The 10 most recently published documents
Die (Re)produktion von Weiblichkeitskonstruktionen durch Werbung am Beispiel der Videospots Zalandos
(2018)
Die Bachelorarbeit untersucht mithilfe der Film- und Fernsehanalyse nach Lothar Mikos den Wer- bespot „Banküberfall“2 der Werbeagentur Jung von Matt für den deutschen Online-Versandhandel Zalando in Hinblick auf die Darstellungsweise von Weiblichkeit. Das Material wird daraufhin analysiert, welche Weiblichkeitskonstruktionen es liefert. Es soll erforscht werden, auf welche Praktiken, Mechanismen und Formen der Geschlechterherstellung zurückgegriffen wird, um Weiblichkeit als binäre Struktur zu inszenieren. Der Spot wird dabei im Kontext des vorausge- henden theoretischen Teils analysiert. Dieser stützt sich auf Judith Butlers Annahmen zum pro- zessualen Sein und Werden von Weiblichkeit. Es wird die These aufgestellt, dass der Zalando- Werbespot, indem er geschlechtsspezifisch agierende Figuren nutzt und Stereotype abbildet, die bereits vorgefertigten Bilder des Frauseins, sowie eine binäre Geschlechterordnung (re)produziert. Diese Annahme wird jedoch nach Lothar Mikos Methode ebenso auf Brüche und Ambivalenzen untersucht. Das Ziel der Arbeit mündet darin aufzuzeigen, durch welche diskursiven, verbalen, sowie nonverbalen Verfahren Weiblichkeit erst als übergreifendes Gesellschaftskonstrukt und später als konkretes Konstrukt im Werbespot hergestellt wird. Das Aufzeigen einer greifbaren Weiblichkeitsvorstellung in der Reklame soll exemplarisch dafür stehen, wie standhaft sich be- stimmte Vorstellungen über die Frau auch heutzutage noch in der Gesellschaft, den Medien und der Werbung halten. Das Thema eröffnet sich dabei als Forschungslücke, da nur wenige Ausei- nandersetzungen mit Diskursen um die mediale (Re)produktion des weiblichen Geschlechts in der postmodernen Zeit existieren.
Kompetenz und Performanz von (angehenden) Lehrkräften im Bereich Deutsch als Zweitsprache (DaZ)
(2021)
Die Forderung nach sprachbildendem Fachunterricht ist aktueller denn je. Deshalb stellt sich die Frage, welche Kompetenzen (Fach-) Lehrkräfte benötigen, um dies leisten zu können und wie sie diese in ihrer Aus- und Weiterbildung erwerben können (Baumann, 2017; Köker, 2018). Zwar gibt es Empfehlungen für die Lehrkräftebildung, jedoch ist die Ausbildungslandschaft im Bereich Deutsch als Zweitsprache (DaZ) deutschlandweit und universitätsabhängig sehr heterogen (Gantefort & Michalak, 2017). Um Aussagen über benötigte Kompetenzen treffen zu können, müssen diese messbar gemacht werden. Wissensfacetten im Bereich DaZ können mit einem Paper-Pencil-Test erfasst werden. Um Handlungsfacetten erfassen zu können, wird eine Testumgebung benötigt, die der Komplexität von Unterricht möglichst gerecht wird, weshalb sich Paper-Pencil-Tests dafür nicht eignen (Blömeke, König et al., 2015). Dem Kompetenz-als-Kontinuum-Modell (Blömeke, Gustafsson & Shavelson, 2015) folgend, widmet sich diese Arbeit der Entwicklung eines videobasierten Testinstruments mit einem mündlichen Antwortformat, um so performanznah DaZ-Kompetenz zu erfassen. Folgende Forschungsfragen werden in dieser Dissertation untersucht:
1.) Inwieweit können eine ausreichende psychometrische Qualität und eine dimensionale Struktur des Testinstruments festgestellt werden?
2.) Inwieweit kann performanznahe DaZ-Kompetenz bei (angehenden) Lehrkräften festgestellt werden?
3.) Wie hängen individuelle und akademische Hintergrunddaten der Proband*innen, DaZ-bezogene Lerngelegenheiten, Überzeugungen zu sprachlich-kultureller Heterogenität in Schule und Unterricht oder Persönlichkeitsmerkmale mit performanznaher DaZ-Kompetenz zusammen?
