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Cost Of Illness Pada Pasien Hipertensi Rawat Jalan Di Puskesmas Gamping 2, Yuni Andriani, Sephia Wulandari, Niken Larasati Jun 2025

Cost Of Illness Pada Pasien Hipertensi Rawat Jalan Di Puskesmas Gamping 2, Yuni Andriani, Sephia Wulandari, Niken Larasati

Jurnal Ekonomi Kesehatan Indonesia

Hypertension is characterized by increased blood pressure due to various risks that do not function normally in stabilizing blood pressure. According to WHO, the number of hypertension patients worldwide in 2020 reached 972 million (26.4%) and increased in 2021 to 1.2 billion (29.2%). Hypertension treatment must be carried out long, requiring a substantial aggregate treatment cost. Based on BPJS data, in 2014, hypertension accounted for approximately Rp2.8 trillion in healthcare costs, which increased annually until 2016, reaching around Rp4.2 trillion. The purpose of this study is to describe the overall estimated cost of hypertension treatment for outpatients at Puskesmas Gamping …


Determinants Of Catastrophic Health Expenditure Of Households In Indonesia, Rafa Fayza Afrizal, Novira Hasya, Faticha Putri Harda, Wildan Avif Alfathin, Vanissa Nur Latifah, Maxent Rael Nainggolan, Fadillah Rahmah Jaelani, Estro Dariatno Sihaloho Jun 2025

Determinants Of Catastrophic Health Expenditure Of Households In Indonesia, Rafa Fayza Afrizal, Novira Hasya, Faticha Putri Harda, Wildan Avif Alfathin, Vanissa Nur Latifah, Maxent Rael Nainggolan, Fadillah Rahmah Jaelani, Estro Dariatno Sihaloho

Jurnal Ekonomi Kesehatan Indonesia

The need for healthcare services due to illness is unpredictable, thus burdening patients economically and posing a risk of catastrophic events. The percentage of households with catastrophic health expenditures is defined as out-of-pocket payments exceeding 10% of the household’s capacity to pay for healthcare. Increasing catastrophic expenditure costs can further deteriorate the household’s financial condition. This study analyzes the determinants of catastrophic health expenditures in Indonesian households. A total of 12,892 household samples from the cross-sectional Indonesian Family Life Survey (IFLS) wave 5 (2014) were used in this study. Using a logistic regression model, this study aims to identify various …


Do Anterior-Posterior Lumbar Fusions Provide More Short-Term Value Than Posterior-Only? An Application Of The Operative Value Index, Steven R. Glener, Advith Sarikonda, D. Mitchell Self, Ashmal Sami, Danyal Quraishi, Emily Isch, Arbaz A. Momin, Cheritesh R. Amaravadi, Jack Jallo, Joshua Heller, Ashwini Sharan, Alex R. Vaccaro, Srinivas K. Prasad, James Harrop, Nicholas J. Clark, Ahilan Sivaganesan Jun 2025

Do Anterior-Posterior Lumbar Fusions Provide More Short-Term Value Than Posterior-Only? An Application Of The Operative Value Index, Steven R. Glener, Advith Sarikonda, D. Mitchell Self, Ashmal Sami, Danyal Quraishi, Emily Isch, Arbaz A. Momin, Cheritesh R. Amaravadi, Jack Jallo, Joshua Heller, Ashwini Sharan, Alex R. Vaccaro, Srinivas K. Prasad, James Harrop, Nicholas J. Clark, Ahilan Sivaganesan

Department of Neurosurgery Faculty Papers

BACKGROUND: Lumbar fusion is a common treatment for degenerative spine changes. Although both anterior-posterior (AP) and posterior-only approaches are used, their cost-effectiveness remains uncertain. This study aims to compare the costs and short-term "value" (outcomes per dollar spent) of AP and posterior-only lumbar fusions using time-driven activity-based costing and patient-reported outcomes.

