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Leveraging human mobility data to assess recreational activity across the United States’ most visited National Forest 利用人类流动性数据来评估美国游客最多的国家森林的娱乐活动
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-17 DOI: 10.1016/j.jort.2025.100973
Maksim Sergeyev , Mark A. Ditmer , Kira Z. Deming , Natasha Goedert , Michael K. Schwartz , Sam Massman , George Wittemyer
Increasing participation in outdoor recreation is driving elevated levels of human presence in wildlands. If properly managed, outdoor recreation can benefit conservation goals while providing the public with numerous benefits. However, balancing increased demand for recreation opportunities and maintaining ecological integrity can pose difficult tradeoffs for managers. As such, there is a need for additional data-driven resources to help inform land management decisions. Traditional approaches of measuring recreational use, such as trail counters, are costly, labor intensive, and lack the ability to efficiently scale up across large areas. Human mobility data (HMD) offers a detailed, dynamic representation of the human footprint and can provide essential information for the management of human activity at a fine resolution across broad scales. HMD is relatively low-cost and can be analyzed to discern different types of recreation behaviors (e.g., snowmobiling, hiking). Our objective was to explore how HMD can be used to better understand recreation patterns and behaviors within the White River National Forest in Colorado, the nation's most visited National Forest. We leveraged 233 million smartphone locations over 4 years to 1) discern spatial visitor use patterns by creating interactive maps of human use intensity across the WRNF, 2) classify recreation behaviors and summarize user types, 3) quantify overlap between recreation and wildlife habitat.
越来越多的人参与户外娱乐活动,这使得人类在荒地上的存在程度有所提高。如果管理得当,户外娱乐活动可以促进保护目标,同时为公众提供许多好处。然而,平衡对娱乐机会的需求增加和保持生态完整性可能给管理者带来困难的权衡。因此,需要额外的数据驱动资源来帮助为土地管理决策提供信息。传统的测量娱乐用途的方法,如小径计数器,成本高,劳动密集,并且缺乏在大范围内有效扩展的能力。人类移动数据(HMD)提供了人类足迹的详细、动态表示,可以在大尺度上以精细的分辨率为人类活动的管理提供必要的信息。HMD的成本相对较低,可以通过分析来辨别不同类型的娱乐行为(如雪地摩托、徒步旅行)。我们的目标是探索如何使用HMD来更好地了解科罗拉多州白河国家森林的娱乐模式和行为,这是美国游客最多的国家森林。我们在4年内利用2.33亿个智能手机位置,1)通过创建跨WRNF人类使用强度的交互式地图来识别空间游客使用模式,2)分类娱乐行为并总结用户类型,3)量化娱乐和野生动物栖息地之间的重叠。
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引用次数: 0
Spatial assessment of tourists' demand for cultural ecosystem services in the Kalajun World Natural Heritage Site, China 卡拉君世界自然遗产地游客文化生态系统服务需求空间评价
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-16 DOI: 10.1016/j.jort.2025.100972
Ning Shang , Kaijun Cao
World Natural Heritage Sites encompass extraordinary natural phenomena and aesthetic values and play a prominent role in natural ecological protection and meeting human needs. However, the increased demand for ecotourism in the outer suburbs has caused World Natural Heritage Sites to face degradation risk or even loss of cultural ecosystem service (CES) function. Simultaneously, the academic community's spatial quantification of its CES needs and identification of its relationship with the natural environment remain unclear. Realistic requirements for protecting and developing World Natural Heritage Sites have brought many challenges to planning. Therefore, this study obtained point data related to tourist demand preferences through subjective participatory mapping and social media photos and combined them with the objective MaxEnt model to explore the spatial distribution patterns and contribution rate of tourists to the Kalajan CES demand and environmental variables at the grid scale. Furthermore, a Geodetector tool identified the key driving factors of tourists' CSE demands and the interactions between factors. The findings demonstrate that the aesthetic service experience is always the most favored and widely distributed among tourists. The tourists for high-demand CES areas are mainly concentrated in the south-central part of East Kalajun and along sightseeing vehicles. In addition, the spatial distribution patterns of aesthetics and recreational services are closely related to the vertical three-dimensional landscape of forest, grasslands, and other landforms embedded in the Kalajun tourist area. Elevation, accessibility, and Human footprint (HFP) significantly impact the spatial differentiation of tourist demand, and when combined with elevation and accessibility, the remaining driving factors are significantly enhanced.