Das Rahmenpapier bettet die vier Artikel in den übergeordneten theoretischen Kontext ein, diskutiert die Ergebnisse und leitet abschließend Empfehlungen für weitere Forschung und für die Lehrkräftebildung ab.
Die Digitalisierung ermöglicht es, die Anwendung von Scoring Systemen auf verschiedene Lebensbereiche auszuweiten und Verhalten von Kunden und Konsumenten vorherzusagen und zu steuern. Gezielt eingesetzte Incentives, die an einen bestimmten Score geknüpft sind, werden häufig genutzt, um das gewünschte Verhalten zu erreichen. Um die Erkenntnisse zur Wahrnehmung von Scoring Systemen zu erweitern, wurde in dieser Studie die Einstellung zu Scoring Systemen erfasst und untersucht, inwieweit potenzielle individuelle und funktionelle Einflussfaktoren auf die Einstellung wirken. Dafür wurde eine Online Umfrage mit 125 Teilnehmenden aus Deutschland umgesetzt. Zu Erfassung der Einstellung wurde je ein Scoring Szenario inklusive Incentives für die Bereiche Gesundheit, Mobilität und Finanzen konstruiert, dass die Teilnehmenden bewerten sollten. Die Incentives wurden als funktionelle Faktoren zusammengefasst und es wurde vermutet, dass sie die Einstellung zu Scoring beeinflussen. Als individuelle Faktoren wurden einmal die Selbsteinschätzung Scoring-relevanten Verhaltens festgelegt und einmal die Persönlichkeitsvariable Narzissmus. Es wurde davon ausgegangen, dass beide Variablen einen Einfluss auf die Einstellung haben und einen positiven Zusammenhang aufweisen. Bei der Überprüfung der Hypothesen zeigte sich, dass sowohl die Incentives als auch die Selbsteinschätzung einen signifikanten Einfluss auf die Einstellung zu Scoring haben. Für den Einfluss von Narzissmus konnten keine signifikanten Ergebnisse gefunden werden. Für die Faktoren Alter, Geschlecht und Erfahrung mit Scoring wurde ebenfalls ein Einfluss vermutet, weshalb eine zusätzliche explorative Analyse für diese Faktoren durchgeführt wurde, bei der allerdings keine signifikanten Ergebnisse zustande kamen. Des Weiteren zeigte sich, dass Scoring auch über verschiedene Szenarien hinweg insgesamt als eher negativ bewertet wird. Die eingesetzten Incentives wurden ebenfalls als negativ bewertet. Die vorliegende Arbeit trägt damit dazu bei, die Einstellungsforschung zu Scoring zu erweitern und die genutzte Szenarien-Methode zu verbessern. Die Ergebnisse der Arbeit legen nahe, dass Scoring Systeme, die an die Praxis des Social Scorings angelehnt sind, auf gewisse Ablehnung treffen. Diese Einstellung ist jedoch sowohl durch den funktionellen Aufbau des Scoring Systems als auch durch die internen Faktoren einer Person bis zu einem gewissen Grad beeinflussbar. Mit Hinblick auf verschiedene Limitationen, können die Ergebnisse der Studie nur mit Vorsicht interpretiert werden und weiterführende Forschung zu den Studieninhalten ist notwendig.
Schlüsselwörter: Social Scoring, Einstellung, Incentives, Verstärker
This cumulative dissertation investigates food policy councils (FPCs) as potential levers for sustainability transformation. The four research papers included here on this recent phenomenon in Germany present new insights regarding the process of FPCs’ emergence (Emergence paper), the legal conditions which affect their establishment (Legal paper), the different roles of FPCs in policy-making processes (Roles paper) and FPCs’ potential to democratise the food system (Food democracy paper).
Drawing on and contextualizing the results of the four individual studies, the framework paper uses the leverage points concept originally developed by Meadows (1999) and adopted by Abson et al. (2016) as a lens to discuss FPCs’ potential as levers for sustainability transformation. This conceptual background includes three so-called realms of leverage, which are considered to be of particular importance in transformational, solution-oriented sustainability science: first, the change, stability and learning in institutions (re-structure), second, the interactions between people and nature (re-connect) and third, the ways in which knowledge is produced and used (re-think). Framing the findings of the four research papers in terms of these three realms, the framework paper shows that FPCs could serve as cross realm levers, i.e. as interventions that simultaneously address knowledge production, institutional reform and human-nature interactions.
