{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T11:27:38Z","timestamp":1774351658438,"version":"3.50.1"},"reference-count":76,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T00:00:00Z","timestamp":1769040000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>Effective communication skills are widely recognized as essential for entrepreneurial success, yet limited empirical research has explored their direct relationship with individual entrepreneurship perceptions, particularly among women entrepreneurs. This study addresses this gap by investigating how communication competencies correlate with entrepreneurial self-perception, while also examining whether these variables vary according to demographic and professional characteristics such as age, occupational field, business ownership, and job position. Employing a quantitative research design with a descriptive survey model, data were collected from 145 women entrepreneurs. Statistical analyses, including ANOVA, multiple regression analysis and correlation tests, were applied to explore differences and relationships among variables. Findings indicate that certain demographic factors, notably age and job position, significantly influence both communication skills and entrepreneurship perceptions. Furthermore, a strong positive correlation emerged between the communication skills and individual entrepreneurship perceptions of women entrepreneurs. In addition, the fact that the communication skills and entrepreneurship perceptions of branch managers were higher than those of other work statuses showed that the \u201cmanager position\u201d served as an important node affecting both variables within the system. These results underscore the importance of enhancing communication capabilities as a strategic component in fostering entrepreneurial identity and potential among women in diverse professional contexts.<\/jats:p>","DOI":"10.3390\/systems14010114","type":"journal-article","created":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T09:16:59Z","timestamp":1769159819000},"page":"114","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Communication Skills of Female Entrepreneurs and Their Perceptions of Individual Entrepreneurship"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5309-3285","authenticated-orcid":false,"given":"Remziye","family":"Terkan","sequence":"first","affiliation":[{"name":"The Higher Education Planning, Evaluation, Accreditation and Coordination Council (Y\u00d6DAK), North Cyprus, 28 Kas\u0131m Sk No:11, Lefko\u015fa 99010, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,1,22]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Jackson, S., and Moraes, R. (2023). Systems Theory and Application: A Multi-Disciplinary Approach, CRC Press. Available online: https:\/\/www.taylorfrancis.com\/books\/mono\/10.1201\/9781003449935\/systems-theory-application-scott-jackson-ricardo-moraes.","DOI":"10.1201\/9781003449935"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/16094069221100397","article-title":"Interdisciplinary research as a complicated system","volume":"21","author":"Dalton","year":"2022","journal-title":"Int. J. Qual. Methods"},{"key":"ref_3","unstructured":"Repko, A.F., and Szostak, R. (2020). Interdisciplinary Research: Process and Theory, Sage Publications. Available online: https:\/\/books.google.com\/books?id=c_C9DwAAQBAJ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1047","DOI":"10.1111\/risa.13777","article-title":"Interdisciplinary theory, methods, and approaches for hazards and disaster research: An introduction to the special issue","volume":"41","author":"Peek","year":"2021","journal-title":"Risk Anal."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1108\/JD-07-2023-0135","article-title":"Interdisciplinarity of information science: An evolutionary perspective of theory application","volume":"80","author":"Zhang","year":"2024","journal-title":"J. Doc."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"105","DOI":"10.18844\/cjes.v18i1.8272","article-title":"Community-based education: Strategy to increase women\u2019s capability in rural community","volume":"18","author":"Tristanti","year":"2023","journal-title":"Cypriot J. Educ. Sci."