[{"status":"public","year":"2026","title":"Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review","conference":{"name":"The 34th European Conference on Information System (ECIS)","start_date":"2026-06-14","location":"Mailand","end_date":"2026-06-17"},"author":[{"full_name":"Zerbin, Julian","orcid":"0009-0001-1003-7558","last_name":"Zerbin","first_name":"Julian","id":"51711"},{"id":"43136","full_name":"Koldewey, Christian","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"date_updated":"2026-10-13T08:03:09Z","publication_status":"published","main_file_link":[{"url":"https://aisel.aisnet.org/ecis2026/datasc_isresearch/datasc_isresearch/3 "}],"language":[{"iso":"eng"}],"_id":"66071","user_id":"51711","publication":"ECIS 2026 Proceedings","citation":{"short":"J. Zerbin, C. Koldewey, R. Dumitrescu, in: ECIS 2026 Proceedings, 2026.","chicago":"Zerbin, Julian, Christian Koldewey, and Roman Dumitrescu. “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review.” In <i>ECIS 2026 Proceedings</i>, 2026.","apa":"Zerbin, J., Koldewey, C., &#38; Dumitrescu, R. (2026). Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review. <i>ECIS 2026 Proceedings</i>. The 34th European Conference on Information System (ECIS), Mailand.","ieee":"J. Zerbin, C. Koldewey, and R. Dumitrescu, “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review,” presented at the The 34th European Conference on Information System (ECIS), Mailand, 2026.","ama":"Zerbin J, Koldewey C, Dumitrescu R. Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review. In: <i>ECIS 2026 Proceedings</i>. ; 2026.","bibtex":"@inproceedings{Zerbin_Koldewey_Dumitrescu_2026, title={Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review}, booktitle={ECIS 2026 Proceedings}, author={Zerbin, Julian and Koldewey, Christian and Dumitrescu, Roman}, year={2026} }","mla":"Zerbin, Julian, et al. “Towards An Understanding Of Coopetition In Data Ecosystems: A Systematic Literature Review.” <i>ECIS 2026 Proceedings</i>, 2026."},"abstract":[{"text":"Data ecosystems offer new opportunities for value creation by enabling companies to combine and reuse\r\ndata beyond their own boundaries. Coopetition, i.e., simultaneous cooperation and competition, is an\r\nimportant dynamic within data ecosystems that must be understood and managed well to leverage the\r\nnon-rivalrous nature of data. A systematic literature review of 38 peer-reviewed studies on ecosystems\r\nand coopetition was conducted to clarify how coopetition affects data ecosystems. Using qualitative\r\ncontent analysis, the study summarizes how coopetition is calibrated, what results it produces, and what\r\nchallenges are associated with it. The resulting Data Ecosystem Coopetition (DECo) model specifies\r\nfour management levers, as well as the associated outcomes and common challenges. In addition, six\r\ncycles were identified that link levers, challenges, and outcomes. These cycles provide concise guidance\r\non elements that tend to vary together and highlight areas that are prone to specific tensions.","lang":"eng"}],"quality_controlled":"1","date_created":"2026-06-29T07:34:44Z","type":"conference","keyword":["data sharing","interfirm relations","paradox theory","strategic alliances","network governance"],"department":[{"_id":"563"}]},{"file_date_updated":"2025-06-12T14:23:07Z","citation":{"ama":"Rezat S. The quality of digital curriculum resources for mathematics in German educational policy. <i>ZDM – Mathematics Education</i>. 