scholarly journals What Do We Know about Algorithmic Literacy? The Status Quo and a Research Agenda for a Growing Field

2021 ◽  
Author(s):  
Anne Oeldorf-Hirsch ◽  
German Neubaum

The increasing emergence of algorithms in our daily use of technologies comes with a growing field of empirical research trying to understand how aware and knowledgeable individuals are about algorithms. This field is marked by a certain diversity in terms of how it theorizes and measures people’s literacy when interacting with algorithms. We propose converging on the term algorithmic literacy that covers different dimensions used by previous research. This article summarizes the state of knowledge on algorithmic literacy by systematically presenting initial steps in theory building and measurement development. Drawing on this, we propose an agenda including five different directions that future research could focus on: 1) theory building to understand algorithmic literacy, 2) addressing the algorithmic divide, 3) uncovering the relationship between algorithmic literacy and attitudes, 4) examining algorithmic literacy as predictor for user behavior, and 5) exploring ways to increase algorithmic literacy.

2016 ◽  
Vol 25 (6) ◽  
pp. 411-416 ◽  
Author(s):  
Marcus Mund ◽  
Christine Finn ◽  
Birk Hagemeyer ◽  
Franz J. Neyer

When examining the associations between personality traits and partner relationships, the majority of studies have focused on the one-way effects of personality traits on the quality and stability of relationships. Recent work, however, has shown that relationships likewise retroact on personality traits and their development. Apart from these mutual influences, recent studies have also emphasized the necessity of considering both members of a couple in order to understand how their personalities and perceptions of the relationship interact. We review the status quo of research on personality-relationship transactions and outline suggestions for future research that move the focus from predicting the interplay between the two domains to explaining how personality traits and partner relationships dynamically interact. Specifically, we propose the need for (a) a functional perspective on personality traits, (b) a differentiated view of behavior, and (c) acknowledgment of the dynamic nature of traits and relationships in appropriate analysis models.


2021 ◽  
Author(s):  
Katherine S. Leventhal ◽  
Vilas Sawrikar ◽  
Sumeet Jain ◽  
Angus MacBeth

Marginalised individuals face significant and consistent adversities and injustices that their dominant culture counterparts rarely or never face, such as discrimination, low resource access, and violence. These challenges have been linked to poor wellbeing, both empirically and in individuals’ lived experiences. An original approach to improving this situation is introduced here via a novel transtheoretical construct: socially transformative resilience. Socially transformative resilience is conceived as a type of resilience in which individuals not only improve their psychosocial wellbeing in the face of challenge, but also resist, transcend, and/or seek to change the status quo, increasing their liberation as well. The key components and mechanisms of this new construct are described in detail, drawing on theoretical and empirical evidence. Key propositions of the model include the dual importance of moral and emotional initial responses to stressors, the centrality of a multidimensional reflection process, and the utility of acceptability-control appraisals in choosing which actions and resources to activate in service of wellbeing and liberation. An agenda for future research is presented, including examining and refining the model, developing a measure, creating interventions, and investigating relationships with psychopathology.


2022 ◽  
pp. 000765032110680
Author(s):  
Frank den Hond ◽  
Christine Moser

This review argues that the role of technology in business and society debates has predominantly been examined from the limited, narrow perspective of technology as instrumental, and that two additional but relatively neglected perspectives are important: technology as value-laden and technology as relationally agentic. Technology has always been part of the relationship between business and society, for better and worse. However, as technological development is frequently advanced as a solution to many pressing societal problems and grand challenges, it is imperative that technology is understood and analyzed in a more nuanced, critical, and comprehensive way. The two additional perspectives invite a broader research agenda, one that includes questions, such as “Which values and whose interests has technology come to emulate?”; “How do these values and interests play out in stabilizing the status quo?”; and, importantly, “How can it be contested, disrupted, and changed?” Any research that endorses green, sustainable, environmental, or climate mitigating technologies potentially contributes to maintaining the very thing that it seeks to change if questions such as these are not being addressed.