The dissertation consists of three scientific papers and a synopsis. The synopsis addresses the relevance of the dissertation and lists the key factors for the sustainability transition in the electricity system as a common denominator of the three papers.
The relevance of the dissertation results, on the one hand, from the urgency of the sustainability transition in the electricity system and an insufficient transition willingness of the eastern European Member States. On the other hand, the Multi-Level-Perspective as one of the most important scientific frameworks to grasp transitions does not provide a sufficient explanation of its mechanisms. Moreover, Demand Response aggregators as new enterprises on the European electricity market and potential reform initiators are still under researched. The following key factors for the sustainability transition of the electricity system have been identified: supply security concerns, Europeanisation, policy making and the dominance of short-term oriented economic evaluation.
Paper 1
The underlying factors in the uptake of electricity demand response: The case of Poland
Author: Katarzyna Ewa Rollert
Published: Utilities Policy, Volume 54, October 2018, 11-21, https://doi.org/10.1016/j.jup.2018.07.002
Demand response (DR) is considered crucial for a more reliable, sustainable, and efficient electricity system. Nevertheless, DR’s potential still remains largely untapped in Europe. This study sheds light on the roots of this problem in the context of Poland. It suggests that unfavorable regulation is symptomatic of the real, underlying barriers. In Poland, these barriers are coal dependence and political influence on energy enterprises. As main drivers, supply security concerns, EU regulatory pressure, and a positive cost-benefit profile of DR in comparison to alternatives, are revealed. A conceptual model of DR uptake in electricity systems is proposed.
Paper 2
Gaining legitimacy for sustainability transition: A social mechanisms approach
Authors: Ursula Weisenfeld and Katarzyna Ewa Rollert
Review and re-submit: Environmental Innovation and Societal Transitions / August 2021
Applying a social mechanisms approach to the Multi-Level Perspective, we conceptualize mechanisms of socio-technical transitions and of gaining legitimacy for transitions as co-evolutionary drivers and outcomes. Situational, action-formational, and transformational mechanisms that operate as drivers of change in a socio-technical transition require corresponding framing and framing contests to achieve legitimacy for that transition. We illustrate our conceptual insight with the case of the coal dependent Polish electricity system.
Paper 3
Demand response aggregators as institutional entrepreneurs in the European electricity market
Author: Katarzyna Ewa Rollert
Under review: Journal of Cleaner Production / August 2021
Demand Response (DR) aggregators act as intermediaries between electricity customers and network operators to tap the potential of the demand-based flexibility. This qualitative study reveals DR aggregators as institutional entrepreneurs that struggle to reform the still largely supply-oriented European electricity market. Unfavourable regulation, low value of flexibility, resource constraints, complexity, and customer acquisition are the key challenges DR aggregators face. To overcome them they apply a combination of strategies: lobbying, market education, technological proficiency, and upscaling the business. The study highlights DR aggregation as an architectural innovation that alters the interplay between key actors of the electricity system and provides policy recommendations including the necessity to assess the real value of DR in comparison to other flexibility sources by taking all externalities into account, a technology-neutral approach to market design and the need for simplification of DR programmes, and common standards to reduce complexity and uncertainty for DR providers.
