scholarly journals A free and publicly available stimuli set for statistical learning experiments in language and music

2020 ◽  
Author(s):  
Dominique T Vuvan ◽  
Erica H Wojcik

The ability to encode regularities from the environment and abstract these patterns into structured cognitive representations is called statistical learning. Currently, one of the most studied paradigms of statistical learning is a word segmentation task originally introduced in a landmark paper by Saffran, Newport, and Aslin (1996). In this paradigm, participants hear a continuous stream of artificial words without acoustic cues to the boundaries separating the words. Then, they are asked to discriminate between words and non-words in the artificial language. One of the barriers that has impeded research progress using this paradigm is the lack of stimulus standardization. This lack of standardization is inefficient, causing researchers to create new stimuli for each new line of experiments. Furthermore, it makes the comparison of methods and results between different experiments difficult, if not impossible. The goal of the current report is to introduce a publically available stimuli set for language (syllable) and music (tone) segmentation experiments of statistical learning. All stimuli, data, and code associated with the current report are available for download on Open Science Framework, and we report here our validation experiments for both sets of stimuli.

2019 ◽  
Author(s):  
Brian A. Nosek ◽  
Lucy Ofiesh ◽  
Nicole Pfeiffer ◽  
Sara D. Bowman ◽  
David M Litherland ◽  
...  

The Center for Open Science (COS) proposes to undertake a Mid-scale RI-1 Implementation Project entitled, Expanding open infrastructure for robust, open, reproducible research, primarily in association with the SBE Directorate. Reproducibility is the ability to obtain independent evidence supporting scientific findings. Recent investigations suggest that reproducibility of published findings is lower than expected or desired, thus interfering with research progress. COS’s Open Science Framework (OSF) enables rigorous, reproducible science by providing collaboration, registration, and data management support across the entire research lifecycle. With support from NSF 19-537, OSF will become essential mainstream infrastructure supporting researchers’, institutions’, and federal agencies’ priorities to maximize return on investment in research. Adoption of open science behaviors via OSF will enable rigor and reproducibility in harnessing the data revolution, increase accessibility and inclusivity of research for all, stimulate discovery, and accelerate progress in science. Seeded with private philanthropy in 2012, the open-source OSF’s user base and key performance indicators have shown rapid, non-linear growth since inception. OSF is now a popular, robust, and important infrastructure for registering studies and analysis plans; managing and archiving research data, code, and materials; and accelerating open or controlled sharing of research outcomes and all supporting research contents. This mid-scale NSF research infrastructure grant will build on OSF’s success by meeting four major objectives: 1. Expand OSF functionality and workflows to meet the needs of a broad number of research disciplines and communities; 2. Integrate OSF with other established scholarly infrastructure to make search, discovery, transfer, and preservation of scholarly content and metadata more efficient; 3. Manage OSF design for efficient and sustainable long-term service; 4. Provide training to improve effectiveness of registration and results reporting and ensure inclusivity of beneficiaries to these innovations.


2019 ◽  
Author(s):  
Adib Rifqi Setiawan

Berikut ini beberapa publikasi saya pada 2019 ini. Penting atau tidak, saya menganggap bahwa publikasi hanyalah efek samping riset. Di luar publikasi ini, saya juga masih aktif sebagai penulis media daring, seperti Qureta.com, Selasar.com, dan SantriMilenial.net serta mengunggah beberapa artikel preprint melalui layanan Open Science Framework (OSF), EdArxiv.org, dan Research Papers in Economics (RePEc).


Cells ◽  
2021 ◽  
Vol 10 (5) ◽  
pp. 1030
Author(s):  
Julie Lake ◽  
Catherine S. Storm ◽  
Mary B. Makarious ◽  
Sara Bandres-Ciga

Neurodegenerative diseases are etiologically and clinically heterogeneous conditions, often reflecting a spectrum of disease rather than well-defined disorders. The underlying molecular complexity of these diseases has made the discovery and validation of useful biomarkers challenging. The search of characteristic genetic and transcriptomic indicators for preclinical disease diagnosis, prognosis, or subtyping is an area of ongoing effort and interest. The next generation of biomarker studies holds promise by implementing meaningful longitudinal and multi-modal approaches in large scale biobank and healthcare system scale datasets. This work will only be possible in an open science framework. This review summarizes the current state of genetic and transcriptomic biomarkers in Parkinson’s disease, Alzheimer’s disease, and amyotrophic lateral sclerosis, providing a comprehensive landscape of recent literature and future directions.


