endogeneity bias
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2022 ◽  
Vol 17 (1) ◽  
pp. 267-278
Author(s):  
Farzan Yahya ◽  
◽  
Ghulam Abbas ◽  
Muhammad Hussain ◽  
Muhammad Waqas ◽  
...  

The present study investigates the effect of financial development on sustainable competitiveness and its components (natural capital, resource intensity, and social cohesion) in the Arctic region. We employ bank-based, stock-market based, and composite index to measure financial development. To deal with endogeneity bias, system GMM is utilized. The results show a positive and significant effect of financial development on sustainable competitiveness. The estimates also assert that financial development encourages resource efficiency and social cohesion in the region. In contrast, we find the negative effect of financial development on natural capital. This suggests that overexploitation of natural resources may provide short-term benefits to the local and regional communities but it may threaten the long-term sustainability of the Arctic. Thus, the financial sector should be guided to support financing and investing activities in alternative eco-friendly technologies and ventures for reducing excessive natural resource utilization.


2021 ◽  
Vol 0 (0) ◽  
Author(s):  
David Welsch

Abstract I examine the relationship between mask usage and COVID-19 deaths at the county level. When examining this relationship, even the direction caused by the potential endogeneity bias is unclear. In one direction, characteristics that are known to correlate with a larger amount of potential COVID-19 deaths, such as an older population, may make people more likely to wear masks. This will cause a bias that makes mask usage look less effective than it truly is. In the other direction, areas with higher risk tolerances may have less mask usage, but may at the same time be engaging in other behavior that puts them at higher risk for contracting COVID-19. This will cause a bias that makes mask usage look more effective than it truly is. The identification approach exploits a large set of controls and employs percentage of vote for Donald Trump in the 2016 election as an instrumental variable for mask usage. The main finding is that a one percentage point increase in the number of individuals who say they often or frequently wear a mask when within six feet of people will reduce COVID-19 deaths in a county by 10.5%, or six deaths in the average county.


2021 ◽  
pp. 146499342110594
Author(s):  
Nicolas Barrantes ◽  
Jhonatan Clausen

The number of people in low- and middle-income countries who suffer from depression is increasing, and a significant proportion of people in these countries live in poverty. We estimated the effect of living in multidimensional poverty on experiencing symptoms associated with major depression using the 2018 Peruvian Demographic and Health Survey. We used an instrumental variables approach to overcome the potential endogeneity bias caused by the simultaneous relationship between multidimensional poverty and depression. We found that living in multidimensional poverty significantly increases depression symptom severity. This has urgent policy implications for low- and middle-income countries with limited provision of mental health services.


2021 ◽  
pp. 003232922110507
Author(s):  
Gillian Slee ◽  
Matthew Desmond

In recent years, housing costs have outpaced incomes in the United States, resulting in millions of eviction filings each year. Yet no study has examined the link between eviction and voting. Drawing on a novel data set that combines tens of millions of eviction and voting records, this article finds that residential eviction rates negatively impacted voter turnout during the 2016 presidential election. Results from a generalized additive model show eviction’s effect on voter turnout to be strongest in neighborhoods with relatively low rates of displacement. To address endogeneity bias and estimate the causal effect of eviction on voting, the analysis treats commercial evictions as an instrument for residential evictions, finding that increases in neighborhood eviction rates led to substantial declines in voter turnout. This study demonstrates that the impact of eviction reverberates far beyond housing loss, affecting democratic participation.


Author(s):  
Bing Luo ◽  
Lufei Ruan

U.S. multinationals hold record-high foreign cash levels and commit not to repatriate foreign cash “in the foreseeable future” to qualify for deferring tax. We argue that such commitments reveal firms’ private information of short-term financial health and thus is a positive factor in credit risk assessments. Using a sample of listed U.S. multinationals in 2009-2016, we document a positive correlation between foreign cash holdings and credit ratings, confirming that rating agencies positively perceive foreign cash holdings. We further find that the positive correlation is stronger in firms with low repatriation costs, in firms that operate in fewer foreign countries, and in firms with poorer financial reporting quality. Our results still hold when applying different identification strategies, reducing the likelihood that our results are purely driven by endogeneity bias.


