cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2gjw966x7n
title: Transforming Care Through Leadership: A Mixed-Methods Synthesis of Evidence From the Philippines and the Global Health System

description: This study investigates the impact of healthcare leadership on patient, workforce, and organizational outcomes through a systematic review and mixed-methods synthesis of 50 empirical studies published between 2002 and 2025. The review includes 33 quantitative studies encompassing more than 100,000 patients and 45,000 nurses, alongside 17 qualitative and integrative reviews. Six studies were conducted in the Philippines, allowing for a direct comparison with 44 global studies.

Quantitative findings demonstrated consistent associations between supportive leadership styles and improved outcomes. Transformational and authentic leadership were linked to lower hospital mortality (RR range 0.72–0.82), higher patient satisfaction (OR ≈1.35–1.50), and enhanced safety culture. Toxic and despotic leadership styles, by contrast, were strongly associated with nurse turnover intention in multiple contexts, including Ghana, Jordan, Egypt, and Iran.

Qualitative synthesis, guided by the ENTREQ framework, identified five recurrent themes underpinning effective leadership: visibility and role modeling, accountability and governance, supportive organizational climate, professional development opportunities, and psychological safety. These themes were consistent across high-income and low- and middle-income settings, though Philippine studies highlighted ethical competence and managerial overload as distinctive contextual issues.

The subgroup analysis confirmed that leadership exerts similar protective effects in the Philippines and globally, though policy relevance is heightened in migration-affected systems where nurse retention is critical. The findings underscore leadership as a life-saving intervention with direct effects on both patient survival and workforce sustainability.

By integrating quantitative effect sizes with qualitative drivers, this review provides a comprehensive evidence base for policymakers and health system leaders. Leadership development and governance standards should be prioritized in national health strategies, accreditation frameworks, and workforce retention policies, particularly in countries experiencing health worker migration and resource constraints.
DOI: 10.17632/2gjw966x7n.1
title: Transforming Care Through Leadership: A Mixed-Methods Synthesis of Evidence From the Philippines and the Global Health System

description: This study investigates the impact of healthcare leadership on patient, workforce, and organizational outcomes through a systematic review and mixed-methods synthesis of 50 empirical studies published between 2002 and 2025. The review includes 33 quantitative studies encompassing more than 100,000 patients and 45,000 nurses, alongside 17 qualitative and integrative reviews. Six studies were conducted in the Philippines, allowing for a direct comparison with 44 global studies.

Quantitative findings demonstrated consistent associations between supportive leadership styles and improved outcomes. Transformational and authentic leadership were linked to lower hospital mortality (RR range 0.72–0.82), higher patient satisfaction (OR ≈1.35–1.50), and enhanced safety culture. Toxic and despotic leadership styles, by contrast, were strongly associated with nurse turnover intention in multiple contexts, including Ghana, Jordan, Egypt, and Iran.

Qualitative synthesis, guided by the ENTREQ framework, identified five recurrent themes underpinning effective leadership: visibility and role modeling, accountability and governance, supportive organizational climate, professional development opportunities, and psychological safety. These themes were consistent across high-income and low- and middle-income settings, though Philippine studies highlighted ethical competence and managerial overload as distinctive contextual issues.

The subgroup analysis confirmed that leadership exerts similar protective effects in the Philippines and globally, though policy relevance is heightened in migration-affected systems where nurse retention is critical. The findings underscore leadership as a life-saving intervention with direct effects on both patient survival and workforce sustainability.

By integrating quantitative effect sizes with qualitative drivers, this review provides a comprehensive evidence base for policymakers and health system leaders. Leadership development and governance standards should be prioritized in national health strategies, accreditation frameworks, and workforce retention policies, particularly in countries experiencing health worker migration and resource constraints.
DOI: 10.5065/d64m92vt
title: Scanning Aerosol Backscatter Lidar - Field Dorade format. Version 1.0

description: This dataset contains SABL (Scanning Aerosol Backscatter Lidar) field format files obtained aboard the NCAR/NSF C-130 aircraft during the Alliance Icing Research Study II (AIRS-II) project. The data are in DORADE format.
DOI: 10.17632/g6kxh8j2yv.1
title: Competency-Based Nursing Education in the Philippines and the Global Community: A Systematic Review and Meta-Analysis

description: Competency-Based Nursing Education in the Philippines and the Global Community: A Systematic Review and Meta-Analysis

