cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/btddh3txf8.1
title: Barriers to Equitable Cancer Care for Patients with Intellectual Disability: A Mixed-Methods Study of Clinician Perspectives in Ireland

description: This dataset is provided in Microsoft Excel format and contains responses from 100 cancer clinicians and nurses working in the West of Ireland. Data were collected between 2023 and 2024 and explore the problems, challenges, and barriers encountered in the delivery of cancer services to people with intellectual disabilities (PWID) and to people without intellectual disabilities.
Data were gathered using a structured questionnaire adapted from previously validated instruments to ensure relevance to cancer care and intellectual disability contexts. The questionnaire was modified from the following sources:
The General Practice Care of People with Intellectual Disability: Barriers and Solutions (Lennox, Diggens & Ugoni, 1997)
Palliative care provision for people with intellectual disabilities: a questionnaire survey of specialist palliative care professionals (Tuffrey-Wijne et al., 2008)
The adapted questionnaire examines barriers related to: Access to cancer services, Communication difficulties, Service delivery and coordination, Professional knowledge, training, and resource availability
In addition to structured (closed-ended) questions, the dataset includes two open-ended questions inviting participants to recommend interventions or strategies to reduce challenges and improve cancer care provision for people with intellectual disabilities.
Ethical approval for the study was obtained (reference CA3000). All data were anonymized prior to upload. Missing data were recorded as “not answered.”
This dataset may be reused for research, policy development, education, and service planning aimed at improving equity and quality of cancer care for people with intellectual disabilities.
DOI: 10.17632/hs9htv6jfh
title: An assessment of the effectiveness of support systems for managing post-disaster recovery of market fire victims in Ghana

description: The dataset is about the effectiveness of the available disaster support systems for market fire victims in Ghana. It provides data on the proportion of victims securing support from institutional and non-institutional sources, the types of support, duration for the support to be provided, and the effectiveness of the support towards their recovery
DOI: 10.17632/hs9htv6jfh.2
title: An assessment of the effectiveness of support systems for managing post-disaster recovery of market fire victims in Ghana

description: The dataset is about the effectiveness of the available disaster support systems for market fire victims in Ghana. It provides data on the proportion of victims securing support from institutional and non-institutional sources, the types of support, duration for the support to be provided, and the effectiveness of the support towards their recovery
DOI: 10.17632/bf5nf4sgy2
title: data on corporate subsidies and firm performance

description: This data is on governmane subsidies and firm performance
DOI: 10.17632/bf5nf4sgy2.1
title: data on corporate subsidies and firm performance

description: This data is on governmane subsidies and firm performance
DOI: 10.17632/nd5xtkhxb5
title: Vogt et al. 2026: Oxygen isotopic and chemical composition of chromites in the Washington County iron meteorite

description: Data files in the repository provide access to all data that appear in all figures and tables in both the main paper and any supplement of the paper "Oxygen isotopic and chemical composition of chromites in the unique Washington County iron meteorite and implications for classification" by Vogt et al. (2026).
Refer to the file name for the respective figures and tables in which the data appear.
DOI: 10.17632/nd5xtkhxb5.1
title: Vogt et al. 2026: Oxygen isotopic and chemical composition of chromites in the Washington County iron meteorite

description: Data files in the repository provide access to all data that appear in all figures and tables in both the main paper and any supplement of the paper "Oxygen isotopic and chemical composition of chromites in the unique Washington County iron meteorite and implications for classification" by Vogt et al. (2026).
Refer to the file name for the respective figures and tables in which the data appear.
DOI: 10.17632/cywvjsr8k6.1
title: Financial indicators of Russian manufacturers_Working capital management

description: Dataset contains panel data on the financial statements of Russian companies in the manufacturing sector for the period 2010-2024. The dataset has been prepared to study the impact of Working Capital Management (WCM) on financial efficiency in the context of macroeconomic instability.
Preprocessing Features:
Clearing: Most important financial metrics were removed if they were not positive (total assets, revenue, current liabilities, current assets, equity, net income, operating profit, accounts payable, inventory, accounts receivable), The emissions were censored (5-95%) and the gaps were filled - industry median (if avaliable) or global median.

