@inproceedings{55308,
  abstract     = {{Established companies are undertaking major transformation initiatives of their corporate structures and organisational forms to cope with the complexity during the engineering of cyber-physical production systems (CPPS). A frequently discussed issue is the measurability of this transformation progress. This paper conducts a systematic literature analysis of approaches regarding measurability of transformation and evaluates their application in the context of a systems engineering transformation. Measure-ment criteria are derived from the identified approaches, categorised, and finally evaluated by industry experts regarding their applicability. The categorised measurement criteria can be used to accurately measure the progress of a transformation process.}},
  author       = {{Gräßler, Iris and Grewe, Benedikt}},
  keywords     = {{Organizational Transformation, Systems Engineering, Meausrement, Metrics, Organizational Change}},
  location     = {{Ischia, Italy}},
  title        = {{{Measuring Systems Engineering Transformation: A systematic literature review}}},
  doi          = {{https://doi.org/10.1016/j.procir.2026.01.202}},
  year         = {{2026}},
}

@article{58473,
  abstract     = {{Using a large unique longitudinal survey data set from Germany covering more than 5,000 households, we analyze stated intentions and actual implementations of both flood-proofing and heat stress reduction measures to assess the intention behavior gap (IBG) in climate change adaptation. Our results do not only reveal a substantial IBG for most stated intentions, but also show their limits in serving as a good predictor for realized actions later. Moreover, the IBG itself can hardly be explained by observable household data characteristics. While we do find some similarities in explanatory variables affecting both intentions and implementations, these variables provide only little insights into the actual levels of implemented actions. In line with regret theory, the IBG in our data can be partly explained by anticipated regret caused by a feeling of having invested in vain in cases where adaptation measures are installed, but extreme weather events do not occur for the time being. Our results are informative for adaptation-related communication campaigns and public policy interventions, especially in the aftermath of natural disasters.}},
  author       = {{Osberghaus, Daniel and Botzen, Wouter and Kesternich, Martin}},
  journal      = {{Ecological Economics }},
  keywords     = {{Intention-behavior gap, Adaptation, Climate Change, Flooding, Heat}},
  title        = {{{The intention-behavior gap in climate change adaptation: Evidence from longitudinal survey data}}},
  year         = {{2025}},
}

@article{47093,
  abstract     = {{We experimentally test a theoretically promising amendment to the ratchet-up mechanism of the Paris Agreement. The ratchet-up mechanism prescribes that parties’ commitments to the global response to climate change cannot decrease over time, and our results show that its effect is detrimental. We design a public goods game to study whether cooperation is promoted by an amendment to the mechanism that stipulates that all agents must contribute at least a collectively chosen minimum based on the principle of the lowest common denominator. We find that binding collective minimum contributions improve the effectiveness of the ratchet-up mechanism. Non-binding minimum contributions, by contrast, do not encourage cooperation. Our data indicate that the difference is attributable to conditional cooperative dynamics. If other participants contribute less than the collective minimum contribution, even initially cooperative participants start to negatively reciprocate this form of non-compliance by contributing less.}},
  author       = {{Alt, Marius and Kesternich, Martin and Gallier, Carlo and Sturm, Bodo}},
  issn         = {{1556-5068}},
  journal      = {{Journal of Environmental Economics and Management}},
  keywords     = {{global public goods, climate change, institutions, ratchet-up mechanism, minimum contributions, laboratory experiment}},
  title        = {{{Collective Minimum Contributions to Counteract the Ratchet Effect in the Voluntary Provision of Public Goods}}},
  doi          = {{10.2139/ssrn.4288327}},
  year         = {{2023}},
}

@article{45604,
  author       = {{Steinhardt, Isabel and Mauermeister, Sylvi and Schmidt, Rebecca}},
  issn         = {{0023-8333}},
  journal      = {{Language Learning}},
  keywords     = {{Open Science, Open Science Practices, Cultural Change}},
  publisher    = {{Wiley}},
  title        = {{{Open Research Practices and Cultural Change: A Commentary on “(Why) Are Open Research Practices the Future for the Study of Language Learning?”}}},
  doi          = {{10.1111/lang.12583}},
  year         = {{2023}},
}

@article{35202,
  abstract     = {{Purpose: This study aims at investigating how digitalisation (in the sense of industry 4.0) has changed the work of farmers and how they experience the changes from more traditional work to digitalised agriculture. It also investigates what knowledge farmers require on digitalised farms and how they acquire it. Dairy farming was used as domain of investigation since it, unlike other industries, has strongly been affected by digitalisation throughout the last years.

