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Forces of Change Survey, United States, 2020 (ICPSR 39356)

Released/updated on: 2026-04-07
Geographic coverage: United States
Time period: 2020-01-01--2020-12-31

The National Association of County and City Health Officials' (NACCHO) Forces of Change Survey was developed as an evolution to NACCHO's Job Losses and Program Cuts Surveys (also known as the Economic Surveillance Surveys), which measured the impact of the economic recession on local health departments' (LHDs) budgets, staff, and programs.

The Forces of Change Survey continues to measure changes in LHD budgets, staff, and programs and assess more broadly the impact of forces affecting change in LHDs. For the 2020 Forces of Change survey, the core set of questions were distributed to a total of 2392 LHDs in the United States, with a stratified random sample of 905 LHDs receiving the module questionnaire.

More specifically, the survey collected information about LHD staffing levels, workforce reductions, and changes in budget sizes; provided services or functions; changes in the level of service delivery; billing for clinical services; efforts to help people enroll in health insurance from exchanges under the Affordable Care Act; awareness of and involvement in the State Innovation Models Initiative; participation in the Public Health Accreditation Board's national accreditation program for LHDs; and whether LHDs are part of a combined health and human services agency.

Self-published

ECIN Replication Package for "The Economic Impact of Uncertainty about U.S. Regulations of the Energy Sector" (ICPSR 214881)

Released/updated on: 2025-04-02
This project contains the replication package for the paper titled "The Economic Impact of Uncertainty about U.S. Regulations of the Energy Sector."Abstract: This paper examines the economic impact of uncertainty surrounding U.S. regulatory policies of the energy sector. We first construct a monthly-frequency measure of regulatory uncertainty related to oil and gas production using natural language processing on over 600,000 U.S. newspaper articles published from 1985 to 2021. We then conduct empirical analysis via structural VAR models with the constructed oil regulatory uncertainty index, oil market variables, and aggregate economic data. The impulse response functions suggest that an increase in oil regulatory uncertainty reduces oil production and drilling activity and negatively affects national and state-level economic outcomes.
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Survey of Household Economics and Decisionmaking (SHED) April 2020: Supplemental Survey, United States (ICPSR 37921)

Released/updated on: 2021-02-11
Geographic coverage: United States
Time period: 2020-04-03--2020-04-06
Since 2013, the Federal Reserve Board has conducted the Survey of Household Economics and Decisionmaking (SHED), which measures the economic well-being of U.S. households and identifies potential risks to their finances. The survey includes modules on a range of topics of current relevance to financial well-being including credit access and behaviors, savings, retirement, economic fragility, and education and student loans. The Board's seventh annual SHED examines the economic well-being and financial lives of U.S. adults and their families. The 2019 complete survey was conducted in October 2019, offering a picture of personal finances prior to the onset of the COVID-19 pandemic. To obtain updated information in the midst of closures and stay-at-home orders, a smaller supplemental survey was conducted in April 2020, focusing on labor market effects and households' overall financial circumstances at that time. Demographic variables include age, level of education, gender, race, household income, and marital status. Users can use the industry information included in the data to obtain a perspective on financial conditions resulting from COVID-19 for individuals who work in arts and culture related fields.
External data

Survey of Household Economics and Decisionmaking (ICPSR 37943)

Released/updated on: 2020-12-16
Geographic coverage: United States
The Survey of Household Economics and Decisionmaking (SHED) is conducted annually by the Federal Reserve Board. It measures the economic well-being of U.S. households and identifies potential risks to their finances. The survey includes modules on a range of topics of current relevance to financial well-being including credit access and behaviors, savings, retirement, economic fragility, and education and student loans. Data available on the Federal Reserve System website goes back to 2013.
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General Social Survey with Arts Module, United States, 2016 (ICPSR 37701)

Released/updated on: 2020-07-30
Geographic coverage: United States
Time period: 2016-01-01--2016-12-31

Since 1972, the General Social Survey (GSS) has been monitoring societal change and studying the growing complexity of American society. The GSS aims to gather data on contemporary American society in order to monitor and explain trends and constants in attitudes, behaviors, and attributes; to examine the structure and functioning of society in general as well as the role played by relevant subgroups; to compare the United States to other societies in order to place American society in comparative perspective and develop cross-national models of human society; and to make high-quality data easily accessible to scholars, students, policy makers, and others, with minimal cost and waiting. GSS questions include such items as national spending priorities, marijuana use, crime and punishment, race relations, quality of life, and confidence in institutions. Since 1988, the GSS has also collected data on sexual behavior including number of sex partners, frequency of intercourse, extramarital relationships, and sex with prostitutes. In 1985 the GSS co-founded the International Social Survey Program (ISSP). The ISSP has conducted an annual cross-national survey each year since then and has involved 58 countries and interviewed over one million respondents. The ISSP asks an identical battery of questions in all countries; the U.S. version of these questions is incorporated into the GSS.

The 2016 GSS added in new variables covering information regarding social media use, suicide, hope and optimism, arts and culture, racial/ethnic identity, flexibility of work, spouses work and occupation, home cohabitation, and health. The arts and culture module was funded by the National Endowment for the Arts (NEA). These data are an extract from the General Social Survey, 1972-2016 [Cumulative File], (ICPSR 36797).

Self-published

New Deal Studies (ICPSR 101199)

Released/updated on: 2018-11-18
Geographic coverage: United States
Time period: 1929-01-01--1940-12-31
These are a series of data sets from our projects on the New Deal.  For a survey of the projects, see Price Fishback.  “How Successful Was the New Deal?  The Microeconomic Impact of New Deal Spending and Lending Policies” Journal of Economic Literature 55(4) (December 2017):  1435-85. 
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SETUPS: Voting Behavior: The 2016 Election (ICPSR 36853)

Released/updated on: 2018-10-25
Geographic coverage: United States
Time period: 2016-01-01--2016-12-31

Voting Behavior, The 2016 Election is an instructional module designed to offer students the opportunity to analyze a dataset drawn from the American National Election (ANES) 2016 Time Series Study [ICPSR 36824]. This instructional module is part of the SETUPS (Supplementary Empirical Teaching Units in Political Science) series and differs from previous modules in that it is completely online, including the data analysis system components.

Curated

Channels of Interstate Risk Sharing, United States, 1963-2000 (ICPSR 25541)

Released/updated on: 2018-06-18
Geographic coverage: United States
Time period: 1963-01-01--2000-12-31

This study developed a framework for quantifying the amount of risk sharing among states in the United States, and constructed data that allowed researchers to decompose the cross-sectional variance in gross state product into levels of smoothing capital markets, federal government, and credit market smoothing.

