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To overcome this limitation, we examine if a two-stage modeling approach can provide explainability. We combine visual interpretability by Regression Activation Maps (RAM) for the CNN and a linear regression for the overall prediction. Our experiments are based on 62.000 family homes in Philadelphia and the results indicate that the CNN learns aspects related to vegetation and quality aspects of the house from exterior images, improving the predictive accuracy of real estate appraisal by up to 5.4%."}],"user_id":"77066","title":"Visual Interpretability of Image-based Real Estate Appraisal","author":[{"full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter","id":"77066","last_name":"Kucklick"}],"keyword":["Explainable Artificial Intelligence (XAI)","Regression Activation Maps","Real Estate Appraisal","Convolutional Block Attention Module","Computer Vision"],"publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)","department":[{"_id":"195"},{"_id":"196"}],"status":"public","date_created":"2021-11-17T07:08:15Z","_id":"27506","date_updated":"2022-01-06T06:57:40Z","conference":{"end_date":"2022-01-07","start_date":"2022-01-03","name":"Hawaii International Conference on System Science (HICSS)","location":"Virtual"},"oa":"1","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/79519/0149.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"year":"2022","type":"conference","citation":{"chicago":"Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” In 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","apa":"Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.","ama":"Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.","bibtex":"@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }","mla":"Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","short":"J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","ieee":"J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022."}},{"abstract":[{"lang":"eng","text":"Accurate real estate appraisal is essential in decision making processes of financial institutions, governments, and trending real estate platforms like Zillow. One of the most important factors of a property’s value is its location. However, creating accurate quantifications of location remains a challenge. While traditional approaches rely on Geographical Information Systems (GIS), recently unstructured data in form of images was incorporated in the appraisal process, but text data remains an untapped reservoir. Our study shows that using text data in form of geolocated Wikipedia articles can increase predictive performance over traditional GIS-based methods by 8.2% in spatial out-of-sample validation. A framework to automatically extract geographically weighted vector representations for text is established and used alongside traditional structural housing features to make predictions and to uncover local patterns on sale price for real estate transactions between 2015 and 2020 in Allegheny County, Pennsylvania."}],"user_id":"77066","title":"Using Geolocated Text to Quantify Location in Real Estate Appraisal","author":[{"full_name":"Heuwinkel, Tim","first_name":"Tim","last_name":"Heuwinkel"},{"id":"77066","last_name":"Kucklick","full_name":"Kucklick, Jan-Peter","first_name":"Jan-Peter"},{"first_name":"Oliver","full_name":"Müller, Oliver","last_name":"Müller","id":"72849"}],"publication":"55th Annual Hawaii International Conference on System Sciences (HICSS-55)","department":[{"_id":"195"}],"keyword":["Real Estate Appraisal","Text Regression","Natural Language Processing (NLP)","Location Intelligence","Wikipedia"],"status":"public","date_created":"2021-11-17T07:12:03Z","date_updated":"2022-01-06T06:57:40Z","_id":"27507","conference":{"end_date":"2022-01-07","location":"Virtual","start_date":"2022-01-03","name":"Hawaii International Conference on System Science (HICSS)"},"oa":"1","main_file_link":[{"url":"https://scholarspace.manoa.hawaii.edu/bitstream/10125/80039/0561.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"citation":{"ieee":"T. Heuwinkel, J.-P. Kucklick, and O. Müller, “Using Geolocated Text to Quantify Location in Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.","short":"T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","bibtex":"@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }","mla":"Heuwinkel, Tim, et al. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","chicago":"Heuwinkel, Tim, Jan-Peter Kucklick, and Oliver Müller. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” In 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.","apa":"Heuwinkel, T., Kucklick, J.-P., & Müller, O. (2022). Using Geolocated Text to Quantify Location in Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.","ama":"Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022."},"year":"2022","type":"conference"},{"user_id":"15504","title":"Governance and Reputation in the Market for Experience Goods","status":"public","date_created":"2022-03-03T10:20:06Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"_id":"8","name":"SFB 901 - A4: SFB 901 - Subproject A4"}],"author":[{"first_name":"Patrizia","full_name":"Fanasch, Patrizia","last_name":"Fanasch"}],"department":[{"_id":"183"}],"doi":"10.17619/UNIPB/1-1292 ","_id":"30201","date_updated":"2022-03-11T06:08:40Z","supervisor":[{"id":"16019","last_name":"Frick","full_name":"Frick, Bernd","first_name":"Bernd"}],"language":[{"iso":"eng"}],"type":"dissertation","year":"2022","citation":{"ieee":"P. Fanasch, Governance and Reputation in the Market for Experience Goods. 2022.","short":"P. Fanasch, Governance and Reputation in the Market for Experience Goods, 2022.","bibtex":"@book{Fanasch_2022, title={Governance and Reputation in the Market for Experience Goods}, DOI={10.17619/UNIPB/1-1292 }, author={Fanasch, Patrizia}, year={2022} }","mla":"Fanasch, Patrizia. Governance and Reputation in the Market for Experience Goods. 2022, doi:10.17619/UNIPB/1-1292 .","apa":"Fanasch, P. (2022). Governance and Reputation in the Market for Experience Goods. https://doi.org/10.17619/UNIPB/1-1292 ","ama":"Fanasch P. Governance and Reputation in the Market for Experience Goods.; 2022. doi:10.17619/UNIPB/1-1292 ","chicago":"Fanasch, Patrizia. Governance and Reputation in the Market for Experience Goods, 2022. https://doi.org/10.17619/UNIPB/1-1292 ."