Resiliency of healthcare expenditure to income shock: Evidence from dynamic heterogeneous panels.

Using the World Bank data over the period of 1960-2019, this study aims at estimating the resiliency of health expenditures against gross domestic product (GDP). Long-run and short-run elasticities are calculated using the type of panel time series methods that are exclusively designed for dynamic heterogeneous panels: Mean Group, Pooled Mean Group, and Dynamic Fixed Effects estimators. These methods permit better estimations of elasticity with considerable heterogeneity across the 177 countries included in this study. Along with a standard elasticity estimation, this study estimates country-specific long-run and short-run elasticities along with error correction components. The study finds that the long-run elasticity of income is very close to unity, but short-run coefficients are insignificant for most nations. In addition, most countries revert to long-run equilibrium reasonably quickly if there is shock as the error correction coefficients are negative and, in many cases, very close to one. While for most developed countries, the short-run elasticities are lower in comparison with the short-run elasticities of developing countries indicating that many developing countries may face a larger decrease in health expenditure with the forecasted decline in income due to impending economic recession. Therefore, although this study is not directly intended to capture the post-COVID-19 effects, the study estimates may project the potential responses in health expenditure across countries due to potential income shocks.

The daily price and income elasticity of natural gas demand in Europe

Data from 15 European countries is analysed to provide novel estimates of daily own-price, cross-price and income elasticities of natural-gas-demand from 2016 to 2020. The results show that: first, there is a strong-seasonal component in the October–February period during which residential-demand has a higher share on total demand, and gas price is not a determinant factor for most of the countries. This seasonal profile makes price-based tools more effective modifying end-consumer behaviours from March to August when estimated own-price elasticities present larger values in absolute terms. Second, there are estimated positive own-price elasticities from October to February in Bulgaria, Luxemburg, Poland, the UK, and Portugal. The first four countries present natural gas prices below the EU-28 average during the analysed period and it is argued that positive elasticities may reflect a disconnection between the price traded on the organized markets and the real price perceived by end-customers. For Portugal, who is currently carrying out a very aggressive policy to become coal-free by the end of 2021, natural gas and coal are mainly consumed in power sector to provide flexibility and back up renewable generation. The limited alternatives to provide these services may explain why coal and natural gas are found to be complementary. Finally, it is found that lockdowns due to covid-19 highly impacted on natural gas demand, confirming for the first time in the literature a “double heating effect”. Our results help to find when price-based tools by policymakers will influence more effectively natural-gas-demand following economic and environmental goals. © 2022 The Authors

Price and income elasticity of natural gas demand in Europe and the effects of lockdowns due to Covid-19

We analyse a panel of 25 European-countries to provide novel estimates of monthly own-price, cross-price, and income elasticities of natural-gas-demand from 2005 to 2020. We find that: first, there is an European Standard Behaviour (ESB) with a strong-seasonal component. Second, we identify three different patterns from the ESB: 1) France, Denmark and Estonia present slightly positive elasticities in the short-run and a lack of sensitivity to own-price variations in the long-run –we argue this phenomenon is due to a higher weight of heating demand-. 2) Latvia presents a lower sensitivity to own-price variations than the ESB -we argue due to the role of natural gas as a unique backup technology in the power sector-. 3) In Portugal, natural gas showed the highest own-price elasticities – we argue that natural gas is used mainly in the power sector with substitutive technologies-. Finally, we find that Covid-19-lockdowns highly impacted natural-gas-demand, confirming the “double-heating-effect”.

HOUSEHOLDS’ CONSUMPTION PATTERN AND SAVING – EVIDENCE FOR THE FIRST YEAR OF THE COVID-19 PANDEMIC IN BULGARIA2

Households’ saving jumped up in 2020 as a response to the outburst of the Covid-19 pandemic. The objective of the paper is to analyse the mechanism behind the hike in households’ saving through the changes in their consumption pattern. The analysis makes use of the households’ budget survey annual data for the period 2008-2020 for Bulgaria. Households’ downward adjustment in spending in 2020 followed the pattern of 2009-2010, but the reduction was more pronounced in expenditures on recreation, culture, and education (related both to the Covid-19 restrictive government measures and self-restrain from consumption caused by enhanced health risk) and spending on health (self-restraint). A supposition may be drawn that the enhanced health risk perception and self-restraint might contribute to a relatively elevated saving rate. Subdued consumption of services, most affected by Covid-19 restrictive measures, might sustain at least in the near future and slow down the overall growth rate. Policy measures to boost consumption, particularly of services, may be ineffective. © 2022, Bulgarska Akademiya na Naukite. All rights reserved.

Does Distance Matter for Trade in Services? The Case of Interprovincial Trade in Canada

We examine the impact of geographic distance, economic size, and jurisdictional borders on Canadian interprovincial trade in services at the industry level. Using a gravity model, we find that the average elasticity of service trade with respect to distance is − 1.1, which coincides with the median estimate of average elasticity of merchandise trade with respect to distance. However, the point estimates of the elasticity of distance are significantly higher in magnitude in Arts and Health, while distance matters much less for Telecommunications and Information Technology. We also find that the elasticity of trade with respect to exporter and importer gross domestic product is highly industry specific. Our findings suggest that distance is still a key determinant of service trade and the income elasticity of demand is heterogeneous within the service sector.

An Empirical Analysis of Income Elasticity of Out-of-Pocket Healthcare Expenditure in Mauritius.

A free universal healthcare provision exists in Mauritius. Yet the share of out-of-pocket healthcare expenditure out of total household expenditure has been growing over time. This study estimates income elasticity of out-of-pocket healthcare expenditure using Mauritian household data within an Engel curve framework. In the absence of longitudinal data on out-of-pocket healthcare expenditure patterns, the study proposes the application of the pseudo-panel approach using cross-sectional Household Budget Survey waves from 1996/97 to 2017. Income elasticity of out-of-pocket healthcare expenditure is estimated to be 0.938, which is just below unity. This implies that out-of-pocket healthcare demand is not considered to be a luxury, but a necessity in Mauritius. In order to see the differences in income elasticities by income groups, separate regressions are estimated for each income quartile over different years. The results indicate that income elasticities of out-of-pocket healthcare expenditure vary non-monotonically.