The End is the Beginning is the End: The closed-loop learning analytics framework

M Sailer, M Ninaus, SE Huber, E Bauer… - Computers in Human …, 2024 - Elsevier
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …

One statistical analysis must not rule them all

EJ Wagenmakers, A Sarafoglou, B Aczel - Nature, 2022 - nature.com
One statistical analysis must not rule them all Skip to main content Thank you for visiting
nature.com. You are using a browser version with limited support for CSS. To obtain the best …

A survey on how preregistration affects the research workflow: Better science but more work

A Sarafoglou, M Kovacs, B Bakos… - Royal Society …, 2022 - royalsocietypublishing.org
The preregistration of research protocols and analysis plans is a main reform innovation to
counteract confirmation bias in the social and behavioural sciences. While theoretical …

Opening the Black Box of Family-Based Treatments: An Artificial Intelligence Framework to Examine Therapeutic Alliance and Therapist Empathy

PB Cunningham, J Gilmore, S Naar, SD Preston… - Clinical child and family …, 2023 - Springer
The evidence-based treatment (EBT) movement has primarily focused on core intervention
content or treatment fidelity and has largely ignored practitioner skills to manage …

Same model, same data, but different outcomes: Evaluating the impact of method choices in structural equation modeling

M Sarstedt, SJ Adler, CM Ringle, G Cho… - Journal of Product …, 2024 - Wiley Online Library
Scientific research demands robust findings, yet variability in results persists due to
researchers' decisions in data analysis. Despite strict adherence to state‐of the‐art …

How the complexity of psychological processes reframes the issue of reproducibility in psychological science

C Gernigon, RJR Den Hartigh… - Perspectives on …, 2024 - journals.sagepub.com
In the past decade, various recommendations have been published to enhance the
methodological rigor and publication standards in psychological science. However …

Ten simple rules for designing and conducting undergraduate replication projects

D Moreau, K Wiebels - PLOS Computational Biology, 2023 - journals.plos.org
Conducting a replication study is a valuable way for undergraduate students to learn about
the scientific process and gain research experience. By promoting the evaluation of existing …

Code sharing in ecology and evolution increases citation rates but remains uncommon

B Maitner, PE Santos Andrade, L Lei… - Ecology and …, 2024 - Wiley Online Library
Biologists increasingly rely on computer code to collect and analyze their data, reinforcing
the importance of published code for transparency, reproducibility, training, and a basis for …

Was ist Computational Communication Science?

M Haim - Computational Communication Science: Eine …, 2023 - Springer
Zusammenfassung Computational Communication Science (CCS) beschreibt
Kommunikationswissenschaft, die sich digital veränderten Forschungsgegenständen …

Toward open science in marketing research

L Deer, S Adler, H Datta, N Mizik, M Sarstedt - International Journal of …, 2024 - Elsevier
The open science paradigm has gained prominence in marketing as researchers seek to
enhance the validity, reliability, and transparency of research methods and findings …