[{"user_id":"59677","ddc":["380"],"volume":32,"page":"493-501","_id":"35728","publisher":"Springer Science and Business Media LLC","has_accepted_license":"1","status":"public","quality_controlled":"1","file_date_updated":"2024-04-18T12:35:42Z","citation":{"mla":"Beverungen, Daniel, et al. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” <i>Electronic Markets</i>, vol. 32, Springer Science and Business Media LLC, 2022, pp. 493–501, doi:<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>.","bibtex":"@article{Beverungen_Hess_Köster_Lehrer_2022, title={From private digital platforms to public data spaces: implications for the digital transformation}, volume={32}, DOI={<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Beverungen, Daniel and Hess, Thomas and Köster, Antonia and Lehrer, Christiane}, year={2022}, pages={493–501} }","ama":"Beverungen D, Hess T, Köster A, Lehrer C. From private digital platforms to public data spaces: implications for the digital transformation. <i>Electronic Markets</i>. 2022;32:493-501. doi:<a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>","ieee":"D. Beverungen, T. Hess, A. Köster, and C. Lehrer, “From private digital platforms to public data spaces: implications for the digital transformation,” <i>Electronic Markets</i>, vol. 32, pp. 493–501, 2022, doi: <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">10.1007/s12525-022-00553-z</a>.","apa":"Beverungen, D., Hess, T., Köster, A., &#38; Lehrer, C. (2022). From private digital platforms to public data spaces: implications for the digital transformation. <i>Electronic Markets</i>, <i>32</i>, 493–501. <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">https://doi.org/10.1007/s12525-022-00553-z</a>","short":"D. Beverungen, T. Hess, A. Köster, C. Lehrer, Electronic Markets 32 (2022) 493–501.","chicago":"Beverungen, Daniel, Thomas Hess, Antonia Köster, and Christiane Lehrer. “From Private Digital Platforms to Public Data Spaces: Implications for the Digital Transformation.” <i>Electronic Markets</i> 32 (2022): 493–501. <a href=\"https://doi.org/10.1007/s12525-022-00553-z\">https://doi.org/10.1007/s12525-022-00553-z</a>."},"doi":"10.1007/s12525-022-00553-z","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-04-18T12:37:41Z","article_type":"letter_note","intvolume":"        32","title":"From private digital platforms to public data spaces: implications for the digital transformation","year":"2022","author":[{"full_name":"Beverungen, Daniel","first_name":"Daniel","last_name":"Beverungen","id":"59677"},{"full_name":"Hess, Thomas","last_name":"Hess","first_name":"Thomas"},{"last_name":"Köster","first_name":"Antonia","full_name":"Köster, Antonia"},{"full_name":"Lehrer, Christiane","last_name":"Lehrer","first_name":"Christiane"}],"publication_identifier":{"issn":["1019-6781","1422-8890"]},"type":"journal_article","keyword":["Digital transformation","Public data spaces","Digital platforms","GAIA-X"],"department":[{"_id":"526"}],"file":[{"file_size":861383,"access_level":"closed","file_name":"EM - From Private Platforms o Pubic Data Spaces.pdf","date_updated":"2024-04-18T12:35:42Z","relation":"main_file","success":1,"content_type":"application/pdf","file_id":"53572","creator":"dabe","date_created":"2024-04-18T12:35:42Z"}],"date_created":"2023-01-10T09:52:01Z","abstract":[{"text":"Technological developments such as Cloud Computing, the Internet of Things, Big Data and Artificial Intelligence continue to drive the digital transformation of business and society. With the advent of platform-based ecosystems and their potential to address complex challenges, there is a trend towards greater interconnectedness between different stakeholders to co-create services based on the provision and use of data. While previous research on digital transformation mainly focused on digital transformation within organizations, it is of growing importance to understand the implications for digital transformation on different layers (e.g., interorganizational cooperation and platform ecosystems). In particular, the conceptualization and implications of public data spaces and related ecosystems provide promising research opportunities. This special issue contains five papers on the topic of digital transformation and, with the editorial, further contributes by providing an initial conceptualization of public data spaces' potential to foster innovative progress and digital transformation from a management perspective.","lang":"eng"}],"publication":"Electronic Markets"},{"quality_controlled":"1","file_date_updated":"2024-04-18T12:39:00Z","citation":{"mla":"Bartelheimer, Christian, et al. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i>, vol. 32, Springer Science and Business Media LLC, 2022, pp. 375–96, doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","bibtex":"@article{Bartelheimer_zur Heiden_Lüttenberg_Beverungen_2022, title={Systematizing the lexicon of platforms in information systems: a data-driven study}, volume={32}, DOI={<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>}, journal={Electronic Markets}, publisher={Springer Science and Business Media LLC}, author={Bartelheimer, Christian and zur Heiden, Philipp and Lüttenberg, Hedda and Beverungen, Daniel}, year={2022}, pages={375–396} }","ama":"Bartelheimer C, zur Heiden P, Lüttenberg H, Beverungen D. Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>. 2022;32:375-396. doi:<a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>","ieee":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, and D. Beverungen, “Systematizing the lexicon of platforms in information systems: a data-driven study,” <i>Electronic Markets</i>, vol. 32, pp. 375–396, 2022, doi: <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">10.1007/s12525-022-00530-6</a>.","apa":"Bartelheimer, C., zur Heiden, P., Lüttenberg, H., &#38; Beverungen, D. (2022). Systematizing the lexicon of platforms in information systems: a data-driven study. <i>Electronic Markets</i>, <i>32</i>, 375–396. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>","short":"C. Bartelheimer, P. zur Heiden, H. Lüttenberg, D. Beverungen, Electronic Markets 32 (2022) 375–396.","chicago":"Bartelheimer, Christian, Philipp zur Heiden, Hedda Lüttenberg, and Daniel Beverungen. “Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study.” <i>Electronic Markets</i> 32 (2022): 375–96. <a href=\"https://doi.org/10.1007/s12525-022-00530-6\">https://doi.org/10.1007/s12525-022-00530-6</a>."},"user_id":"59677","ddc":["380"],"volume":32,"page":"375-396","_id":"35732","publisher":"Springer Science and Business Media LLC","has_accepted_license":"1","status":"public","jel":["L86"],"keyword":["Platform","Text mining","Machine learning","Data communications","Interpretive research","Systems design and implementation"],"type":"journal_article","department":[{"_id":"526"}],"file":[{"creator":"dabe","date_created":"2024-04-18T12:39:00Z","file_name":"EM - Lexicon of Platform Terms.pdf","file_size":1262427,"access_level":"closed","relation":"main_file","date_updated":"2024-04-18T12:39:00Z","file_id":"53573","content_type":"application/pdf","success":1}],"date_created":"2023-01-10T10:00:55Z","abstract":[{"lang":"eng","text":"While the Information Systems (IS) discipline has researched digital platforms extensively, the body of knowledge appertaining to platforms still appears fragmented and lacking conceptual consistency. Based on automated text mining and unsupervised machine learning, we collect, analyze, and interpret the IS discipline’s comprehensive research on platforms—comprising 11,049 papers spanning 44 years of research activity. From a cluster analysis concerning platform concepts’ semantically most similar words, we identify six research streams on platforms, each with their own platform terms. Based on interpreting the identified concepts vis-à-vis the extant research and considering a temporal perspective on the concepts’ application, we present a lexicon of platform concepts, to guide further research on platforms in the IS discipline. Researchers and managers can build on our results to position their work appropriately, applying a specific theoretical perspective on platforms in isolation or combining multiple perspectives to study platform phenomena at a more abstract level."