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Full-Text Articles in Social and Behavioral Sciences

Stories From The Border: The Covid-19 Pandemic Through The Lives Of Canada-Us Borderlanders, Andréanne Bissonnette Jul 2024

Stories From The Border: The Covid-19 Pandemic Through The Lives Of Canada-Us Borderlanders, Andréanne Bissonnette

Border Policy Research Institute Publications

The COVID-19 pandemic has led to many changes in our daily lives. Along the Canada- US border, border restrictions had specific impacts on border communities: family separation, disruption of networks of care, lack of access to essential goods, job and revenue losses and others. While the impacts of the pandemic on border communities were covered by both national and local news outlets in Canada and the United States, the share of coverage that focused specifically – or included mentions of border communities – is limited. The aim of this project was to capture, collect and archive the stories from border …


Strengthening U.S. Jail Systems’ Response To Infectious Diseases: An Evaluation Of The Covid-19 Pandemic, Erinn Bacchus Jun 2024

Strengthening U.S. Jail Systems’ Response To Infectious Diseases: An Evaluation Of The Covid-19 Pandemic, Erinn Bacchus

Dissertations and Theses

Jails across the United States were struck with increased infections and deaths during the COVID-19 pandemic. Studies have shown the structural make up of jails, lack of preparedness plans, and overcrowding contributed to health risks and poor health outcomes both inside jails and local communities. Yet little research has been dedicated to strengthening jail responses to infectious disease outbreaks spanning prevention measures, data collection, and reentry planning. Gaps include information on the (1) myriad infectious disease mitigation strategies used in jails and adherence to CDC prevention guidelines, (2) development of a standardized epidemiologic surveillance system, and (3) experiences working at …


States’ Covid-19 Restrictions Were Associated With Increases In Drug Overdose Deaths In 2020, Douglas A. Wolf, Shannon M. Monnat, Jennifer Karas Montez, Emily E. Wiemers, Elyse Grossman May 2024

States’ Covid-19 Restrictions Were Associated With Increases In Drug Overdose Deaths In 2020, Douglas A. Wolf, Shannon M. Monnat, Jennifer Karas Montez, Emily E. Wiemers, Elyse Grossman

Center for Policy Research

Drug overdoses surged in the U.S. during the COVID-19 pandemic. Public health experts raised concerns in the pandemic’s early months about how the pandemic and the policies enacted to stem it might increase overdose risk. This brief summarizes the findings of a paper that used national data to identify how states’ COVID-19 policies affected drug overdose rates among U.S. adults ages 25-64 during the first year of the pandemic. Results show that counties located in states that adopted more aggressive in-person activity restrictions experienced larger increases in 2020 than counties located in states with fewer limitations. State economic support policies …


States’ Covid-19 Restrictions Were Associated With Increases In Drug Overdose Deaths In 2020, Douglas A. Wolf, Shannon M. Monnat, Jennifer Karas Montez, Emily E. Wiemers, Elyse Grossman May 2024

States’ Covid-19 Restrictions Were Associated With Increases In Drug Overdose Deaths In 2020, Douglas A. Wolf, Shannon M. Monnat, Jennifer Karas Montez, Emily E. Wiemers, Elyse Grossman

Population Health Research Brief Series

Drug overdoses surged in the U.S. during the COVID-19 pandemic. Public health experts raised concerns in the pandemic’s early months about how the pandemic and the policies enacted to stem it might increase overdose risk. This brief summarizes the findings of a paper that used national data to identify how states’ COVID-19 policies affected drug overdose rates among U.S. adults ages 25-64 during the first year of the pandemic. Results show that counties located in states that adopted more aggressive in-person activity restrictions experienced larger increases in 2020 than counties located in states with fewer limitations. State economic support policies …


Waiving Snap Interviews During The Covid-19 Pandemic Increased Snap Caseloads, Colleen Heflin, William Fannin, Leonard M. Lopoo, Siobhan O'Keefe Mar 2024

Waiving Snap Interviews During The Covid-19 Pandemic Increased Snap Caseloads, Colleen Heflin, William Fannin, Leonard M. Lopoo, Siobhan O'Keefe