The collection contains 67 Excel data files, that were grouped into 17 datasets based on the organizational ordering schematic provided by the principal investigator, including:

  • Dataset 1 - State Personal Income: n=1,938, 51 variables
  • Dataset 2 - Federal Taxes and Contributions: n=17,948, 424 variables
  • Dataset 3 - State Population: n=1,887, 51 variables
  • Dataset 4 - State and Local Personal Taxes: n=11,526, 306 variables
  • Dataset 5 - Interests on State and Local Funds: n=7,609, 205 variables
  • Dataset 6 - Transfers: n=5,814, 153 variables
  • Dataset 7 - Non Federal State Income: n=1,887, 51 variables
  • Dataset 8 - Federal Grants: n=1,938, 51 variables
  • Dataset 9 - Federal Transfers to Individuals: n=27,415, 766 variables
  • Dataset 10 - Federal Personal Taxes: n=1,938, 51 variables
  • Dataset 11 - State Government Expenditure: n=1,887, 51 variables
  • Dataset 12 - Disposable State Income: n=1,836, 51 variables
  • Dataset 13 - State Consumption: n=5,508, 153 variables
  • Dataset 14 - State and Local Transfers: n=1,836, 51 variables
  • Dataset 15 - Gross State Product: n=1,910, 52 variables
  • Dataset 16 - Retail Sales: n=3,774, 102 variables
  • Dataset 17 - Personal Consumption Expenditures: n=38, 2 variables
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Sri Lankan Environmental and Agricultural Decision-making Survey (SEADS), 2015-2017 (ICPSR 37051)

Released/updated on: 2018-06-12
Geographic coverage: Sri Lanka
Time period: 2015-01-01--2017-12-31

The Sri Lankan Environmental and Agricultural Decision-making Survey (SEADS) collected quantitative data from paddy farming households in 24 pre-selected villages in the dry zone of Sri Lanka. These data include information about livelihoods, economic activity, household characteristics, cultivation, and experiences with water scarcity and environmental stress. The objective of SEADS was to collect high quality data that could be used to:

  • Understand the impacts of water scarcity on farming households throughout the dry zone, and to assess vulnerability to climate change impacts.
  • Document methods of coping with water scarcity utilized by farmers and communities throughout the dry zone.
  • Estimate the rate of adoption of agricultural adaptations promoted by governmental and non-governmental organizations and community leaders (e.g., parachute method, low flood depth irrigation, short duration seed varieties.)
  • Understand what programs or policies may help support farmers to cope with water scarcity in the future.

Demographic variables collected include age, gender, religion, ethnicity, district of origin, education level, and occupation.

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Survey of Consumer Attitudes and Behavior, February 2014 (ICPSR 36637)

Released/updated on: 2018-03-26
Geographic coverage: United States
Time period: 2014-02-01--2014-02-28

The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.

The surveys conducted in 2014 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning.

Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.

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Eurobarometer 84.2: E-Communications in the Household, Awareness and Perception of Europeans about EU Customs, Europeans, Agriculture and the Common Agricultural Policy, October 2015 (ICPSR 36669)

Released/updated on: 2017-12-14
Geographic coverage: Cyprus, Portugal, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Czech Republic, Belgium, European Union, Finland, Denmark, Italy, Germany, Estonia
Time period: 2015-01-01--2015-12-31

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) E-Communications and the Digital Single Market, (2) Awareness and Perceptions of Europeans about EU Customs, and (3) EU Citizens, Agriculture, and the Common Agricultural Policy. Respondents were queried as to their use of telephones and digital electronics, the importance of specific factors in choosing to subscribe to an Internet connection, paid services that can be accessed via the Internet, bundling Internet connection with other services, and switching communication service providers. Questions were also asked regarding respondents' perceptions of EU customs authorities and their activities, the role of EU customs authorities, and how informed respondents were about various aspects of the EU Customs Union. Additional topics included respondents' support of the Common Agricultural Policy (CAP), the primary responsibilities of EU farmers, the effectiveness of the CAP, approval of EU financial support of the CAP, and importance of environmental protection.

Demographic and other background information collected includes age, gender, nationality, marital status, occupation, political preference, 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.

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Eurobarometer 82.2: Quality of Transport, Cyber Security, Value Added Tax, and Public Health, October 2014 (ICPSR 36662)

Released/updated on: 2017-10-13
Geographic coverage: Cyprus, Portugal, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Czech Republic, Belgium, European Union, Finland, Denmark, Italy, Germany, Estonia
Time period: 2014-01-01--2014-12-31

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) Quality of Transport, (2) Cyber Security, (3) Value Added Tax, and (4) Public Health.

Respondents' opinions were collected regarding common forms of transportation, status of infrastructure in the respondent's country, reasons for using various forms of transportation, the use of autonomous vehicles, frequency and purpose of travel, and issues affecting rail, air, sea, and road transportation. Additional questions were asked regarding risks of cyber crime, respondents' use of the internet, how cyber security concerns have altered respondents' online behavior, prevention of online harassment of household children, and concern about and experience with being victimized in cyber crime. Respondents were also asked about the Value Added Tax (VAT) and how often they purchased goods from other EU member states. Further questions include knowledge of information regarding reimbursement for healthcare, and respondents' willingness to and opinions of policies related to blood, tissue, and organ donation.

Demographic and other background information collected includes age, gender, nationality, marital status, occupation, left-right political self-placement, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other durable goods, difficulties in paying bills, self-assessed level in society, self-assessed social class, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview.

Curated
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Eurobarometer 83.2: Perception of Security, Civil Protection, and Humanitarian Aid, March 2015 (ICPSR 36666)

Released/updated on: 2017-10-11
Geographic coverage: Cyprus, Portugal, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Czech Republic, Belgium, European Union, Finland, Denmark, Italy, Germany, Estonia
Time period: 2015-01-01--2015-12-31

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.

Eurobarometer 83.2 covered the following special topics:(1) Perception of Security, (2) Civil Protection, and (3) Humanitarian Aid. Respondents were asked for their opinions regarding the most important challenges and threats facing EU citizens, the performance of police and other law enforcement authorities, respondents personal sense of security, the role different groups and individuals should play in promoting security, and the impact of new technologies on security. Further topics included evaluating the EU's response to natural and man-made disasters, communication regarding risk of disaster, governmental preparation and prevention of disasters, and potential for negative economic impact caused by a disaster. Additional questions asked for respondents views regarding humanitarian aid funding, including the importance of the EU's funding, the efficiency of various groups and organizations providing such funding, and accessibility of information about funding.

Demographic and other background information collected includes age, gender, nationality, marital status, occupation, political preference, 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.

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Los Angeles County Social Survey, 1995 (LACSS) (ICPSR 36563)

Released/updated on: 2017-07-27
Geographic coverage: Los Angeles, California
Time period: 1995-01-01--1995-12-31

The Los Angeles County Social Survey (LACSS) continues the Los Angeles Metropolitan Area Studies (LAMAS) and the Southern California Social Surveys (SCSS). The Los Angeles County Social Survey (LACSS) is part of a continuing annual research project supported by the Institute for Social Science Research at the University of California, Los Angeles (UCLA).