}],"publication":"Electronic Markets","doi":"10.1007/s12525-022-00530-6","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2024-04-18T12:40:34Z","article_type":"original","intvolume":"        32","year":"2022","title":"Systematizing the lexicon of platforms in information systems: a data-driven study","author":[{"last_name":"Bartelheimer","first_name":"Christian","full_name":"Bartelheimer, Christian","id":"49160"},{"first_name":"Philipp","last_name":"zur Heiden","full_name":"zur Heiden, Philipp","id":"64394"},{"last_name":"Lüttenberg","first_name":"Hedda","full_name":"Lüttenberg, Hedda"},{"id":"59677","first_name":"Daniel","last_name":"Beverungen","full_name":"Beverungen, Daniel"}],"publication_identifier":{"issn":["1019-6781","1422-8890"]}},{"publication":"Electronic Markets","citation":{"ama":"Nastjuk I, Trang ST-N, Papageorgiou E. Smart cities and smart governance models for future cities. <i>Electronic Markets</i>. 2022;32:1917-1924.","bibtex":"@article{Nastjuk_Trang_Papageorgiou_2022, title={Smart cities and smart governance models for future cities}, volume={32}, journal={Electronic Markets}, author={Nastjuk, I. and Trang, Simon Thanh-Nam and Papageorgiou, E.}, year={2022}, pages={1917–1924} }","mla":"Nastjuk, I., et al. “Smart Cities and Smart Governance Models for Future Cities.” <i>Electronic Markets</i>, vol. 32, 2022, pp. 1917–24.","chicago":"Nastjuk, I., Simon Thanh-Nam Trang, and E. Papageorgiou. “Smart Cities and Smart Governance Models for Future Cities.” <i>Electronic Markets</i> 32 (2022): 1917–24.","short":"I. Nastjuk, S.T.-N. Trang, E. Papageorgiou, Electronic Markets 32 (2022) 1917–1924.","apa":"Nastjuk, I., Trang, S. T.-N., &#38; Papageorgiou, E. (2022). Smart cities and smart governance models for future cities. <i>Electronic Markets</i>, <i>32</i>, 1917–1924.","ieee":"I. Nastjuk, S. T.-N. Trang, and E. Papageorgiou, “Smart cities and smart governance models for future cities,” <i>Electronic Markets</i>, vol. 32, pp. 1917–1924, 2022."},"type":"journal_article","department":[{"_id":"792"}],"oa":"1","date_created":"2023-12-04T13:37:18Z","date_updated":"2024-06-04T09:48:00Z","intvolume":"        32","status":"public","year":"2022","title":"Smart cities and smart governance models for future cities","author":[{"full_name":"Nastjuk, I.","last_name":"Nastjuk","first_name":"I."},{"full_name":"Trang, Simon Thanh-Nam","last_name":"Trang","first_name":"Simon Thanh-Nam","orcid":"0000-0002-4784-4038","id":"98948"},{"full_name":"Papageorgiou, E.","first_name":"E.","last_name":"Papageorgiou"}],"user_id":"98948","volume":32,"page":"1917-1924","main_file_link":[{"url":"https://link.springer.com/article/10.1007/s12525-022-00609-0","open_access":"1"}],"_id":"49458","language":[{"iso":"eng"}]},{"department":[{"_id":"792"}],"type":"journal_article","date_created":"2023-12-04T13:37:36Z","citation":{"ama":"Masuch K, Greve M, Trang ST-N. What to do after a data breach? Examining apology and compensation as response strategies for health service providers. <i>Electronic Markets</i>. 2022;31:829-848.","bibtex":"@article{Masuch_Greve_Trang_2022, title={What to do after a data breach? Examining apology and compensation as response strategies for health service providers}, volume={31}, journal={Electronic Markets}, author={Masuch, K. and Greve, M. and Trang, Simon Thanh-Nam}, year={2022}, pages={829–848} }","mla":"Masuch, K., et al. “What to Do after a Data Breach? Examining Apology and Compensation as Response Strategies for Health Service Providers.” <i>Electronic Markets</i>, vol. 31, 2022, pp. 829–48.","chicago":"Masuch, K., M. Greve, and Simon Thanh-Nam Trang. “What to Do after a Data Breach? Examining Apology and Compensation as Response Strategies for Health Service Providers.” <i>Electronic Markets</i> 31 (2022): 829–48.","short":"K. Masuch, M. Greve, S.T.