Population Health Research Brief Series

Food insecurity in the United States reached historically high rates during the COVID-19 pandemic, thus substantially increasing demand for the Supplemental Nutrition Assistance Program (SNAP). To facilitate access to SNAP during the pandemic, the federal government granted state SNAP offices the option to waive the interview requirement – an administrative burden associated with the SNAP certification process. This brief summarizes findings from a recent study that used data from SNAP offices across 10 states to examine the impact of SNAP interview waivers on SNAP caseloads from January 5th to April 30th of 2021. Findings reveal that counties that implemented the …


Covid-19 And Labor Shortage In France: Exploring The Contribution Of Tunisian Migrant Workers In Bridging The Labor Shortage, Sana Gasmi Feb 2024

Covid-19 And Labor Shortage In France: Exploring The Contribution Of Tunisian Migrant Workers In Bridging The Labor Shortage, Sana Gasmi

Theses and Dissertations

This thesis employed a qualitative approach, combining both desk research and in-depth interviews with 11 participants: nine Tunisian migrant workers and two Tunisian migrant experts. The thesis examined labor shortage in France during the pandemic and the extent to which Tunisian migrant workers managed to bridge the labor shortage relying on the Segmented Labor market theory which was originally developed by Piore (1979), and the two concepts: System Effects and Systemic Resilience. Findings indicate that the COVID-19 pandemic unveiled several weaknesses in the French labor market system including the acute labor shortage. Faced by labor shortage, France turned to migrant …


Post Covid-19 Recovery In Mountain West Metros, Zachary Walusek, Vanessa Booth, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Feb 2024

Post Covid-19 Recovery In Mountain West Metros, Zachary Walusek, Vanessa Booth, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on the economic effects of the COVID-19 pandemic and recession on Mountain West metros. The original report includes data on economic activity, labor market, and real estate trends.


Waiving Snap Interviews During The Covid-19 Pandemic Increased Snap Caseloads, Colleen Heflin, William Clay Fannin, Leonard M. Lopoo, Siobhan O'Keefe Jan 2024

Waiving Snap Interviews During The Covid-19 Pandemic Increased Snap Caseloads, Colleen Heflin, William Clay Fannin, Leonard M. Lopoo, Siobhan O'Keefe

Center for Policy Research

Food insecurity in the United States reached historically high rates during the COVID-19 pandemic, thus substantially increasing demand for the Supplemental Nutrition Assistance Program (SNAP). To facilitate access to SNAP during the pandemic, the federal government granted state SNAP offices the option to waive the interview requirement – an administrative burden associated with the SNAP certification process. This brief summarizes findings from a recent study that used data from SNAP offices across 10 states to examine the impact of SNAP interview waivers on SNAP caseloads from January 5th to April 30th of 2021. Findings reveal that counties that implemented the …


Public Service Motivation And Job Satisfaction Amid Covid-19: Exploring The Effects Of Work Environment Changes, Seulki Lee, Chongmin Na Nov 2023

Public Service Motivation And Job Satisfaction Amid Covid-19: Exploring The Effects Of Work Environment Changes, Seulki Lee, Chongmin Na

Research Collection School of Social Sciences

The COVID-19 pandemic has brought critical changes to job demands and resources, which in turn affect employee motivation and outcomes. This study explores how COVID-19–induced work intensity and COVID-19–related organizational support influence public service motivation (PSM) and job satisfaction. Using survey data from a nationally representative sample of 1,430 South Korean central government employees collected during the pandemic (May–June 2020), we find that COVID-19–induced work intensity is positively associated with PSM, which in turn has a positive association with job satisfaction. We also find that COVID-19–related organizational support has both direct and indirect associations with job satisfaction through PSM. These …


Child Care Costs In The Mountain West, 2021, Mohit Pande, Vanessa Booth, Caitlin J. Saladino, William E. Brown Jr. Aug 2023

