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See detailUtilizing Primary Study Quality in Meta-Analyses: A Step-by-Step Tutorial [Preprint]
Scherer, Ronny; Emslander, Valentin UL

E-print/Working paper (2023)

Evaluating the quality of primary studies is a key step in meta-analytic reviews to reduce the risk of bias and establish the validity of the meta-analytic inferences. However, the extant body of research ... [more ▼]

Evaluating the quality of primary studies is a key step in meta-analytic reviews to reduce the risk of bias and establish the validity of the meta-analytic inferences. However, the extant body of research offers little guidance on how to represent and incorporate primary study quality (PSQ) in meta-analyses, and some common procedures, such as creating sum scores from a set of quality indicators, often lack the backing from measurement models. Addressing these issues, we present a tutorial that guides meta-analysts in their analytic decisions and approaches to represent and incorporate PSQ. Specifically, we describe, review, and illustrate approaches to (a) select or create quality indicators or scores a priori or as part of the meta-analytic model; (b) examine the possible moderator effects of PSQ; and (c) test the sensitivity of moderator effects to PSQ. We illustrate these approaches with three examples and present a step-by-step tutorial with analytic code for researchers’ guidance. Overall, we argue for representing PSQ model-based if multiple quality indicators are available, the testing of moderator effects of PSQ on the effect sizes and their heterogeneity, and performing moderator sensitivity analyses. [less ▲]

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See detailUsing Emotions and Topics to Understand Online Misinformation
Chuai, Yuwei UL; Rossi, Arianna UL; Lenzini, Gabriele UL

in Web Engineering. ICWE 2023. Lecture Notes in Computer Science, vol 13893. Springer, Cham. (2023, June 16)

Misinformation has become one of the most pressing social issues in the twenty-first century. How the combinations of emotions and topics trigger the spread of misinformation, however, still remains to be ... [more ▼]

Misinformation has become one of the most pressing social issues in the twenty-first century. How the combinations of emotions and topics trigger the spread of misinformation, however, still remains to be revealed. This study comprehensively examines misinformation and its diffusion by correlating emotions and topics. First, we examine how specific emotions and topics are combined in misinformation. Second, we identify the effects of emotions and topics on the virality of misinformation. Finally, we further explore how to employ users’ topic preferences and emotion reactions to detect and analyze echo chambers in misinformation cascades. The findings can help construct a detailed and consistent understanding on misinformation diffusion in terms of emotions and topics. Potential practical implications are also provided to prevent the spread of misinformation online. [less ▲]

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See detailEnvironmental Policy and Equity Prices
Lehnert, Thorsten UL

Scientific Conference (2023, June 15)

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See detailHistory and the Paradoxes of Digitisation: A Global Perspective
Zaagsma, Gerben UL

Scientific Conference (2023, June 14)

History in the digital present currently faces a paradoxical situation. When seen from a global perspective, the current state of cultural heritage digitisation is highly uneven and inequities in access ... [more ▼]

History in the digital present currently faces a paradoxical situation. When seen from a global perspective, the current state of cultural heritage digitisation is highly uneven and inequities in access abound. Global North/South divisions play a key role, yet are neither immutable nor the sole explanation as the existence of digital Norths in the South and digital Souths in the North shows. Moreover, while postcolonial legacies can reinforce global power and knowledge assymetries and impact local heritage digitization efforts in adverse ways, digitization can also function as a means to address some of those legacies. This paper will discuss the global dimensions of the politics of digitisation with concrete examples from Europe and Africa. While doing so it will simultaneously ask how they feed into selection for digitisation processes and thereby shape “history in the digital present”. [less ▲]

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See detailThe Development of Flexible Problem-Solving: An Integrative Approach
Bobrowicz, Katarzyna UL; Thibaut, Jean-Pierre

in Journal of Intelligence (2023), 11(6), 1-33

Flexible problem solving, the ability to deal with currently goal-irrelevant information that may have been goal-relevant in previous, similar situations, plays a prominent role in cognitive development ... [more ▼]