This dissertation, entitled “How to Embed Sustainability in the Core of Higher Education Institutions: Drivers of, Barriers to, & Patterns behind the Implementation Processes of Sustainability Curricula – Insights from a Quantitative Meta-Study with Data from around the Globe,” addresses the question of how sustainability curricula1 can be implemented and established in higher education institutions2. This research question is based on the assumption that sustainable development requires new ways of thinking and acting in the world. Accordingly, universities – as hubs for knowledge generation, innovation, and education – provide a central leverage point for sustainably developing society at large. Therefore, the institutionalization of sustainability curricula is not only socially demanded, but also stipulated in numerous political statements from the international community (e.g., those of the UN and UNESCO) and operationalized via Sustainable Development Goal No. 4: “Quality Education”. Previous findings on how such implementation can be successful and what factors support or inhibit the process have come primarily through case studies of individual higher education institutions. These studies provide important insights but have been largely descriptive rather than analytical and leave open questions about the generalizability of their findings – for example, the extent to which other universities can be guided by the experiences of the respective higher education institutions. The present dissertation addresses this research gap. Through a meta-study (i.e., an analytical comparison of existing case studies), generalizable findings on the implementation processes of sustainability curricula are explored. In the first step, a case universe was collected in order to provide a database for deeper analyses. In two further analysis steps that built on the case universe from Step 1, certain factors that promote or inhibit the implementation of sustainability curricula (Step 2) and specific implementation patterns (Step 3) were examined. The following paragraphs provide greater details and an overview of the respective findings. In the first step, a database of peer-reviewed English-language case studies from around the globe that report on such processes was created. A total of 230 case studies were identified, 133 of which focus on the implementation processes of sustainability curricula.3 A bibliometric analysis of the 230 case studies revealed that this field of research is growing, although the discourse is primarily dominated by authors from North America, Europe, Oceania, and Asia, with South America and Africa being underrepresented. In addition, a citation analysis demonstrated that some universities incorporate findings from other countries whereas other universities act in isolation. This observation leaves open the question of the extent to which universities learn from one another in order to advance the implementation of sustainability curricula. In the second step of the analysis, the qualitative data of the collected case studies (sample of 133 case studies) were compared using the case survey method, which is a specific type of a meta-1 Sustainability curricula include courses, programs, and certificates from all fields of study that deal in some form with sustainability topics. For a more-detailed discussion of what education for sustainable development (ESD) entails, see Section Error! Reference source not found..
2 Higher education institutions (HEIs) include universities, universities of applied sciences, and other institutions that offer at least a bachelor’s degree.
3 A detailed explanation of the case sample and subsamples can be found in Section Error! Reference source not found..
analysis. The focus of the comparison lay on the drivers of and barriers to the processes of sustainability curriculum implementation at higher education institutions. Driving- and inhibiting factors have been thoroughly examined theoretically in the discourse on education for sustainable development (ESD), especially those pertaining to higher education institutions. However, no large body of data has yet been created to empirically test these hypotheses. The present meta-study found that the following factors lead to the deep-rooted and comprehensive establishment of sustainability curricula: strong leadership support; the establishment of sustainability curricula in the areas of education, research, campus operations, and outreach activities; formal participation of internal (including students) and external stakeholders; and engagement by sustainability champions (change agents), who are often the first to implement sustainability curricula and can face strong resistance. Other enabling factors include strategic planning, coordination, communication, having a vision, external political influence, the presence of a window of opportunity (e.g., an environmental disaster, a change in presidency), and the availability of interdisciplinary meeting spaces. On the other hand, the strongest cited barriers to the implantation of sustainability curricula were found to be the lack of interdisciplinary meeting spaces, the lack of a vision, the lack of incentives, the lack of resources, an overly full curriculum, and an unsupportive / overly bureaucratic organizational structure. The third step of the analysis also built on data from the 133 case studies and explored whether certain types or patterns of implementation processes occur. Through the analysis, six implementation patterns were identified that share similar driving- and inhibiting factors. The respective interplay between factors leads to various degrees of sustainability curriculum implementation in terms of how deeply rooted and comprehensive this implementation is. As discussed in greater detail below, in descending order of the level of achieved deep-rooted change, these patterns are (1) a collaborative paradigm shift, (2) bottom-up institutional change, (3) top-down institutional change, (4) the presence of many barriers that hinder institutional change, (5) externally driven initiatives, and (6) initiatives that are scattered due to a lack of coordination. Across all patterns, two phases could be identified: First, the impetus to implement ESD may be initiated not only by internal actors, but also by external ones. This initiation can take hold from the “bottom-up” (i.e., by students or faculty), from the “top-down” (i.e., at the presidential level), or in both directions simultaneously. The following key factors appear to be important in driving the initial implementation forward: a culture of open communication between all stakeholders in which feedback and reflection are welcome and even actively solicited, the development of a shared understanding and vision that further create a sense of ownership and long-term success, a high level of collaboration among all stakeholders, and existing initiatives that lead to knowledge sharing and other resources. In this regard, informal collaboration and cooperation can partially compensate for a lack of presidential-level support and/or a formal communication structure. Furthermore, developing a strategy with individual steps and shared responsibility leads to more-successful implementation of ESD at higher education institutions. The presented findings add a complementary empirical perspective to the discourse on the establishment of ESD at higher education institutions. First, the case studies that specifically address the implementation processes of sustainability curricula are reviewed and analyzed here for the first time as part of a research landscape. This research landscape reveals where research on such implementation processes has been or is being conducted. On this basis, both researchers and funders can reflect on the status quo and plan further research- or funding endeavors. Second, this dissertation offers the opportunity to compare a multitude of individual case studies and thus to develop new and generalizable insights into the implementation of sustainability curricula. The empirical analysis uses 133 case studies to identify key factors that promote or inhibit the implementation of sustainability curricula and to add a complementary perspective to the discourse, which has thus far been dominated by theoretical considerations and individual case studies. The analysis thereby offers a new perspective on generalizable influencing factors that appear to be important across different contexts. Thus far, specific patterns of implementation processes have been infrequently studied, and with few datasets. This dissertation analyzes the complex interplay between over 100 variables and provides one of the first research attempts at better understanding the processes that lead to the deep-rooted and comprehensive implementation of sustainability curricula. Internal and external practitioners of higher education institutions can find examples and evidence that can be useful in planning the next steps of their sustainability curriculum implementation. In the future, higher education institutions will play an even greater role in the journey toward sustainable development. This dissertation offers generalizable empirical findings on how universities can succeed in recognizing their own responsibility to that end and in realizing this transformation through the implementation of ESD.