Child Care Costs In The Mountain West, 2021, Mohit Pande, Vanessa Booth, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on child care costs in five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah, from the Child Care Aware of America’s (CCAoA) report “Price of Care: 2021 Child Care Affordability.” The original report includes data on the cost of child care and the percent of yearly income allocated to child care for married and single parents. The report analyzes single family respondents and the impact of child care on work schedules. The report also provides information on the state of the child care workforce, including annual incomes of child care workers and the …


Covid-19 Mortality Rates Were Higher In States That Limited Governments From Enacting Public Health Emergency Orders, Xue Zhang, Mildred E. Warner, Gen Meredith Aug 2023

Covid-19 Mortality Rates Were Higher In States That Limited Governments From Enacting Public Health Emergency Orders, Xue Zhang, Mildred E. Warner, Gen Meredith

Population Health Research Brief Series

State and local governments enacted various public health emergency policies during the COVID-19 pandemic, resulting in lower infection and death rates than would have occurred without these policies. However, some states limited the emergency public health authority of state executives, state governors, and other state and local officials during the pandemic. This brief summarizes the results of a study that used data from the Center for Public Health Law Research and Oxford COVID-19 Government Response Tracker to explore which states passed laws that limited emergency public health authority during the COVID-19 pandemic and the effects of those limits on COVID-19 …


Emotional Distress During Covid-19 By Mental Health Conditions And Economic Vulnerability: Retrospective Analysis Of Survey-Linked Twitter Data With A Semisupervised Machine Learning Algorithm, Michiko Ueda-Ballmer, Kohei Watanabe, Hajime Sueki Aug 2023

Emotional Distress During Covid-19 By Mental Health Conditions And Economic Vulnerability: Retrospective Analysis Of Survey-Linked Twitter Data With A Semisupervised Machine Learning Algorithm, Michiko Ueda-Ballmer, Kohei Watanabe, Hajime Sueki

Center for Policy Design and Governance

The brief provides a summary of "Emotional Distress During COVID-19 by Mental Health Conditions and Economic Vulnerability: Retrospective Analysis of Survey-Linked Twitter Data With a Semisupervised Machine Learning Algorithm," co-authored by Michiko Ueda-Ballmer, Kohei Watanabe, and Hajime Sueki and published in the Journal of Medical Internet Research.


Covid-19 Mortality Rates Were Higher In States That Limited Governments From Enacting Public Health Emergency Orders, Xue Zhang, Mildred Warner, Gen Meredith Aug 2023

Covid-19 Mortality Rates Were Higher In States That Limited Governments From Enacting Public Health Emergency Orders, Xue Zhang, Mildred Warner, Gen Meredith

Center for Policy Research

State and local governments enacted various public health emergency policies during the COVID-19 pandemic that resulted in lower infection and death rates than would have occurred without these policies. However, some states limited emergency public health authority of state executives, state governors, and state and local officials during the pandemic. This brief summarizes the results of a study that used data from the Center for Public Health Law Research and Oxford COVID-19 Government Response Tracker to explore which states passed laws that limited emergency public health authority during the COVID-19 pandemic and the effects of those limitations on COVID-19 death …


Toward An Equity-Driven Conceptual Model Of Covid-19 Vaccine Decision-Making For People With Idd, Lydia Ocasio-Stoutenburg, Reese Triana, Shelly Baer, Jairo Arana, Ana C. Sale, Douglene Jackson, Michelle Schladant, Nastasia Boulos, Grace Dima, Jeffrey Brosco Jul 2023

Toward An Equity-Driven Conceptual Model Of Covid-19 Vaccine Decision-Making For People With Idd, Lydia Ocasio-Stoutenburg, Reese Triana, Shelly Baer, Jairo Arana, Ana C. Sale, Douglene Jackson, Michelle Schladant, Nastasia Boulos, Grace Dima, Jeffrey Brosco

