cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s49m4g4d79
title: Exploring job satisfaction in fitness franchises: a study from a human talent perspective

description: This study examines job satisfaction in Mexican fitness franchises from a human talent perspective. The research is guided by the following key questions: What factors influence job satisfaction in fitness franchises? How do professional development opportunities and working conditions impact job satisfaction? What challenges or improvements can enhance overall job satisfaction and employee performance?

Findings and Data Insights

Data was gathered from six semi-structured interviews conducted in October 2023 with employees in different roles. The interviews explored work-life balance, motivation, professional development, relationships, and compensation.

Internal communication emerged as the primary factor in job satisfaction. Poor communication from leadership led to uncertainty and dissatisfaction, whereas open dialogue and clear feedback boosted motivation. Interpersonal relationships also played a crucial role; strong team dynamics improved satisfaction, while unresolved conflicts and favouritism caused dissatisfaction.

Work-life balance was another key element. Employees who managed professional and personal lives separately reported higher satisfaction. However, stress was a concern, especially for those handling heavy workloads or difficult customers. Flexible work arrangements and stress management strategies were suggested as solutions.

Professional development was valued, but employees felt current training—mostly virtual—lacked engagement. Structured, in-person training could enhance skills and career progression. Compensation was generally viewed as fair, though some employees desired additional benefits like food vouchers and performance incentives. Small enhancements in benefits could positively impact morale.

Data Collection and Interpretation

Data was analysed using ATLAS.ti 23, applying a grounded theory approach to identify ten key themes: work-life balance, stress, communication, motivation, development, compensation, relationships, workplace environment, tasks, and overall satisfaction. Sentiment analysis showed neutral responses dominated, with a significant number reflecting negative emotions due to workplace challenges.

The findings highlight the importance of targeted HR strategies. Recommendations include improving communication, fostering teamwork, offering structured training, and enhancing compensation. Aligning these with sustainable development goals can promote better working conditions and economic sustainability.

By addressing these factors, fitness franchises in Mexico can improve retention, service quality, and organisational success. This study serves as a reference for future research and a strategic tool for HR management in similar industries.
DOI: 10.17632/w36pwt8t6c
title: Data Respondent Coworker Support Survey in Coal Mining Industry

description: This dataset comes from a survey in Indonesia’s coal mining industry. Out of 493 respondents, 349 met the screening criteria. Participants work in Operations/Production, Engineering, and Plant departments. It includes demographics such as employee age and job position. Years of experience and education level are also considered. Team size and work area (office, field, or both) are included. To support this research : "The impact of coworker support toward Team Cohesion and Transactive Memory System Collaboration: Moderating roles of Intergenerational Affect in Mining Industry"
DOI: 10.6084/m9.figshare.7636922.v2
title: Dataset - A Comprehensive Methodology to Evaluate Losses and Process Variations in Silicon Solar Cell Manufacturing

description: This dataset contains detailed performance loss analysis results of approximately 400 industrial crystalline silicon solar cells, all coming from the same production line. The characterization sequence combines traditional global cell measurements (e.g., current-voltage, Suns-<i>V</i><sub>OC</sub>) with camera-based cell imaging of voltage distribution and power dissipation from photoluminescence and lock-in thermography, respectively. Spatial variations in current collection are visualized using a high-speed external quantum efficiency and reflectance measurement technique. A non-destructive transfer length method (TLM) measurement technique is also implemented, featuring circular TLM structures hidden within the busbars of the cells. The variance of individual loss parameters and their impact on cell performance are quantified for this large group of cells.
DOI: 10.17632/d2333hxs28
title: proteomic data

description: proteomic data RP2
DOI: 10.17632/gtwprdjsvv
title: Mimickers of Monkeypox

description: Supplementary figure 1
Diseases presenting as outbreaks of blistering exanthems A) Monkeypox- pustular, targetoid, centrally crusted lesions at genital and peri-genital area B) Chickenpox- superficial ‘dewdrop on rose petal’ blisters C) Gianotti-Crosti syndrome- papulo-vesicles at knee D) Hand foot mouth disease- lesions over hands and feet E) Hand foot mouth disease- targetoid, centrally crusted and umbilicated lesions over buttocks F) Hand foot mouth disease- oral erosions.