2020 ◽  
Vol 4 (1) ◽  
pp. 86-102
Author(s):  
Tasnim Rehna ◽  
Rubina Hanif ◽  
Muhammad Aqeel

Background: Widespread social paradigms on which the status variances are grounded in any society, gender plays pivotal role in manifestation of mental health problems (Rutter, 2007). A hefty volume of research has addressed the issue in adults nonetheless, little is vividly known about the role of gender in adolescent psychopathology. Sample: A sample of 240 adolescents (125 boys, 115 girls) aging 12-18 years was amassed from various secondary schools of Islamabad with the approval of the Federal Directorate of Education (FDE), relevant authorities of the schools and the adolescents themselves. Instruments: Taylor Manifest Anxiety Scale (Taylor & Spence, 1953) and Children’s Negative Cognitive Errors Questionnaire (CNCEQ) by Leitenberg et al., (1986) were applied in present study. Results: Multiple regression analysis revealed that cognitive errors jointly accounted for 78% of variance in predicting anxiety among adolescents. Findings also exhibited that gender significantly moderated the relationship between cognitive errors and adolescent anxiety. Implications of the findings are discoursed for future research and clinical practice.


AI & Society ◽  
2021 ◽  
Author(s):  
Milad Mirbabaie ◽  
Lennart Hofeditz ◽  
Nicholas R. J. Frick ◽  
Stefan Stieglitz

AbstractThe application of artificial intelligence (AI) in hospitals yields many advantages but also confronts healthcare with ethical questions and challenges. While various disciplines have conducted specific research on the ethical considerations of AI in hospitals, the literature still requires a holistic overview. By conducting a systematic discourse approach highlighted by expert interviews with healthcare specialists, we identified the status quo of interdisciplinary research in academia on ethical considerations and dimensions of AI in hospitals. We found 15 fundamental manuscripts by constructing a citation network for the ethical discourse, and we extracted actionable principles and their relationships. We provide an agenda to guide academia, framed under the principles of biomedical ethics. We provide an understanding of the current ethical discourse of AI in clinical environments, identify where further research is pressingly needed, and discuss additional research questions that should be addressed. We also guide practitioners to acknowledge AI-related benefits in hospitals and to understand the related ethical concerns.


2019 ◽  
Vol 11 (13) ◽  
pp. 3716 ◽  
Author(s):  
Yingling Shi ◽  
Xinping Liu

Since the 21st century, the concept of green building has been gradually popularized and implemented in more countries, which has become a popular direction in the area of sustainability in the building industry. Over the past few decades, many scholars and experts have done extensive research on green building. The purpose of this paper is to systematically analyze and visualize the status quo of green building. Therefore, based on Web of Science (WoS), this paper analyzed the existing knowledge system of green building using CiteSpace, identified keywords related to green building and their frequency of occurrence using the function of keyword co-occurrence analysis, recognized five clusters using the function of cluster analysis, and explored the knowledge evolution pattern of green building using citation bursts analysis in order to reveal how research related to green building has evolved over time. On the basis of aforementioned keywords, clusters, and citation bursts analysis, this paper has built a knowledge graph for green building. This paper can help readers to better understand the status quo and development trend of green building and to easier recognize the shortcomings in the development of green building, so as to provide a promising direction for future research.


2017 ◽  
Vol 41 (1) ◽  
pp. 46-65
Author(s):  
Mary Varghese ◽  
Kamila Ghazali

Abstract This article seeks to contribute to the existing body of knowledge about the relationship between political discourse and national identity. 1Malaysia, introduced in 2009 by Malaysia’s then newly appointed 6th Prime Minister Najib Razak, was greeted with expectation and concern by various segments of the Malaysian population. For some, it signalled a new inclusiveness that was to change the discourse on belonging. For others, it raised concerns about changes to the status quo of ethnic issues. Given the varying responses of society to the concept of 1Malaysia, an examination of different texts through the critical paradigm of CDA provide useful insights into how the public sphere has attempted to construct this notion. Therefore, this paper critically examines the Prime Minister’s early speeches as well as relevant chapters of the socioeconomic agenda, the 10th Malaysia Plan, to identify the referential and predicational strategies employed in characterising 1Malaysia. The findings suggest a notion of unity that appears to address varying issues.