}},{"volume":98,"date_created":"2022-03-16T06:24:37Z","status":"public","keyword":["General Social Sciences","Economics and Econometrics","Applied Psychology"],"publication":"Journal of Behavioral and Experimental Economics","publisher":"Elsevier BV","author":[{"id":"42447","last_name":"Hoyer","full_name":"Hoyer, Britta","first_name":"Britta"},{"id":"10311","last_name":"van Straaten","full_name":"van Straaten, Dirk","first_name":"Dirk"}],"user_id":"42447","page":"101869","type":"journal_article","year":"2022","citation":{"short":"B. Hoyer, D. van Straaten, Journal of Behavioral and Experimental Economics 98 (2022) 101869.","ieee":"B. Hoyer and D. van Straaten, “Anonymity and Self-Expression in Online Rating Systems - An Experimental Analysis,” Journal of Behavioral and Experimental Economics, vol. 98, p. 101869, 2022, doi: 10.1016/j.socec.2022.101869.","chicago":"Hoyer, Britta, and Dirk van Straaten. “Anonymity and Self-Expression in Online Rating Systems - An Experimental Analysis.” Journal of Behavioral and Experimental Economics 98 (2022): 101869. https://doi.org/10.1016/j.socec.2022.101869.","ama":"Hoyer B, van Straaten D. Anonymity and Self-Expression in Online Rating Systems - An Experimental Analysis. Journal of Behavioral and Experimental Economics. 2022;98:101869. doi:10.1016/j.socec.2022.101869","apa":"Hoyer, B., & van Straaten, D. (2022). Anonymity and Self-Expression in Online Rating Systems - An Experimental Analysis. 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Schulz et al., DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte. NORDAKADEMIE gAG Hochschule der Wirtschaft, 2022.","short":"M. Schulz, U. Neuhaus, J. Kaufmann, S. Kühnel, E.M. Alekozai, H. Rohde, S. Hoseini, R. Theuerkauf, D. Badura, U. Kerzel, C. Lanquillon, S. Daurer, M. Günther, L. Huber, L.-W. Thiée, P. zur Heiden, J. Passlick, J. Dieckmann, F. Schwade, T. Seyffarth, W. Badewitz, R. Rissler, S. Sackmann, P. Gölzer, F. Welter, J. Röth, J. Seidelmann, U. Haneke, DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte, NORDAKADEMIE gAG Hochschule der Wirtschaft, 2022.","mla":"Schulz, Michael, et al. DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte. NORDAKADEMIE gAG Hochschule der Wirtschaft, 2022.","bibtex":"@book{Schulz_Neuhaus_Kaufmann_Kühnel_Alekozai_Rohde_Hoseini_Theuerkauf_Badura_Kerzel_et al._2022, title={DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte}, publisher={NORDAKADEMIE gAG Hochschule der Wirtschaft}, author={Schulz, Michael and Neuhaus, Uwe and Kaufmann, Jens and Kühnel, Stephan and Alekozai, Emal M. and Rohde, Heiko and Hoseini, Sayed and Theuerkauf, René and Badura, Daniel and Kerzel, Ulrich and et al.}, year={2022} }","apa":"Schulz, M., Neuhaus, U., Kaufmann, J., Kühnel, S., Alekozai, E. M., Rohde, H., Hoseini, S., Theuerkauf, R., Badura, D., Kerzel, U., Lanquillon, C., Daurer, S., Günther, M., Huber, L., Thiée, L.-W., zur Heiden, P., Passlick, J., Dieckmann, J., Schwade, F., … Haneke, U. (2022). DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte. NORDAKADEMIE gAG Hochschule der Wirtschaft.","ama":"Schulz M, Neuhaus U, Kaufmann J, et al. DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte. NORDAKADEMIE gAG Hochschule der Wirtschaft; 2022.","chicago":"Schulz, Michael, Uwe Neuhaus, Jens Kaufmann, Stephan Kühnel, Emal M. Alekozai, Heiko Rohde, Sayed Hoseini, et al. DASC-PM v1.1 - Ein Vorgehensmodell für Data-Science-Projekte. 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A. Hoppe et al., “Perception of Society’s Trust in Care Robots by Public Opinion Leaders,” International Journal of Human–Computer Interaction, pp. 1–17, 2022, doi: 10.1080/10447318.2022.2081283.","short":"J.A. Hoppe, H. Melkas, S. Pekkarinen, O. Tuisku, L. Hennala, R.-M. Johansson-Pajala, C. Gustafsson, K. Thommes, International Journal of Human–Computer Interaction (2022) 1–17.","mla":"Hoppe, Julia Amelie, et al. “Perception of Society’s Trust in Care Robots by Public Opinion Leaders.” International Journal of Human–Computer Interaction, Informa UK Limited, 2022, pp. 1–17, doi:10.1080/10447318.2022.2081283.","bibtex":"@article{Hoppe_Melkas_Pekkarinen_Tuisku_Hennala_Johansson-Pajala_Gustafsson_Thommes_2022, title={Perception of Society’s Trust in Care Robots by Public Opinion Leaders}, DOI={10.1080/10447318.2022.2081283}, journal={International Journal of Human–Computer Interaction}, publisher={Informa UK Limited}, author={Hoppe, Julia Amelie and Melkas, Helinä and Pekkarinen, Satu and Tuisku, Outi and Hennala, Lea and Johansson-Pajala, Rose-Marie and Gustafsson, Christine and Thommes, Kirsten}, year={2022}, pages={1–17} }","ama":"Hoppe JA, Melkas H, Pekkarinen S, et al. Perception of Society’s Trust in Care Robots by Public Opinion Leaders. 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Hoppe et al., “Perception of Society’s Trust in Care Robots by Public Opinion Leaders,” International Journal of Human–Computer Interaction, pp. 1–17, 2022, doi: 10.1080/10447318.2022.2081283.","short":"J.A. Hoppe, H. Melkas, S. Pekkarinen, O. Tuisku, L. Hennala, R.-M. Johansson-Pajala, C. Gustafsson, K. Thommes, International Journal of Human–Computer Interaction (2022) 1–17.","mla":"Hoppe, Julia Amelie, et al. “Perception of Society’s Trust in Care Robots by Public Opinion Leaders.” International Journal of Human–Computer Interaction, Informa UK Limited, 2022, pp. 1–17, doi:10.1080/10447318.2022.2081283.","bibtex":"@article{Hoppe_Melkas_Pekkarinen_Tuisku_Hennala_Johansson-Pajala_Gustafsson_Thommes_2022, title={Perception of Society’s Trust in Care Robots by Public Opinion Leaders}, DOI={10.1080/10447318.2022.2081283}, journal={International Journal of Human–Computer Interaction}, publisher={Informa UK Limited}, author={Hoppe, Julia Amelie and Melkas, Helinä and Pekkarinen, Satu and Tuisku, Outi and Hennala, Lea and Johansson-Pajala, Rose-Marie and Gustafsson, Christine and Thommes, Kirsten}, year={2022}, pages={1–17} }","chicago":"Hoppe, Julia Amelie, Helinä Melkas, Satu Pekkarinen, Outi Tuisku, Lea Hennala, Rose-Marie Johansson-Pajala, Christine Gustafsson, and Kirsten Thommes. “Perception of Society’s Trust in Care Robots by Public Opinion Leaders.” International Journal of Human–Computer Interaction, 2022, 1–17. https://doi.org/10.1080/10447318.2022.2081283.","apa":"Hoppe, J. A., Melkas, H., Pekkarinen, S., Tuisku, O., Hennala, L., Johansson-Pajala, R.-M., Gustafsson, C., & Thommes, K. (2022). Perception of Society’s Trust in Care Robots by Public Opinion Leaders. International Journal of Human–Computer Interaction, 1–17. https://doi.org/10.1080/10447318.2022.2081283","ama":"Hoppe JA, Melkas H, Pekkarinen S, et al. Perception of Society’s Trust in Care Robots by Public Opinion Leaders. International Journal of Human–Computer Interaction. 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Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-37344-3_14"},"year":"2022"},{"publication_status":"published","publication_identifier":{"issn":["0959-6526"]},"date_created":"2022-11-10T07:47:21Z","status":"public","publication":"Journal of Cleaner Production","department":[{"_id":"178"},{"_id":"184"}],"keyword":["Industrial and Manufacturing Engineering","Strategy and Management","General Environmental Science","Renewable Energy","Sustainability and the Environment","Building and Construction"],"publisher":"Elsevier BV","author":[{"full_name":"Hoffmann, Christin","first_name":"Christin","last_name":"Hoffmann"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes"}],"title":"Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic","user_id":"72497","type":"journal_article","year":"2022","citation":{"mla":"Hoffmann, Christin, and Kirsten Thommes. “Clear Roads and Dirty Air? Indirect Effects of Reduced Private Traffic Congestion on Emissions from Heavy Traffic.” Journal of Cleaner Production, 135053, Elsevier BV, 2022, doi:10.1016/j.jclepro.2022.135053.","bibtex":"@article{Hoffmann_Thommes_2022, title={Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic}, DOI={10.1016/j.jclepro.2022.135053}, number={135053}, journal={Journal of Cleaner Production}, publisher={Elsevier BV}, author={Hoffmann, Christin and Thommes, Kirsten}, year={2022} }","apa":"Hoffmann, C., & Thommes, K. (2022). Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic. Journal of Cleaner Production, Article 135053. https://doi.org/10.1016/j.jclepro.2022.135053","ama":"Hoffmann C, Thommes K. Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic. Journal of Cleaner Production. 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Indirect effects of reduced private traffic congestion on emissions from heavy traffic","user_id":"72497","publication_status":"published","publication_identifier":{"issn":["0959-6526"]},"date_created":"2022-11-10T07:48:07Z","status":"public","department":[{"_id":"178"},{"_id":"184"}],"publication":"Journal of Cleaner Production","keyword":["Industrial and Manufacturing Engineering","Strategy and Management","General Environmental Science","Renewable Energy","Sustainability and the Environment","Building and Construction"],"publisher":"Elsevier BV","author":[{"last_name":"Hoffmann","full_name":"Hoffmann, Christin","first_name":"Christin"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes","id":"72497"}],"doi":"10.1016/j.jclepro.2022.135053","article_number":"135053","_id":"34045","date_updated":"2022-11-10T07:48:18Z","type":"journal_article","year":"2022","citation":{"apa":"Hoffmann, C., & Thommes, K. (2022). Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic. Journal of Cleaner Production, Article 135053. https://doi.org/10.1016/j.jclepro.2022.135053","ama":"Hoffmann C, Thommes K. Clear Roads and Dirty Air? Indirect effects of reduced private traffic congestion on emissions from heavy traffic. Journal of Cleaner Production. Published online 2022. doi:10.1016/j.jclepro.2022.135053","chicago":"Hoffmann, Christin, and Kirsten Thommes. “Clear Roads and Dirty Air? Indirect Effects of Reduced Private Traffic Congestion on Emissions from Heavy Traffic.” Journal of Cleaner Production, 2022. https://doi.org/10.1016/j.jclepro.2022.135053.","mla":"Hoffmann, Christin, and Kirsten Thommes. “Clear Roads and Dirty Air? 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Janssen, and Caren Sureth-Sloane. “Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment.” FinanzArchiv / Public Finance Analysis 78, no. 1–2 (2022): 239–89.","apa":"Fahr, R., Janssen, E. A., & Sureth-Sloane, C. (2022). Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment. FinanzArchiv / Public Finance Analysis, 78(1–2), 239–289.","ama":"Fahr R, Janssen EA, Sureth-Sloane C. Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment. FinanzArchiv / Public Finance Analysis. 2022;78(1-2):239-289.","bibtex":"@article{Fahr_Janssen_Sureth-Sloane_2022, title={Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment}, volume={78}, number={1–2}, journal={FinanzArchiv / Public Finance Analysis}, author={Fahr, René and Janssen, Elmar A. and Sureth-Sloane, Caren}, year={2022}, pages={239–289} }","mla":"Fahr, René, et al. “Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment.” FinanzArchiv / Public Finance Analysis, vol. 78, no. 1–2, 2022, pp. 239–89.","short":"R. Fahr, E.A. Janssen, C. Sureth-Sloane, FinanzArchiv / Public Finance Analysis 78 (2022) 239–289.","ieee":"R. Fahr, E. A. Janssen, and C. Sureth-Sloane, “Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment,” FinanzArchiv / Public Finance Analysis, vol. 78, no. 1–2, pp. 239–289, 2022."},"year":"2022","type":"journal_article","page":"239-289","_id":"29049","intvolume":" 78","issue":"1-2","author":[{"last_name":"Fahr","full_name":"Fahr, René","first_name":"René"},{"full_name":"Janssen, Elmar A.","first_name":"Elmar A.","last_name":"Janssen"},{"first_name":"Caren","orcid":" 0000-0002-8183-5901","full_name":"Sureth-Sloane, Caren","last_name":"Sureth-Sloane","id":"530"}],"keyword":["Economic ExperimentM","Investment Decisions","Tax Effects","Timing Flexibility","Uncertainty"],"publication":"FinanzArchiv / Public Finance Analysis","jel":["H25","H21","C91"],"volume":78,"status":"public","date_created":"2021-12-20T08:23:13Z","article_type":"original","abstract":[{"lang":"eng","text":"This study investigates the conditions under which tax rate changes accelerate risky investments.\r\nWhile tax rate increases are often expected to harm investment, analytical\r\nstudies find tax rate increases may foster investment under flexibility.We design a theorybased\r\nexperimentwith a binomial random walk and entry–exit flexibility.We find accelerated\r\ninvestment upon tax rate increases irrespective of an exit option, but no corresponding\r\nresponse to tax cuts. This asymmetry may be due to tax salience and mechanisms\r\nfrom irreversible choice under uncertainty. Given this evidence of unexpected tax-reform\r\neffects, tax policymakers should carefully consider behavioral aspects."}],"user_id":"530","language":[{"iso":"eng"}],"date_updated":"2022-11-13T09:58:10Z","department":[{"_id":"187"}],"publication_status":"published","title":"Can Tax Rate Changes Accelerate Investment under Entry and Exit Flexibility? – Insights from an Economic Experiment"},{"publication_status":"published","department":[{"_id":"187"}],"title":"How Does Trust Affect Concessionary Behavior in Tax Bargaining?","language":[{"iso":"eng"}],"date_updated":"2022-11-13T09:55:57Z","status":"public","date_created":"2021-12-20T08:20:42Z","jel":["C92","M40","H20","H25","H83"],"volume":78,"author":[{"full_name":"Eberhartinger, Eva","first_name":"Eva","last_name":"Eberhartinger"},{"first_name":"Raffael","full_name":"Speitmann, Raffael","last_name":"Speitmann"},{"last_name":"Sureth-Sloane","id":"530","first_name":"Caren","full_name":"Sureth-Sloane, Caren","orcid":" 0000-0002-8183-5901"},{"first_name":"Yuchen","full_name":"Wu, Yuchen","last_name":"Wu"}],"keyword":["Behavioral Taxation","Concessionary Behavior","Interpersonal Trust","Tax Audit","Trust in Government"],"publication":"FinanzArchiv / Public Finance Analysis","user_id":"530","abstract":[{"text":"We study the bargaining behavior between auditor and auditee in a tax setting and scrutinize\r\nthe effect of interpersonal trust and trust in government on both parties’ concessions.