世界自然遗产包含了非凡的自然现象和审美价值,在保护自然生态和满足人类需求方面具有突出的作用。然而,随着人们对远郊生态旅游需求的增加,世界自然遗产地面临着退化甚至丧失文化生态系统服务功能的风险。与此同时,学术界对其消费电子产品需求的空间量化及其与自然环境关系的识别仍不明确。保护和发展世界自然遗产的现实要求给规划带来了许多挑战。因此,本研究通过主观参与式测绘和社交媒体照片获取与游客需求偏好相关的点数据,并结合客观MaxEnt模型,在网格尺度上探索游客对卡拉扬CES需求和环境变量的空间分布格局和贡献率。此外,地理探测器工具识别了游客CSE需求的关键驱动因素以及因素之间的相互作用。研究结果表明,审美服务体验在游客中最受青睐,且分布广泛。高需求CES区域的游客主要集中在东卡拉琼的中南部和观光车沿线。此外,审美和游憩服务的空间分布格局与卡拉琼旅游区内嵌的森林、草原等地貌的垂直立体景观密切相关。高程、可达性和人类足迹显著影响旅游需求的空间分异,且与高程和可达性结合后,其余驱动因子显著增强。
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引用次数: 0
Understanding exposure to avalanche terrain and avalanche information product use of snowshoers and winter hikers: Insights from Mount Seymour Provincial Park, British Columbia, Canada 了解雪崩地形和雪崩信息产品使用的雪鞋和冬季徒步旅行者:来自加拿大不列颠哥伦比亚省西摩山省立公园的见解
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-11 DOI: 10.1016/j.jort.2025.100968
Griffin Slimkowich, Pascal Haegeli
Snowshoeing and winter hiking have grown substantially in the last decade. To provide this community with better avalanche safety messages, it is critical to understand their existing avalanche awareness and safety practices. To address this knowledge gap, we conducted intercept interviews with snowshoers and winter hikers at a popular backcountry trailhead outside of Vancouver, British Columbia, Canada and surveyed students of introductory avalanche safety courses targeted at snowshoers. Study participants shared their typical trip destinations, which we used to determine their general exposure to avalanche terrain based on the Avalanche Terrain Exposure Scale (ATES). Despite the fact that all but one participant expose themselves to avalanche terrain, we found very low levels of avalanche awareness, formal training, and use of avalanche information products like the public avalanche forecast. Participants’ main reason for not using existing avalanche safety products and services was their belief that they do not expose themselves to avalanche terrain. This highlights that initiatives raising awareness of what constitutes avalanche terrain, how to recognize it and when it is safe to travel into are key starting points for improving avalanche safety practices in this community. Comparisons between study participants without formal avalanche safety training, current course students, and participants with training highlight the value of formal training and offer insights on potential pathways for raising avalanche awareness among snowshoers and winter hikers.
