scholarly journals Covid-19 Cases Growth and Business Continuity in Indonesia: A Causality Test

2021 ◽  
Vol 8 (2) ◽  
pp. 134
Author(s):  
Silvi Asna Prestianawati ◽  
Axellina Muara Setyanti
Keyword(s):  
Granger Causality ◽  
Business Strategy ◽  
Human Mobility ◽  
Business Strategies ◽  
Business Continuity ◽  
Causality Test ◽  
Active Case ◽  
Daily Data ◽  
Model Author

The objective of this study is to examine the causality between Covid-19 cases growth and business continuity in Indonesia, thus can be formulated the post-Covid business strategies. The Covid-19 cases are modeled into ‘daily case’ and ‘active case’, while business continuity proxied with human mobility to grocery and pharmacy, also to retail and recreation. Using daily data ranging from March to December 2020, the Granger causality results show that there is a bidirectional causality between daily case and grocery-pharmacy business, whereas interestingly there is a unidirectional relationship from retail-recreation business to daily case. In active case model, author found a unidirectional causality from active case to both grocery-pharmacy and retail-recreation business. This research may be used to improve business strategy in order to maintain the business life during the Covid-19 Pandemic in Indonesia.

Tax revenue and economic growth in developing country: an autoregressive distribution lags approach

2020 ◽  
Vol 7 (54) ◽  
pp. 205-217
Author(s):  
Mnaku Honest Maganya
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Testing Procedure ◽  
Gdp Growth ◽  
Bounds Testing ◽  
Causality Test ◽  
Significance Level ◽  
Distributed Lag ◽  
Distributed Lag Model ◽  
The Government

AbstractTanzania, like most other developing countries, faces numerous economic challenges in striving to achieve sustainable economic growth and development through taxation. In the literature, the debate on how effective taxes are as a tool for promoting economic growth and economic development remains inconclusive, as various research have reported mixed effects of tax on economic growth. This article investigates the effect of taxation on economic growth in Tanzania using the recently developed technique of autoregressive distributed lag model (ARDL) bounds testing procedure for the period from 1996 to 2019. Various preliminary tests were conducted including stationary tests as well as the pair-wise Granger causality test. According to the results obtained, domestic goods and services (TGS) taxes are positively related to GDP growth and are statistically significant at 1% level. Income taxes, on the other hand, were found to be negatively related to GDP growth and to be statistically significant at 5% level. The pair-wise Granger causality results indicated that there is bidirectional Granger causality between TGS and GDP growth at 1 % significance level. The government should aim at growing, nurturing and sustaining tax base to positively drive economic growth even further.

Is tracking and modeling Covid-19 infection dynamics for Bangladesh using daily data feasible? (Preprint)

2020 ◽  
Author(s):  
Karar Zunaid Ahsan ◽  
Rashida Ijdi ◽  
Peter Kim Streatfield
Keyword(s):  
Test Results ◽  
Infection Rates ◽  
Causality Test ◽  
Vector Autoregressive Models ◽  
Vector Autoregressive ◽  
Daily Number ◽  
Infection Dynamics ◽  
Daily Data ◽  
Daily Change ◽  
Testing Coverage

UNSTRUCTURED Given the low Covid-19 testing coverage in the country, this study tested whether the daily change in the number of new Covid-19 cases is due to increase (or decrease) in the number of tests done daily. We performed Granger causality test based on vector autoregressive models on Bangladesh case and test numbers between 8 March and 5 June 2020, using publicly available data. The test results show that the daily number of tests Granger-cause the number of new cases (p <0.001), meaning the daily number of new cases is perhaps due to an increase in test capacity rather than a change in the infection rates. From the results of this test we can infer that if the number of daily tests does not increase substantially, data on new infections will not give much information for understanding covid-19 infection dynamics in Bangladesh.

scholarly journals Stock prices and economic activity nexus in OECD countries: new evidence from an asymmetric panel Granger causality test in the frequency domain

2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Veli Yilanci ◽  
Onder Ozgur ◽  
Muhammed Sehid Gorus
Keyword(s):  
Frequency Domain ◽  
Granger Causality ◽  
Stock Prices ◽  
Economic Activity ◽  
Stock Price ◽  
Predictive Power ◽  
Oecd Countries ◽  
Causality Test ◽  
Asymmetric Shocks ◽  
Panel Granger Causality

