cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/45vm4f
title: Replication data for: Top research productivity and its persistence: gender as a double-edged sword

description: Volume 95, Issue 1
DOI: 10.7910/dvn/8lplcf
title: PFAS Statewide Sampling Dataset
title: PFAS drinking water sampling data from U.S. community water systems

description: This repository contains a sample of U.S. community water systems (CWS) included in the PFAS statewide sampling dataset. In the first versions of this dataset, 18 states were included as part of Liddie et al., 2023. The statewide sampling dataset now includes compiled data from 28 U.S. statewide sampling campaigns of CWS for per- and polyfluoroalkyl substances (PFAS) in drinking water. The full dataset of samples spans the 2016-2024 period. All data were either publicly available or provided by state agencies upon request. The full dataset contains approximately 98,000 samples from 11,138 CWS in Alabama, Arizona, California, Colorado, Georgia, Illinois, Indiana, Iowa, Kentucky, Maine, Maryland, Massachusetts, Michigan, Minnesota, Missouri, New Hampshire, New Jersey, New York, Ohio, Pennsylvania, Rhode Island, South Carolina, Tennessee, Utah, Vermont, Virginia, Washington, and Wisconsin. Concentrations of 5-40 targeted PFAS were analyzed by multiple labs contracted by the states using comparable methods, including either US EPA Method 537, 537.1, or 533. We assigned a conservative, uniform detection limit at the 98th percentile of all reports detection limits (5 ng/L) for the 5 PFAS that were measured in all states consistently. 

This dataset also incorporates data from the US EPA’s Safe Drinking Water Information System, including the source water type, county served, zip code, system city, and total population served. The 8-digit hydrological unit code in which a CWS intake is estimated to reside is also provided using data from the United States Geological Survey. This was done by geocoding each CWS using geographical data provided by state agencies, reported zip codes (when available), or based on additional information provided by each system (e.g., system name, city, city served). 

At this time, the full datasets (either system-level or sample-level) are available by request (see contact information below). Note that additional fields, such continuous concentration data, reported detection limits, concentrations of other PFAS analytes, are also available. Proper citation of both this repository and the original associated paper (see recommended citations below) are required for use of these data. Due to the significant time investment required to curate these data, additional data requests beyond the scope of the details listed here are welcomed but should be agreed upon (e.g., in terms of co-authorship) with the primary point of contact.

Please contact Jahred Liddie (jliddie@g.harvard.edu) for questions/suggestions, access to additional variables, or access to the full sampling datasets.
DOI: 10.7910/dvn/gpxygo
title: Kinome high-content screening

description: Cell biology, fluorescence microscopic images of a kinome high-content screening dataset.
DOI: 10.7910/dvn/il1qv9
title: A15_29327.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/87717e30-9428-42e0-9531-7266928491a0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/87717e30-9428-42e0-9531-7266928491a0
DOI: 10.7910/dvn/io50xz
title: Bitcoin

description: &lt;p&gt;Enumeration of all blocks in the blockchain of Bitcoin, divided by year.&lt;/p&gt;
&lt;p&gt;the data are from Bitcoin Block Explorer - Blockchain, which is vailable from: https://blockchain.info/ . &lt;/p&gt;
DOI: 10.7910/dvn/n6limh
title: Replication Data for: Playing Politics with Environmental Protection: The Political Economy of Designating Protected Areas

description: Protected areas play an important role in biodiversity conservation, but they also carry local costs in the form of constraints on natural resource extraction. We investigate how policymakers make trade-offs between national environmental benefits and local economic costs by examining the designation of protected areas in the Brazilian Amazon. Using a regression discontinuity design, we find causal evidence that the Brazilian government systematically over-designates protected areas in municipalities controlled by opposition mayors relative to municipalities controlled by mayors in the president's political coalition. In addition, we find evidence that this dynamic is likely driven by the economic interests of local elites in safe districts, and not by those of the municipal electorate. These results show that political considerations bias the geographic distribution of protected areas in the world's largest rainforest.
DOI: 10.7910/dvn/re5zvi
title: Registrations in the AEA RCT Registry (2013-04 to 2021-02)

