Gender differences in senior active travel: Nonlinear insights from India’s urban environment

IF 3.3 Q3 TRANSPORTATION Case Studies on Transport Policy Pub Date : 2025-03-01 Epub Date: 2024-12-25 DOI:10.1016/j.cstp.2024.101353
Ali Shkera, Vaishali Patankar
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Abstract

This study explores the complex, non-linear relationships between built environment factors and active travel behavior among older adults in India, with a focus on gender differences. Using household travel diary data from the Mumbai Metropolitan Region and employing Gradient Boosting Decision Trees, we investigate how urban form, public transport accessibility, and land use diversity influence active commuting patterns for older men and women. Our findings reveal distinct gender-specific patterns. For older men, built environment factors like land use diversity and intersection density predominantly determine active travel. In contrast, older women’s active travel is more influenced by socio-demographic factors such as job status and age. We identify optimal ranges for various built environment characteristics that differ between genders, challenging linear assumptions in previous research.
This research addresses a critical gap in understanding active ageing in rapidly urbanizing developing countries, where such gender-specific, non-linear analyses have been scarce. By uncovering these nuanced relationships, we contribute to the literature on age-friendly cities and provide insights that can inform urban planning and transportation policies in India and other developing countries.
While acknowledging limitations such as the cross-sectional nature of the study and its focus on specific urban areas in India, this research represents a significant step towards creating more inclusive, age-friendly cities that cater to the diverse needs of older populations in urbanizing societies. Future research directions include longitudinal studies and investigations into cultural and social factors influencing active travel among older adults in developing countries.
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老年人主动出行的性别差异:来自印度城市环境的非线性洞察
本研究探讨了印度老年人建筑环境因素与积极出行行为之间复杂的非线性关系,重点关注性别差异。利用孟买大都市区的家庭旅行日记数据,采用梯度提升决策树,研究了城市形态、公共交通可达性和土地利用多样性如何影响老年男性和女性的主动通勤模式。我们的发现揭示了明显的性别特征。对于老年男性来说,土地利用多样性和十字路口密度等建筑环境因素主要决定了他们的主动出行。相比之下,老年妇女的主动出行更多地受到工作地位和年龄等社会人口因素的影响。我们确定了不同性别的各种建筑环境特征的最佳范围,挑战了以前研究中的线性假设。这项研究解决了在理解快速城市化的发展中国家积极老龄化方面的一个关键差距,在这些国家,这种针对性别的非线性分析一直很稀缺。通过揭示这些微妙的关系,我们为老年人友好型城市的文献做出了贡献,并提供了可以为印度和其他发展中国家的城市规划和交通政策提供信息的见解。虽然承认该研究的局限性,例如研究的横断面性质以及其对印度特定城市地区的关注,但该研究代表着朝着创建更具包容性、对老年人友好的城市迈出的重要一步,这些城市可以满足城市化社会中老年人的多样化需求。未来的研究方向包括纵向研究和调查影响发展中国家老年人积极旅行的文化和社会因素。
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CiteScore
5.00
自引率
12.00%
发文量
222
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