AbstractThis study investigates the stock price–economic activity nexus in 12 member countries of the Organization for Economic Cooperation and Development (OECD) by employing monthly data over the period 1981:1–2018:3. For this purpose, the study uses Granger causality in the frequency domain in the panel setting by decomposing the symmetric and asymmetric fluctuations. This methodology determines whether the predictive power of interested variables is concentrated on quickly, moderately, or slowly fluctuating components. Our findings show that the stock prices have predictive power for future long-term economic activity in the panel setting. However, economic activity has more reliable information for stock prices for negative components. Additionally, empirical findings for asymmetric shocks are not fully consistent with those of symmetric ones. Besides, the country-specific results provide different causal linkages across members and frequencies. These findings may provide valuable information for policymakers to design proper and effective policies in OECD countries regarding the stock market and economic activity nexus.

scholarly journals Uncertainty Due to Infectious Diseases and Stock–Bond Correlation

Econometrics ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 17
Author(s):  
Konstantinos Gkillas ◽  
Christoforos Konstantatos ◽  
Costas Siriopoulos
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Infectious Diseases ◽  
Granger Causality ◽  
Predictive Value ◽  
High Frequency ◽  
Causal Relation ◽  
Granger Causality Test ◽  
Causality Test ◽  
Non Linear

We study the non-linear causal relation between uncertainty-due-to-infectious-diseases and stock–bond correlation. To this end, we use high-frequency 1-min data to compute daily realized measures of correlation and jumps, and then, we employ a nonlinear Granger causality test with the use of artificial neural networks so as to investigate the predictability of this type of uncertainty on realized stock–bond correlation and jumps. Our findings reveal that uncertainty-due-to-infectious-diseases has significant predictive value on the changes of the stock–bond relation.

scholarly journals R&D Investment, Financial and Environmental Performance Nexuses via Bootstrap Fourier Quantiles Granger Causality Test

Economies ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 85
Author(s):  
Feng-Li Lin
Keyword(s):  
Financial Performance ◽  
Granger Causality ◽  
Environmental Performance ◽  
Co2 Emission ◽  
Positive Relationship ◽  
Granger Causality Test ◽  
Causality Test ◽  
Emission Reductions ◽  
Policy Makers ◽  
D Investment

This study investigated the relationship between R&D investments and financial and environmental performance. The direction, size, and significance of various phases of these variables were generated using the bootstrap Fourier quantiles Granger causality test. In our results, a positive relationship between R&D investment and CO2 emission reductions was found at two tails of quantiles. Additionally, we observed a significantly positive relationship between financial performance and CO2 emission reductions at the 0.5 quantile and above. The correlation between R&D investment and financial performance was identified to be positive under the 0.3, 0.4, 0.5 and 0.9 quantiles and negative under the 0.5 and 0.6 quantiles. The changing linkages among R&D investment, environmental performance and financial performance found in this study provide important information for policy makers, aiding in the development of R&D strategies to upgrade financial and environmental performance simultaneously.

The effect of spillover on the Granger causality test

2010 ◽  
Vol 37 (9) ◽  
pp. 1473-1486 ◽  
Author(s):  
Panagiotis Mantalos ◽  
Ghazi Shukur
Keyword(s):  
Granger Causality ◽  
Granger Causality Test ◽  
Causality Test

The relationship between MNCs’ strategies and executive staffing

2017 ◽  
Vol 25 (2) ◽  
pp. 233-250 ◽  
Author(s):  
Sangeetha Lakshman ◽  
C. Lakshman ◽  
Christophe Estay
Keyword(s):  
International Business ◽  
Business Strategy ◽  
Global Strategy ◽  
Business Strategies ◽  
Future Research ◽  
Research Approach ◽  
Global Integration ◽  
Content Type ◽  
Managerial Implications ◽  
The Relationship

Purpose The purpose of this paper is to examine the relationship of business strategies with executive staffing of multinational companies (MNCs). Design/methodology/approach Based on in-depth interviews conducted with top executives of 22 MNCs’, the authors identify important connections between international business strategies and staffing orientation. The authors used the qualitative research approach of building theory from interviews; thus, creating theoretical propositions from empirical evidence. Findings The authors find that when the pressure for global integration is high, MNCs use more parent-country national (PCNs) (ethnocentric staffing) as against the use of host-country managers (HCNs) (polycentric staffing) when this pressure is low. Additionally, MNCs using a global strategy are more likely to use an ethnocentric staffing approach, those using a multi-domestic strategy use a polycentric approach and firms using transnational strategy adopt a mix of ethnocentric and polycentric approaches. Research limitations/implications Although the authors derive theoretical patterns based on rich qualitative data, their sample is relatively small and comprises mostly of French MNCs. Generalizability to a broader context is limited. However, the authors’ findings have critical implications for future research. Practical implications The authors’ findings provide critical managerial implications for MNCs in matching their HR strategies with business strategies. These are important for effective strategy implementation. Originality/value Although MNC staffing orientations have been studied for a long time, their relationship to international business strategies is still not clearly understood. The authors contribute to the literature by investigating the relationship between MNCs’ business strategy types with staffing orientations.

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