Hypothesis
H1: The relationship between the Cash Conversion Cycle (CCC) and financial performance is non-linear, U-shaped
H2: Firms self-organize into distinct strategic clusters with divergent risk-return profiles.
H3: Macroeconomic shocks cause a structural shift in performance determinants. While "Trading" strategies suffer from inflation, "Aggressive" (low-inventory) strategies demonstrate anti-fragility characteristics, improving performance during crises.
DOI: 10.17632/zmcgxjc3tn
title: Oceanic chlorine enrichment preceding end-Permian warming linked to volcanic degassing - Supplement Material

description: The supplementary materials (S1–S3) include detailed experimental data and calibration information relevant to the study. S1 comprises data from 69 conodont samples collected from 20 horizons across the Permian–Triassic boundary (PTB) of the Jianzishan section, processed via diluted buffered acetic acid dissolution and sodium polytungstate heavy liquid separation, with hand-picked specimens having a Colour Alteration Index (CAI) ≤ 2. Using a CAMECA IMS 1280HR secondary ion mass spectrometer (SIMS) at the Beijing Research Institute of Uranium Geology, 144 paired in situ analyses of δ¹⁸O and chlorine (Cl) contents were conducted—Cs⁺ ions in Gaussian mode sputtered samples with a 10 μm beam diameter and 1.5 nA intensity, detecting ¹⁶O/¹⁸O and ³⁵Cl/³⁷Cl ions via Faraday cups (signals amplified by 10¹⁰ and 10¹¹ ohms resistors, respectively) over 20 collection cycles (4 seconds each). δ¹⁸O values were normalized to VSMOW with Durango apatite for correction, and sea-surface temperatures (SSTs) were estimated using Lécuyer et al.’s (2013) equation with a δ¹⁸Oseawater value of –1‰ VSMOW and a 1‰ downward correction for SIMS-TC-EA-IRMS offset; S1 presents raw/corrected δ¹⁸O values, calculated SSTs (with 2SE precision), relative Cl ion intensities, and corrected Cl contents (wt.%) stratified by sample horizon, formation, conodont zone, and taxon. S2 provides calibration data for Cl content analysis: apatite reference materials (Durango, MGMH128441, TUBAF37, TUBAF38) were analyzed in two sessions, with linear fitting between relative Cl ion intensities and true Cl contents generating calibration curves with R² &gt; 0.99, alongside raw ion intensity data (IP, ³⁵Cl, ³⁷Cl) for reference materials. S3 includes electron probe microanalyzer (EPMA) data for 60 conodont specimens, measuring major elements (CaO, Cl, F, MgO, MnO, FeO, P₂O₅, etc.) to characterize apatite composition, complemented by derived molar ratios (Ca/5, F/1, Cl/1, OH⁻) and mole fractions of F, Cl, and OH⁻ in apatite.
DOI: 10.17632/zmcgxjc3tn.1
title: Oceanic chlorine enrichment preceding end-Permian warming linked to volcanic degassing - Supplement Material

description: The supplementary materials (S1–S3) include detailed experimental data and calibration information relevant to the study. S1 comprises data from 69 conodont samples collected from 20 horizons across the Permian–Triassic boundary (PTB) of the Jianzishan section, processed via diluted buffered acetic acid dissolution and sodium polytungstate heavy liquid separation, with hand-picked specimens having a Colour Alteration Index (CAI) ≤ 2. Using a CAMECA IMS 1280HR secondary ion mass spectrometer (SIMS) at the Beijing Research Institute of Uranium Geology, 144 paired in situ analyses of δ¹⁸O and chlorine (Cl) contents were conducted—Cs⁺ ions in Gaussian mode sputtered samples with a 10 μm beam diameter and 1.5 nA intensity, detecting ¹⁶O/¹⁸O and ³⁵Cl/³⁷Cl ions via Faraday cups (signals amplified by 10¹⁰ and 10¹¹ ohms resistors, respectively) over 20 collection cycles (4 seconds each). δ¹⁸O values were normalized to VSMOW with Durango apatite for correction, and sea-surface temperatures (SSTs) were estimated using Lécuyer et al.’s (2013) equation with a δ¹⁸Oseawater value of –1‰ VSMOW and a 1‰ downward correction for SIMS-TC-EA-IRMS offset; S1 presents raw/corrected δ¹⁸O values, calculated SSTs (with 2SE precision), relative Cl ion intensities, and corrected Cl contents (wt.%) stratified by sample horizon, formation, conodont zone, and taxon. S2 provides calibration data for Cl content analysis: apatite reference materials (Durango, MGMH128441, TUBAF37, TUBAF38) were analyzed in two sessions, with linear fitting between relative Cl ion intensities and true Cl contents generating calibration curves with R² &gt; 0.99, alongside raw ion intensity data (IP, ³⁵Cl, ³⁷Cl) for reference materials. S3 includes electron probe microanalyzer (EPMA) data for 60 conodont specimens, measuring major elements (CaO, Cl, F, MgO, MnO, FeO, P₂O₅, etc.) to characterize apatite composition, complemented by derived molar ratios (Ca/5, F/1, Cl/1, OH⁻) and mole fractions of F, Cl, and OH⁻ in apatite.
DOI: 10.17632/zgjmbxhwb4
title: JMM SLR Dataset