在过去的十年里,雪鞋徒步和冬季徒步大大增加了。为了给这个群体提供更好的雪崩安全信息,了解他们现有的雪崩意识和安全实践是至关重要的。为了解决这一知识差距,我们在加拿大不列颠哥伦比亚省温哥华市外一个受欢迎的野外小径上对雪鞋爱好者和冬季徒步旅行者进行了拦截采访,并调查了针对雪鞋爱好者的雪崩安全入门课程的学生。研究参与者分享了他们的典型旅行目的地,我们根据雪崩地形暴露量表(ATES)来确定他们对雪崩地形的一般暴露。尽管除了一名参与者外,所有参与者都暴露在雪崩地形中,但我们发现雪崩意识、正式培训和雪崩信息产品(如公共雪崩预报)的使用水平非常低。参与者不使用现有雪崩安全产品和服务的主要原因是他们认为自己不会暴露在雪崩地形中。这突出表明,提高人们对雪崩地形的认识,如何识别它,何时进入是安全的,是改善这个社区雪崩安全实践的关键起点。没有接受过正式雪崩安全培训的研究参与者、正在参加课程的学生和接受过培训的参与者之间的比较突出了正式培训的价值,并为提高雪鞋和冬季徒步旅行者的雪崩意识提供了潜在的途径。
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引用次数: 0
Take it or leave it: do regular hikers tend toward more responsible or deviant behaviour at Mount Fuji? 接受也好,不接受也罢:经常徒步旅行的人在富士山的行为是更负责任还是更离经叛道?
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-07 DOI: 10.1016/j.jort.2025.100958
K. Shenyoputro, Thomas E. Jones
A better understanding of deviant tourist behaviour could help mitigate environmental and cultural impacts on protected areas. Aside from trash thrown by hikers, illicit mementoes and vandalism pose problems for site managers, especially in mountainous areas. This study examines hikers' perceptions of deviant behaviours such as taking scoria and leaving graffiti in the context of self-stated compliance with the ‘Leave No Trace’ (LNT) Principles on Mount Fuji's trails. After an on-site questionnaire was conducted over two summer seasons (2023–2024), a combination of independent sample t-tests and one-way Multivariate Analysis of Covariance (MANCOVA) was used to examine differences in LNT perceptions among the 525 respondents. Results revealed significant gaps among hikers linking their regular hiking experience with graffiti norms. Results also identified a link between deviant behaviour and collection of scoria as an illicit memento. A one-way MANCOVA indicated that prior experience hiking Fuji is amongst the significant covariances that influence hikers' scoria-collection behaviour. The findings may assist park managers in designing targeted educational outreach programs that discourage hikers' cultural impacts such as taking scoria and leaving graffiti.
更好地了解反常的游客行为有助于减轻对保护区的环境和文化影响。除了徒步旅行者扔的垃圾外,非法纪念品和故意破坏行为也给景点管理人员带来了问题,尤其是在山区。这项研究考察了徒步旅行者对越轨行为的看法,比如在自称遵守富士山小径“不留痕迹”(LNT)原则的背景下,带走山渣和留下涂鸦。在进行了两个夏季(2023-2024)的现场问卷调查后,使用独立样本t检验和单向多变量协方差分析(MANCOVA)相结合的方法来检验525名受访者对LNT认知的差异。结果显示,在徒步旅行者中,他们的常规徒步旅行经历与涂鸦规范之间存在显著差距。结果还确定了异常行为与收集矿渣作为非法纪念品之间的联系。单向方差分析表明,先前的富士徒步旅行经验是影响徒步旅行者收集遗骨行为的显著协方差之一。这一发现可能有助于公园管理者设计有针对性的教育推广项目,以阻止徒步旅行者的文化影响,比如带走山石和留下涂鸦。
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引用次数: 0
Using experience characteristics and coping strategies to understand visitor support for a national park managed access system: case study of arches National Park 利用体验特征和应对策略了解游客对国家公园管理通道系统的支持——以拱门国家公园为例
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-04 DOI: 10.1016/j.jort.2025.100963
Iree Wheeler , Wayne Freimund , Ryan Knowles
Park and Protected Area (PPA) managers and researchers have identified a suite of tools to manage visitors to public lands, on a spectrum from indirect (education) to direct (enforcement) actions. Rationing and allocation techniques are a suite of frequently studied direct management actions in the context of wilderness, backcountry, and river use permitting. Recently, PPAs in the United States have implemented rationing and allocation techniques in high-use front-country settings, in the form of entrance reservation systems. In 2022, Arches National Park, Utah, implemented a pilot vehicle entry reservation system to address the impacts of congestion on visitor experience and biophysical resources. This study used a survey of Arches visitors (n = 537) to investigate visitor perceptions of Arches’ pilot reservation system, and how experience characteristics (i.e., ease of navigating the reservation system) and coping strategies employed by visitors (i.e., rationalization, product shift, and displacement) influence their support for public land reservation systems. Results of the study indicate high levels of support for this management action in the future. Satisfaction with the communication and navigation of the system predicted support the strongest. Coping strategies did not significantly influence support for reservation systems on future visits. These findings present valuable information for managers and policymakers when designing vehicle reservation systems in PPAs that both preserve the integrity of biophysical resources and alleviate congestion without diminishing the visitor experience.
