Araştırma Makalesi
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Avrupa Birliği Ülkelerinde Hava Taşımacılığı Sektörünün Çevresel Faktörler Açısından Etkinliği

Yıl 2025, Cilt: 59 Sayı: 1, 253 - 268, 22.01.2025
https://doi.org/10.51551/verimlilik.1536509

Öz

Amaç: Havacılık sektörünün çıktıları ve bu çıktılarla ilişkili çevresel kaynaklar arasındaki ilişkiyi analiz ederek ulusların etkinliğini değerlendirmek, politika yapıcıların çevresel düzenlemeler geliştirmesi ve yöneticilerin uygun eylemlerde bulunması için gereklidir. Bu çalışmanın amacı, Avrupa Birliği (AB) üye ülkelerindeki havayolu endüstrisinin çevresel etkinliğini değerlendirmektir.
Metodoloji: Veri Zarflama Analizi kullanılarak 26 AB ülkesinden elde edilen verilerin etkinliği değerlendirilmiştir.
Bulgular: Çalışmanın bulguları Avusturya, Lüksemburg, Macaristan ve İrlanda'nın en düşük etkinlik seviyelerine sahip olduğunu ortaya koymuştur. Hava kirliliği ve sera gazı emisyonları bu ülkelerin verimliliğini büyük ölçüde etkilemektedir. Özellikle Fransa ve İtalya ile kıyaslandığında Almanya'nın en az verimli ülke olduğu tespit edilmiştir. Bu bulgular, AB'nin çevresel etki mevzuatını uygulamasına rağmen, gelişmiş üye ülkelerin bu mevzuata başarılı bir şekilde uymadığını göstermektedir.
Özgünlük: Daha önceki araştırmalarda ülkelerin etkinliği hem yolcu ve uçuş hacmi hem de hava kirliliği, sera gazı emisyonları, kerosen ve jet yakıtı kullanımı, enerji ürünleri ve genel çevresel vergilendirme gibi çevresel hususlar açısından incelenmemiştir.