},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Akkaya, B., and Bagie\u0144ska, A. (2022). The role of agile women leadership in achieving team effectiveness through interpersonal trust for business agility. Sustainability, 14.","DOI":"10.3390\/su14074070"},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Salamzadeh, A., Salamzadeh, Y., and Hadizadeh, M. (2025). Digital empowerment of women entrepreneurs in emerging markets: Bridging the gender gap for environmental sustainability. Int. J. Organ. Anal.","DOI":"10.1108\/IJOA-01-2025-5120"},{"key":"ref_9","first-page":"78","article-title":"The impact of agile strategic entrepreneurship capabilities on sustainable innovation in Pakistan\u2019s textile industry","volume":"2","author":"Gul","year":"2025","journal-title":"Bull. Manag. Rev."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"796","DOI":"10.32744\/pse.2024.1.45","article-title":"Entrepreneurial leadership style towards sustainability through agile and lean base strategy in private universities","volume":"67","author":"Shogran","year":"2024","journal-title":"Perspect. Sci. Educ."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Chakraborty, T., and Ganguly, M. (2023). Agile Entrepreneurship: Probing into Women Entrepreneurial Innovation in Rural India. Agile Leadership for Industry 4.0, Apple Academic Press. Available online: https:\/\/www.taylorfrancis.com\/chapters\/edit\/10.1201\/9781003314615-17\/agile-entrepreneurship-probing-women-entrepreneurial-innovation-rural-india-tanusree-chakraborty-madhurima-ganguly.","DOI":"10.1201\/9781003314615-17"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1111\/jpim.12661","article-title":"Grand challenges and emerging market SMEs: The role of strategic agility and gender diversity","volume":"41","author":"Zahoor","year":"2024","journal-title":"J. Prod. Innov. Manag."},{"key":"ref_13","first-page":"23","article-title":"A Literature Review on the Role of Entrepreneurial Leadership in Business Sustainability of Small-Business Women Entrepreneurs","volume":"45","author":"Aris","year":"2024","journal-title":"Tuijin Jishu J. Propuls. Technol."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"100175","DOI":"10.1016\/j.wds.2024.100175","article-title":"Toward SDG\u2019s 8: How sustainability livelihood affecting survival strategy of woman entrepreneurs in Indonesia","volume":"5","author":"Hendratmi","year":"2024","journal-title":"World Dev. Sustain."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1108\/IJIS-08-2022-0164","article-title":"Agile readiness for sustainable operations in start-ups","volume":"16","author":"Sreenivasan","year":"2024","journal-title":"Int. J. Innov. Sci."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Akkaya, B., and \u00dcstg\u00f6r\u00fcl, S. (2020). Leadership styles and female managers in perspective of agile leadership. Agile Business Leadership Methods for Industry 4.0, Emerald Publishing.","DOI":"10.1108\/9781800433809"},{"key":"ref_17","first-page":"293","article-title":"Analysis of glass ceiling and sustainable business optimization for women entrepreneurial careers","volume":"5","author":"Mahadewi","year":"2024","journal-title":"Int. J. Sci. Technol. Manag."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"2923","DOI":"10.55214\/25768484.v9i4.6699","article-title":"Agile resilience for the future human resource management profession: Methodologies, strategies, and best practices","volume":"9","author":"Isabirye","year":"2025","journal-title":"Edelweiss Appl. Sci. Technol."},{"key":"ref_19","first-page":"370","article-title":"Impact of entrepreneurial leadership on forming agile work teams: Mediating role of strategic engagement","volume":"21","author":"Fadhil","year":"2023","journal-title":"Probl. Perspect. Manag."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"65","DOI":"10.53739\/samvad\/2021\/v23\/166568","article-title":"Agility and resilience in social enterprises\u2014A case study approach","volume":"23","author":"Kishnani","year":"2022","journal-title":"SAMVAD"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1563","DOI":"10.1108\/IJSHE-07-2019-0212","article-title":"Agile social learning for sustainable development in higher education","volume":"21","author":"Bolmsten","year":"2020","journal-title":"Int. J. Sustain. High. Educ."},{"key":"ref_22","first-page":"6","article-title":"Conceptual framework for enhancing project management practices among women entrepreneurs in event management","volume":"5","author":"Ejike","year":"2024","journal-title":"Int. J. Sch. Res. Multidiscip. Stud."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1108\/BIJ-08-2021-0493","article-title":"The role of social entrepreneurial leadership and benchmarking in women empowerment","volume":"30","author":"Dixit","year":"2023","journal-title":"Benchmarking Int. J."