.3390\/f12040436","journal-title":"Forests"},{"key":"834_CR48","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2020.110613","volume":"137","author":"C Leibensperger","year":"2021","unstructured":"Leibensperger C, Yang P, Zhao Q, Wei S, Cai X (2021) The synergy between stakeholders for cellulosic biofuel development: perspectives, opportunities, and barriers. Renew Sustain Energy Rev 137:110613. https:\/\/doi.org\/10.1016\/j.rser.2020.110613","journal-title":"Renew Sustain Energy Rev"},{"key":"834_CR49","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.155122","volume":"833","author":"T Liu","year":"2022","unstructured":"Liu T, Klammsteiner T, Dregulo AM, Kumar V, Zhou Y, Zhang Z, Awasthi MK (2022) Black soldier fly larvae for organic manure recycling and its potential for a circular bioeconomy: a review. Sci Total Environ 833:155122. https:\/\/doi.org\/10.1016\/j.scitotenv.2022.155122","journal-title":"Sci Total Environ"},{"issue":"7","key":"834_CR50","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1108\/BFJ-04-2010-0068","volume":"115","author":"E Loizou","year":"2013","unstructured":"Loizou E, Michailidis A, Chatzitheodoridis F (2013) Investigating the drivers that influence the adoption of differentiated food products. British Food Journal 115(7):917\u2013935. https:\/\/doi.org\/10.1108\/BFJ-04-2010-0068","journal-title":"British Food Journal"},{"key":"834_CR51","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.agsy.2019.04.002","volume":"173","author":"E Loizou","year":"2019","unstructured":"Loizou E, Karelakis C, Galanopoulos K, Mattas K (2019) The role of agriculture as a development tool for a regional economy. Agric Syst 173:482\u2013490. https:\/\/doi.org\/10.1016\/j.agsy.2019.04.002","journal-title":"Agric Syst"},{"issue":"3","key":"834_CR52","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1111\/j.1464-0597.2011.00438.x","volume":"60","author":"AM Lokhorst","year":"2011","unstructured":"Lokhorst AM, Staats H, van Dijk J, van Dijk E, de Snoo G (2011) What\u2019s in It for Me? motivational differences between farmers\u2019 subsidised and non-subsidised conservation practices. Appl Psychol 60(3):337\u2013353. https:\/\/doi.org\/10.1111\/j.1464-0597.2011.00438.x","journal-title":"Appl Psychol"},{"key":"834_CR53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolecon.2023.107783","volume":"207","author":"M L\u00fchmann","year":"2023","unstructured":"L\u00fchmann M, Vogelpohl T (2023) The bioeconomy in Germany: a failing political project? Ecol Econ 207:107783. https:\/\/doi.org\/10.1016\/j.ecolecon.2023.107783","journal-title":"Ecol Econ"},{"issue":"4","key":"834_CR54","doi-asserted-by":"publisher","first-page":"542","DOI":"10.1016\/j.jretai.2012.08.001","volume":"88","author":"SB MacKenzie","year":"2012","unstructured":"MacKenzie SB, Podsakoff PM (2012) Common Method bias in marketing: causes, mechanisms, and procedural remedies. J Retail 88(4):542\u2013555. https:\/\/doi.org\/10.1016\/j.jretai.2012.08.001","journal-title":"J Retail"},{"key":"834_CR55","doi-asserted-by":"crossref","unstructured":"Magrini MB, B\u00e9fort N, Nieddu M (2019) Technological lock-in and pathways for crop diversification in the bio-economy. In: Agroecosystem diversity. Elsevier, pp 375-388","DOI":"10.1016\/B978-0-12-811050-8.00024-8"},{"issue":"1","key":"834_CR56","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1186\/s40100-021-00179-3","volume":"9","author":"G Malorgio","year":"2021","unstructured":"Malorgio G, Marangon F (2021) Agricultural business economics: the challenge of sustainability. Agric Food Econ 9(1):6. https:\/\/doi.org\/10.1186\/s40100-021-00179-3","journal-title":"Agric Food Econ"},{"key":"834_CR57","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.tifs.2021.11.021","volume":"120","author":"K