The LACSS 1995 was conducted between April and July 1995. Los Angeles County residents were asked questions concerning ethnic relations, social dominance, social distance, immigration, affirmative action, employment, and government. A split ballot methodology was utilized concerning the topics of immigration and affirmative action. Respondents were randomly selected to answer a series of questions from one of three ballots. In addition, a different series of social distance questions were asked depending on the respondent's ethnicity. Questionnaires were provided in both English and Spanish languages.

Demographic information collected includes race, gender, religion, age, education level, occupation, birth place, political party affiliation and ideology, and origin of ancestry.

Curated
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Eurobarometer 82.3: Standard Eurobarometer 82, November 2014 (ICPSR 36663)

Released/updated on: 2017-04-12
Geographic coverage: Cyprus, Portugal, Iceland, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Serbia, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Albania, Czech Republic, Turkey, Belgium, European Union, Finland, Denmark, Italy, Macedonia, Germany, Montenegro, Estonia
Time period: 2013-01-01--2014-12-31

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 standard trend questions and the following special topics: (1) Europe 2020 strategy, (2) the financial and economic crisis, (3) European citizenship, and (4) information on EU political matters. Respondents' opinions were collected regarding several important issues facing their country and the EU, including the economy, citizenship, taxation, education, unemployment, crisis measures, EU membership, EU 2020 goals, and shared values among EU members. Additionally, respondents were asked to report their level of trust in government institutions, whether they felt their voices were being heard in the electoral system, and where they received information about the EU.

Demographic and other background information collected includes age, gender, nationality, marital status, occupation, age when stopped full-time education, household composition, ownership of durable goods, difficulties in paying bills, self-assessed social class, left-right political self-placement, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).

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Eurobarometer 83.1: Europeans in 2015, Data Protection and the Internet, February-March 2015 (ICPSR 36665)

Released/updated on: 2017-04-05
Geographic coverage: Cyprus, Portugal, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Czech Republic, Belgium, European Union, Finland, Denmark, Italy, Germany, Estonia
Time period: 2015-01-01--2015-12-31

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) Europeans in 2015 and (2) Data Protection and the Internet. Regarding these two topics, respondents were asked about their Internet activity, personal data disclosure, online data disclosure reasons, government data collection revelations, online data disclosure risks, social web privacy, and data protection complaints. In addition, respondents were asked their opinions on the economic situation in their countries, how much they trusted certain institutions, and how often they discuss political matters with friends or relatives.

Demographic and other background information collected includes age, gender, nationality, language, marital status, occupation, age when stopped full-time education, household composition, ownership of durable goods, difficulties in paying bills, self-assessed social class, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).

Curated
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Eurobarometer 82.1: Passenger Rights and Development Aid, September 2014 (ICPSR 36661)

Released/updated on: 2017-02-23
Geographic coverage: Cyprus, Portugal, Malta, Greece, Netherlands, Sweden, Great Britain, Austria, Latvia, Luxembourg, Ireland, Poland, Slovenia, Slovakia, France, Bulgaria, Lithuania, Croatia, Romania, Hungary, Northern Ireland, Spain, Czech Republic, Belgium, European Union, Finland, Denmark, Italy, Germany, Estonia
Time period: 2014-09-13--2014-09-22

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)Passenger Rights and (2)Development Aid. Respondent's opinions were collected regarding their rights and experiences as passengers on board planes, rail, ship, and other public transportation means. They were asked about disruptions, delays, transportation mode, noise and assistance. Their opinions were also collected about EU development aid, poverty, and living conditions. They were asked where development aid should be used, for example, to improve health, education, water and sanitation, or a number of other areas. They were also asked where they obtained their information about development.

Demographic and other background information collected includes age, gender, nationality, marital status, left-right political self-placement, occupation, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other durable goods, difficulties in paying bills, self-assessed level in society, self-assessed social class, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).

External data

National Cultural Districts Exchange (ICPSR 36541)

Released/updated on: 2016-08-01
Geographic coverage: United States

The National Cultural Districts Exchange provides a portal for accessing information on cultural districts in the United States. Cultural districts are defined as well-recognized, labeled areas of a city in which a high concentration of cultural facilities and programs serve as the main anchor of attraction. They help strengthen local economies, create an enhanced sense of place, and deepen local cultural capacity. The Nation Cultural Districts Exchange website provides tools and resources to help guide the development and advancement of Cultural Districts. The portal is provided by Americans for the Arts.

The portal offers tools and resources for the following areas:

  • Cultural Districts Basics
  • Developing a Cultural District
  • Advancing a Cultural District
  • Profiles of Cultural Districts
  • Cultural Districts Research
  • Cultural Districts Issue Briefs

Of particular interest to those involved in the arts are the phone survey results from 42 cultural districts in the United States which can be found on the Cultural Districts Research link and the Cultural Districts Interactive Map which provides data on over 300 cultural districts in the United States.

External data

Longitudinal Employer-Household Dynamics (ICPSR 36543)

Released/updated on: 2016-08-01
Geographic coverage: District of Columbia, Puerto Rico, United States, Virgin Islands of the United States

The Longitudinal Employer-Household Dynamics (LEHD) program is part of the Center for Economic Studies at the U.S. Census Bureau. The LEHD program produces new public-use information combining federal, state and Census Bureau data on employers and employees under the Local Employment Dynamics (LED) Partnership. The LED Partnership works to provide economic indicators needed by state and local authorities.

LEHD provides access to the LED Extraction Tool which allows user to custom query data by firm characteristics. For research related to the arts, users can custom query the subset of data for firms considered part of the "Arts, Entertainment, and Recreation" industry.

The LEHD mission is to provide new dynamic information on workers, employers, and jobs with state-of-the-art confidentiality protections and no additional data collection burden. See this one-page document on LED for more information.

External data

Job Openings and Labor Turnover Survey (ICPSR 36545)

Released/updated on: 2016-07-28
Geographic coverage: United States

The Job Openings and Labor Turnover Survey (JOLTS) is a monthly survey conducted in the United States that has been developed to address the need for data on job openings, hires, and separations. The data provided by JOLTS serve as demand-side indicators of labor shortages at the national level. Data from a sample of approximately 16,000 U.S. business establishments are collected by the Bureau of Labor Statistics through the Atlanta JOLTS Data Collection Center. The JOLTS survey covers all nonagricultural industries in the public and private sectors for the 50 States and the District of Columbia. JOLTS collects and shares data on Total Employment, Job Openings, Hires, Quits, Layoffs and Discharges, and Other Separations. JOLTS provides data from as far back as December 2000.

The JOLTS database allow users to extract data by industry based on the North American Industry Classification System (NAICS). Policymakers working in the arts and culture fields will find the data on the "Arts, entertainment, and recreation" industry (NAICS code 710000) of particular interest. JOLTS has over 760 data series related to the arts industry and continues to collect data on this industry every month.