\r\nWe find evidence that both kinds of trust affect the concessionary behavior, albeit\r\nin different ways. While trust in government affects concessionary behavior in line with\r\nintuitive predictions, we find that interpersonal trust only affects tax auditors. For high\r\ninterpersonal trust, the alleviating effect of high trust in government on tax auditors’\r\nconcessions is less pronounced. Our findings help tax authorities to shape programs to\r\nenhance compliance in an atmosphere of trust.","lang":"eng"}],"type":"journal_article","citation":{"ieee":"E. Eberhartinger, R. Speitmann, C. Sureth-Sloane, and Y. Wu, “How Does Trust Affect Concessionary Behavior in Tax Bargaining?,” FinanzArchiv / Public Finance Analysis, vol. 78, no. 1–2, pp. 112–155, 2022.","short":"E. Eberhartinger, R. Speitmann, C. Sureth-Sloane, Y. Wu, FinanzArchiv / Public Finance Analysis 78 (2022) 112–155.","bibtex":"@article{Eberhartinger_Speitmann_Sureth-Sloane_Wu_2022, title={How Does Trust Affect Concessionary Behavior in Tax Bargaining?}, volume={78}, number={1–2}, journal={FinanzArchiv / Public Finance Analysis}, author={Eberhartinger, Eva and Speitmann, Raffael and Sureth-Sloane, Caren and Wu, Yuchen}, year={2022}, pages={112–155} }","mla":"Eberhartinger, Eva, et al. “How Does Trust Affect Concessionary Behavior in Tax Bargaining?” FinanzArchiv / Public Finance Analysis, vol. 78, no. 1–2, 2022, pp. 112–55.","chicago":"Eberhartinger, Eva, Raffael Speitmann, Caren Sureth-Sloane, and Yuchen Wu. “How Does Trust Affect Concessionary Behavior in Tax Bargaining?” FinanzArchiv / Public Finance Analysis 78, no. 1–2 (2022): 112–55.","ama":"Eberhartinger E, Speitmann R, Sureth-Sloane C, Wu Y. How Does Trust Affect Concessionary Behavior in Tax Bargaining? FinanzArchiv / Public Finance Analysis. 2022;78(1-2):112-155.","apa":"Eberhartinger, E., Speitmann, R., Sureth-Sloane, C., & Wu, Y. (2022). How Does Trust Affect Concessionary Behavior in Tax Bargaining? FinanzArchiv / Public Finance Analysis, 78(1–2), 112–155."},"year":"2022","page":"112-155","issue":"1-2","intvolume":" 78","_id":"29048"},{"issue":"5","_id":"33251","intvolume":" 59","date_updated":"2022-11-17T14:14:56Z","language":[{"iso":"ger"}],"citation":{"mla":"Robra-Bissantz, Susanne, et al. “Methoden zum Design digitaler Plattformen, Geschäftsmodelle und Service-Ökosysteme.” HMD Praxis der Wirtschaftsinformatik, vol. 59, no. 5, 2022, pp. 1227–57.","bibtex":"@article{Robra-Bissantz_Lattemann_Laue_Leonhard-Pfleger_Wagner_Gerundt_Schlimbach_Baumann_Vorbohle_Gottschalk_et al._2022, title={Methoden zum Design digitaler Plattformen, Geschäftsmodelle und Service-Ökosysteme}, volume={59}, number={5}, journal={HMD Praxis der Wirtschaftsinformatik}, author={Robra-Bissantz, Susanne and Lattemann, Christoph and Laue, Ralf and Leonhard-Pfleger, Raphaela and Wagner, Luisa and Gerundt, Oliver and Schlimbach, Ricarda and Baumann, Sabine and Vorbohle, Christian and Gottschalk, Sebastian and et al.}, year={2022}, pages={1227–1257} }","apa":"Robra-Bissantz, S., Lattemann, C., Laue, R., Leonhard-Pfleger, R., Wagner, L., Gerundt, O., Schlimbach, R., Baumann, S., Vorbohle, C., Gottschalk, S., Kundisch, D., Engels, G., Wünderlich, N., Nissen, V., Lohrenz, L., & Michalke, S. 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There, weaker players are better off in the asymmetric bargaining solution. When comparing application of the asymmetric versions of the Nash and the Kalai-Smorodinsky solutions, we demonstrate that there is an upper bound for the weight of a player, so that she is better off with the Nash bargaining solution. This threshold is ultimately determined by the relative utilitarian bargaining solution. From a mechanism design perspective, our results provide valuable information for a social planner, when implementing a bargaining solution for unequally powerful players."}],"volume":148,"jel":["C78","D63"],"project":[{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A3: SFB 901 - Subproject A3","_id":"7"},{"_id":"1","name":"SFB 901: SFB 901"}],"date_created":"2022-06-22T12:12:58Z","status":"public","department":[{"_id":"205"},{"_id":"475"},{"_id":"200"}],"keyword":["Asymmetric bargaining power","Nash bargaining solution","Kalai-Smorodinsky bargaining solution"],"author":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake","id":"20801"},{"last_name":"Streck","id":"33041","first_name":"Thomas","full_name":"Streck, Thomas"}],"date_updated":"2022-11-19T15:42:15Z","_id":"32106","intvolume":" 148","page":"17","year":"2022","citation":{"ieee":"C.-J. Haake and T. 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Tucci, Communications of the Association for Information Systems 51 (2022) 774–841.","mla":"Szopinski, Daniel, et al. “Modeling Business Models: A Cross-Disciplinary Analysis of Business Model Modeling Languages and Directions for Future Research.” Communications of the Association for Information Systems, vol. 51, 2022, pp. 774–841.","bibtex":"@article{Szopinski_Massa_John_Kundisch_Tucci_2022, title={Modeling Business Models: A cross-disciplinary Analysis of Business Model Modeling Languages and Directions for Future Research}, volume={51}, journal={Communications of the Association for Information Systems}, author={Szopinski, Daniel and Massa, Lorenzo and John, Thomas and Kundisch, Dennis and Tucci, Christopher}, year={2022}, pages={774–841} }","ama":"Szopinski D, Massa L, John T, Kundisch D, Tucci C. Modeling Business Models: A cross-disciplinary Analysis of Business Model Modeling Languages and Directions for Future Research. 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Overall, we provide evidence for a negative impact of securitization on NPL exposures suggesting that banks predominantly used securitization as an instrument of credit risk transfer and diversification. In addition, the analysis at hand reveals a time-sensitive relationship between securitization and NPL exposures. While we observe an even stronger NPL-reducing effect through securitization during the non-crisis periods, the effect reverses during and after the global financial crisis suggesting that banks were forced to provide credit enhancement and employ securitization as a funding management tool. Along with the results from a variety of sensitivity analyses our study provides important implications for the recent debate on reducing NPL exposures of European banks by revitalizing the European securitization market."}],"article_type":"original","volume":"Vol. 86 (11)","jel":["G21","G28","G32"],"date_created":"2019-09-06T08:59:28Z","status":"public","keyword":["European Banking","Non-performing Loans","Securitization"],"publication":"The Quarterly Review of Economics and Finance","publisher":"Elsevier","author":[{"first_name":"Sascha Tobias","full_name":"Wengerek, Sascha Tobias","orcid":"0000-0002-7820-3903","last_name":"Wengerek","id":"48837"},{"id":"48476","last_name":"Hippert","full_name":"Hippert, Benjamin","first_name":"Benjamin"},{"last_name":"Uhde","id":"36049","first_name":"André","full_name":"Uhde, André","orcid":"https://orcid.org/0000-0002-8058-8857"}],"_id":"13147","page":"48-64","year":"2022","type":"journal_article","citation":{"short":"S.T. Wengerek, B. Hippert, A. Uhde, The Quarterly Review of Economics and Finance Vol. 86 (11) (2022) 48–64.","ieee":"S. T. Wengerek, B. Hippert, and A. Uhde, “Risk allocation through securitization – Evidence from non-performing loans,” The Quarterly Review of Economics and Finance, vol. Vol. 86 (11), pp. 48–64, 2022, doi: https://doi.org/10.1016/j.qref.2022.06.005.","apa":"Wengerek, S. T., Hippert, B., & Uhde, A. (2022). Risk allocation through securitization – Evidence from non-performing loans. The Quarterly Review of Economics and Finance, Vol. 86 (11), 48–64. https://doi.org/10.1016/j.qref.2022.06.005","ama":"Wengerek ST, Hippert B, Uhde A. Risk allocation through securitization – Evidence from non-performing loans. 