Mattas","year":"2022","unstructured":"Mattas K, Tsakiridou E, Karelakis C, Lazaridou D, Gorton M, Filipovi\u0107 J, Hubbard C, Saidi M, Stojkovic D, Tocco B, Tregear A, Veneziani M (2022) Strengthening the sustainability of European food chains through quality and procurement policies. Trends Food Sci Technol 120:248\u2013253. https:\/\/doi.org\/10.1016\/j.tifs.2021.11.021","journal-title":"Trends Food Sci Technol"},{"issue":"1","key":"834_CR58","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1186\/s40100-020-00163-3","volume":"8","author":"A Matthews","year":"2020","unstructured":"Matthews A (2020) The new CAP must be linked more closely to the UN sustainable development goals. Agric Food Econ 8(1):19. https:\/\/doi.org\/10.1186\/s40100-020-00163-3","journal-title":"Agric Food Econ"},{"issue":"4","key":"834_CR59","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1016\/j.telpol.2011.02.006","volume":"35","author":"A Michailidis","year":"2011","unstructured":"Michailidis A, Partalidou M, Nastis SA, Papadaki-Klavdianou A, Charatsari C (2011) Who goes online? evidence of internet use patterns from Rural Greece. Telecommun Policy 35(4):333\u2013343. https:\/\/doi.org\/10.1016\/j.telpol.2011.02.006","journal-title":"Telecommun Policy"},{"issue":"7","key":"834_CR60","doi-asserted-by":"publisher","first-page":"1108","DOI":"10.1080\/10408398.2020.1754161","volume":"61","author":"L Movilla-Pateiro","year":"2021","unstructured":"Movilla-Pateiro L, Mahou-Lago XM, Doval MI, Simal-Gandara J (2021) Toward a sustainable metric and indicators for the goal of sustainability in agricultural and food production. Crit Rev Food Sci Nutr 61(7):1108\u20131129. https:\/\/doi.org\/10.1080\/10408398.2020.1754161","journal-title":"Crit Rev Food Sci Nutr"},{"key":"834_CR61","volume-title":"Crime Modeling and mapping using geospatial technologies","author":"AT Murray","year":"2013","unstructured":"Murray AT, Grubesic TH (2013) Exploring spatial patterns of crime using non-hierarchical cluster analysis. In: Leitner Michael (ed) Crime Modeling and mapping using geospatial technologies. Springer, Dordrecht"},{"issue":"1","key":"834_CR62","doi-asserted-by":"publisher","first-page":"62","DOI":"10.20473\/jbk.v9i1.2020.62-68","volume":"9","author":"SS Nagari","year":"2020","unstructured":"Nagari SS, Inayati L (2020) Implementation of clustering using K-means method to determine nutritional status. Jurnal Biometrika Dan Kependudukan 9(1):62. https:\/\/doi.org\/10.20473\/jbk.v9i1.2020.62-68","journal-title":"Jurnal Biometrika Dan Kependudukan"},{"key":"834_CR63","doi-asserted-by":"publisher","first-page":"250","DOI":"10.1016\/j.egyr.2021.08.049","volume":"7","author":"G Niu","year":"2021","unstructured":"Niu G, Ji Yu, Zhang Z, Wang W, Chen J, Peng Yu (2021) Clustering analysis of typical scenarios of island power supply system by using cohesive hierarchical clustering based k-means clustering method. Energy Rep 7:250\u2013256. https:\/\/doi.org\/10.1016\/j.egyr.2021.08.049","journal-title":"Energy Rep"},{"issue":"3","key":"834_CR64","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.3390\/en15031011","volume":"15","author":"A Paletto","year":"2022","unstructured":"Paletto A, Becagli C, Geri F, Sacchelli S, De Meo I (2022) Use of participatory processes in wood residue management from a circular bioeconomy perspective: an approach adopted in Italy. Energies 15(3):1011. https:\/\/doi.org\/10.3390\/en15031011","journal-title":"Energies"},{"issue":"20","key":"834_CR65","doi-asserted-by":"publisher","first-page":"6823","DOI":"10.3390\/en14206823","volume":"14","author":"C-I Papadopoulou","year":"2021","unstructured":"Papadopoulou C-I, Loizou E, Melfou K, Chatzitheodoridis F (2021) The knowledge based agricultural bioeconomy: a bibliometric network analysis. Energies 