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Ghana Population, Consumption and Environment (PCE) Survey, 2002 (ICPSR 34830)

Released/updated on: 2016-07-05
Geographic coverage: Africa, Ghana, Global
Time period: 2002-01-01--2002-12-31
The Ghana Population, Consumption, and Environment Survey (or Ghana-PCE Survey) was conducted in 2002 in collaboration with investigators at the University of Science and Technology (Kumasi) and the University of Cape Coast. The survey was designed to examine the social and demographic processes that are closely linked to health and environmental health risks, and how these in turn influence local thinking about environmental issues. The 2002 Ghana-PCE Survey collected information on women's birth histories (birth dataset), occupations and events over the respondent's lifetime (men's and women's calendar datasets), and the health of respondents' children who were at or under 6 years of age (children dataset). Additionally, information was collected on the availability of services such as electricity and drinking water, economic conditions, and perceived necessity of developmental programs (community dataset), as well as the availability of services such as waste disposal, the size of households, and the materials used in construction of houses (household dataset). Respondents' were also asked about voting behavior, community organization membership, public health practices, knowledge of illnesses in children, prevention and treatment of diseases, family planning, and environmental attitudes and awareness (individual dataset). Demographic information collected includes age, sex, occupation, birth region, languages spoken, ethnicity, marital status, residence ownership, religion, and education.
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Census of Governments, 1997: Finance Statistics (ICPSR 4423)

Released/updated on: 2014-05-15
Geographic coverage: United States
Time period: 1996-07-01--1997-06-30
The United States Census Bureau conducts a Census of Governments every five years, in years ending in "2" or "7," to collect information about governments in the United States. The Finance Statistics branch of the 1997 Census of Governments describes the revenues, expenditures, debt, and assets of state and local governments. This data collection includes nine datasets, including individual unit data, county area data, and summaries by type-of-government (including several state summaries by individual types of governments). This data was collected for the individual government fiscal years that ended between July 1, 1996 and June 30, 1997.
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Census of Governments, 1992: Finance Statistics (ICPSR 4420)

Released/updated on: 2014-02-21
Geographic coverage: United States
Time period: 1991-07-01--1992-06-30
The United States Census Bureau conducts a Census of Governments every five years, in years ending in "2" or "7," to collect information about governments in the United States. The Finance Statistics branch of the 1992 Census of Governments describes the revenues, expenditures, debt, and assets of state and local governments. This data collection includes sixteen datasets, including individual unit data, county area data, and summaries by type-of-government (including several state summaries by individual types of governments). This data was collected for the individual government fiscal years that ended between July 1, 1991 and June 30, 1992.
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Enhanced Services for the Hard-to-Employ Demonstration and Evaluation Project: Kansas and Missouri, Enhanced Early Head Start (ICPSR 33801)

Released/updated on: 2013-01-30
Geographic coverage: United States, Missouri, Kansas
Time period: 2004-01-01--2010-12-31
The Enhanced Services for the Hard-to-Employ (HtE) Demonstration and Evaluation Project was a 10-year study (taken on by the MDRC) that evaluated innovative strategies aimed at improving employment and other outcomes for groups who faced serious barriers to employment. The Enhanced Services for the Hard-to-Employ is the first comprehensive attempt to understand the diverse low-income population and to test interventions aimed at the most common barriers that are encountered in this population's employment. The HtE demonstration was designed to evaluate a variety of innovative ways to boost employment, reduce welfare receipt, and promote well-being in low-income populations. This study evaluated the effectiveness of the Enhanced Early Head Start (EHS) program on addressing the developmental needs of young children living in poverty by offering enhanced services aimed at proactively addressing the employment and educational needs of their parents. This program included the addition of on-site self-sufficiency specialists to work with program staff and families on topics such as, formalized employment, self-sufficiency services and community partnerships with local employment-focused and educational agencies. The Early Head Start full research sample consists of 610 individuals randomly assigned between August 2004 and December 2006 (305 members in the program group and 305 in the control group). The research team followed the two groups for over three years, using surveys and administrative data. All 610 sample members completed a baseline survey at random assignment, providing basic demographic information, employment and child care history prior to the study. Two follow-up surveys were collected at the 18-month and 42-month mark. At 42-months, respondents who responded to the 18-month survey were asked about child care activities since their earlier survey interview date, while respondents who responded only to the 42-month survey were asked about child care activities since random assignment. Data were collected on receipt of EHS services and assistance programs, TANF history, type and amount of child care used, child immunization records, parenting, child behavior, child social-emotional skills, as well as child reading and math skills. Demographic information includes age, race, marital status, education, source of income, employment status, and public assistance information.
Curated

Global E-Commerce Ten Nation Survey Data: United States, Mexico, Brazil, Denmark, France, Germany, Taiwan, Singapore, China, and Japan, 2001-2002 (ICPSR 29861)

Released/updated on: 2011-08-17
Geographic coverage: Singapore, United States, Japan, Taiwan, China (Peoples Republic), Brazil, Denmark, Mexico, France, Germany, Global
Time period: 2002-02-18--2002-04-05
This study examined the electronic commerce of establishments across ten nations. Topics included a respondent selection/filter section containing questions about which industry represents their site's primary business, whether their organization had one or more than one establishment, the number of employees at the establishment, and whether they used the Internet to buy, sell, or support products or services. A second topic was the globalization of the firm and the globalization of markets and sourcing. For this section, respondents were asked whether any of their establishments or their headquarters were located outside of their country. In addition, respondents identified the total number of employees in all branches of the organization, the percentage of total sales and total procurement spending from outside of their country, and how much they were affected by competitors in the local area, or inside or outside the country. A third topic was the use of E-commerce technologies. This section queried respondents about their use of computers and email, whether they had a publicly accessible Web site, and if they utilized an intra-net, extra-net, electronic data interchange (EDI), electronic funds transfer (EFT), and a call center. A fourth topic was uses of the Internet, drivers for Internet use, barriers/difficulties to doing business on the Internet, and impacts of doing business online. For this section, respondents were asked about the purpose of using the Internet, whether they were familiar with an Internet marketplace, their participation as a buyer, a seller, or both in an Internet- based trading community, and whether they provide or plan to provide content and services for mobile customer access. Additionally, respondents were asked to rate the significance certain factors and obstacles had on doing business online, and the degree to which they experienced certain impacts since they began doing business online. A fifth topic was online sales, online services, and online procurement. In this section, respondents were asked if their online sales were to businesses, consumers, or both, to provide the percentage of total customer sales and total business to business that were conducted online. In addition, the survey inquired as to whether their Web site supported certain services, whether consumers, businesses, or both utilized these services, and what percentage of their total services were conducted online. Additionally, respondents were asked as to what percentage of the money they spent on certain items, such as direct goods for production, goods for resale, and supplies and equipment for doing business, are ordered online. The final topic was enterprise application strategy and spending. In this section, respondents were asked to identify the extent their Internet applications are electronically integrated with their internal databases and information systems, and their databases and information systems are electronically integrated with those of their suppliers and business customers. Lastly, respondents were asked to list their total revenue for both the calendar and fiscal year 2001, total IS operating budget in 2001, and the number of IT professionals working at their establishment.
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Correlates of War Project: International Trade Data, 1870-2006 (ICPSR 24385)