2025;57:891–904. doi:<a href=\"https://doi.org/10.1007/s11858-025-01708-w\">10.1007/s11858-025-01708-w</a>","bibtex":"@article{Rezat_2025, title={The quality of digital curriculum resources for mathematics in German educational policy}, volume={57}, DOI={<a href=\"https://doi.org/10.1007/s11858-025-01708-w\">10.1007/s11858-025-01708-w</a>}, journal={ZDM – Mathematics Education}, publisher={Springer Science and Business Media LLC}, author={Rezat, Sebastian}, year={2025}, pages={891–904} }","mla":"Rezat, Sebastian. “The Quality of Digital Curriculum Resources for Mathematics in German Educational Policy.” <i>ZDM – Mathematics Education</i>, vol. 57, Springer Science and Business Media LLC, 2025, pp. 891–904, doi:<a href=\"https://doi.org/10.1007/s11858-025-01708-w\">10.1007/s11858-025-01708-w</a>.","chicago":"Rezat, Sebastian. “The Quality of Digital Curriculum Resources for Mathematics in German Educational Policy.” <i>ZDM – Mathematics Education</i> 57 (2025): 891–904. <a href=\"https://doi.org/10.1007/s11858-025-01708-w\">https://doi.org/10.1007/s11858-025-01708-w</a>.","short":"S. Rezat, ZDM – Mathematics Education 57 (2025) 891–904.","apa":"Rezat, S. (2025). The quality of digital curriculum resources for mathematics in German educational policy. <i>ZDM – Mathematics Education</i>, <i>57</i>, 891–904. <a href=\"https://doi.org/10.1007/s11858-025-01708-w\">https://doi.org/10.1007/s11858-025-01708-w</a>","ieee":"S. Rezat, “The quality of digital curriculum resources for mathematics in German educational policy,” <i>ZDM – Mathematics Education</i>, vol. 57, pp. 891–904, 2025, doi: <a href=\"https://doi.org/10.1007/s11858-025-01708-w\">10.1007/s11858-025-01708-w</a>."},"quality_controlled":"1","status":"public","has_accepted_license":"1","page":" 891–904","_id":"60196","publisher":"Springer Science and Business Media LLC","user_id":"31132","ddc":["370"],"volume":57,"publication":"ZDM – Mathematics Education","abstract":[{"text":"This paper examines the governance and quality control of digital curriculum resources (DCR) for K-12 mathematics education in Germany. It focuses on approval processes and criteria set by the 16 federal states, arguing that these have the potential to influence the development of DCR. Using qualitative content analysis, the study explores three research questions: which DCR require official approval, the criteria applied for approval, and the extent to which these criteria are mathematics-specific. Findings indicate that 10 federal states maintain official approval systems, covering digital equivalents of printed textbooks and selected supplemental materials. However, most DCR fall outside these regulated processes, leaving their evaluation largely to individual schools and teachers. The study identifies 17 categories of quality criteria, but reveals a lack of detailed, mathematics-specific requirements. Instead, many criteria are broad references to didactical principles and educational goals, leaving the interpretation and application of these quality standards open-ended. Subject-specific criteria are included but remain limited in specificity. The study underscores the need for research-informed, mathematics-specific quality standards to guide DCR development and approval, emphasizing their importance amidst challenges like artificial intelligence. Policymakers are urged to adopt clearer criteria to ensure high-quality DCR to be used in schools.","lang":"eng"}],"file":[{"date_created":"2025-06-12T14:23:07Z","creator":"srezat","content_type":"application/pdf","success":1,"file_id":"60197","date_updated":"2025-06-12T14:23:07Z","relation":"main_file","access_level":"closed","file_size":1296774,"file_name":"s11858-025-01708-w.pdf"}],"date_created":"2025-06-12T14:21:07Z","type":"journal_article","keyword":["governance","digital curriculum resources","digital textbooks","digital curriculum materials","quality"],"department":[{"_id":"360"}],"title":"The quality of digital curriculum resources for mathematics in German educational policy","year":"2025","author":[{"full_name":"Rezat, Sebastian","last_name":"Rezat","first_name":"Sebastian","id":"31132"}],"publication_identifier":{"issn":["1863-9690","1863-9704"]},"publication_status":"published","date_updated":"2025-12-16T14:32:27Z","article_type":"original","intvolume":"        