14(20):6823. https:\/\/doi.org\/10.3390\/en14206823","journal-title":"Energies"},{"issue":"19","key":"834_CR66","doi-asserted-by":"publisher","first-page":"7258","DOI":"10.3390\/en15197258","volume":"15","author":"C-I Papadopoulou","year":"2022","unstructured":"Papadopoulou C-I, Loizou E, Chatzitheodoridis F (2022) Priorities in bioeconomy strategies: a systematic literature review. Energies 15(19):7258. https:\/\/doi.org\/10.3390\/en15197258","journal-title":"Energies"},{"key":"834_CR67","doi-asserted-by":"publisher","DOI":"10.1108\/JADEE-12-2022-0284","author":"C-I Papadopoulou","year":"2023","unstructured":"Papadopoulou C-I, Loizou E, Chatzitheodoridis F, Karelakis C (2023a) Agricultural resources and practices in the circular bioeconomy adoption: evidence from a rural region of Greece. J Agribus Dev Emerg Econ. https:\/\/doi.org\/10.1108\/JADEE-12-2022-0284","journal-title":"J Agribus Dev Emerg Econ"},{"issue":"4","key":"834_CR68","doi-asserted-by":"publisher","first-page":"809","DOI":"10.3390\/land12040809","volume":"12","author":"C-I Papadopoulou","year":"2023","unstructured":"Papadopoulou C-I, Loizou E, Chatzitheodoridis F, Michailidis A, Karelakis C, Fallas Y, Paltaki A (2023b) What makes farmers aware in adopting circular bioeconomy practices? Evidence from a Greek rural region. Land 12(4):809. https:\/\/doi.org\/10.3390\/land12040809","journal-title":"Land"},{"issue":"3","key":"834_CR69","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1504\/IJSAMI.2023.131881","volume":"9","author":"CI Papadopoulou","year":"2023","unstructured":"Papadopoulou CI, Chatzitheodoridis F, Loizou E (2023c) Exploring the benefits of circular bioecomony in agriculture: a bibliometric network analysis. Int J Sustain Agric Manag Informatics 9(3):232\u2013251. https:\/\/doi.org\/10.1504\/IJSAMI.2023.131881","journal-title":"Int J Sustain Agric Manag Informatics"},{"key":"834_CR70","doi-asserted-by":"publisher","first-page":"99","DOI":"10.3906\/zoo-1611-29","volume":"42","author":"MA Papakosta","year":"2018","unstructured":"Papakosta MA, Kitikidou K, Bakaloudis DE, Vlachos CG, Chatzinikos E, Alexandrou O, Sakoulis A (2018) Geographical variation in morphometry, craniometry, and diet of Amammalian species (Stone Marten, Martes Foina) using data mining. Turk J Zool 42:99\u2013106. https:\/\/doi.org\/10.3906\/zoo-1611-29","journal-title":"Turk J Zool"},{"issue":"9","key":"834_CR71","doi-asserted-by":"publisher","first-page":"4038","DOI":"10.1111\/gcb.14307","volume":"24","author":"R Prestele","year":"2018","unstructured":"Prestele R, Hirsch AL, Davin EL, Seneviratne SI, Verburg PH (2018) A spatially explicit representation of conservation agriculture for application in global change studies. Glob Change Biol 24(9):4038\u20134053. https:\/\/doi.org\/10.1111\/gcb.14307","journal-title":"Glob Change Biol"},{"issue":"1","key":"834_CR72","doi-asserted-by":"publisher","first-page":"10","DOI":"10.3390\/resources6010010","volume":"6","author":"C Priefer","year":"2017","unstructured":"Priefer C, J\u00f6rissen J, Fr\u00f6r O (2017) Pathways to shape the bioeconomy. Resources 6(1):10. https:\/\/doi.org\/10.3390\/resources6010010","journal-title":"Resources"},{"key":"834_CR73","doi-asserted-by":"publisher","DOI":"10.4172\/2162-6359.1000403","author":"S Rahi","year":"2017","unstructured":"Rahi S (2017) Research design and methods: a systematic review of research paradigms, sampling issues and instruments development. Int J Econ& Manag Sci. https:\/\/doi.org\/10.4172\/2162-6359.1000403","journal-title":"Int J Econ& Manag Sci"},{"key":"834_CR74","doi-asserted-by":"publisher","DOI":"10.1016\/j.fuel.2022.123585","volume":"318","author":"M Ranjbari","year":"2022","unstructured":"Ranjbari M, Esfandabadi ZS, Quatraro F, Hassan Vatanparast Su, Lam S, Aghbashlo M, Tabatabaei M (2022) Biomass