Released/updated on: 2010-03-08
Geographic coverage: Benin, Papua New Guinea, Angola, Cambodia, Sudan, East Timor, Paraguay, Kazakhstan, Portugal, Syria, Solomon Islands, North Korea, Bahamas, Grenada, Greece, Mongolia, Latvia, Morocco, Iran, Mali, Marshall Islands, Bosnia-Hercegovina, Panama, Guatemala, Guyana, Iraq, Chile, Laos, Nepal, Argentina, Ukraine, Tanzania, Seychelles, Zambia, Ghana, Belize, Bahrain, India, Canada, Guinea-Bissau, Maldives, Turkey, Belgium, Namibia, Taiwan, Finland, Comoros, South Africa, Trinidad and Tobago, Georgia, Central African Republic, Jamaica, Peru, Turkmenistan, Germany, Yemen, Vietnam (Socialist Republic), Eritrea, Fiji, United States, Guinea, China (Peoples Republic), Chad, Somalia, Sao Tome and Principe, Madagascar, Ivory Coast, Thailand, Libya, Equatorial Guinea, Western Samoa, Kiribati, Costa Rica, Sweden, Malawi, Andorra, Liechtenstein, Poland, Kuwait, Jordan, Nigeria, Bulgaria, Tunisia, Croatia, Uruguay, Sri Lanka, United Kingdom, United Arab Emirates, Tuvalu, Kenya, Switzerland, Spain, Lebanon, Djibouti, Brunei, Liberia, Azerbaijan, Cuba, Venezuela, Czech Republic, Burkina Faso, Mauritania, Saint Lucia, Swaziland, Palau, Israel, San Marino, Australia, Tajikistan, Estonia, Myanmar, Cameroon, Cyprus, Malaysia, Iceland, Global, Oman, Armenia, Gabon, South Korea, Austria, Yugoslavia, Mozambique, El Salvador, Monaco, Luxembourg, Brazil, Algeria, Slovenia, Lesotho, Tonga, Antigua and Barbuda, Ecuador, Colombia, Hungary, Japan, Moldova, Belarus, Mauritius, Albania, New Zealand, Vanuatu, Senegal, Italy, Honduras, Macedonia, Micronesia (Federated States), Nauru, Ethiopia, Haiti, Afghanistan, Burundi, Singapore, Egypt, Sierra Leone, Bolivia, Russia, Malta, Saudi Arabia, Cape Verde, Netherlands, Pakistan, Gambia, Ireland, Qatar, Slovakia, France, Lithuania, Kyrgyzstan, Saint Kitts-Nevis, Bhutan, Romania, Togo, Niger, Philippines, Rwanda, Uzbekistan, Bangladesh, Nicaragua, Barbados, Norway, Democratic Republic of Congo, Botswana, Saint Vincent and the Grenadines, Denmark, Dominican Republic, Mexico, Uganda, Zimbabwe, Suriname, Indonesia, Dominica
Time period: 1870-01-01--2006-12-31
The International Trade (v2.01) data compiled by the Correlates of War Project is the result of the effort to code trade flows between states (as defined by the Project) for the period 1870-2006. The data include information on both bilateral trade flows and total national imports and exports. Four data files are included with this collection: (1) dyadic trade statistics, (2) national trade statistics, and (3) and (4) supplementary information about dyadic and national trade statistics.
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Global Entrepreneurship Monitor (GEM): Expert Questionnaire Data, 1999-2003 (ICPSR 21862)

Released/updated on: 2009-06-26
Geographic coverage: Singapore, Hong Kong, United States, China (Peoples Republic), Scotland, Thailand, Portugal, Iceland, Global, Greece, Netherlands, South Korea, Sweden, Ireland, Brazil, Slovenia, France, Chile, Croatia, Argentina, Hungary, Japan, United Kingdom, Northern Ireland, Switzerland, India, Spain, New Zealand, Canada, Venezuela, Belgium, Norway, Taiwan, Finland, Denmark, South Africa, Italy, Mexico, Uganda, Israel, Australia, Germany
Time period: 1999-01-01--2003-12-31
The Global Entrepreneurship Monitor (GEM) was designed to capture various aspects of firm creation and entrepreneurship across countries. The data have been collected over a number of years (1998-2003) and include responses from 4,685 experts in over 38 countries and three subnational regions. This study seeks to measure the national attributes considered critical for new firm births and small firm growth. The dataset is a harmonized file capturing the results from all of the surveys. The expert, or key informant, questionnaire was improved and adjusted each year to increase the reliability of multi-item indices and provide for the addition of new dimensions. For each version of the questionnaire, respondents completed 70-80 standardized items that were the basis for 12-15 multi-item indices. Respondents were initially asked a series of general questions pertaining to starting a business, such as whether they were currently trying to start a new business, whether they knew anyone who had started a new business, and whether they thought it was a good time to do so. Respondents were also asked about the process of starting up a new business; whether they had done anything to start a new business in the past 12 months; whether they would own all, part, or none of the new business; how many people would be involved with the new business; what sort of business they were starting; and what they would sell. In addition, respondents identified the total start-up costs, the various sources of the start-up money, and why they were involved in the start-up. Respondents then answered a set of questions to assess the national conditions influencing entrepreneurial activity in their own country. In this respect, respondents provided their opinions on business and entrepreneurial education, the integration of new technology in businesses, the availability of financial support through government policies and programs, the availability of subcontractors, yearly changes in the economic market, and the physical infrastructure in their country. Views were also elicited from respondents about their national cultures in regard to entrepreneurial efforts and opportunities, attitudes towards entrepreneurs in general, women entrepreneurs and the resources available to them, and citizens' knowledge and experience with new businesses. They also gave their views on the Intellectual Property Rights (IPR) legislation and its enforcement in their respective countries. Respondents were then queried on the technological strengths of their country by ranking the top five sectors in which there has been development of the greatest number of technology-intensive start-up companies in the past ten years. Finally, respondents were asked the same general questions as those used in the GLOBAL ENTREPRENEURSHIP MONITOR (GEM): ADULT POPULATION SURVEY DATA SET, 1998-2003 (ICPSR 20320) in order to ascertain whether the opinions and behaviors of the current "expert" respondents differ from those of the general population. These questions included whether they were starting a new business, if there were opportunities for new businesses, funding sources for a new business, skills required to start a new business, shutting down a business, and whether a fear of failure was preventing the start of a new business. The dataset also contains variables that describe the respondent's gender, age, educational attainment, labor force status, the entrepreneurial areas in which they feel they have strong expertise, and the month and year the survey was conducted.
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Real Interest Rate Persistence: Evidence and Implications (ICPSR 24541)

