Skip to content
#data science Open access

Uptake, Barriers, and Facilitators of Open Science in Clinical Psychology

Oct 2026 · Zeitschrift für Klinische Psychologie und Psychotherapie
Meta-analysis and systematic reviews

Abstract

Abstract: Open science practices (OSPs) aim to enhance transparency, reproducibility, and research quality, yet empirical research regarding their uptake in clinical psychology remains scarce. The present survey examined OSPs across clinical psychological research, teaching, and psychotherapeutic practice at universities and university clinics in German-speaking countries. Based on responses from 130 participants ( M = 37.13 ± 9.75 years of age, 61.54 % female), preregistration, a priori sample size planning, and open access publishing were the most commonly reported OSPs. Concerns regarding data protection and ethics, time constraints, and fear of mistakes were the most prominent barriers, while access to infrastructure and incentives were the most needed types of support. Teaching activities addressed open science topics, whereas implementation in clinical practice remained limited. Overall, the findings highlight the need for field-specific guidelines, institutional support, and aligned incentive structures to foster sustainable adoption of OSPs across career stages and contexts.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54

Trajectory Balance: Improved Credit Assignment in GFlowNets

It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...

Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al. · 302 citations · ⚡60

Related blog posts

Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.