Kaynakça

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  • Aksoy, T., Yüksel, S., Dincer, H., Hacioglu, U. and Maialeh, R. (2022). “Complex Fuzzy Assessment of Green Flight Activity Investments in the Sustainable Aviation Industry”, IEEE Access, 10, 127297-127312.
  • Amicarelli, V., Lagioia, G., Patruno, A., and Grosu, R.M. and Bux, C. (2021). “Enhancing the Sustainability of the Aviation Industry: Airlines' Commitment to "Green" Practices”, Amfiteatru Economic, 23(15), 934-947.
  • Anger, A. (2010). “Including Aviation in the European Emissions Trading Scheme: Impacts on the Industry, CO2 Emissions, and Macroeconomic Activity in the EU”, Journal of Air Transport Management, 16, 100-105. https://doi.org/10.1016/J.JAIRTRAMAN.2009.10.009
  • Arjomandi, A., Dakpo, K. and Seufert, J. (2018). “Have Asian airlines Caught Up with European Airlines? A By-Production Efficiency Analysis”, Transportation Research Part A: Policy and Practice. https://doi.org/10.1016/J.TRA.2018.06.031
  • Aygün, S., Sağbaş, M. and Erdoğan, F.A. (2023). “Bibliometric Analysis of Sustainability in Civil Aviation”, Journal of Aviation, 7(3), 448-456.
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  • Barros, C.P. and Dieke, P.U.C. (2007). “Performance Evaluation of Italian Airports: A Data Envelopment Analysis”, Journal of Air Transport Management, 13(4), 184-191.
  • Bergantino, A. and Loiacono, L. (2019). “Market-Based Measures: The European Union Emission Trading Scheme and the Carbon Offsetting and Reduction Scheme for International Aviation”, Sustainable Aviation, Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-28661-3_7
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  • Cui, Q. and Yu, L. (2021). “A Review of Data Envelopment Analysis in Airline Efficiency: State of the Art and Prospects.” Journal of Advanced Transportation, 2021, 1–13. https://doi.org/10.1155/2021/2931734
  • Curi, C., Gitto, S. and Mancuso, P. (2011). “New Evidence on the Efficiency of Italian Airports: A Bootstrapped DEA Analysis,” Socio-Economic Planning Sciences, 45(2), 84-93.
  • Efthymiou, M. and Papatheodorou, A. (2019). “EU Emissions Trading Scheme in Aviation: Policy Analysis and Suggestions.” Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2019.117734
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  • Gutiérrez, E. and Lozano, S. (2016). “Efficiency Assessment and Output Maximization Possibilities of European Small and Medium-Sized Airports”, Research in Transportation Economics, 56, 3–14.
  • Heiaas, A. (2021). “The EU ETS and Aviation: Evaluating the Effectiveness of the EU Emission Trading System in Reducing Emissions from Air Travel”, Review of Business and Economics Studies, 9(1), 84-120. https://doi.org/10.26794/2308-944X-2021-9-1-84-120
  • Hermoso, R., Latorre, M. and Martínez-Núñez, M. (2019). “Multivariate Data Envelopment Analysis to Measure Airline Efficiency in European Airspace: A Network-Based Approach”, Applied Sciences, 9(24), 5312. https://doi.org/10.3390/app9245312
  • Hermoso-Orzáez, M.J., García-Alguacil, M., Terrados-Cepeda, J. and Brito, P. (2020). “Measurement of Environmental Efficiency in the Countries of the European Union with the Enhanced Data Envelopment Analysis Method (DEA) During the Period 2005–2012”, Environmental Science and Pollution Research, 27, 15691-15715.
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  • Jaśkowski, M. (2021). “External Aspects of the EU ETS in Aviation in Light of CORSIA”, International Community Law Review, 23(2-3), 271-282.
  • Kao, C. (2014). “Network Data Envelopment Analysis: A Review.” European Journal of Operational Research, 239, 1-16. https://doi.org/10.1016/j.ejor.2014.02.039
  • Keskin, B. and Köksal, C.D. (2019). “A Hybrid AHP/DEA-AR Model for Measuring and Comparing the Efficiency of Airports”, International Journal of Productivity and Performance Management, 68(3), 524-541.
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Efficiency of Air Transport Industry in European Union Nations with Regard to Environmental Factors

Yıl 2025, Cilt: 59 Sayı: 1, 253 - 268, 22.01.2025
https://doi.org/10.51551/verimlilik.1536509

Öz

Purpose: Evaluating the effectiveness of nations by analyzing the relationship between the outcomes of the aviation sector and the environmental resources associated with these outcomes is essential for policymakers to develop environmental regulations and for managers to take suitable actions. This study aims to evaluate the environmental effectiveness of the airline industry in European Union (EU) member states.
Methodology: We assessed the efficiency of data from 26 EU countries using Data Envelopment Analysis.
Findings: The study's findings determined that Austria, Luxembourg, Hungary, and Ireland had the lowest efficiency levels. Air pollution and greenhouse gas emissions primarily influence the efficiency of these countries. We identify Germany as the least efficient country, specifically when compared to France and Italy. These findings indicate that, despite the EU's implementation of environmental impact legislation, developed member states have not successfully enforced it.
Originality: Previous research has not examined the effectiveness of countries in terms of both passenger and flight volumes, as well as environmental considerations such as air pollution, greenhouse gas emissions, kerosene and jet fuel use, energy products, and overall environmental taxation

