A systematic discourse analysis of how U.S. political leaders frame disability: Implications for students with disabilities (ICPSR 307656)
This study examined how U.S. political leaders publicly framed disability during calendar year 2025, using a systematic discourse analysis of public statements and federal legislation. It also examined how this discourse was reflected in federal education policy, including statements by the Secretary of Education and education-related bills.
The study analyzed 121 public statements about people with disabilities made by White House and Cabinet officials, and 32 federal bills introduced in 2025 that could affect the rights, services, or educational opportunities of individuals with disabilities. Statements were identified through a two-stage process that combined a custom Python-based web-scraping tool, which extracted verbatim, attributed quotations from news articles, press releases, interview transcripts, official speeches, and social media posts using the OpenAI GPT-4 API, with manual verification searches conducted in ChatGPT Plus and Perplexity AI Pro. Federal bills were identified through Congress.gov. All statements were reviewed by the authors to confirm accuracy, attribution, and date. Each statement and bill was independently scored by two human coders and by GPT-4 using an author-developed four-point rubric grounded in the social and human rights models of disability, ranging from 1 (dehumanizing) to 4 (affirming).
The data contain one record per statement, including the speaker's name and title, date, verbatim quotation, source, context, an analysis of the framing, a score from 1 (dehumanizing) to 4 (affirming), and the rationale for the score. The bills data are available on the project website and are not included in this deposit.
The study was approved by the university Institutional Review Board (March 2025) and was preregistered on the Open Science Framework (https://osf.io/hbfe5/).
Dynamics of Collective Action, United States, 1960-1995 (ICPSR 39728)
The Shapes of the Fourth Estate During the Pandemic: Profiling COVID-19 News Consumption in Eight Countries (ICPSR 300528)
COVID2020 dataset provides a new, high-volume COVID-19 tweet dataset. It was collected from March 2020 to November 2020, covering eight months in the first year of the pandemic. The list of tracked COVID-19 keywords is obtained from "Emily Chen, Kristina Lerman, and Emilio Ferrara. 2020. Tracking Social Media Discourse about the COVID-19 Pandemic: Development of a Public Coronavirus Twitter Data Set. JMIR Public Health and Surveillance (2020)". Those keywords include not only generic terms such as "corona virus", "covid", but also non-pharmaceutical interventions such as "lockdown", "n95", and "social distancing."
This dataset is comprised of tweet IDs.
The Nature, Trends, Correlates, and Prevention of Mass Public Shootings in America, 1976-2020, [United States] (ICPSR 38331)
Recent mass public shootings in venues as diverse as a school, a church, and a concert, have alarmed policymakers and the public alike. Despite mounting interest among journalists and academics, questions regarding the nature and prevention of mass shootings remain. For example, to what extent do mass shooters have histories of mental illness, substance abuse, or violence? Does strengthening or weakening gun control laws have an impact on the incidence or severity of mass public shootings? Are mass shooters influenced by media coverage of these events?
This study is comprised of seven datasets that contain information on mass shooting incidents between 1976 and 2020. Mass public shootings were defined as any event in which four or more individuals, not including the assailant(s), were killed by gunfire in a public setting within a 24-hour period, absent any associated criminal activity (such as a robbery, gang conflict, or illicit drug trade). Three of the datasets have information on characteristics of mass shooting incidents, offenders, victims; two have information on media coverage surrounding these events; and two have information on averted or thwarted mass shooting incidents.
Harvard University's School of Public Health/Robert Wood Johnson Foundation Poll: Public Health Priorities, United States, 2001 (ICPSR 38339)
This catalog record includes detailed variable-level descriptions, enabling data discovery and comparison. The data are not archived at ICPSR. Users should consult the data owners (via the Roper Center for Public Opinion Research) directly for details on obtaining the data.
This collection includes variable-level metadata of Public Health Priorities, a survey by Harvard School of Public Health/Robert Wood Johnson Foundation conducted by ICR Survey Research Group. Topics covered in this survey include:
- Goals of health professionals
Eurobarometer 84.3: Standard Eurobarometer 84, November 2015 (ICPSR 36670)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics:(1) Europe 2020, (2) European Economy (3) European Citizenship and (4) Information behaviour and Assessment of Media Presentation with Regard to European Political Matters. Respondents' opinions were collected regarding life satisfaction, the standard of living, politics, trust, self-esteem, employment, and safety. Respondents were also questioned about the economic crisis, economic expectations, public debt, the media, and education. Additional questions were asked regarding EU policies, national and European identity, media usage, sources of information, participation in the EU, EU membership, and democracy.
