Public Policy Commons^™

The Two-Way Mundlak Estimator, Badi H. Baltagi

Center for Policy Research

Mundlak (1978) shows that the fixed effects estimator is equivalent to the random effects estimator in the one-way error component model once the random individual effects are modeled as a linear function of all the averaged regressors over time. In the spirit of Mundlak, this paper shows that this result also holds for the two-way error component model once this individual and time effects are modeled as linear functions of all the averaged regressors across time and across individuals. Woolridge (2021) also shows that the two-way fixed effects estimator can be obtained as a pooled OLS with the regressors augmented …

Household Spending And Bill Payment In The Mountain West, 2022, Miguel Soriano Ralston, Caitlin J. Saladino, William E. Brown Jr.

Cities & Metros

This fact sheet examines data from doxoINSIGHTS’ report “United States of Bill Pay: 50 Largest U.S. Cities Household Spend Report 2022” which provides information on the $4.6 trillion U.S. consumer bill pay market. Data are included for the average monthly cost per household and market share of the top ten bill categories in the Mountain West states (Arizona, Colorado, Nevada, and New Mexico) and the six largest Mountain West cities (Denver, CO; Colorado Springs, CO; Las Vegas, NV; Phoenix, AZ; Tucson, AZ; and Albuquerque, NM) based on number of households. This fact sheet also examines the average monthly cost of …

Expanded Child Tax Credit Payments Supported Families Raising Children With Disabilities, Allyson Baughman, Laura Brugger, Meg Comeau, Leah Hamilton, Candace Jarzombek, Caroline Parker, Stephen Roll

Social Policy Institute Research

The 2021 expanded Child Tax Credit (CTC) provided temporary enhancements to the existing CTC for the tax years 2021 and 2022. Under the expanded credit, families with children under the age of 18 were eligible to receive a credit of up to $3,000 per child ($3,600 for children under the age of 6).

In addition, half the credit was paid out on a monthly basis rather than as a one-time payment at tax time. This provision was designed to provide more immediate financial support to families with children during the COVID-19 pandemic. However, it also supported families who were at …

Dynamic Micropolitans In The Mountain West, 2015-2021, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Cities & Metros

This fact sheet examines data exploring micropolitan ranking, gross domestic product (GDP) growth, employment growth, and average annual pay growth for micropolitan areas in the Mountain West. The original report includes economic growth data on 536 micropolitan areas across the United States from 2015 to 2021.

“It Helped Us More Than I Could Have Imagined”: How The 2021 Expanded Child Tax Credit Supported Families Raising Children With Disabilities, Laura Brugger, Stephen Roll, Leah Hamilton, Allyson Baughman, Meg Comeau, Candace Jarzombeck, Caroline Parker

Social Policy Institute Research

The 2021 expanded Child Tax Credit (CTC) provided temporary enhancements to the existing CTC for the tax years 2021 and 2022. Under the expanded credit, families with children under the age of 18 were eligible to receive a credit of up to $3,000 per child ($3,600 for children under the age of 6). In addition, half the credit was paid out on a monthly basis rather than as a one-time payment at tax time. This provision was designed to provide more immediate financial support to families with children during the COVID-19 pandemic. However, it also supported families who were at …

Of Boys And Men: Why The Modern Male Is Struggling, Why It Matters, And What To Do About It, Richard Reeves

Brookings Scholar Lecture Series

Boys and men are struggling. Profound economic and social changes of recent decades have many losing ground in the classroom, the workplace, and in the family. While the lives of women have changed, the lives of many men have remained the same or even deteriorated. Our attitudes, our institutions, and our laws have failed to keep up. Conservative and progressive politicians, mired in their own ideological warfare, fail to provide thoughtful solutions.

The father of three sons, a journalist, and a Brookings Institution scholar, Richard V. Reeves has spent twenty-five years worrying about boys both at home and work. His …

U.S. Energy Information Administration Information Resources, Bert Chapman

Libraries Faculty and Staff Presentations

Provides information about the resources produced by U.S. Department of Energy's Energy Information Administration. These resources cover energy statistics for U.S., states, the United States, and foreign countries. They also cover energy products as varied as coal, natural gas, nuclear energy, petroleum, and renewable energy.