Kaynakça

  • ACI. (2023). “Annual World Airport Traffic Report 2023”, https://store.aci.aero/wp-content/uploads/2023/09/Preview-2023-ACI-WATR-09-2023.pdf, (Accessed: 10.06.2024).
  • Adler, N. and Golany, B. (2001). “Evaluation of deregulated Airline Networks Using Data Envelopment Analysis Combined with Principal Component Analysis with An Application to Western Europe”, European Journal of Operational Research, 132, 260-273. https://doi.org/10.1016/S0377-2217(00)00150-8
  • Aksoy, T., Yüksel, S., Dincer, H., Hacioglu, U. and Maialeh, R. (2022). “Complex Fuzzy Assessment of Green Flight Activity Investments in the Sustainable Aviation Industry”, IEEE Access, 10, 127297-127312.
  • Amicarelli, V., Lagioia, G., Patruno, A., and Grosu, R.M. and Bux, C. (2021). “Enhancing the Sustainability of the Aviation Industry: Airlines' Commitment to "Green" Practices”, Amfiteatru Economic, 23(15), 934-947.
  • Anger, A. (2010). “Including Aviation in the European Emissions Trading Scheme: Impacts on the Industry, CO2 Emissions, and Macroeconomic Activity in the EU”, Journal of Air Transport Management, 16, 100-105. https://doi.org/10.1016/J.JAIRTRAMAN.2009.10.009
  • Arjomandi, A., Dakpo, K. and Seufert, J. (2018). “Have Asian airlines Caught Up with European Airlines? A By-Production Efficiency Analysis”, Transportation Research Part A: Policy and Practice. https://doi.org/10.1016/J.TRA.2018.06.031
  • Aygün, S., Sağbaş, M. and Erdoğan, F.A. (2023). “Bibliometric Analysis of Sustainability in Civil Aviation”, Journal of Aviation, 7(3), 448-456.
  • Bal, V. (2013). “Efficiency Data Envelopment Analysis to Determine the Private Universities”, Manas Journal of Social Studies, 2(1), 1-14
  • Barros, C.P. and Dieke, P.U.C. (2007). “Performance Evaluation of Italian Airports: A Data Envelopment Analysis”, Journal of Air Transport Management, 13(4), 184-191.
  • Bergantino, A. and Loiacono, L. (2019). “Market-Based Measures: The European Union Emission Trading Scheme and the Carbon Offsetting and Reduction Scheme for International Aviation”, Sustainable Aviation, Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-28661-3_7
  • Brugnoli, A., Button, K., Martini, G. and Scotti, D. (2015). “Economic Factors Affecting the Registration of Lower CO2 Emitting Aircraft in Europe”, Transportation Research Part D: Transport and Environment, 38, 117-124.
  • Charnes, A., Cooper, W.W. and Rhodes, E. (1978). “Measuring the Efficiency of Decision-Making Units”, European Journal of Operational Research, 2(6), 429-444.
  • Charnes, A., Cooper, W.W. and Thrall, R.M. (1991). “A Structure for Classifying and Characterizing Efficiency and Inefficiency in Data Envelopment Analysis”, Journal of Productivity Analysis, 2, 197-237.
  • Chi-Lok, A.Y. and Zhang, A. (2009). “Effects of Competition and Policy Changes on Chinese Airport Productivity: An Empirical Investigation”, Journal of Air Transport Management, 15(4), 166-174.
  • Cifuentes-Faura, J. and Faura-Martínez, U. (2023). “Measuring Spanish Airport Performance: A Bootstrap Data Envelopment Analysis of Efficiency”, Utilities Policy, 80, 101457.
  • Climate Catalyst. (2023). “Sustainable Aviation Fuel Policy in the European Union. Climate Catalyst”, https://climatecatalyst.org/learning-hub/sustainable-aviation-fuel-policy-in-the-eu/, (Accessed: 10.06.2024).
  • Colantuono, R. (2021). “Market-Based Measures and Aviation Sustainability in the European Union: An Assessment”, SEEDS, Sustainability Environmental Economics and Dynamics Studies, No. 0921.
  • Cui, Q. and Yu, L. (2021). “A Review of Data Envelopment Analysis in Airline Efficiency: State of the Art and Prospects.” Journal of Advanced Transportation, 2021, 1–13. https://doi.org/10.1155/2021/2931734