Supplementary figure 2
Genital diseases which can be confused with monkeypox A) Solid papule of molluscum contagiosum at glans, which can be mistaken for a vesicle B) Umbilicated perianal papules of molluscum contagiosum in a child C) Circular and polycyclic erosions of genital herpes D) Excoriated papules of scabies at genitals, which can be mistaken for papulo-vesicles E) Multiple painless elevated and indurated primary syphilitic chancres F) Fixed drug eruption at shaft of penis presenting as painful dusky erythematous edematous plaque with a small erosion.
DOI: 10.17632/jdy8b542cs
title: Can technology improve the classroom experience in primary education? An African experiment on a worldwide program

description: Replication data and code for 'Can technology improve the classroom experience in primary education? An African experiment on a worldwide program,' authored by Joana Cardim, Teresa Molina-Millán, and Pedro C. Vicente, to be published at the Journal of Development Economics.
DOI: 10.17632/mf4fr3km8k
title: Karakteristik Laki-Laki Aceh Yang Melakukan Pekerjaan Domestik

description: Kesenjangan gender berpengaruh pada munculnya konflik antara laki-laki dan perempuan di
dalam rumah tangga. Karakter laki-laki sebagai kepala rumah tangga salah satu penyebabnya. Variabel
independen dari faktor demografi yang diteliti antara lain umur, umur kawin pertama, status pekerjaan,
tingkat pendidikan, pemahaman agama dan klasifikasi wilayah tempat tinggal. Tujuan penelitian ini
adalah untuk mengetahui karakter laki-laki Aceh yang memengaruhi perilaku melakukan pekerjaan
domestik. Data yang digunakan merupakan data sekunder yang berasal dari raw data Survei Sosial
Ekonomi Nasional (SUSENAS) Maret Tahun 2020 Provinsi Aceh. Unit analisis yang digunakan dalam
penelitian ini adalah 10.800 laki-laki dengan status menikah yang pasangannya juga tinggal di
rumah/bangunan fisik yang sama di Provinsi Aceh. Penelitian menggunakan metode deskriptif dan
inferensia (regresi logistik biner). Hasil metode deskriptif menunjukkan bahwa karakteristik laki-laki
Aceh mayoritas mengurus pekerjaan domestik, berpendidikan SMP ke bawah, bekerja, tidak/kurang
paham agama dan tinggal di perdesaan. Hasil inferensia dengan metode regresi logistik biner
menunjukkan bahwa umur, status pekerjaan, tingkat pendidikan, pemahaman agama dan klasifikasi
wilayah tempat tinggal signifikan terhadap perilaku laki-laki Aceh mengurus pekerjaan domestik.
DOI: 10.17632/4sd3dxmprz
title: Data for: “Clear action requires clear thinking”: A systematic review of gentrification and health research in the United States

description: List of reviewed articles status of inclusion or exclusion into study and rationale if excluded
DOI: 10.17632/bmg4f64bdz
title: Field-validated species distribution model of Canada Warbler (Cardellina canadensis) in Northwestern Ontario

description: The Canada Warbler (CAWA) is a species of conservation concern, but its ecological needs and distribution remain poorly understood. Additionally, contradictory findings exist regarding the impact of logging on CAWA abundance and habitat use. Furthermore, its habitat needs may be distorted by limitations in current habitat availability compared to historical conditions. We developed a predictive high-resolution (30 m) field-validated species distribution model (SDM) in Ecoregion 4W of Northwestern Ontario, Canada, where little field-derived information about the species is available. We aimed to assess how time since disturbance mainly due by logging affects CAWA occurrence and distribution and also the accuracy of the model by ground-truth validation. We used a desktop dataset from different sources, and due to limited number of observations (78 after filtered) we enhanced the dataset with field-collected data gathered in 2021 and 2022. We ran different models also to test the accuracy of the models using only desktop data and a datasete enhances with field-collected data. 
 