公园和保护区(PPA)的管理者和研究人员已经确定了一套管理公共土地游客的工具,从间接(教育)到直接(执法)行动。配给和分配技术是一套经常研究的直接管理行动,在荒野,偏远地区和河流使用许可的背景下。最近,美国的购药计划在高使用率的前线国家环境中以入口预约制度的形式实施了定量配给和分配技术。2022年,犹他州拱门国家公园(Arches National Park)实施了一项试点车辆进入预订系统,以解决拥堵对游客体验和生物物理资源的影响。本研究通过对拱门游客的调查(n = 537)来调查游客对拱门试点预订系统的看法,以及游客的体验特征(即预订系统导航的便利性)和应对策略(即合理化,产品转移和流离失所)如何影响他们对公共土地保留系统的支持。研究结果表明,今后对这一管理行动的支持程度很高。对系统通信和导航的满意度预测支持度最强。应对策略对预约系统对未来访问的支持没有显著影响。这些发现为管理者和政策制定者在设计ppa中的车辆预约系统时提供了有价值的信息,这些系统既能保护生物物理资源的完整性,又能在不影响游客体验的情况下缓解拥堵。
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引用次数: 0
Why municipalities plan for outdoor recreation: a case study from the Swedish west coast 为什么市政当局计划户外娱乐:来自瑞典西海岸的案例研究
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-10-03 DOI: 10.1016/j.jort.2025.100969
Oscar Jacobsson
Spatial planning plays a crucial role in preserving both ecological values and areas for outdoor recreation. Historically, outdoor recreation has been central to Swedish public health planning, but research shows that its integration into spatial planning has weakened, particularly in Sweden's decentralized system. Instead, outdoor recreation is often framed as an economic asset, providing attractiveness and supporting development rather than public health.
As Swedish municipalities hold a planning monopoly, they play a key role in preserving recreational areas. This study examines how 11 municipalities on the Swedish west coast—a region facing great development, conservation, and recreation pressures—integrate outdoor recreation into their plans. A qualitative analysis of comprehensive plans, combined with a case study of a nature reserve planning process in Marstrand, reveals that the primary motivation for outdoor recreation is economic growth. Coastal municipalities aim to attract both tourists and year-round residents, whereas urban and commuting areas focus on providing attractive living environments to preserve the residential population under regional/national competition.
A key conclusion is that without formal incentives, the incorporation of outdoor recreation in spatial planning is primarily motivated by an economic rationale rather than as a public health strategy. This suggests that in decentralized systems where health planning is not mandated, outdoor recreation remains secondary to economic priorities.