  • Curi, C., Gitto, S. and Mancuso, P. (2011). “New Evidence on the Efficiency of Italian Airports: A Bootstrapped DEA Analysis,” Socio-Economic Planning Sciences, 45(2), 84-93.
  • Efthymiou, M. and Papatheodorou, A. (2019). “EU Emissions Trading Scheme in Aviation: Policy Analysis and Suggestions.” Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2019.117734
  • Eren, M. and Doğan, M.A. (2023). “Measurement of Process-Performances of Turkish Airports Using Network Data Envelopment Analysis”, Journal of Aviation, 7(2), 272-283.
  • Eurostat. (2024). https://ec.europa.eu/eurostat/web/main/data/database, (Accessed: 10.06.2024).
  • Grimme, W. (2023). “The Introduction of Sustainable Aviation Fuels—A Discussion of Challenges, Options and Alternatives”, Aerospace, 10(3), 218.
  • Gutiérrez, E. and Lozano, S. (2016). “Efficiency Assessment and Output Maximization Possibilities of European Small and Medium-Sized Airports”, Research in Transportation Economics, 56, 3–14.
  • Heiaas, A. (2021). “The EU ETS and Aviation: Evaluating the Effectiveness of the EU Emission Trading System in Reducing Emissions from Air Travel”, Review of Business and Economics Studies, 9(1), 84-120. https://doi.org/10.26794/2308-944X-2021-9-1-84-120
  • Hermoso, R., Latorre, M. and Martínez-Núñez, M. (2019). “Multivariate Data Envelopment Analysis to Measure Airline Efficiency in European Airspace: A Network-Based Approach”, Applied Sciences, 9(24), 5312. https://doi.org/10.3390/app9245312
  • Hermoso-Orzáez, M.J., García-Alguacil, M., Terrados-Cepeda, J. and Brito, P. (2020). “Measurement of Environmental Efficiency in the Countries of the European Union with the Enhanced Data Envelopment Analysis Method (DEA) During the Period 2005–2012”, Environmental Science and Pollution Research, 27, 15691-15715.
  • International Air Transport Association. (2019). “Data in Numbers - Airline Industry Economic Performance 2019”, https://airlines.iata.org/sites/default/files/migrated/airlines/airlines/data-in-numbers-airline-industry-economi--p14-15-20data-airlines-202019-04.pdf , (Accessed: 10.06.2024).
  • ICAO. (2018). “Annual Report 2018”, https://www.icao.int/annual-report-2018/Pages/default.aspx , (Accessed: 10.06.2024).
  • IEA. (2022). “World Energy Outlook 2022”, https://iea.blob.core.windows.net/assets/830fe099-5530-48f2-a7c1-11f35d510983/WorldEnergyOutlook2022.pdf, (Accessed: 10.06.2024).
  • Inglada, V., Coto-Millan, P. and Inglada-Perez, L. (2017). “Evaluating Productivity and Efficiency of Spanish Airports After Air Transport Liberalization”, Revista De Evaluacion De Programas Y Politicas Publicas, (9), 99–112.
  • Jaśkowski, M. (2021). “External Aspects of the EU ETS in Aviation in Light of CORSIA”, International Community Law Review, 23(2-3), 271-282.
  • Kao, C. (2014). “Network Data Envelopment Analysis: A Review.” European Journal of Operational Research, 239, 1-16. https://doi.org/10.1016/j.ejor.2014.02.039
  • Keskin, B. and Köksal, C.D. (2019). “A Hybrid AHP/DEA-AR Model for Measuring and Comparing the Efficiency of Airports”, International Journal of Productivity and Performance Management, 68(3), 524-541.
  • Khomenko, S., Cirach, M., Pereira-Barboza, E., Mueller, N., Barrera-Gómez, J., Rojas-Rueda, D., Hoogh, K., Hoek, G. and Nieuwenhuijsen, M. (2021). “Premature Mortality Due to Air Pollution in European Cities: A Health Impact Assessment”, The Lancet Planetary Health, 5(3), e121 - e134. https://doi.org/10.1016/S2542-5196(20)30272-2
  • Kim, H. and Son, J. (2021). “Analyzing the Environmental Efficiency of Global Airlines by Continent for Sustainability”, Sustainability, 13, 1571. https://doi.org/10.3390/SU13031571