Released/updated on: 2009-01-26
Geographic coverage: United States
The real interest rate plays a central role in many important financial and macroeconomic models, including the consumption-based asset pricing model, neoclassical growth model, and models of the monetary transmission mechanism. The authors selectively survey the empirical literature that examines the time-series properties of real interest rates. A key stylized fact is that postwar real interest rates exhibit substantial persistence, shown by extended periods when the real interest rate is substantially above or below the sample mean. The finding of persistence in real interest rates is pervasive, appearing in a variety of guises in the literature. The authors discuss the implications of persistence for theoretical models, illustrate existing findings with updated data, and highlight areas for future research.
Curated

Three Funerals and a Wedding (ICPSR 24543)

Released/updated on: 2009-01-26
Geographic coverage: United States
This article is a modified and updated version of a speech presented at the Regional Economic Summit, Evansville, Indiana, November 20, 2008.
Curated

Oil and the United States Macroeconomy: An Update and a Simple Forecasting Exercise (ICPSR 23220)

Released/updated on: 2008-09-05
Geographic coverage: United States
Some analysts and economists recently warned that the United States economy faces a much higher risk of recession should the price of oil rise to $100 per barrel or more. In February 2008, spot crude oil prices closed above $100 per barrel for the first time ever, and since then they have climbed even higher. Meanwhile, according to some surveys of economists, it is highly probable that a recession began in the United States in late 2007 or early 2008. Although the findings in this paper are consistent with the view that the United States economy has become much less sensitive to large changes in oil prices, a simple forecasting exercise using Hamilton's model augmented with the first principal component of 85 macroeconomic variables reveals that a permanent increase in the price of crude oil to $150 per barrel by the end of 2008 could have a significant negative effect on the growth rate of real gross domestic product in the short run. Moreover, the model also predicts that such an increase in oil prices would produce much higher overall and core inflation rates in 2009 than most policymakers expect.
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Forecasting Inflation and Output: Comparing Data-Rich Models with Simple Rules (ICPSR 22684)

Released/updated on: 2008-06-10
Geographic coverage: United States
There has been a resurgence of interest in dynamic factor models for use by policy advisors. Dynamic factor methods can be used to incorporate a wide range of economic information when forecasting or measuring economic shocks. This article introduces dynamic factor models that underlie the data-rich methods and also tests whether the data-rich models can help a benchmark autoregressive model forecast alternative measures of inflation and real economic activity at horizons of 3, 12, and 24 months ahead. The authors find that, over the past decade, the data-rich models significantly improve the forecasts for a variety of real output and inflation indicators. For all the series that they examine, the authors find that the data-rich models become more useful when forecasting over longer horizons. The exception is the unemployment rate, where the principal components provide significant forecasting information at all horizons.
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A Primer on the Empirical Identification of Government Spending Shocks (ICPSR 22681)

Released/updated on: 2008-06-09
Geographic coverage: United States
The empirical literature on the effects of government spending shocks lacks unanimity about the responses of consumption and wages. Proponents of shocks identified by structural vector autoregressions (VARs) find results consistent with New Keynesian models: consumption and wages increase. On the other hand, proponents of the narrative approach find results consistent with neoclassical models: consumption and wages decrease. This paper reviews these two identifications and confirms their differences by using standard economic series. It also uses alternative measures of government spending, output, and the labor market and shows that, although there are minor fluctuations within each identification, the disparate results between the two are robust to the alternative measures. However, under the structural VAR approach, the authors find some differences between the responses to federal and state/local government spending.
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General Industrial Statistics, 1963-1979 (ICPSR 7950)

Released/updated on: 2006-01-18
Geographic coverage: South America, Papua New Guinea, Cambodia, Paraguay, Syria, Solomon Islands, Latin America, Bahamas, Gibralter, Mali, Panama, Guadeloupe, Virgin Islands of the United States, Czechoslovakia, Laos, Argentina, Falkland Islands, Africa, Seychelles, Zambia, Belize, Bahrain, Guinea-Bissau, Namibia, Finland, Comoros, Faroe Islands, Yemen, Puerto Rico, China (Peoples Republic), Madagascar, Ivory Coast, Libya, Western Samoa, Sweden, Malawi, Andorra, Liechtenstein, Poland, Jordan, Tunisia, United Arab Emirates, Kenya, French Polynesia, Lebanon, Djibouti, Brunei, Cuba, Mauritania, Saint Lucia, Israel, San Marino, Australia, Soviet Union, Myanmar, Cameroon, Cyprus, Bermuda Islands, Malaysia, North America, Iceland, Global, Oman, Armenia, Gabon, Yugoslavia, Luxembourg, Brazil, Algeria, Antigua and Barbuda, Ecuador, Colombia, Moldova, Vanuatu, Italy, Honduras, Micronesia (Federated States), Haiti, Afghanistan, Singapore, French Guiana, American Samoa, Christmas Island, Russia, Netherlands, Reunion, Bhutan, Romania, Togo, Philippines, Asia, Democratic Republic of Congo, British Virgin Islands, Zimbabwe, Indonesia, Dominica, Benin, Angola, Sudan, East Timor, Portugal, New Caledonia, North Korea, Grenada, Greece, Cayman Islands, Morocco, Iran, Guatemala, Guyana, Iraq, Chile, Nepal, Ukraine, Tanzania, West Indies, Ghana, Anguilla, India, Canada, Maldives, Turkey, Belgium, Taiwan, South Africa, Trinidad and Tobago, Jamaica, Peru, Germany, Vietnam (Socialist Republic), Fiji, Hong Kong, United States, Guinea, Somalia, Sao Tome and Principe, Thailand, Equatorial Guinea, Costa Rica, Middle East, Kuwait, Nigeria, Croatia, Uruguay, Sri Lanka, Cook Islands, United Kingdom, Switzerland, Spain, Liberia, Venezuela, Swaziland, Palau, Persian Gulf States, South Korea, Austria, Mozambique, El Salvador, Monaco, Guam, Lesotho, Tonga, Hungary, Japan, Europe, Belarus, Mauritius, Albania, New Zealand, Senegal, Ethiopia, Egypt, Sierra Leone, Bolivia, Saudi Arabia, Cape Verde, Southeast Asia, Pakistan, Gambia, Ireland, Qatar, France, Lithuania, Saint Kitts-Nevis, Niger, Rwanda, Bangladesh, Nicaragua, Barbados, Norway, Botswana, Saint Vincent and the Grenadines, Macao, Denmark, Dominican Republic, Mexico, Uganda, Suriname, Greenland
Time period: 1963-01-01--1979-12-31
This collection was created by the United Nations from information collected from individual countries regarding their industrial production. The collection contains, for each reporting country, data on the type and amount of industrial production for the years 1963-1979. There are statistics on production for various industries including mining, manufacturing, construction, financing, and community and personal services. Production quantities are indicated in the basic units of that particular industry (e.g., number, man-hours, kilowatt hours, etc.). The data are organized by country, industry, and year, and thus, multiple country records may exist for each industry depending on the data years available. Part 1 contains information for the years 1967-1979, and Part 2 contains data for the years 1963-1966 (with some instances of overlapping data in the files). The data collected for these files was used as the master file input for the YEARBOOK OF INDUSTRIAL STATISTICS, VOLUME 1. The files have 19 variables (17 are alphanumeric, 2 are double precision floating point).
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Washington Post Florida Statewide Election Poll, October 2004 (ICPSR 4144)

