Araştırma Makalesi

The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach

Cilt: 12 Sayı: 1 20 Ekim 2026
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The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach

Öz

This study aims to empirically examine whether the relationship between changes in health expenditures and economic growth exhibits a non-linear structure depending on changes in the ratio of energy tax revenues to GDP. In this context, annual data for the 2014–2021 period across 27 European countries are analyzed using a panel threshold regression method capable of uncovering structural differences across regimes. The empirical findings indicate that the rate of change in the energy tax revenue-to-GDP ratio serves as a statistically significant threshold variable in the model, exhibiting multi-threshold characteristics. Accordingly, the macroeconomic impacts of shifts in health expenditures on economic growth vary across regimes depending on the identified threshold values. In the first regime, characterized by a substantial decline in the energy tax revenue-to-GDP ratio, the effect of changes in health expenditures on growth is not statistically significant. Conversely, in the second regime, where the reduction in the energy tax revenue-to-GDP ratio is moderate, the negative impact of shifts in health expenditures on growth reaches its peak intensity. In the third regime, which encompasses minor declines, zero change, or positive changes in the energy tax revenue-to-GDP ratio, the negative effect persists, albeit with a diminished coefficient magnitude. In conclusion, the study demonstrates that the macroeconomic reflections of the interaction between energy tax revenue dynamics and health expenditures are non-linear and display regime-dependent asymmetric patterns.

Anahtar Kelimeler

Destekleyen Kurum

None.

Etik Beyan

The study did not involve the collection of primary data or any content containing personal data through surveys, interviews, observations, or experiments with participants. Therefore, ethical approval was not required.

Kaynakça

  1. Aboubacar, B., & Xu, D. (2017). The impact of health expenditure on economic growth in Sub-Saharan Africa. Theoretical Economics Letters, 7(3), 615-622.
  2. Bakare, A. S., & Olubokun, S. (2011). Health care expenditure and economic growth in Nigeria: An empirical study. Journal of Emerging Trends in Economics and Management Sciences, 2(2), 83-87.
  3. Beraldo, S., Montolio, D., & Turati, G. (2009). Healthy, educated and wealthy: A primer on the impact of public and private welfare expenditures on economic growth. Journal of Socio-Economics, 38(6), 946–956.
  4. Bhargava, A., Jamison, D. T., Lau, L., & Christopher J. L. (2001). Modeling the effects of health on economic growth. Journal of Health Economics, 20(3), 423-440.
  5. Boussalem, F., Boussalem, Z., & Taiba, A. (2014). The relationship between public spending on health and economic growth in Algeria: Testing for cointegration and causality. International journal of business and management, 2(3), 25-39.
  6. Chan, K.S. (1993). Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model. Annals of Statistics, 21, 520-533.
  7. Chang, K., & Ying, Y.H. (2006). Economic growth, human capital investment, and health expenditure: A study of OECD countries. Hitotsubashi Journal of Economics, 47(1), 1-16.
  8. Chen, C., Pinar, M., & Stengos, T. (2020). Renewable energy consumption and economic growth nexus: Evidence from a threshold model. Energy Policy, 139, 111295.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Maliye Politikası, Kamu Maliyesi

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

20 Ekim 2026

Gönderilme Tarihi

7 Temmuz 2026

Kabul Tarihi

20 Eylül 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 12 Sayı: 1

Kaynak Göster

APA
Kurt, M., & Kazdal, A. (2026). The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach. Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi, 12(1). https://doi.org/10.22466/acusbd.1988691
AMA
1.Kurt M, Kazdal A. The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach. AÇÜ U Sos Bil Der. 2026;12(1). doi:10.22466/acusbd.1988691
Chicago
Kurt, Mustafa, ve Abdullah Kazdal. 2026. “The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach”. Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi 12 (1). https://doi.org/10.22466/acusbd.1988691.
EndNote
Kurt M, Kazdal A (01 Ekim 2026) The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach. Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi 12 1
IEEE
[1]M. Kurt ve A. Kazdal, “The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach”, AÇÜ U Sos Bil Der, c. 12, sy 1, Eki. 2026, doi: 10.22466/acusbd.1988691.
ISNAD
Kurt, Mustafa - Kazdal, Abdullah. “The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach”. Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi 12/1 (01 Ekim 2026). https://doi.org/10.22466/acusbd.1988691.
JAMA
1.Kurt M, Kazdal A. The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach. AÇÜ U Sos Bil Der. 2026;12. doi:10.22466/acusbd.1988691.
MLA
Kurt, Mustafa, ve Abdullah Kazdal. “The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach”. Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi, c. 12, sy 1, Ekim 2026, doi:10.22466/acusbd.1988691.
Vancouver
1.Mustafa Kurt, Abdullah Kazdal. The Relationship Between Health Expenditures and Growth Under Regimes Determined by Changes in Energy Taxes: A Panel Threshold Regression Approach. AÇÜ U Sos Bil Der. 01 Ekim 2026;12(1). doi:10.22466/acusbd.1988691

Artvin Çoruh Üniversitesi Uluslararası Sosyal Bilimler Dergisi

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