-N. Trang, Electronic Markets 31 (2022) 829–848.","apa":"Masuch, K., Greve, M., &#38; Trang, S. T.-N. (2022). What to do after a data breach? Examining apology and compensation as response strategies for health service providers. <i>Electronic Markets</i>, <i>31</i>, 829–848.","ieee":"K. Masuch, M. Greve, and S. T.-N. Trang, “What to do after a data breach? Examining apology and compensation as response strategies for health service providers,” <i>Electronic Markets</i>, vol. 31, pp. 829–848, 2022."},"publication":"Electronic Markets","volume":31,"user_id":"98948","language":[{"iso":"eng"}],"_id":"49460","page":"829-848","intvolume":"        31","date_updated":"2024-06-04T09:50:51Z","author":[{"last_name":"Masuch","first_name":"K.","full_name":"Masuch, K."},{"full_name":"Greve, M.","first_name":"M.","last_name":"Greve"},{"last_name":"Trang","first_name":"Simon Thanh-Nam","orcid":"0000-0002-4784-4038","full_name":"Trang, Simon Thanh-Nam","id":"98948"}],"status":"public","year":"2022","title":"What to do after a data breach? Examining apology and compensation as response strategies for health service providers"},{"language":[{"iso":"eng"}],"_id":"49459","user_id":"98948","volume":12,"status":"public","year":"2022","title":"Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies","author":[{"first_name":"K.","last_name":"Masuch","full_name":"Masuch, K."},{"full_name":"Greve, M.","last_name":"Greve","first_name":"M."},{"id":"98948","full_name":"Trang, Simon Thanh-Nam","last_name":"Trang","orcid":"0000-0002-4784-4038","first_name":"Simon Thanh-Nam"}],"date_updated":"2024-06-04T09:50:12Z","intvolume":"        12","date_created":"2023-12-04T13:37:24Z","type":"journal_article","department":[{"_id":"792"}],"publication":"Computers & Security","citation":{"chicago":"Masuch, K., M. Greve, and Simon Thanh-Nam Trang. “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies.” <i>Computers &#38; Security</i> 12 (2022).","short":"K. Masuch, M. Greve, S.T.-N. Trang, Computers &#38; Security 12 (2022).","apa":"Masuch, K., Greve, M., &#38; Trang, S. T.-N. (2022). Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies. <i>Computers &#38; Security</i>, <i>12</i>.","ieee":"K. Masuch, M. Greve, and S. T.-N. Trang, “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies,” <i>Computers &#38; Security</i>, vol. 12, 2022.","ama":"Masuch K, Greve M, Trang ST-N. Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies. <i>Computers &#38; Security</i>. 2022;12.","bibtex":"@article{Masuch_Greve_Trang_2022, title={Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies}, volume={12}, journal={Computers &#38; Security}, author={Masuch, K. and Greve, M. and Trang, Simon Thanh-Nam}, year={2022} }","mla":"Masuch, K., et al. “Apologize or Justify? Examining the Impact of Data Breach Response Actions on Stock Value of Affected Companies.” <i>Computers &#38; Security</i>, vol. 12, 2022."}},{"project":[{"name":"StudyNow: StudyNow: Eine webbasierte Plattform zur Verstetigung der Lernmotivation von Studierenden mittels Gamification","_id":"102"}],"issue":"5","publication":"die hochschullehre","citation":{"mla":"Klingsieck, Katrin B., et al. “Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?” <i>Die Hochschullehre</i>, vol. 8, no. 5, 2022, pp. 61–76, doi:<a href=\"https://doi.org/10.3278/HSL2205W\">10.3278/HSL2205W</a>.","bibtex":"@article{Klingsieck_John_Kundisch_2022, title={Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?}, volume={8}, DOI={<a href=\"https://doi.org/10.3278/HSL2205W\">10.3278/HSL2205W</a>}, number={5}, journal={die hochschullehre}, author={Klingsieck, Katrin B. and John, Thomas and Kundisch, Dennis}, year={2022}, pages={61–76} }","ama":"Klingsieck KB, John T, Kundisch D. Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination? <i>die hochschullehre</i>. 