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Full-Text Articles in Economic Policy

Child Care Deserts In Mountain West Congressional Districts, 2024, Cason Noll, Yash Kalla, Yiselle Olivas Ruiz, Caitlin J. Saladino, William E. Brown Jr. Sep 2026

Child Care Deserts In Mountain West Congressional Districts, 2024, Cason Noll, Yash Kalla, Yiselle Olivas Ruiz, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on child care deserts across 28 congressional districts in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah as of 2024. The percentage of young children residing in a child care desert and the urban, suburban, or rural designation of each congressional district are included. The Center for American Progress (CAP) report, ‘America’s Child Care Crisis Leaves Many Families Without Access to Licensed Care,’ includes data on all 435 U.S. congressional districts.


Average Earnings Of Undergraduate Certificate Graduates In The Mountain West, 2024, Devin Streuter, Kahlen Coss, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr. Sep 2026

Average Earnings Of Undergraduate Certificate Graduates In The Mountain West, 2024, Devin Streuter, Kahlen Coss, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet presents data on the average earnings of undergraduate certificate program graduates in 2024 dollars compared to the average earnings of high school (HS) graduates in five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah. The fact sheet reports information on the number of undergraduate certificate programs, number of graduates, the most popular certificate programs, and earnings premiums for each state. Published by Open Campus in collaboration with The Higher Education Analytics (HEA) Group, the fact sheet reports data originally published through the “Certificate Earnings Explorer."


Middle Class Affordability In The Mountain West, 2023, Kian Parikh, Krish Sharma, Mohit Pande, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr. Aug 2026

Middle Class Affordability In The Mountain West, 2023, Kian Parikh, Krish Sharma, Mohit Pande, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2023 data on the share of middle-class households that can afford basic necessities in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Brookings Institution report, “In every corner of the country, the middle class struggles with affordability,” provides metropolitan-level estimates across all 50 U.S. states and the District of Columbia. This fact sheet focuses on middle class affordability data for the largest metro area in each Mountain West state and, where available, explores middle class affordability by race and ethnicity.


Gross Metropolitan Product (Gmp) And Gross State Product (Gsp) In The Mountain West, 2024, Devin Streuter, Phillip Seo, Zafeen Boulware, Caitlin J. Saladino, William E. Brown Jr. Aug 2026

Gross Metropolitan Product (Gmp) And Gross State Product (Gsp) In The Mountain West, 2024, Devin Streuter, Phillip Seo, Zafeen Boulware, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2024 Gross Metropolitan Product (GMP) and Gross State Product (GSP) data for five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah, and selected metros in these states. The data are derived from a report by the United States Conference of Mayors titled, “U.S. Metro Economies Annual Report and Forecast June 2025."


State Investments In Childcare In The Mountain West, 2026, Sophia Booth, Yiselle Olivas Ruiz, Caitlin J. Saladino, William E. Brown Jr. Jul 2026

State Investments In Childcare In The Mountain West, 2026, Sophia Booth, Yiselle Olivas Ruiz, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on state investments in childcare and preschool programs in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. BabyCenter’s 2026 analysis, “These are the best and worst states for childcare,” includes state-level data on childcare accessibility, affordability, public investment, and overall childcare rankings for all 50 states. This fact sheet focuses on childcare spaces per child, income spent on childcare, and state investment per child.


Innovation Hubs In Mountain West Cities, 2025, Cason Noll, Sean Curry, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. Jun 2026

Innovation Hubs In Mountain West Cities, 2025, Cason Noll, Sean Curry, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on 20 innovation-dense Mountain West cities across Arizona, Colorado, Nevada, New Mexico, and Utah. The CommercialCafe report, “Santa Clara, Berkeley & Tempe Lead Among Western Innovation Hubs,”  uses 15 indicators to rank 63 western cities for innovation hub activity across three categories: employment and talent, education, and business activity.


Retirement Rankings In The Mountain West, 2025, Isabelle G. Graham, Mia Tschan, Anthony Arroyo, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr. Mar 2026

Retirement Rankings In The Mountain West, 2025, Isabelle G. Graham, Mia Tschan, Anthony Arroyo, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet reports 2025 data on retirement rankings in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Bankrate report, “America’s best states to retire in 2025: New Hampshire takes the top spot,” presents data on retirement rankings for all 50 U.S. states. This fact sheet focuses on the overall retirement rank and individual retirement category rankings for each Mountain West state.