Flexible problem solving, the ability to deal with currently goal-irrelevant information that may have been goal-relevant in previous, similar situations, plays a prominent role in cognitive development and has been repeatedly investigated in developmental research. However, this research, spanning from infancy to the school years, lacks a unifying framework, obscuring the developmental timing of flexible problem solving. Therefore, in this review paper, previous findings are gathered, organized, and integrated under a common framework to unveil how and when flexible problem solving develops. It is showed that the development of flexible problem solving coincides with increases in executive functions, that is, inhibition, working memory and task switching. The analysis of previous findings shows that dealing with goal-irrelevant, non-salient information received far more attention than generalizing in the presence of goal-irrelevant, salient information. The developmental timing of the latter can only be inferred from few transfer studies, as well as executive functions, planning and theory of mind research, to highlight gaps in knowledge and sketch out future research directions. Understanding how transfer in the presence of seemingly relevant but truly irrelevant information develops has implications for well-balanced participation in information societies, early and lifespan education, and investigating the evolutionary trajectory of flexible problem solving. [less ▲]

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See detailECONOMIC AND POLITICAL SUSTAINABILITY OF FREE MOBILITY POLICIES
Gaponiuk, Nikita UL

Doctoral thesis (2023)

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See detailDevelopment of the bioinformatics pipeline DREMflow for the identification of cell-type and time point specific transcriptional regulators
de Lange, Nikola Maria UL

Doctoral thesis (2023)

A detailed understanding of the mechanism that drive cell differentiation of stem cells into a desired cell type provides opportunities to study diseases and disease progression in patient derived cells ... [more ▼]

A detailed understanding of the mechanism that drive cell differentiation of stem cells into a desired cell type provides opportunities to study diseases and disease progression in patient derived cells and enable the development of new therapy approaches. The main challenge in this directed differentiation is the identification of the essential transcriptional regulators involved that are specific to a cell type or lineage and the inference of the underlying gene regulatory network. Transcription factor activity during cell differentiation can be measured through gene expression and chromatin accessibility, ideally jointly over time. Integrated time course regulatory analysis yields more detailed gene regulatory networks than expression data alone. Due to the large number of parameters and tools employed in such analysis, computational workflows help to manage the inherent complexity of such analyses. This thesis describes Dynamics Regulatory Events Miner Snakemake workflow (DREMflow) which combines temporally-resolved RNA-seq and ATAC-seq data to identify cell type and time point specific gene regulatory networks. DREMflow builds on the Differentially Regulatory Events Miner (DREM), the workflow management system Snakemake and the package manager Mamba. It includes the processing starting from sequencing reads, quality control reports and parameters as well as additional downstream analyses for the inference of key transcription factors during differentiation. DREMflow is applied to multiple data sets obtained during the differentiation of midbrain dopaminergic neurons as well as blood cells and compared to TimeReg, a pipeline with similar aims. The expansion to accommodate for single-cell data is explored. Results from other studies were reproduced and extended, identifying additional key transcriptional regulators. LBX1 was found as key regulator in differentiation of midbrain dopaminergic neurons while exploring different settings of the pipeline. Members of the AP-1 family of transcription factors were identified in all blood cell differentiation data sets. The comparison to TimeReg resulted in DREMflow being more sensitive in the identification of known transcriptional regulators in macrophages. Computationally, DREMflow outperforms TimeReg as well. DREMflow enables users to perform time-resolved multi-omics analysis reproducibly with minimal setup and configuration. [less ▲]

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See detailSecond generation Iraqi migrants in Germany – what can I tell my parents and how? A qualitative study exploring the intergenerational relationship quality
Murdock, Elke UL; Naji, Heythem UL

Scientific Conference (2023, June 14)

While the importance of family is recognized in migration research, few studies examine how migration impacts on intergenerational relationships. The acculturation challenges for the first and second ... [more ▼]

While the importance of family is recognized in migration research, few studies examine how migration impacts on intergenerational relationships. The acculturation challenges for the first and second generation are quite different, potentially providing sources of conflict and impacting the relationship between parents and children. The factors affecting the relationship quality are poorly understood. In this qualitative study we focus on the experiences of second-generation migrants, born and raised in Germany, whose parents fled Iraq to escape conflict and war. Iraq and Germany are very distant in terms of values (see Inglehart & Welzel world cultural map, 2022 and Hofstede dimensions) and we explore the process of negotiating these different cultural influences. Six young Iraqi/ German citizens, aged between 21 – 30 years, half male/ female, were recruited to participate in this study. The second author conducted in-depth, semi-structured interviews and explored the relationship with their parents – the perception of parental values and expectations and level of agreement with these. In the interviews, the tension of felt obligations and own aspirations come to the surface. Inclusive identities cannot really be achieved. The different value systems are negotiated by compartmentalization, keeping the cultural influences quite separate. Certain experiences are not shared as communications gaps – in terms of language and common understanding cannot be bridged. These affect the relationship quality of with parents. Theoretical and practical implications will be discussed. [less ▲]

