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FIG. 3 in Socio-economic changes and their implication in the consumption and trade of meat during the La Tène period in Northern France: the cases of the Villeneuve-Saint-Germain and Condé-sur-Suippe (Aisne) oppida
FIG. 3. — General overview of the domestic triad in various Gallic regions.
Data from: People making deontological judgments in the Trapdoor dilemma are perceived to be more prosocial in economic games than they actually are
Why do people make deontological decisions, although they often lead to overall unfavorable outcomes? One account is receiving considerable attention: deontological judgments may signal commitment to prosociality and thus may increase people's chances of being selected as social partners–which carries obvious long-term benefits. Here we test this framework by experimentally exploring whether people making deontological judgments are expected to be more prosocial than those making consequentialist judgments and whether they are actually so. In line with previous studies, we identified deontological choices using the Trapdoor dilemma. Using economic games, we take two measures of general prosociality towards strangers: trustworthiness and altruism. Our results procure converging evidence for a perception gap according to which Trapdoor-deontologists are believed to be more trustworthy and more altruistic towards strangers than Trapdoor-consequentialists, but actually they are not so. These results show that deontological judgments are not universal, reliable signals of prosociality.
Data from: Specialty choice in times of economic crisis: a cross-sectional survey of Spanish medical students
Objective: To investigate the determinants of specialty choice among graduating medical students in Spain, a country that entered into a severe, ongoing economic crisis in 2008. Setting: Since 2008, the percentage of Spanish medical school graduates electing Family and Community Medicine (FCM) has experienced a reversal after more than a decade of decline. Design: A nationwide cross-sectional survey conducted online in April 2011. Participants: We invited all students in their final year before graduation from each of Spain's 27 public and private medical schools to participate. Main outcome measures: Respondents' preferred specialty in relation to their perceptions of: (1) the probability of obtaining employment; (2) lifestyle and work hours; (3) recognition by patients; (4) prestige among colleagues; (5) opportunity for professional development; (6) annual remuneration and (7) the proportion of the physician's compensation from private practice. Results: 978 medical students (25% of the nationwide population of students in their final year) participated. Perceived job availability had the largest impact on specialty preference. Each 10% increment in the probability of obtaining employment increased the odds of preferring a specialty by 33.7% (95% CI 27.2% to 40.5%). Job availability was four times as important as compensation from private practice in determining specialty choice (95% CI 1.7 to 6.8). We observed considerable heterogeneity in the influence of lifestyle and work hours, with students who preferred such specialties as Cardiovascular Surgery and Obstetrics and Gynaecology valuing longer rather than shorter workdays. Conclusions: In the midst of an ongoing economic crisis, job availability has assumed critical importance as a determinant of specialty preference among Spanish medical students. In view of the shortage of practitioners of FCM, public policies that take advantage of the enhanced perceived job availability of FCM may help steer medical school graduates into this specialty.
Data from: Re-assessing causality between energy consumption and economic growth
The energy consumption-growth nexus has been widely studied in the empirical literature, though results have been inconclusive regarding the direction, or even the existence, of causality. These inconsistent results can be explained by two important limitations of the literature. First, the use of bivariate models, which fail to detect more complex causal relations, or the ad hoc approach to selecting variables in a multivariate framework; and, second, the use of linear causal models, which are unable to capture more complex nonlinear causal relationships. In this paper, we aim to overcome both limitations by analysing the energy consumption-growth nexus using a Flexible Fourier form due to [1] The analysis focuses on the US over the period 1949 to 2014. From our results we can conclude that, where the linear methodology supports the neutrality hypothesis (no causality between energy consumption and growth), the Flexible Fourier form points to the existence of causality from energy consumption to growth. This is contrary to the linear analysis, suggesting that lowering energy consumption would adversely affect US economic growth. Thus, by employing the Flexible Fourier form we find the conclusions can be quite different.