TIME for REFL-ACTION: Interpersonal competence development in projectbased sustainability courses
(2021)
This dissertation investigates interpersonal competence development in project-based sustainability courses. Visions of a sustainable, safe, and just future cannot be reached by one individual alone. Thus, future change agents need to be able to collaborate and engage with stakeholders, to approach the manifold crises, challenges, problems, and conflicts we are facing together, and to promote and push forward sustainability transitions and transformations. Therefore, this research investigates three project-based sustainability graduate courses by comparing and contrasting teaching and learning outcomes, processes, and environments. A comparative case study approach using a Grounded Theory-inspired research design which triangulates several qualitative methods and perspectives is applied to allow for generalizable insights. Thereby, this dissertation provides empirically-informed insights which are further discussed in relation to selected teaching and learning theories. This leads, first, to a discussion of practical implications within (and beyond) sustainability higher education; and second, provides a theoretical foundation for interpersonal competence development in project-based learning settings – so that educating future change agents can gain momentum.
Findings of this research show that embracing conflicts when they occur (i.e. before they provoke cascading effects in the form of further conflicts down-the-road) is an effective strategy to help further develop interpersonal competence. This requires a conflict-embracing attitude. Attitude, in general, seems to be key in interpersonal competence and competence development overall. Self-reflection, if not explicitly required by outside influences (such as instructors), arises naturally from a self-reflective attitude, and is shown to provide the basis for developing interpersonal competence. This research introduces the term ‘Refl-Action’ which stresses the importance of pairing ‘learning by doing’ (as is often the focus in project-based learning settings) with conscious moments of ‘reflecting about the doing’.
More specifically, the research presented here identified four learning processes for interpersonal competence development: receiving input, experiencing, reflecting, and experimenting. Based on the empirical data, when the four processes are purposefully combined, following a meaningful sequence attitudes, knowledge, and skills in collaborative teamwork and impactful stakeholder engagement, are fostered (two facets of interpersonal competence). Each of the four learning processes is set in motion through various interactions students engage in during project-based sustainability courses: student-student (labeled ‘peer’), student-instructor (labeled ‘deliberate’), student-stakeholder (labeled ‘professional’), and student-mentor (labeled ‘supportive’) interactions. When these interactions are made explicit subjects of inquiry – i.e. the (inter-)action is linked with (self-)reflection – different learning processes complement one another: Interpersonal competence facets (collaborative teamwork and impactful stakeholder engagement) and domains (attitudes, knowledge, skills) are fostered. While, overall, interactions, processes, and conflicts have been identified as supportive for interpersonal competence development, trust has emerged as another variable inviting further investigation.
The findings of this thesis can be useful not only to support more conscious course design and facilitation, but should also be taken into consideration in other project-based (sustainability) settings. Both, sustainability novices and experts are regularly required to engage in teams and with stakeholders. Applying a conflict-embracing and self-reflective attitude allows to actively deal with differences encountered where diverse people interact, and to move forward on sustainability problems and visions in collaboration.