description: This dataset compiles 42 research articles that have been used as part of a systematic literature review concerning trust in digital charitable giving.
DOI: 10.17632/zgjmbxhwb4.1
title: JMM SLR Dataset

description: This dataset compiles 42 research articles that have been used as part of a systematic literature review concerning trust in digital charitable giving.
DOI: 10.17632/936vtbpn93
title: In-situ electrochemical Raman test data, copyright protected.

description: Copyright and Usage Notice

All data presented herein were generated and tested by Kai Dong for the purpose of commercial evaluation and testing, and were intended to be provided to designated intermediaries and/or potential clients under a paid arrangement.

As of the date of upload, although the testing work has been fully completed and delivered, payment has not been received for more than two months following completion. For the purpose of protecting data security and intellectual property rights, the data are therefore uploaded to this public repository solely as a record of authorship and ownership.

Prior to the completion of full payment, all copyrights and associated intellectual property rights of these data remain exclusively with Kai Dong. No individual, institution, or third party is authorized to use, reproduce, distribute, analyze, cite, or otherwise exploit these data, in whole or in part, for any purpose.

Any unauthorized use of these data shall constitute an infringement of intellectual property rights. In such cases, Kai Dong reserves the right to require the infringing party to cease the infringement, eliminate its adverse impact, including but not limited to withdrawal of publications, removal of derivative works, and to pursue further legal remedies where appropriate.

Upon receipt of the agreed payment, the status of these data will be updated accordingly under this project, and authorized usage terms may be granted in writing.
DOI: 10.17632/936vtbpn93.1
title: In-situ electrochemical Raman test data, copyright protected.

description: Copyright and Usage Notice

All data presented herein were generated and tested by Kai Dong for the purpose of commercial evaluation and testing, and were intended to be provided to designated intermediaries and/or potential clients under a paid arrangement.

As of the date of upload, although the testing work has been fully completed and delivered, payment has not been received for more than two months following completion. For the purpose of protecting data security and intellectual property rights, the data are therefore uploaded to this public repository solely as a record of authorship and ownership.

Prior to the completion of full payment, all copyrights and associated intellectual property rights of these data remain exclusively with Kai Dong. No individual, institution, or third party is authorized to use, reproduce, distribute, analyze, cite, or otherwise exploit these data, in whole or in part, for any purpose.

Any unauthorized use of these data shall constitute an infringement of intellectual property rights. In such cases, Kai Dong reserves the right to require the infringing party to cease the infringement, eliminate its adverse impact, including but not limited to withdrawal of publications, removal of derivative works, and to pursue further legal remedies where appropriate.