and organic waste potentials towards implementing circular bioeconomy platforms: a systematic bibliometric analysis. Fuel 318:123585. https:\/\/doi.org\/10.1016\/j.fuel.2022.123585","journal-title":"Fuel"},{"issue":"5","key":"834_CR75","doi-asserted-by":"publisher","first-page":"197","DOI":"10.17221\/198\/2016-AGRICECON","volume":"64","author":"M Reiff","year":"2018","unstructured":"Reiff M, Ivanicova Z, Surmanova K (2018) Cluster analysis of selected world development indicators in the fields of agriculture and the food industry in European Union Countries. Agric Econ (zem\u011bd\u011blsk\u00e1 Ekonomika) 64(5):197\u2013205. https:\/\/doi.org\/10.17221\/198\/2016-AGRICECON","journal-title":"Agric Econ (zem\u011bd\u011blsk\u00e1 Ekonomika)"},{"issue":"4","key":"834_CR76","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1007\/s13593-021-00703-1","volume":"41","author":"C Rodriguez","year":"2021","unstructured":"Rodriguez C, M\u00e5rtensson L-M, Jensen ES, Carlsson G (2021) Combining crop diversification practices can benefit cereal production in temperate climates. Agron Sustain Dev 41(4):48. https:\/\/doi.org\/10.1007\/s13593-021-00703-1","journal-title":"Agron Sustain Dev"},{"key":"834_CR77","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.spc.2022.04.025","volume":"32","author":"R Salvador","year":"2022","unstructured":"Salvador R, Barros MV, Donner M, Brito P, Halog A, De Francisco AC (2022) How to advance regional circular bioeconomy systems? identifying barriers, challenges, drivers, and opportunities. Sustain Prod Consum 32:248\u2013269. https:\/\/doi.org\/10.1016\/j.spc.2022.04.025","journal-title":"Sustain Prod Consum"},{"issue":"23","key":"834_CR78","doi-asserted-by":"publisher","first-page":"6266","DOI":"10.3390\/en13236266","volume":"13","author":"P Sefeedpari","year":"2020","unstructured":"Sefeedpari P, Pude\u0142ko R, J\u0119drejek A, Kozak M, Borz\u0119cka M (2020) To what extent is manure produced, distributed, and potentially available for bioenergy? A step toward stimulating circular bio-economy in Poland. Energies 13(23):6266. https:\/\/doi.org\/10.3390\/en13236266","journal-title":"Energies"},{"issue":"5","key":"834_CR79","doi-asserted-by":"publisher","first-page":"461","DOI":"10.3390\/agriculture11050461","volume":"11","author":"G Sharma","year":"2021","unstructured":"Sharma G, Shrestha S, Kunwar S, Tseng T-M (2021) Crop diversification for improved weed management: a review. Agriculture 11(5):461. https:\/\/doi.org\/10.3390\/agriculture11050461","journal-title":"Agriculture"},{"key":"834_CR80","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcrx.2019.100029","volume":"6","author":"P Stegmann","year":"2020","unstructured":"Stegmann P, Londo M, Junginger M (2020) The circular bioeconomy: its elements and role in European bioeconomy clusters. Resour Conserv Recycl X 6:100029. https:\/\/doi.org\/10.1016\/j.rcrx.2019.100029","journal-title":"Resour Conserv Recycl X"},{"issue":"6","key":"834_CR81","doi-asserted-by":"publisher","first-page":"1702","DOI":"10.1002\/sd.2118","volume":"28","author":"J Streimikis","year":"2020","unstructured":"Streimikis J, Bale\u017eentis T (2020) Agricultural sustainability assessment framework integrating sustainable development goals and interlinked priorities of environmental, climate and agriculture policies. Sustain Dev 28(6):1702\u20131712. https:\/\/doi.org\/10.1002\/sd.2118","journal-title":"Sustain Dev"},{"issue":"3","key":"834_CR82","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1080\/10549811.2019.1635031","volume":"39","author":"M Trigkas","year":"2020","unstructured":"Trigkas M, Anastopoulos C, Papadopoulos I, Lazaridou D (2020) Business model for developing strategies of forest cooperatives. Evidence from an emerging business environment in Greece. J