The SDM’s environmental covariates included a bare soil index (BASI), a normalized water index (NDWI) as an indicator of deciduos vegetation, an enhanced vegetation index (EVI), a digital elevation model (DEM), years since disturbance (DISTURB [usually by logging] 1-20 years since last disturbance happened, 21 value represent undisturbed or no disturbed more than 20 years ago), distance to mature coniferous forest (D_CONIF), tree canopy height (CAN) and distance to water (WATER) as indicator of riparian zones. The models that used field-collected data showed a moderate performance for both training and test data (AUC 0.7) while the model that used only desktop dataset showed a poor performance (AUC 0.6); NDWI, WATER, EVI and D_CONIF were the most influential covariates indicating high association of CAWA to deciduous vegetation, riparian areas, shrub cover and importance of coniferous stands. CAWA occurrence probability was high in undisturbed areas, but also it has a high predicted probability (&gt;0.6) in areas within six years since disturbance; CAWA may take advantage of regenerated forest depending on shrub density and retention of old-growth forest structure ( CAWA had a high prediction of occurrence areas with canopies higher than 10m tall).
DOI: 10.17632/vjryt9fsgm
title: Origin of the Tongda fluorite deposit related to the paleo-Pacific Plate subduction in southern Jiangxi Province, China: New evidence from geochronology, geochemistry, fluid inclusion, and H–O isotope compositions

description: This data is about the study of the fluorite deposit in Tongda, Jiangxi, which mainly includes geochronology, geochemistry, fluid inclusion, and H-O isotope compositions. This study attempts to establish clear constraints on the origin of these deposits and propose a model to better explain the ore-forming processes. The Sm–Nd dating of fluorite and zircon U–Pb ages show that Tongda deposit was formed during Late Cretaceous, and the Huitong granitic complex is the ore host rather than metallogenic body of the Tongda deposit; the study of fluid inclusions and H-O isotope compositions shows that The ore-forming fluids can be mainly attributed to a NaCl-H2O system of low temperature, salinity, and density, and the ore-forming fluid was dominated by meteoric water, possibly with minor contribution of hydrothermal fluid. Based on the results, we think that 4) Both the interaction with host rocks and the cooling of hydrothermal fluids are the likely mechanisms underlaying fluorite precipitation in the Tongda deposit, and the mineralization was occurred in extensional faults during the Late Cretaceous associated with the subduction of the Paleo-Pacific Oceanic plate.
DOI: 10.6084/m9.figshare.26073877.v1
title: Wood mice utilize understory vegetation of dwarf bamboo dead culms without leaves as their habitat and foraging site

description: Data of captured mice show the date and number of mice captured. The green parts at "captured site in plot" mean area with dead<i> Sasa borealis</i> culms.<br>Data of feeding test show results of feeding experiment of sound and infested acorns of <i>Castanea crenata.</i>
DOI: 10.17632/wnt6thwzvp
title: ThermoMechaLimestone

description: This data set gives more than 11 years of temperature and displacements recorded on and in a limestone cliff. An extensive presentation of the monitoring device can be found in (Gasc-Barbier et al., 2020, 2015) and is summarized below. Interpretation of data is proposed in Gasc-Barbier et al. (2021)
LaRG20102021_instrum.jpg displays the hazard zone. We can see a perched cave in a limestone cliff where a part of its roof had collapsed. On its roof an unstable beam reminds. This remaining beam is delimited by a horizontal interlayer thinning from East to West, hanging to the roof of the cave at the west and east-clamped in the rock mass. Opened fractures can be observed all around the beam. In order to assess the remaining hazard, 4 fissurometers (F1 to F4) and a thermal probe were installed on the roof of the cave and two borehole extensometers (D1 and D2) were drilled perpendicular to the face of the cliff, above the cave, to understand the global behaviour of the rock mass. 
The four fissurometers were positioned around the remaining beam to quantify the aperture of the joints, in order to evaluate the relative movement of the blocks, according to changes in external conditions: F1 near the east-clamped end of the beam, and the three others on the west part: Two of them (F3 and F4) were fixed across a horizontal joint and a vertical joint respectively, F2 is positioned across the vertical joint in a 45° angle. The thermal probe was fixed on the roof of the cavity near the three. Fissurometers are LVDT strain gauges that measure displacements between their two extremes with a resolution of 1/10 th mm. LaRG20102021_fissurometer.xlsx gives a record per hour.
The borehole extensometers (D1 & D2) are RockTest / Télémac distofor@ anchored in the rock mass at the end of the borehole at a depth of 8 m from the cliff wall. Both were prepared with three displacement measuring points at depths of 2 m, 4 m and 6 m from the cliff wall and temperature measuring points at 2 m and 6 m depth. The supplier gives a measuring range of 100 mm, a resolution lower than 0.01 mm. Given the length of the rods used (8 m), the precision is about 0.05 mm. The operating temperature must remain between 0° and 50 °C. The devices were placed perpendicular to the rock face, about 4 m and 7.5 m above the roof of the cave cavity (see Gasc-Barbier et al. 2021). LaRG20102021_disto.xlsx gives a record per hour.
Measurements lasts between July 2010 until April 2015. They were stopped when reinforcement works were proceeded in the cave in order to secure the village.