Strengthening Policies And Structures To Combat Illicit Tobacco Trade In The Philippines, John Rafael Y. Arda, Alen Josef A. Santiago

Ateneo School of Government Publications

The Philippines has been seeing an increase in illicit tobacco trade in recent years, undermining the impacts of legal measures such as tobacco products' taxation and regulation due to circumvention of established avenues and costing the government its revenue. Currently, the country has twelve policies related to the prevention of illicit tobacco trade with gaps identified in its lack of licensing systems for tobacco retailers and policies on law enforcement cooperation, which manifests in the country being fully compliant to only 5 of the 16 articles under the World Health Organization's Illicit Tobacco Trade Protocol. It is recommended that the …

Racial Disparities In School Poverty And Spending: Examining Allocations Within And Across Districts, Robert Bifulco, Sarah Souders

Center for Policy Research

Using recently available school-level finance data, we compare exposure to low-income classmates and average per pupil spending for black, Hispanic, and white students. Using within metropolitan area comparisons, we find that the typical black and Hispanic students attend schools with much higher proportions of low-income students than the typical white student, and that per pupil spending in the typical black and Hispanic students’ schools is higher than in the typical white student’s school. Drawing on estimates of the additional spending required to provide low-income students equal educational opportunity, we find that it is unlikely that the additional spending in schools …

Governing The Pandemic: A Comprehensive Policy Analysis Of The $4.1t Strategy, Sean D. Jasso

Education Division Scholarship

From January 2020 to March 2021, the U.S. Government implemented five laws to marshal the federal response to the December 2019 outbreak of the Coronavirus. For context, past federal emergency policies include the New Deal $1T, World War II $4T, Hurricane Katrina $120B, AIDS $100B, $2.4T Iraq War, $90B Ukraine War, $44B Climate Change, Covid Vaccines $30B and, the largest emergency spending allocation in U.S. history, Covid-19 $4.1T. An evaluation of the government’s strategy to confront the pandemic is framed into two segments: legislative function – how the Congress mobilizes emergency legislation; and, executive function – how the administration manages …

The Fiscal Sustainability Of Retiree Health Care Benefits Among New York State School Districts, Robert Bifulco, Minch Lewis, Iuliia Shybalkina

Center for Policy Research

We examine spending on retiree health care as a percentage of revenues for a sample of New York State school districts. The fiscal burden of these benefits grew from 2010 to 2021, and big city school districts have faced the largest burdens. Assuming CBO forecasts regarding growth in health care costs and continuation of recent trends in revenue growth, we project that the burden of retiree health care benefits will exceed 10 percent of revenue by 2050. Projected burdens are greatest big city and high need rural districts. We discuss cutting benefits and pre-funding as possible policy responses.

“Model Minorities” In The Classroom? Positive Evaluation Bias Towards Asian Students And Its Consequences, Ying Shi, Maria Zhu

Center for Policy Research

The fast-growing demographic group of Asian Americans is often perceived as a “model minority.” This paper establishes empirical evidence of this stereotype in the context of education and then analyzes its consequences. We show that teachers rate Asian students’ academic skills more favorably than observationally similar White students in the same class, even after accounting for test performance and behavior. This contrasts with teachers’ lower likelihood of favoring Black and Hispanic students. Notably, teachers respond to the presence of any Asian student in the classroom by exacerbating Black-White and Hispanic-White assessment gaps. This suggests that the “model minority” stereotype can …

Robust Dynamic Space-Time Panel Data Models Using Ε- Contamination: An Application To Crop Yields And Climate Change, Badi H. Baltagi, Georges Bresson, Anoop Chaturvedi, Guy Lacroix

Center for Policy Research

This paper extends the Baltagi et al. (2018, 2021) static and dynamic ε-contamination papers to dynamic space-time models. We investigate the robustness of Bayesian panel data models to possible misspecification of the prior distribution. The proposed robust Bayesian approach de-parts from the standard Bayesian framework in two ways. First, we consider the ε-contamination class of prior distributions for the model parameters as well as for the individual effects. Second, both the base elicited priors and the ε-contamination priors use Zellner (1986)’s g-priors for the variance-covariance matrices. We propose a general “toolbox” for a wide range of specifications which includes the …

Manufactured Homes In Nevada Counties, Joshua Padilla, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet presents data on the share of manufactured homes in each of Nevada’s 17 counties, as reported in the June 2022 The Daily Yonder article, “With Housing Shortage Still Ongoing, Manufactured Homes are Gaining Ground,” by Kristi Eaton. The original report includes data made available by the Housing Assistance Council (HAC) for each county in the United States from 2009 and 2018.

