Segmentation of the Electric Scooter Market in Poland

Basiura, B., and Sokołowski, A. (2005). Efektywność klasyfikacji w metodzie Warda. Folia Oeconomica Cracoviensia, 46, 53-64.Search in Google Scholar

Brzezińska, J. (2020). The analysis of the structure of university positions in Poland using classification methods. Econometrics. Ekonometria. Advances in Applied Data Analysis, 24(1), 71-81. doi: 10.15611/eada.2020.1.06Open DOISearch in Google Scholar

Clewlow, R. R. (July, 2018). The micro-mobility revolution: the introduction and adoption of electric scooters in the United States (Report No. 19-03991). A Populus Research Report.Search in Google Scholar

Danielsson, P. E. (1980). Euclidean distance mapping. Computer Graphics and Image Processing, 14(3), 227-248. doi: 10.1016/0146-664X(80)90054-4Open DOISearch in Google Scholar

Dokmanic, I., Parhizkar, R., Ranieri, J., and Vetterli, M. (2015). Euclidean distance matrices: essential theory, algorithms, and applications. IEEE Signal Processing Magazine, 32(6), 12-30. doi: 10.1109/MSP.2015.2398954Open DOISearch in Google Scholar

dos Santos, M. L. (2013). Segmenting Farms in European Union. Agricultural Economics, 59(2), 49-57. doi: 10.17221/28/2012-AGRICECONOpen DOISearch in Google Scholar

Fenton, J., and Hodkinson, R. (2001). Lightweight electric/hybrid vehicle design. Oxford: Butterworth-Heinemann.Search in Google Scholar

Gatnar, E., and Walesiak, M. (Eds.). (2004). Metody statystycznej analizy wielowymiarowej w badaniach marketingowych. Wrocław: Wydawnictwo Akademii Ekonomicznej we Wrocławiu.Search in Google Scholar

Hornea, M. V., and Dobre, D. (2018). The conceptual design of an ultralight electric scooter. Journal of Industrial Design and Engineering Graphics, 13(1), 5-12.Search in Google Scholar

Hiederer, R. (2009). Distribution of organic carbon in soil profile data. European Commission – Joint Research Centre, Institute for Environment and Sustainability.Search in Google Scholar

Jamerson, F., and Benjamin, E. (2012). Worldwide electric powered two wheel market. World Electric Vehicle Journal, 5(1), 269-275. doi: 10.3390/wevj5020269Open DOISearch in Google Scholar

Janczewski, J. (2019). Sharing means of transport in urban areas. Zarządzanie Innowacyjne w Gospodarce i Biznesie, 2(29), 189-206.10.25312/2391-5129.29/2019_12jjSearch in Google Scholar

Jędrzejewski, A., and Koralewski, M. (2019). Współdzielona mobilność przyszłością miejskiego transportu. Logistyka, (4), 19-22.Search in Google Scholar

Kashwan, K. R., and Velu, C. M. (2013). Customer segmentation using clustering and data mining techniques. International Journal of Computer Theory and Engineering, 5(6), 856. doi: 10.7763/IJCTE.2013.V5.811Open DOISearch in Google Scholar

Kauko, T. O. M., Hooimeijer, P., and Hakfoort, J. (2002). Capturing housing market segmentation: an alternative approach based on neural network modelling. Housing Studies, 17(6), 875-894. doi: 10.1080/02673030215999Open DOISearch in Google Scholar

Kim, J. O., and Mueller, C. W. (1978a). Factor analysis. Statistical methods and practical issues. Beverly Hills: Sage.Search in Google Scholar

Kim, J. O., and Mueller, C. W. (1978b). Introduction to factor analysis. What it is and how to do it. Beverly Hills: Sage.Search in Google Scholar

Kizielewicz, B., and Dobryakova, L. (2020). How to choose the optimal single-track vehicle to move in the city? Electric scooters case study. Procedia Computer Science, 176, 2243-2253. doi: 10.1016/j.procs.2020.09.274Open DOISearch in Google Scholar

