Quantifying the green skills potential in the polish economy – An empirical analysis
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Keywords

green skills
green jobs
potential for green skills creation
BAEL
KZiS

How to Cite

Gajdos, A., & Antczak, E. (2024). Quantifying the green skills potential in the polish economy – An empirical analysis. Economics and Environment, 89(2), 771. https://doi.org/10.34659/eis.2024.89.2.771

Abstract

In this study, we employ a stepwise empirical approach to identify key occupational groups for green job (GJ) creation in Poland. We use the operating register of economic entities (REGON) and Polish Labor Force Survey (BAEL) data from the period 2015-2022. The changes in REGON reflect a proxy of changes in GJ stock in sectors of economic activity (PKD-2007). We estimate trends of green employment. Most sectors and many occupational groups have seen increases in GJ, except for agriculture, where the downward trend in employment has had a significant influence on the green labour market. Our findings will be useful when formulating policy recommendations for educational institutions, employment institutions, local governments, government institutions, investors, employers and students.

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References

Aceleanu, M., Serban, A., & Burghelea, C. (2015). “Greening” the Youth Employment—A Chance for Sustainable Development. Sustainability, 7(3), 2623-2643. https://doi.org/10.3390/su7032623

Allan, G. J., & Ross, A. G. (2019). The characteristics of energy employment in a system-wide context. Energy Economics, 81, 238-258. https://doi.org/10.1016/j.eneco.2019.03.017

Antczak, E. (2021). Analyzing Spatiotemporal Development of Organic Farming in Poland. Sustainability, 13(18), 10399. https://doi.org/10.3390/su131810399

Antczak, E., & Gajdos, A. (2023). Key economic sectors for green job creation in Poland – an empirical analysis. Economics and Environment, 85(2), 68-89. https://doi.org/10.34659/eis.2023.85.2.599

Antczak, E., Rzeńca, A., & Sobol, A. (2023). Green cities in Poland – comparative analysis based on the composite measure of development. Wiadomości Statystyczne. The Polish Statistician, 68(11), 23-47. https://doi.org/10.59139/ws.2023.11.2 (in Polish).

Arendt, Ł., & Gajdos, A. (2018). Zmiany w strukturze zawodowej w Polsce do 2022 roku—czy rynek pracy podąża w kierunku polaryzacji? Problemy Polityki Społecznej. Studia i Dyskusje, 42(3), 71-94. https://cejsh.icm.edu.pl/cejsh/element/bwmeta1.element.desklight-8b40a963-d4cc-4384-9f66-d2b76100e1f2/c/PPS-42-71-94.pdf (in Polish).

Arendt, Ł., & Kwiatkowski, E. (2023). Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie. Ekonomista, 2, 195-216. https://doi.org/10.52335/ekon/166248 (in Polish).

Auktor, G. (2021). Green Industrial Skills for a Sustainable Future. https://www.unido.org/sites/default/files/files/2021-02/LKDForum-2020_Green-Skills-for-a-Sustainable-Future.pdf

Cedefop. (2021). The green employment and skills transformation: insights from a European Green Deal skills forecast scenario. http://data.europa.eu/doi/10.2801/112540

Ciliberto, C., Szopik‐Depczyńska, K., Tarczyńska‐Łuniewska, M., Ruggieri, A., & Ioppolo, G. (2021). Enabling the Circular Economy transition: a sustainable lean manufacturing recipe for Industry 4.0. Business Strategy and the Environment, 30(7), 3255-3272. https://doi.org/10.1002/bse.2801

CISL. (2020). Working towards a climate neutral Europe: jobs and skills in a changing world. https://www.corporateleadersgroup.com/reports-evidence-and-insights/Jobs-and-skills-in-a-changing-world

Consoli, D., Marin, G., Marzucchi, A., & Vona, F. (2016). Do green jobs differ from non-green jobs in terms of skills and human capital? Research Policy, 45(5), 1046-1060. https://doi.org/10.1016/j.respol.2016.02.007

Dell’Anna, F. (2021). Green jobs and energy efficiency as strategies for economic growth and the reduction of environmental impacts. Energy Policy, 149, 112031. https://doi.org/10.1016/j.enpol.2020.112031

Dierdorff, E., Norton, J., Drewes, D., Kroustalis, C., Rivkin, D., & Lewis, P. (2009). Greening of the world of work: Implications for O* NET®-SOC and new and emerging occupations. North Carolina: National Center for O*NET Development. https://www.researchgate.net/publication/267376382_Greening_of_the_World_of_Work_Implications_for_ONET_R_-SOC_and_New_and_Emerging_Occupations

EEA. (2023a). EEA single programming document 2024-2026. https://www.eea.europa.eu/publications/eea-single-programming-document-2024-2026

EEA. (2023b). Employment in the environmental goods and services sector. https://www.eea.europa.eu/en/analysis/indicators/employment-in-the-environmental-goods

