Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

2,611

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

2,611 results for “students”

Learn how ShareScore rates datasets ↗
zenodo36/100

Dataset on motivations and perceptions regarding teaching as a career among teacher education students in Japan

<p>This dataset was generated using the adapted Japanese version of the FIT-Choice scale, a framework originally proposed by Watt and Richardson. The adaptation and validation of the Japanese version were carried out by Saito, who utilized this dataset for the process. The data provide insights into the characteristics of motivations and perceptions regarding teaching as a career among teacher education students in Japan.</p>

opencc-by-4.0May 2024View details →
zenodo36/100

Data and analysis for "Association of self-reported musculoskeletal pain with school furniture suitability and daily activities among primary school and university students"

<p>Datasets and R analysis code and report for the article "Association of self-reported musculoskeletal pain with school furniture suitability and daily activities among primary school and university students".</p>

opencc-by-4.0May 2024View details →
zenodo36/100

Dataset of the first and second student study of eye tracking with Feynman diagrams

<p>This dataset is part of my thesis "The Educational Use of Feynman DIagrams: Opportunities, Challenges, Practices".</p> <p>It comprises of questionnaire answers, as well as quantitative and qualitative eye tracking data produced by students working on <a href="../records/11501410">this learning material</a>.</p> <p>The file "Questionnaire-answers.xlsx" contains answers to questionnaires used in the second student study, while the file "hssip-c.xlsxl" contains the answers to the cognitive load questionnaire used in the first student study.</p> <p>Scripts for the analysis of the questionnaires can be found <a href="../records/11519651">here</a>.</p> <p>The thesis with all relevant information is published <a href="http://dx.doi.org/10.53846/goediss-10576">here</a>.</p>

opencc-by-4.0Jun 2024View details →
zenodo36/100

Metagenomics education in a modular CURE format positively affects students' scientific discovery perception and data analytical skills

<p>The targeted metagenomics study performed by Pollock et al.&nbsp;<em>(Pollock 2018)</em> was part of the Global Coral Microbiome Project <em>(Vega Thurber Lab 2014)</em>.&nbsp; Since the original publication of Pollock et al. <em>(Pollock 2018) </em>was written for a highly specialized academic public, we provided Bsc. students with a short introduction of the paper and guided them through the metadata table stored in the <em>gcmp16S_map_r25.txt </em>file under the <em>GCMP Australia sequence data, OTU tables, and metadata</em> folder (<a href="https://doi.org/10.6084/m9.figshare.c.3855466.v2">https://doi.org/10.6084/m9.figshare.c.3855466.v2</a>).</p> <p>In order to process the fastq-files and obtain OTU tables, a custom-made pipeline on a Galaxy instance <em>(Galaxy Community)</em> was used. This pipeline contained data analytical tools obtained from the Naturalis Biodiversity Center GitHub environment (<a href="https://github.com/naturalis">https://github.com/naturalis</a>). In order to align with the newest Galaxy best practices, we updated the tools and links to the original as well as the updated GitHub and toolshed versions are included in the references list.</p> <p>The names of the original raw fastq-files contain many dots which can hamper file-type recognition during downstream analyses in Galaxy. Therefore, prior to distributing the fastq-files to the students, these names were renamed using the ManageZIP tool <em>(The BLFS Development Team 1999-2023)</em>. Dots were replaced with underscores, with an exception made for the last 2 file type extension dots. For example, the file name <em>E1.2.Tur.pelt.1.20140814.M_S71_L001_R1_001.fastq.gz</em> was changed into <em>E1_2_Tur_pelt_1_20140814_M_S71_L001_R1_001_1.fastq.gz</em>. Similarly, the filenames in the metadata table were adjusted accordingly. The total collection of renamed file names is available through this zenodo repository as wel as the accompanying metadata file.</p>

opencc-by-4.0Jul 2024View details →
zenodo36/100

Dataset of Israeli-Jews, Palestinians, Israeli-Arabs, Americans and Cypriot students who played Fact Finders and PeaceMaker (examining game performance)