description: This dataset contains publicly available data on the American Economic Association's RCT registry downloaded February 1, 2021.
DOI: 10.7910/dvn/wy4iz8
title: Replication Data for: Bias in the Air: A Nationwide Exploration of Teachers’ Implicit Racial Attitudes, Aggregate Bias, and Student Outcomes

description: This dataset includes code and raw data needed to reproduce results from:
Chin, M. J., Quinn, D. M., Dhaliwal, T. K., & Lovison, V. S. (2020). Bias in the Air: A Nationwide Exploration of Teachers' Implicit Racial Attitudes, Aggregate Bias, and Student Outcomes. Educational Researcher.
description: We thank Dr. Paul Bruno (http://paul-bruno.com/) for sharing with us cleaned teacher demographic data from California.

Data from the OCR/Civil Rights Data Collection (https://www2.ed.gov/about/offices/list/ocr/data.html) and from SEDA (https://edopportunity.org/get-the-data/seda-archive-downloads/) should be downloaded separately.

For the following .do files, instead of sharing the raw data (due to file size/cumbersome nature of the files), we share the final dataset resulting from the code (name in parentheses): 

1) cr-iat-data-set 2_11_2020.do (iat.dta, iat_mrp_all.dta, iat_mrp_tch.dta)

2) cr-synth-county-tch 4_27_2020.do (teacher_synth_county.dta)

Key data files of interest:

1) teacher_synth_county.dta: County-level teacher demographic breakdown by race.

2) mrp_data.dta: County-level bias scores.

Please email mark_chin@g.harvard.edu with any questions/errors. Thank you!
DOI: 10.7910/dvn/wyacij
title: Replication Data for: Do Parties' Representation Failures Affect Populist Attitudes? Evidence from a Multinational Survey Experiment

description: The rise of populist forces in Western democracies is often linked to representation failures. However, to date we lack causally identified evidence for the effect of parties’ representation on populist attitudes. We address this lacuna through a survey experiment conducted in 12 European Union countries involving 23,257 subjects. Our experiment manipulates citizens’ perceptions of being represented by national parties in the 2019 European elections campaign, and identifies the effect of perceived representation on populist attitudes. The results reveal that poor representation increases populist attitudes in respondents that did not express such attitudes pretreatment, but has no effect among those who were already populist. We demonstrate that this effect is primarily due to parties' representation failures triggering citizens' anti-elite sentiment.
DOI: 10.7910/dvn/wyenku
title: Ethical issues, privacy issues, and guidelines for ethically correct application of learning analytics in higher education

description: The dataset is a result of a literature review of papers on ethical and privacy issues as well as guidelines for the ethically correct application of learning analytics in higher education. The citation database Scopus was used for the selection of papers. The bibliography file was exported on 6 April 2021. 

The dataset contains references of analyzed papers and information about ethical issues and guidelines mentioned in the papers, coded using nine categories. The codebook provides descriptions and sources of information for each variable.
DOI: 10.7910/dvn/3wbch9
title: Replication Data for: Limited impacts of carbon tax rebate programs on public support for carbon pricing

description: Code and data to replicate Mildenberger, Lachapelle, Harrison and Stadelmann-Steffen. 2021. "Limited impacts of carbon tax rebate programs on public support for carbon pricing" Nature Climate Change
DOI: 10.7910/dvn/d3pnrt
title: Increasing Financial Inclusion in the Muslim World: Evidence from an Islamic Finance Marketing Experiment

description: Low utilization of household credit in developing countries may be partially due to religious considerations. In a randomized marketing experiment in Jordan, this paper estimates the effect of sharia-compliant loan features on demand for credit. To comply with Islamic law, the sharia-compliant product uses a bank fee rather than an interest payment structure, while keeping the rest of the product features very similar. Sharia-compliance increased the application rate for loans from 18 percent to 22 percent, an increase in demand that is equivalent to a 10 percent decrease in interest rates. This study also randomly varied the price of the sharia-compliant loan and finds that less religious individuals are twice as elastic with respect to price as the more religious. By comparing reasons for refusal across treatment groups, this paper estimates that survey measures that try to assess the importance of religious objections to conventional credit overestimate the importance of this type of objection by a third
description: STATA, 15
DOI: 10.7910/dvn/fvlqf5
title: Replication Data for Relaxing Credit and Information Constraints: Five-Year Experimental Evidence from Tanzanian Agriculture

