scholarly journals COVID-19 Outbreak and Voluntary Demand for Non-COVID-19 Healthcare: Evidence from Taiwan

2020 ◽  
Author(s):  
Yung-Yu Tsai ◽  
Tzu-Ting Yang
Keyword(s):  
Demand Response ◽  
Human Mobility ◽  
Prevention Measures ◽  
Healthcare Use ◽  
Difference In Differences ◽  
Outpatient Visits ◽  
Level Data ◽  
Taiwan National Health Insurance ◽  
Substantial Decline ◽  
The Impact

AbstractThis paper examines the impact of the COVID-19 outbreak on voluntary demand for Non-COVID-19 healthcare. We use 2014–2020 weekly county-level data from Taiwan National Health Insurance alongside a difference-in-differences design. Our results indicate that even if there are no government restrictions on human mobility, people spontaneously reduce their demand for healthcare due to fears of infection or improved health status. On average, the number of outpatient visits (inpatient admissions) decreased by 18% (9%) after COVID-19 outbreak. Furthermore, the demand response of healthcare for infectious diseases (e.g. flu) is much greater and more persistent than for other diseases, suggesting that the substantial decline in healthcare use is induced by positive public-health externality of prevention measures for COVID-19.

scholarly journals Measuring Voluntary Responses in Healthcare Utilization During and After COVID-19 Pandemic: Evidence from Taiwan

2021 ◽  
Author(s):  
Yung-Yu Tsai ◽  
Yang Tzu-Ting
Keyword(s):  
Infectious Diseases ◽  
Healthcare Utilization ◽  
Demand Response ◽  
Human Mobility ◽  
Healthcare Services ◽  
Prevention Measures ◽  
Difference In Differences ◽  
Related Services ◽  
Side Constraints ◽  
Substantial Decline

Abstract Healthcare has been one of the most affected sectors during the coronavirus disease 2019 (COVID-19) pandemic. The utilization of related services for non-COVID-19 diseases fell dramatically following the point at which the virus broke out; however, little is known about whether this observed decline in healthcare use was due to voluntary behaviors or enforced measures. This paper quantifies the spontaneous change in healthcare utilization during and after the pandemic. We utilize a county-by-week-level dataset from Taiwan's National Health Insurance (NHI) record, covering the entire Taiwanese population, and a difference-in-differences design. Our results indicate that even if there were no human mobility restrictions or supply-side constraints, people voluntarily reduced their demand for healthcare, due to fears of contagion, or COVID-related precautionary behaviors. We find that the number of outpatient visits (inpatient admissions) decreased by 21% (11%) during the pandemic period (February to May 2020). Furthermore, the demand response of healthcare for infectious diseases (e.g., flu) was much greater and more persistent than for non-infectious diseases, thereby suggesting that the substantial decline in accessing healthcare was induced by positive public health externality of prevention measures for COVID-19. Finally, we find that the demand for healthcare services did not get back to the pre-pandemic baseline, even when there were no local coronavirus cases for 253 consecutive days (mid-April to December 2020) in Taiwan.

How Does Online Lending Influence Bankruptcy Filings?

2021 ◽  
Author(s):  
Hongchang Wang ◽  
Eric M. Overby
Keyword(s):  
Instrumental Variables ◽  
Policy Implications ◽  
Easy Access ◽  
Difference In Differences ◽  
Access To Credit ◽  
Financial Products ◽  
Online Platforms ◽  
Level Data ◽  
Online Lending ◽  
The Impact

By providing quick and easy access to credit, online lending platforms may help borrowers overcome financial setbacks and/or refinance high-interest debt, thereby decreasing bankruptcy filings. On the other hand, these platforms may cause borrowers to overextend themselves financially, leading to a “debt trap” and increasing bankruptcy filings. To investigate the impact of online lending on bankruptcy filings, we leverage variation in when state regulators granted approval for a major online lending platform—Lending Club—to issue peer-to-peer loans. Using a difference-in-differences approach, we find that state approval of Lending Club led to an increase in bankruptcy filings. A complementary instrumental variables analysis using loan-level data yields similar results. We find suggestive evidence that the ease of receiving a Lending Club loan causes some borrowers to overextend themselves financially, leading to bankruptcy. Our results suggest that recent initiatives from online lending platforms to control how borrowers use loans, such as Lending Club’s “balance transfer loans” that send loan funds directly to creditors, can help these platforms provide safe and affordable credit. Our study adds to the literature that examines how online platforms influence society and the economy; it contributes to the literature that examines how financial products, services, and regulations influence bankruptcy filings; and it has policy implications for online lending design and regulation. This paper was accepted by Lorin Hitt, information systems.