},{"key":"ref_24","first-page":"254","article-title":"Beyond diversity: Why the inclusion is imperative for boards to promote sustainability among agile non-profit organisations","volume":"14","author":"Saleem","year":"2021","journal-title":"Int. J. Agil. Syst. Manag."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.63125\/6nee1m28","article-title":"Evaluating agile business analysis in post-COVID recovery: A comparative study on financial resilience","volume":"2","author":"Zamil","year":"2022","journal-title":"Am. J. Adv. Technol. Eng. Solut."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"84","DOI":"10.18844\/gjs.v12i1.7889","article-title":"A confirmatory factor analysis of university students\u2019 high-context and low-context communication","volume":"12","year":"2022","journal-title":"Glob. J. Sociol. Curr. Issues"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1464","DOI":"10.1057\/s41267-019-00262-4","article-title":"Global platforms and ecosystems: Implications for international business theories","volume":"50","author":"Nambisan","year":"2019","journal-title":"J. Int. Bus. Stud."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"119791","DOI":"10.1016\/j.techfore.2019.119791","article-title":"Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process","volume":"150","author":"Elia","year":"2020","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"102457","DOI":"10.1016\/j.technovation.2022.102457","article-title":"How digital technology promotes entrepreneurship in ecosystems","volume":"119","author":"Zahra","year":"2023","journal-title":"Technovation"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1007\/s11187-020-00326-y","article-title":"A systematic literature review of entrepreneurial ecosystems in advanced and emerging economies","volume":"57","author":"Cao","year":"2021","journal-title":"Small Bus. Econ."},{"key":"ref_31","unstructured":"Meadows, D.H. (2008). Thinking in Systems: A Primer, Chelsea Green."},{"key":"ref_32","unstructured":"Senge, P.M. (2006). The Fifth Discipline: The Art and Practice of the Learning Organization, Currency. [rev. ed.]."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"2025049","DOI":"10.31893\/multirev.2025049","article-title":"Diverse perspectives on entrepreneurship: Analyzing gender and age-related differences in perceptions","volume":"8","author":"Verma","year":"2024","journal-title":"Multidiscip. Rev."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"106007","DOI":"10.1016\/j.jbusvent.2020.106007","article-title":"Age and entrepreneurial career success: A review and a meta-analysis","volume":"36","author":"Zhao","year":"2021","journal-title":"J. Bus. Ventur."},{"key":"ref_35","unstructured":"Shin, H., and Zaur, K. (2024). Coping Mechanisms of Female Entrepreneurs Across Different Ages in Overcoming Gender Bias, Lund University. Available online: https:\/\/lup.lub.lu.se\/luur\/download?func=downloadFile&recordOId=9166274&fileOId=9166280."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"537","DOI":"10.32910\/ep.74.4.3","article-title":"Soft skills, communication skills and hard skills influencing the motivation and satisfaction of women entrepreneurs","volume":"74","year":"2023","journal-title":"Ekon. Pregl."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1108\/EJTD-03-2020-0039","article-title":"Women entrepreneurs in South Korea: Motivations, challenges and career success","volume":"45","author":"Cho","year":"2021","journal-title":"Eur. J. Train. Dev."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"424","DOI":"10.51594\/ijae.v6i8.1485","article-title":"Empowering female entrepreneurs in the creative sector: Overcoming barriers and strategies for long-term success","volume":"6","author":"Ajiva","year":"2024","journal-title":"Int. J. Adv. Econ."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1002\/sej.1266","article-title":"Digital affordances, spatial affordances, and the genesis of entrepreneurial ecosystems","volume":"12","author":"Autio","year":"2018","journal-title":"Strateg. Entrep. J."},{"key":"ref_40","unstructured":"Sterman, J.D. (2000). Business Dynamics, McGraw-Hill."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"1029","DOI":"10.1111\/etap.12254","article-title":"Digital entrepreneurship","volume":"41","author":"Nambisan","year":"2017","journal-title":"Entrep. Theory Pract."},{"key":"ref_42","unstructured":"Karasar, N. (2022). Scientific Research Method, Nobel. [36th ed.]."},{"key":"ref_43","unstructured":"B\u00fcy\u00fck\u00f6zt\u00fcrk, S., Cakmak, E.K., Akgun, O.E., Karadeniz, S., and Demirel, F. (2021). Scientific Research Methods, Pegem Academy. [29th ed.]