2022;8(5):61-76. doi:<a href=\"https://doi.org/10.3278/HSL2205W\">10.3278/HSL2205W</a>","ieee":"K. B. Klingsieck, T. John, and D. Kundisch, “Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?,” <i>die hochschullehre</i>, vol. 8, no. 5, pp. 61–76, 2022, doi: <a href=\"https://doi.org/10.3278/HSL2205W\">10.3278/HSL2205W</a>.","apa":"Klingsieck, K. B., John, T., &#38; Kundisch, D. (2022). Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination? <i>Die Hochschullehre</i>, <i>8</i>(5), 61–76. <a href=\"https://doi.org/10.3278/HSL2205W\">https://doi.org/10.3278/HSL2205W</a>","short":"K.B. Klingsieck, T. John, D. Kundisch, Die Hochschullehre 8 (2022) 61–76.","chicago":"Klingsieck, Katrin B., Thomas John, and Dennis Kundisch. “Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?” <i>Die Hochschullehre</i> 8, no. 5 (2022): 61–76. <a href=\"https://doi.org/10.3278/HSL2205W\">https://doi.org/10.3278/HSL2205W</a>."},"type":"journal_article","department":[{"_id":"276"},{"_id":"426"}],"date_created":"2022-03-15T09:50:17Z","publication_status":"published","date_updated":"2024-07-22T08:09:06Z","intvolume":"         8","year":"2022","status":"public","title":"Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?","author":[{"id":"36716","full_name":"Klingsieck, Katrin B.","last_name":"Klingsieck","first_name":"Katrin B."},{"last_name":"John","first_name":"Thomas","full_name":"John, Thomas"},{"full_name":"Kundisch, Dennis","first_name":"Dennis","last_name":"Kundisch","id":"21117"}],"user_id":"1112","doi":"10.3278/HSL2205W","volume":8,"page":"61 - 76","language":[{"iso":"eng"}],"_id":"30295"},{"department":[{"_id":"198"}],"keyword":["Library and Information Sciences","Information Systems"],"type":"journal_article","date_created":"2023-01-16T15:01:00Z","citation":{"mla":"Constantiou, Ioanna, et al. “Engaging with Self-Tracking Applications: How Do Users Respond to Their Performance Data?” <i>European Journal of Information Systems</i>, Informa UK Limited, 2022, pp. 1–21, doi:<a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>.","bibtex":"@article{Constantiou_Mukkamala_Sjöklint_Trier_2022, title={Engaging with self-tracking applications: how do users respond to their performance data?}, DOI={<a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>}, journal={European Journal of Information Systems}, publisher={Informa UK Limited}, author={Constantiou, Ioanna and Mukkamala, Alivelu and Sjöklint, Mimmi and Trier, Matthias}, year={2022}, pages={1–21} }","ama":"Constantiou I, Mukkamala A, Sjöklint M, Trier M. Engaging with self-tracking applications: how do users respond to their performance data? <i>European Journal of Information Systems</i>. Published online 2022:1-21. doi:<a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>","ieee":"I. Constantiou, A. Mukkamala, M. Sjöklint, and M. Trier, “Engaging with self-tracking applications: how do users respond to their performance data?,” <i>European Journal of Information Systems</i>, pp. 1–21, 2022, doi: <a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>.","apa":"Constantiou, I., Mukkamala, A., Sjöklint, M., &#38; Trier, M. (2022). Engaging with self-tracking applications: how do users respond to their performance data? <i>European Journal of Information Systems</i>, 1–21. <a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">https://doi.org/10.1080/0960085x.2022.2081096</a>","short":"I. Constantiou, A. Mukkamala, M. Sjöklint, M. Trier, European Journal of Information Systems (2022) 1–21.","chicago":"Constantiou, Ioanna, Alivelu Mukkamala, Mimmi Sjöklint, and Matthias Trier. “Engaging with Self-Tracking Applications: How Do Users Respond to Their Performance Data?” <i>European Journal of Information Systems</i>, 2022, 1–21. <a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">https://doi.org/10.1080/0960085x.2022.2081096</a>."