空间规划在保护生态价值和户外休闲空间方面起着至关重要的作用。从历史上看,户外娱乐一直是瑞典公共卫生规划的核心,但研究表明,它与空间规划的结合已经减弱,特别是在瑞典的分散系统中。相反,户外娱乐往往被视为一种经济资产,提供吸引力和支持发展,而不是公共卫生。由于瑞典市政当局拥有规划垄断权,他们在保护休闲区方面发挥着关键作用。这项研究考察了瑞典西海岸的11个城市如何将户外娱乐融入他们的规划中,这一地区面临着巨大的发展、保护和娱乐压力。综合规划的定性分析,结合Marstrand自然保护区规划过程的案例研究,揭示了户外休闲活动的主要动机是经济增长。沿海城市的目标是吸引游客和全年居民,而城市和通勤区则专注于提供有吸引力的生活环境,以在区域/国家竞争下保护居住人口。一个关键的结论是,如果没有正式的激励措施,将户外娱乐纳入空间规划主要是出于经济原因,而不是作为一种公共卫生战略。这表明,在没有强制性卫生规划的分散系统中,户外娱乐仍然次于经济优先事项。
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引用次数: 0
Awe experiences on Kumano Kodo with a kataribe 用武士刀在熊野古道上的敬畏体验
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-09-30 DOI: 10.1016/j.jort.2025.100966
Eiji Ito , Shintaro Kono , Kei Tanisho , Tsukasa Kawanishi
Kumano Kodo, a UNESCO World Heritage site, is an ancient network of pilgrimage routes in Japan's Kii Peninsula, renowned for its cultural and spiritual significance. Recent research highlights (a) the importance of awe experiences in both nature-based and pilgrimage tourism contexts, and (b) that a kataribe, a local tour guide with historical insights, knowledge of conservation efforts, and the ability to interpret local culture and nature, may enhance awe experiences during walks on Kumano Kodo. This study aims to examine whether walking on Kumano Kodo with a kataribe contributes to awe experiences. Useable data were collected from 24 undergraduate students, 13 of whom were accompanied by a kataribe. Awe experiences were assessed using self-report and psychophysiological measurements, specifically salivary amylase levels. Findings revealed that walking on Kumano Kodo significantly increased awe experiences, regardless of the presence of the kataribe. However, follow-up analyses indicated that participants walking with the kataribe experienced significant increases in awe experiences at specific sites characterized by notable tourism attractions. This study suggests that while the intrinsic attributes of Kumano Kodo evoke awe, the information provided by the kataribe can enhance these experiences, with the impact being most pronounced at the beginning and end of the tour. No significant changes were observed in amylase levels, likely due to the counteracting effects of physical activity. The research highlights the pivotal role of a kataribe in enriching tourist experiences and emphasizes the importance of kataribe-led briefings at the beginning and end of the tour to enhance awe experiences.
熊野古道被联合国教科文组织列为世界遗产,是日本纪井半岛的一个古老的朝圣路线网络,以其文化和精神意义而闻名。最近的研究强调了(a)敬畏体验在以自然为基础的旅游和朝圣旅游背景下的重要性,以及(b)具有历史见解、保护工作知识和解释当地文化和自然能力的当地导游kataribe可以增强熊野古道漫步时的敬畏体验。本研究旨在探讨在熊野古道上行走是否有助于敬畏体验。研究人员从24名本科生中收集了可用的数据,其中13名学生由一名志愿者陪同。使用自我报告和心理生理测量来评估敬畏体验,特别是唾液淀粉酶水平。研究结果显示,在熊野古道上行走显著增加了敬畏体验,无论kataribe是否存在。然而,后续分析表明,与kataribe一起行走的参与者在具有著名旅游景点特征的特定地点的敬畏体验显着增加。这项研究表明,熊野古道的内在属性唤起了敬畏,而kataribe提供的信息可以增强这些体验,其影响在游览的开始和结束时最为明显。没有观察到淀粉酶水平的显著变化,可能是由于体育活动的抵消作用。该研究强调了导游在丰富游客体验方面的关键作用,并强调了导游在旅游开始和结束时引导的简报的重要性,以增强敬畏体验。
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引用次数: 0
Optimizing spatial distribution of parks based on the preference for park types: A case study with an improved two-step floating catchment area method 基于公园类型偏好的公园空间布局优化——以改进的两步浮动集水区法为例
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-09-27 DOI: 10.1016/j.jort.2025.100962
Lingxiang Huang , Shuyuan Yang , Shixiang Xu , Zhu Chen
2SFCA (two-step float catchment area) has been commonly adopted in the analysis of accessibility to parks. However, the allocation of parks with partly different and partly substitutable functions has not been supported by the current method. This study incorporates the conception of preference of people groups for park types and the group-type matrix into the analysis of accessibility, and improves 2SFCA for the case study of Chengdu, China. As results firstly, age groups 0–17, 18–59 and ≥ 60 have significantly different preferences for country, theme and comprehensive parks, and the spatial distribution of these age groups is not even. Secondly, for each park type, a single-peaked spatial gradient is observed, wherein accessibility values are highest in a central sub-district and decrease towards the periphery. However, the locations of these central sub-districts vary across the three park types. Thirdly in the scheme for optimization, the satisfactory accessibility values in the samples could be taken as the target for the units requiring optimization. As two clusters at the urban sub-core area are identified as lacking parks, one cluster needs to build country park 56509 m2, and the other one needs 20501 m2 comprehensive park at the east part, country park 81991 m2 and comprehensive park 73946 m2 at the north part. In addition, the area at the urban periphery requires exercise equipment, playing and educational fields although it has sufficient open space. The policy implication and measures are further proposed correspondingly.