Developmental Disabilities Network Journal

COVID-19 presented a public health emergency in the U.S., resulting in severe illness, hospitalizations, high mortality rates, and long-term adverse health care conditions. Several studies examined the disparities in transmission rates, barriers to care, and negative health outcomes for persons with disabilities, particularly people with intellectual and developmental disabilities (I/DD). While data revealed similar trends among Black, Hispanic or Latino/a/x/e, Native, Indigenous, and Asian people, outcomes are compounded for people of color with I/DD. Several historical, pervasive, systemic, structural, and attitudinal barriers have constrained healthcare access and adequate treatment, instigating feelings of distrust among those in systems of care. Although …


Examining The Effects Of Student Loan Forgiveness And The Christian Perspective, Sarah Rogers May 2023

Examining The Effects Of Student Loan Forgiveness And The Christian Perspective, Sarah Rogers

Helm's School of Government Conference - 2021-2024

On August 24, 2022, President Joe Biden announced his plan for federal student loan forgiveness. The program allows individuals who make less than $125,000 a year and families under $250,000 relieve up to $10,000 of their loan debt. Those who fall under the Pell Grant program are able to relieve up to $20,000 of their debt. The reactions to this “revolutionary” program were mixed. Typically, those who the program would directly affect were very enthusiastic about this idea while those, most notably Republicans, were less than thrilled. While the idea is good in theory, the execution of debt forgiveness will …


E-Quality: An Analysis Of Digital Equity Discourse And Co-Production In The Era Of Covid-19, Kelsey E. Edmond May 2023

E-Quality: An Analysis Of Digital Equity Discourse And Co-Production In The Era Of Covid-19, Kelsey E. Edmond

Graduate Doctoral Dissertations

The digital divide refers to the social stratification due to an unequal ability to access, adapt, and create knowledge via information and communication technologies (Andreasson, 2015). Digitally disadvantaged individuals have inadequate access to services and resources, exacerbating existing vulnerabilities. The COVID-19 pandemic instigated a new model of digital equity policymaking that leverages co-production between numerous actors. As citizens faced new financial and community constraints and governments reached administrative capacities, both the digital divide and the policymaking process evolved.

This inductive study explores how digital equity policymaking shifted to a co-production model (Ostrom, 1996) amid the pandemic. Using a sequential mixed-methods …


The Development Of Health System Resiliency: How Kenya's Experience With Malaria Impacted Its Reaction To The Covid-19 Pandemic, Zoe A. Ward May 2023

The Development Of Health System Resiliency: How Kenya's Experience With Malaria Impacted Its Reaction To The Covid-19 Pandemic, Zoe A. Ward

Baker Scholar Projects

Public health scholars have recently focused on health system resiliency to explain how previous experiences dealing with public health crises impact the healthcare sector, public behavior, and policy response to novel crises. However, it is unclear how resiliency develops. This study contributes by testing whether a health system’s experience with a health emergency and significant interventions impacts the response to a novel crisis. This research asks, “How has Kenya’s experience with malaria impacted its response to COVID-19?” Using the United States Agency for International Development (USAID) Malaria Indicator Survey (MIS), I develop a malaria adherence score to measure county-level compliance …


Food Resilience Toolkit, Neishaly Serrano-Cortés, Claire Whitehouse, David Conner, Robinson Rodríguez-Pérez Phd, Naomi M. Cunningham, Travis Reynolds Ph.D., Kerry Daigle, Valery Desravins, Jane Kolodinsky Feb 2023

Food Resilience Toolkit, Neishaly Serrano-Cortés, Claire Whitehouse, David Conner, Robinson Rodríguez-Pérez Phd, Naomi M. Cunningham, Travis Reynolds Ph.D., Kerry Daigle, Valery Desravins, Jane Kolodinsky

College of Agriculture and Life Sciences Faculty Publications

This toolkit is intended to help community leaders and technical support professionals assess and build food system resilience in their regions. The toolkit is available in English and Spanish and in written and video format. In the introduction, we explore the concept of resilience and the Community Capitals framework and suggest possible indicators of food system resilience. In Chapter 2, we outline four tools for assessing community advantages and challenges and developing plans to address them. These tools are: asset mapping, focus groups, nominal groups, and strategic planning. While many research techniques can be deployed for resilience building, we have …