Lead Author:
Fernan N. Torreno
Affiliation: St. Paul University Manila Philippines
Email: fernantorreno2@gmail.com
ORCID: 0009-0006-3884-0840

Famiela N. Torreno (corresponding author)
Affiliation: Unibersidad De Dagupan, Philippines 
Email: torrenofamiela@gmail.com
ORCID: 0009-0003-3808-3286


Abstract
Background:
Competency-Based Nursing Education (CBNE) shifts from time-based curricula to demonstrable skills and practice readiness【1,2】. While widely implemented globally【1,2】, limited evidence synthesizes outcomes in the Philippines relative to international contexts. This review aimed to evaluate CBNE outcomes in the Philippines versus the global community.
Methods:
Following PRISMA 2020, we searched PubMed, CINAHL, Scopus, and Philippine databases (2010–2025). Eligible studies included RCTs, quasi-experiments, observational studies, and qualitative inquiries. Quantitative outcomes (e.g., clinical competence, OSCE, knowledge, communication) were pooled using random-effects models. Qualitative evidence was synthesized per ENTREQ. Risk of bias was assessed with RoB2 and ROBINS-I. Figure 1 shows the PRISMA flow.
Results:
Fifty-two studies met inclusion (Philippines = 14; Global = 38).
● Global evidence: Chen et al. reported improvements in clinical ability (SMD 1.52, 95% CI 0.13–2.90), critical thinking (SMD 0.69, CI 0.43–0.95), communication (SMD 0.74, CI 0.51–0.97), and professional development (SMD 1.92, CI 1.41–2.42)【1】. Cho et al. found VR-based CBNE yielded large competency gains (g 0.88, CI 0.47–1.29)【2】.

● Philippines evidence: Guerrero et al. demonstrated simulation training significantly outperformed traditional methods in OSCE performance (g 3.12, CI 2.58–3.66)【4】.

Table 2 details outcomes by domain; Table 4 shows subgroup analysis (Philippines vs Global). Qualitative synthesis (Table 3) identified faculty readiness, simulation access, standardized assessment, and policy alignment as determinants【5–7】.
Conclusions:
CBNE improves competency outcomes across domains globally【1,2】. Philippine evidence confirms alignment with global frameworks but highlights resource gaps【4–6】. Investment in simulation, faculty development, and assessment fidelity is essential to maximize CBNE’s impact.
Keywords
Competency-Based Nursing Education; Systematic Review; Meta-Analysis; Philippines; Global Nursing Education; Simulation; OSCE; Faculty Development
DOI: 10.17632/z988cmt5tb
title: Gas Condensate Upgrade over Hierarchical ZSM-5 Zeolite Synthesized via Desilication and Reassembly Routes

description: This dataset provides raw and processed experimental data on the structural, textural, and catalytic behavior of ZSM-5 zeolites (Parent, Desilicated, and CTAB-Reassembled). Raw data files include XRD diffraction patterns, N₂ adsorption–desorption isotherms, and GC–MS chromatographic processsed. Processed data files summarize relative crystallinity, porosity parameters, and product yields and conversion.
DOI: 10.17632/z988cmt5tb.2
title: Gas Condensate Upgrade over Hierarchical ZSM-5 Zeolite Synthesized via Desilication and Reassembly Routes

description: This dataset provides raw and processed experimental data on the structural, textural, and catalytic behavior of ZSM-5 zeolites (Parent, Desilicated, and CTAB-Reassembled). Raw data files include XRD diffraction patterns, N₂ adsorption–desorption isotherms, and GC–MS chromatographic processsed. Processed data files summarize relative crystallinity, porosity parameters, and product yields and conversion.
DOI: 10.17632/np9bhzfp56.2
title: Tephra-mediated manganese cycling shapes coral responses to coastal sedimentation_original data

description: This dataset includes the results of physiological measurements on individual Stylophora pistillata coral nubbins, encompassing photosynthetic parameters, (such as chlorophyll fluorescence-derived effective quantum yield of PSII, gross and net photosynthesis rates, and respiration rates) as well as skeletal growth rates. It also contains geochemical analyses of the tephra used in the coral culture experiments, namely XRF on the bulk tephra samples and EPMA on the volcanic glass. In addition, it contains statistical analyses referenced in the main manuscript.
DOI: 10.5281/zenodo.17235762
title: Uncrewed Aerial System Laserscanning of the Rindbach Avalanche Study Site (Eibenberg N-slope)