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Vol. 86 (11), Elsevier, 2022, pp. 48–64, doi:https://doi.org/10.1016/j.qref.2022.06.005."},"title":"Risk allocation through securitization – Evidence from non-performing loans","publication_status":"published","department":[{"_id":"186"},{"_id":"188"}],"doi":"https://doi.org/10.1016/j.qref.2022.06.005","date_updated":"2022-12-23T11:27:53Z","language":[{"iso":"eng"}]},{"page":" 846-875","citation":{"chicago":"Arnold, Marc, Matthias Pelster, and Marti G. Subrahmanyam. “Attention Triggers and Investors’ Risk-Taking.” Journal of Financial Economics 143, no. 2 (2022): 846–75. https://doi.org/10.1016/j.jfineco.2021.05.031.","apa":"Arnold, M., Pelster, M., & Subrahmanyam, M. G. (2022). Attention triggers and investors’ risk-taking. Journal of Financial Economics, 143(2), 846–875. https://doi.org/10.1016/j.jfineco.2021.05.031","ama":"Arnold M, Pelster M, Subrahmanyam MG. Attention triggers and investors’ risk-taking. 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Subrahmanyam, “Attention triggers and investors’ risk-taking,” Journal of Financial Economics, vol. 143, no. 2, pp. 846–875, 2022, doi: 10.1016/j.jfineco.2021.05.031."},"type":"journal_article","year":"2022","_id":"21571","intvolume":" 143","issue":"2","publication":"Journal of Financial Economics","quality_controlled":"1","author":[{"full_name":"Arnold, Marc","first_name":"Marc","last_name":"Arnold"},{"full_name":"Pelster, Matthias","orcid":" https://orcid.org/0000-0001-5740-2420","first_name":"Matthias","id":"67265","last_name":"Pelster"},{"first_name":"Marti G.","full_name":"Subrahmanyam, Marti G.","last_name":"Subrahmanyam"}],"volume":143,"date_created":"2021-03-26T19:16:36Z","status":"public","abstract":[{"text":"The paper investigates the impact of individual attention on investor risk-taking. We analyze a large sample of trading records from a brokerage service that allows its customers to trade contracts-for-differences (CFD), and sends standardized push messages on recent stock performance to its client investors. The advantage of this sample is that it allows us to isolate the \"push\" messages as individual attention triggers, which we can directly link to the same individuals' risk-taking. A particular advantage of CFD trading is that it allows investors to make use of leverage, which provides us a pure measure of investors' willingness to take risks that is independent of the decision to purchase a particular stock. Leverage is a major catalyst of speculative trading, as it increases the scope of extreme returns, and enables investors to take larger positions than what they can afford with their own capital. We show that investors execute attention-driven trades with higher leverage, compared to their other trades, as well as those of other investors who are not alerted by attention triggers.","lang":"eng"}],"article_type":"original","user_id":"67265","language":[{"iso":"eng"}],"date_updated":"2022-01-12T17:24:21Z","doi":"10.1016/j.jfineco.2021.05.031","department":[{"_id":"186"},{"_id":"578"}],"publication_status":"published","title":"Attention triggers and investors' risk-taking","related_material":{"link":[{"relation":"confirmation","url":"https://doi.org/10.1016/j.jfineco.2021.05.031"}]}},{"ddc":["000"],"user_id":"61579","volume":299,"date_created":"2021-08-16T13:47:12Z","has_accepted_license":"1","status":"public","file_date_updated":"2021-08-16T13:46:57Z","publication":"European Journal of Operational Research (EJOR)","author":[{"last_name":"Sperling","id":"76460","first_name":"Martina","full_name":"Sperling, Martina"},{"full_name":"Schryen, Guido","first_name":"Guido","id":"72850","last_name":"Schryen"}],"file":[{"file_id":"23416","creator":"hsiemes","file_size":1275918,"relation":"main_file","date_updated":"2021-08-16T13:46:57Z","content_type":"application/pdf","date_created":"2021-08-16T13:46:57Z","file_name":"CoordinatingSpontaneousVolunteers.pdf","access_level":"open_access"}],"issue":"2","intvolume":" 299","_id":"23415","page":"690 - 705","type":"journal_article","year":"2022","citation":{"ieee":"M. Sperling and G. Schryen, “Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers,” European Journal of Operational Research (EJOR), vol. 299, no. 2, pp. 690–705, 2022.","short":"M. Sperling, G. Schryen, European Journal of Operational Research (EJOR) 299 (2022) 690–705.","mla":"Sperling, Martina, and Guido Schryen. “Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers.” European Journal of Operational Research (EJOR), vol. 299, no. 2, 2022, pp. 690–705.","bibtex":"@article{Sperling_Schryen_2022, title={Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers}, volume={299}, number={2}, journal={European Journal of Operational Research (EJOR)}, author={Sperling, Martina and Schryen, Guido}, year={2022}, pages={690–705} }","ama":"Sperling M, Schryen G. Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers. European Journal of Operational Research (EJOR). 2022;299(2):690-705.","apa":"Sperling, M., & Schryen, G. (2022). Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers. European Journal of Operational Research (EJOR), 299(2), 690–705.","chicago":"Sperling, Martina, and Guido Schryen. “Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers.” European Journal of Operational Research (EJOR) 299, no. 2 (2022): 690–705."