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Full-Text Articles in Economic Policy

Three Essays On Tax Compliance In Indonesia, Himawan Saputro Jan 2021

Three Essays On Tax Compliance In Indonesia, Himawan Saputro

Theses and Dissertations--Public Policy and Administration

This dissertation studies the impacts of major tax reforms designed to improve tax compliance, particularly in the context of developing countries with limited enforcement capacity due to informality and lack of third-party data using the Indonesian tax administrative data as well as relevant empirical research methods. In order to describe this dissertation, I discuss each essay as the following.

The first essay is titled "How Do Small Taxpayers Respond to Tax Simplification? Evidence from the Indonesian Turnover Tax Reform." This essay studies the firms' behavioral responses to tax simplification in Indonesia by exploiting the implementation of turnover tax in 2013 …


Media Discourses On The Economy In Ireland: Framing The Policy Possibilities, Brendan K. O'Rourke Jan 2021

Media Discourses On The Economy In Ireland: Framing The Policy Possibilities, Brendan K. O'Rourke

Books/Book Chapters

Ireland suffered a lot economically in the Great Recession, yet its policies continued on a neoliberal trajectory, making Irish neoliberalism less a non-dead Zombie and more like a reinvigorated Frankenstein’s monster, with ordoliberal transplants from Germany grafted into an Anglo-American neoliberal composite body. Yet along with these continuities come much change. There was political change in party strengths and personnel. There was change in the Irish state’s capacity for policy analysis (MacCarthaigh, 2017) an increase in the number of Ireland’s policy analysts and their specialisms, and an increased stress on evidence-based policy-making. How can we explain both these continuities and …


Made In China: Decline Of Unions And Stagnant Wages In The U.S., Witt Harberts Jan 2021

Made In China: Decline Of Unions And Stagnant Wages In The U.S., Witt Harberts

Honors Program Theses

All of this research is connected by a dedication to better understand or solve the wealth and income inequality that has been prevalent in every country. I intend to add to this research by examining the relationship between unions and wages, which plays into the bigger conversation about wealth and income inequality. To summarize, the questions are, is there a correlation between the decline in union membership and the stagnation of wages? If so, has it played a role in the rise in income and wealth inequality in the U.S.?


Are Us Government Foreign Aid Flows And Fdi Flows Intertemporally Related? An Investigation Of Twenty-Three Countries In Sub-Saharan Africa, Ravi Kumar Datt Panchagnula Jan 2021

Are Us Government Foreign Aid Flows And Fdi Flows Intertemporally Related? An Investigation Of Twenty-Three Countries In Sub-Saharan Africa, Ravi Kumar Datt Panchagnula

Electronic Theses and Dissertations

In this thesis, I test my central hypothesis that United States government foreign aid flows and FDI flows from anywhere in the world to Sub-Saharan Africa are intertemporally related; thus, I test to what extent FDI flows follow—and, thus, are caused by—aid flows or to what extent aid flows follow—and, thus, are caused by—FDI flows. My panel dataset includes twenty-three Sub-Saharan countries and spans 1991 to 2018. Based on the results of pooled-OLS and panel fixed-effects regressions, and panel Granger causality tests, I show that aid and FDI are intertemporally related. Additionally, Granger-causality is bidirectional: FDI Granger-causes United States government …


Integrating Diverse Perspectives For Managing Neighborhood Trees And Urban Ecosystem Services In Portland, Or (Us), Lorena Nascimento, Vivek Shandas Jan 2021

Integrating Diverse Perspectives For Managing Neighborhood Trees And Urban Ecosystem Services In Portland, Or (Us), Lorena Nascimento, Vivek Shandas

Urban Studies and Planning Faculty Publications and Presentations

Municipalities worldwide are increasingly recognizing the importance of urban green spaces to mitigate climate change’s extreme effects and improve residents’ quality of life. Even with extensive earlier research examining the distribution of tree canopy in cities, we know little about human perceptions of urban forestry and related ecosystem services. This study aims to fill this gap by examining the variations in socioeconomic indicators and public perceptions by asking how neighborhood trees and socioeconomic indicators mediate public perceptions of ecosystem services availability. Using Portland, Oregon (USA) as our case study, we assessed socioeconomic indicators, land cover data, and survey responses about …


