Nonlinear Inflation Regimes and Per-Capita Growth: Comparative Evidence from China and the Philippines (1987-2024)
DOI:
https://doi.org/10.65166/t70qvn52Keywords:
Inflation regimes, GDP per capita growth, threshold model, nonlinear macroeconomics, China, PhilippinesAbstract
This paper examines whether the relationship between inflation and GDP per-capita growth is better characterized as nonlinear and regime-dependent rather than strictly linear in China and the Philippines. Using annual World Development Indicators data for 1987–2024, the study estimates country-specific linear benchmark models and threshold-based regime models with inflation as the threshold variable and trade openness as a supporting control. The results show that the threshold specification improves model fit in both countries, indicating that the inflation-growth relationship changes across inflation environments. However, the substantive pattern of this regime dependence differs sharply between the two cases. For China, the estimated inflation threshold is 3.05%; inflation is negatively associated with per-capita growth below this threshold but positively associated with growth above it. For the Philippines, the baseline threshold is 2.72%, and inflation is negatively associated with per-capita growth in both regimes. A robustness check excluding the pandemic year 2020 shifts the Philippine threshold upward to 9.23% while preserving the negative sign in both regimes. These findings do not support a single common threshold at which inflation uniformly becomes growth-reducing in both countries. Instead, they suggest that inflation regimes are country-specific and must be interpreted in relation to macroeconomic structure, historical growth composition, and exceptional shock periods. The paper concludes that threshold-based analysis remains useful, but its policy interpretation should be context-sensitive rather than universal.
Downloads
References
Adaramola, A. O., & Dada, O. (2020). Impact of inflation on economic growth: evidence from Nigeria. Investment Management and Financial Innovations, 17(2), 1. https://doi.org/10.21511/imfi.17(2).2020.01
Ahmmed, M., Uddin, Md. N., Rafiq, Md. R. I., & Uddin, M. J. (2020). Inflation and economic growth link – multi-country scenario. International Journal of Economics and Financial Issues, 10(4), 47. https://doi.org/10.32479/ijefi.9942
AKKEMİK, K. A. (2015). Rapid economic growth and its sustainability in China. DergiPark (Istanbul University). https://dergipark.org.tr/tr/pub/perception/issue/48962/624618
Aladejare, S. A., & Musa, M. A. (2022). Does rising resources income, consumer prices, government outlay, and globalisation hinder Africa's sustainable development? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4296838
Alberola, E., Estrada, Á., & Santabárbara, D. (2013). Growth beyond imbalances: Sustainable growth rates and output gap reassessment. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2338504
Alfonso, G. (2018). Value and size effects in the stock market of the Philippines. International Journal of Financial Research, 9(2), 191. https://doi.org/10.5430/ijfr.v9n2p191
Allon-Pineda, J. C. S., Ocampo, J. C. G., & Santos, E. (2025). Second-round effects and asymmetry in oil and food price shocks to inflation. Latin American Journal of Central Banking, 100180. https://doi.org/10.1016/j.latcb.2025.100180
Alnaa, S. E., & Matey, J. (2024). Assessing the effects of macroeconomic variables on economic welfare in Ghana. Management and Economics Review, 9(1), 138. https://doi.org/10.24818/mer/2024.01-09
Anagaw, T. (2023). Review on: Effect of inflation on economic growth in Ethiopia. American Journal of Applied Statistics and Economics, 2(1), 7. https://doi.org/10.54536/ajase.v2i1.1658
Asfuroğlu, D. (2021). The determinants of inflation in emerging markets and developing countries: A literature review. Anadolu Üniversitesi Sosyal Bilimler Dergisi, 21(2), 483. https://doi.org/10.18037/ausbd.959251
Atento, R. G. (2025). The credibility imperative 2025: Governance integrity, economic resilience, and strategic adaptability in Philippine diplomacy. International Journal of Health & Business Analytics, 1(2). https://doi.org/10.65166/6amaz997
Ayyoub, M., & Wörz, J. (2019). Inflation-growth nexus in developing economies: New empirical evidence from a disaggregated approach. International Journal of Finance & Economics, 26(1), 241. https://doi.org/10.1002/ijfe.1787
Azam, M., & Khan, S. (2020). Threshold effects in the relationship between inflation and economic growth: Further empirical evidence from the developed and developing world. International Journal of Finance & Economics, 27(4), 4224. https://doi.org/10.1002/ijfe.2368
Baer, W. (1967). The inflation controversy in Latin America: A survey. Latin American Research Review, 2(2), 3. https://doi.org/10.1017/s0023879100015144
Bastian, E. F., Charles, S., & Marie, J. (2024). Inflation regimes and hyperinflation: A post-Keynesian/structuralist typology. Cambridge Journal of Economics, 48(4), 681. https://doi.org/10.1093/cje/beae009
Bastian, E. F., & Setterfield, M. (2015). A simple analytical model of the adverse real effects of inflation. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2653131