description: Low fertilizer use by smallholder farmers continues to limit crop yields in sub-Saharan Africa. We study the longer-term outcomes of a field experiment conducted between 2014 and 2016 which found that plot-specific fertilizer recommendations combined with a subsidy increased fertilizer use and maize yields. We return in 2019 and find that effects dissipate after the subsidy is discontinued. Our follow-up results suggest that credit constraints strongly limit investment in fertilizer, since farmers have received information about what fertilizer types and amounts to apply, and have experienced that fertilizer is profitable. We find that the 2016 treatment effects were driven by the most productive farmers - those with more fertile soils who cultivated larger plots of land. Our analysis features use of both self-reported and satellite-derived yield estimates. Our results suggest the potential importance of sustained financial support in combination with information to induce smallholder farmers to continue to invest in fertilizers.
DOI: 10.7910/dvn/ijtquy
title: Effect of Short-Term Full-Fat Yogurt Consumption on Circulating Inflammatory Biomarkers in Individuals with Prediabetes

description: Poster from Nutrition 2023
DOI: 10.7910/dvn/mcrsvd
title: Replication Data for: Making the Grade: The Sensitivity of Education Program Effectiveness to Input Choices and Outcome Measures

description: Kerwin, Jason T., and Thornton, Rebecca L., (2021) “Making the Grade: The Sensitivity of Education Program Effectiveness to Input Choices and Outcome Measures.” Review of Economics and Statistics 103:2, 251–264.
description: Volume XX, Issue X
DOI: 10.7910/dvn/mct7qk
title: Calibration Data for Adaptive Versions of Common Personality Inventories

description: Calibration data for several personality inventories: Big Five, Empathizing Quotient, Systemizing Quotient, Social Dominance Orientation, Schwartz Values Index, Right Wing Authoritarianism, Need for Affect, Need for Cognition, Need to Evaluate, Narcissistic Personality Inventory, and Machiavellianism.
DOI: 10.7910/dvn/n5w2jz
title: Party Politics and International Trade: Mainstream Parties, Niche Parties, and Trade Openness

description: How does party politics influence trade outcomes? Previous studies offer a limited understanding of the role of political parties in trade policymaking due to their restrictive assumptions that downplay the distinct organizational identity of political parties and the competitive logic of their interactions. This paper develops a theoretical argument that emphasizes the competitive forces of party politics as a key determinant of party preference for trade and hence of trade outcomes. This theoretical argument is illustrated and tested in analysis of the trade implications of strategic interactions between mainstream parties and niche parties. The empirical analyses confirm that party strategic factors need to be assigned a substantial analytical weight in explaining trade outcomes.
DOI: 10.7910/dvn/qeuepg
title: Classifier

description: This data set contains data and code involved in the building of classifers.
DOI: 10.7910/dvn/vjsssx
title: Selection of neurological disease health state utilities

description: Health state utilities for neurological disease conditions
DOI: 10.7910/dvn/xxqmp5
title: Population Census Analysis

description: New Data for Population Census Analysis
DOI: 10.7910/dvn/2ifzr9
title: Replication Data for: Campaign Contributions and Roll Call Voting in the US House of Representatives: the case of the Sugar industry

description: Readme plus do file plus dta files for replicating results and figures
DOI: 10.7910/dvn/40zxxy
title: Stiffness, Noise Level 10

description: Stiffness, Noise Level 10
DOI: 10.7910/dvn/9ytd9z
title: BINDER: On Identification and Retrieval of Near-Duplicate Biological Images: a New Dataset and Protocol

description: Abstract: &lt;br /&gt;Manipulation and re-use of images in scientific publications is a growing issue, not only for biomedical publishers but also for the research community in general. In this work, we introduce BINDER – Bio-Image Near-Duplicate Examples Repository, a novel dataset to help researchers develop, train, and test models to detect same-source biomedical images. BINDER contains 7,490 unique image patches – the training set – as well as 1,821 patches – split in validation and test sets – with accompanying manipulations obtained by means of transformations including rotation, translation, scale, perspective transform, contrast adjustment, and/or compression artifacts. In addition, we show how novel adaptations of existing image retrieval and metric learning models, when trained on this dataset, can be applied to achieve high-accuracy inference results, creating a baseline for future work. In aggregate, we thus present a supervised protocol for near-duplicate image identification and retrieval without any “real-world” training example.&lt;br /&gt;&lt;br /&gt;