."},{"key":"ref_44","unstructured":"Creswell, J.W. (2014). Research Design, Sage. [4th ed.]."},{"key":"ref_45","first-page":"575","article-title":"Effective communication skills: A conceptual framework proposal and scale development study","volume":"9","author":"Atan","year":"2017","journal-title":"Int. Online J. Educ. Sci."},{"key":"ref_46","first-page":"471","article-title":"Individual entrepreneurship perception scale: Validity and reliability study","volume":"14","author":"Uzun","year":"2017","journal-title":"Mustafa Kemal Univ. J. Soc. Sci. Inst."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"1256","DOI":"10.1177\/1042258720967063","article-title":"Networking, social skills and launching a new business: A 3-year study of nascent entrepreneurs","volume":"46","author":"Klyver","year":"2022","journal-title":"Entrep. Theory Pract."},{"key":"ref_48","first-page":"291","article-title":"The effect of teamwork perception on intrapreneurship: A study on nurses","volume":"14","author":"Soysal","year":"2022","journal-title":"Aksaray Univ. J. Fac. Econ. Adm. Sci."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"106223","DOI":"10.1016\/j.jbusvent.2022.106223","article-title":"The right touch of pitch assertiveness: Examining entrepreneurs\u2019 gender and project category fit in crowdfunding","volume":"37","author":"McSweeney","year":"2022","journal-title":"J. Bus. Ventur."},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Bernal-Guerrero, A., C\u00e1rdenas-Guti\u00e9rrez, A.R., and Mart\u00edn-Guti\u00e9rrez, \u00c1. (2023). Systemic approach to entrepreneurial identity and its educational projection. Philosophies, 8.","DOI":"10.3390\/philosophies8040066"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1080\/08985626.2023.2225035","article-title":"Is older entrepreneurship being silenced? A policy analysis of Finnish government programmes","volume":"35","author":"Kupiainen","year":"2023","journal-title":"Entrep. Reg. Dev."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"2735","DOI":"10.1108\/IJOEM-08-2020-0882","article-title":"Why and how do individual entrepreneurs use digital channels in an emerging market? Determinants of use and channel coordination","volume":"18","author":"Bellaaj","year":"2023","journal-title":"Int. J. Emerg. Mark."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1007\/s11365-022-00800-x","article-title":"Customer relationship management and its impact on entrepreneurial marketing: A literature review","volume":"20","year":"2024","journal-title":"Int. Entrep. Manag. J."},{"key":"ref_54","unstructured":"G\u00fcrlesin, A.N. (2025). Women\u2019s Entrepreneurship: A Research in Denizli Women\u2019s Cooperatives. [Master\u2019s Thesis, Pamukkale University]."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"8635","DOI":"10.1287\/mnsc.2022.4334","article-title":"Social skills improve business performance: Evidence from a randomized control trial with entrepreneurs in Togo","volume":"68","author":"Dimitriadis","year":"2022","journal-title":"Manag. Sci."},{"key":"ref_56","first-page":"1","article-title":"The entrepreneurial ecosystem as a network rich system: A systematic mapping study","volume":"25","author":"Purbasari","year":"2019","journal-title":"Acad. Entrep. J."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Kot, S., Khalid, B., and Haque, A.U. (2025). Business communication for entrepreneurial success: Innovative strategies. New Challenges of the Global Economy for Business Management, Springer.","DOI":"10.1007\/978-981-96-4116-1"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"7061623","DOI":"10.1155\/2021\/7061623","article-title":"Virtual reality as pedagogical tool to enhance experiential learning: A systematic literature review","volume":"2021","author":"Asad","year":"2021","journal-title":"Educ. Res. Int."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"134","DOI":"10.5430\/wjel.v12n3p134","article-title":"The role of effective communication skills in professional life","volume":"12","author":"Sumaiya","year":"2022","journal-title":"World J. Engl. Lang."},{"key":"ref_60","first-page":"55","article-title":"Communication culture as a key professional skill","volume":"15","author":"Mordovtseva","year":"2023","journal-title":"Rev. Rom. Educ. Multidimens."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1057\/s41599-022-01047-1","article-title":"Competence-based approaches in organizational and individual context","volume":"9","year":"2022","journal-title":"Humanit. Soc. Sci. Commun."