<p><strong>Serious Games, Players' Characteristics and Game Performance</strong></p> <p>The study examines the impact of players' gender, religiosity, political orientation, and nationality on game performance, focusing on two games for social impact revolving around intractable conflicts: PeaceMaker (Israeli-Palestinian conflict) and Fact Finders (Cyprus Conflict). Using questionnaires, we conducted a case study with 168 undergraduates voluntarily playing the two games and reporting their final scores. The participants included Israeli-Jew, Israeli-Arab, Palestinian, American, and Cypriot undergraduate students, differentiating between direct parties and third parties to the conflicts.</p>

opencc-by-4.0Jul 2024View details →
zenodo36/100

Gamification of Student Development Projects in Software Engineering Education - Master's Thesis Dataset

<p>This dataset contains all questionnaire results of the Master's Thesis <em>Gamification of Student Development Projects in Software Engineering Education</em>. The thesis will be linked to this set as soon as it is completed and publically available.</p> <p>In total, five questionnaires were conducted. To analyze users and requirements, a questionnaire with students and project supervisors was conducted. The implemented tool was evaluated using a pre-, mid-, and post-study questionnaire. This dataset contains a folder for each questionnaire including results in CSV format, results in HTML format, which is more human readable, and the questionnaire in PDF format. Due to the used survey tool,&nbsp;<em>lamapoll</em>, some parts of the files are in German. However, the questions and responses are all in English.</p> <p>Additionally, the scripts folder contains the Python scripts that were used to produce the graphics of the thesis. The Python libraries <code>matplotlib</code>, <code>pandas</code>, <code>scipy</code>, <code>numpy</code>, and <code>plot_likert</code> are required to run the scripts. Some of them use the two provided files <code>evalutation_concat_raw_excel.csv</code>, which is a concatenation of the results of the three evaluation questionnaires, and <code>sprint_stats.csv</code>, which contains statistics of the sprints relevant to the user study.</p>

opencc-by-4.0Jul 2024View details →
zenodo36/100

The Use of Questions in Fostering Critical Thinking Among State Registered Nursing Students in Fako Division of Cameroon

<p>Although critical thinking has become a core competency in the practice of nursing and a major apprehension of undergraduate nursing courses, observably, too many nursing graduates are unable to think critically. This has led to the provision of poor-quality care to patients. How nursing students are taught to acquire critical thinking remains unclear and is a call for concern. This study therefore sought to examine teacher&rsquo;s use of the questioning method in fostering critical thinking in State Registered Nursing (SRN) students in Fako Division of Cameroon. An exploratory sequential research design with the collection of both qualitative and quantitative data for triangulation was adopted for the study. Data was collected via interviews with 16 teachers and 4 focus group discussions with year two students from the selected SRN schools. 42 teachers and 105 year two students were also administered questionnaires. 24 classroom observations were carried out to observe teachers&rsquo; questioning skills and finally 205 examination questions were analysed using Blooms taxonomy. Thematic analysis was used for qualitative data while quantitative data was analysed using the statistical package for social sciences version 20.0 for descriptive statistics. The age range for students was between 18 to 26 years and a majority 92 (87.62%) were females while a majority of the teachers 15 (35.72%), had a work experience of 2-5 years and 6- 10 years. The major theme that emerged from the interviews was &lsquo;question and answers&rdquo; and the categories included &ldquo;selected students&rsquo; response&rdquo; and &ldquo;insufficient motivation&rdquo;. Quantitative data analysis revealed several practice gaps such as 72 (68.5%) of the students disagreed that teachers do not focus questions on particular students, while 70 (66.6%) disagreed that teachers allowed adequate time for them to reflect before responding to questions. The findings also revealed that majority of the written examination questions 199 (97.07%) fell under the category of lower thinking order skills. Teachers do not use the questioning method appropriately, hence cannot effectively foster critical thinking in nursing students. The organisation of training workshops on how to use questions to foster CT is therefore necessary.</p>

opencc-by-4.0Jul 2024View details →
zenodo36/100

Political ethnic stereotypes in Flanders - Student sample

<p>Dataset of an online survey experiment conducted in 2017 among Flemish university students on the topic of political ethnic stereotypes.</p>

opencc-by-4.0Aug 2018View details →
zenodo36/100

Dataset on the academic performance of students in 12 programmes from a private university

