scholarly journals Collaboration Analytics Need More Comprehensive Models and Methods: An Opinion Paper

2021 ◽  
Vol 8 (1) ◽  
pp. 13-29
Author(s):  
Areum Han ◽  
Florian Krieger ◽  
Samuel Greiff

As technology advances, learning analytics is expanding to include students’ collaboration settings. Despite their increasing application in practice, some types of analytics might not fully capture the comprehensive educational contexts in which students’ collaboration takes place (e.g., when data is collected and processed without predefined models, which forces users to make conclusions without sufficient contextual information). Furthermore, existing definitions and perspectives on collaboration analytics are incongruent. In light of these circumstances, this opinion paper takes a collaborative classroom setting as context and explores relevant comprehensive models for collaboration analytics. Specifically, this paper is based on Pei-Ling Tan and Koh’s ecological lens (2017, Situating learning analytics pedagogically: Towards an ecological lens. Learning: Research and Practice, 3(1), 1–11. https://doi.org/10.1080/23735082.2017.1305661), which illustrates the co-emergence of three interactions among students, teachers, and content interwoven with time. Moreover, this paper suggests several factors to consider in each interaction when executing collaboration analytics. Agendas and recommendations for future research are also presented.

2011 ◽  
Vol 3 (3) ◽  
pp. 34-42 ◽  
Author(s):  
Pamela Pollara ◽  
Kelly Kee Broussard

As mobile devices become ubiquitous, it is necessary to analyze if and how these devices can be used for learning. This systematic review is part of a larger review that analyzed 21 mobile learning research studies published from 2005-present. Eleven studies that focused specifically on student learning outcomes and processes are summarized in this review in order to better understand the direction of mobile learning in mainstream education. Overall, studies were found to be positive and indicated several benefits of using mobile devices for learning including an increase in achievement, productivity, engagement, and motivation. This paper also highlights recommendations for future research and practice in the field of mobile learning, specifically focusing on the way personal mobile device ownership may influence learning both inside and outside the classroom.


Author(s):  
Pamela Pollara ◽  
Kelly Kee Broussard

As mobile devices become ubiquitous, it is necessary to analyze if and how these devices can be used for learning. This systematic review is part of a larger review that analyzed 21 mobile learning research studies published from 2005-present. Eleven studies that focused specifically on student learning outcomes and processes are summarized in this review in order to better understand the direction of mobile learning in mainstream education. Overall, studies were found to be positive and indicated several benefits of using mobile devices for learning including an increase in achievement, productivity, engagement, and motivation. This paper also highlights recommendations for future research and practice in the field of mobile learning, specifically focusing on the way personal mobile device ownership may influence learning both inside and outside the classroom.


2020 ◽  
Author(s):  
Jennifer Kamorowski ◽  
Karl Ask ◽  
Maartje Schreuder ◽  
Marko Jelicic ◽  
Corine de Ruiter

Previous research has shown that mock and actual jurors give little weight to actuarial sexual offending recidivism risk estimates when making decisions regarding civil commitment for so-called sexually violent predators (SVPs). We hypothesized that non-risk related factors, such as irrelevant contextual information and jurors’ information-processing style, would influence mock jurors’ perceptions of sexual recidivism risk. This preregistered experimental study examined the effects of mock jurors’ (N = 427) need for cognition (NFC), irrelevant contextual information in the form of the offender’s social attractiveness, and an actuarial risk estimate on mock jurors’ estimates of sexual recidivism risk related to a simulated SVP case vignette. Mock jurors exposed to negative risk-irrelevant characteristics of the offender estimated sexual recidivism risk as higher than mock jurors exposed to positive information about the offender. However, this effect was no longer significant after mock jurors had reviewed Static-99R actuarial risk estimate information. We found no support for the hypothesis that the level of NFC moderates the relationship between risk-irrelevant contextual information and risk estimates. Future research could explore additional individual characteristics or attitudes among mock jurors that may influence perceptions of sexual recidivism risk and insensitivity to actuarial risk estimates.