},"title":"Decision Support for Disaster Relief: Coordinating Spontaneous Volunteers","department":[{"_id":"277"}],"oa":"1","date_updated":"2022-01-19T14:55:21Z","language":[{"iso":"eng"}]},{"oa":"1","conference":{"start_date":"2022-02-21","name":"Wirtschaftsinformatik 2022 (WI22)","location":"Nürnberg (online)","end_date":"2022-02-23"},"_id":"29539","date_updated":"2022-01-26T08:24:30Z","type":"conference","citation":{"short":"J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.","ieee":"J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.","chicago":"Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” In Wirtschaftsinformatik 2022 Proceedings, 2022.","apa":"Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).","ama":"Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.","mla":"Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” Wirtschaftsinformatik 2022 Proceedings, 2022.","bibtex":"@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }"},"year":"2022","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1056&context=wi2022","open_access":"1"}],"title":"Towards a model- and data-focused taxonomy of XAI systems","user_id":"77066","abstract":[{"text":"Explainable Artificial Intelligence (XAI) is currently an important topic for the application of Machine Learning (ML) in high-stakes decision scenarios. Related research focuses on evaluating ML algorithms in terms of interpretability. However, providing a human understandable explanation of an intelligent system does not only relate to the used ML algorithm. The data and features used also have a considerable impact on interpretability. In this paper, we develop a taxonomy for describing XAI systems based on aspects about the algorithm and data. The proposed taxonomy gives researchers and practitioners opportunities to describe and evaluate current XAI systems with respect to interpretability and guides the future development of this class of systems.","lang":"eng"}],"date_created":"2022-01-26T08:22:03Z","status":"public","publication":"Wirtschaftsinformatik 2022 Proceedings","keyword":["Explainable Artificial Intelligence","XAI","Interpretability","Decision Support Systems","Taxonomy"],"department":[{"_id":"195"},{"_id":"196"}],"author":[{"last_name":"Kucklick","id":"77066","first_name":"Jan-Peter","full_name":"Kucklick, Jan-Peter"}]},{"volume":8,"publication_status":"published","status":"public","project":[{"_id":"102","name":"StudyNow: StudyNow: Eine webbasierte Plattform zur Verstetigung der Lernmotivation von Studierenden mittels Gamification"}],"date_created":"2022-03-15T09:50:17Z","author":[{"last_name":"Klingsiek","full_name":"Klingsiek, Katrin","first_name":"Katrin"},{"first_name":"Thomas","full_name":"John, Thomas","last_name":"John"},{"full_name":"Kundisch, Dennis","first_name":"Dennis","id":"21117","last_name":"Kundisch"}],"department":[{"_id":"276"}],"publication":"die hochschullehre","title":"Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?","user_id":"16205","citation":{"ama":"Klingsiek K, John T, Kundisch D. 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Kundisch, “Procrastination in the Looking Glass of Self-Awareness: Can Gamified Self-Monitoring Reduce Academic Procrastination?,” die hochschullehre, vol. 8, no. 5, pp. 61–76, 2022."},"year":"2022","type":"journal_article","page":"61 - 76","language":[{"iso":"eng"}],"issue":"5","_id":"30295","intvolume":" 8","date_updated":"2022-05-16T12:25:50Z"},{"intvolume":" 2022","_id":"32857","issue":"1","citation":{"mla":"Gutt, Jana Kim, and Kirsten Thommes. “Speaking of Performance: Evaluating Team Members’ Performance with Open-Ended Audio Comments.” Academy of Management Proceedings, vol. 2022, no. 1, Academy of Management, 2022, doi:10.5465/ambpp.2022.16394abstract.","bibtex":"@article{Gutt_Thommes_2022, title={Speaking of Performance: Evaluating Team Members’ Performance with Open-Ended Audio Comments}, volume={2022}, DOI={10.5465/ambpp.2022.16394abstract}, number={1}, journal={Academy of Management Proceedings}, publisher={Academy of Management}, author={Gutt, Jana Kim and Thommes, Kirsten}, year={2022} }","apa":"Gutt, J. 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Thommes, Academy of Management Proceedings 2022 (2022)."},"year":"2022","type":"journal_article","user_id":"72497","publication":"Academy of Management Proceedings","keyword":["Microbiology"],"publisher":"Academy of Management","author":[{"last_name":"Gutt","full_name":"Gutt, Jana Kim","first_name":"Jana Kim"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes"}],"volume":2022,"date_created":"2022-08-16T14:49:16Z","status":"public","date_updated":"2022-08-16T14:49:25Z","doi":"10.5465/ambpp.2022.16394abstract","language":[{"iso":"eng"}],"title":"Speaking of Performance: Evaluating Team Members’ Performance with Open-Ended Audio Comments","department":[{"_id":"178"},{"_id":"184"}],"publication_status":"published","publication_identifier":{"issn":["0065-0668","2151-6561"]}},{"title":"Shifting ML value creation mechanisms: A process model of ML value creation","publication_identifier":{"issn":["0963-8687"]},"publication_status":"published","department":[{"_id":"196"}],"doi":"10.1016/j.jsis.2022.101734","date_updated":"2022-08-17T07:16:12Z","language":[{"iso":"eng"}],"ddc":["000"],"user_id":"72849","volume":31,"date_created":"2022-08-17T07:03:55Z","has_accepted_license":"1","status":"public","keyword":["Information Systems and Management","Information Systems","Management Information Systems"],"file_date_updated":"2022-08-17T07:04:41Z","publication":"The Journal of Strategic Information Systems","publisher":"Elsevier BV","author":[{"last_name":"Shollo","first_name":"Arisa","full_name":"Shollo, Arisa"},{"last_name":"Hopf","first_name":"Konstantin","full_name":"Hopf, Konstantin"},{"first_name":"Tiemo","full_name":"Thiess, Tiemo","last_name":"Thiess"},{"last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver"}],"file":[{"date_created":"2022-08-17T07:04:41Z","file_name":"1-s2.0-S0963868722000300-main.pdf","access_level":"closed","file_size":1980258,"creator":"omueller","file_id":"32867","content_type":"application/pdf","date_updated":"2022-08-17T07:04:41Z","relation":"main_file","success":1}],"article_number":"101734","issue":"3","_id":"32866","intvolume":" 31","citation":{"short":"A. Shollo, K. Hopf, T. Thiess, O. Müller, The Journal of Strategic Information Systems 31 (2022).","ieee":"A. Shollo, K. Hopf, T. Thiess, and O. Müller, “Shifting ML value creation mechanisms: A process model of ML value creation,” The Journal of Strategic Information Systems, vol. 31, no. 3, Art. no. 101734, 2022, doi: 10.1016/j.jsis.2022.101734.","ama":"Shollo A, Hopf K, Thiess T, Müller O. Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems. 2022;31(3). doi:10.1016/j.jsis.2022.101734","apa":"Shollo, A., Hopf, K., Thiess, T., & Müller, O. (2022). Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems, 31(3), Article 101734. https://doi.org/10.1016/j.jsis.2022.101734","chicago":"Shollo, Arisa, Konstantin Hopf, Tiemo Thiess, and Oliver Müller. “Shifting ML Value Creation Mechanisms: A Process Model of ML Value Creation.” The Journal of Strategic Information Systems 31, no. 3 (2022). https://doi.org/10.1016/j.jsis.2022.101734.","bibtex":"@article{Shollo_Hopf_Thiess_Müller_2022, title={Shifting ML value creation mechanisms: A process model of ML value creation}, volume={31}, DOI={10.1016/j.jsis.2022.101734}, number={3101734}, journal={The Journal of Strategic Information Systems}, publisher={Elsevier BV}, author={Shollo, Arisa and Hopf, Konstantin and Thiess, Tiemo and Müller, Oliver}, year={2022} }","mla":"Shollo, Arisa, et al. “Shifting ML Value Creation Mechanisms: A Process Model of ML Value Creation.” The Journal of Strategic Information Systems, vol. 31, no. 3, 101734, Elsevier BV, 2022, doi:10.1016/j.jsis.2022.101734."