Gasc-Barbier, M., Merrien-Soukatchoff, Virely, D. 2021. The role of natural thermal cycles on a limestone cliff mechanical behavior. Eng Geol. DOI 10.1016/j.enggeo.2021.106293. 
Gasc-Barbier et al, 2020 https://doi.org/10.1051/geotech/2020013
Gasc-Barbier, M., Virely, D., Guittard, J., 2015. Thermal fatigue in rocks- la roque-gageac’ case study, in: 13th ISRM International Congress of Rock Mechanics. Montreal, Canada.
DOI: 10.21233/e59c-bc64
title: Taejongchon River ostracode surface sample dataset

description: Raw data for the Taejongchon River ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/wrk27sjttc
title: Birds of the Iberian Peninsula (1817-2021)

description: Bird observations gathered from the citizen science platforms eBird, Observation.org, and GBIF.
A total of 23,372,637 records collected between 1817 and 2021.
Observed bird richness: 553.

Files:
- data.zip: csv file with the observations
- grid.zip: shapefile with the grid cells
DOI: 10.17632/k38rzk6wvb
title: The relative-relative liquidity premium and cross-sectional returns: Evidence from China

description: We propose an aggregate liquidity factor using a principal component analysis approach to measure diﬀerent aspects of illiquidity information in Chinese markets. We aggregate information on 7 liquidity-related trading-volume- and price-volatilitybased characteristics to build the new illiquidity factor (LiqAR). To eliminate the sentiment and moment information introduced into the LiqAR during the aggregating process, we standardized the LiqAR in both horizontal and vertical directions. We evaluate various factor pricing models incorporating the relative-relative LiqAR factors and ﬁnd that the new LiqAR factor generates signiﬁcantly higher cross-sectional stock returns than convenience illiquidity factors. The results remain robust after introducing diﬀerent pricing factors, such as size, book-to-market ratio, and earnings-to-price ratio. The new 2, 3, and 4 factor pricing models can account for numerous return anomalies.
DOI: 10.6084/m9.figshare.9882935.v1
title: Microscopy and contamination rates

description: Figure 1: primary data<br>Figure 3: primary data<br>
DOI: 10.6084/m9.figshare.5129068.v1
title: Supplementary Material for: Knowledge of the Relationships between Oral Health, Diabetes, Body Mass Index and Lifestyle among Students at the Kuwait University Health Sciences Center, Kuwait

description: <b><i>Objectives:</i></b> To evaluate the level of knowledge regarding the relationships between oral health, diabetes, body mass index (BMI; obesity) and lifestyle among students of the Health Sciences Center (HSC), Kuwait, and to explore any possible correlation between students' oral health knowledge, BMI and lifestyle choices. <b><i>Subjects and Methods:</i></b> A stratified random sample was proportionally selected according to the size of each faculty from the 1,799 students. The questionnaire was divided into 3 sections (i.e. demographics, evaluation of oral health knowledge in relation to diabetes, and evaluation of diabetes knowledge in relation to lifestyle) and distributed to 532 students. Oral health knowledge was categorized as limited, reasonable or knowledgeable. Lifestyle was classified as healthy or nonhealthy. The BMI was calculated as weight (kg) divided by the square of the height (m). ANOVA and χ<sup>2</sup> tests were used to test for differences between independent variables. A Pearson correlation coefficient test was used to assess correlations. p &lt; 0.05 was considered statistically significant. <b><i>Results:</i></b> Of the 532 questionnaires, 498 (93.6%) were completed. The mean knowledge score was 47.7 ± 25.2; of the 498 students, 235 (47.3%) had a BMI within the normal range, 184 (37.0%) were pre-obese and 67 (13.5%) were obese. Of the 498 students, 244 (49%) had a healthy lifestyle. There was no correlation between oral health knowledge and the other variables; however, there was a correlation between lifestyle and obesity. <b><i>Conclusion:</i></b> In this study, the majority of the students had limited knowledge of oral health in association with diabetes and lifestyle. More than half of the students fell in the pre-obese/obese range.
DOI: 10.17632/khzyvrv94k
title: Competition between slip and twinning in BCC-Fe: An atomistic simulation study

description: The following supplementary videos belong to the above titled thesis. The thesis will be uploaded in my ResearchGate profile (https://www.researchgate.net/profile/J-Veerababu) after final submission.
DOI: 10.17632/s7m535k6nt
title: Inflammatory leptomeningeal cytokines mediate COVID-19 neurologic symptoms in cancer patients. Remsik, Wilcox et al.