Amplifying Local Leadership: A Twitter Analysis Of Indonesian Responses To The Covid-19 Pandemic, Bevaola Kusumasari, Fadhli Zul Fauzi, Anang Dwi Santoso Jan 2023

Amplifying Local Leadership: A Twitter Analysis Of Indonesian Responses To The Covid-19 Pandemic, Bevaola Kusumasari, Fadhli Zul Fauzi, Anang Dwi Santoso

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

Social media has altered emergency communication between local governments and citizens. Studies on social media and natural disasters are expanding. Few studies have explored the crisis of social media use among local government officials. This study investigated how Indonesian leaders use social media. It used data scraping techniques with the Twitter API and the http://tweepy.readthedocs.io/en/v3.5.0/api.html#tweepy-api-twitter-api-wrapper library to collect tweets from each governor's account in Bahasa, Indonesia, between January 1, 2020, and December 31, 2020. The collected data were stored in a MySQL database to facilitate manual analysis and converted to text format. The data were manually labeled using a three-step …


Elder Abuse In Canada: Dimensions And Policy Responses, Taylor Marekovic Jan 2023

Elder Abuse In Canada: Dimensions And Policy Responses, Taylor Marekovic

Major Papers

Elder abuse and neglect continues to be a gray area when it comes to convicting perpetrators such as family, friends, strangers, and caregivers who commit any form of physical, psychological, financial, neglect, or sexual abuse towards an elder. This is due to the legal definition being vague and non-transparent. The legal and health systems rely on two different definitions of what is deemed to be elder abuse and neglect in Canada when reviewing or assessing allegations of such abuse. Elder abuse and neglect increased throughout the COVID-19 pandemic, during which Ontario and the rest of Canada experienced staffing shortages in …


Structural Empowerment Of Nurse Leaders In New York State During The Covid-19 Pandemic, Tracey Braithwaite Jan 2023

Structural Empowerment Of Nurse Leaders In New York State During The Covid-19 Pandemic, Tracey Braithwaite

Walden Dissertations and Doctoral Studies

The current phenomenological study explored the lived experience of Acting Chief Nursing Officers, Chief Nursing Officers, Chief Nursing Executives (henceforth CNOs) at hospitals in New York State who were charged with responding to executive orders while maintaining quality of patient care despite staffing constraints, inadequate supplies, or lack of additional support for the duties associated with their role. Their experience of structural empowerment in relation to the COVID-19 pandemic was also studied. The theoretical framework was Kanter’s theory of structural empowerment that addressed organizational behavior in the context of employee empowerment. The research question addressed how the CNOs perceived their …


Three Essays On Consumption Taxation In Indonesia, Partomuan Transparenter Juniult Jan 2023

Three Essays On Consumption Taxation In Indonesia, Partomuan Transparenter Juniult

Theses and Dissertations--Public Policy and Administration

Consumption taxes play a major role in revenue generation for many developing countries. They are also used to encourage or discourage certain consumption behaviors. However, the administrative aspects of implementing these taxes can create challenges for the tax authorities, and lead to distortions in taxpayer behavior. To overcome these challenges, efforts have been made to simplify policies and utilize technology to improve administration and compliance. My dissertation aims to provide empirical evidence on the effects of three consumption or commodity tax policy reforms in Indonesia. The dissertation consists of three essays as follows.

In my first essay, titled “The effect …


Surveillance Normalization, Christian Sundquist Jan 2023

Surveillance Normalization, Christian Sundquist

Articles

Since the start of the COVID-19 pandemic, the government has expanded public surveillance measures in an attempt to combat the spread of the virus. As the pandemic wears on, racialized communities and other marginalized groups are disproportionately affected by this increased level of surveillance. This article argues that increases in public surveillance as a result of the COVID-19 pandemic give rise to the normalization of surveillance in day-to-day life, with serious consequences for racialized communities and other marginalized groups. This article explores the legal and regulatory effects of surveillance normalization, as well as how to protect civil rights and liberties …