Elliott, R. J., & Lindley, J. K. (2017). Environmental Jobs and Growth in the United States. Ecological Economics, 132, 232-244. https://doi.org/10.1016/j.ecolecon.2016.09.030

ETF. (2023). Skills for the green transition. https://www.etf.europa.eu/en/publications-and-resources/publications/skills-green-transition

European Commission. (2019). Employment and social developments in Europe 2019: sustainable growth for all: choices for the future of Social Europe. https://data.europa.eu/doi/10.2767/305832

European Commission. (2021). European Construction Sector Observatory. Country Profile Poland. https://single-market-economy.ec.europa.eu/system/files/2021-11/ECSO_CFS%20Poland_2021.pdf

European Commission. (2021a). European green deal: delivering on our targets. https://data.europa.eu/doi/10.2775/373022

European Commission. (2023). Organic farming in the EU: a decade of growth. https://agriculture.ec.europa.eu/news/organic-farming-eu-decade-growth-2023-01-18_en

European Commission. (2024). Poland's Recovery and Resilience Plan. https://commission.europa.eu/document/download/2159a609-248d-4b1e-b415-223e39a5842f_en?filename=Recovery_and_resilience_FS_PL.pdf

Fernández Alvarez, C., & Molnar, G. (2021). What is behind soaring energy prices and what happens next? https://www.iea.org/commentaries/what-is-behind-soaring-energy-prices-and-what-happens-next

Gajdos, A. (2014). Spatial Analysis of Human Capital Structures. Comparative Economic Research-Central and Eastern Europe, 17(4), 43-54. https://doi.org/10.2478/cer-2014-0031

Gajdos, A., & Lewandowska-Gwarda, K. (2022). Analizy i prognozy polskiego rynku pracy. Przekrój grup zawodowych. Łódź: Uniwersytet Łódzki. (in Polish).

Gajdos, A., & Żmurkow, E. (2012). Skilled Personnel Supply and the Prospects for Regional Innovative Development in Poland. Comparative Economic Research-Central and Eastern Europe, 15(4), 45-58. https://doi.org/10.2478/v10103-012-0025-7

Gajdos, A., Arendt, Ł., Balcerzak, A. P., & Pietrzak, B. (2020). Future Trends of Labour Market Polarisation in Poland. The Perspective of 2025. Transformations in Business & Economics, 19(3), 114-135. https://www.researchgate.net/publication/348590904_Future_Trends_of_Labour_Market_Polarisation_in_Poland_The_Perspective_of_2025

Godinho, C. (2022). What do we know about the employment impacts of climate policies? A review of the ex post literature. WIREs Climate Change, 13(6). https://doi.org/10.1002/wcc.794

Grigorescu, A., Munteanu, I., Dumitrica, C. D., & Lincaru, C. (2023). Development of a Green Competency Matrix Based on Civil Servants’ Perception of Sustainable Development Expertise. Sustainability, 15(18), 13913. https://doi.org/10.3390/su151813913

Grzywińska-Rąpca, M., & Markowski, L. (2018). Employment and Economic Entities in the Polish Financial Sector From 2005-2016. Econometrics, 22(1), 79-93. https://doi.org/10.15611/eada.2018.1.06

Hanna, R., Heptonstall, P., & Gross, R. (2024). Job creation in a low carbon transition to renewables and energy efficiency: a review of international evidence. Sustainability Science, 19(1), 125-150. https://doi.org/10.1007/s11625-023-01440-y

Igliński, B., Pietrzak, M. B., Kiełkowska, U., Skrzatek, M., Gajdos, A., Zyadin, A., & Natarajan, K. (2022). How to Meet the Green Deal Objectives - Is It Possible to Obtain 100% RES at the Regional Level in the EU? Energies, 15(6), 2296. https://doi.org/10.3390/en15062296

IJHARS. (2024). Rolnictwo ekologiczne. https://www.gov.pl/web/ijhars (in Polish).

ILO. (2016). What is a green job? https://www.ilo.org/resource/article/what-green-job

ILO. (2019). Skills for a greener future: a global view based on 32 country studies. https://www.ilo.org/wcmsp5/groups/public/---ed_emp/documents/publication/wcms_732214.pdf

ILO. (2023). Transformative change and SDG 8: The critical role of collective capabilities and societal learning. https://www.ilo.org/global/publications/books/WCMS_893832/lang--en/index.htm

ILO. (2024). International Standard Classification of Occupations (ISCO). https://ilostat.ilo.org/methods/concepts-and-definitions/classification-occupation/

IRENA. (2023). Renewable energy and jobs: Annual review 2023. https://www.irena.org/Publications/2023/Sep/Renewable-energy-and-jobs-Annual-review-2023

Kociszewski, K., Graczyk, A., Sobocińska, M., Krupowicz, J., & Mazurek-Łopacińska, K. (2023). Changes in the Polish market for agricultural organic products. Economics and Environment, 84(1), 259-286. https://doi.org/10.34659/eis.2023.84.1.547

Konfederacja Lewiatan. (2022). Zielone kompetencje i miejsca pracy w Polsce w perspektywie 2030 roku. https://lewiatan.org/wp-content/uploads/2022/09/RAPORT_zielone_kompetencje-1.pdf (in Polish).