57","language":[{"iso":"eng"}],"doi":"10.1007/s11858-025-01708-w"},{"oa":"1","place":"Baden-Baden","quality_controlled":"1","file_date_updated":"2025-09-12T06:40:59Z","citation":{"ieee":"I. Steinhardt, “Digitalisierung und Künstliche Intelligenz,” in <i>Hochschulforschung</i>, P. Pasternach, G. Reinmann, and C. Schneijderberg, Eds. Baden-Baden: Nomos, 2025, pp. 197–206.","apa":"Steinhardt, I. (2025). Digitalisierung und Künstliche Intelligenz. In P. Pasternach, G. Reinmann, &#38; C. Schneijderberg (Eds.), <i>Hochschulforschung</i> (pp. 197–206). Nomos. <a href=\"https://doi.org/10.5771/9783748943334-197\">https://doi.org/10.5771/9783748943334-197</a>","short":"I. Steinhardt, in: P. Pasternach, G. Reinmann, C. Schneijderberg (Eds.), Hochschulforschung, Nomos, Baden-Baden, 2025, pp. 197–206.","chicago":"Steinhardt, Isabel. “Digitalisierung und Künstliche Intelligenz.” In <i>Hochschulforschung</i>, edited by Peer Pasternach, Gabi Reinmann, and Christian Schneijderberg, 197–206. Baden-Baden: Nomos, 2025. <a href=\"https://doi.org/10.5771/9783748943334-197\">https://doi.org/10.5771/9783748943334-197</a>.","mla":"Steinhardt, Isabel. “Digitalisierung und Künstliche Intelligenz.” <i>Hochschulforschung</i>, edited by Peer Pasternach et al., Nomos, 2025, pp. 197–206, doi:<a href=\"https://doi.org/10.5771/9783748943334-197\">10.5771/9783748943334-197</a>.","bibtex":"@inbook{Steinhardt_2025, place={Baden-Baden}, title={Digitalisierung und Künstliche Intelligenz}, DOI={<a href=\"https://doi.org/10.5771/9783748943334-197\">10.5771/9783748943334-197</a>}, booktitle={Hochschulforschung}, publisher={Nomos}, author={Steinhardt, Isabel}, editor={Pasternach, Peer and Reinmann, Gabi and Schneijderberg, Christian}, year={2025}, pages={197–206} }","ama":"Steinhardt I. Digitalisierung und Künstliche Intelligenz. In: Pasternach P, Reinmann G, Schneijderberg C, eds. <i>Hochschulforschung</i>. Nomos; 2025:197-206. doi:<a href=\"https://doi.org/10.5771/9783748943334-197\">10.5771/9783748943334-197</a>"},"user_id":"90339","ddc":["300"],"editor":[{"full_name":"Pasternach, Peer","first_name":"Peer","last_name":"Pasternach"},{"last_name":"Reinmann","first_name":"Gabi","full_name":"Reinmann, Gabi"},{"full_name":"Schneijderberg, Christian","last_name":"Schneijderberg","first_name":"Christian"}],"page":"197-206","publisher":"Nomos","_id":"61239","has_accepted_license":"1","status":"public","keyword":["Digitalisierung","Künstliche Intelligenz","Forschung","Lehre","Governance","Verwaltung"],"type":"book_chapter","department":[{"_id":"121"}],"file":[{"success":1,"content_type":"application/pdf","file_id":"61240","date_updated":"2025-09-12T06:40:59Z","relation":"main_file","file_size":280571,"access_level":"closed","file_name":"2025 Steinhardt Digitalisierung + KI.pdf","date_created":"2025-09-12T06:40:59Z","creator":"isste"}],"date_created":"2025-09-12T06:39:49Z","abstract":[{"lang":"ger","text":"In diesem Beitrag wird ein Überblick gegeben, welche Forschung zu Digitalisierung und künstliche Intelligenz (KI) in den Bereichen Verwaltung, Forschung, Studium und Lehre sowie Governance von Hochschulen besteht. Der Fokus liegt hierbei auf aktuellen Forschungsergebnissen seit der Coronapandemie. Zentral sind Fragen nach Effektivität und Effizienz durch Digitalisierung und KI und danach, wie Verbesserungen angestoßen werden können."}],"publication":"Hochschulforschung","doi":"10.5771/9783748943334-197","main_file_link":[{"open_access":"1","url":"https://www.nomos-elibrary.de/de/document/view/detail/uuid/a7061f76-3323-3cf4-aa00-0afe70aecc1c"}],"language":[{"iso":"ger"}],"publication_status":"published","date_updated":"2025-12-17T09:05:33Z","year":"2025","title":"Digitalisierung und Künstliche Intelligenz","author":[{"id":"90339","orcid":"https://orcid.org/0000-0002-2590-6189","first_name":"Isabel","last_name":"Steinhardt","full_name":"Steinhardt, Isabel"}],"publication_identifier":{"isbn":["9783748943334"]}},{"language":[{"iso":"eng"}],"alternative_title":["The impact of external