METHODS: A retrospective review of AP and posterior lumbar fusions from 2017 to 2022 was conducted. Time-driven activity-based costing was used to assign intraoperative costs based on resource utilization, and the Oswestry Disability Index (ODI) was collected preoperatively and 3 months postoperatively. The Operative Value Index (OVI) was defined …


Lessons Learned: Ignazio Angeloni, Mercedes Cardona Jun 2025

Lessons Learned: Ignazio Angeloni, Mercedes Cardona

Journal of Financial Crises

Ignazio Angeloni was an adviser on financial integration, financial stability, and monetary policy to the Executive Board of the European Central Bank during the European Sovereign Debt Crisis and later became director general of financial stability. He coordinated the preparations for establishing the Single Supervisory Mechanism (SSM), a component of the European banking union. The SSM was created to address macroprudential gaps identified during the Global Financial Crisis and the Sovereign Debt Crisis. Angeloni has advocated in his academic papers for completing the work of the SSM by establishing a regional deposit insurance scheme that would backstop the work of …


United States: Rhode Island Limited Bank Holiday, 1991, Ayodeji George, Sophia Alden Jun 2025

United States: Rhode Island Limited Bank Holiday, 1991, Ayodeji George, Sophia Alden

Journal of Financial Crises

In 1990, the Rhode Island Share and Deposit Indemnity Corporation (RISDIC) was a private mutual deposit insurance corporation funded by member institutions. Late that year, after the failures of two of its insured institutions in July and October, other RISDIC member institutions faced large depositor withdrawals, as concerns began to focus on the financial health of RISDIC itself. RISDIC had maintained inadequate reserves, and on December 31, 1990, it found itself lacking the resources to cover depositor withdrawals from member institutions. RISDIC leadership requested a state-appointed conservator, which meant that all its member institutions no longer had the deposit insurance …


Argentina: National Bank Holidays, 2001, Owen Heaphy Jun 2025

Argentina: National Bank Holidays, 2001, Owen Heaphy

Journal of Financial Crises

Starting in 1991, Argentina operated a currency board regime under which the central bank guaranteed a one-to-one peg of the Argentine peso to the US dollar. But in 2001, markets became increasingly concerned that the central bank would be unable to maintain the peg and would allow the peso to devalue against the dollar. At that time, more than two-thirds of Argentine bank deposits were denominated in dollars. Throughout 2001, depositors withdrew funds from banks; by November, peso deposits had declined by more than one-third and dollar deposits had fallen by one-tenth. On November 28, 2001, the systemwide banking run …


Non-Discriminatory Personalized Pricing, Philipp Strack, Kai Hao Yang Jun 2025

Non-Discriminatory Personalized Pricing, Philipp Strack, Kai Hao Yang

Cowles Foundation Discussion Papers

A monopolist offers personalized prices to consumers with unit demand. Consumers differ in their values, costs, and \emph{protected characteristics}---such as race or gender. The seller is subject to a non-discrimination constraint: consumers with the same cost, but different protected characteristics must face identical price distributions. Such regulations are present in markets like credit or insurance. We characterize the optimal pricing rule. Under this rule, surplus accrues to both protected groups, but only to those with intermediate values. Strengthening the constraint to cover transaction prices redistributes surplus, harming the low-value group and benefiting the high-value group. Meanwhile, prohibiting the use of …


Global Trends In Youth Employment: Key Statistics And Cultural Commentary, Anatolii Mazaraki, Tetiana Melnyk, Oksana Losheniuk Jun 2025

Global Trends In Youth Employment: Key Statistics And Cultural Commentary, Anatolii Mazaraki, Tetiana Melnyk, Oksana Losheniuk

Markets, Globalization & Development Review

The issue of youth employment receives constant attention of global organizations, governments, and researchers. Young people have the potential to positively reshape the national and global economies. Furthermore, the youth also constantly reshape the social, cultural, technological, and political environments. Global unemployment rate among youth, however, is three times higher than among older workers. In 2023, one in five young people did not work, study, or acquire professional skills. The negative factors of the Ukrainian youth labor market have been significantly exacerbated by the war, which has caused an economic crisis in the country, a huge migration of young people, …