Child Care Costs In The Mountain West, 2025, Cason Noll, Isabelle G. Graham, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. Feb 2026

Child Care Costs In The Mountain West, 2025, Cason Noll, Isabelle G. Graham, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet reports child care affordability and cost data for the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Economic Policy Institute (EPI) report, “Child care costs in the United States,” highlights data on the differences in child care affordability across the United States. This fact sheet presents data on the percentage of annual income required to afford infant care for a minimum-wage worker, a typical child care worker, and a median family with children based on state-level income data for each Mountain West state. This fact sheet also reports annual costs, including college, …


Preparing For The Artificial Intelligence (Ai) Economy In The Mountain West, 2025, Kian Parikh, Taylor Volk, Maisoon Faris, Kristian Thymianos, William E. Brown Jr. Nov 2025

Preparing For The Artificial Intelligence (Ai) Economy In The Mountain West, 2025, Kian Parikh, Taylor Volk, Maisoon Faris, Kristian Thymianos, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data from the Brainly report, “Here Are the States Most (and Least) Prepared to Win the AI Race in 2025” for the five Mountain West states of Arizona, Colorado, New Mexico, Nevada, and Utah. This fact sheet highlights the national and individual rankings of four key metrics for each Mountain West state: the fixed percentage of businesses using artificial intelligence (AI); the number of AI jobs per 1,000 workers; the number of AI-related degrees per 10,000 people ages 20-24; and federal funding for small business technology innovation per $1 million of gross domestic product (GDP).


The Return On Investment (Roi) For Higher Education In Nevada, 2021-2022, Sean Curry, Cason Noll, Olivia K. Cheche, William E. Brown Jr. Oct 2025

The Return On Investment (Roi) For Higher Education In Nevada, 2021-2022, Sean Curry, Cason Noll, Olivia K. Cheche, William E. Brown Jr.

Higher Education

This fact sheet presents 2021-2022 data on the return on investment (ROI) of six public higher education institutions in Nevada. The data are sourced from the Georgetown University Center on Education and the Workforce’s “Ranking 4,600 Colleges by ROI” data tool, which provides standardized ROI estimates across institutions and degree levels nationwide. This fact sheet includes data for the following six public higher education institutions in Nevada that predominantly grant bachelor’s and associate’s degrees: University of Nevada, Reno; University of Nevada, Las Vegas; Nevada State College; Truckee Meadows Community College; Western Nevada College; and College of Southern Nevada.


Local Journalist Equivalents (Ljes) In The Mountain West, 2025, Taylor Volk, Anthony Arroyo, Yiselle Olivas Ruiz, Olivia K. Cheche, William E. Brown Jr. Oct 2025

Local Journalist Equivalents (Ljes) In The Mountain West, 2025, Taylor Volk, Anthony Arroyo, Yiselle Olivas Ruiz, Olivia K. Cheche, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2025 data on Local Journalist Equivalents (LJEs) for the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The data are derived from the Muck Rack report “Local Journalist Index 2025,” which includes data on LJEs for states and counties across the U.S. This fact sheet highlights state-level LJE data among Mountain West states, as well as LJE data for the following 17 Nevada counties: Carson City, Churchill, Clark, Douglas, Elko, Esmeralda, Eureka, Humboldt, Lander, Lincoln, Lyon, Mineral, Nye, Pershing, Storey, Washoe, and White Pine.


Economic Growth In Mountain West Cities, 2019-2023, Anirudh Polagani, Isabelle G. Graham, Olivia K. Cheche, Kristian Thymianos, William E. Brown Jr. Oct 2025

Economic Growth In Mountain West Cities, 2019-2023, Anirudh Polagani, Isabelle G. Graham, Olivia K. Cheche, Kristian Thymianos, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2019-2023 data on economic growth indicators in 32 Mountain West cities across Arizona, Colorado, Nevada, New Mexico, and Utah. The CoworkingCafe report, “Rising Powerhouses: The Cities Making America’s Economic Future,” includes economic growth data for 269 cities across the United States. This fact sheet highlights data from select cities in each Mountain West state, categorized by population size: five large cities, eight mid-sized cities, and 19 small cities.