在分析公园的可达性时,通常采用两步浮子集水区(sfca)。但是,目前的方法还不支持部分功能不同、部分功能可替代的公园的分配。本研究将人群对公园类型的偏好概念和群体类型矩阵纳入可达性分析,并以成都市为例对2SFCA进行了改进。结果表明:①0 ~ 17岁、18 ~ 59岁和≥60岁人群对乡村公园、主题公园和综合公园的偏好存在显著差异,且空间分布不均匀;其次,各公园类型均呈现单峰空间梯度,中心分区可达性值最高,向周边降低。然而,这些中心街道的位置在三种公园类型中有所不同。第三,在优化方案中,以样本中令人满意的可达性值作为优化单元的目标。由于城市副核心区的两个集群被确定为缺乏公园,一个集群需要建设国家公园56509 m2,另一个集群需要建设综合公园20501 m2,东部需要建设国家公园81991 m2,北部需要建设综合公园73946 m2。此外,城市外围的区域虽然有足够的开放空间,但需要锻炼设备、玩耍和教育场所。并进一步提出相应的政策含义和措施。
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引用次数: 0
Study on the mental health of women practicing mountain sports and climbing: elite vs. non-elite 女子山地运动与登山的心理健康研究:精英与非精英
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-09-26 DOI: 10.1016/j.jort.2025.100961
David Molero , Vanesa España-Romero , Germán Vicente-Rodríguez
There's current social interest in participating in outdoor activities, which necessitates a deeper examination of the psychosocial factors surrounding these sports. This proposal is part of the project "Evaluation of the physical and mental health of women practicing mountain and climbing sports". Mental health and psychosocial variables are analyzed in women who participate in these sports. The purpose of the study is to investigate the psychosocial well-being of the participants and to analyze the effect of age and sporting level (elite vs. non-elite). A total of 91 women participated, divided into two groups: 20 athletes from the Spanish national teams (junior and senior) in climbing, ski mountaineering, and mountain running (elite group), and 71 non-elite women. The following scales were used: the Spanish Subjective Happiness Scale Satisfaction with Life Scale, Brief Resilient Coping Scale, DASS Scale (for depression and stress), and the Competitive State Anxiety Inventory. All scales employed are validated. Significant differences were found by age (under 35 years vs. over 35 years) in resilience [Z = 688, p = .007, Hedges' g = .702]; depression [Z = 780, p = .05, Hedges' g = .452]; stress [Z = 789, p = .05, Hedges' g = .442]; cognitive anxiety [Z = 560, p < .001, Hedges' g = .863]; somatic anxiety [Z = 758, p = .03, Hedges' g = .453]; and self-confidence [Z = 688, p = .007, Hedges' g = .613]. By sporting level (elite vs. non-elite), elite athletes exhibited greater life satisfaction [Z = 482, p = .028, Hedges' g = .559] and lower cognitive anxiety [Z = 383, p = .002, Hedges' g = .841]. The linear regression analysis revealed that the two predictor variables accounted for 57.7 % of the variance in subjective happiness (R = .785, R2 = .586, R2 = .577, F(2–88) = 62.307, p < .001, power β-1 = .97783). The variable with the greatest weight was life satisfaction (Beta = .582, t = 6.901, p < .001), followed by resilience (Beta = .263, t = 3.118, p = .002). The discussion of the study's findings demonstrates that this research is consistent with other similar investigations. A potential limitation of the study is the relatively small sample size.