},"year":"2022","type":"journal_article"},{"publisher":"Springer Science and Business Media LLC","author":[{"last_name":"Redlin","id":"135","first_name":"Margarete","full_name":"Redlin, Margarete"}],"keyword":["Economics and Econometrics"],"department":[{"_id":"475"},{"_id":"200"},{"_id":"202"}],"publication":"Journal of Regulatory Economics","status":"public","date_created":"2022-08-29T06:49:33Z","publication_status":"published","publication_identifier":{"issn":["0922-680X","1573-0468"]},"abstract":[{"lang":"eng","text":"AbstractNon-pharmaceutical interventions are an effective strategy to prevent and control COVID-19 transmission in the community. However, the timing and stringency to which these measures have been implemented varied between countries and regions. The differences in stringency can only to a limited extent be explained by the number of infections and the prevailing vaccination strategies. Our study aims to shed more light on the lockdown strategies and to identify the determinants underlying the differences between countries on regional, economic, institutional, and political level. Based on daily panel data for 173 countries and the period from January 2020 to October 2021 we find significant regional differences in lockdown strategies. Further, more prosperous countries implemented milder restrictions but responded more quickly, while poorer countries introduced more stringent measures but had a longer response time. Finally, democratic regimes and stronger manifested institutions alleviated and slowed down the introduction of lockdown measures."}],"user_id":"14931","title":"Differences in NPI strategies against COVID-19","language":[{"iso":"eng"}],"citation":{"ieee":"M. Redlin, “Differences in NPI strategies against COVID-19,” Journal of Regulatory Economics, 2022, doi: 10.1007/s11149-022-09452-9.","short":"M. Redlin, Journal of Regulatory Economics (2022).","bibtex":"@article{Redlin_2022, title={Differences in NPI strategies against COVID-19}, DOI={10.1007/s11149-022-09452-9}, journal={Journal of Regulatory Economics}, publisher={Springer Science and Business Media LLC}, author={Redlin, Margarete}, year={2022} }","mla":"Redlin, Margarete. “Differences in NPI Strategies against COVID-19.” Journal of Regulatory Economics, Springer Science and Business Media LLC, 2022, doi:10.1007/s11149-022-09452-9.","chicago":"Redlin, Margarete. “Differences in NPI Strategies against COVID-19.” Journal of Regulatory Economics, 2022. https://doi.org/10.1007/s11149-022-09452-9.","apa":"Redlin, M. (2022). Differences in NPI strategies against COVID-19. Journal of Regulatory Economics. https://doi.org/10.1007/s11149-022-09452-9","ama":"Redlin M. Differences in NPI strategies against COVID-19. Journal of Regulatory Economics. Published online 2022. doi:10.1007/s11149-022-09452-9"},"year":"2022","type":"journal_article","date_updated":"2022-08-29T08:38:12Z","_id":"33221","doi":"10.1007/s11149-022-09452-9"},{"language":[{"iso":"eng"}],"doi":"10.1186/s12651-022-00319-2","date_updated":"2022-08-30T07:37:57Z","publication_status":"published","publication_identifier":{"issn":["2510-5019","2510-5027"]},"department":[{"_id":"475"},{"_id":"200"},{"_id":"202"}],"title":"Modelling artificial intelligence in economics","type":"journal_article","year":"2022","citation":{"ieee":"T. Gries and W. Naudé, “Modelling artificial intelligence in economics,” Journal for Labour Market Research, vol. 56, no. 1, Art. no. 12, 2022, doi: 10.1186/s12651-022-00319-2.","short":"T. Gries, W. Naudé, Journal for Labour Market Research 56 (2022).","bibtex":"@article{Gries_Naudé_2022, title={Modelling artificial intelligence in economics}, volume={56}, DOI={10.1186/s12651-022-00319-2}, number={112}, journal={Journal for Labour Market Research}, publisher={Springer Science and Business Media LLC}, author={Gries, Thomas and Naudé, Wim}, year={2022} }","mla":"Gries, Thomas, and Wim Naudé. “Modelling Artificial Intelligence in Economics.” Journal for Labour Market Research, vol. 56, no. 1, 12, Springer Science and Business Media LLC, 2022, doi:10.1186/s12651-022-00319-2.","ama":"Gries T, Naudé W. Modelling artificial intelligence in economics. Journal for Labour Market Research. 2022;56(1). doi:10.1186/s12651-022-00319-2","apa":"Gries, T., & Naudé, W. (2022). Modelling artificial intelligence in economics. Journal for Labour Market Research, 56(1), Article 12. https://doi.org/10.1186/s12651-022-00319-2","chicago":"Gries, Thomas, and Wim Naudé. “Modelling Artificial Intelligence in Economics.” Journal for Labour Market Research 56, no. 1 (2022). https://doi.org/10.1186/s12651-022-00319-2."},"issue":"1","article_number":"12","intvolume":" 56","_id":"33220","date_created":"2022-08-29T06:43:37Z","status":"public","volume":56,"publication":"Journal for Labour Market Research","keyword":["General Medicine"],"publisher":"Springer Science and Business Media LLC","author":[{"first_name":"Thomas","full_name":"Gries, Thomas","last_name":"Gries","id":"186"},{"full_name":"Naudé, Wim","first_name":"Wim","last_name":"Naudé"}],"user_id":"135","abstract":[{"text":"AbstractWe provide a partial equilibrium model wherein AI provides abilities combined with human skills to provide an aggregate intermediate service good. We use the model to find that the extent of automation through AI will be greater if (a) the economy is relatively abundant in sophisticated programs and machine abilities compared to human skills; (b) the economy hosts a relatively large number of AI-providing firms and experts; and (c) the task-specific productivity of AI services is relatively high compared to the task-specific productivity of general labor and labor skills. We also illustrate that the contribution of AI to aggregate productive labor service depends not only on the amount of AI services available but on the endogenous number of automated tasks, the relative productivity of standard and IT-related labor, and the substitutability of tasks. These determinants also affect the income distribution between the two kinds of labor. We derive several empirical implications and identify possible future extensions.","lang":"eng"}]},{"date_updated":"2022-08-30T07:35:51Z","doi":"10.1080/1047840x.2022.2065128","language":[{"iso":"eng"}],"title":"The Market for Belief Systems: A Formal Model of Ideological Choice","department":[{"_id":"202"},{"_id":"200"},{"_id":"475"}],"publication_identifier":{"issn":["1047-840X","1532-7965"]},"publication_status":"published","intvolume":" 33","_id":"33219","issue":"2","page":"65-83","citation":{"short":"T. Gries, V. Müller, J.T. Jost, Psychological Inquiry 33 (2022) 65–83.","ieee":"T. Gries, V. Müller, and J. T. Jost, “The Market for Belief Systems: A Formal Model of Ideological Choice,” Psychological Inquiry, vol. 33, no. 2, pp. 65–83, 2022, doi: 10.1080/1047840x.2022.2065128.","apa":"Gries, T., Müller, V., & Jost, J. T. (2022). The Market for Belief Systems: A Formal Model of Ideological Choice. Psychological Inquiry, 33(2), 65–83. https://doi.org/10.1080/1047840x.2022.2065128","ama":"Gries T, Müller V, Jost JT. The Market for Belief Systems: A Formal Model of Ideological Choice. Psychological Inquiry. 