Establishing An Institutional Framework For The Handicrafts Clusters In Egypt/ إنشاء إطار مؤسسي لتجمعات الحرف اليدوية في مصر, Dina Elkhishin, Mariam Walid, Nada Kassem, Noheir Khairy Jan 2021

Establishing An Institutional Framework For The Handicrafts Clusters In Egypt/ إنشاء إطار مؤسسي لتجمعات الحرف اليدوية في مصر, Dina Elkhishin, Mariam Walid, Nada Kassem, Noheir Khairy

Papers, Posters, and Presentations

The Egyptian handicrafts sector, which employs more than a million Egyptians, and contributes to local economic growth and to the export market, has a lot of potentials but faces numerous challenges. Aware of the potential of the sector, the Egyptian government is currently focusing on the development of handicrafts, mostly organized as clusters. Nevertheless, artisans face numerous challenges, some of which are related to access to financial resources and raw materials, access to markets especially international ones, access to marketing opportunities, access to technical know-how, among others. Whilst handicrafts production is mostly cluster-based in Egypt, it is highly informal. One …


Dynamic And Non-Neutral Productivity Effects Of Foreign Ownership: A Nonparametric Approach, Yoonseok Lee, Mary Lovely, Hoang Pham Jan 2021

Dynamic And Non-Neutral Productivity Effects Of Foreign Ownership: A Nonparametric Approach, Yoonseok Lee, Mary Lovely, Hoang Pham

Center for Policy Research

This paper studies two novel productivity characteristics of foreign acquisition on high-tech manufacturing firms: the dynamic and the non-Hicks-neutral effects. A dynamic productivity effect of foreign ownership arises when adoption of foreign technology and management practices takes time to fully realize. Furthermore, these dynamic adjustments may be capital or labor augmenting as adoption of advanced production technologies tends to have non-neutral productivity implications in developed countries. We propose and implement an econometric framework to estimate both effects using firm-level data from China's manufacturing sector. Our framework extends the nonparametric productivity framework developed by Gandhi, Navarro and Rivers (2020), in which …


Nudging Parents To Improve Children's Oral Health: A Field Study, Deborah Marciano, Ariel Tikotsky, Merav Kynam Orenstein, Hadas Goldberg, Yuval Vered Jan 2021

Nudging Parents To Improve Children's Oral Health: A Field Study, Deborah Marciano, Ariel Tikotsky, Merav Kynam Orenstein, Hadas Goldberg, Yuval Vered

Social Policy Institute Research

This brief presents the results from a field experiment that tested strategies for improving parental participation in an oral health promotion workshop.

In this study, daycare centers, in which a team of dental hygienists provided oral health workshops for parents, were randomly assigned to one of six experimental conditions.

Specifically, daycare centers were randomly assigned to introduce the Teeth Brushing Board (TBB)—i.e., an interactive poster board to report whether parents brushed their child’s teeth the previous day—into daycare classrooms in the two weeks before the oral health workshop. Further, parents were randomly assigned to receive invitation letters to the workshop …


Increasing Successful Completion Of Practical Engineering Diploma Programs, Naomi Gershoni Jan 2021

Increasing Successful Completion Of Practical Engineering Diploma Programs, Naomi Gershoni

Social Policy Institute Research

This brief summarizes the results from an experiment that focused on increasing the percentage of college students who submitted and successfully defended their final projects and thus were eligible to earn a professional degree from a technical college.

The experiment focused on three study fields: architecture, electrical engineering, and software engineering.

In the study, a random group of college departments introduced pre-specified deadlines for the final project submission and defense, as well as sent students personalized text messages that provided reminders, encouragements, and additional information on the benefits of completing program requirements in a timely manner.

Study findings show that …


[Withdrawn], Social Policy Institute, Washington University In St. Louis Jan 2021

[Withdrawn], Social Policy Institute, Washington University In St. Louis

Social Policy Institute Research

This paper was withdrawn per the request of the authors, May 23, 2024.

Research article available at Jabbari, J., Jackson, J., Roll, S., & Grinstein-Weiss, M. (2024). Pinching Pennies or Money to Burn? The Role of Grit in Financial Behaviors. Social Psychology, 55(2). https://econtent.hogrefe.com/doi/abs/10.1027/1864-9335/a000545?journalCode=zsp


From The Legal Literature: Covid And The Criminal Law, Francesca Laguardia Jan 2021

From The Legal Literature: Covid And The Criminal Law, Francesca Laguardia

Department of Justice Studies Faculty Scholarship and Creative Works

No abstract provided.