Method: Exploratory interviews with 10 livestock farmers working on digitalised dairy farms were analysed using qualitative content analysis. A deductive and inductive coding strategy was used. 

Findings: Farming work has changed from more manual tasks towards symbol manipulation and data processing. Farmers must be able to use computers and other digital devices to retrieve and analyse sensor data that allow them to monitor and control the processes on their farm. For this new kind of work, farmers require elaborated mental models that link traditional farming knowledge with knowledge about digital systems, including a strong understanding of production processes underlying their farm. Learning is mostly based on instructions offered by manufacturers of the new technology as well as informal and non-formal learning modes. Even younger farmers report that digital technology was not sufficiently covered in their (vocational) degrees. In general, farmers emphasises the positive effects of digitalisation both on their working as well as private life. 

Conclusions: Farmers should be aware of the opportunities as well as the potential drawbacks of the digitalisation of work processes in agriculture. Providers of agricultural education (like vocational schools or training institutes) need to incorporate the knowledge and skills required to work in digitalised environments (e.g., data literacy) in their syllabi. Further studies are required to assess how digitalisation changes farming practices and what knowledge as well as skills linked to these developments are required in the future.}},
  author       = {{Goller, Michael and Caruso, Carina and Harteis, Christian}},
  issn         = {{2197-8646}},
  journal      = {{International Journal for Research in Vocational Education and Training}},
  keywords     = {{Work-Based Learning, Organisational Change, Digital Competences, Qualitative Research, Digitalisation, Farming, Dairy, VET, Vocational Education and Training}},
  number       = {{2}},
  pages        = {{208–223}},
  title        = {{{Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers}}},
  doi          = {{10.13152/IJRVET.8.2.4.}},
  volume       = {{8}},
  year         = {{2021}},
}

@inbook{35464,
  abstract     = {{The digital transformation of organizations in the industrial sector is primarily driven by the opportunity to increase productivity while simultaneously reducing costs through integration into a cyber-physical system. One way to fully tap the potential of a cyber-physical system is the concept of the digital twin, i.e., the real-time digital representation of machines and resources involved – including human resources. The vision of representing humans by digital twins primarily aims at increasing economic benefits. The digital twin of a human, however, cannot be designed in a similar way to that of a machine. The human digital twin shall rather enable humans to act within the cyber-physical system. It therefore offers humans a power of control and the opportunity to provide feedback. The concept of the digital twin is still in its infancy and raises many questions in particular from an educational perspective. The contribution aims at answering the following questions and refers to the example of team learning: Which and how much data should and may the digital twin contain in order to support humans in their learning? To what extent will humans be able to control and design their own learning? How may skills, experiences, and social interactions of humans be represented in the digital twin; their growth and further development, respectively? With cyber-physical systems transcending corporate, national, and legal boundaries, what learning culture will be the frame of reference for the involved organizations?}},
  author       = {{Berisha-Gawlowski,  Angelina and Caruso, Carina and Harteis, Christian}},
  booktitle    = {{Digital Transformation of Learning Organizations  }},
  editor       = {{Ifenthaler, Dirk and Hofhues, Sandra and Egloffstein, Marc and Helbig, Christian}},
  isbn         = {{978-3-030-55877-2}},
  keywords     = {{Digital twin, Learning organization, Change, Team learning, Professional development}},
  pages        = {{ 95–114}},
  publisher    = {{Springer}},
  title        = {{{The Concept of a Digital Twin and Its Potential for Learning Organizations}}},
  doi          = {{10.1007/978-3-030-55878-9_6}},
  year         = {{2021}},
}

@article{37155,
  abstract     = {{Artificial intelligence (AI) has moved beyond the planning phase in many organisations and it is often accompanied by uncertainties and fears of job loss among employees. It is crucial to manage employees{\textquoteright} attitudes towards the deployment of an AI-based technology effectively and counteract possible resistance behaviour. We present lessons learned from an industry case where we conducted interviews with affected employees. We evaluated our results with managers across industries and found that that the deployment of AI-based technologies does not differ from other IT, but that the change is perceived differently due to misguided expectations. }},
  author       = {{Stieglitz, Stefan and Möllmann (Frick), Nicholas R. J. and Mirbabaie, Milad and Hofeditz, Lennart and Ross, Björn}},
  issn         = {{1477-9064}},
  journal      = {{International Journal of Management Practice}},
  keywords     = {{Artificial Intelligence, Change Management, Resistance, AI-Driven Change, AI Deployment, AI Perception}},
  publisher    = {{Inderscience}},
  title        = {{{Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality}}},
  year         = {{2021}},
}