New Institutional Economics : A Few Extensions, Murali Patibandla Jun 2025

New Institutional Economics : A Few Extensions, Murali Patibandla

Markets, Globalization & Development Review

This article traces out the development of the New Institutional Economics (NIE). It delineates the literature into two interrelated themes of institutional environment and institutions of governance. The rules of the game of institutional environment determine governance choices. Inefficient institutional environment results in inefficient governance mechanisms which causes misutilization of scarce resources. Institutional environment evolves over time. This article demonstrates the evolution of institutions in response to shocks with analysis of historical examples. The prevailing literature over glorifies the colonial rule of the West for the emergence of capitalist institutions. It fails to explain success stories of Japan, Mainland China …


Senior Health (Age 65+) In The Mountain West, 2024, Taylor Volk, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr. Jun 2025

Senior Health (Age 65+) In The Mountain West, 2024, Taylor Volk, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet presents senior health care statistics for the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The “2024 Senior Report – State Summaries,” study from America’s Health Rankings, United Foundation provided the data for all fifty states and Washington, D.C.


The Labor Supply Curve Is Upward Sloping: The Effects Of Immigrant-Induced Demand Shocks, Sigurd Galaasen, Andreas Kostøl, Joan Monras, Jonathan Vogel Jun 2025

The Labor Supply Curve Is Upward Sloping: The Effects Of Immigrant-Induced Demand Shocks, Sigurd Galaasen, Andreas Kostøl, Joan Monras, Jonathan Vogel

Upjohn Institute Working Papers

What is the effect of immigration on native labor-market outcomes? An extensive literature identifies the differential impact of immigration on natives employed in jobs that are more exposed to immigrant labor (supply exposure). But immigrants consume in addition to producing output. Despite this, no literature identifies the impact on natives employed in jobs that are more exposed to immigrant consumption (demand exposure). We study native labor market effects of supply and demand exposures to immigration. Theoretically, we formalize both measures of exposure and solve for their effects on native wages. Empirically, we combine employer-employee data with a newly collected data …


Optimizing Costs In Plastic Surgery: A Systematic Review Of Time-Driven Activity-Based Costing Applications, Emily L. Isch, Gabrielle Kozlowski, D. Mitchell Self, Theodore E. Habarth-Morales, Sydney Somers, Ahilan Sivaganesan, David Kim, Heather A. Mcmahon, Andrew Newsman, Matthew Jenkins Jun 2025

Optimizing Costs In Plastic Surgery: A Systematic Review Of Time-Driven Activity-Based Costing Applications, Emily L. Isch, Gabrielle Kozlowski, D. Mitchell Self, Theodore E. Habarth-Morales, Sydney Somers, Ahilan Sivaganesan, David Kim, Heather A. Mcmahon, Andrew Newsman, Matthew Jenkins

Department of Surgery Faculty Papers

BACKGROUND: The rising complexity and cost of healthcare in plastic surgery, particularly in resource-intensive procedures like free flap and breast reconstruction, pose significant financial challenges. Time-driven activity-based costing (TDABC) offers a method to accurately assess these costs by mapping each step of the care cycle based on time and resources consumed. Although TDABC has been utilized in high-cost fields such as neurosurgery and spine surgery, its application in plastic surgery remains underexplored. This systematic review evaluates the literature on TDABC use in plastic surgery to identify key cost drivers and propose strategies for cost-efficiency.