Demographic and other background information collected includes age, gender, nationality, marital status, occupation, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
General Social Survey, 1972-2016 [Cumulative File] (ICPSR 36797)
Colors of Socialization: Political and Deliberative Development among Older Adolescents in 10 States, 2006-2007 (ICPSR 36602)
ANES 1996 Time Series Study (ICPSR 6896)
ANES 1994 Time Series Study (ICPSR 6507)
Biennial Media Consumption Survey [United States, 1998-2002] (ICPSR 35576)
State of the First Amendment [1997-2006] (ICPSR 35592)
The State of the First Amendment survey, conducted annually (since 1997, except for 1998) examines public attitudes toward freedom of speech, press, religion, and the rights of assembly and petition. Core questions, asked each year, include awareness of First Amendment freedoms, overall assessments of whether there is too much or too little freedom of speech, press, and religion in the United States, levels of tolerance for various types of public expression (such as flag-burning and singing songs with potentially offensive lyrics), levels of tolerance for various journalistic behaviors, attitudes toward prayer in schools, and level of support for amending the Constitution to prohibit flag-burning or defacement.
There were additional (non-core) questions asked for each year the survey was conducted. Each year, the additional questions asked about the following topics:
- 1997: how important various Constitutional rights are to people, whether people engaged in various kinds of public or political behaviors during the past year, and how free people feel to speak their minds in various settings
- 1999: attitudes toward alcohol and tobacco advertisements, levels of tolerance for sexually explicit content in various media, and attitudes toward television and Internet content ratings
- 2000: attitudes toward the role of government in political campaigns, the role of religion and the use of religious materials in classrooms, and attitudes toward government regulation of content on the Internet
- 2001: attitudes toward the creation of the federal Office of Faith-Based and Community Initiatives and attitudes toward the regulation of political campaign contributions
- 2002: attitudes toward media coverage of the "war on terrorism," whether the government has the right to monitor the activities of religious groups even if it means infringing upon religious freedoms, and levels of support for public access to various types of local government records
- 2003: attitudes toward corporate ownership of news organizations, media coverage of the Iraq War and "the war on terrorism," whether the government has the right to monitor the activities of religious groups even if it means infringing upon religious freedoms, and whether controversial political remarks by entertainers affect the likelihood of attending performances or purchasing products featuring such entertainers
- 2004: the effort to amend the Constitution to ban flag-burning, proposals to expand regulation of so-called indecent material in the media, attempts by government officials and private advocates to lower the "wall of separation between church and state," and scandals involving made-up stories and facts at major news organizations
- 2005: attitudes toward religious freedom in the workplace, freedom of expression in the public schools, the display of the Ten Commandments in public buildings, the confidentiality of library records, and government's ability to restrict various types of content in public broadcasts
- 2006: whether the press should be allowed to publish works that criticize the actions of the government during wartime and whether political candidates should be allowed to criticize the actions of the government while campaigning during wartime
For each survey year, computer-aided telephone interviews (CATI) were conducted, and the number of respondents across the data files ranges from 1,000 to 1,025.
ANES 2000 Time Series Study (ICPSR 3131)
ANES 1998 Time Series Study (ICPSR 2684)
General Social Survey, 1972-2014 [Cumulative File] (ICPSR 36319)
The Visual Art Critic, United States, March 1997-March 2002 (ICPSR 35602)
ANES 1978 Time Series Study (ICPSR 7655)
Performing Arts Research Coalition 2002: Household Surveys (ICPSR 35589)
Euro-Barometer 7: Science and Technology in the European Community, April 1977 (ICPSR 7612)
Washington Post Mayor Barry Verdict Poll, August 1990 (ICPSR 9555)
European Communities Study, 1973 (ICPSR 7330)
Eurobarometer 79.2: Internal Market, Cultural Activities, Non-Urban Road Use, Science and Technology, and Undeclared Work and Tax Fraud, April-May 2013 (ICPSR 35505)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. In Eurobarometer 79.2 the standard Eurobarometer module is not included however respondent and household demographics are included. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys cover the following special topics: (1) internal market (2) cultural activities (3) non-urban road use, quality and tolls (4) science and technology, and (5) undeclared work and tax fraud. In regard to the internal market, opinions were collected on the frequency of online purchases, technology used to make orders, types of goods purchased, problems experienced with online shopping, reasons why respondents do not purchase products online from other EU member states and distrust of online retailers. Respondents were asked if they were ever employed in an European state other than their home country and ways to assess quality of professional service providers. In queries on cultural activities, the frequency in which respondents visit museums, the cinema, public libraries in their home country and other EU countries were recorded as well as why they did not participate in cultural activities. Respondents were also asked if they participated in expressive arts such as dancing, writing poems, handicrafts, or playing musical instruments. In regard to non-urban road tolls respondents are polled on the frequency in which they use roads outside of cities, the quality and amount of congestion on those roads, purpose for using those roads. Opinions were collected on whether the government should spend more money on roads and their willingness to pay higher tolls. In the science and technology section, there are questions about interests in and knowledge of developments in science and technology, whether family members have formal credentials in science and technology, their source of information about the latest developments. Additionally, respondents were asked about the usefulness of science and technology. Lastly as it relates to undeclared work in the European Union respondents were asked if they know people who do not declare income, their awareness of the risk of getting caught, the consequences of getting caught and opinions on reasons for doing undeclared work.