@inproceedings{24280,
  abstract     = {{Challenges in decisions on technical changes are the lack of knowledge about the expected impact and change propagation. Currently, no literature study contains a systematic differentiation and evaluation of existing approaches, which is a prerequisite for practitioners to select a suitable approach. This research aims at defining differentiation criteria as well as generally applicable requirements for evaluation. A four-step approach is used: systematic literature review on approaches for impact analysis of engineering changes (1), categorization and prioritization of approaches based on reoccuring elements (2), derivation of context specific requirements for evaluation (3), and evaluation of approaches (4). The result indicates existing potential of object-oriented modeling approaches.}},
  author       = {{Gräßler, Iris and Wiechel, Dominik}},
  booktitle    = {{DS 111: Proceedings of the 32nd Symposium Design for X}},
  editor       = {{Krause, Dieter and Paetzold, Kristin and Wartzack, Sandro}},
  keywords     = {{Engineering Change Management, Impact Analysis, Engineering  Changes, Model-based Systems Engineering, Product Developmen}},
  location     = {{Tutzing}},
  title        = {{{Systematische Bewertung von Auswirkungsanalysen des Engineering Change Managements}}},
  doi          = {{10.35199/dfx2021.12}},
  year         = {{2021}},
}

@article{24973,
  abstract     = {{Die Frage, wie sich die Weiterentwicklung der Lehre an Hochschulen systematisch 
verankern lässt, erfährt mit dem Auslaufen von Förderprogrammen wie dem QPL 
erneute Aufmerksamkeit. Bislang fehlt es an einer kontextspezifischen Theorie, die 
lehrbezogenen Wandel an Hochschulen analysier- und gestaltbar macht. In jedem 
Fall sind Change-Konzepte aus dem betriebswirtschaftlichen Bereich nur sehr 
beschränkt auf Hochschulen übertragbar. Demgegenüber gibt neuere Forschung 
Hinweise darauf, welche Kernkategorien eine hochschulspezifische Change-
Theorie umfassen könnte. Darauf aufbauend schlägt der Beitrag zwei Konzepte als 
Kernkategorien einer Theorie lehrbezogenen Wandels an Hochschulen vor. }},
  author       = {{Jenert, Tobias}},
  journal      = {{Zeitschrift für Hochschulentwicklung}},
  keywords     = {{educational development, change management, educational innovation}},
  number       = {{4}},
  pages        = {{204--222.}},
  title        = {{{Überlegungen auf dem Weg zu einer Theorie lehrbezogenen Wandels an Hochschulen}}},
  doi          = {{10.3217/zfhe-15-04/12 }},
  volume       = {{15}},
  year         = {{2020}},
}

@article{35313,
  abstract     = {{The article discusses the explanatory power of conceptual change for research on workplace learning in digitalized workplaces. Interestingly, research on conceptual change is well-established within the area of science education but widely neglected within the broad area of workplace learning research. Digitalization of work establishes new quality of tasks and tools by integrating workers and machines into digital networks. Hence, conceptual change can be considered a core concept for identifying workers’ successful adaption to digital transformation. Therefore, conceptual change research in the area of workplace learning in digitalized workplaces is highly relevant. The article reflects upon reasons, explores the potential of conceptual change for understanding workplace learning in digitalized workplaces, and illustrates the argumentation by exemplarily referring to digitalized farming. Finally, the article provides suggestions for future research.}},
  author       = {{Harteis, Christian and Goller, Michael and Caruso, Carina}},
  journal      = {{Frontiers in Education}},
  keywords     = {{conceptual change, digitalization, workplace learning, professional development, agriculture}},
  number       = {{1}},
  title        = {{{Conceptual Change in the Face of Digitalization}}},
  doi          = {{10.3389/feduc.2020.00001}},
  volume       = {{5}},
  year         = {{2020}},
}