2021 ◽  
pp. 146499342110317
Author(s):  
Hayatullah Ahmadzai

In this article, I present empirical evidence on the extent of crop diversification and assess its merits as a strategy for improving production efficiency in Afghanistan. The transformed Herfindahl–Harshman index is used to measure the scale and magnitude of crop diversification. I find a compelling evidence that diversifying production portfolios significantly improves production efficiencies. This finding is critical, given that the data show that nearly a third of the farm households do not diversify, achieving, on average, about 52% of potential revenues. The estimated efficiency scores reveal that, on average, the farm households in our analytical sample of over 7,000 households achieve 74% of potential revenue, with nearly 15% of households realizing less than 50% and about 23% between 50% and 70% of potential revenue. These results infer that there exist substantial inefficacies in agricultural production that can be eliminated by employing improved management practices without having to use additional inputs and production resources and rising cost of production. Our results are robust to potential endogeneity bias in crop diversification; I account for the endogeneity problem in the stochastic frontier analysis, by employing a recent estimation approach, using instrumental variable techniques. Mapping the spatial distribution of crop diversification index and estimated efficiency scores across the country revealed that districts with higher diversification levels correspond to higher efficiency indices. Aside from crop diversification, other socio-economic factors also have critical implications for efficiency; households with access to farm assets (such as land, cattle, oxen and tractor) and extension services appear to realize substantially higher production efficiencies. A direct policy recommendation that can be generated from the findings of this study is that crop diversification should be given more recognition by policymakers to enhance productivity and resilience in agriculture.


2021 ◽  
Author(s):  
Celil Aydin ◽  
Ömer ESEN ◽  
Recai AYDIN

Abstract This study empirically analyses the nonlinear impact of economic activities on ecological balance indicators that estimate the balance between economies' pressure on nature and the biologically productive resources areas affected by human activity and the earth's ecological carrying capacity. In measuring this balance, ecological balance sheet indicators are divided into four sub-components; cropland, forest area, fishing grounds and grazing land. The sample of the study consists of the EU-15 countries over the period 1995–2016. In order to render the study robust with respect to econometric issues like potential endogeneity bias, cross-country heterogeneity, time instability and nonlinearity, the study adopted panel smooth transition regression (PSTR) method. The empirical findings reveal that the economic activities carried out up to a certain threshold level do not force the ecological balance as nature can compensate for the resulting externalities, but beyond this threshold, waste accumulation and pollution exceed nature’s capacity to absorb. Consequently, the results of the study are not in line with the expectation of the Environmental Kuznets Curve (EKC) hypothesis with inverted U-shaped curve, but indicate a need for implementation of active environmental policies for the improvement of the environment.


Author(s):  
Nadia Fiorino ◽  
Emma Galli ◽  
Nicola Pontarollo

AbstractIn this paper we develop a new composite indicator, named Social Catalyst, able to account for the complex and multifaceted nature of the social capital in a unitary measure. We use our indicator, as well as its components, to explore the relation between social capital and electoral participation in the parliamentary elections in Italy from 1994 to 2008, addressing the potential endogeneity bias. Our findings show that (i) the Social Catalyst positively and significantly affects voter turnout in both Chambers; (ii) among the different dimensions of social capital, social norms and associational networks play a prominent role in the Italian regional context.


Author(s):  
Lucas Hafner ◽  
Harald Tauchmann ◽  
Ansgar Wübker

AbstractThis paper analyzes whether moderate weight reduction improves subjective health perception in obese individuals. Besides simple regression models, in a simultaneous equation framework we use randomized monetary weight loss incentives as instrument for weight change, to address possible endogeneity bias. In contrast to related earlier work that also employed instrumental variables estimation, identification does not rely on long-term, between-individuals weight variation, but on short-term, within-individual weight variation. Yet, our result does not suggest that the simple regressions suffer from much endogeneity bias, since instrumental variables estimation yields similar—though far noisily estimated and statistically insignificant—estimates. In qualitative terms, our results do not contradict previous findings pointing to weight loss in obese individuals resulting in improved subjective health. Our results suggest that a reduction of body weight by one BMI unit is associated with an increase in the probability of reporting self-rated health to be ‘satisfactory’ or better by 3 to 4 percentage points. This finding may encourage obese individuals in their weight loss attempts, since they are likely to be immediately rewarded for their efforts by subjective health improvements.


2021 ◽  
Author(s):  
Jesus Felipe ◽  
John S. L. McCombie ◽  
Aashish Sunil Mehta ◽  
Donna Faye Bajaro

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