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Mission: DR-NTU (Data) curates, stores, preserves, makes available and enables the download of digital data generated by the NTU research community. The repository develops and provides guidance for managing, sharing, and reusing research data to promote responsible data sharing in support of open science and research integrity.

Who can deposit? NTU faculty, research staff and students.

What can be deposited? Final, non-sensitive research data from projects carried out at NTU. The uploaded content must not infringe upon the copyrights or other intellectual property rights, and must be void of all identifiable information.

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41 to 50 of 2,428 Results
Jul 18, 2026 - NIE Data Repository (Harvested)
Lyu, Qianru; Chen, Wenli; Liu, Shuai; Heng, John Gerard Kok Hui; Su, Junzhu; Wang, Yuhan, 2025, "Related Data for: Hands-on consensus building: Leveraging deep learning models to unveil hand gestures in consensus-building discourses", https://doi.org/10.25340/R4/LL3APY
From the lens of embodied cognition, hand gestures emerge as vital embodiments facilitating shared meaning-making among learners in collaborative learning. Despite this recognition, the specific role of hand employment in various consensus-building discourses remains elusive, and...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Kwok, Boon Chong; Lim, Justin Xuan Li; Wong, John Kok Hong; Tan, Jerel Jie Rui; Kumar, Kisho; Smith, Helen Elizabeth; Kong, Pui Wah, 2025, "Related Data for: DMA Clinical Pilates™ exercises improved clinical and biomechanical outcomes for adults with nonspecific chronic low back pain: A randomized controlled trial", https://doi.org/10.25340/R4/SUDSRK
Purpose Pilates exercises are beneficial for chronic lower back pain. This study examined the effectiveness of DMA Clinical PilatesTM in improving clinical and biomechanical outcomes against general Pilates and general exercise. Methods 52 adults with nonspecific chronic low back...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Farhan Ali; Tan, Amanda Swee-Ching; Wang, Serena Jun-Wei, 2024, "Related Data for: Can machine learning help accelerate article screening for systematic reviews? Yes, when article separability in embedding space is high", https://doi.org/10.25340/R4/VB85L1
Systematic reviews play important roles but manual efforts can be time-consuming given a growing literature. There is a need to use and evaluate automated strategies to accelerate systematic reviews. Here, we comprehensively tested machine learning (ML) models from classical and...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Chan, Melvin; Lim, Regina Si Hui; Koh, Kooon Teck, 2025, "Related Data for: The 4Cs in youth sport: Investigating psychometric multidimensionality, measurement invariance and criterion-related validity", https://doi.org/10.25340/R4/X9IIKF
The 4Cs of positive youth development have been proposed as an appropriate framework for assessing athlete outcomes across various sport domains. However, the psychometric multidimensionality of the full 4C model has not been rigorously investigated. This study examined the psych...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Low, Seow Ting; Chua, Terence Buan Kiong; Li, Dan; Chia, Michael, 2025, "Related Data for: Adherence to the Singapore integrated 24h activity guidelines for pre-primary school children before, during and after the COVID-19 lockdown in Singapore", https://doi.org/10.25340/R4/W6R7Y4
The COVID-19 pandemic has significantly disrupted the lives of pre-primary school children in Singapore where increased infection rates prompted lockdown measures that altered children’s daily routines. This study aimed to evaluate the impact of the pandemic on the lifestyle beha...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Muhammad Faisal Aman, 2025, "Related Data for Thesis/Dissertation: A study of Singapore geography teachers in responding to curriculum changes", https://doi.org/10.25340/R4/WARCIO
In Singapore’s education system, teachers are highly encouraged by the Ministry of Education (MOE) to take up professional development (PD) courses to keep abreast with curriculum change cycles for school subjects that occur every six to eight years. The Geographical Inquiry (GI)...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Munez, David; Cheung, Pierina; See, Jaslyn; Lim, Maureen, 2026, "Related Data for: Late-emerging associations between numeral order and children’s mathematics: What predicts is changing", https://doi.org/10.25340/R4/WJGUDM
The predictive role of numeral order knowledge for mathematics achievement is well-established but puzzlingly late-emerging, becoming a strong predictor only after the early school years. The study investigates whether this pattern reflects a developmental differentiation of the...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Zhu, Tianming, 2026, "Related Data for: A fast and accurate kernel-based independence test with applications to high-dimensional and functional data", https://doi.org/10.25340/R4/WLJYAW
Testing the dependency between two random variables is an important inference problem in statistics since many statistical procedures rely on the assumption that the two samples are independent. To test whether two samples are independent, a so-called HSIC (Hilbert–Schmidt Indepe...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Zhu, Tianming, 2026, "Related Data for: Two-sample Behrens–Fisher problems for high-dimensional data: A normal reference F-type test", https://doi.org/10.25340/R4/UW0QB6
The problem of testing the equality of mean vectors for high-dimensional data has been intensively investigated in the literature. However, most of the existing tests impose strong assumptions on the underlying group covariance matrices which may not be satisfied or hardly be che...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
Jul 18, 2026 - NIE Data Repository (Harvested)
Lim, Jolene Ziyuan; Kong, Pui Wah, 2026, "Related Data for: Transfer of computer-based assessment to in-situ performance in novice field hockey goalkeepers", https://doi.org/10.25340/R4/XUSAUS
Field hockey goalkeeping requires a combination of decision-making and physical skills to perform well under pressure. While computer-based tasks have been used as a decision-making testing tool, such relevance to actual goalkeeping performance remains unclear in novice goalkeepe...
This Dataset is harvested from our partners. Clicking the link will take you directly to the archival source of the data.
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