METHODS: A systematic review was conducted …


The Effects Of Sleep Restriction And Time Of Day On Food-Specific Impulsivity, Approach-Avoidance Bias And Delay Discounting, Naomi Kakoschke, David L. Dickinson, Sean P. A. Drummond Jun 2025

The Effects Of Sleep Restriction And Time Of Day On Food-Specific Impulsivity, Approach-Avoidance Bias And Delay Discounting, Naomi Kakoschke, David L. Dickinson, Sean P. A. Drummond

ESI Publications

Background:

Insufficient sleep and circadian timing are both linked with obesity, primarily via unhealthy food choice, yet the cognitive mechanisms underpinning such relationships remain unclear.

Methods:

Across two studies, we implemented an ecologically valid within-subjects at-home protocol. Study 1 (n = 118) involved a within-subjects examination of how sleep restriction (SR) versus well-rested (WR) sleep levels affect choices in a food-based approach-avoidance task (AAT) and go–no/go (GNG) task, a food liking task, a food-choice task, a psychomotor vigilance task (PVT), and a monetary choice task. Study 2 (n = 119) involved examining choices in the same set of …


Future Of Work: Implication Of Green Economy On Employment Dynamics In Egypt, Sarah Adel Elgohary Jun 2025

Future Of Work: Implication Of Green Economy On Employment Dynamics In Egypt, Sarah Adel Elgohary

Theses and Dissertations

Is Egypt's green economy a reality or just a policy-level aspiration? This thesis explores the tangible impact of the green economy on Egypt's labor market by examining key sectors—automotive, agriculture, and renewable energy. Through qualitative interviews and focus group discussions with private sector representatives, the study assesses the true implications of the green transition from a business-level perspective, beyond the propaganda and hype surrounding climate policies. What is the current scale of the green economy in Egypt's labor market? What existing policies and regulatory frameworks are in place to support the green economy transition? how urgent is the transition to …


Complementarities In High School And College Investments, John Eric Humphries, Juanna Schrøter Joensen, Gregory Veramendi Jun 2025

Complementarities In High School And College Investments, John Eric Humphries, Juanna Schrøter Joensen, Gregory Veramendi

Cowles Foundation Discussion Papers

This paper examines how high school specialization shapes college investment decisions and their subsequent returns through dynamic complementarities. Using Swedish administrative data, we estimate a dynamic Roy model that accounts for selection on multidimensional skills, family background, prior investments, and unobserved heterogeneity. We identify the model using rich skill measures and quasi-experimental variation in program popularity. For marginal students, STEM specialization in high school increases wages by 9%, with more than half this return attributed to dynamic complementarities that enhance the productivity of subsequent college investments. Consequently, we find that counterfactual policies encouraging high school STEM specialization generate twice the …


Working Paper No. 98, Selma Mushkin And The Emergence Of The Field Of Health Economics, Sadie Kautz Jun 2025

Working Paper No. 98, Selma Mushkin And The Emergence Of The Field Of Health Economics, Sadie Kautz

Working Papers in Economics

This inquiry seeks to establish that through her effective efforts, Selma Mushkin promoted and shaped the field of Health Economics. Perhaps most importantly, she redefined health as a form of human capital that needed to be considered as both essential and integral to economic growth. In her 1958 paper: “Toward a Definition of Health Economics,” she defined the scope of this emerging field through emphasizing how improved resource allocation could lead to efficiency gains. Appearing as her 1962 article in the Journal of Political Economy, with “Health as an Investment” Mushkin advanced the idea that--much like education--public spending on health …


Urban-Rural Divide In Inequality’S Impact On Substance Abuse, Jonathan E. Flores Jun 2025

Urban-Rural Divide In Inequality’S Impact On Substance Abuse, Jonathan E. Flores

Undergraduate Theses, Capstones, and Recitals

This thesis focuses on investigating the relationship between income inequality, measured through the Gini coefficient, and drug addiction, proxied through substance-related mortality. Specifically, this thesis focuses on how these dynamics vary across rural and urban counties in the United States, using population size as a proxy. County-level data from 2016 to 2020 were collected through both the CDC and the Census Bureau and subsequently analyzed using Stata, with crude death rates from drug and alcohol causes serving as a function of the Gini coefficient, labor force participation, racial composition, and other socioeconomic indicators. Through a quadratic version of the model, …