Upon receipt of the agreed payment, the status of these data will be updated accordingly under this project, and authorized usage terms may be granted in writing.
DOI: 10.15468/vaassa
title: HBRG Vertebrates (not Badger) Dataset

description: All records of vertebrates (apart from birds, which we do not store routinely, and Badger) available to HBRG including all those previously held on the database at IMAG. Assembly and mobilisation of this dataset has been funded by grants from Scottish Natural Heritage (now NatureScot) since 2004, and in some years by members of the Highland Biodiversity Partnership. For bird records, consult RSPB/BTO/SOC.
DOI: 10.15468/rt48my
title: HBRG Fungus, Lichen & Lower Plants Dataset

description: All records of fungi, myxomycetes, algae and bryophytes available to HBRG including all those previously held on the database at IMAG. AAssembly and mobilisation of this dataset has been funded by grants from Scottish Natural Heritage (now NatureScot) since 2004, and in some years by members of the Highland Biodiversity Partnership.
DOI: 10.15468/u1p4wc
title: HBRG Insects Dataset Vol 1

description: All records of insects available to HBRG including all those previously held on the database at IMAG. Records received after 6 March 2022, and any edited records from this set, are placed in HBRG Insects Dataset Vol 2. Assembly and mobilisation of this dataset has been funded by grants from Scottish Natural Heritage (now NatureScot) since 2004, and in some years by members of the Highland Biodiversity Partnership.
DOI: 10.15468/llj6qk
title: HBRG Badger Dataset

description: All records of Badger available to HBRG including all those previously held on the database at IMAG. Assembly and mobilisation of this dataset has been funded by grants from Scottish Natural Heritage (now NatureScot) since 2004, and in some years by members of the Highland Biodiversity Partnership. Requests for full access to OSGRs are to be referred to the dataset administrator for approval on 'need to know' basis.
DOI: 10.17632/bvjxpyzjng
title: Effects of Intercultural Instruction on EFL Learners’ Critical Thinking Skills

description: Abstract. This study investigated the effect of intercultural instruction on the critical thinking skills of first-year Ethiopian university students. A quasi-experimental, embedded mixed-methods design was employed, involving 106 students divided in two intact classes: 52 students in the treatment group received intercultural instruction, whereas 54 students in the comparison group were taught using conventional methods. Over 12-weeks intervention, quantitative data were collected via Watson- Glaser critical thinking tests, and qualitative data were gathered through post-intervention reflective open ended questionnaires. Pre-intervention results indicated no statistically significant difference in critical thinking level between the two groups. However, post-intervention analysis using paired and independent samples t-tests revealed that critical thinking skill level of the treatment group moderately improved. The mean score of the treatment group increased from 18.28 to 19.80, t (51) =-2.97, p = 0.004, with moderate effect size (d = 0.52). In contrast, the comparison group’s scores showed a minimal increase from 18.46 to 18.77, which was not significant, t (53) = -1.35, p = .183, d = 0.12. Independent-samples t-tests further confirmed that the treatment group outperformed comparison group, t (104) = 2.70, p = .008, d = 0.53). Qualitative findings indicated that intercultural instruction fostered a positive and engaging learning environment in enhancing EFL learners’ critical thinking skills. The study concludes that intercultural instruction is an effective approach for developing EFL learners' critical thinking skills and underlines the pedagogical utility of integrating intercultural content into EFL curricula to enhance student engagement and critical thinking skills. 
Keywords: Intercultural instruction; Critical thinking skills; EFL learners; Target culture; local culture; intercultural competence
DOI: 10.15468/r780rb
title: HBRG Other Invertebrates Dataset

description: All records of invertebrates apart from insects available to HBRG including all those previously held on the database at IMAG. Assembly and mobilisation of this dataset has been funded by grants from Scottish Natural Heritage (now NatureScot) since 2004, and in some years by members of the Highland Biodiversity Partnership.
DOI: 10.17632/bvjxpyzjng.1
title: Effects of Intercultural Instruction on EFL Learners’ Critical Thinking Skills