  • Korba, P., Sekelová, I., Koščáková, M. and Behúnová, A. (2023). “Passengers’ Knowledge and Attitudes Toward Green Initiatives in Aviation”, Sustainability, 15(7), 6187. https://doi.org/10.3390/su15076187
  • Kousoulidou, M. and Lonza, L. (2016). “Biofuels in Aviation: Fuel Demand and CO2 Emissions Evolution in Europe Toward 2030”, Transportation Research Part D: Transport and Environment, 46, 166-181. https://doi.org/10.1016/J.TRD.2016.03.018
  • Kucukvar, M., Alawi, K.A., Abdella, G.M., Bulak, M.E., Onat, N.C., Bulu, M. and Yalçıntaş, M. (2021). “A Frontier-Based Managerial Approach for Relative Sustainability Performance Assessment of the World’s Airports”, Sustainable Development, 29(1), 89-107.
  • Kuljanin, J., Kalic, M., Caggiani, L. and Ottomanelli, M. (2019). “A Comparative Efficiency and Productivity Analysis: Implication to Airlines Located in Central and South-East Europe”, Journal of Air Transport Management, 78, 152-163. https://doi.org/10.1016/J.JAIRTRAMAN.2019.01.009
  • Lacko, R. and Hajduová, Z. (2018). “Determinants of Environmental Efficiency of the EU Countries Using Two-Step DEA Approach”, Sustainability, 10(10), 3525. https://doi.org/10.3390/SU10103525
  • Lawton, R.N. and Fujiwara, D. (2016). “Living with Aircraft Noise: Airport Proximity, Aviation Noise and Subjective Wellbeing in England”, Transportation Research Part D: Transport and Environment, 42, 104-118.
  • Lin, L.C. and Hong, C.H. (2006). “Operational Performance Evaluation of International Major Airports: An Application of Data Envelopment Analysis”, Journal of Air Transport Management, 12(6), 342-351.
  • Lin, Z. (2013). “Making Aviation Green”, Advances in Manufacturing, 1, 42-49. https://doi.org/10.1007/S40436-013-0008-3
  • Lozano, S., Gutiérrez, E. and Moreno, P. (2013). “Network DEA Approach to Airports Performance Assessment Considering Undesirable Outputs”, Applied Mathematical Modelling, 37(4), 1665-1676.
  • Matsumoto, K., Makridou, G. and Doumpos, M. (2020). “Evaluating Environmental Performance Using Data Envelopment Analysis: The Case of European Countries”, Journal of Cleaner Production, 272, 122637. https://doi.org/10.1016/j.jclepro.2020.122637
  • Muñiz, M., Paradi, J., Ruggiero, J. and Yang, Z. (2006). “Evaluating Alternative DEA Models Used to Control for Non-Discretionary Inputs”, Computers & Operations Research, 33(5), 1173-1183. Organisation for Economic Co-operation and Development. (2020). “CO2 Emissions from Air Transport”, https://www.oecd.org/en/publications/co2-emissions-from-air-transport_ecc9f16b-en.html, (Accessed: 03.01.2025).
  • Oum, T.H. and Yu, C. (2004). “Measuring Airports’ Operating Efficiency: A Summary of the 2003 ATRS Global Airport Benchmarking Report”, Transportation Research Part E: Logistics and Transportation Review, 40(6), 515-532.
  • Oum, T.H., Yu, C. and Fu, X. (2003). “A Comparative Analysis of Productivity Performance of the World’s Major Airports: Summary Report of the ATRS Global Airport Benchmarking Research Report—2002”, Journal of Air Transport Management, 9(5), 285-297.
  • Pacagnella Junior, A.C., Hollaender, P.S., Mazzanati, G.V. and Bortoletto, W.W. (2020). “Infrastructure and Flight Consolidation Efficiency of Public and Private Brazilian International Airports: A Two-Stage DEA and Malmquist Index Approach”, Journal of Advanced Transportation, 2020, 1-15.
  • Paleari, S., Redondi, R. and Malighetti, P. (2010). “A Comparative Study of Airport Connectivity in China, Europe and US: Which Network Provides the Best Service to Passengers?”, Transportation Research Part E: Logistics and Transportation Review, 46(2), 198-210.