<p>The dataset on the academic performance of students in 12 programmes from a private university. The overall people sampled for the observation is 2490 undergraduates excavated from 12 programmes which are as follows Computer Science (CIS), Mathematics (MAT), Electrical and Electronics Engineering (EEE), Biochemistry (BCH), Mechanical Engineering (MCE), Microbiology (MCB), Civil Engineering (CVE), Computer Engineering (CEN), Chemical Engineering (CHE), Industrial Chemistry (CHM), Information and Communication (ICE), Petroleum Engineering (PET).</p>

opencc-by-4.0Nov 2018View details →
zenodo36/100

Performance Evaluation: Dataset on the scholastic performance of students in 12 programmes from a private university in the south-west geopolitical zone in Nigeria

<p>Dataset of educational performances of college students in 12 programmes in a private university in Nigeria. The overall people sampled for the observation is 2490 undergraduates excavated from 12 programmes which are as follows Computer Science (CIS), Mathematics (MAT), Electrical and Electronics Engineering (EEE), Biochemistry (BCH), Mechanical Engineering (MCE), Microbiology (MCB), Civil Engineering (CVE), Computer Engineering (CEN), Chemical Engineering (CHE), Industrial Chemistry (CHM), Information and Communication (ICE), Petroleum Engineering (PET).</p>

opencc-by-4.0Nov 2018View details →
zenodo36/100

paper Dataset on the academic performance of students in 12 programmes from a private university

<p>Dataset on the academic performance of students in 12 programmes from a private university. The overall people sampled for the observation is 2490 undergraduates excavated from 12 programmes which are as follows Computer Science (CIS), Mathematics (MAT), Electrical and Electronics Engineering (EEE), Biochemistry (BCH), Mechanical Engineering (MCE), Microbiology (MCB), Civil Engineering (CVE), Computer Engineering (CEN), Chemical Engineering (CHE), Industrial Chemistry (CHM), Information and Communication (ICE), Petroleum Engineering (PET).</p>

opencc-by-4.0Nov 2018View details →
zenodo36/100

CATCH-EyoU: Educating Critical Citizens? Portuguese Teachers and Students' Visions about Critical Thinking in School.

<p>The dataset integrates the perspectives on critical thinking in school of Portuguese teachers (in total, 16 interviews) and students (in total, 8 focus groups).</p>

opencc-by-4.0May 2019View details →
zenodo36/100

Research paper: Implementation of the "Eurocraft" serious game to high school students of Intercultural Education

<p>In this&nbsp;research, concerning Eurocraft serious game the researchers from UoA investigate: (i) The existence and the way of construction of students&rsquo; European identity. (ii) Students&#39; beliefs concerning the &ldquo;European Other&rdquo;, the &ldquo;sense of place&rdquo; and the &ldquo;easy/difficult past/present&rdquo;.&nbsp; (iii) Students&#39; attitudes towards sharing their cultural heritage and acquainting with elements of others&rsquo; cultural heritage through the game. (iv)&nbsp;Usability, use of modern technological practices and the intention of students to use the game.</p>

opencc-by-4.0Mar 2019View details →
zenodo36/100

Accuracy of online survey assessment of mental disorders and suicidal thoughts and behaviors in Spanish university students. Results of the WHO World Mental Health-International College Student initiative.