4th Sbs International Conference 2025: Transforming Business For People And Planet, School Of Business Studies (Sbs) Jun 2025

4th Sbs International Conference 2025: Transforming Business For People And Planet, School Of Business Studies (Sbs)

Conference Proceedings

The IBA-SBS International Conference (IBA-SBSIC) brings together scholars, professionals, and policymakers from around the world, providing a platform for learning, collaboration, and cutting-edge research. As we enter the 4th edition in 2025, the conference embraces the theme "Transforming Business for People and Planet."

The business landscape is evolving rapidly, with companies increasingly held accountable for their environmental footprint, ethical responsibilities, and social impact. Governments, regulators, and consumers now demand responsible business practices that align with sustainability and long-term financial resilience. Sustainability is no longer a choice—it is a necessity. Global movements toward climate action, social equity, and responsible governance are …


Benefits Of Extended Unemployment Insurance On Post-Unemployment Outcomes, Alyssa Roche Jun 2025

Benefits Of Extended Unemployment Insurance On Post-Unemployment Outcomes, Alyssa Roche

Electronic Theses and Dissertations

This thesis investigates how unemployment insurance (UI) affects individuals during and after unemployment. Drawing on historical evidence from recent recessions in the United States, publicly available data, behavioral insights, and mathematical modeling, it argues that the benefits of extending UI outweigh the potential costs. The analysis incorporates a wide range of sources, including empirical economic studies using regression models and psychology and business research that highlight behavioral responses to financial stress and job insecurity. By combining quantitative data with behavioral context, the thesis offers a more comprehensive understanding of how extended UI influences job search decisions, wage outcomes, and overall …


Situational Analysis Of Child Labour In Coastal And Marine Activities In Zanzibar, Tanzania, Happiness Anold Moshi, Rukia Kitula Jun 2025

Situational Analysis Of Child Labour In Coastal And Marine Activities In Zanzibar, Tanzania, Happiness Anold Moshi, Rukia Kitula

Journal of Humanities and Social Sciences

This study analyses the situation of child labour in coastal and marine activities in Zanzibar, Tanzania, by examining activities carried out by children, the major driving factors for engaging in child labour, as well as the associated impacts to children’s schooling and wellbeing. Questionnaire survey, focus group discussions (FGDs), participant observations, and key informant interviews (KII) were all used to collect data for the study. The study involved a total of 90 children, who were randomly selected among working children in coastal and marine activities. It was found that most of the working children were involved in fishing, fish descaling, …


Working Mothers And Children’S Social-Emotional Development: Struggling With Family And Job Roles In Dar Es Salaam, Tanzania, Ignasia Paskal Mbatta Jun 2025

Working Mothers And Children’S Social-Emotional Development: Struggling With Family And Job Roles In Dar Es Salaam, Tanzania, Ignasia Paskal Mbatta

Journal of Humanities and Social Sciences

This study aimed at examining the socio-emotional development of employed mothers’ children in the metropolis of Dar es Salaam. Early childhood socio-emotional development is crucial for shaping a child’s short- and long-term well-being, relationships, and overall mental health. An exploratory qualitative approach employing a phenomenological design, guided this study. In-depth interviews, documentary reviews, and active participant observation were used to collect data. The study sample comprised of 42 working mothers, 9 domestic workers, and 90 children under five years of age of the same mothers. Purposive sampling was used to select working mothers, while domestic workers were selected incidentally. The …


The Ancillaries Of Undergraduate Economics Programs: Results Of A Departmental Survey, Gail M. Hoyt, Roisin O'Sullivan Jun 2025

The Ancillaries Of Undergraduate Economics Programs: Results Of A Departmental Survey, Gail M. Hoyt, Roisin O'Sullivan