governance quality on the economic and social success of microfinance institutions "],"doi":"https://doi.org/10.1504/IJMEF.2013.056394","author":[{"orcid":"https://orcid.org/0000-0002-8058-8857","last_name":"Uhde","first_name":"André","full_name":"Uhde, André","id":"36049"},{"last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver"}],"publication_identifier":{"eissn":["1752-0487"]},"title":"External governance outcome and microfinance success","year":"2013","intvolume":"         6","publication_status":"published","date_updated":"2023-01-10T09:38:58Z","date_created":"2018-09-14T11:53:25Z","department":[{"_id":"186"},{"_id":"188"}],"keyword":["microfinance","external governance","economic success","social success","developing countries","profitability","sustainability","microbanks","outreach","political stability","governance effectiveness","regulatory quality","rule of law","governance quality","lending methodologies","funding sources"],"type":"journal_article","publication":" International Journal of Monetary Economics and Finance ","issue":"2/3","abstract":[{"lang":"eng","text":"Employing a Hausman–Taylor instrument variable (HT–IV) estimator to data from 558 microfinance institutions (MFIs) in 80 developing countries for the period from 2002 to 2007, this paper provides empirical evidence for a positive impact of a country's external governance quality and outcome on local microbanks' economic success in terms of profitability and sustainability. Evidence as well suggests a negative relationship between external governance and the microbanks' social success measured by the depth of outreach. In this context, our analysis reveals that a country's political stability, governance effectiveness, regulatory quality and rule of law are significant key elements of external governance affecting the MFIs' functional performance. Moreover, results from sensitivity analyses indicate that the relationship between external governance quality and microfinance functional performance significantly depends on the microbanks' business concepts, their lending methodologies and sources of funding."}],"_id":"4398","page":"116-149","volume":6,"user_id":"21810","jel":["G21","G28"],"status":"public","citation":{"short":"A. Uhde, O. Müller,  International Journal of Monetary Economics and Finance  6 (2013) 116–149.","chicago":"Uhde, André, and Oliver Müller. “External Governance Outcome and Microfinance Success.” <i> International Journal of Monetary Economics and Finance </i> 6, no. 2/3 (2013): 116–49. <a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>.","apa":"Uhde, A., &#38; Müller, O. (2013). External governance outcome and microfinance success. <i> International Journal of Monetary Economics and Finance </i>, <i>6</i>(2/3), 116–149. <a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>","ieee":"A. Uhde and O. Müller, “External governance outcome and microfinance success,” <i> International Journal of Monetary Economics and Finance </i>, vol. 6, no. 2/3, pp. 116–149, 2013, doi: <a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>.","ama":"Uhde A, Müller O. External governance outcome and microfinance success. <i> International Journal of Monetary Economics and Finance </i>. 2013;6(2/3):116-149. doi:<a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>","bibtex":"@article{Uhde_Müller_2013, title={External governance outcome and microfinance success}, volume={6}, DOI={<a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>}, number={2/3}, journal={ International Journal of Monetary Economics and Finance }, author={Uhde, André and Müller, Oliver}, year={2013}, pages={116–149} }","mla":"Uhde, André, and Oliver Müller. “External Governance Outcome and Microfinance Success.” <i> International Journal of Monetary Economics and Finance </i>, vol. 6, no. 2/3, 2013, pp. 116–49, doi:<a href=\"https://doi.org/10.1504/IJMEF.2013.056394\">https://doi.org/10.1504/IJMEF.2013.056394</a>."}}]