A Refined Experimentalist Governance Approach To Incremental Policy Change: The Case Of Process-Tracing China’S Central Government Infrastructure Ppp Policies Between 1988 And 2017, Huanming Wang, Bin Chen, Joop Koppenjan Jan 2021

A Refined Experimentalist Governance Approach To Incremental Policy Change: The Case Of Process-Tracing China’S Central Government Infrastructure Ppp Policies Between 1988 And 2017, Huanming Wang, Bin Chen, Joop Koppenjan

Publications and Research

This article was originally published in Journal of Chinese Governance, available at https://doi.org/10.1080/23812346.2021.1898151

This work is distributed under a Creative Commons Attribution-NonCommercial-NoDerivs International License (CC BY-NC-ND 4.0).


Local Fiscal Adjustments From Depopulation: Evidence From The Post–Cold War Defense Contraction, Timothy M. Komarek, Gary A. Wagner Jan 2021

Local Fiscal Adjustments From Depopulation: Evidence From The Post–Cold War Defense Contraction, Timothy M. Komarek, Gary A. Wagner

Economics Faculty Publications

In this paper, we estimate the long-term causal effect of population losses on local government revenue, expenditure, and debt by exploiting a quasi-exogenous change that reduced the number of US military personnel by about 40 percent between the late 1980s and 2000. Aggregating across governmental units within commuting zones, we find that real per capita total revenues and expenditures remained unchanged for remaining citizens. At the same time, however, we note several important compositional effects. First, local governments appear to have offset reductions in state intergovernmental aid by increasing property tax revenues. Second, they significantly shifted the composition of expenditures …


Black Maoism, But Make It Fashion: How The Black Panther Party Utilized Mao Zedong’S Marxist Interpretations In Conjunction With Fashion To Redefine Us Militarism, Chiugo Akujuobi Jan 2021

Black Maoism, But Make It Fashion: How The Black Panther Party Utilized Mao Zedong’S Marxist Interpretations In Conjunction With Fashion To Redefine Us Militarism, Chiugo Akujuobi

Scripps Senior Theses

This thesis explores the intersections present between the multifaceted, sociopolitical institutions of Marxism and communism with a highlight on their seedling Maoism; the revolutionary organization that is the Black Panther Party; and the art of fashion and processes that create modes of dress, that emblazon dress with identity, meaning, and purpose. The lenses with which these complex topics will showcase themselves and intersect are through militarism and militarization. These lenses and topics of intersection work in tandem to produce an examination of the Black Panther Party’s subversion and redefinition of the practices of militarism and militarization. Specifically, the main point …


Impacts Of Forest Tax Programs On Property Tax Rates In Michigan's Upper Peninsula And Northern Wisconsin, Elsa Schwartz Jan 2021

Impacts Of Forest Tax Programs On Property Tax Rates In Michigan's Upper Peninsula And Northern Wisconsin, Elsa Schwartz

Dissertations, Master's Theses and Master's Reports

Forest tax programs offer reduced property taxes to private forest owners as incentive to sustainably manage their forests and to encourage the provision of ecosystem services. They also protect forests from conversion to other land uses and ensure the viable supply of timber for forest products industries. Despite the benefits that these programs provide, they can negatively impact local municipalities by reducing the property tax base, which can then cause local governments to increase tax rates for non-preferential properties in order to maintain revenue needed to run their services. This shifts the tax burden from participating properties to nonparticipating properties. …


Comparative Analysis Of Racist Implications Of The Welfare State In The U.S. Vs. U.K. Through Child Benefits, Furaha Njoroge Jan 2021

Comparative Analysis Of Racist Implications Of The Welfare State In The U.S. Vs. U.K. Through Child Benefits, Furaha Njoroge

CMC Senior Theses

This thesis explores America’s narratives surrounding safety net, varying history of child benefits and welfare between the U.S and U.K., newfound research regarding England’s programs, implicit bias, and interviews and scholarly reports of relevant experts. By comparing the welfare states of both the U.S and the U.K, it is proven how racism is both deeply rooted in how citizens of both countries perceive safety nets, and has thus led to the exclusion of racial minorities in both welfare systems. Specifically, looking at child benefits, we can determine these negative impacts and policies erected which further oppress Black Americans, the Black …