BMJ Open ◽  
2021 ◽  
Vol 11 (4) ◽  
pp. e043784
Author(s):  
Naichuan Su ◽  
Michiel van der Linden ◽  
Geert JMG van der Heijden ◽  
Stefan Listl ◽  
Stefan Schandelmaier ◽  
...  

IntroductionSpin is defined as reporting practices that distort the interpretation of results and create misleading conclusions by suggesting more favourable results. Such unjustifiable and misleading misrepresentation may negatively influence the development of further studies, clinical practice and healthcare policies. Spin manifests in various patterns in different sections of publications (titles, abstracts and main texts). The primary aim of this study is to identify reported spin patterns and assess the prevalence of spin in general, and the prevalence of spin patterns reported in biomedical literature based on previously published systematic reviews and literature reviews on spin.Methods and analysisPubMed, EMBASE and SCOPUS will be searched to identify systematic or literature reviews on spin in biomedicine. To improve the comprehensiveness of the search, the snowballing method will be used to broaden the search. The data on spin-related outcomes and characteristics of the included studies will be extracted. The methodological quality of the included studies will be assessed with selective items of the A MeaSurement Tool to Assess systematic Reviews-2 checklist. A new classification scheme for spin patterns will be developed if the classifications of spin patterns identified in the included studies vary. The prevalence of spin and spin patterns will be pooled based on meta-analyses if the classification schemes for spin are comparable across included studies. Otherwise, the prevalence will be described qualitatively. The seriousness of spin patterns will be assessed based on a Delphi consensus study.Ethics and disseminationThis study has been approved by the Academic Centre for Dentistry Amsterdam Ethics Review Committee (2020250). The study will be submitted to a peer-reviewed scientific journal.RegistrationOpen Science Framework: osf.io/hzv6e


2021 ◽  
Vol 10 (16) ◽  
pp. e402101621884
Author(s):  
Lucas Manoel da Silva Cabral ◽  
Fernando Nagib Jardim ◽  
Maria José Domingues da Silva Giongo ◽  
Andréa Ramalho Reis Cardoso ◽  
Maria Raquel Fernandes da Silva ◽  
...  

This article presents the scoping review protocol on allowing the sale of tobacco products only in tobacco stores in Brazil. It is based on the hypothesis that limiting the sale of tobacco products only in tobacco shops would significantly prevent initiation and encourage cessation, thus reducing smoking prevalence and passive smoking in Brazil. The protocol aims to document the processes involved in the planning and methodological approach of an extensive scoping review, guided by Joanna Briggs Institute’s manual. The review protocol was prepared following PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation. It was registered in the Open Science Framework.


2021 ◽  
Vol 40 (2) ◽  
pp. 137-141 ◽  
Author(s):  
Jordan Mansell ◽  
Allison Harell ◽  
Elisabeth Gidengil ◽  
Patrick A. Stewart

AbstractWe introduce the Politics and the Life Sciences special issue on Psychophysiology, Cognition, and Political Differences. This issue represents the second special issue funded by the Association for Politics and the Life Sciences that adheres to the Open Science Framework for registered reports (RR). Here pre-analysis plans (PAPs) are peer-reviewed and given in-principle acceptance (IPA) prior to data being collected and/or analyzed, and are published contingent upon the preregistration of the study being followed as proposed. Bound by a common theme of the importance of incorporating psychophysiological perspectives into the study of politics, broadly defined, the articles in this special issue feature a unique set of research questions and methodologies. In the following, we summarize the findings, discuss the innovations produced by this research, and highlight the importance of open science for the future of political science research.


2021 ◽  
Vol 11 (11) ◽  
pp. 1155
Author(s):  
Fernanda Loureiro ◽  
Margarida Ferreira ◽  
Paula Sarreira-de-Oliveira ◽  
Vanessa Antunes

Schools are particularly suitable contexts for the implementation of interventions focused on adolescent sexual behavior. Sexual education and promotion have a multidisciplinary nature. Nurses’ role and the spectrum of the carried-out interventions is not clear. We aimed to identify interventions that promote a healthy sexuality among school adolescents. Our review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews and was registered in the Open Science Framework. Published articles on sexuality in adolescents in school contexts were considered. The research limitations included primary studies; access in full text in English, Spanish, or Portuguese; and no data publication limitation. Research was carried out on the EBSCOhost, PubMed, SciELO, and Web of Science platforms; gray literature and the bibliographies of selected articles were also searched. A total of 56 studies were included in the sample. The studies used a broad range of research methods, and 10 types of interventions were identified. Multi-interventional programs and socio-emotional interventions showed a greater impact on long-term behavioral changes, and continuity seemed to be a key factor. Long-term studies are needed to reach a consensus on the effectiveness of interventions. Nurses’ particular role on the multidisciplinary teams was found to be a gap in the research, and must be further explored.