Economics: Faculty Publications

Most economics departments have a cadre of ancillary elements intended to enhance the experience of their undergraduate majors. These may include opportunities to attend speaker series, give conference presentations, participate in student organizations, or work as teaching or research assistants. While economists have studied individual ancillaries, there is merit in a comprehensive examination. The authors design and conduct a departmental survey of 300 U.S. institutions to characterize ancillaries’ prevalence, structure, and perceived benefits. Their findings shed light on how the prevalence and structure of ancillaries vary across different types of academic institutions. Perceived benefits involve meeting departmental learning goals and …


Working Paper No. 101, “Universal Welfare” In Marxist Thought, And Its Implementation During The Era Of The Soviet Union, Eunji Jang Jun 2025

Working Paper No. 101, “Universal Welfare” In Marxist Thought, And Its Implementation During The Era Of The Soviet Union, Eunji Jang

Working Papers in Economics

This inquiry seeks to establish that although in his writings Karl Marx emphasized “Universal Welfare” as a central ideal, its appearance and realization in the Soviet Union was affected by tensions between ideology and the realities of centralized economic control. The first section explores Marx’s vision of universal welfare as a structural component of a post-capitalist society rooted in collective ownership and human emancipation. The second section examines how the Soviet Union institutionalized welfare across sectors such as education, healthcare, housing, and employment, while access to these services was often influenced by labor contribution and political loyalty. The final section …


Medical Debt In The Mountain West, 2022, Kian Parikh, Lara Karaalp, Otoniel Ramos, Caitlin J. Saladino, William E. Brown Jr. Jun 2025

Medical Debt In The Mountain West, 2022, Kian Parikh, Lara Karaalp, Otoniel Ramos, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet presents 2022 data on the prevalence of medical debt in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico and Utah. The Urban Institute report, “The Changing Medical Debt Landscape in the United States” includes data on medical debt estimates, hospital market concentration, as well as estimates of uninsured individuals, disabled adults, average household incomes, and racial compositions at the state and county level for the 50 states and Washington, DC. This fact sheet focuses on state-level differences on the prevalence of medical debt, as well as differences in the percentages of uninsured individuals and …


The Impact Of Blue Economy Factors On Morocco's Economic Growth, Lqamar Youssef, El Amine Youness Mr, Smouni Rachid Pr Jun 2025

The Impact Of Blue Economy Factors On Morocco's Economic Growth, Lqamar Youssef, El Amine Youness Mr, Smouni Rachid Pr

Journal of Ocean and Coastal Economics

Purpose - This study examines the influence of blue economy factors on Morocco's economic growth.

Design/methodology/ approach - Using secondary data from 1980 to 2022, the analysis focuses on fishery production and its various sectors as contributing factors to economic growth. The study employs the Autoregressive Distributed Lag (ARDL) method and aims to highlight the impact of deep-sea fishing and coastal fishing in the context of a transition to a sustainable and inclusive blue economy.

Findings - The results suggest that coastal fishing has more potential for creating inclusive economic value within the development of the blue economy, thus promoting …


Scalable Targeting Of Social Protection: When Do Algorithms Out-Perform Surveys And Community Knowledge?, Emily Aiken, Anik Ashraf, Joshua E. Blumenstock, Raymond P. Guiteras, Ahmed Mushfiq Mobarak Jun 2025

Scalable Targeting Of Social Protection: When Do Algorithms Out-Perform Surveys And Community Knowledge?, Emily Aiken, Anik Ashraf, Joshua E. Blumenstock, Raymond P. Guiteras, Ahmed Mushfiq Mobarak

Discussion Papers

Innovations in big data and algorithms are enabling new approaches to target interventions at scale. We compare the accuracy of three different systems for identifying the poor to receive benefit transfers — proxy means-testing, nominations from community members, and an algorithmic approach using machine learning to predict poverty using mobile phone usage behavior — and study how their cost-effectiveness varies with the scale and scope of the program. We collect mobile phone records from all major telecom operators in Bangladesh and conduct community-based wealth rankings and detailed consumption surveys of 5,000 households, to select the 22,000 poorest households for $300 …