Data from: Assessment of the broader economic consequences of HPV prevention from a government-perspective: a fiscal analytic approach
Background. Cervical cancer poses a substantial burden in terms of morbidity, mortality, and economic losses, especially in low/middle-income countries. HPV vaccination and/or cervical cancer screening among females may reduce the burden of HPV-related diseases, including cervical cancer. However, limited funds may impede the implementation of population-based programmes. Governmental investments in the prevention of infectious disease may have broader economic and fiscal benefits, which are not accounted in conventional economic analyses. This study estimates the broader economic and fiscal impacts of implementing HPV vaccination and/or cervical cancer screening in Indonesia from the perspective of the government. Methods. A government-perspective quantitative analytic framework was applied to assess the Net Present Value (NPV) of investment on cervical cancer prevention strategies including HPV vaccination, cervical screening and its combination in Indonesia. All monetary values were presented in International Dollars (I$). Results. Based on a cohort of 10,000,000 Indonesian 12-year-old females, it was estimated that HPV vaccination and/or cervical cancer screening result in a positive NPV for the Indonesian government. The combination of cervical screening and HPV vaccination generated a substantial reduction of cervical cancer incidence and HPV-related mortality of 87,862 and 19,359, respectively. It was estimated that HPV vaccination in combination with cervical screening is the most favorable option for cervical cancer prevention (NPV I$2.031.786.000), followed by HPV vaccination alone (NPV I$1.860.783.000) and cervical screening alone (NPV I$375.244.000). Conclusion. In addition to clinical benefits, investing in HPV vaccination and cervical screening may yield considerable fiscal benefits for the Indonesian governments due to lifelong benefits resulting from reduction of cervical cancer-related morbidity and mortality.
Results Dataset for Addressing the Sustainable Aviation Fuel Grand Challenge: Economic and Environmental Insights from Feedstock Optimization
<p>This dataset contains the results from the reserach article titled "Addressing the Sustainable Aviation Fuel Grand Challenge: Economic and Environmental Insights from Feedstock Optimization"</p>
Socio-economic characteristics of farmers on the southern slopes of Mount Kilimanjaro
<p>This dataset was collected using a questionnaire survey, conducted in summer/fall 2022. The survey was a collaborative effort involving several sub-projects (SPs) under the DFG-funded Kili SES project (https://kili-ses.senckenberg.de/). Data collection was carried out across 14 villages located on the southern slopes of Kilimanjaro in the Rombo, Moshi Rural, Hai, and Siha districts. The dataset includes responses from 306 participants and captures a wide range of variables related to agricultural practices, income sources, resource use, and household demographics.</p>
Replication package for: "Economic Distress and Children's Mental Health: Evidence from the Brazilian High Risk Cohort Study for Mental Conditions"
<p>This package replicates the results of "Economic distress and children's mental health: evidence from the Brazilian High Risk Cohort Study for Mental Conditions" (and its respective online appendix) using mostly Stata. The package does not include the paper's maindataset.</p>
Environmental and economic sustainability of crack mitigation in reinforced concrete with SuperAbsorbent polymers (SAPs)
Open the record for dataset details and reuse information.
Public debt and economic growth in Spain, 1851–2013
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Perceived value interviews and socio-economic survey data in seven villages in rural Uganda
<p>Dataset (JSON and CSV files) of 119 interviews conducted between 2014 and 2015 in seven rural Ugandan villages from surveys and face-to-face interviews.</p>
Figure 1 from: Krychkovska A, Zayarnyuk N, Lobur I, Khomenko O, Lopatynska O, Hubytska I, Novikov V (2019) Organisational and economic characteristics of the baby food products market in Ukraine and EU countries. Pharmacia 66(2): 59-65. https://doi.org/10.3897/pharmacia.66.e35279
Figure 1 The dynamics of BFPs' manufacturing in Ukraine in 2011–2017.
Figure 1 from: Ek K, Goytia S, Lundmark C, Nysten-Haarala S, Pettersson M, Sandström A, Söderasp J, Stage J (2017) Challenges in Swedish hydropower – politics, economics and rights. Research Ideas and Outcomes 3: e21305. https://doi.org/10.3897/rio.3.e21305
Figure 1 - The challenges of two parallel water management systems.