Latino Or Hispanic-Owned Businesses In The Mountain West, 2017-2022, Anthony Arroyo, Cason Noll, Caitlin J. Saladino, William E. Brown Jr. Oct 2025

Latino Or Hispanic-Owned Businesses In The Mountain West, 2017-2022, Anthony Arroyo, Cason Noll, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines the growth of Latino or Hispanic-owned businesses in the largest metropolitan areas in the Mountain West between 2017 and 2022. The data are derived from the Brookings Institution’s “Charting the surge in Latino or Hispanic-owned businesses in the US” report, which highlights data on Latino or Hispanic-owned businesses in metropolitan and micropolitan areas across all 50 U.S. states and the District of Columbia. This fact sheet focuses on data for the following metropolitan areas in the Mountain West: Phoenix-Mesa-Chandler, AZ; Denver-Aurora-Centennial, CO; Las Vegas-Henderson-North Las Vegas, NV; Albuquerque, NM; and Salt Lake City-Murray, UT.


Cost Of Living For Older Adults (65+) In Mountain West Metropolitan Statistical Areas, 2024, Anirudh Polagani, Annie Vong, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. Oct 2025

Cost Of Living For Older Adults (65+) In Mountain West Metropolitan Statistical Areas, 2024, Anirudh Polagani, Annie Vong, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet explores 2024 cost of living data for adults over the age of 65 in the largest metropolitan statistical areas (MSAs) across five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah. The data are sourced from the “Elder Index,” a dashboard that focuses on housing, healthcare, food, transportation, and miscellaneous expenses that collectively reflect the monthly expenses for those over the age of 65. This fact sheet focuses on five MSAs in the Mountain West: Phoenix-Mesa-Chandler, AZ; Denver-Aurora-Centennial, CO; Las Vegas-Henderson- North Las Vegas, NV; Albuquerque, NM; and Salt Lake City-Murray, UT.


Native American Tribes And Federal Grant Funding In The Mountain West, Fy2023-2025, Isabelle G. Graham, Maisoon Faris, Dre Boyd-Weatherly, Olivia K. Cheche, William E. Brown Jr. Oct 2025

Native American Tribes And Federal Grant Funding In The Mountain West, Fy2023-2025, Isabelle G. Graham, Maisoon Faris, Dre Boyd-Weatherly, Olivia K. Cheche, William E. Brown Jr.

Elections & Governance

This fact sheet presents state-level data on the impact of a federal government-wide funding freeze affecting Native American Tribes, focusing on the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The data are derived from the Brookings Institution’s “A federal grant freeze could disrupt over $24 billion to Native American communities and undermine US obligations to Tribes” brief, which reports data from USAspending. The original report provides data on the federal government’s obligations, outlays, and remaining balances owed to Native American Tribes for all 50 U.S. states and the District of Columbia.


Men Not At Work In Mountain West States, 2024, Maisoon Faris, Otoniel Ramos, Caitlin J. Saladino, William E. Brown Jr. Sep 2025

Men Not At Work In Mountain West States, 2024, Maisoon Faris, Otoniel Ramos, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents December 2024 data on male labor force participation in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The “Men at work: Trends and metrics” report published by the American Institute for Boys and Men (AIBM) provides data on the percentages and numbers of men not in the labor force and divides them into different categories. This fact sheet focuses on the total male population aged 25- 54 not in the labor force due to disability, retirement, or other reasons.


Federal Funding In The Mountain West, 2021-2024, Isabelle G. Graham, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. Sep 2025

Federal Funding In The Mountain West, 2021-2024, Isabelle G. Graham, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Elections & Governance

This fact sheet presents data on the number of federal funding awards granted to the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah between 2021 and 2024. These awards include investments authorized under major federal legislation such as the Inflation Reduction Act (IRA), CHIPS and Science Act, and Bipartisan Infrastructure Law (BIL), among other programs tracked by Invest.gov. The One Big Beautiful Bill Act (OBBBA) will see funding for these programs sunsetted (terminated as the above legislation expires).