@inproceedings{23756,
  abstract     = {{Creativity is perceived to be one of the core competences to succeed in the modern world. It is
connected to art, music, dancing, etc., but there is just little insight into the role of creativity in
science. As data analysis plays a major role in science, creative thinking has to be used to form
theories out of observations. This study uses models-of-data to represent the mental model of
the students. Within models-of-data different observations and previous knowledge are linked
through different types of links, e.g. causal links. The goal of this study was to examine the
creative aspect of data evaluation in presence of anomalous data. The students were confronted
with two experiments which contradicted each other with regard to the underlying theory.
Afterwards the students were asked to decide about their favored theory and reasoning about
their choice in their lab reports. The model-of-data, which was reconstructed from the lab
reports of the students, was used to extract creative aspects in the mental modelling process.
Furthermore, a pre-post-questionnaire on epistemological beliefs of the students was
conducted. Students mostly acquired an unscientific view on epistemology in school. The
question was whether the confrontation with anomalous data and the triggering of creative
modelling processes have any influence on this.
The results show that most students did not take anomalous data into account in their modelling
processes. They did either not recognise or just ignore the data. Just a few students worked on
their theory because of the new, contradictory data. The students working on their theory
scored higher in the post-questionnaire, so a positive effect of creativity on scientific
epistemology can be assumed. Thus, creativity obviously gets a part of science and should be
taught in school science in order to make students aware of their own creative potential.}},
  author       = {{Pollmeier, Pascal and Fechner, Sabine}},
  booktitle    = {{The beauty and pleasure of understanding: engaging with contemporary challenges through science education. Electronic Proceedings of the ESERA 2019 Conference. }},
  editor       = {{Levrini, Olivia and Tasquir, Giulia and Kaya, Ebru and Vesterinen, Veli-Matti}},
  keywords     = {{epistemology, conceptual change, anomalous data}},
  location     = {{Bologna}},
  pages        = {{751--759}},
  publisher    = {{ALMA MATER STUDIORUM - University of Bologna}},
  title        = {{{Creativity in data analysis through confrontation with anomalous data}}},
  year         = {{2019}},
}

@article{4421,
  abstract     = {{In Switzerland, every student graduating from grammar school can begin to study at a university. This leads to high dropout rates. Although students’ motivation is considered a strong predictor of performance, the development of motivation during students’ transition from high school to university has rarely been investigated. Additionally, little is known about the relation of motivational aspects with other influences on study performance. The present longitudinal study addresses this research gap and examines the development of economics and management students’ study motivation. It encompasses four waves of data collected throughout the first year, using quantitative online surveys. In total, the sample consists of 820 students. Data is analysed using latent change modelling. Results indicate that students start at a higher level of intrinsic motivation compared to extrinsic motivation. The variability of the starting value of the two constructs is also differing. The analysis also shows a gradual decline in students’ motivation. Above all, the transition from secondary to higher education seems to be a driver for this decline.}},
  author       = {{Brahm, Taiga and Jenert, Tobias and Wagner, Dietrich}},
  issn         = {{0018-1560}},
  journal      = {{Higher Education}},
  keywords     = {{Transition to higher education, Motivation, Longitudinal study, Socio-cultural factors, Latent change model, Switzerland}},
  number       = {{3}},
  pages        = {{459--478}},
  publisher    = {{Springer Nature}},
  title        = {{{The crucial first year: a longitudinal study of students’ motivational development at a Swiss Business School}}},
  doi          = {{10.1007/s10734-016-0095-8}},
  volume       = {{73}},
  year         = {{2016}},
}

@article{43212,
  author       = {{Rodriguez Lopez, Juan Miguel and Engels, Anita and Knoll, Lisa}},
  issn         = {{1469-3062}},
  journal      = {{Climate Policy}},
  keywords     = {{Atmospheric Science, Environmental Science (miscellaneous), Global and Planetary Change, Management, Monitoring, Policy and Law}},
  number       = {{3}},
  pages        = {{346--360}},
  publisher    = {{Informa UK Limited}},
  title        = {{{Understanding carbon trading: Effects of delegating CO<sub>2</sub> responsibility on organizations’ trading behaviour}}},
  doi          = {{10.1080/14693062.2015.1119096}},
  volume       = {{17}},
  year         = {{2016}},
}