description: Targeted proteomics analyses of cerebrospinal fluid from four patient cohorts, as described in Remsik, Wilcox et al.
DOI: 10.17632/5wb25p9d5g
title: Cost-utility analysis of HTLV-1 antenatal screening: Open-access editable tool

description: This is a cost-utility model to assess the implementation of HTLV-1 antenatal screening and intervention to prevent mother-to-child transmission (exclusive formula-feed). The model is based on a decision tree associated with a Markov model.  
This is available as an open-access, editable, user friendly, Microsoft Excel spreadsheet. Users can edit it with their input and the model will generate results automatically.
Contact Dr. Carolina Rosadas for queries and support:
c.rosadas-de-oliveira@imperial.ac.uk
DOI: 10.6084/m9.figshare.9784385.v1
title: China provincial CO2 emission inventory (sectoral approach), 2016-2017

description: The dataset provides China provincial CO2 emission inventory (sectoral approach) from 2016-2017.The emissions include CO2 from fossil fuel combustion and cement process.
DOI: 10.6084/m9.figshare.4040070.v1
title: Corpus callosum CAPs

description: Spreadsheets - Li, Velumian, Samoilova & Fehlings 2016""A Novel Approach for Studying the Physiology and Pathophysiology of Myelinated and Non-Myelinated Axons in the CNS White Matter"Suction electrode recordings from isolated corpus callosum
DOI: 10.17632/4md98yy6c4
title: Heavy metal assessment of tea leaves and infusions

description: Other than water, tea is the most consumed beverage worldwide and constitutes a significant part of our diet. However, heavy metal content of tea leaves has been a major health concern associated with tea consumption. To inform consumers and stakeholders, the carcinogenic and non-carcinogenic health risk assessment for heavy metals in tea was conducted. A total of 45 tea (Camellia sinensis) samples from China, India, and the USA, including black and green tea were analyzed for nine heavy metals (Ag, As, Ba, Cd, Cr, Cu, Pb, Se, and Zn) using both the tea leaves as well as three types of tea infusions prepared based on various tea drinking habits. The results showed that country of origin had a significant influence on Ba, Cr, Pb, and Zn contents in tea and on As, Ba, Cd, Cr, Pb, and Zn contents in tea infusions. The Cr and Cu contents in black tea were significantly higher (p < 0.05) than in green tea. However, only the Cr content in black tea was significantly higher (p < 0.05) than that of the green tea in tea infusion. Among the three types of infusions, the heavy metal contents were the highest in the first infusion and decreased as the number of infusion steps increased. Subsequently, the results were used for health risk assessment of these heavy metals for both non-carcinogenic and carcinogenic risk. For non-carcinogenic risk, the trend of mean hazard quotient (HQ) values was in the order of As > Cr > Cu > Pb > Se > Zn > Cd > Ba > Ag. The hazard index (HI) values, representing combined non-carcinogenic effects of the studied heavy metals, were well below one, indicating that the consumption of tea infusion is not likely to cause non-carcinogenic risk. However, the carcinogenic risk for As was of concern; R > 1.0 × 10-5. Our results indicate that avoiding drinking the first infusion can help to reduce both carcinogenic and non-carcinogenic health risks for heavy metals.
DOI: 10.6084/m9.figshare.14402543.v1
title: Spontaneous and evoked neural activity patterns in the larval zebrafish

description: This dataset contains dF/F values of GCaMP6s imaging of spontaneous and evoked neural activity in the optic tectum of 42 larval zebrafish over development.<br>For more details see Lilach Avitan, Zac Pujic, Jan Molter, Shuyu Zhu, Biao Sun, and Geoffrey J. Goodhill, 'Spontaneous and evoked activity patterns over development', eLife (2021).<br>
DOI: 10.17632/mbwwxd62wm
title: Data for: Seismic behavior of exposed concrete filled steel tube column bases with embedded reinforcing bars: Experimental investigation
DOI: 10.6084/m9.figshare.7130570.v1
title: iot vulnerability assessment graph

description: The graph shows the statistics of the output of the vulnerability assessment of IoT devices at European Organization for Nuclear Research(CERN).