Public Sector Employment In Mountain West Cities, 2019, Olivia K. Cheche, William E. Brown Jr. Jul 2025

Public Sector Employment In Mountain West Cities, 2019, Olivia K. Cheche, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on public sector employment in 16 cities within the Mountain West states of Arizona, Colorado, Nevada, and New Mexico. The Urban Institute’s “Public Sector Employment and Its Role in Local Economic Development” report provides data on publicly driven jobs in the 100 largest U.S. cities as of 2019. This fact sheet focuses on city-level data from the largest cities in the Mountain West.


Rainy Day Funds In Mountain West States, Fy2024, Anirudh Polagani, Cason Noll, Krish Sharma, Caitlin J. Saladino, William E. Brown Jr. Jun 2025

Rainy Day Funds In Mountain West States, Fy2024, Anirudh Polagani, Cason Noll, Krish Sharma, Caitlin J. Saladino, William E. Brown Jr.

Elections & Governance

This fact sheet presents data on rainy day funds for fiscal year 2024 in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah, as originally reported in the 2025 Governing Magazine article, “Growth of State Rainy Day Funds Has Slowed Down.” These data capture the number of days each state could fund state government operations using only rainy day funds, which represent the money states set aside to maintain operations during economic downturns or fiscal stress.


New Building Permits In The Mountain West, 2024, Taylor Volk, Mohit Pande, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr. Jun 2025

New Building Permits In The Mountain West, 2024, Taylor Volk, Mohit Pande, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet examines data on new build permits from January 2023 to January 2024 in the five Mountain West States of Arizona, Colorado, Nevada, New Mexico, and Utah.“New Home Construction Statistics,” published by This Old House, reported percent changes on new builder permits and construction manufacturing costs and statistics across all 50 states.


Low Wage Workers In Mountain West States, 2024, Cason Noll, Krish Sharma, Maisoon Faris, Sydney Mitchell, Caitlin J. Saladino, William E. Brown Jr. Apr 2025

Low Wage Workers In Mountain West States, 2024, Cason Noll, Krish Sharma, Maisoon Faris, Sydney Mitchell, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2024 data on low wage workers in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The 2024 Oxfam America report, “The Crisis of Low Wages: Who earns less than $17 an hour in the U.S. in 2024?,” contains data on wage earners across all 50 states, the District of Columbia (D.C.), and Puerto Rico. This fact sheet focuses on the number and percentage of workers earning under $17 per hour in Mountain West states, as well as disparities in low-wage earnings by gender and race across the region.


Extremely Low-Income Renter Households In The Mountain West, 2023, Anthony Arroyo, Yiselle Olivas Ruiz, Mia Tschan, Caitlin J. Saladino, William E. Brown Jr. Apr 2025

Extremely Low-Income Renter Households In The Mountain West, 2023, Anthony Arroyo, Yiselle Olivas Ruiz, Mia Tschan, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet examines data from the 2025 National Low Income Housing Coalition (NLIHC) report, “The Gap: A Shortage of Affordable Rental Homes,” which reported annual rental housing shortages in the United States. This fact sheet focuses on the number of extremely low-income renter households, affordable and available rental homes, and associated cost burdens in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah.


Nevada’S Predictable Housing Train Wreck And What To Do About It, Arthur C. Nelson Sep 2024

Nevada’S Predictable Housing Train Wreck And What To Do About It, Arthur C. Nelson

Policy Briefs and Reports

Nevada is on the cusp of a housing catastrophe, especially in Southern Nevada.

Consider that the state has fewer households than it should. A household is defined as one or more people who have a home of their own. But for price, location, configuration, and other factors, about 60,000 households in Nevada do not exist because there is no home for them. And it’s going to get worse. Including these “missing households,” nearly 470,000 new occupied homes will need to be built between 2020 and 2040 to meet the housing needs of all Nevadans, or about 23,000 per year. The …


‘Brain Drain’: Net Gains And Losses Of College- Educated Residents In The Mountain West, 2023, Dre Boyd-Weatherly, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Aug 2024

‘Brain Drain’: Net Gains And Losses Of College- Educated Residents In The Mountain West, 2023, Dre Boyd-Weatherly, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet examines the number of college-educated individuals who moved to Mountain West states (Arizona, Colorado, Nevada, New Mexico, and Utah) and to selected metropolitan statistical areas (MSAs) in the Mountain West in 2023. The “2024 Study: ‘Brain Drain’? The States With the Largest Net Gains and Losses of College-Educated Americans” report contains data from the Annual Social and Economic Supplement (ASEC) of the Current Population Survey conducted by the United States Census Bureau. The study includes data on where college-educated residents move and which areas experienced ‘brain drain,’ where college-educated residents move to other places.