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See detailSchool integration of immigrant children in Belgium
Desmée, Lise; Cebotari, Victor UL

in Children and Society (2023)

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See detailMediating the Tension between Data Sharing and Privacy: The Case of DMA and GDPR
Weigl, Linda UL; Barbereau, Tom Josua UL; Sedlmeir, Johannes UL et al

in Proceedings of the 31st European Conference on Information Systems (ECIS) (2023, June 11)

The Digital Markets Act (DMA) constitutes a crucial part of the European legislative framework addressing the dominance of 'Big Tech'. It intends to foster fairness and competition in Europe's digital ... [more ▼]

The Digital Markets Act (DMA) constitutes a crucial part of the European legislative framework addressing the dominance of 'Big Tech'. It intends to foster fairness and competition in Europe's digital platform economy by imposing obligations on 'gatekeepers' to share end-user-related information with business users. Yet, this may involve the processing of personal data subject to the General Data Protection Regulation (GDPR). The obligation to provide access to personal data in a GDPR-compliant manner poses a regulatory and technical challenge and can serve as a justification for gatekeepers to refrain from data sharing. In this research-in-progress paper, we analyze key tensions between the DMA and the GDPR through the paradox perspective. We argue through a task-technology fit approach how privacy-enhancing technologies-particularly anonymization techniques-and portability could help mediate tensions between data sharing and privacy. Our contribution provides theoretical and practical insights to facilitate legal compliance. [less ▲]

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See detailSpatial adaptive settlement systems in archaeology. Modelling long-term settlement formation from spatial micro interactions
Sikk, Kaarel UL

Doctoral thesis (2023)

Despite research history spanning more than a century, settlement patterns still hold a promise to contribute to the theories of large-scale processes in human history. Mostly they have been presented as ... [more ▼]

Despite research history spanning more than a century, settlement patterns still hold a promise to contribute to the theories of large-scale processes in human history. Mostly they have been presented as passive imprints of past human activities and spatial interactions they shape have not been studied as the driving force of historical processes. While archaeological knowledge has been used to construct geographical theories of evolution of settlement there still exist gaps in this knowledge. Currently no theoretical framework has been adopted to explore them as spatial systems emerging from micro-choices of small population units. The goal of this thesis is to propose a conceptual model of adaptive settlement systems based on complex adaptive systems framework. The model frames settlement system formation processes as an adaptive system containing spatial features, information flows, decision making population units (agents) and forming cross scale feedback loops between location choices of individuals and space modified by their aggregated choices. The goal of the model is to find new ways of interpretation of archaeological locational data as well as closer theoretical integration of micro-level choices and meso-level settlement structures. The thesis is divided into five chapters, the first chapter is dedicated to conceptualisation of the general model based on existing literature and shows that settlement systems are inherently complex adaptive systems and therefore require tools of complexity science for causal explanations. The following chapters explore both empirical and theoretical simulated settlement patterns based dedicated to studying selected information flows and feedbacks in the context of the whole system. Second and third chapters explore the case study of the Stone Age settlement in Estonia comparing residential location choice principles of different periods. In chapter 2 the relation between environmental conditions and residential choice is explored statistically. The results confirm that the relation is significant but varies between different archaeological phenomena. In the third chapter hunter-fisher-gatherer and early agrarian Corded Ware settlement systems were compared spatially using inductive models. The results indicated a large difference in their perception of landscape regarding suitability for habitation. It led to conclusions that early agrarian land use significantly extended land use potential and provided a competitive spatial benefit. In addition to spatial differences, model performance was compared and the difference was discussed in the context of proposed adaptive settlement system model. Last two chapters present theoretical agent-based simulation experiments intended to study effects discussed in relation to environmental model performance and environmental determinism in general. In the fourth chapter the central place foragingmodel was embedded in the proposed model and resource depletion, as an environmental modification mechanism, was explored. The study excluded the possibility that mobility itself would lead to modelling effects discussed in the previous chapter. The purpose of the last chapter is the disentanglement of the complex relations between social versus human-environment interactions. The study exposed non-linear spatial effects expected population density can have on the system and the general robustness of environmental inductive models in archaeology to randomness and social effect. The model indicates that social interactions between individuals lead to formation of a group agency which is determined by the environment even if individual cognitions consider the environment insignificant. It also indicates that spatial configuration of the environment has a certain influence towards population clustering therefore providing a potential pathway to population aggregation. Those empirical and theoretical results showed the new insights provided by the complex adaptive systems framework. Some of the results, including the explanation of empirical results, required the conceptual model to provide a framework of interpretation. [less ▲]