Education Inequality In The United States: A Wicked Problem With A Wicked Solution, Lincoln Bernard Jan 2021

Education Inequality In The United States: A Wicked Problem With A Wicked Solution, Lincoln Bernard

CMC Senior Theses

A problem wicked in its complexity and detriment; the United States has failed most of its students in its inability to address the unashamedly rampant inequality throughout its public education system. The inequality in American public schools appears evident and boundless, but the causes of that inequality, and especially its solutions, are not as obvious. It is easy to explain away the system’s failures as a product of the United States’ ultra-varied environment, but further investigation reveals much of the systems problems are self-caused, resulting from the United States’ uniquely local approach to supporting its schools. A misguided fear of …


China-Africa Relations: The Northern Nigerian Textile Industry, Afolabi Toye Jan 2021

China-Africa Relations: The Northern Nigerian Textile Industry, Afolabi Toye

International Studies (MA) Theses

This project takes a critical look into China’s policy in Africa. The work assesses the significance and challenges of China-Africa cooperation focusing on Nigeria. The paper argued that analyzing the nexus between Beijing and Africa should not center on China’s investments and financial aid. Instead, it should reflect on the competitive hedge China enjoys through these investments in terms of direct access to each market sector of the African economy, and it impacts on local businesses. The study examines the impacts of China’s approach on the textile industry in Kano and Kaduna states in northern Nigeria, to provide an insight …


Latinx Population Hit Hard In The Covid-19 Recession: Mounting Hardships And One Big Idea For An Inclusive Recovery, Trevor Mattos, Bansari Kamdar, Phillip Granberry, Fabián Torres-Ardila Jan 2021

Latinx Population Hit Hard In The Covid-19 Recession: Mounting Hardships And One Big Idea For An Inclusive Recovery, Trevor Mattos, Bansari Kamdar, Phillip Granberry, Fabián Torres-Ardila

Gastón Institute Publications

Back before the COVID-19 crisis hit and the economy was relatively strong in the aggregate, Massachusetts’ Latinx population—a diverse and growing community that makes valuable economic and cultural contributions—had the lowest incomes and lowest homeownership rate among racial/ethnic groups in Massachusetts. Latinx working-age adults tended to have lower levels of educational attainment and were more likely to have limited English language proficiency. These, in part, contributed to higher levels of unemployment and food insecurity before the pandemic. Then the COVID crisis hit in March of 2020, serving to compound many of these pre-existing challenges, as Latinx workers were more likely …


The Effects Of Racial Capitalism On Poor White Laborers, Amy Whittaker Jan 2021

The Effects Of Racial Capitalism On Poor White Laborers, Amy Whittaker

Liberal Studies (MA) Final Essays

While always remembering that racial capitalism’s very nature ensures that non-white Americans suffer incomparable racial oppression, this paper will endeavor to expose the devastation caused to American society as a whole by explaining the ways in which racial capitalism destroyed poor white labors ability to participate fully in the economic system and strangled its chances of living the American dream. It is my hope that by discussing the missing piece of the poor white laborers’ experience under racial capitalism will unite poor white laborers and poor black laborers to work together to end racial capitalism, policing, and the carceral system. …


Becoming Citizens: Policy Feedback And The Transformation Of The Thai Rice Farmer, Jacob Ricks, Thanapan Laiprakobsub Jan 2021

Becoming Citizens: Policy Feedback And The Transformation Of The Thai Rice Farmer, Jacob Ricks, Thanapan Laiprakobsub

Research Collection School of Social Sciences

Over the past twenty years, Thailand’s rice farmers have become one of the country’s most important and active political constituencies, a sharp contrast from the previous decades wherein they were treated with neglect or even derision by the Thai political elite. These “political peasants” now actively advocate for and successfully receive extensive subsidies from both authoritarian and democratic governments. What has driven this change? In this essay, we draw on theories of the policy feedback loop wherein policies yield both material and cognitive benefits, which change the political behavior of populations. We argue that the Thaksin Shinawatra government’s (2001-2006) paddy …


Human Centeredness: The Foundation For Leadership-As-Practice In Complex Local/Regional Food Networks, Maryann Martinez Jan 2021

Human Centeredness: The Foundation For Leadership-As-Practice In Complex Local/Regional Food Networks, Maryann Martinez

