Data Projects – Page 5 – Use It for Good

IPUMS International has brand new low level geographic variables and shapefiles

September 22, 2022July 8, 2022 by mpcblog

By Quinn Heimann

Map showing percentage of households with internet access in the 2014 Myanmar census by township — Map of Myanmar Internet Access

An ongoing goal and challenge for IPUMS-International (IPUMSI) is providing users with the most detailed geography possible. A unique obstacle to this is the confidentiality requirements agreed upon in order to distribute these census and survey samples. Nevertheless, IPUMSI has started launching lower-level geographic variables in samples where data is sufficient and confidentiality thresholds are still met. As of spring 2022, twenty samples have been released with third administrative level geographic data, covering ten countries across Africa and Asia. In addition, accompanying shapefiles are also being distributed to supplement these variables. Shapefiles can be used in conjunction with these more granular geographic variables to map out population trends in greater detail.

Screenshot to IPUMS International third level download page — IPUMSI third level download page

Many of these countries have multiple samples with lower level geography variables available. It is always a goal of IPUMSI to provide users with as much detail as possible for each sample, but this is sometimes hindered by a lack of sufficient data or detail. Some countries, such as Bangladesh and Mali, contain sufficient detail to provide lower level geography for all available samples in IPUMSI. More recent samples often contain more detail and more thorough documentation, whereas oftentimes this level of information is not present for samples produced longer ago.

An Introduction to the IPUMS Extract API for Microdata

June 3, 2022 by mpcblog

By Renae Rodgers

Have you heard the news?! The IPUMS Extract API now supports microdata! For users who have been clamoring for this feature for some time, feel free to skip to the final section for resources to get started. For our users who haven’t been awaiting this announcement with bated breath, and who may be saying to themselves, “ok…great…but…”

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via GIPHY

This blog post will give a brief introduction to APIs, give some examples of ways to use the IPUMS Extract API in your workflow, and share some more in-depth resources.

What is an API?

API stands for Application Programming Interface. An API is an intermediate layer between a user and a server that allows the user to interact programmatically with another program or a service. First, the user’s program talks to the API – this is known as making an API call or a request. The API, in turn, talks to the server, translating the user’s request into something the server can understand. The server returns the requested information to the API, and the API then returns that information to the user. For example, Google Maps has an API that allows developers to request and retrieve information from Google Maps from within their applications, without needing to go through a web interface.

At this point you may be thinking, “great, now I have a general idea of what an API is, but I am not a software developer so… thanks anyway.”

via GIPHY

The IPUMS Extract API opens up many possibilities for easing collaboration, and creating efficient workflows with only a few simple lines of code. Please read on!

IPUMS International 2022 Data Release

April 29, 2022April 28, 2022 by mpcblog

By Jane Lyon Lee, IPUMS International

IPUMS International has added 7 new census samples and new labor force surveys including the first-time data release from the Slovak Republic and historical samples from Egypt 1848 and 1868. The other newly added samples extend pre-existing series. The growing IPUMSI labor force survey collection has expanded with the addition of quarterly surveys from Mexico (ENOE 2005-2020) and more data from Spain & Italy. See a summary of the full IPUMS collection on the IPUMSI samples page.

IPUMS Announces 2021 Research Award Recipients

April 19, 2022April 19, 2022 by mpcblog

IPUMS is excited to announce the winners of its annual IPUMS Research Awards. These awards honor the best published research and nominated graduate student papers from 2021 that use IPUMS data to advance or deepen our understanding of social and demographic processes.

This year we are pleased to announce the IPUMS Excellence in Research Award. The IPUMS mission of democratizing data demands that we increase representation of scholars from groups that are systemically excluded in research spaces. This award is an opportunity to highlight and reward outstanding work using any of the IPUMS data collections by authors who are underrepresented in social science research*. In addition to the Excellence in Research Award, the 2021 competition awarded prizes for the best published and best graduate student research in seven categories, each associated with specific IPUMS data collections:

IPUMS USA, providing data from the U.S. decennial censuses, the American Community Survey, and includes full count data, from 1850 to the present.
IPUMS CPS, providing data from the monthly U.S. labor force survey, the Current Population Survey (CPS), from 1962 to the present.
IPUMS International, providing harmonized data contributed by more than 100 international statistical office partners for over 500 censuses and surveys from around the world for 1960 forward as well as full count historical (NAPP) data.
IPUMS Health Surveys, which makes available the U.S. National Health Interview Survey (NHIS) and the Medical Expenditure Panel Survey (MEPS).
IPUMS Spatial, covering IPUMS NHGIS, IPUMS IHGIS, and IPUMS Terra. NHGIS includes GIS boundary files from 1790 to the present; IHGIS provides data tables from population and housing censuses as well as agricultural censuses from around the world; Terra provides data on population and the environment from 1960 to the present.
IPUMS Global Health, providing harmonized data from the Demographic and Health Surveys and the Performance Monitoring and Accountability surveys, for low and middle-income countries from the 1980s to the present.
IPUMS Time Use, providing time diary data from the U.S. and around the world from 1965 to the present.

Over 2,000 publications based on IPUMS data appeared in journals, magazines, and newspapers worldwide last year. From these publications and from nominated graduate student papers, the award committees selected the 2021 honorees.

How the COVID-19 Pandemic Impacted the 2020 ACS 1-year PUMS Data

April 1, 2022March 31, 2022 by mpcblog

By Danika Brockman and Megan Schouweiler

One of the highlights of the past IPUMS USA release was the 2020 ACS 1-year Public Use Microdata Sample (PUMS) file. Due to the effects of the COVID-19 pandemic on 2020 ACS data collection and data quality, the Census Bureau did not release the standard PUMS data. Instead, they released the 2020 ACS 1-year data with experimental weights designed to account for the impact of the COVID-19 pandemic on data quality. In this blog post, we discuss the impact of the COVID-19 pandemic on the 2020 ACS and the development of the experimental weights, and we provide some recommendations for using the 2020 ACS 1-year PUMS file.

Impact of the Covid-19 Pandemic on Data Collection and Data Quality and the Development of the Experimental Weights

The COVID-19 pandemic severely disrupted data collection for the 2020 ACS. All methods of data collection were either shut down or significantly reduced from March 2020 through the end of the year. Data collection for group quarters was particularly disrupted by the COVID-19 pandemic; in-person visits to group quarter facilities were suspended or greatly reduced from March 2020 through the end of the year, and telephone interviews were not conducted due to logistical constraints. Beyond the impacts to data collection methods, the 2020 ACS had significant variability across the 2020 data collection year in response rates for both housing units and group quarters, and had the lowest overall response rate in the history of the ACS¹.

IPUMS PMA Longitudinal Data

March 15, 2022March 15, 2022 by mpcblog

By Devon Kristiansen

When Performance Monitoring for Action (PMA) initiated data collection in 2013, the survey design was a high-frequency, cross-sectional series with a focus on family planning, water, and sanitation indicators. Beginning in 2019, PMA refocused on reproductive and sexual health, and adjusted the survey design to add a contraceptive calendar and a longitudinal panel of women of childbearing age to observe contraceptive and fertility dynamics.

In order help researchers leverage the rich data from the redesigned PMA, IPUMS PMA has updated its online data dissemination system to provide longitudinal data in long form or wide form, delivering data files that link the women’s panel records.

The longitudinal data are designed to allow for analysis of contraceptive uptake, discontinuation, and method switching, as well as changes in fertility intentions and actualization over time. However, the redesigned survey also includes many new questions, including questions about domestic violence, women’s economic empowerment, abortion, health care access during COVID-19, and many other topics.

Reproductive Calendar Data Now Available from IPUMS DHS

March 1, 2022 by mpcblog

By Miriam L. King

IPUMS DHS has released data for a new unit of analysis, woman-months, based on retrospective calendar data offering a month-to-month history of a woman’s reproductive events during the preceding five years.

Woman Months: Each record will be a woman-month from respective calendar data.

The calendar data document for every month whether a woman gave birth, was pregnant, or terminated a pregnancy. For most samples, the monthly record also indicates whether the woman used a (specified) contraceptive method and her the reason for stopping use of the method. Some samples also collect information on the woman’s union status, employment, and the type of pregnancy termination.