@inproceedings{9783,
  abstract     = {{To optimize the ultrasound irradiation for cavitation based ultrasound applications like sonochemistry or ultrasound cleaning, the correlation between cavitation intensity and the resulting effect on the process is of interest. Furthermore, changing conditions like temperature and pressure result in varying acoustic properties of the liquid. That might necessitate an adaption of the ultrasound irradiation. To detect such changes during operation, process monitoring is desired. Labor intensive processes, that might be carried out for several hours, also require process monitoring to increase their reliability by detection of changes or malfunctions during operation. In some applications cavitation detection and monitoring can be achieved by the application of sensors in the sound field. Though the application of sensors is possible, this necessitates modifications on the system and the sensor might disturb the sound field. In other applications harsh, process conditions prohibit the application of sensors in the sound field. Therefore alternative techniques for cavitation detection and monitoring are desired. The applicability of an external microphone and a self-sensing ultrasound transducer for cavitation detection were experimentally investigated. Both methods were found to be suitable and easily applicable.}},
  author       = {{Bornmann, Peter and Hemsel, Tobias and Sextro, Walter and Maeda, Takafumi and Morita, Takeshi}},
  booktitle    = {{Ultrasonics Symposium (IUS), 2012 IEEE International}},
  issn         = {{1948-5719}},
  keywords     = {{cavitation, chemical reactors, microphones, process monitoring, reliability, ultrasonic applications, ultrasonic waves, acoustic properties, cavitation based ultrasound applications, cavitation intensity, change detection reliability, external microphone, malfunction detection reliability, nonperturbing cavitation detection, nonperturbing cavitation monitoring, process monitoring, self-sensing ultrasound transducer, sonochemical reactors, sonochemistry, ultrasound cleaning, ultrasound irradiation, Acoustics, Liquids, Monitoring, Sensors, Sonar equipment, Transducers, Ultrasonic imaging}},
  pages        = {{1141--1144}},
  title        = {{{Non-perturbing cavitation detection / monitoring in sonochemical reactors}}},
  doi          = {{10.1109/ULTSYM.2012.0284}},
  year         = {{2012}},
}

@article{6082,
  abstract     = {{When two targets are presented in rapid succession, the first target (T1) is usually identified, but the second target (T2) is often missed. A remarkable exception to this 'attentional blink' occurs when T2 immediately follows the first T1, at lag 1. It is then often spared but reported in the wrong order—that is, before T1. These order reversals have led to the hypothesis that 'lag 1 sparing' occurs because the two targets merge into a single episodic representation. Here, we report evidence consistent with an alternative theory: T2 receives more attention than T1, leading to prior entry into working memory. Two experiments showed that the more T2 performance exceeded that for T1, the more order reversals were made. Furthermore, precuing T1 led to a shift in performance benefits from T2 to T1 and to an equivalent reduction in order reversals. We conclude that it is not necessary to assume episodic integration to explain lag 1 sparing or the accompanying order reversals. (PsycINFO Dat}},
  author       = {{Olivers, Christian N. L. and Hilkenmeier, Frederic and Scharlau, Ingrid}},
  issn         = {{1943-3921}},
  journal      = {{Attention, Perception, & Psychophysics}},
  keywords     = {{attentional blink, order reversals, prior entry, working memory, visual attention, attentional performance, Adolescent, Adult, Attention, Attentional Blink, Color Perception, Cues, Discrimination (Psychology), Female, Humans, Male, Memory, Short-Term, Pattern Recognition, Visual, Psychophysics, Reaction Time, Reversal Learning, Sensory Gating, Serial Learning, Young Adult, Eyeblink Reflex, Stimulus Change, Stimulus Parameters, Visual Attention, Attentional Blink, Short Term Memory}},
  number       = {{1}},
  pages        = {{53 -- 67}},
  title        = {{{Prior entry explains order reversals in the attentional blink.}}},
  volume       = {{73}},
  year         = {{2011}},
}

@article{6067,
  abstract     = {{Implicit change detection demonstrates how the visual system can benefit from stored information that is not immediately available to conscious awareness. We investigated the role of motor action in this context. In the first two experiments, using a one-shot implicit change detection paradigm, participants responded to unperceived changes either with an action (jabbing the screen at the guessed location of a change) or with words (verbal report), and sat either 60 cm or 300 cm (with a laser pointer) away from the display. Our observers guessed the locations of changes at a reachable distance better with an action than with a verbal judgment. At 300 cm, beyond reach, the motor advantage disappeared. In experiment 3, this advantage was also unavailable when participants sat at a reachable distance but responded with hand-held laser pointers near their bodies. We conclude that a motor system specialized for real-time visually guided behavior has access to additional visual information. }},
  author       = {{Tseng, Philip and Tuennermann, Jan and Roker-Knight, Nancy and Winter, Dorina and Scharlau, Ingrid and Bridgeman, Bruce}},
  issn         = {{0301-0066}},
  journal      = {{Perception}},
  keywords     = {{implicit change detection, action perception, visual system, perceptual judgment, verbal fluency, Analysis of Variance, Awareness, Female, Humans, Male, Psychomotor Performance, Random Allocation, Reaction Time, Visual Perception, Visual Memory, Visual Stimulation, Implicit Memory, Judgment, Perceptual Discrimination}},
  number       = {{10}},
  pages        = {{1311 -- 1321}},
  title        = {{{Enhancing implicit change detection through action.}}},
  volume       = {{39}},
  year         = {{2010}},
}