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See detailCognitive Modulation Of Pain By Attention: The Role Of Executive Functioning In Aging
Dierolf, Angelika UL; van der Meulen, Marian UL; Miltner, Wolfgang

Poster (2023, June 09)

Attention is acknowledged as an effective strategy to modulate pain, as shown by various studies of acute and chronic pain. Here executive functioning (EF) plays a key role, with poorer EF related to less ... [more ▼]

Attention is acknowledged as an effective strategy to modulate pain, as shown by various studies of acute and chronic pain. Here executive functioning (EF) plays a key role, with poorer EF related to less successful inhibition of pain, both relying on the prefrontal cortex (PFC). With age, structural and volume changes in the PFC are accompanied by age-related cognitive decline. So far, only a few studies investigated how age-related cognitive decline affect cognitive distraction from pain.In a two-session design, healthy young (18-30 years) and older participants (60+ years) performed four EF tasks shown to either reveal age-related cognitive decline or not. Afterwards, participants performed a pain distraction task, a n-Back working memory task with low and high cognitive load, during which participants received individually adjusted transdermal electrical pulse trains in non-painful and moderately painful intensities to the inner forearm. Participants rated them regarding their intensity and unpleasantness. Stimulus-related (EF tasks) and pain-related evoked potentials were recorded with a 64-channel EEG.Preliminary results suggest a similar effective subjective pain relief during high and low working memory load in both age groups, which is reflected in a similar reduced N1-P2 pain-related ERPs in older but not in younger participants. However, including executive functioning showing age-related cognitive decline, revealed less successful pain reduction in the high working memory load condition in older adults. These findings could lead to a better understanding how to adapt pain treatments in the older population by including selective cognitive trainings, optimizing pain modulation settings. [less ▲]

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See detailThe relation between Self-Control, Need for Cognition and Action Orientation in secondary school students: A conceptual replication study
Colling, Joanne UL; Wollschläger, Rachel UL; Keller, Ulrich UL et al

in PLoS ONE (2023)

Self-Control can be defined as the self-initiated effortful process that enables individuals to resist temptation impulses. It is relevant for conducting a healthy and successful life. For university ... [more ▼]

Self-Control can be defined as the self-initiated effortful process that enables individuals to resist temptation impulses. It is relevant for conducting a healthy and successful life. For university students, Grass et al. (2019) found that Need for Cognition as the tendency to engage in and enjoy thinking, and Action Orientation as the flexible recruitment of control resources in cognitively demanding situations, predict Self-Control. Further, Action Orientation partially mediated the relation between Need for Cognition and Self-Control. In the present conceptual replication study, we investigated the relations between Self-Control, Need for Cognition, and Action Orientation in adolescence (N = 892 9th graders) as a pivotal period for the development of Self-control. We replicated the findings that Need for Cognition and Action Orientation predict Self-Control and that Action Orientation partially mediates the relation between Need for Cognition and Self-Control. In addition, Action Orientation moderates the relation between Need for Cognition and Self-Control. This result implies that in more action-oriented students Need for Cognition more strongly predicted Self-Control than in less action-oriented students. Our findings strengthen theoretical assumptions that Need for Cognition and Action Orientation are important cognitive and behavioral mechanisms that contribute to the successful exertion of Self-Control. [less ▲]

Detailed reference viewed: 34 (0 UL)