„Einfachheit“ gehört zu den maßgeblichen Begriffen, mit denen in der Kunst-, Kultur- und Literaturgeschichte unterschiedliche Wertzuschreibungen einhergehen. Seit Ende des 20. Jahrhundert setzt sich nebenher ein globalisierter Lifestyle durch, der mit geschickten
Werbetriggern eine „Sehnsucht nach Einfachheit“ weckt und hohe Erwartungen an das Ideal der Komplexitätsbewältigung knüpft. Das damit einhergehende breite Funktionalisierungspotential wird hier aufgegriffen, um den neuen Fragen nachzugehen, warum die Einfachheit einen bemerkenswerten Erfolg in der deutschsprachigen Gegenwartsliteratur feiert und was uns vergleichbare Bewegungen in Architektur, Design und den visuellen Künsten über den aktuellen Ruf nach Einfachheit erzählen. Am Beispiel des erzählerischen Werks von Judith Hermann, Peter Stamm und Robert Seethaler wird erstmalig
gefragt, mit welcher Intention und Qualität sich die Einfachheit in den Texten dieser Autoren formiert und ob es sich bei der Kunst der erzählerischen Reduktion um ein spezifisch für die Gegenwart relevantes Konzept handelt. Die Studie leistet damit einen wesentlichen Beitrag zu der noch ausstehenden literaturwissenschaftlichen Systematisierung einer „Ästhetik der
Einfachheit“.
„Die Haide kam in Mode. Es regnete Menschen, es hagelte Volk.“ Lange vor dieser Erfahrung wurde die Lüneburger Heide in Reiseberichten bis zum Ende des 18. Jahrhunderts als karge Wüste beschrieben, vor allem wegen der ungünstigen Infrastruktur. Etwas später hingegen, während der Romantik und im Zuge der Heimatbewegung, wurde sie als beschauliches, schützenswertes Idyll und Schönheit geschätzt. Das Bild der Lüneburger Heide hat sich also im Laufe der Zeit gewandelt. Um die Jahrhundertwende zum 20. Jahrhundert geriet die Lüneburger Heide zum ersten Mal in den Fokus der Touristen, was den bekanntesten Heidedichter Hermann Löns 1923 zur oben zitierten Aussage brachte. Gleichzeitig kamen die ersten Reiseführer den Bedürfnissen der stetig wachsenden Anzahl Touristen nach. Heutzutage steht das Gebiet für vielfältige Erlebnismöglichkeiten und kommerzialisierten Massenandrang zur Heideblüte.
Mental health is an important factor in an individuals’ life - more than 300 million individuals suffered from depression in 2015. Online-based interventions have been developed for the treatment of various mental disorders. These types of interventions
have proven their efficacy and can lead to positive outcomes for suffering patients. During these interventions, a large amount of patient-specific data is gathered that can be utilized to increase treatment outcomes by informing decision-making processes of psychotherapists, experts in the field, and patients.
The articles included in this dissertation focus on the analysis of such data collected in digital psychological treatments by using machine learning approaches. This dissertation utilizes various machine learning methods such as Bayesian models, regularization techniques, or decision trees to predict different psychological factors, such as mood or self-esteem, dropout of patients, or treatment outcomes and costs. These models are evaluated using a variety of performance metrics, for example, receiver operating characteristics curve, root mean square error, or specialized performance metrics for Bayesian inference. These types of analyses can support decision- making for psychologists and patients, which can, in turn, lead to better recommendations and subsequently to increased outcomes for patients and simultaneously more insight about the interplay between psychological factors. The contribution of this interdisciplinary dissertation is manifold and can be classified at the intersection of Information Systems, health economics, and psychology. The analysis of user journey data has not yet been fully examined in the field of psychological research. A process for this endeavor is developed and a technical implementation is provided for the research community. The application of machine learning in this context is still in its infancy. Thus, another contribution is the exploration and application of machine learning techniques for the revelation of correlations between psychological factors or characteristics and treatment outcomes as well as their prediction. Additionally, economic factors are predicted to develop a process for treatment type recommendations. This approach can be utilized for finding the optimal treatment type for patients on an individual level considering predicted treatment outcomes and costs. By evaluating the predictive accuracy of multiple machine learning techniques based on various performance metrics, the importance of considering heterogeneity among patients’ behavior and affect is highlighted in some articles. Furthermore, the potential of machine learning-based decision support systems in clinical practice has been examined from a psychotherapists’ point of view.