2021 ◽  
Vol 10 (14) ◽  
pp. e521101422252
Author(s):  
Júlio César Guimarães Freire ◽  
Jessyka Hellem de Melo Pereira ◽  
Paulo Henrique Lucas do Nascimento ◽  
Pedro Antônio Medeiros da Silva ◽  
Aparecida Borges ◽  
...  

O envelhecimento da população faz surgir a necessidade de cuidados especiais com a saúde. O edentulismo, por exemplo, é uma condição bucal que afeta, principalmente, os idosos, sendo comum o uso de próteses dentárias que muitas vezes geram lesões orais. Este protocolo propõe uma revisão de escopo sobre a prevalência de lesões na mucosa oral em decorrência do uso de prótese dentária na população idosa. Desse modo, o objetivo do referido protocolo é apresentar a metodologia que será adotada, de acordo com as recomendações de estruturação do Joanna Briggs Institute para revisões de escopo, sendo este documento previamente registrado no repositório Open Science Framework. A estratégia de busca será elaborada de modo a identificar as possíveis fontes de evidências publicadas nas seguintes bases de dados: Cochrane, PubMed via MEDLINE, LILACS, Web of Science e Scopus. No que se refere à literatura cinzenta, serão feitas buscas através do Google Scholar. Serão utilizados os seguintes descritores do vocabulário controlado Descritores em Ciências da Saúde/Medical Subject Headings: idoso/aged, prótese dentária/dental prosthesis e manifestações bucais/oral manifestations, seus sinônimos e variações ortográficas. A estratégia PCC (População, Conceito, Contexto) servirá de base para elaboração da pergunta de pesquisa e definição dos critérios de inclusão e exclusão. Os resultados da revisão de escopo proposta deverão mostrar os fatores que influenciam a prevalência de lesões em mucosa oral de pessoas idosas que fazem uso de prótese dentária.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Razia S. Sahi ◽  
Miriam E. Schwyck ◽  
Carolyn Parkinson ◽  
Naomi I. Eisenberger

AbstractSocial interactions play an extremely important role in maintaining health and well-being. The COVID-19 pandemic and associated physical distancing measures, however, restricted the number of people one could physically interact with on a regular basis. A large percentage of social interactions moved online, resulting in reports of “Zoom fatigue,” or exhaustion from virtual interactions. These reports focused on how online communication differs from in-person communication, but it is possible that when in-person interactions are restricted, virtual interactions may benefit mental health overall. In a survey conducted near the beginning of the COVID-19 pandemic (N2020 = 230), we found that having a greater number of virtual interaction partners was associated with better mental health. This relationship was statistically mediated by decreased loneliness and increased perceptions of social support. We replicated these findings during the pandemic 1 year later (N2021 = 256) and found that these effects held even after controlling for the amount of time people spent interacting online. Convergent with previous literature on social interactions, these findings suggest that virtual interactions may benefit overall mental health, particularly during physical distancing and other circumstances where opportunities to interact in-person with different people are limited.Open Science Framework repository: https://osf.io/6jsr2/.


2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Chiara Santolin ◽  
Orsola Rosa-Salva ◽  
Bastien S. Lemaire ◽  
Lucia Regolin ◽  
Giorgio Vallortigara

Abstract Statistical learning is a key mechanism for detecting regularities from a variety of sensory inputs. Precocial newborn domestic chicks provide an excellent model for (1) exploring unsupervised forms of statistical learning in a comparative perspective, and (2) elucidating the ecological function of statistical learning using imprinting procedures. Here we investigated the role of the sex of the chicks in modulating the direction of preference (for familiarity or novelty) in a visual statistical learning task already employed with chicks and human infants. Using both automated tracking and direct human coding, we confirmed chicks’ capacity to recognize the presence of a statistically defined structure underlying a continuous stream of shapes. Using a different chicken strain than previous studies, we were also able to highlight sex differences in chicks’ propensity to approach the familiar or novel sequence. This could also explain a previous failure to reveal statistical learning in chicks which sex was however not determined. Our study confirms chicks’ ability to track visual statistics. The pivotal role of sex in determining familiarity or novelty preferences in this species and the interaction with the animals’ strain highlight the importance to contextualize comparative research within the ecology of each species.


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