description: Abstract. This study investigated the effect of intercultural instruction on the critical thinking skills of first-year Ethiopian university students. A quasi-experimental, embedded mixed-methods design was employed, involving 106 students divided in two intact classes: 52 students in the treatment group received intercultural instruction, whereas 54 students in the comparison group were taught using conventional methods. Over 12-weeks intervention, quantitative data were collected via Watson- Glaser critical thinking tests, and qualitative data were gathered through post-intervention reflective open ended questionnaires. Pre-intervention results indicated no statistically significant difference in critical thinking level between the two groups. However, post-intervention analysis using paired and independent samples t-tests revealed that critical thinking skill level of the treatment group moderately improved. The mean score of the treatment group increased from 18.28 to 19.80, t (51) =-2.97, p = 0.004, with moderate effect size (d = 0.52). In contrast, the comparison group’s scores showed a minimal increase from 18.46 to 18.77, which was not significant, t (53) = -1.35, p = .183, d = 0.12. Independent-samples t-tests further confirmed that the treatment group outperformed comparison group, t (104) = 2.70, p = .008, d = 0.53). Qualitative findings indicated that intercultural instruction fostered a positive and engaging learning environment in enhancing EFL learners’ critical thinking skills. The study concludes that intercultural instruction is an effective approach for developing EFL learners' critical thinking skills and underlines the pedagogical utility of integrating intercultural content into EFL curricula to enhance student engagement and critical thinking skills. 
Keywords: Intercultural instruction; Critical thinking skills; EFL learners; Target culture; local culture; intercultural competence
DOI: 10.17632/v7zgyr7w7g.2
title: Data: Farm level factors influencing enteric methane emissions from dairy cattle in smallholder farming systems of Malawi

description: The data describes smallholder dairy systems in Malawi. This includes the characteristics of smallholder dairy systems and enteric methane concentrations from dairy cattle. The study area included five districts of Malawi: Lilongwe, Mchinji, Dowa, Mzimba and Dedza, and was conducted between May and June 2024, in the cool dry season. The research aimed to achieve the following at smallholder dairy level: to quantify milk production and actual enteric methane values from dairy cattle, to investigate the farm-level variables influencing enteric methane and to determine the relationship between enteric methane and dairy productivity. 

Seventy-two smallholder dairy farmers were selected via random sampling and surveyed. Farmers met the following criteria: members of a milk bulking group, within the 5 selected districts and partnered with Lilongwe University in the FOODMA project (https://luanar.ac.mw/pco2/programmes.php). Sixty-eight farms comprising 100 dairy cattle (heifers and cows) were included for analysis. 
 
Farm level data (farm and farmer characteristics) were collected via intra-household interview, guided with an "intra-household questionnaire". The KoboToolbox software was used to design and create the questionnaire, as well as store the farm level data. KoboCollect smartphone app was used to facilitate the interview. Enteric methane concentrations were measured directly from each animal in all the selected farms using the Laser Methane Detector (LMD), which was directed between the nostrils of the animal. Methane was measured per animal in the following procedure: every 6-minutes with 1-minute rest intervals, for 1 hour. 

Data was categorized into two: Methane concentration data and Farm level data. 
Methane concentration data (ppm) included "raw methane activity data" and "average methane data". Raw methane data was cleaned and analyzed to determine the enteric methane concentrations from the animal which was recorded in the dataset "average methane data". 
Farm level data comprised the "raw farm data" and "processed farm data". The raw farm data was data recorded during the interviews which was processed by combining similar variables, to create the "processed farm data" . For analysis, both processed datasets were combined into the "farm and methane data".
The combined dataset was analyzed using a linear mixed model (LME) to determine farm-level factors influencing enteric methane emissions from dairy cattle in smallholder dairy systems and the relationship between enteric methane and dairy productivity.
DOI: 10.17632/v5ynd6k67w
title: Hydro-geomorphological features govern the distribution, storage, and transport processes of riverbed microplastics

description: Hydro-geomorphological features govern the distribution, storage, and transport processes of riverbed microplastics
DOI: 10.17632/v5ynd6k67w.1
title: Hydro-geomorphological features govern the distribution, storage, and transport processes of riverbed microplastics

description: Hydro-geomorphological features govern the distribution, storage, and transport processes of riverbed microplastics
DOI: 10.17632/j3xg8vf7jd.1
title: Partial Homeownership: A Quantitative Analysis

description: This conaints all code and replication instructions for the paper "Partial Homeownership: A Quantitative Analysis" By Eirik Eylands Brandsaas and Jens Soerlie Kvaerner.

Replication material are also available at https://github.com/eirikbrandsaas/PartialHomeownership.jl.

Replication instructions are in readme.md.