The Impact of Public and Private Research on Premature Cancer Mortality and Hospitalization in the United States, 1999-2013

2018 ◽  
Vol 63 (2) ◽  
pp. 147-165
Author(s):  
Frank R. Lichtenberg
Keyword(s):  
United States ◽  
Premature Mortality ◽  
The United States ◽  
Cancer Site ◽  
Hospital Discharges ◽  
Difference In Differences ◽  
Public And Private ◽  
Level Data ◽  
Private Research ◽  
The Impact

This article provides evidence about the impact that public and private research had on premature mortality and hospitalization due to cancer in the United States during the period 1999-2013. We estimate difference-in-differences models based on longitudinal, cancer-site-level data to determine whether the cancer sites about which more research-supported articles were published had larger subsequent reductions in premature mortality and hospitalization during the period 1999 to 2013, controlling for the change in the number of people diagnosed. Premature (before age 75 years) mortality is inversely related to the number of research-supported articles that had been published 9 to 15 years earlier, controlling for incidence and non-research publications. The number of hospital discharges attributed to cancer is also significantly inversely related to the number of research-supported articles previously published. Public and private research reduced the number of years of potential life lost before age 75 years due to cancer in 2013 by 566,000. JEL Classifications: I1, I18

scholarly journals THE IMPACT OF COVID-19 ON SECURITISATION OF MIGRATION AND MOBILITY IN THE UNITED STATES

2020 ◽  
Vol 5 (6) ◽  
Author(s):  
Ronald Byaruhanga
Keyword(s):  
United States ◽  
Human Mobility ◽  
World Health Organisation ◽  
The United States ◽  
World Health ◽  
Prevention Measures ◽  
Security Threat ◽  
Academic Journal ◽  
Terror Attacks ◽  
The Impact

This article examines transformations in migration and security, arising from COVID-19 prevention measures. It utilises the Copenhagen school to theorise and illuminate the changes in the securitisation of migration and mobility in the United States. The focus on the United States was based on the fact that the country has, on top of being the world's most securitised, been the most severely affected by the pandemic, considering numerical statistics of infected and affected persons, deaths, and socio-economic impact. In doing so, the paper utilised relevant information sourced from online publications such as newspaper articles and other relevant institutional websites of the key agencies in the fight of the COVID-19 pandemic, chiefly the World Health Organisation, Centre for Disease Control, and the United States federal and state governments and academic journal articles. The main argument of the paper is that the COVID-19 pandemic will produce similar effects on migration and security as the September 11, 2001, terror attacks. The lessons gleaned from the current pandemic will most likely be a significant factor in shaping future politics and policies on the securitisation of migration and human mobility. The pandemic's portrayal as a security threat to human health has resulted in significant changes like travel embargoes, suspension of issuance of specific visa categories, and internal mobility controls, and now many countries are demanding for negative test results before allowing in any foreign arrivals into their territories. The paper concludes that the pandemic has ushered in alternative securitisation measures that would cause a shift in migration and security discourse from human-to-human aggression, notably terrorism, to the contagion of the pathogens like the coronavirus. <p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/edu_01/0751/a.php" alt="Hit counter" /></p>

Evaluation of the impact of public investment programs on social and economic performance of territories

2019 ◽  
pp. 109-123
Author(s):  
I. E. Limonov ◽  
M. V. Nesena
Keyword(s):  
Bayesian Modeling ◽  
Positive Impact ◽  
Public Investment ◽  
Difference In Differences ◽  
The Public ◽  
Export Activity ◽  
Regional Investment ◽  
The Difference ◽  
The Impact ◽  
Development Institution

The purpose of this study is to evaluate the impact of public investment programs on the socio-economic development of territories. As a case, the federal target programs for the development of regions and investment programs of the financial development institution — Vnesheconombank, designed to solve the problems of regional development are considered. The impact of the public interventions were evaluated by the “difference in differences” method using Bayesian modeling. The results of the evaluation suggest the positive impact of federal target programs on the total factor productivity of regions and on innovation; and that regional investment programs of Vnesheconombank are improving the export activity. All of the investments considered are likely to have contributed to the reduction of unemployment, but their implementation has been accompanied by an increase in social inequality.