This is part of the Image Forensics project: &lt;a href="https://hms-idac.github.io/ImageForensics/l"&gt;Image Forensics&lt;/a&gt;
DOI: 10.7910/dvn/folzfw
title: State Legislated Actions on Tobacco Issues
title: American Lung Association

description: The State Legislated Actions on Tobacco Issues tracks state tobacco control laws, such as restrictions on smoking in work and public places as well as laws on tobacco taxes.
&lt;p&gt;&lt;b&gt;Background&lt;/b&gt;&lt;/p&gt; The State Legislated Actions on Tobacco Issues is run by the American Lung Association. It is the only comprehensive and up-to-date summary of tobacco control laws in all 50 states and the District of Columbia. Users are able to: view a specific state’s tobacco control laws by clicking on the state map, compare states using the 2010 State of Tobacco Control report, and search the legislature related to smoke-free laws, policies, taxes. There is a variety of legislature
related to tobacco control available including but not limited to information on smoking restrictions, tobacco taxes, tobacco control funding , youth access to tobacco products, minimum sales amounts for tobacco products, and tobacco products in vending machines.
&lt;p&gt;&lt;b&gt;User functionality &lt;/b&gt;&lt;/p&gt; Users are able to choose which state they want information on by using the map tool. Users will be provided with an in-depth summary of laws related to tobacco products in the state. Each piece of legislature is summarized and the year and code is available. Users are also able to view a variety of data reports and fact sheets related to specific tobacco topics. &lt;p&gt;&lt;b&gt;Data Notes &lt;/b&gt;&lt;/p&gt; All data is presented in pdf and html formats. The website does not ind
icate how often the data is updated.
DOI: 10.7910/dvn/l83cys
title: A86_735.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a44cccba-bf55-9f48-9b78-3a07352d59a5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a44cccba-bf55-9f48-9b78-3a07352d59a5
DOI: 10.7910/dvn/nadzps
title: Illustrative Quotes, Interview Guide and Information Sheets for: Developing laboratory capacity for Good Laboratory Practice certification: lessons from a Tanzanian insecticide testing facility

description: Interview guide used across 5 test facilities in 3 African countries to explore enablers, barriers and effects of a research capacity strengthening programme, targeting development of a Quality Management System compliant with Good Laboratory Practice.

Illustrative quotes on effects of the GLP project arising from these interviews, organised thematically by individual, institutional and national/international level effects.

Participant information sheets and consent forms for the same.
DOI: 10.7910/dvn/wfx1dq
title: Hormonal Influences on ADC Values in Breast Tissues: A Scoping Review of DWI in Pre- and Post-menopausal Women

description: Background: Breast cancer remains a significant global health concern, with early diagnosis and risk factor identification crucial for improving outcomes. Diffusion-Weighted Imaging (DWI) and Apparent Diffusion Coefficient (ADC) measurements have emerged as promising tools in breast cancer diagnostics. However, the influence of hormonal status on these measurements remains unclear.
Objective: This scoping review aims to synthesize current evidence on how hormonal changes in pre- and post-menopausal women influence ADC values of benign, malignant, and fibroglandular breast tissues.
Method: Following the Arksey and O'Malley framework, we conducted a comprehensive search of Scopus, Embase, and PubMed databases for relevant studies published between January 2000 and 2021. Inclusion criteria encompassed 1.5 Tesla MRI studies reporting ADC values in female subjects, considering menopausal status.
Results: Six studies meeting the inclusion criteria, involving 612 patients, were analyzed. Findings suggest that menopausal status may influence ADC values, with postmenopausal women generally showing lower ADC values in both normal fibroglandular tissue and breast lesions. The impact of menstrual cycle phases on ADC values was less consistent across studies.
Conclusions: This review highlights the potential influence of hormonal status on ADC values in breast tissues. While DWI with ADC mapping shows promise as a reliable diagnostic tool across different hormonal states, further research is needed to fully understand and account for hormonal influences on ADC measurements. Future studies should focus on longitudinal designs, standardization of DWI protocols, and integration of hormonal status information into breast cancer risk assessment models.
DOI: 10.7910/dvn/wr4s9i
title: Replication Data for: Institutional Earmarks: The Earmark Moratorium and Federal Highway Spending