Payday Loans In The Mountain West, 2022, Issac Hernandez-Alcaraz, Vanessa M. Booth, Katie M. Gilbertson, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on payday loans, produced by the Pew Charitable Trusts. We examine payday lending costs, most common loan type, and the average annual percentage rate in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah), and include specific analysis on differences between the states by regulatory category.

Financial Well-Being Of Frontline Healthcare Workers: The Importance Of Employer Benefits, Mathieu Despard, Sophia Fox-Dichter, Haotian Zheng, Grace Anderson, Olivia Borland, Kourtney Gilbert

Social Policy Institute Research

Frontline healthcare workers – especially direct care workers (DCWs), such as home health aides, struggle due to low pay, lack of benefits, and difficult working conditions. The need for these workers is growing. Unless frontline healthcare jobs improve, positions may be difficult to fill, and care for vulnerable members of society may be compromised.

In this study, we surveyed 2,321 frontline healthcare workers and conducted in-depth interviews with 30 of these workers concerning pay, benefits, work conditions, and financial well-being. Key survey findings included:

• Only 39% of workers were eligible for at least four out of five major benefits (e.g., …

Strengthening The Southern Nevada Workforce Pipeline, Katie M. Gilbertson

Policy Briefs and Reports

This report analyzes the Southern Nevada employment ecosystem by utilizing occupational clusters recognized by the U.S. Department of Labor. The first section examines occupations in the tourism industry using three occupational clusters: hospitality and leisure; arts, audio/video technology and communications; and the transportation, distribution, and logistics. Next, this report utilizes the Las Vegas Global Economic Alliance’s 2022 Workforce Blueprint to identify the top 15 in-demand occupations for Southern Nevada and occupational clusters. A case study of the MGM College Opportunity Program (COP) is presented to demonstrate an existing workforce training program that promotes upward mobility of leisure and hospitality employees …

Mountain West States Most Dependent On The Federal Government, 2022, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet synthesizes data from the SmartAsset report, “States Most Dependent on the Federal Government – 2022 Edition.” This fact sheet explores federal government dependency for the following Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah.

Nevada Medical Residencies, 2021-2022, Katie M. Gilbertson, Geneva Martin, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet highlights medical residency data for the 2021 and 2022 graduating classes of the Kirk Kerkorian School of Medicine at the University of Nevada, Las Vegas (UNLV) and the University of Nevada, Reno (UNR) School of Medicine. This fact sheet highlights the number of residency program matches at the Kirk Kerkorian School of Medicine at UNLV and the UNR School of Medicine in 2021 and 2022 and reveals where Nevada medical school students pursue their residencies.

Cities In A Pandemic: Evidence From China, Badi H. Baltagi, Ying Deng, Jing Li, Zhenlin Yang

Center for Policy Research

This paper studies the impact of urban density, city government efficiency, and medical resources on COVID-19 infection and death outcomes in China. We adopt a simultaneous spatial dynamic panel data model to account for (i) the simultaneity of infection and death outcomes, (ii) the spatial pattern of the transmission, (iii) the inter-temporal dynamics of the disease, and (iv) the unobserved city- and time-specific effects. We find that, while population density increases the level of infections, government efficiency significantly mitigates the negative impact of urban density. We also find that the availability of medical resources improves public health outcomes conditional on …

Democratizing The Economy Or Introducing Economic Risk? Gig Work During The Covid-19 Pandemic, Daniel Auguste, Stephen Roll, Mathieu Despard

Social Policy Institute Research

Though the growth of the gig economy has coincided with increased economic precarity in the new economy, we know less about the extent to which gig work (compared with other self-employment arrangements and non-gig work) may fuel economic insecurity among American households. We fill this gap in the literature drawing on a sample of 4,756 workers from a unique national survey capturing economic hardships among non-standard workers like app-and platform-based gig and other self-employed workers during the COVID-19 pandemic. Results from generalized boosted regression modeling, utilizing machine learning to account for potential endogeneity, demonstrated that gig workers experienced significantly greater …

Usage And Impact Of Benefits Among Frontline Healthcare Workers, Mathieu Despard

Social Policy Institute Research

We completed a study about frontline healthcare workers – the benefits they get through work and how they are doing financially. This brief provides highlights from our survey to 2,321 workers and interviews with 30 workers.