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1080\/13678868.2022.2035185","article-title":"Learning apart or together? The relationships of the social interdependence orientation and social competence of owner-managers with their social learning behaviour and firm performance within a Korean small-business context","volume":"26","author":"Lans","year":"2023","journal-title":"Hum. Resour. Dev. Int."},{"key":"ref_63","unstructured":"Yazl\u0131k, B. (2024). Factors Affecting Women\u2019s Entrepreneurship: The Example of Bart\u0131n Province. [Master\u2019s Thesis, Bart\u0131n University]."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"S1","DOI":"10.15700\/saje.v40ns1a1850","article-title":"The development of a universal and cultural values scale for values education","volume":"40","author":"Elci","year":"2020","journal-title":"S. Afr. J. Educ."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/1038416220978971","article-title":"Entrepreneurship and self-employment for mature-aged people","volume":"30","author":"Maritz","year":"2021","journal-title":"Aust. J. Career Dev."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1080\/08276331.2020.1786647","article-title":"Entrepreneur characteristics and differences in reasons for business failure: Evidence from bankrupt Austrian SMEs","volume":"33","author":"Mayr","year":"2021","journal-title":"J. Small Bus. Entrep."},{"key":"ref_67","first-page":"713","article-title":"Personality trait differences across types of entrepreneurs: A systematic literature review","volume":"16","author":"Salmony","year":"2022","journal-title":"Rev. Manag. Sci."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.1007\/s11187-018-0122-5","article-title":"Women\u2019s business ownership through the lens of US federal policies","volume":"54","author":"Pandey","year":"2020","journal-title":"Small Bus. Econ."},{"key":"ref_69","unstructured":"Srivastava, S. (2020). A system dynamic approach to mitigate problems of women entrepreneurship in India. Pac. Bus. Rev. Int., 13, Available online: https:\/\/search.proquest.com\/openview\/e986e07eb17a79c903434806949f4658\/1?pq-origsite=gscholar&cbl=7065076."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"717","DOI":"10.1111\/isj.12327","article-title":"Women entrepreneurs\u2019 digital social innovation","volume":"31","author":"Suseno","year":"2021","journal-title":"Inf. Syst. J."},{"key":"ref_71","unstructured":"Aydin, A., and Proficiency, E.L. (2023). Communication Anxiety and Career Success of Local Employees in International Businesses. [Master\u2019s Thesis, Marmara University]."},{"key":"ref_72","first-page":"187","article-title":"The effect of individual entrepreneurship perception on self-efficacy","volume":"6","author":"Bircan","year":"2024","journal-title":"Ardahan Univ. J. Fac. Econ. Adm. Sci."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1007\/s10490-022-09857-2","article-title":"Entrepreneurial passion, role models and self-perceived creativity as antecedents of e-entrepreneurial intention in an emerging Asian economy: The moderating effect of social media","volume":"41","author":"Popa","year":"2024","journal-title":"Asia Pac. J. Manag."},{"key":"ref_74","first-page":"43","article-title":"Topic identification behind political discourse: What was said and what was meant?","volume":"8","author":"Djelloul","year":"2024","journal-title":"Int. J. New Trends Soc. Sci."},{"key":"ref_75","first-page":"11","article-title":"Innovation, human capital, and economic growth in Ethiopia: A systematic review and empirical analysis","volume":"15","author":"Yadete","year":"2025","journal-title":"Glob. J. Bus. Econ. Manag."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"12","DOI":"10.18844\/gjs.v15i1.9711","article-title":"Strategies for building an inclusive culture in higher education","volume":"15","author":"Supriyanto","year":"2025","journal-title":"Glob. J. Sociol. Curr. Issues"}],"container-title":["Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-8954\/14\/1\/114\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T09:45:40Z","timestamp":1769161540000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-8954\/14\/1\/114"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,22]]},"references-count":76,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,1]]}},"alternative-id":["systems14010114"],"URL":"https:\/\/doi.org\/10.3390\/systems14010114","relation":{},"ISSN":["2079-8954"],"issn-type":[{"value":"2079-8954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,22]]}}}