Unemployment, Weekly Earnings, And Cost Of Living In Mountain West Metros, 2022, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Aug 2024

Unemployment, Weekly Earnings, And Cost Of Living In Mountain West Metros, 2022, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on unemployment, weekly earnings, and cost of living for five Metropolitan Statistical Areas (MSAs) in the Mountain West states of Arizona, Colorado, Nevada, and Utah. The Ludwig Institute for Shared Economic Prosperity (LISEP). Local Analysis report includes data on the 50 largest MSAs in the U.S., which include the following in the Mountain West: Phoenix-Mesa Scottsdale, AZ; Tucson, AZ; Denver-Aurora-Lakewood, CO; Las Vegas-Henderson-Paradise, NV; and Salt Lake City, UT.


Projected Job Growth By 2031 In The Mountain West, Madison Dwyer, Annie Vong, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr. Aug 2024

Projected Job Growth By 2031 In The Mountain West, Madison Dwyer, Annie Vong, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines job growth projections from 2021 to 2031 for the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. This fact sheet also presents projected job growth data by educational level, and across selected occupational sectors. Data are sourced from the report, “After Everything: Projections of Jobs, Education, and Training Requirements through 2031,” published by the McCourt School of Public Policy’s Center on Education and the Workforce (CEW) at Georgetown University.


First Year Earnings And Debt In The Mountain West, Mohit Pande, Ivan Sun, Caitlin J. Saladino, William E. Brown Jr. Jul 2024

First Year Earnings And Debt In The Mountain West, Mohit Pande, Ivan Sun, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet examines data from the Georgetown University report, “Buyer Beware: First-Year Earnings and Debt for 37,000 College Majors at 4,400 Institutions,” comparing and ranking the earnings, debt, and earnings net of debt based on post-secondary educational level. This fact sheet focuses on state-level data on first year earning and debt for five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah.


Average Child Care Costs In Nevada And The Mountain West, 2024, Monserrat Cristando-Romo, Maryam Raja, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Jul 2024

Average Child Care Costs In Nevada And The Mountain West, 2024, Monserrat Cristando-Romo, Maryam Raja, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet reports data on the average costs of child care in the five most populous cities in each Mountain West state and the ten most populous cities in Nevada based on the “2020: ACS 5-Year Estimates Data Profiles” United States Census Bureau (Salt Lake City, UT; Albuquerque, NM; Denver, CO; Phoenix, AZ; and Las Vegas, NV). The original report from care.com provides child care data for all U.S. cities to assess the costs of child care nationally.


Investment Fraud In The Mountain West, Riley Ruff, Vanessa Booth, Caitlin J. Saladino, William E. Brown Jr. Nov 2023

Investment Fraud In The Mountain West, Riley Ruff, Vanessa Booth, Caitlin J. Saladino, William E. Brown Jr.

Criminal Justice

This fact sheet focuses on investment fraud data in the Mountain West states of Arizona, Colorado, Nevada, New Mexico and Utah. The original report includes data from “The 2023 State of Investment Fraud” study conducted by Carlson Law.


Gross Domestic Product (Gdp) In Mountain West Metros, 2022, Ayda Atici, Eshaan Vakil, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr. Oct 2023

Gross Domestic Product (Gdp) In Mountain West Metros, 2022, Ayda Atici, Eshaan Vakil, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr.

Cities & Metros

This fact sheet examines the rankings of large Mountain West metropolitan statistical areas (MSAs) in terms of Gross Domestic Product (GDP) in 2022, as well as population rank in 2020. The original report, published by Visual Capitalist, collated information from the U.S. Bureau of Economic Analysis and the Kenan Institute to provide these data.