Scalable Targeting Of Social Protection: When Do Algorithms Out-Perform Surveys And Community Knowledge?, Emily Aiken, Anik Ashraf, Joshua E. Blumenstock, Raymond Guiteras, Ahmed Mushfiq Mobarak Jun 2025

Scalable Targeting Of Social Protection: When Do Algorithms Out-Perform Surveys And Community Knowledge?, Emily Aiken, Anik Ashraf, Joshua E. Blumenstock, Raymond Guiteras, Ahmed Mushfiq Mobarak

Cowles Foundation Discussion Papers

Innovations in big data and algorithms are enabling new approaches to target interventions at scale. We compare the accuracy of three different systems for identifying the poor to receive benefit transfers — proxy means-testing, nominations from community members, and an algorithmic approach using machine learning to predict poverty using mobile phone usage behavior — and study how their cost-effectiveness varies with the scale and scope of the program. We collect mobile phone records from all major telecom operators in Bangladesh and conduct community-based wealth rankings and detailed consumption surveys of 5,000 households, to select the 22,000 poorest households for $300 …


Quantile-Optimal Policy Learning Under Unmeasured Confounding, Zhongren Chen, Siyu Chen, Zhengling Qi, Xiaohong Chen, Zhuoran Yang Jun 2025

Quantile-Optimal Policy Learning Under Unmeasured Confounding, Zhongren Chen, Siyu Chen, Zhengling Qi, Xiaohong Chen, Zhuoran Yang

Cowles Foundation Discussion Papers

We study quantile-optimal policy learning where the goal is to find a policy whose reward distribution has the largest α-quantile for some α P p0, 1q. We focus on the offline setting whose generating process involves unobserved confounders. Such a problem suffers from three main challenges: (i) nonlinearity of the quantile objective as a functional of the reward distribution, (ii) unobserved confounding issue, and (iii) insufficient coverage of the offline dataset. To address these challenges, we propose a suite of causal-assisted policy learning methods that provably enjoy strong theoretical guarantees under mild conditions. In particular, to address (i) and (ii), …


More Schooling Can Delay The Onset Of Dementia Later In Life, Vikesh Amin, Jere R. Behrman, Jason M. Fletcher, Carlos A. Flores, Alfonso Flores-Lagunes, Iliana Kohler, Hans-Peter Kohler, Shana D. Stites Jun 2025

More Schooling Can Delay The Onset Of Dementia Later In Life, Vikesh Amin, Jere R. Behrman, Jason M. Fletcher, Carlos A. Flores, Alfonso Flores-Lagunes, Iliana Kohler, Hans-Peter Kohler, Shana D. Stites

Upjohn Institute Policy and Research Briefs

No abstract provided.


Does Schooling Improve Cognitive Abilities At Older Ages? Causal Evidence From Nonparametric Bounds, Vikesh Amin, Jere R. Behrman, Jason M. Fletcher, Carlos A. Flores, Alfonso Flores-Lagunes, Hans-Peter Kohler Jun 2025

Does Schooling Improve Cognitive Abilities At Older Ages? Causal Evidence From Nonparametric Bounds, Vikesh Amin, Jere R. Behrman, Jason M. Fletcher, Carlos A. Flores, Alfonso Flores-Lagunes, Hans-Peter Kohler

Upjohn Institute Working Papers

We revisit much-investigated relationships between schooling and health, focusing on schooling impacts on cognitive abilities at older ages using the Harmonized Cognition Assessment Protocol in the Health & Retirement Study (HRS) and a bounding approach that requires relatively weak assumptions. Our estimated upper bounds on the population average effects indicate potentially large causal effects of increasing schooling from primary to secondary; yet, these upper bounds are smaller than many estimates from the literature on causal schooling impacts on cognition using compulsory-schooling laws. We also cannot rule out small and null effects at this margin. We do, however, find evidence for …