Author(s):  
Jens K. Roehrich ◽  
Beverly B. Tyler ◽  
Jas Kalra ◽  
Brian Squire

Contracts are a formal mode of governing interorganizational relationships. They specify the terms and conditions of the agreement between two parties, interpret and adapt the relevant legal and industrial norms, serve as framing devices, and establish the rules and norms underpinning the relationship. The objective of this chapter is to synthesize the extant literature on interorganizational contracting to guide future research and practice. This chapter focuses on the three phases of contracting: (1) designing the contracting portfolio; (2) negotiating initial contracts; and (3) managing the relationship using contracts. The chapter explores the key decisions in each phase and the criteria involved in making these decisions. In doing so, it draws on existing research and theoretical frameworks that have contributed to the development of the contracting literature. The chapter also identifies some important and interesting directions for future contracting research and offers suggestions regarding how selected theoretical lenses might guide these endeavors. The principal conclusion is that while the existing research has primarily focused on the structural issues guiding contracting design, a more processual, social, and behavioral focus is required in future developments of the contracting literature.


2021 ◽  
pp. 000494412110034
Author(s):  
Lucy Corbett ◽  
Philayrath Phongsavan ◽  
Louisa R Peralta ◽  
Adrian Bauman

Professional development (PD) provides an opportunity to promote the psychological, social, and physical health tools teachers require to maintain teacher wellbeing. Despite their potential, little is known about PD programs targeting the health and wellbeing of Australian teachers. This study aimed to summarize the characteristics of Australian PD programs targeted at teacher wellbeing, identify gaps in existing PD and make recommendations for future research and practice. Three search strategies, (1) search engine results, (2) a manual search of known Australian education websites, and (3) requests for information from Australian education organizations, were combined to ensure a comprehensive inventory of PD programs was compiled. This study found 63 PD programs promoting health and wellbeing that currently exist for Australian teachers. Of these, only three provided evidence of their evaluation indicating programs are advertised and implemented without evidence of their effectiveness. Future PD should be evaluated with findings of the evaluations reported publicly so evidence-based programs promoting teacher’s health and wellbeing can be recommended and implemented.


2021 ◽  
Vol 2 (1) ◽  
pp. 43-61
Author(s):  
Francesc Fusté-Forné ◽  
Tazim Jamal

Research on the relationship between automation services and tourism has been rapidly growing in recent years and has led to a new service landscape where the role of robots is gaining both practical and research attention. This paper builds on previous reviews and undertakes a comprehensive analysis of the research literature to discuss opportunities and challenges presented by the use of service robots in hospitality and tourism. Management and ethical issues are identified and it is noted that practical and ethical issues (roboethics) continue to lack attention. Going forward, new directions are urgently needed to inform future research and practice. Legal and ethical issues must be proactively addressed, and new research paradigms developed to explore the posthumanist and transhumanist transitions that await. In addition, closer attention to the potential of “co-creation” for addressing innovations in enhanced service experiences in hospitality and tourism is merited. Among others, responsibility, inclusiveness and collaborative human-robot design and implementation emerge as important principles to guide future research and practice in this area.


2021 ◽  
pp. 107755952199417
Author(s):  
Katherine R. Brendli ◽  
Michael D. Broda ◽  
Ruth Brown

It is a common assumption that children with disabilities are more likely to experience victimization than their peers without disabilities. However, there is a paucity of robust research supporting this assumption in the current literature. In response to this need, we conducted a logistic regression analysis using a national dataset of responses from 26,572 parents/caregivers to children with and without disabilities across all 50 states, plus the District of Columbia. The purpose of our study was to acquire a greater understanding of the odds of victimization among children with and without intellectual disability (ID), while controlling for several child and parent/adult demographic correlates. Most notably, our study revealed that children with ID have 2.84 times greater odds of experiencing victimization than children without disabilities, after adjusting for the other predictors in the model. Implications for future research and practice are discussed.


2018 ◽  
Vol 19 (2) ◽  
pp. 195-215 ◽  
Author(s):  
Chris Hackley ◽  
Amy Rungpaka Hackley

In the media convergence era, brands are embracing hybrid forms of advertising communication such as branded content, product placement and sponsored TV ‘pods’, brand blogs, shareable video, programmatic advertising, ‘native’ advertising and more, as alternatives to, and extensions of, traditional mass media advertising campaigns. In this article, we draw on Genette’s theory of transtextuality to reframe this phenomenon from a paratextual purview. We suggest that the analogy of the paratext articulates the iterative, ambiguous, participative and intertextual character of much contemporary brand communication. We describe extended examples of paratextual advertising and promotion that illustrate the fluid and mutually contingent relation of advertising text to paratext, and we outline an analytical framework for future research and practice.


2002 ◽  
Vol 4 (2) ◽  
pp. 135-153 ◽  
Author(s):  
Eduardo Salas ◽  
Mary P. Kosarzycki ◽  
C. Shawn Burke ◽  
Stephen M. Fiore ◽  
Dianna L. Stone

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