Bocchi, A. M. (2008). Rising growth, declining investment: The puzzle of the Philippines. World Bank Policy Research Working Paper No. 4472. https://econpapers.repec.org/RePEc:wbk:wbrwps:4472
Borio, C., & White, W. R. (2004). Whither monetary and financial stability? The implications of evolving policy regimes. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.901387
Cabras, S., & Morales, J. (2006). Extreme value analysis within a parametric outlier detection framework. Applied Stochastic Models in Business and Industry, 23(2), 157. https://doi.org/10.1002/asmb.660
Calabrese, L., Jenkins, R., & Lombardozzi, L. (2024). The Belt and Road Initiative and dynamics of structural transformation. European Journal of Development Research, 36(3), 515. https://doi.org/10.1057/s41287-024-00644-x
Chang, C., Chen, K., Waggoner, D. F., & Zha, T. (2016). Trends and cycles in China's macroeconomy. NBER Macroeconomics Annual, 30(1), 1. https://doi.org/10.1086/685949
Chowdhury, A., & Sundaram, J. K. (2023). Inflation phobia, myths and dogma exacerbate policy responses. Review of Keynesian Economics, 11(2), 147. https://doi.org/10.4337/roke.2023.02.03
Chu, J. F., Sek, S. K., & Ismail, M. T. (2019). Threshold effects of inflation on economic growth: Evidence from a static threshold analysis for 18 developed economies. AIP Conference Proceedings, 2184, 50001. https://doi.org/10.1063/1.5136389
ÇİÇEN, Y. B. (2023). The nexus between institutional quality and inflation in emerging markets: A panel causality test with a Fourier function. Ekonomika, 102(1), 140. https://doi.org/10.15388/ekon.2023.102.1.8
Corsetti, G., & Pesenti, P. (2005). The simple geometry of transmission and stabilization in closed and open economies. NBER Working Paper No. 11341. https://doi.org/10.3386/w11341
Cuaresma, J. C., & Silgoner, M. A. (2013). Economic growth and inflation in Europe: A tale of two thresholds. JCMS Journal of Common Market Studies, 52(4), 843. https://doi.org/10.1111/jcms.12117
Deaton, A. (2023). The economy: Much more than money. Frontiers for Young Minds, 11. https://doi.org/10.3389/frym.2023.1131591
Durguti, E. (2024). Panel estimating effects of macroeconomic determinants on inflation: Evidence of Western Balkan. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4961686
Erceg, C. J., Gust, C., & López-Salido, D. (2007). The transmission of domestic shocks in the open economy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1066743
Ferreira, C., Leiva, J. M., Nuño, G., Ortiz, Á., Rodrigo, T., & Vazquez, S. (2023). The heterogeneous impact of inflation on households balance sheets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4676772
Fischer, S., & Modigliani, F. (1978). Towards an understanding of the real effects and costs of inflation. NBER Working Paper No. 0303. https://doi.org/10.3386/w0303
Frenkel, J. A. (2018). Reflections on central banking, protectionism and globalization. Russian Journal of Money and Finance, 77(1), 108. https://doi.org/10.31477/rjmf.201801.108
Ibarra, R., & Trupkin, D. (2015). Reexamining the relationship between inflation and growth: Do institutions matter in developing countries? Economic Modelling, 52, 332. https://doi.org/10.1016/j.econmod.2015.09.011
Inflation: Causes and effects. (1983). Journal of Macroeconomics, 5(3), 374. https://doi.org/10.1016/0164-0704(83)90073-3
Inflation volatility: An Asian perspective. (2009). SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1526959
Islamiah, N. (2024). Macroeconomics and social inequality: Examining the role of purchasing power in affecting income and poverty levels. Golden Ratio of Data in Summary, 5(1), 38. https://doi.org/10.52970/grdis.v5i1.833
Kikkawa, A., Gaspar, R., Kim, K., Mariasingham, M., & Zamora, C. M. (2024). Measuring the contribution of international remittances to household expenditures and economic output: A micro-macro analysis for the Philippines. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4714231
Maher, M. (2023). Inflation threshold in the context of structural breaks: Evidence from Egypt using the logistic smooth transition regression approach. Journal of Economic Integration, 38(3), 496. https://doi.org/10.11130/jei.2023.38.3.496
Mandeya, S. M. T., & Ho, S. (2022). Inflation, inflation uncertainty and the economic growth nexus: A review of the literature. Folia Oeconomica Stetinensia, 22(1), 172. https://doi.org/10.2478/foli-2022-0009
McKay, H. (2011). China's turbulent half-decade. In ANU Press eBooks. ANU Press. https://doi.org/10.22459/rc.06.2011.02
Miar, M. (2025). Achieving wellbeing through economic growth and the role of social factors in sustainable development. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-01947-7
Milošević, D., & Marjanović, V. (2022). Specific aspects of the economic policy in the conditions of the COVID-19 pandemic. Economic Themes, 60(2), 205. https://doi.org/10.2478/ethemes-2022-0012
Murphy, D. (2011). Does a rising tide lift all boats? Welfare consequences of asymmetric growth. University of Michigan Research Seminar in International Economics Working Paper No. 629.