Released/updated on: 2005-03-25
Geographic coverage: United States, Florida
Time period: 2004-10-01--2004-10-31
This special topic poll, which is part of a continuing series of monthly surveys that solicit public opinion on the presidency and on a range of other political and social issues, asked Floridian respondents questions about their voting inclinations for the 2004 presidential race and the 2004 Florida United States Senate election. With respect to the presidential race, respondents were asked their likelihood of voting, for whom they would vote if elections were being held that day, and the likelihood of changing their vote. Respondents were also asked which presidential candidate -- George W. Bush or John Kerry -- would do a better job handling specific issues (e.g., the economy, Iraq, immigration issues with Latin America), which of those issues was the single most important issue in the vote for president, and which presidential candidate -- again Bush or Kerry -- would understand the problems of people like the respondent, would be a strong leader, could be trusted in a crisis, was a likable person, and do a better job coping with the main problems facing the nation over the next few years. Additional questions polled respondents on their approval or disapproval of the way George W. Bush was handling his job as president and the way Jeb Bush was handling his job as governor of Florida. Respondents were also asked about the nation's economy, how things were financially for them and their family compared to a year ago, their satisfaction level with the way the federal government responded to the impacts of hurricanes Charley, Frances, and Ivan in Florida, if the government's response to those hurricanes would impact respondents' potential to vote for George W. Bush, and whether they approved or disapproved of re-establishing diplomatic trade relations with Cuba. With respect to the Florida United States Senate election, respondents were asked for whom they would vote if elections were being held that day. Further questions asked respondents if they voted in the 2000 presidential elections, whether they were confident votes would be counted accurately, whether vote miscounts were honest mistakes or deliberate miscounts to help one candidate win, and which candidate would benefit most from the miscounting of votes. Background information includes voter registration, political party affiliation, religious affiliation, sex, number of children living in the household, education, age, race, language of interview, marital status, income, and Hispanic origin.
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Identifying Business Cycle Turning Points in Real Time (ICPSR 1284)

Released/updated on: 2003-06-25
Geographic coverage: United States
This paper evaluates the ability of a statistical regime-switching model to identify turning points in United States economic activity in real time. The authors work with a Markov-switching model fit to real Gross Domestic Product and employment data that, when estimated on the entire postwar sample, provides a chronology of business cycle peak and trough dates close to that produced by the National Bureau of Economic Research (NBER). Next, they investigate how accurately and quickly the model would have identified NBER-dated turning points had it been used in real time for the past 40 years. In general, the model identifies turning point dates in real time that are close to the NBER dates. For both business cycle peaks and troughs, the model provides systematic improvement over the NBER in the speed at which turning points are identified. Importantly, the model achieves this with few instances of "false positives." Overall, the evidence suggests that the regime-switching model could be a useful supplement to the NBER Business Cycle Dating Committee for establishing turning point dates.
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NAFTA and the Geography of North American Trade (ICPSR 1285)

Released/updated on: 2003-06-25
Geographic coverage: Canada, United States, Europe, Mexico, North America, Global
Debates over the desirability of a preferential trading area frequently begin with the supposition that it will have two effects on the volume of trade: It will increase trade between members of the trading area and decrease trade between members and nonmembers. This article demonstrates, however, that at the regional level, the effects of the North American Free Trade Agreement (NAFTA) might be more complex than previously supposed. Specifically, according to gravity model estimates, NAFTA has led to (1) decreased trade between Eastern Canada and the United States and Mexico, (2) increased trade between Central Canada and the United States and Mexico, and (3) increased trade between Western Canada and Mexico but no change in the volume of trade between Western Canada and the United States. The model also indicates that NAFTA has caused a decrease in trade between Canadian regions and both Europe and Asia, while increasing Mexico's trade with Asia.
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Stock Market Returns, Volatility, and Future Output (ICPSR 1269)

Released/updated on: 2003-04-18
Geographic coverage: United States
In this article, the author shows that, if stock volatility follows an AR(1) process, stock market returns relate positively to past volatility but relate negatively to contemporaneous volatility in Merton's (1973) Intertemporal Capital Asset Pricing Model. The model helps explain the recent finding that stock market volatility drives out returns in forecasting real gross domestic product growth because the predictive power of returns is hampered by their positive correlation with past volatility. If the positive relation between returns and past volatility is controlled for, however, the author finds that volatility provides no additional information beyond returns in forecasting output in the post-World War II sample.
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Why Are Stock Market Returns Correlated with Future Economic Activity? (ICPSR 1261)

Released/updated on: 2002-08-13
Stock price, because it is a forward-looking variable, forecasts economic activities. An unexpected increase in stock price reflects that (1) future dividend growth is higher and/or (2) future discount rates are lower than previously anticipated. Therefore, the increase predicts higher output and investment. As well, other studies argue for an important relation between the expected stock market return and investment. In this paper, the author analyses the relative importance of these mechanisms by using Campbell and Shiller's (1988) method to decompose stock market return into three parts: expected return, a shock to the expected future return, and a shock to the expected future dividend growth. Contrary to the conventional wisdom, the author finds that dividend shocks are a rather weak predictor for future economic activities. Moreover, the expected return and shocks to the expected future return display different predictive patterns. The results shown here, collectively, explain why the forecasting power of stock market return is rather limited.
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Real Output in Switzerland: New Estimates for 1913-1947 (ICPSR 1223)

Released/updated on: 2000-08-28
Geographic coverage: Switzerland, Global
Time period: 1913-01-01--1947-12-31
In this article, the authors provide an estimate of the real gross domestic product of Switzerland between 1914 and 1947. The estimate is obtained from published data on three other measures of Swiss economic activity during this period: net national product, industrial production, and the transport volume of Swiss railroads. These underlying series closely represent the economic growth of Switzerland, but they also seem unreasonably volatile as proxy measures of total production, and hence are filtered by moving averages. Although such smoothing might reduce the accuracy of the estimates, comparisons to United States data suggest any such loss is small.
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Real Federal Deficits and Government Net Worth (ICPSR 1007)