Miniszewski, M., Strzelecki, J., & Wąsiński, M. (2020). Poland on the map of “green” trade. https://pie.net.pl/wp-content/uploads/2022/08/Zielony-handel-ENG.pdf

Pavlova, M. (2019). Emerging environmental industries: impact on required skills and TVET systems. International Journal of Training Research, 17(1), 144-158. https://doi.org/10.1080/14480220.2019.1639276

Pegels, A., & Lütkenhorst, W. (2014). Is Germany׳s energy transition a case of successful green industrial policy? Contrasting wind and solar PV. Energy Policy, 74, 522-534. https://doi.org/10.1016/j.enpol.2014.06.031

Pietrzak, M. B., Gajdos, A., & Arendt, L. (2017). Assessment of socio-economic development in Poland in the years 2010-2015. Proceedings of the 17th International Scientofic Conference Globalization and its Socio-Economic Consequences, Rajecke Teplice, 1951-1956. https://pure.spbu.ru/ws/portalfiles/portal/36026037/part_i_final_3_1_.pdf

Qu, X., Khan, A., Yahya, S., Zafar, A. U., & Shahzad, M. (2021). Green core competencies to prompt green absorptive capacity and bolster green innovation: the moderating role of organization’s green culture. Journal of Environmental Planning and Management, 65(3), 536-561. https://doi.org/10.1080/09640568.2021.1891029

Rozporządzenie Ministra Rodziny i Polityki Społecznej z dnia 13 listopada 2021 r. zmieniające rozporządzenie w sprawie klasyfikacji zawodów i specjalności na potrzeby rynku pracy oraz zakresu jej stosowania. (Dz. U. z 2021 r., poz. 2285). https://isap.sejm.gov.pl/isap.nsf/DocDetails.xsp?id=WDU20210002285 (in Polish).

Rozporządzenie Ministra Rodziny i Polityki Społecznej z dnia 15 kwietnia 2022 r. zmieniające rozporządzenie w sprawie klasyfikacji zawodów i specjalności na potrzeby rynku pracy oraz zakresu jej stosowania. (Dz. U. z 2022 r., poz. 853). https://isap.sejm.gov.pl/isap.nsf/DocDetails.xsp?id=WDU20220000853 (in Polish).

Stanef-Puică, M. R., Badea, L., Șerban-Oprescu, G. L., Șerban-Oprescu, A. T., Frâncu, L. G., & Crețu, A. (2022). Green Jobs—A Literature Review. International Journal of Environmental Research and Public Health, 19(13), 7998. https://doi.org/10.3390/ijerph19137998

Statistics Poland. (2022a). Structural changes of groups of the national economy entities in the REGON register, 2021. https://stat.gov.pl/en/topics/economic-activities-finances/structural-changes-of-groups-of-entities-of-the-national-economy/structural-changes-of-groups-of-the-national-economy-entities-in-the-regon-register-2021,2,6.html

Statistics Poland. (2022b). Information of the Statistics Poland regarding the changes introduced from 2021 onwards into the BAEL. https://stat.gov.pl/en/topics/labour-market/working-unemployed-economically-inactive-by-lfs/information-of-the-statistics-poland-regarding-the-changes-introduced-from-2021-onwards-into-the-bael,22,1.html

Statistics Poland. (2023). The NUTS classification in Poland. https://stat.gov.pl/en/regional-statistics/classification-of-territorial-units/classification-of-territorial-units-for-statistics-nuts/the-nuts-classification-in-poland/

Sulich, A., Rutkowska, M., & Popławski, Ł. (2020). Green jobs, definitional issues, and the employment of young people: An analysis of three European Union countries. Journal of Environmental Management, 262, 110314. https://doi.org/10.1016/j.jenvman.2020.110314

UNDP. (2023). Enhancing Climate Change Transparency. How developing countries are taking action. https://www.undp.org/publications/enhancing-climate-change-transparency-how-developing-countries-are-taking-action

Usabiaga, C., Núñez, F., Arendt, L., Gałecka-Burdziak, E., & Pater, R. (2022). Skill requirements and labour polarisation: An association analysis based on Polish online job offers. Economic Modelling, 115, 105963. https://doi.org/10.1016/j.econmod.2022.105963

World Bank. (2023). How Are Aggregate Growth Rates Computed for National Accounts Series? https://datahelpdesk.worldbank.org/knowledgebase/articles/114952-how-are-aggregate-growth-rates-computed-for-nation

Żakowska-Biemans, S. (2022). Raport na temat stanu rozwoju rolnictwa ekologicznego i ekologicznej produkcji żywności w Polsce. http://www.ekoconnect.org/tl_files/eko/p/Projekte/MOE-Laenderberichte/Raport-o-stanie-rolnictwa-ekolog-icznego-POLSKA-EkoConnect-2022.pdf (in Polish).

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