Mweene, S. N., & Peter, S. (2025). Analyzing the effects of inflation on households' economic situation in Zambia: A case study of Mufulira District. International Journal of Advanced Multidisciplinary Research and Studies, 5(2), 8. https://doi.org/10.62225/2583049x.2025.5.2.3804
Política antiinflacionaria en un contexto de creciente volatilidad en los precios internacionales de productos básicos. (2016). In Libros de la CEPAL (p. 191). United Nations. https://doi.org/10.18356/b4db9814-es
Quartey, P. (2010). Price stability and the growth maximizing rate of inflation for Ghana. Modern Economy, 1(3), 180. https://doi.org/10.4236/me.2010.13021
Quinto, L., & Atento, R. G. (2025). Economic growth and developmental equity in four ASEAN economies: Linking macroeconomic trends to employment and child nutrition (1999–2024). https://doi.org/10.65166/nq75nv94
Rasiah, R., & Nazeer, N. (2016). Comparing industrialization in Pakistan and the East Asian economies. The Lahore Journal of Economics, 21, 167. https://doi.org/10.35536/lje.2016.v21.isp.a7
Rasyid, M., Kristina, A., & Purwanti, P. A. P. (2021). Optimal price level under slowing economic performance using simple growth-inflation threshold models. KnE Social Sciences. https://doi.org/10.18502/kss.v5i8.9342
Reimers, H., Gerdesmeier, D., & Roffia, B. (2023). Investigating the inflation-output nexus for the Euro Area: Old questions and new results. Economies, 11(11), 265. https://doi.org/10.3390/economies11110265
Reyes, C. M., Sobreviñas, A., Bancolita, J. E., & de Jesus, J. (2010). Analysis of the impact of changes in the prices of rice and fuel on poverty in the Philippines. DLSU Business & Economics Review, 20(1). https://doi.org/10.3860/ber.v20i1.1669
Rückkehr der Inflation? (2008). Wirtschaftsdienst, 88(6), 355. https://doi.org/10.1007/s10273-008-0804-8
Saraiva, P. J., de Paula, L. F., & de Modenesi, A. M. (2019). Da grande moderação a grande recessão: Algumas considerações acerca da construção e revisão do novo consenso macroeconômico a partir da crise de 2007-2008. Geosul, 34(70), 261. https://doi.org/10.5007/2177-5230.2019v34n70p261
Seleteng, M., Bittencourt, M., & van Eyden, R. (2012). Non-linearities in inflation-growth nexus in the SADC region: A panel smooth transition regression approach. Economic Modelling, 30, 149. https://doi.org/10.1016/j.econmod.2012.09.028
Storm, S. (2022). Inflation in the time of corona and war: The plight of the developing economies. INET Working Paper No. 192. https://doi.org/10.36687/inetwp192
Structural change trajectories and industrial policy approaches: A proposal based on the Argentine experience. (2016). In Libros de la CEPAL (p. 393). United Nations. https://doi.org/10.18356/34c8ea2b-en
Суharев, О., & Voronchikhina, E. (2019). Structural analysis of economic growth in China: International comparison context. St Petersburg University Journal of Economic Studies, 35(4), 543. https://doi.org/10.21638/spbu05.2019.403
Taylor, L. D. (2022). Analysis of impacts of inflation on the distribution of household consumption expenditures. Canadian Journal of Agricultural Economics, 70(3), 239. https://doi.org/10.1111/cjag.12315
Yusuf, S. (1994). China's macroeconomic performance and management during transition. The Journal of Economic Perspectives, 8(2), 71. https://doi.org/10.1257/jep.8.2.71
Zheng, Z., Huang, C., & Yang, Y. (2019). Inflation and growth: A non-monotonic relationship in an innovation-driven economy. Macroeconomic Dynamics, 25(5), 1199. https://doi.org/10.1017/s1365100519000622
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Shuangxin Chen, PhD, Ramon George O. Atento, PhD (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Authors retain copyright of their articles but grant the International Journal of Health & Business Analytics (IJHBA) the right of first publication.