Syrian Crisis and Migration

2015 ◽  
Vol 12 (3) ◽  
pp. 181-192 ◽  
Author(s):  
Pinar Yazgan ◽  
Deniz Eroglu Utku ◽  
Ibrahim Sirkeci
Keyword(s):  
Human Mobility ◽  
Special Issue ◽  
Host Countries ◽  
Syrian Crisis ◽  
Mass Migration ◽  
Large Numbers ◽  
And Migration ◽  
Europe Today ◽  
The Impact ◽  
Near Future

With the growing insurrections in Syria in 2011, an exodus in large numbers have emerged. The turmoil and violence have caused mass migration to destinations both within the region and beyond. The current "refugee crisis" has escalated sharply and its impact is widening from neighbouring countries toward Europe. Today, the Syrian crisis is the major cause for an increase in displacement and the resultant dire humanitarian situation in the region. Since the conflict shows no signs of abating in the near future, there is a constant increase in the number of Syrians fleeing their homes. However, questions on the future impact of the Syrian crisis on the scope and scale of this human mobility are still to be answered. As the impact of the Syrian crisis on host countries increases, so does the demand for the analyses of the needs for development and protection in these countries. In this special issue, we aim to bring together a number of studies examining and discussing human mobility in relation to the Syrian crisis.

The effect of the implementation of a good medical practice booklet on nursing home residents’ drug prescriptions: a difference-in-differences analysis based on data from electronic pill dispensers (Preprint)

2019 ◽  
Author(s):  
Stéphane Sanchez ◽  
Cécile Payet ◽  
Marie Herr ◽  
Anne Dazinieras ◽  
Caroline Blochet ◽  
...  
Keyword(s):  
Nursing Homes ◽  
Medical Practice ◽  
Intervention Group ◽  
Medication Use ◽  
Nursing Home Residents ◽  
Control Group ◽  
Multilevel Regression ◽  
Difference In Differences ◽  
Good Medical Practice ◽  
The Impact

BACKGROUND The elderly are particularly exposed to adverse events from medication. Among the various strategies to reduce polypharmacy, educational approaches have shown promising results. OBJECTIVE We aimed to evaluate the impact of the implementation of a good medical practice booklet on polypharmacy in nursing homes. METHODS We identified nursing homes belonging to a geriatric care provider that had launched a policy of proper medication use using a good medical practice booklet delivered to prescribers and pharmacists. Data were derived from electronic pill dispensers. The effect of the intervention on polypharmacy was assessed with multilevel regression models, with a control group to account for natural trends over time. The main outcomes were the average daily number of times when medication was administered and the number of drugs with different presentation identifier codes per resident per month. RESULTS 96,216 residents from 519 nursing homes were included between 1 January 2011 and 31 December 2014. The intervention group and the control group both decreased their average daily use of medication (-0.05 and -0.06). The good medical practice booklet did not have a statistically significant effect (exponentiated difference-in-differences coefficient 1.00, 95% confidence interval 0.99-1.02, P=.45). CONCLUSIONS Although the good medical practice booklet itself did not seem effective in decreasing medication use, our data show the effectiveness of a higher-level policy to decrease polypharmacy.

scholarly journals Who Really Benefits from Consumption Tax Cuts? Evidence from a Large VAT Reform in France

2019 ◽  
Vol 11 (1) ◽  
pp. 38-63 ◽  
Author(s):  
Youssef Benzarti ◽  
Dorian Carloni
Keyword(s):  
Value Added ◽  
Consumption Tax ◽  
Difference In Differences ◽  
Firm Level ◽  
Employment Effects ◽  
Level Data ◽  
Price Effects ◽  
Firm Level Data ◽  
Material Goods ◽  
Firm Owners

This paper evaluates the incidence of a large cut in value-added taxes (VATs) for French sit-down restaurants in 2009. In contrast to previous studies, which only focus on the price effects of VAT reforms, we estimate the effects of the VAT cut on four groups: workers, firm owners, consumers, and suppliers of material goods. Using a difference-in-differences strategy on firm-level data, we find that: firm owners pocketed more than 55 percent of the VAT cut; consumers, sellers of material goods, and employees shared the remaining windfall with consumers benefiting the least; and the employment effects were limited. (JEL H22, H25, L83)

Does Board Independence Increase Firm Value? Evidence from Closed-End Funds

2019 ◽  
pp. 1-24
Author(s):  
Matthew E. Souther
Keyword(s):  
Instrumental Variables ◽  
Firm Value ◽  
Board Independence ◽  
Difference In Differences ◽  
Cross Sectional ◽  
Closed End Funds ◽  
The Impact ◽  
New Evidence

Researchers disagree about the impact of board independence on firm value. The disagreement generally stems from the endogenous nature of board appointments. I add new evidence to this discussion by using a sample of closed-end funds to document the value-enhancing effects of independent boards. Using cross-sectional, difference-in-differences, and instrumental variables techniques, I address these endogeneity concerns and find consistent evidence that board independence is associated with higher firm value.

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