  • Pechstein, J., Bullerdiek, N. and Kaltschmitt, M. (2020). “A ‘Book and Claim’ Approach to Account for Sustainable Aviation Fuels in the EU-ETS—Development of a Basic Concept”, Energy Policy, 136, 111014.
  • Perelman, S. and Serebrisky, T. (2010). “Measuring the Technical Efficiency of Airports in Latin America”, World Bank Policy Research Working Paper, (5339).
  • Rai, A. (2017). “Measurement of Efficiency in the Airline Industry Using Data Envelopment Analysis”, Investment Management & Financial Innovations, 10(1), 38-45.
  • Scheelhaase, J. and Maertens, S. (2020). “How to Improve the Global ‘Carbon Offsetting and Reduction Scheme for International Aviation’ (CORSIA)?”, Transportation Research Procedia, 51, 108-117.
  • Song, K., Choi, S. and Han, I. (2020). “Competitiveness Evaluation Methodology for Aviation Industry Sustainability Using Network DEA”, Sustainability, 12(24), 10323. https://doi.org/10.3390/su122410323
  • Song, Z., Li, Z. and Liu, Z. (2024). “Comparison of Emission Properties of Sustainable Aviation Fuels and Conventional Aviation Fuels: A Review”, Applied Sciences, 14(13), 5484.
  • Tatari, O. and Kucukvar, M. (2012). “Eco-Efficiency of Construction Materials: Data Envelopment Analysis”, Journal of Construction Engineering and Management, 138(6), 733-741.
  • Uzgoren, E. and Sahin, G. (2013). “Measurement of the Performances of Dumlupinar University Vocational High Schools Using Data Envelopment Analysis”, International Journal of Management Economics and Business, 9(18), 1-14.
  • Viegi, G., Baldacci, S., Maio, S., Fasola, S., Annesi-Maesano, I., Pistelli, F., Carrozzi, L., Grutta, S. and Forastiere, F. (2020). “Health Effects of Air Pollution: A Southern European Perspective”, Chinese Medical Journal, 133, 1568-1574. https://doi.org/10.1097/CM9.0000000000000869
  • Walker, S. and Cook, M. (2009). “The Contested Concept of Sustainable Aviation”, Sustainable Development, 17, 378-390. https://doi.org/10.1002/SD.400
  • Wanke, P.F. (2012). “Capacity Shortfall and Efficiency Determinants in Brazilian Airports: Evidence from Bootstrapped DEA Estimates”, Socio-Economic Planning Sciences, 46(3), 216-229.
  • Winter, S., Crouse, S. and Rice, S. (2021). “The Development of ‘Green’ Airports: Which Factors Influence Willingness to Pay for Sustainability and Intention to Act? A Structural and Mediation Model Analysis”, Technology in Society, 65, 101576. https://doi.org/10.1016/J.TECHSOC.2021.101576
  • Wu, J. and Zhou, Z. (2015). “A Mixed-Objective Integer DEA Model”, Annals of Operations Research, 228, 81-95.
  • Yan, W., Cui, Z. and Gil, M.J.Á. (2016). “Assessing the Impact of Environmental Innovation in the Airline Industry: An Empirical Study of Emerging Market Economies”, Environmental Innovation and Societal Transitions, 21, 80- 94.
  • Yoshida, Y. and Fujimoto, H. (2004). “Japanese-Airport Benchmarking with the DEA and Endogenous-Weight TFP Methods: Testing the Criticism of Overinvestment in Japanese Regional Airports”, Transportation Research Part E: Logistics and Transportation Review, 40(6), 533-546.
Toplam 66 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Ulaşım, Lojistik ve Tedarik Zincirleri (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Tuğba Akbıyık 0009-0007-5860-1465

Tunahan Avcı 0000-0003-0434-5834

Yayımlanma Tarihi 22 Ocak 2025
Gönderilme Tarihi 20 Ağustos 2024
Kabul Tarihi 25 Aralık 2024
Yayımlandığı Sayı Yıl 2025 Cilt: 59 Sayı: 1

Kaynak Göster

APA Akbıyık, T., & Avcı, T. (2025). Efficiency of Air Transport Industry in European Union Nations with Regard to Environmental Factors. Verimlilik Dergisi, 59(1), 253-268. https://doi.org/10.51551/verimlilik.1536509

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