Publication: Economy and elderly population, complementary or contradictory: A crosscontinental wavelet coherence and crosscountry Granger causality study
Type:
Article
Date
2023-01-26
Journal Title
Journal ISSN
Volume Title
Publisher
PLOS ONE
Abstract
The aim of this study is to explore the causal relationship between the economy and the
elderly population globally as well as continent-wise. This research was designed as a continent-wide study to investigate the differences between several regions simultaneously. The
economy was measured by the Gross Domestic Product (GDP) per capita growth rate while
the population aged above 65 as a percentage of the total was considered the elderly population. A panel dataset published by the World Bank for a period of six decades from 1961 to
2020 covering 84 countries was used as data for the analysis. Wavelet coherence was the
methodology used for the study since it was considered suitable to present causality as well
as the causal direction between the two variables for different sections during the six
decades. Thereafter, Granger causality was applied for a cross-country analysis to gain further insights on the causality of individual countries over the years. Findings of the study
reveal that the causality and its direction have been changing over time for most continents.
Negative correlations with the leading variable interchanging with time are evident for the
majority of the regions. Nevertheless, results indicate that in a global perspective, elderly
population predominantly leads the economic growth with a positive correlation. Research
approach allows ascertaining the short-term and medium-term changes that occurred concerning the direction of the relationship throughout the stipulated period of the study, which
could not be drawn by any previous study. Even though region-wise literature is available on
this topic, global studies for decades have not been conducted yet.
Description
Keywords
Economy, elderly population, complementary, contradictory, crosscontinental wavelet, causality study, crosscountry Granger
Citation
: Galappaththi K, Jayathilaka R, Rajamanthri L, Jayawardhana T, Anuththara S, Nimnadi T, et al. (2023) Economy and elderly population, complementary or contradictory: A cross-continental wavelet coherence and crosscountry Granger causality study. PLoS ONE 18(1): e0278716. https://doi.org/10.1371/journal. pone.0278716
