Find research datasets worth reusing

opencc-by-4.0Mar 2020View details →

Data file: a qualitative social media content analysis of the Dutch #breakthesilence campaign on negative and traumatic experiences of labour and birth

Data file with typed out quotes from the Dutch #breakthesilence campaign analysed for the study 'Left powerless: a qualitative social media content analysis of the Dutch #breakthesilence campaign on negative and traumatic experiences of labour and birth'.

opencc-by-4.0May 2020View details →

Labour Law Terminology

This terminology was generated in the context of Lynx project, in order to exploit it in NLP tasks such as question answering and query expansion. The process was semi-automatic, since it has been manually reviewed by terminologists and translators.  The dataset contains more than 700 terms from the Spanish labour law. For each term, translations in English, German and Dutch, synonyms and definitions have been retrieved from resources in the Linguistic Linked Open Data Cloud (Wikidata and Eurovoc) and other terminological resources such as IATE.  To asses the domain specificity of the terms, the Word Sense Disambiguation service from Semantic Web Company has been used. The terms are also related to each other, with broader, narrower and related relations. Dataset is available in JSONLD and NTriples.

opencc-by-4.0Aug 2020View details →

The Effect of Fertility on Mothers' Labour Supply over the Last Two Centuries

Replication programs and data for "The Effect of Fertility on Mothers' Labour Supply over the Last Two Centuries"

dryad32/100

Data from: Mridha S and Kümmerli R (2022) Enforced specialization fosters mutual cheating and not division of labour in the bacterium Pseudomonas aeruginosa

A common way for bacteria to cooperate is via the secretion of beneficial public goods (proteases, siderophores, biosurfactants) that can be shared among individuals in a group. Bacteria often simultaneously deploy multiple public goods with complementary functions. This raises the question whether natural selection could favour division of labour where subpopulations or species specialise in the production of a single public good, whilst sharing the complementary goods at the group level. Here we use an experimental system, where we mix engineered specialists of the bacterium Pseudomonas aeruginosa that can each only produce one of the two siderophores, pyochelin or pyoverdine, and explore the conditions under which specialization can lead to division of labour. When growing pyochelin and pyoverdine specialists at different mixing ratios under different levels of iron limitation, we found that specialists could only successfully complement each other in environments with moderate iron limitation and grow as good as the generalist wildtype but not better. Under more stringent iron limitation, the dynamics in specialist communities was characterized by mutual cheating and with higher proportions of pyochelin producers greatly compromising group productivity. Nonetheless, specialist communities remained stable through negative frequency-dependent selection. Our work shows that specialization in a bacterial community can be spurred by cheating and does not necessarily result in beneficial division of labour. We propose that natural selection might favour fine-tuned regulatory mechanisms in generalists over division of labour because the former enables generalists to remain flexible and adequately adjust public good investments in fluctuating environments.

opencc-zeroMar 2022View details →

opencc-by-4.0Feb 2024View details →

Working Women Walking. Labour Migration in the Roman Empire (27 BCE – 235 CE)

The datasets and code used in my dissertation.

opencc-by-4.0Aug 2021View details →

Appendix B in R. Turunen (2021). Shades of Red: Evolution of the Political Language of Finnish Socialism from the Nineteenth Century until the Civil War of 1918. The Finnish Society for Labour History.

This is Appendix B in R. Turunen (2021). Shades of Red: Evolution of the Political Language of Finnish Socialism from the Nineteenth Century until the Civil War of 1918. The Finnish Society for Labour History. The XLSX file contains words that appear more frequently than statistically expected in the socialist newspapers compared to the non-socialist newspapers. Keyness value was calculated using the log-likelihood (4-term) test. The dataset of socialist newspapers consists of the following lemmatized raw text files: Työmies 1895–1917, Kansan Lehti 1898–1917, Vapaa Sana 1906–1917 and Savon Työmies 1906–1910. The dataset of non-socialist newspapers consists of the following lemmatized raw text files: Uusi Suometar 1895–1917, Päivälehti / Helsingin Sanomat 1895–1917, Aamulehti 1895–1917, Tampereen Sanomat 1904–1917, Pohjan Poika 1906–1909, Pohjanmaa 1909–1912, Pohjalainen 1911–1915, Savotar 1906–1910 and Otava 1904–1909. Available from https://digi.kansalliskirjasto.fi/opendata. The analysis is described more carefully in R. Turunen (2021). Shades of Red: Evolution of the Political Language of Finnish Socialism from the Nineteenth Century until the Civil War of 1918. The Finnish Society for Labour History.

opencc-by-4.0Jul 2023View details →

Replication package for "Skill heterogeneity and market labour income inequality"

Medrano-Adan, L., Salas-Fumás, V. and Sánchez-Asín, J. (2023) “Skill heterogeneity and market labour income inequality”. SERIEs-Journal of the Spanish Economic Association.

Active Management of the Third Stage of Labour: Uterine Tonus Assessment by Midwife vs. Patient Self-administration

ClinicalTrials.gov study NCT02223806. IPD Sharing: Not stated. Countries: 1. Publications: 1.

Sleep and Depression in Induction of Labour

ClinicalTrials.gov study NCT03380897. IPD Sharing: NO. Countries: 1. Publications: 3.

Effect of Epidural Analgesia on Labour, Neonatal and Maternal Outcomes.

ClinicalTrials.gov study NCT05579808. IPD Sharing: NO. Countries: 1. Publications: 33.

An RCT of a Synthetic Osmotic Cervical Dilator for Induction of Labour in Comparison to Dinoprostone Vaginal insErt

ClinicalTrials.gov study NCT03001661. IPD Sharing: NO. Countries: 1. Publications: 1.

Oxytocin Administration in the Third Stage of Labour - A Study of Appropriate Route and Dose

ClinicalTrials.gov study NCT00200252. IPD Sharing: Not stated. Countries: 1. Publications: 1.

Diagnostic Tests in the Context of Threatened Preterm Labour

ClinicalTrials.gov study NCT03608995. IPD Sharing: Not stated. Countries: 1. Publications: 4.

Evaluation the Blood Loss in Pregnancies With Misoprostol-induced Labour

ClinicalTrials.gov study NCT01231126. IPD Sharing: Not stated. Countries: 1. Publications: 1.

PROPENSITY-ID: Sonographic and Clinical Assessment of Head Position Prior to Instrumental Delivery and Labour Outcomes

ClinicalTrials.gov study NCT05557097. IPD Sharing: Not stated. Countries: 1. Publications: 18.

Nitrous Oxyde During Labour

ClinicalTrials.gov study NCT06595303. IPD Sharing: NO. Countries: 1. Publications: 10.

Efficacy and Safety of Intravenous Paracetamol in Manament of Labour Pain

ClinicalTrials.gov study NCT04744727. IPD Sharing: Not stated. Countries: 1. Publications: 1.

Vaginal Misodel® in Comparison With Orally Administrated Misoprostol (Cytotec®) at Induction of Labour

ClinicalTrials.gov study NCT02918110. IPD Sharing: NO. Countries: 1. Publications: 1.

Continued Versus Discontinued Oxytocin Stimulation of Labour

ClinicalTrials.gov study NCT02553226. IPD Sharing: NO. Countries: 2. Publications: 2.