<p>This dataset contains clinical data about 287 university students that participated in a clinical reappraisal study with the objective of examining the accuracy of WMH-ICS online screening scales for evaluating four common mental disorders (Major Depressive Episode, Mania/Hypomania, Panic Disorder, Generalized Anxiety Disorder) and suicidal thoughts and behaviors used in a survey of Spanish university students(UNIVERSAL project).</p>

opencc-by-4.0Aug 2019View details →
zenodo36/100

Self medication among university students in san jose, costa rica databases

<p>These is the database used for the research study &quot;Self medication among university students in San Jose, Costa Rica&quot;. There are two csv files, a codified database and a database with legends. Please note legends&nbsp;are in Spanish. If you have any questions, contact natalianorori@gmail.com&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Nov 2019View details →
zenodo36/100

Data set from the design of experiment assessment rubric, from university students / future teachers

<p>Using an assessment rubric comprising three levels of success, we evaluated six aspects of designing an experiment, which we call dimensions. This way, specific challenges were identified in two of the dimensions: forming a hypothesis and manipulating the experimental variables, where students often failed to succeed and get lower scores.</p> <p>The data presented here were collected from four (4) diagnostic worksheets, which were made available to students at the beginning of the semester, where a theoretical introduction to the course is given, with reference to learning theories and their use in the teaching of Physics. Therefore, data were collected prior to discussions about the inquiry-based approach, experimental investigations, and the scientific content, such as the concepts and phenomena mentioned in the worksheets.&nbsp;</p> <p>For the present study, we slightly modified and used a rubric that has been proposed to assess the DoE by primary and secondary school students (Lefkos et al., 2011). The modified rubric, has already been tested in a pilot study with fruitful results (Lefkos, 2024).</p> <p>Lefkos, I. (2024). An Assessment Rubric for Future Teachers&rsquo; Ability to Design Experiments. In C. Fazio &amp; P. Logman (Eds.), <em>Challenges in Physics Education</em> (pp. 105&ndash;117). Springer. https://doi.org/10.1007/978-3-031-48667-8_7</p> <p>Lefkos, I., Psillos, D., &amp; Hatzikraniotis, E. (2011). Designing experiments on thermal interactions by secondary-school students in a simulated laboratory environment. <em>Research in Science &amp; Technological Education</em>, <em>29</em>(2), 189&ndash;204. https://doi.org/10.1080/02635143.2010.533266</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Enhancing Collaborative Care in Schizophrenia: A Comparative Analysis of ICF Core Sets Assessments by Occupational Therapy and Mental Health Social Work Students

<p>This repository contains the R code, dataset, and README file for the network analysis of ICF (International Classification of Functioning, Disability, and Health) assessments. The study compares the assessments conducted by occupational therapy students and mental health social work students, analyzing centrality measures and Bridge Expected Influence within their respective networks.</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Video after movie: Community Services, SpeechAce for Student of SMAN 2 Samarinda

<p>Video after movie: Community Service, SpeechAce for Student merupakan video cuplikan kegiatan Pengabdian Kepada Masyarakat yang dilakukan kerjasama antara Fakultas Teknik-Universitas Mulawarman Samarinda dengan SMA Negeri II Samarinda. Kegiatan PKM berupa sosialisasi&amp;workshop untuk mengenalkan dan mempraktekkan penggunaan aplikasi SpeechAce dalam mendukung pembelajaran Bahasa Inggris.</p>

opencc-by-4.0Sep 2024View details →
zenodo36/100

The Impact of Generative AI on Student Learning Outcomes: A Statistical Analytical Approach - Dataset

Open the record for dataset details and reuse information.

opencc-by-4.0Sep 2024View details →
zenodo36/100

Misinformation in the classroom: perceptions of Journalism students

<p>This data results are used in an article that studied the perception of undergraduate Journalism students at a University in the mountains of Santa Catarina (Brazil) about misinformation.</p>

opencc-by-4.0Sep 2024View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record