},"publication":"European Journal of Information Systems","user_id":"21671","doi":"10.1080/0960085x.2022.2081096","language":[{"iso":"eng"}],"_id":"36961","publisher":"Informa UK Limited","page":"1-21","publication_status":"published","date_updated":"2023-01-16T15:03:54Z","publication_identifier":{"issn":["0960-085X","1476-9344"]},"author":[{"full_name":"Constantiou, Ioanna","first_name":"Ioanna","last_name":"Constantiou"},{"full_name":"Mukkamala, Alivelu","first_name":"Alivelu","last_name":"Mukkamala"},{"full_name":"Sjöklint, Mimmi","last_name":"Sjöklint","first_name":"Mimmi"},{"full_name":"Trier, Matthias","last_name":"Trier","first_name":"Matthias","id":"72744"}],"status":"public","year":"2022","title":"Engaging with self-tracking applications: how do users respond to their performance data?"},{"date_created":"2023-01-11T12:13:54Z","keyword":["Library and Information Sciences","Information Systems","Self-Tracking","User Behaviour","Discontinuance"],"type":"journal_article","department":[{"_id":"195"}],"publication":"European Journal of Information Systems","citation":{"ieee":"I. Constantiou, A. Mukkamala, M. Sjöklint, and M. Trier, “Engaging with self-tracking applications: how do users respond to their performance data?,” <i>European Journal of Information Systems</i>, pp. 1–21, 2022, doi: <a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>.","apa":"Constantiou, I., Mukkamala, A., Sjöklint, M., &#38; Trier, M. (2022). Engaging with self-tracking applications: how do users respond to their performance data? <i>European Journal of Information Systems</i>, 1–21. <a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">https://doi.org/10.1080/0960085x.2022.2081096</a>","mla":"Constantiou, Ioanna, et al. “Engaging with Self-Tracking Applications: How Do Users Respond to Their Performance Data?” <i>European Journal of Information Systems</i>, Informa UK Limited, 2022, pp. 1–21, doi:<a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>.","bibtex":"@article{Constantiou_Mukkamala_Sjöklint_Trier_2022, title={Engaging with self-tracking applications: how do users respond to their performance data?}, DOI={<a href=\"https://doi.org/10.1080/0960085x.2022.2081096\">10.1080/0960085x.2022.2081096</a>}, journal={European Journal of Information Systems}, publisher={Informa UK Limited}, author={Constantiou, Ioanna and Mukkamala, Alivelu and Sjöklint, Mimmi and Trier, Matthias}, year={2022}, pages={1–21} }","short":"I. Constantiou, A. Mukkamala, M. Sjöklint, M. Trier, European Journal of Information Systems (2022) 1–21.","ama":"Constantiou I, Mukkamala A, Sjöklint M, Trier M. Engaging with self-tracking applications: how do users respond to their performance data? <i>European Journal of Information Systems</i>. 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However, methods and techniques for the monetary valuation of brands are still under-researched. Hence, the objective of this study is to evaluate the utility of explanatory statistical models and machine learning approaches for explaining and predicting brand value. Drawing upon the case of the most valuable English football brands during the 2016/17 to 2020/21 seasons, we demonstrate how to operationalize Aaker's (1991) theoretical brand equity framework to collect meaningful qualitative and quantitative feature sets. Our explanatory models can explain up to 77% of the variation in brand valuations across all clubs and seasons, while our predictive approach can predict out-of-sample observations with a mean absolute percentage error (MAPE) of 14%. Future research can build upon our results to develop domain-specific brand valuation methods while enabling managers to make better-informed investment decisions.","lang":"eng"}]},{"date_updated":"2023-04-20T10:16:04Z","status":"public","title":"The “black box” of social commerce platforms-a closer look at users’ activities","year":"2022","author":[{"id":"78567","full_name":"Meydani, Elnaz","last_name":"Meydani","first_name":"Elnaz"},{"first_name":"Christoph","last_name":"Düsing","full_name":"Düsing, Christoph"},{"first_name":"Annamaria","last_name":"Fedrau","full_name":"Fedrau, Annamaria"},{"full_name":"Trier, Matthias","first_name":"Matthias","last_name":"Trier","id":"72744"}],"user_id":"78567","language":[{"iso":"eng"}],"_id":"44072","citation":{"short":"E. Meydani, C. Düsing, A. Fedrau, M. 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