description: In 2010, the US Congress placed a moratorium on earmarks -- congressionally mandated spending projects. But did the earmark moratorium actually rid public policy of earmarks? I use earmark data and 2010-2020 state-level highway funding metrics to examine the relationship between previously expired transportation earmarks and federal highway funding during the earmark moratorium. Earmarks in the 2005 surface transportation law (SAFETEA-LU) continued to benefit certain states in 2020, even though the projects technically expired in 2009. This is because the funding “formulas” established by all post-2009 surface transportation laws were fully determined by the highway allocation percentage each state received in the preceding year, inclusive of earmarks. Further, I find the relationship between SAFETEA-LU earmarks and state funding disparities strengthened from 2010 to 2020, meaning the expired earmarks increased in policy significance during the moratorium. Highly earmarked states became even more advantaged after the earmarks were institutionalized into the highway funding formula.
DOI: 10.7910/dvn/wrdl17
title: Replication Data for: Nationality Swapping in the Olympic Field 1948 - 2016
title: Towards the Marketization of Citizenship?

description: Abstract:
Nationality swapping in sports is commonly assumed to be a rapidly expanding practice that is indicative of the marketization of citizenship. Sports are said to have become wholesale markets in which talent is being traded for citizenship. In this article, we seek to empirically explore such claims by analyzing 167 athletes who competed for two different countries in the Summer Olympic Games. It seems that most switches indeed occurred after the 1990s. Then, following a citizenship as claims-making approach, we introduce the work of Bourdieu so as to connect citizenship as both legal status and practice with normative claims. The analysis reveals that the practice of nationality switching is shaped by structural conditions of the Olympic field. First, a complex realm of citizenship laws and regulations produces conditions under which athletes make legitimate claims to citizenship. Second, through a mechanism of reverberative causation, prior migrations are often echoed in nationality swapping at present. Only a limited number of athletes acquired citizenship via the explicit market principle we call jus talenti. Claiming that instrumental nationality swapping is indicative of the marketization of citizenship obscures the complex interplay between structures of and practices within the Olympic field.

Latest update 14 June 2020
description: Disclaimer: Parts of the data were manually retrieved from www.sports-reference.com/olympics (with permission from Sports Reference LLC). Biographic information on the athletes was retreived via other websites (see file).
DOI: 10.7910/dvn/wvkuca
title: A04_14226b.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bd417aea-3af8-4aef-b916-47af7ae53130'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bd417aea-3af8-4aef-b916-47af7ae53130
DOI: 10.7910/dvn/43dawu
title: Underlying dataset for: Trends and predictors of HIV positivity and time since last test at voluntary counselling and testing encounters among adults in Kilifi, Kenya, 2006-2017

description: Underlying data and codebook
DOI: 10.7910/dvn/9yfdml
title: Replication Data for: Mercury isotope compositions in Lake Tanglha sediment core

description: Mercury isotope compositions in Lake Tanglha sediment core
DOI: 10.7910/dvn/d3shyo
title: Replication Data for: Polarized Politics: Protest Against Covid-19 Containment Policies in the USA

description: Protest against containment policies in US states is fueled by two drivers: the stringency of containment policies and the partisan control over the governorship and legislatures in each state. In our analysis over the period from March 2020 to March 2022, we find more protest events in states fully controlled by Democrats than in Republican controlled states both in a sample consisting of all states and a balanced sample in which we constrain observations to those red and blue states with on average similarly stringent containment policies. Protest was therefore politicized and we find that partisanship exerts a roughly equal substantive effect on the number of protest events as the stringency of containment policies. If we assume no direct effect of partisanship on protest but allow for causal heterogeneity along partisan lines in the effect of containment policies, we find that the same increase in the stringency of policies evokes a stronger protest response in blue states than in red states.