The Financialization Of Recession Response, Aaron Klein Dec 2022

The Financialization Of Recession Response, Aaron Klein

Journal of Financial Crises

This paper analyzes economic policy responses to the COVID-19-induced recession, focusing on the American policy response. Despite widespread political distrust between the two parties sharing control of the government and the timing of the upcoming presidential election, America’s political system was able to enact a massive policy response that reduced the severity of the recession. This political response happened faster than any automatic policy response would have, based on the delays in data reporting. The economic policies enacted continued America’s trend toward financialization of fiscal policy. The Federal Reserve and America’s private banking and financial systems were heavily relied upon …


Examining The Impact Of The Covid-19 Pandemic On Violent Crime In The City Of Pittsburgh, Brittany Urban Dec 2022

Examining The Impact Of The Covid-19 Pandemic On Violent Crime In The City Of Pittsburgh, Brittany Urban

Electronic Theses and Dissertations

The goal of this research is to examine patterns of Part I crimes [including Part I Person/Violent: Homicide, Rape, Aggravated Assault, and Robbery, and Part I Property: Burglary, Larceny-Theft, Motor Vehicle Theft, and Arson, as defined by the Federal Bureau of Investigation (FBI) Uniform Crime Reporting (UCR) Standards] in The City of Pittsburgh, framing the COVID-19 pandemic as a major stressor that Robert Agnew’s General Strain Theory suggests may lead to increased opportunity for crime, due to the perceived unjustness of the associated lockdown orders and potential incentive for criminal coping (Agnew 1992). This descriptive analysis is based primarily upon …


The Relationship Between Residential Land-Use Regulations And Regional Air Pollutants, Caren Royce Yap Dec 2022

The Relationship Between Residential Land-Use Regulations And Regional Air Pollutants, Caren Royce Yap

Student Research

As cities continue to grow at exponential rates, land use regulations, specifically density restrictions, have been implemented to mitigate economic effects, from increasing housing prices to difficult public transportation construction. These regulations range in type, taking into account factors regarding the most effective urban form for cities and recently the presence of COVID-19. Land use effects on housing prices are also adjacent to tackle the climate crisis. Two of the most common air pollutants, PM 2.5 and Ozone, are run in a comparative analysis to areas with varying measures of density restrictions to detect a possible association using multiple regression …


Self-Reported Covid-19 Diagnosis And Severity And Its Association With Utilization Of And Delays In Needed Medical Care, Mohammad Hesam Alavi Dec 2022

Self-Reported Covid-19 Diagnosis And Severity And Its Association With Utilization Of And Delays In Needed Medical Care, Mohammad Hesam Alavi

UNLV Theses, Dissertations, Professional Papers, and Capstones

Covid-19, caused by the virus SARS-CoV-2, was declared a pandemic by the World Health Organization (WHO) on March 11, 2020. The pandemic-related disruptions and the pursuant lockdowns have adversely impacted every aspect of people’s lives including access to medical care, cancer care, preventive medicine, mental health, and dental care in an already imperfect healthcare system in the US. This study utilized the 2020 self-reported data from quarters 3 and 4 of the National Health Interview Survey, a cross-sectional interview survey by the Centers for Disease Control and Prevention, to determine the possible association of self-reported COVID diagnosis, test positivity, and …


Understanding Costa Rica's Response To The Covid-19 Pandemic: Competing Explanations, Lise Charles Oct 2022

Understanding Costa Rica's Response To The Covid-19 Pandemic: Competing Explanations, Lise Charles

The Journal of International Relations, Peace Studies, and Development

As the COVID-19 pandemic continues to have major impacts on the world, careful study of successful health systems is essential. Costa Rica has been identified as a country that has responded well to the pandemic with the proportion of death rates compared to infection rates being the lowest in comparison to other countries in Central America. This paper examines Costa Rica’s relatively successful response to the COVID-19 pandemic as a case study in good public healthcare management. This study also highlights the importance of theory for addressing urgent, practical development challenges to explore what theoretical frameworks can best explain the …


Cities In A Pandemic: Evidence From China, Badi H. Baltagi, Ying Deng, Jing Li, Zhenlin Yang Oct 2022

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 Sep 2022

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 …