2020 ◽  
Vol 12 (3) ◽  
pp. 72-78
Author(s):  
Douglas L Beck ◽  
Sarah Bant ◽  
Nathan A Clarke

Among researchers, clinicians and patients, there is widespread and growing interest in the relationship between hearing and cognition. The Cognition in Hearing Special Interest Group (SIG) is part of the British Society of Audiology (BSA) and is uniquely positioned to explore the relationship between hearing loss, amplification and cognitive ability and cognitive decline. The multiplicity of emerging reports concerning hearing loss and cognition is increasing rapidly. In light of this vast growth, there is a risk that clinicians may be left uncertain regarding the nature and extent of the emerging evidence linking hearing and cognition. The trickle-down corollary of such uncertainty can negatively impact patient care. Answering challenging questions and disseminating complex information about the latest evidence-based hearing science are a daily part of any clinician’s role and those in audiology services may be asked “How does my hearing loss affect my chance of getting dementia?” or “can hearing aids help people with dementia?” This discussion is therefore, based on articles and information our committee members selected to represent the status quo. The Cognition in Hearing SIG aims, through this discussion article, to provide clinicians a contemporary understanding of research on this topic. We will discuss evidence concerning hearing loss and cognition and how it relates to people living with hearing loss and cognitive decline or dementia, and we shall pose some challenges and opportunities for future research and clinical practice evidence. Therefore, to address these aims in an accessible manner for clinicians, the Cognition in Hearing SIG shall address the following broad questions: What is the relationship between hearing loss and cognition? What do we know about hearing loss and cognitive performance? Is there a link between hearing loss, cognitive decline, and dementia? Can we intervene on the relationship between hearing loss and cognition?


2021 ◽  
pp. 501-524
Author(s):  
Kaihua Chen ◽  
Ze Feng ◽  
Xiaolan Fu

At present, China is in the critical period of economic growth transformation and structural adjustment. Strengthening international innovation cooperation is becoming extremely important. However, there are distinctive characteristics of international innovation collaboration that differ from domestic research collaboration, so that international innovation collaboration meets more challenges compared with other kinds of research collaboration. This chapter attempts to analyze China’s international innovation cooperation from a more macro level. Combining theory with practice, the chapter analyzes the necessity of international innovation cooperation, China’s practice and experience, and the status quo of China’s international cooperation. The chapter provides suggestions for solving the problems existing in the present stage. It also collates and forecasts the future research areas of international innovation cooperation.


Author(s):  
Daniel Pascoe

The Conclusion, after briefly summarizing the respective country positions and restating the three-part hypothesis outlined in Chapter 7, considers what Southeast Asia’s ‘natural experiment’ on clemency means for policymakers, NGO staff, and legal practitioners working on death penalty cases in the region. The four national case studies, together with Chapter 7’s comparative hypothesis, suggest various practical means of boosting each Southeast Asian jurisdiction’s clemency rate within finalized capital cases. The Conclusion also considers what implications the comparative findings outlined in Chapter 7 have for the broader criminal justice literature in other parts of the world (particularly concerning the relationship between discretion exercised at different stages of a criminal case, the relationship between extrajudicial and judicial sanctions, the impact of democratization on criminal justice policies, and the influence of delay on criminal justice decision-making). Finally, the Conclusion suggests a future research agenda, including quantitative studies to ‘test’ the accuracy of the book’s three-part hypothesis in other parts of the retentionist world. The chapter ends with several predictions regarding the future of capital clemency in the four Southeast Asian jurisdictions under analysis (Thailand, Singapore, Malaysia, and Indonesia).


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