The Gender Wage Gap In The Mountain West, Annie Vong, Katie M. Gilbertson, Katie Lim, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on the gender wage gap, or the discrepancy in pay between female and male workers, in Mountain West metros. The Pew Research Center report, “Young Women are Out-Earning Young Men in Several U.S. Cities,” includes data on the gender wage gap for people under the age of 30 in various metropolitan areas across the United States in 2019. The Census Bureau’s 2020 American Community Survey explores male and female occupational earnings by job sector for workers 16 and over.

Combatting Rising Healthcare Costs For Healthier Adults, Alejandra Muñoz-Rivera

Social Policy Institute Research

In 2020, healthcare expenditures averaged $12,530 per person, up 9.7% from 2019. In 2018, 19% of U.S. households had medical debt with $2,000 being the median amount owed. Over half of adults between 18 to 64 years of age are estimated to experience some form of medical financial hardship including medical bills or debt, stress about medical bills, and delaying or forgoing treatment specifically due to cost. In a 2022 survey of 140 Medicaid and Marketplace members by researchers from the Social Policy Institute (SPI) and the Centene Center of Health Transformation, one-third of respondents reported having unpaid medical bills. …

Housing Availability In Nevada, 2017-2022, Annie Vong, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet examines data on housing availability across nine Nevada counties from 2017 to 2022. Eight Nevada counties are not represented in this fact sheet due to a lack of data in the original report. The original report by MarketWatch analyzes housing inventory from 2017 to 2022 and median list prices in 2022 across counties in the United States.

Renewable Energy Legislation In Nevada: 2017 - 2021, Peter Grema, Zachary Walusek, Caitlin J. Saladino, William E. Brown Jr.

Environment

The purpose of this fact sheet is to summarize legislative actions from the biennial 79th, 80th, and 81st Nevada Legislative Sessions (2017, 2019, and 2021) regarding solar energy production and state efforts to reach 50 percent energy production from renewable sources by 2030. By 2050, Nevada has a statutorily mandated obligation to be a net-zero carbon producer in fulfilling energy production needs from large scale utility services.

The Conditional Mode In Parametric Frontier Models, William C. Horrace, Hyunseok Jung, Yi Yang

Center for Policy Research

We survey formulations of the conditional mode estimator for technical inefficiency in parametric stochastic frontier models with normal errors and introduce new formulations for models with Laplace errors. We prove the conditional mode estimator converges pointwise to the true inefficiency value as the noise variance goes to zero. We also prove that the conditional mode estimator in the normal-exponential model achieves near-minimax optimality. Our minimax theorem implies that the worst-case risk occurs when many firms are nearly efficient, and the conditional mode estimator minimizes estimation risk in this case by estimating these small inefficiency firms as efficient. Unlike the conditional …

The True Cost Of Auto Insurance In The Mountain West, 2022, Annie Vong, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr.

Transportation & Infrastructure

This fact sheet examines data on average annual premiums, percent of income spent on auto insurance, and life events associated with the rising cost of auto insurance in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah). The original report includes data on national averages for auto insurance premiums for all fifty states.

Affordable Housing: A National Crisis Fueled By The Coronavirus • A New Jersey Perspective, Latino Action Network Foundation

Center for Urban Policy Research

The Latino Action Network Foundation [LANF], its sister organization the Latino Action Network [LAN] and longtime ally, the Fair Share Housing Center [FSHC], have collaboratively monitored affordable housing issues in New Jersey for more than a decade. As part of its ongoing work, LANF sponsored a housing roundtable on September 10, 2021, to assess the affordable housing situation in the state and offer policy recommendations. At that time, a coalition of advocates, including the three organizations named above, were fresh from a legislative victory that safeguarded tenants unable to pay their rents during the pandemic and gave them a degree …

Student Loan Debt In Mountain West States, Zachary Walusek, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet summarizes findings on student loan debt across Mountain West states from “Student Loan Debt by State,” a report by the Education Data Initiative.