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e-bike purchase or ownership (Jones et al., 2024; Mina et al., 2024), others discover that men cycle more than women (Wu et al., 2024).
For income, Jones et al. (2024) find that respondents in the United States [...] Jones et al., 2016; Şimşekoğlu and Klöckner, 2019; Reck et al., 2022; Mina et al., 2024; Philips et al., 2024; Yin et al., 2024). A ruling opinion on the relationship between e-bike ownership and distance to [...] with e-bike ownership remains unclear (Şimşekoğlu and Klöckner, 2019; Ren et al., 2024; Wu et al., 2024; Jones et al., 2024). For Germany specifically, a recent study by Poier et al. (2025) which focuses …