Antioch University Dissertations & Theses

Our local and regional food systems are predominately modeled on a failed capitalist market-based economy. In the absence of corporate accountability, and/or support on the federal policy level, local and regional leadership and self-organized networks are critical to the scaling across and evolution of a moral and equitable food system. Networked food systems leaders are developing the capacity to solve wicked problems, and spark change. Understanding the values and practices of local food systems leadership that initiate, influence, and support activities is essential to understanding how to foster conditions for local and regional food network growth. My dissertation research is …


Evaluasi Implementasi Jaminan Persalinan (Jampersal) Di Indonesia, Mazda Novi Mukhlisa, Rosa Estetika Dec 2020

Evaluasi Implementasi Jaminan Persalinan (Jampersal) Di Indonesia, Mazda Novi Mukhlisa, Rosa Estetika

Jurnal Ekonomi Kesehatan Indonesia

Jampersal as a transfer fund from central to district government is provided to support maternal and child health services aiming to increase access to health services for pregnant women, childbirth and postpartum mothers, also newborns to competent health facilities. This analysis aimed to evaluate the use of Jampersal in increasing institutional delivery using quantitative and qualitative approaches. For the quantitative approach, this analysis used Riskesdas 2018 and routine data from the Ministry of Health. The data was analyzed using benefit incidence analysis (BIA) and linear regression. The quantitative approach was conducted at two levels, the individual level (80,459 pregnant women) …


Peran Organisasi Civil Society Dan Belanja Program Penanggulangan Tb (Tuberkulosis) Di Indonesia: Studi Kasus Pw (Persatuan Wilayah) Aisyiyah Aceh, Hanifah Hasnur, Dharina Baharuddin, Asnawi Abdullah Dec 2020

Peran Organisasi Civil Society Dan Belanja Program Penanggulangan Tb (Tuberkulosis) Di Indonesia: Studi Kasus Pw (Persatuan Wilayah) Aisyiyah Aceh, Hanifah Hasnur, Dharina Baharuddin, Asnawi Abdullah

Jurnal Ekonomi Kesehatan Indonesia

The number of TB cases in Aceh has reached 8471 cases in 2018; 240 (2.8%) cases occurred among children. The real cases in the community were estimated higher than this figure. The success of TB control was influenced by many factors, including the roles of civil society organizations. This research was conducted to analyze the roles of civil society organizations in controlling TB cases in the community. A case study was conducted at PW Aisyiyah Aceh using an economic evaluation methodology for tracking expenditures for TB program activities (2011-2013) compared to the targets. The study showed that PW Aisyiyah has …


Determinan Sosial Ekonomi Terhadap Berat Badan Lebih Dan Obesitas Di Indonesia: Analisis Data Ifls 2014, Fajar Nugraha, Riki Relaksana, Adiatma Y. M. Siregar Dec 2020

Determinan Sosial Ekonomi Terhadap Berat Badan Lebih Dan Obesitas Di Indonesia: Analisis Data Ifls 2014, Fajar Nugraha, Riki Relaksana, Adiatma Y. M. Siregar

Jurnal Ekonomi Kesehatan Indonesia

The phenomenon of overweight and obesity has become a serious problem in various countries, especially in Indonesia. According to WHO in 2016 there were 2.8 million people who died due to the problem of overweight and obesity, while according to the Indonesian Ministry of Health the prevalence of overweight and obesity in Indonesia in 2018 reached 13,6% and 21.8%. One of the factors that cause overweight and obesity is socio-economic status. However, there are often differences regarding the effect of socioeconomic status on obesity in developing and developed countries. This study aims to identify the determinant factors of socioeconomic status …


Strategi Implementasi Jaminan Kesehatan Nasional Dengan Metode Balanced Scoredcard: Studi Kasus Di Rumah Sakit X Tangerang Tahun 2018, Luh Putu Sinthya Ulandari, Jaslis Ilyas, Putu Ayu Indrayathi Dec 2020

Strategi Implementasi Jaminan Kesehatan Nasional Dengan Metode Balanced Scoredcard: Studi Kasus Di Rumah Sakit X Tangerang Tahun 2018, Luh Putu Sinthya Ulandari, Jaslis Ilyas, Putu Ayu Indrayathi