Sustain for 39(3):259\u2013282. https:\/\/doi.org\/10.1080\/10549811.2019.1635031","journal-title":"J Sustain for"},{"key":"834_CR83","doi-asserted-by":"publisher","DOI":"10.1016\/j.eja.2022.126598","volume":"140","author":"S Vanino","year":"2022","unstructured":"Vanino S, Di Bene C, Piccini C, Fila G, Pennelli B, Zornoza R, Sanchez-Navarro V, \u00c1lvaro-Fuentes J, H\u00fcppi R, Six J, Farina R (2022) A comprehensive assessment of diversified cropping systems on agro-environmental sustainability in three Mediterranean long-term field experiments. Eur J Agron 140:126598. https:\/\/doi.org\/10.1016\/j.eja.2022.126598","journal-title":"Eur J Agron"},{"issue":"6","key":"834_CR84","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1080\/13683500.2012.707175","volume":"16","author":"LM Vareiro","year":"2013","unstructured":"Vareiro LM, da Cruz P, Remoaldo C, Ribeiro JAC (2013) Residents\u2019 perceptions of tourism impacts in guimar\u00e3es (Portugal): a cluster analysis. Curr Issue Tour 16(6):535\u2013551. https:\/\/doi.org\/10.1080\/13683500.2012.707175","journal-title":"Curr Issue Tour"},{"key":"834_CR85","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1016\/j.procir.2017.11.062","volume":"69","author":"EB Vea","year":"2018","unstructured":"Vea EB, Romeo D, Thomsen M (2018) Biowaste valorisation in a future circular bioeconomy. Procedia CIRP 69:591\u2013596. https:\/\/doi.org\/10.1016\/j.procir.2017.11.062","journal-title":"Procedia CIRP"},{"key":"834_CR86","doi-asserted-by":"publisher","DOI":"10.1016\/j.biteb.2019.100277","volume":"7","author":"S Venkata Mohan","year":"2019","unstructured":"Venkata Mohan S, Shikha Dahiya K, Amulya RK, Vanitha TK (2019) Can circular bioeconomy be fueled by waste biorefineries\u2014a closer look. Bioresour Technol Rep 7:100277. https:\/\/doi.org\/10.1016\/j.biteb.2019.100277","journal-title":"Bioresour Technol Rep"},{"issue":"1","key":"834_CR87","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1186\/s12875-018-0790-x","volume":"19","author":"C Viol\u00e1n","year":"2018","unstructured":"Viol\u00e1n C, Roso-Llorach A, Foguet-Boreu Q, Guisado-Clavero M, Pons-Vigu\u00e9s M, Pujol-Ribera E, Valderas JM (2018) Multimorbidity patterns with k-means nonhierarchical cluster analysis. BMC Fam Pract 19(1):108. https:\/\/doi.org\/10.1186\/s12875-018-0790-x","journal-title":"BMC Fam Pract"},{"key":"834_CR88","unstructured":"Western Macedonia Region (2021) Regional Development Programme of Western Macedonia 2021\u20132025. https:\/\/www.pdm.gov.gr\/erga-ke-drasis\/perifereiako-programma-anaptyxis-dytikis-makedonias-2021-2025\/"}],"container-title":["Operational Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12351-024-00834-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12351-024-00834-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12351-024-00834-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,12]],"date-time":"2024-07-12T13:24:11Z","timestamp":1720790651000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12351-024-00834-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,8]]},"references-count":88,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["834"],"URL":"https:\/\/doi.org\/10.1007\/s12351-024-00834-9","relation":{},"ISSN":["1109-2858","1866-1505"],"issn-type":[{"type":"print","value":"1109-2858"},{"type":"electronic","value":"1866-1505"}],"subject":[],"published":{"date-parts":[[2024,5,8]]},"assertion":[{"value":"1 November 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 March 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 April 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 May 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"No potential conflict of interest was reported by the author(s).","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"25"}}