Gross Value Added Multipliers in the Economies of Germany, Poland and Slovakia: a Comparative Input-Output Analysis

Lyubomyr Sozanskyy

Department of Problems of the Real Sector of the Economy of Regions, Dolishniy Institute of Regional Research of the NAS of Ukraine
https://orcid.org/0000-0001-7854-3310


Abstract

The purpose of the study is to compare gross value added (GVA) multiplier effects across economic activities in Germany, Poland and Slovakia and to identify common sectoral regularities and country-specific differences in their composition. Using OECD national input-output tables for 2012 and 2022, the standard Miller–Blair GVA multiplier is decomposed into direct and residual effects. The results show that total multiplier values are relatively similar across the three economies, whereas their composition differs much more clearly. Education, computer programming, health and public administration consistently record some of the highest multipliers and high direct value-added intensity. Motor vehicles and electronics show a contrasting pattern: Poland and especially Slovakia combine lower direct GVA coefficients with higher residual shares than Germany. These manufacturing differences are visible in both observed years. Compared with previously estimated output multipliers, the findings show that stronger gross-production propagation does not necessarily imply a stronger value-added effect, which is relevant for sectoral and industrial-policy assessment.


Keywords:

gross value added multiplier, input-output analysis, Leontief inverse matrix, direct and residual effects, interindustry linkages

Supporting Agencies

This research was carried out within the framework of the scientific project “Modeling of Intersectoral Linkages in the System of Ensuring the Reconstructive Recovery of Ukraine’s Economy”, funded by the National Research Foundation of Ukraine under the Presidential Grant of Ukraine for Doctors of Sciences under the age of 45.


Backinezos, C., Panagiotou, S., & Vourvachaki, E. (2020). Multiplier effects by sector: An input-output analysis of the Greek economy. Bank of Greece Economic Bulletin, 52, 7-28. https://doi.org/10.52903/econbull20205201.   Google Scholar

Cassar, I. P. (2015). Estimates of output, income, value added and employment multipliers for the Maltese economy. Central Bank of Malta Working Paper WP/03/2015. Retrieved from https://www.centralbankmalta.org/file.aspx?f=11220 (29.07.2026).   Google Scholar

Dietzenbacher, E., Lenzen, M., Los, B., Guan, D., Lahr, M. L., Sancho, F., Suh, S., & Yang, C. (2013). Input-output analysis: The next 25 years. Economic Systems Research, 25(4), 369-389. https://doi.org/10.1080/09535314.2013.846902.   Google Scholar

Eurostat. (2008). Eurostat manual of supply, use and input-output tables. Luxembourg: Office for Official Publications of the European Communities. Retrieved from https://ec.europa.eu/eurostat/documents/3859598/5902113/KS-RA-07-013-EN.PDF (10.09.2026).   Google Scholar

Grodzicki, M. J., & Skrzypek, J. (2020). Cost-competitiveness and structural change in value chains – vertically-integrated analysis of the European automotive sector. Structural Change and Economic Dynamics, 55, 276-287. https://doi.org/10.1016/j.strueco.2020.08.009.   Google Scholar

Keček, D., Žajdela Hrustek, N., & Dušak, V. (2016). Analysis of multiplier effects of ICT sectors – a Croatian case. Croatian Operational Research Review, 7(1), 129-145. https://doi.org/10.17535/crorr.2016.0009.   Google Scholar

Koopman, R., Wang, Z., & Wei, S.-J. (2014). Tracing value-added and double counting in gross exports. American Economic Review, 104(2), 459-494. https://doi.org/10.1257/aer.104.2.459.   Google Scholar

Leontief, W. W. (1936). Quantitative input and output relations in the economic system of the United States. The Review of Economics and Statistics, 18(3), 105-125. https://doi.org/10.2307/1927837.   Google Scholar

Leontief, W. W. (1941). The structure of American economy, 1919–1929: An empirical application of equilibrium analysis. Cambridge, MA: Harvard University Press.   Google Scholar

Miller, R. E., & Blair, P. D. (2022). Input-output analysis: Foundations and extensions (3rd ed.). Cambridge: Cambridge University Press. https://doi.org/10.1017/9781108676212.   Google Scholar

OECD. (2025). Input-Output Tables (IOTs), 2025 edition [Data set]. Organisation for Economic Co-operation and Development. Retrieved from https://www.oecd.org/en/data/datasets/input-output-tables.html (29.07.2026).   Google Scholar

Oosterhaven, J., & Stelder, D. (2002). Net multipliers avoid exaggerating impacts: With a bi-regional illustration for the Dutch transportation sector. Journal of Regional Science, 42(3), 533-543. https://doi.org/10.1111/1467-9787.00270.   Google Scholar

Sozanskyy, L. (2026). Output multipliers in the economies of Germany, Poland and Slovakia: A comparative input-output analysis. Olsztyn Economic Journal, 21(1), 97-115. https://doi.org/10.31648/oej.12707.   Google Scholar

Stehrer, R., Rueda-Cantuche, J. M., Amores, A. F., & Zenz, D. (2024). Wrapping input-output multipliers in confidence intervals. Journal of Economic Structures, 13, 17. https://doi.org/10.1186/s40008-024-00331-4.   Google Scholar

Stöllinger, R. (2021). Testing the smile curve: Functional specialisation and value creation in GVCs. Structural Change and Economic Dynamics, 56, 93-116. https://doi.org/10.1016/j.strueco.2020.10.002.   Google Scholar

ten Raa, T. (2005). The economics of input-output analysis. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511610783.   Google Scholar

Timmer, M. P., Dietzenbacher, E., Los, B., Stehrer, R., & de Vries, G. J. (2015). An illustrated user guide to the World Input-Output Database: The case of global automotive production. Review of International Economics, 23(3), 575-605. https://doi.org/10.1111/roie.12178.   Google Scholar

Vukić, L., Mikulić, D., & Keček, D. (2021). The impact of transportation on the Croatian economy: The input-output approach. Economies, 9(1), 7. https://doi.org/10.3390/economies9010007.   Google Scholar

Download


Published
2026-11-04

Cited by

Sozanskyy, L. (2026). Gross Value Added Multipliers in the Economies of Germany, Poland and Slovakia: a Comparative Input-Output Analysis. Olsztyn Economic Journal, 21(2), 71–91. https://doi.org/10.31648/oej.13034

Lyubomyr Sozanskyy 
Department of Problems of the Real Sector of the Economy of Regions, Dolishniy Institute of Regional Research of the NAS of Ukraine
https://orcid.org/0000-0001-7854-3310



License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

An Author declares that his paper has not been published before (under the same or another title, or is a part of another publication) and does not infringe copyrights of other persons**. At the same time, the Author transfers to the Publisher the exclusive right to publish and to circulate this work in print in the form of a non-serial journal publication and in a form of an electronic publication.

Author's statement

The journal is available on Creative Common license CC-BY-NC-ND