Demographic and other background information collected includes age, gender, nationality, marital status and parental relations, occupation, age when stopped full-time education, household composition, ownership of a fixed or a mobile telephone and other durable goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
Reporting the Arts II [2003] (ICPSR 35590)
Eurobarometer 79.3: Europe 2020, The Financial and Economic Crisis and European Citizenship, May 2013 (ICPSR 35615)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics: (1) the Europe 2020 strategy, (2) the financial and economic crisis, and (3) European citizenship. Respondents were queried on the importance of initiatives to exit the economic crisis, thoughts about EU objectives and opinions on the crisis timeline. Respondents were asked who is best able to take action against effects of the financial crisis, questions about the public deficit and opinions on reform efforts. Additionally, respondents were asked their expectations of the EU, positive results of the EU and which values best represent the EU.
Demographic and other background information collected includes age, gender, nationality, marital status, occupation, social class, age when stopped full-time education, household composition, ownership of durable goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
Data on International Election Monitoring: Three Global Datasets on Election Quality, Election Events and International Election Observation (ICPSR 31461)
Eurobarometer 80.1: Europe 2020, the Financial and Economic Crisis, European Citizenship and Information on EU Political Matters, November 2013 (ICPSR 35204)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics: (1) Europe 2020 strategy, (2) the financial and economic crisis, (3) European citizenship, and (4) information on EU political matters. Opinions were collected on the European economic crisis and the importance of the Europe 2020 strategies for improving the crisis. Respondents were also asked about their thoughts on the effects of the formation of the European Union and the rights of its citizens. Additional information includes respondents' sources of political knowledge and to what extent they feel well informed on political matters.
Demographic and other background information collected include age, gender, nationality, marital status and parental relations, occupation, age when stopped full-time education, household composition, ownership of durable goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
ANES 1978 Time Series Study (ICPSR 35117)
ANES 1988-1992 Merged Senate Study File (ICPSR 35130)
ANES 1994 Time Series Study (ICPSR 35140)
ANES 1996 Time Series Study (ICPSR 35142)
ANES 1998 Time Series Study (ICPSR 35145)
ANES 2000 Time Series Study (ICPSR 35148)
South Korean Local Election Panel Study: Regional Three Waves, 2010 (ICPSR 34350)
Eurobarometer 78.1: Europe 2020, the Financial and Economic Crisis, European Citizenship, and Information on European Political Matters, November 2012 (ICPSR 34793)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics: (1) Europe 2020, (2) the financial and economic crisis, (3) European citizenship, and (4) information on European political matters. Opinions were collected on the European economic crisis and the importance of the Europe 2020 strategies for improving the crisis. Respondents were also asked about their thoughts on the effects of the formation of the European Union and the rights of its citizens. Additional information includes respondents' sources of political knowledge and to what extent they feel well informed on political matters.
Demographic and other background information collected include age, gender, nationality, marital status and parental relations, occupation, age when stopped full-time education, household composition, ownership of a fixed or a mobile telephone and other durable goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
General Social Survey, 1972-2012 [Cumulative File] (ICPSR 34802)
Eurobarometer 75.1: Energy in the European Union, Citizens' Rights, E-Communications, the Internal Market, and Carbon Dioxide Capture and Storage, February-March 2011 (ICPSR 34266)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics: (1) energy in the EU, (2) citizens' rights, (3) e-communications, (4) the internal market, and (5) carbon dioxide capture and storage. Information was collected on potential policies and ways to reduce energy consumption, the performance of EU administration, opinions about citizens' most important rights, and report access, use, and providers of various technology and media, including the Internet. Additional information includes respondents' views on employment across EU countries, counterfeiting and piracy, the handling of carbon dioxide, and effects on climate change.
Demographic and other background information collected includes age, gender, nationality, marital status and parental relations, left-right political self-placement, occupation, age when stopped full-time education, household composition, ownership of a fixed or a mobile telephone and other durable goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).