Released/updated on: 1996-01-03
Geographic coverage: United States
These data and/or computer programs are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the INVESTIGATOR(S) if further information is desired.
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Monetary Aggregates, Monetary Policy and Economic Activity (ICPSR 1074)

Released/updated on: 1996-01-03
These data and/or computer programs are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the INVESTIGATOR(S) if further information is desired.
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Politico-Religious Organization and Economic Change in Zinacantan, Mexico, 1952-1987 (ICPSR 9727)

Released/updated on: 1992-05-12
Geographic coverage: Mexico
Time period: 1952-01-01--1987-12-31
This data collection stems from anthropological field work on politico-religious organization and economic change in Zinacantan, Mexico. Major areas of investigation include local economics, economic stratification, and political and religious organization. Men of Zinacantan, Mexico, held year-long religious posts called "cargos," and waiting lists were kept to record the names of men who wished to serve in the future. The cargo data presented in this collection include information on cargo waiting lists such as the year in which the lists were used, the cargo requested, and the hamlet of residence of the requester. The census data for the hamlet Nachig for the years 1967, 1983, and 1987 include information such as age, residence, tax-paying status, land holdings, wealth, economic activity, economic status, political affiliation, and religious and civil offices held. The unit of analysis for the cargo data is the cargo requested. For the census data, the unit of analysis is married men.
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Yearbook of World Energy Statistics, Master File, 1970-1979 (ICPSR 7893)

Released/updated on: 1992-02-16
Geographic coverage: South America, Papua New Guinea, Cambodia, Paraguay, Syria, Solomon Islands, Latin America, Bahamas, Gibralter, Montserrat, Mali, Panama, Guadeloupe, Virgin Islands of the United States, Czechoslovakia, Laos, Argentina, Falkland Islands, Africa, Seychelles, Zambia, Belize, Bahrain, Guinea-Bissau, Namibia, Finland, Comoros, Faroe Islands, Yemen, Puerto Rico, China (Peoples Republic), Madagascar, Ivory Coast, Libya, Western Samoa, Sweden, Malawi, Andorra, Liechtenstein, Poland, Jordan, Bulgaria, Tunisia, Channel Islands, United Arab Emirates, Tuvalu, Kenya, French Polynesia, Lebanon, Djibouti, Brunei, Azerbaijan, Cuba, Mauritania, Saint Lucia, Israel, San Marino, Australia, Soviet Union, Myanmar, Central America, Cameroon, Cyprus, Bermuda Islands, Malaysia, North America, Iceland, Global, Oman, Armenia, Gabon, Yugoslavia, Luxembourg, Brazil, Turks and Caicos Islands, Algeria, Antigua and Barbuda, Ecuador, Colombia, Moldova, Italy, Honduras, Micronesia (Federated States), Haiti, Afghanistan, Burundi, Singapore, French Guiana, American Samoa, Christmas Island, Netherlands, Martinique, Reunion, Bhutan, Romania, Togo, Philippines, Asia, Democratic Republic of Congo, British Virgin Islands, Zimbabwe, Indonesia, Dominica, Benin, Angola, Sudan, East Timor, Portugal, New Caledonia, North Korea, Greece, Cayman Islands, Mongolia, Morocco, Iran, Bosnia-Hercegovina, Guatemala, Guyana, Iraq, Chile, Nepal, Ukraine, Tanzania, West Indies, Ghana, Anguilla, India, Canada, Maldives, Turkey, Belgium, Taiwan, South Africa, Trinidad and Tobago, Central African Republic, Jamaica, Peru, Germany, Vietnam (Socialist Republic), Fiji, Hong Kong, United States, Guinea, Chad, Somalia, Sao Tome and Principe, Thailand, Kiribati, Costa Rica, Middle East, Kuwait, Nigeria, Croatia, Uruguay, Sri Lanka, Cook Islands, United Kingdom, Switzerland, Spain, Liberia, Venezuela, Burkina Faso, Swaziland, Palau, Persian Gulf States, South Korea, Austria, Mozambique, El Salvador, Monaco, Guam, Lesotho, Tonga, Hungary, Japan, Europe, Belarus, Mauritius, Albania, New Zealand, Senegal, Ethiopia, Egypt, Sierra Leone, Bolivia, Malta, Saudi Arabia, Cape Verde, Southeast Asia, Pakistan, Gambia, Ireland, Qatar, France, Lithuania, Saint Kitts-Nevis, Niger, Rwanda, Bangladesh, Nicaragua, Barbados, Norway, Botswana, Saint Vincent and the Grenadines, Macao, Denmark, Dominican Republic, Mexico, Uganda, Suriname, Saint Helena, Greenland
Time period: 1970-01-01--1979-12-31
This data collection contains energy commodity production statistics for approximately 200 United Nations reporting countries for the years 1970-1979. In this file, each record refers to an individual reporting country and the quantity of its various transactions (e.g., production, imports, exports, bunkers, additions to stocks, and capacity) for a given energy commodity in a given year. Only annual data are included. The 70 types of commodities reported include solid fuels (e.g., coal, peat, and charcoal), liquid fuels (e.g., crude petroleum, gasoline, and kerosene), gases, uranium, and both industrial and public types of geothermal, hydro, and nuclear generated electricity. Information is also included on the population (in thousands) of the reporting country, the quantity of the commodity per transaction, and the date of the transaction. Supplementary data not contained in this data collection are in the introduction and footnotes of the individual tables published in the YEARBOOK OF WORLD ENERGY STATISTICS, 1979.
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Index of Industrial Production Statistics, 1968-1977 (ICPSR 7895)

Released/updated on: 1992-02-16
Geographic coverage: Global
Time period: 1968-01-01--1977-12-31
The United Nations created this data collection using data from reporting countries regarding their yearly industrial production for the years 1968-1977. Each of these countries supplied statistics on the quantities produced for each year and industry. Industries are classified using the International Standard Industrial Classification (ISIC) Code.
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Productive Americans: Working and Planning, 1965 (ICPSR 7438)

Released/updated on: 1992-02-16
Time period: 1965-01-01--1965-12-31
This study focused on the total economic effort of families, the outside constraints and inner desires that affected that effort, and the attitudes and views that might have an impact on the quantity and the efficiency of work. Information was obtained about the extent to which families worked, planned ahead, accepted change, avoided risk, and kept a realizable set of goals. Respondents were asked about the kinds of work they did, their level of job satisfaction, their desire and opportunity to work more hours, their job history and any plans for changing to another type of job, and their plans for future retirement or present experience if already retired. Questions also elicited information about aspirations for the education of children, arrangements for child care and household help, frequency of meals taken in restaurants, type of residence occupied, and plans to move, if any. Data are provided on family history, including information about college attended by both head and wife, places in which the family lived in the past, and perceptions of personal efficacy. Income questions included amount of money earned, amount received from investments, and amount from transfer income. Demographic information on household head covers age, sex, race, marital status, religious affiliation, and political party membership. Data on family composition are also available.
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