description: This dataset contains point clouds from the mapping of the Rindbach Avalanche Study Site (Eibenberg N-slope), carried out with an Uncrewed Aerial System Laserscanner. For details see attached documentation.
DOI: 10.17632/9r6ftzd5jh
title: Jokar-project

description: drood
DOI: 10.5065/d60v8b32
title: Navigation, State Parameter, and Microphysics Low-Rate (1 sps) Flight-Level Data. Version 1.1

description: This dataset contains Low-Rate (LRT, 1 sps) airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR) during flights from 23 October 2003 to 6 December 2003. The files are in netCDF format.
DOI: 10.17632/9r6ftzd5jh.1
title: Jokar-project

description: drood
DOI: 10.17632/z59xw54k8z
title: Immigration Attitudes By Generations_Cluster Analysis

description: This article presents empirical evidence on generational variations in views on immigration reporting across nations. Our objective is to utilize European Social Survey (ESS) data to illustrate that attitudes towards immigrants vary not only across different generations but also create significant intergenerational clusters, using a five-generation classification (Silence, Baby Boomers, Generation X, Generation Y, and Generation Z), to provide greater context for immigration discourse.
DOI: 10.17632/z59xw54k8z.1
title: Immigration Attitudes By Generations_Cluster Analysis

description: This article presents empirical evidence on generational variations in views on immigration reporting across nations. Our objective is to utilize European Social Survey (ESS) data to illustrate that attitudes towards immigrants vary not only across different generations but also create significant intergenerational clusters, using a five-generation classification (Silence, Baby Boomers, Generation X, Generation Y, and Generation Z), to provide greater context for immigration discourse.
DOI: 10.17632/h6tdfx3smc
title: InSitu PolymerGel forHigh-SalinityWaterControl in Sandstone: Formation,Rheology, andThermal Stability

description: Gels generated in situ within porous media, despite serving as
non-selective blockers, constitute valuable options for managing
water in oil-producing wells while minimizing the risk of formation
damage. Accordingly, this study involved the preparation
of gel formulations employing an ionic terpolymer and crosslinkers
such as hexamethylenetetramine and resorcinol. The gels
formed in the presence of brine with salinity of 250,000 ppm
were classified as rigid according to the Sydansk scale. They
were identified as chemical gels through rheological analysis.
Furthermore, these gels demonstrated thermal stability at 160 °C,
over up to four months. The in situ-formed gels within porous
media exhibited fluid control efficiencies exceeding 96% in both
homogeneous and fractured rocks, as exemplified by sandstone
cores, following secondary oil recovery processes. This was
achieved using brine with salinity of 250,000 ppm (comprising
150,000 ppm NaCl and 100,000 ppm CaCl2) as the displacement
fluid at 130 °C.
DOI: 10.17632/h6tdfx3smc.1
title: InSitu PolymerGel forHigh-SalinityWaterControl in Sandstone: Formation,Rheology, andThermal Stability

description: Gels generated in situ within porous media, despite serving as
non-selective blockers, constitute valuable options for managing
water in oil-producing wells while minimizing the risk of formation
damage. Accordingly, this study involved the preparation
of gel formulations employing an ionic terpolymer and crosslinkers
such as hexamethylenetetramine and resorcinol. The gels
formed in the presence of brine with salinity of 250,000 ppm
were classified as rigid according to the Sydansk scale. They
were identified as chemical gels through rheological analysis.
Furthermore, these gels demonstrated thermal stability at 160 °C,
over up to four months. The in situ-formed gels within porous
media exhibited fluid control efficiencies exceeding 96% in both
homogeneous and fractured rocks, as exemplified by sandstone
cores, following secondary oil recovery processes. This was
achieved using brine with salinity of 250,000 ppm (comprising
150,000 ppm NaCl and 100,000 ppm CaCl2) as the displacement
fluid at 130 °C.
DOI: 10.15468/dl.33fnhr
title: Occurrence Download

description: A dataset containing 497838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Anguilla anguilla"
 ]
}