Kostrzewska, M., and Macikowski, B. (2017). Hulajnoga. Zabawka na kółkach czy rewolucja w mobil-ności miejskiej? Zawód: Architekt, (56), 22-28.Search in Google Scholar

Li, L., Lee, K. Y., Yang, S.-B., and Chang, L. Y. (2020). Linking privacy concerns for traceable information and information privacy protective responses on electric scooter sharing platforms. Proceedings of the 53rd Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 851-857. doi: 10.24251/hicss.2020.105Open DOISearch in Google Scholar

Moreau, H., de Jamblinne de Meux, L., Zeller, V., D’Ans, P., Ruwet, C., and Achten, W. M. (2020). Dockless e-scooter: a green solution for mobility? Comparative case study between dockless e-scooters, displaced transport, and personal e-scooters. Sustainability, 12, 1803. doi: 10.3390/su12051803Open DOISearch in Google Scholar

Research Report World (October, 2020). Electric Scooters Market 2020 COVID-19 Impact on Industry Size, Share, Company Profiles, Emerging Technologies, Trends, Industry Growth, Segments, Landscape and Demand by Forecast to 2025 (No. Maia-16592367). Retrieved November 25, 2020 from https://www.researchreportsworld.com/global-global-electric-scooters-market-16592367Search in Google Scholar

Roman, W. (2016). Zastosowanie hierarchicznej metody aglomeracyjnej do grupowania państw OECD ze względu na efektywność wykorzystania energii. Collegium of Economic Analysis Annals, (40), 411-424.Search in Google Scholar

Rozmus, D., and Trzęsiok, J. (2017). Analiza czynników kształtujących oszczędności polskich gospodarstw domowych. Studia Ekonomiczne, 345, 63-84.Search in Google Scholar

Schellong, D., Sadek, P., Schaetzberger, C., and Barrack, T. (2019). The promise and pitfalls of e-scooter sharing. Europe, 12.Search in Google Scholar

Shin, H. W., and Sohn, S. Y. (2004). Segmentation of stock trading customers according to potential value. Expert Systems with Applications, 27(1), 27-33. doi: 10.1016/j.eswa.2003.12.002Open DOISearch in Google Scholar

Smartride.pl (November, 2020). Elektryczne hulajnogi w dwa lata niemal dogoniły w Polsce bikesharing. Obraz rynku przed końcem sezonu. Retrieved December 11, 2020 from https://smartride.pl/elektryczne-hulajnogi-w-dwa-lata-niemal-dogonily-w-polsce-bikesharing-obraz-rynku-przedkoncem-sezonu/Search in Google Scholar

Technavio (January, 2020). E-scooters market by battery type and geography – forecast and analysis 2020-2024 (No. IRTNTR40869). Retrieved December 11, 2020 from https://www.technavio.com/report/electric-scooters-market-industry-analysisSearch in Google Scholar

Trzęsiok, J. (2016). Badanie zaufania do instytucji finansowych w Polsce z wykorzystaniem analizy korespondencji. Studia Ekonomiczne, 265, 80-94.Search in Google Scholar

Walesiak, M. (2009). Analiza skupień. In M. Walesiak, E. Gatnar (Eds.), Statystyczna analiza danych z wykorzystaniem programu R (pp. 407-433). Warszawa: Wydawnictwo Naukowe PWN.Search in Google Scholar

Walesiak, M. (2016). Wybór grup metod normalizacji wartości zmiennych w skalowaniu wielowymiarowym. Przegląd Statystyczny, 63(1), 7-18.10.5604/01.3001.0014.1145Search in Google Scholar

Ward, J. H. (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58, 236-244.10.1080/01621459.1963.10500845Search in Google Scholar

Yang, C. J. (2010). Launching strategy for electric vehicles: lessons from China and Taiwan. Technological Forecasting and Social Change, 77, 831-834.10.1016/j.techfore.2010.01.010Search in Google Scholar