Jurnal Ekonomi Kesehatan Indonesia

One of the private hospital successful implementation the National Health Insurance with cost efficiency without neglecting the quality of service is X Hospital. This study aimed to finding out the strategy of X Hospital in the implementation of the National Health Insurance with Balanced Scorecard. The research was conducted in May 2018 using qualitative approach. Data was collected through in-depth interview to 7 informants from hospital and 2 informants from BPJS Kesehatan. The subjects were selected purposively and the data was analyzed using thematic analysis. The results show that there are several strategies that have been developed and implemented, including: …


Hubungan Realisasi Alokasi Dana Kesehatan Dan Pemanfaatan Pelayanan Kesehatan Ibu Di Indonesia, Izzun Nafiah Dec 2020

Hubungan Realisasi Alokasi Dana Kesehatan Dan Pemanfaatan Pelayanan Kesehatan Ibu Di Indonesia, Izzun Nafiah

Jurnal Ekonomi Kesehatan Indonesia

Increasing the utilization of maternal health services is an important target for the Indonesian government to increase the achievement of the SDGs targets. Funds budgeted for the health sector are at least 5% of the APBN and 10% of APBD excluding salaries. This is smaller than countries in the low-income category, while WHO shows that an increase in the allocation of health funds has a positive relationship with the degree of public health. Therefore, this study aims to determine whether there is a relationship between the realization of health fund allocation and the utilization of maternal health services in Indonesia. …


Analisis Faktor Socioeconomic Status (Ses) Terhadap Kesehatan Mental: Gejala Depresi Di Indonesia, Yustika Dewi, Riki Relaksana, Adiatma Y. M. Siregar Dec 2020

Analisis Faktor Socioeconomic Status (Ses) Terhadap Kesehatan Mental: Gejala Depresi Di Indonesia, Yustika Dewi, Riki Relaksana, Adiatma Y. M. Siregar

Jurnal Ekonomi Kesehatan Indonesia

According to the World Federation of Mental Health, 1 of 5 people in the world experiences a mental disorder. Several studies have mentioned that one of the primary factors that cause mental disorders is the low of socioeconomic status in developing countries. Therefore, this study was conducted to determine the influence of socioeconomic status factors on depressive symptoms as a mental disorder, in one of the developing countries, Indonesia. This study uses a quantitative method based on secondary data taken from the Indonesia Family Life Survey (IFLS) wave 5 using the CESD-R 10 questionnaire for depressive symptom variables. Depression symptom …


Sistem Pembayaran Mixed Method Ina-Cbgs Dan Global Budget Di Rumah Sakit: Tahap 1 Uji Coba Mixed Method Ina-Cbgs-Global Budget Di Indonesia, Fachmi Idris, Atik Nurwahyuni, Wan Aisyiah Baros Dec 2020

Sistem Pembayaran Mixed Method Ina-Cbgs Dan Global Budget Di Rumah Sakit: Tahap 1 Uji Coba Mixed Method Ina-Cbgs-Global Budget Di Indonesia, Fachmi Idris, Atik Nurwahyuni, Wan Aisyiah Baros

Jurnal Ekonomi Kesehatan Indonesia

When it comes to provider payment system, no one shoe fits all including DRG payment system which in Indonesia are known as INA-CBGs. In some countriesthat used DRGhave mixed it with Global Budget in various mechanisms to maintain the sustainability of the national health insurance system in their countries. BPJS Kesehatan initiated a three-stage pilot study on the implementation of the mixed-method hospital payment system INA-CBGs and Global Budget starting in 2018. The first stage is the Non-Risk stage which aims to test the accuracy of the global budget calculation and prediction and to identify the challenges faced when the …


Social Determinants Of Health: The Impact On Health Outcomes And Hospital Profitability, Danielle Mcpherson Dec 2020

Social Determinants Of Health: The Impact On Health Outcomes And Hospital Profitability, Danielle Mcpherson

Doctor of Business Administration Dissertations

Hospitals are experiencing decreasing profitability due to increasing healthcare cost. In this paper, I demonstrate that there is financial value to hospitals by addressing social determinants of health (SDOH) as this strategy improves health outcomes and yields cost savings. I estimate the impact of SDOH on the health outcomes using an IV probit regression analysis and estimated the impact of health outcomes on cost using a basic linear regression. I estimate that improving SDOH by one standard deviation will result in hospital cost savings as follows: addressing Violent Crime will decrease hospital cost between 0.16% and 0.21%, addressing Supplemental Nutrition …