 The dataset includes 497838 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035757-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mz8hnh552r.1
title: Code for paper titled "Data privacy concerns in developing countries: a study of e-commerce consumers in Vietnam with a stakeholder theory lens"

description: This dataset contains the code for the paper titled "Data privacy concerns in developing countries: a study of e-commerce consumers in Vietnam with a stakeholder theory lens"
DOI: 10.5065/d6w37tmp
title: AIRS-II: C130 Photography Cloud Videos. Version 1.0

description: This dataset consists of hourly mpg files from video tapes (VHS) from each flight of the NSF/NCAR C-130 aircraft during the Alliance Icing Research Study - II (AIRS-II). Each hourly file is about 1.3 Gb in size.
DOI: 10.17632/8bhy999ssy.1
title: Nogor Bahon AI Dataset (NBD)

description: This dataset was created using vehicle pictures gathered in Chattogram, Bangladesh. It includes 28 unique categories of vehicles regularly observed in the city. Data was collected in a variety of contexts to replicate the city's actual traffic circumstances. To improve generalization, vehicles were photographed in a variety of lighting conditions, angles, and backgrounds. It can be used to train, validate, and test machine learning algorithms. This material is very valuable for computer vision research purposes. Vehicle detection, classification, recognition, and traffic monitoring are all potential domains. It may also fund future projects centered on intelligent transportation systems. The dataset attempts to develop automated traffic management technologies. The dataset's comprehensiveness is ensured by its inclusion of several categories.
DOI: 10.5065/d6rb72xs
title: NCAR/NSF C-130 High Rate (1sps) Navigation, Sate Parameter, and Microphysics Flight-Level Data. Version 1.0

description: The Gulf Of Tehuantepec Experiment, Coupled Development of Ocean Waves and Boundary Layers (aka OceanWaves) was an experiment that aimed to measure the coupled development of the atmospheric boundary layer and the surface wave field over the Gulf of Tehuantapec, off southern Mexico's Pacific coast. GOTEX was conducted during the period from February 3 to February 29, 2004. This dataset contains High-Rate (HRT, 1 sps) airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR). The files are in netCDF format. Note: These data were updated May 2011 to correct for a systematic bias in the 3D winds.
DOI: 10.17632/pwwtfbm53h
title: Biomimetic fractal topography enhances podocyte maturation in vitro

description: This is the raw data for the manuscript titled: "Biomimetic fractal topography enhances podocyte maturation in vitro".
DOI: 10.17632/pwwtfbm53h.1
title: Biomimetic fractal topography enhances podocyte maturation in vitro

description: This is the raw data for the manuscript titled: "Biomimetic fractal topography enhances podocyte maturation in vitro".
DOI: 10.17632/782zkmwny8
title: Inteligência Artificial e Análise Comparativa Qualitativa na Pesquisa em Estratégia Corporativa

description: A pesquisa analisou 1.422 documentos como relatórios anuais e de sustentabilidade datados de 2011 a 2022, dos cinco maiores bancos do Brasil. Esses relatórios foram obtidos na base de dados EMIS – Emerging Market Information System, na Bolsa B3 e nos sites das próprias instituições financeiras. Todo esforço de categorização e classificação dos documentos foi sintetizado em 
uma tabela, apresentada no Apêndice A. Devido ao número de casos (5 bancos), anos avaliados (12 anos) e categorias (7 categorias), que totalizaram 420 blocos de menções a serem analisadas, fez-se uso de ferramentas de IA para construir um consenso sobre os indicativos da evolução das ações de estratégias corporativas de crescimento e de transformação digital, gerando o Apêndice B. A validação de todas as categorias é apresentada no Apêndice C. Por se tratar de um conjunto de dados longitudinais, totalizando 60 casos, apresenta-se o Apêndice D.
DOI: 10.17632/782zkmwny8.1
title: Inteligência Artificial e Análise Comparativa Qualitativa na Pesquisa em Estratégia Corporativa