Figure 1 of the paper "Multi-level structure of the First Tuesday communities after the 2000 dot-com crash: A social network analysis of economic actors based on web archives"
<p><span><span><span><span><span><span><span><span>The temporal evolution of the </span></span></span></span></span></span><span><span><span><span><span><span>firsttuesday.com </span></span></span></span></span></span><span><span><span><span><span><span>website </span></span></span></span></span></span><span><span><span><span><span><span>reconstructed from a collection of web archives by using the web cernes approach (Lobbé 2023). The website grows from the center of the figure in 1999</span></span></span></span></span></span><span><span><span><span><span><span>, </span></span></span></span></span></span><span><span><span><span><span><span>then splits into sub-sections. It </span></span></span></span></span></span><span><span><span><span><span><span>was gradually</span></span></span></span></span></span><span><span><span><span><span><span> abandoned after 2004 before being erased in 2010. The blue, green, and orange </span></span></span></span></span></span><span><span><span><span><span><span>sections </span></span></span></span></span></span><span><span><span><span><span><span>represent the sections where the First Tuesday meetings were announced.</span></span></span></span></span></span></span></span></p>
Multi-scale harmonisation Across Physical and Socio-Economic Characteristics of a City region (MAPSECC): London, UK
<p>A new methodology and comprehensive database (<strong>M</strong>ulti-scale harmonisation <strong>A</strong>cross <strong>P</strong>hysical and <strong>S</strong>ocio-<strong>E</strong>conomic<strong> C</strong>haracteristics of a<strong> C</strong>ity region, <strong>MAPSECC</strong>) is developed that connects physical characteristics of a city (building morphology and materials, land-surface cover) with socio-economic aspects (building function, microenvironments of activity, urban transport infrastructure, residential and workplace populations, human activities), and is demonstrated for London, UK (<strong>MAPSECC: London</strong>). The database fulfils input requirements for dynamic and multi-scale urban modelling approaches. Dataset components combine and harmonise information from primary sources (often government agencies) through novel downscaling and aggregation methods to give a traceable, repeatable methodology. Further details about the processing and methodology can be found here:</p> <ul> <li><span>Hertwig, D., McGrory, M., Paskin, M., Liu, Y., Piano, S.L., Llanwarne, H., Smith, S.T. and Grimmond, S. (2025), Connecting Physical and Socio-Economic Spaces for Multi-Scale Urban Modelling: A Dataset for London. Geoscience Data Journal 12, e289. </span><a href="https://doi.org/10.1002/gdj3.289">https://doi.org/10.1002/gdj3.289 </a></li> </ul> <p><strong><em>Cite the article above together with the dataset DOI in any publications using MAPSECC: London data.</em></strong></p> <h3>Files in this archive</h3> <ul> <li>Documentation <ul> <li>MAPSECC_London_documentation.pdf</li> </ul> </li> <li>Processing grid <ul> <li>Main dataset: London_500m_grid.zip</li> <li>Code: London_500m_grid_code.zip</li> </ul> </li> <li>Land-cover fractions <ul> <li>Main dataset: London_landcover.zip</li> <li>Auxiliary data: London_landcover_auxiliary.zip</li> <li>Code: London_landcover_code.zip</li> </ul> </li> <li>Building typologies (with population statistics) <ul> <li>Main dataset: Building_typologies.zip</li> <li>Auxiliary data: Building_typologies_auxiliary.zip</li> <li>Code: Building_typologies_code.zip</li> </ul> </li> <li>Building material parameters <ul> <li>Main dataset: Materials_layer_info.zip, Materials_layer_processed.zip, Materials_parameters.zip</li> <li>Code: Materials_code.zip</li> </ul> </li> <li>Human activity profiles <ul> <li>Main dataset: UK_TUS2014-15_activity_profiles.zip</li> <li>Auxiliary data: Activity_profiles_auxiliary.zip</li> <li>Code: Activity_profiles_code.zip</li> </ul> </li> <li>Transport database <ul> <li>Main dataset: London_transport_database.zip</li> <li>Code: London_transport_code.zip</li> </ul> </li> <li>Road lengths by type <ul> <li>Main dataset: London_roads_by_type.zip</li> <li>Auxiliary data: London_roads_auxiliary.zip</li> <li>Code: London_roads_code.zip</li> </ul> </li> <li>Spatial attractors <ul> <li>Main dataset: London_attractors.zip</li> <li>Auxiliary data: London_attractors_auxiliary.zip</li> <li>Code: London_attractors_code.zip</li> </ul> </li> <li>Disclaimer notice <ul> <li>disclaimer_note.txt</li> </ul> </li> </ul>
Investigating Economic Growth Catalysts: An Empirical Analysis of Determinants of Domestic Private Investment in Ethiopia
<p>This is the original data that supports the findings of the research entitled "<strong>Investigating Economic Growth Catalysts: An Empirical Analysis of Determinants of Domestic Private Investment in Ethiopia"</strong></p>
ORGANIZING FINANCIAL INSTRUMENT ACCOUNTING IN ECONOMIC ENTITIES IN ACCORDANCE WITH INTERNATIONAL STANDARDS
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CHOOSING THE METHOD OF RECEIVING THE WORK PART AND TECHNICAL-ECONOMIC JUSTIFICATION
<p><em><span>Dasturlashtiriladigan tikuv va elektron boshqaruvga ega bitta ignali avtomatik tikuv mashinasi. Ilova: Emblemlar, logotiplar, dekorativ elementlar, to'qimachilik mahkamlagichlarini (Velcro) moslashtirish, turli xil materiallardan tayyorlangan mahsulotlarda dasturlashtiriladigan kontur (tikuv maydoni X: 220 x Y: 100 mm) bo'ylab jingalak mahkamlashni amalga oshirish</span></em></p>
COVERAGE OF INFORMATION ON THE ECONOMIC LIFE OF CENTRAL ASIA ON THE PAGES OF "TURKISTON COLLECTION"
<p><em><span>This article was prepared on the basis of the materials of the Turkistan Collection, which is considered a rare source of the history of our country from the period of Tsarist Russia, and the main purpose of the research is to analyze information on the economic life, economy and ethnoculture of the Ferghana Valley during the period of Tsarist Russia. The methods of objectivity and comparative analysis were used in this research work. Within the framework of the research work, the main emphasis was placed on the period of Tsarist Russia. As part of the research topic, scientists of Fergana State University such as R.Arslonzoda, S.V.Yoldoshev, H.P.Zhorayev, R.Akbarov have carried out scientific research. Based on the materials of this research work, information about the economy and economic life of our country during the period of Tsarist Russia has been highlighted.</span></em></p>
Purity, Politics, and Polarization: Political Ideology Moderates Shifts in Moral Purity Beliefs to Economic Threat
<p>Study 1 Variables:</p> <p>Threat: Var00001 (1=threat, 2=control)</p> <p>Anxiety manipulation check: Anxiety</p> <p>Moral Foundations Endorsement: MFQ_HARM_AVG, MFQ_FAIRNESS_AVG, MFQ_INGROUP_AVG, MFQ_AUTHORITY_AVG, MFQ_PURITY_AVG</p> <p>Political Ideology (higher scores mean the participant is more conservative): PolitID</p> <p>Pro-life New Zealand charity: Purity_donation_true</p> <p> </p> <p>Study 2 Variables: </p> <p>Threat: Condition (1=threat, 0=control)</p> <p>Anxiety manipulation check: Anxiety</p> <p>Purity Endorsement: MFQ_HARM_AVG, MFQ_FAIRNESS_AVG, MFQ_INGROUP_AVG, MFQ_AUTHORITY_AVG, MFQ_PURITY_AVG</p> <p>Political Ideology (higher scores mean the participant is more conservative): POLiD</p> <p>Casual sex disapproval: xCASUAL_SEX</p>
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.