2022;33(2):65-83. doi:10.1080/1047840x.2022.2065128","chicago":"Gries, Thomas, Veronika Müller, and John T. Jost. “The Market for Belief Systems: A Formal Model of Ideological Choice.” Psychological Inquiry 33, no. 2 (2022): 65–83. https://doi.org/10.1080/1047840x.2022.2065128.","bibtex":"@article{Gries_Müller_Jost_2022, title={The Market for Belief Systems: A Formal Model of Ideological Choice}, volume={33}, DOI={10.1080/1047840x.2022.2065128}, number={2}, journal={Psychological Inquiry}, publisher={Informa UK Limited}, author={Gries, Thomas and Müller, Veronika and Jost, John T.}, year={2022}, pages={65–83} }","mla":"Gries, Thomas, et al. “The Market for Belief Systems: A Formal Model of Ideological Choice.” Psychological Inquiry, vol. 33, no. 2, Informa UK Limited, 2022, pp. 65–83, doi:10.1080/1047840x.2022.2065128."},"year":"2022","type":"journal_article","user_id":"135","keyword":["General Psychology"],"publication":"Psychological Inquiry","publisher":"Informa UK Limited","author":[{"last_name":"Gries","id":"186","first_name":"Thomas","full_name":"Gries, Thomas"},{"first_name":"Veronika","full_name":"Müller, Veronika","last_name":"Müller"},{"last_name":"Jost","full_name":"Jost, John T.","first_name":"John T."}],"date_created":"2022-08-29T06:41:11Z","status":"public","volume":33},{"type":"dissertation","citation":{"bibtex":"@book{Endres-Fröhlich_2022, title={Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption}, DOI={10.17619/UNIPB/1-1581}, author={Endres-Fröhlich, Angelika Elfriede}, year={2022} }","mla":"Endres-Fröhlich, Angelika Elfriede. Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption. 2022, doi:10.17619/UNIPB/1-1581.","chicago":"Endres-Fröhlich, Angelika Elfriede. Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption, 2022. https://doi.org/10.17619/UNIPB/1-1581.","apa":"Endres-Fröhlich, A. E. (2022). Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption. https://doi.org/10.17619/UNIPB/1-1581","ama":"Endres-Fröhlich AE. Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption.; 2022. doi:10.17619/UNIPB/1-1581","ieee":"A. E. Endres-Fröhlich, Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption. 2022.","short":"A.E. Endres-Fröhlich, Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption, 2022."},"year":"2022","language":[{"iso":"eng"}],"supervisor":[{"id":"37339","last_name":"Hehenkamp","full_name":"Hehenkamp, Burkhard","first_name":"Burkhard"}],"date_updated":"2022-09-06T13:23:07Z","_id":"32856","doi":"10.17619/UNIPB/1-1581","author":[{"last_name":"Endres-Fröhlich","id":"48794","first_name":"Angelika Elfriede","full_name":"Endres-Fröhlich, Angelika Elfriede"}],"department":[{"_id":"280"}],"status":"public","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"_id":"7","name":"SFB 901 - A3: SFB 901 - Subproject A3"}],"date_created":"2022-08-16T12:30:02Z","title":"Essays on Industrial Organization and Networks: Retail Bundling, Exclusive Dealing, and Network Disruption","user_id":"15504"},{"issue":"10","article_number":"104026","intvolume":" 17","_id":"33692","citation":{"chicago":"Hoffmann, Christin, Julia Amelie Hoppe, and Niklas Ziemann. “Who Has the Future in Mind? Gender, Time Perspectives, and pro-Environmental Behaviour.” Environmental Research Letters 17, no. 10 (2022). https://doi.org/10.1088/1748-9326/ac9296.","ama":"Hoffmann C, Hoppe JA, Ziemann N. Who has the future in mind? Gender, time perspectives, and pro-environmental behaviour. Environmental Research Letters. 2022;17(10). doi:10.1088/1748-9326/ac9296","apa":"Hoffmann, C., Hoppe, J. A., & Ziemann, N. (2022). Who has the future in mind? Gender, time perspectives, and pro-environmental behaviour. Environmental Research Letters, 17(10), Article 104026. https://doi.org/10.1088/1748-9326/ac9296","bibtex":"@article{Hoffmann_Hoppe_Ziemann_2022, title={Who has the future in mind? Gender, time perspectives, and pro-environmental behaviour}, volume={17}, DOI={10.1088/1748-9326/ac9296}, number={10104026}, journal={Environmental Research Letters}, publisher={IOP Publishing}, author={Hoffmann, Christin and Hoppe, Julia Amelie and Ziemann, Niklas}, year={2022} }","mla":"Hoffmann, Christin, et al. “Who Has the Future in Mind? Gender, Time Perspectives, and pro-Environmental Behaviour.” Environmental Research Letters, vol. 17, no. 10, 104026, IOP Publishing, 2022, doi:10.1088/1748-9326/ac9296.","short":"C. Hoffmann, J.A. Hoppe, N. Ziemann, Environmental Research Letters 17 (2022).","ieee":"C. Hoffmann, J. A. Hoppe, and N. Ziemann, “Who has the future in mind? Gender, time perspectives, and pro-environmental behaviour,” Environmental Research Letters, vol. 17, no. 10, Art. no. 104026, 2022, doi: 10.1088/1748-9326/ac9296."},"year":"2022","type":"journal_article","user_id":"72497","abstract":[{"text":"Abstract\r\n An individual’s relation to time may be an important driver of pro-environmental behaviour. We studied whether young individual’s gender and time-orientation are associated with pro-environmental behaviour. In a controlled laboratory environment with students in Germany, participants earned money by performing a real-effort task and were then offered the opportunity to invest their money into an environmental project that supports climate protection. Afterwards, we controlled for their time-orientation. In this consequential behavioural setting, we find that males who scored higher on future-negative orientation showed significantly more pro-environmental behaviour compared to females who scored higher on future-negative orientation and males who scored lower on future-negative orientation. Interestingly, our results are completely reversed when it comes to past-positive orientation. These findings have practical implications regarding the most appropriate way to address individuals in order to achieve more pro-environmental behaviour.","lang":"eng"}],"status":"public","date_created":"2022-10-11T09:34:21Z","volume":17,"author":[{"full_name":"Hoffmann, Christin","first_name":"Christin","last_name":"Hoffmann"},{"full_name":"Hoppe, Julia Amelie","first_name":"Julia Amelie","id":"73093","last_name":"Hoppe"},{"last_name":"Ziemann","first_name":"Niklas","full_name":"Ziemann, Niklas"}],"publisher":"IOP Publishing","publication":"Environmental Research Letters","keyword":["Public Health","Environmental and Occupational Health","General Environmental Science","Renewable Energy","Sustainability and the Environment"],"doi":"10.1088/1748-9326/ac9296","date_updated":"2022-10-11T09:34:49Z","language":[{"iso":"eng"}],"title":"Who has the future in mind? Gender, time perspectives, and pro-environmental behaviour","publication_status":"published","publication_identifier":{"issn":["1748-9326"]},"department":[{"_id":"178"},{"_id":"184"}]}]