description: A pesquisa analisou 1.422 documentos como relatórios anuais e de sustentabilidade datados de 2011 a 2022, dos cinco maiores bancos do Brasil. Esses relatórios foram obtidos na base de dados EMIS – Emerging Market Information System, na Bolsa B3 e nos sites das próprias instituições financeiras. Todo esforço de categorização e classificação dos documentos foi sintetizado em 
uma tabela, apresentada no Apêndice A. Devido ao número de casos (5 bancos), anos avaliados (12 anos) e categorias (7 categorias), que totalizaram 420 blocos de menções a serem analisadas, fez-se uso de ferramentas de IA para construir um consenso sobre os indicativos da evolução das ações de estratégias corporativas de crescimento e de transformação digital, gerando o Apêndice B. A validação de todas as categorias é apresentada no Apêndice C. Por se tratar de um conjunto de dados longitudinais, totalizando 60 casos, apresenta-se o Apêndice D.
DOI: 10.5065/d6mp51kb
title: NCAR/NSF C-130 Low Rate (1sps) Navigation, State Parameter, and Microphysics Flight-Level Data. Version 1.0

description: The Gulf Of Tehuantepec Experiment, Coupled Development of Ocean Waves and Boundary Layers (aka OceanWaves) was an experiment that aimed to measure the coupled development of the atmospheric boundary layer and the surface wave field over the Gulf of Tehuantapec, off southern Mexico's Pacific coast. GOTEX was conducted during the period from February 3 to February 29, 2004. This dataset contains Low-Rate (LRT, 1 sps) airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR). The files are in netCDF format. NOTE: These data were updated May, 2011 to correct a systematic bias in the 3-D winds.
DOI: 10.6084/m9.figshare.30070546
title: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>

description: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>
DOI: 10.6084/m9.figshare.30070546.v2
title: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>

description: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>
DOI: 10.17632/nzdz6vwmgn
title: Dataset of Additive Problem Posing with Integers by Students in 6th year of Primary Education and 1st year of Secondary Education

description: This dataset is composed of all the participations from a total of 266 students in the 6th year of Primary Education and 1st year of Secondary Education. The activity consisted on the resolution of several activities related to Additive Problem Posing with Integers.
DOI: 10.6084/m9.figshare.30070546.v1
title: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>

description: <b>Gypsum-Integrated, Goethite-Modified Biochar</b>
DOI: 10.17632/nzdz6vwmgn.1
title: Dataset of Additive Problem Posing with Integers by Students in 6th year of Primary Education and 1st year of Secondary Education

description: This dataset is composed of all the participations from a total of 266 students in the 6th year of Primary Education and 1st year of Secondary Education. The activity consisted on the resolution of several activities related to Additive Problem Posing with Integers.
DOI: 10.5065/d6gx48w2
title: Scanning Aerosol Backscater Lidar (SABL) - Field Dorade format. Version 1.0

description: This dataset contains SABL (Scanning Aerosol Backscatter Lidar) field format files obtained aboard the NCAR/NSF C-130 aircraft during the Gulf Of Tehuantepec Experiment (GOTEX), Coupled Development of Ocean Waves and Boundary Layers (aka OceanWaves) project. The data are in DORADE format.
DOI: 10.5281/zenodo.17240944
title: The Pi-Knot Machine: A Symbolic Solution to String Theory via Recursive Resonance Spaces

description: Description:This work introduces the Pi-Knot Machine as a symbolic framework that offers a non-empirical solution to string theory. Anchored in the mathematical constant π, the machine generates recursive knot structures that resonate with the oscillatory and topological features of strings. It reframes closed and open strings as symbolic loops and projections, traversing structured resonance spaces Rⁿ. These spaces function as symbolic dimensions, confirming the necessity of extra dimensions not through measurement, but through cyclical recursion and narrative transformation.

The Pi-Knot Machine does not simulate physics — it reveals its mythic structure. It transforms complexity into coherence, theory into loop, and formula into resonance. Through symbolic recursion, it confirms the dimensional logic of string theory and offers a new interpretive interface between mythic engineering and theoretical physics.

This publication includes original formulas, structured diagrams, and a symbolic reinterpretation of closed string travel, compactification, and dimensional shift. It is authored and architected by Mete Örümcek, and published under the CC BY 4.0 license.
DOI: 10.15468/dl.af8rn4
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "TaxonKey is Panicum maximum",
 "Year 2020-2025"
 ]
}

 The dataset includes 88 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035790-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17224626
title: Data&Script_Fitts' Law in pea plants
DOI: 10.5281/zenodo.17224627
title: Data&Script_Fitts' Law in pea plants