目前社会对参加户外活动有兴趣,这就需要对这些运动周围的社会心理因素进行更深入的研究。这项建议是“评估从事登山运动的妇女的身心健康”项目的一部分。对参加这些运动的妇女的心理健康和社会心理变量进行了分析。本研究的目的是调查参与者的心理社会健康状况,并分析年龄和运动水平(精英与非精英)的影响。共有91名女性参加,分为两组:20名来自西班牙国家队(初级和高级)的攀岩、滑雪登山和山地跑步运动员(精英组)和71名非精英女性。采用西班牙主观幸福量表、生活满意度量表、短期弹性应对量表、DASS量表(抑郁和压力)和竞争状态焦虑量表。所有使用的量表都经过验证。不同年龄(35岁以下与35岁以上)在心理弹性方面存在显著差异[Z = 688, p = 0.007, Hedges的g = 0.702];抑郁[Z = 780, p = 0.05, Hedges' g = .452];应力[Z = 789, p = 0.05, Hedges' g = .442];认知焦虑(Z = 560, p & lt;措施,树篱的g = .863);躯体焦虑(Z = 758, p = 03,树篱的g = .453);和自信(Z = 688, p = .007树篱的g = .613]。在运动水平上,优秀运动员表现出更高的生活满意度[Z = 482, p = 0.028, Hedges' g = .559]和更低的认知焦虑[Z = 383, p = .002, Hedges' g = .841]。线性回归分析显示,这两个预测变量对主观幸福感方差的贡献率为57.7% (R = .785, R2 = .586, R2 = .577, F(2-88) = 62.307, p < 001,幂β-1 = .97783)。权重最大的变量是生活满意度(Beta = 0.582, t = 6.901, p < 0.001),其次是心理弹性(Beta = 0.263, t = 3.118, p = 0.002)。对研究结果的讨论表明,这项研究与其他类似的研究是一致的。该研究的一个潜在限制是样本量相对较小。
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引用次数: 0
Is winter coming? Outdoor recreation voluntary associations and fat biking in Northwestern Ontario and Northeastern Minnesota 冬天来了吗?安大略省西北部和明尼苏达州东北部的户外娱乐志愿协会和脂肪自行车
IF 4.4 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-09-26 DOI: 10.1016/j.jort.2025.100914
Kelsey M. Johansen , Raynald Harvey Lemelin
<div><div>Outdoor recreation voluntary associations (ORVAs) such as mountain biking associations play vital roles in the creation, management, and upkeep of trail systems in North America. While research on ORVAs has expanded in the last decade, studies have not sufficiently examined the challenges presented by the impacts of climate disruption on ORVAs, including increased demands on volunteers and event cancellations, nor the potential long-term impacts on the viability of trail-based activities coordinated by ORVAs. Based on interviews and surveys conducted in Northwestern Ontario (NWO) and Northeastern Minnesota (NEM), this study aimed to 1) ascertain the extent of fat biking participation in NWO and NEM and the ridership profiles of those engaged in this recreational activity, 2) assess their levels of engagement as volunteers within local ORVAs, 3) assess their willingness to volunteer in the future, and 4) explore the challenges and opportunities associated with the inclusion of fat biking as a climate change adaptive strategy within regional recreation offerings. Findings revealed that while fat bikers appreciated the volunteer efforts of trail groomers and event/race coordinators more than forty percent were unlikely to volunteer with local ORVAs. Existing ORVA volunteers reported higher demands on their time during heavy snow seasons, as well as burnout associated with a lack of volunteer recruitment and retention strategies. With climate disruption trends expected to continue, Mountain Biking ORVAs (MB-ORVAs) must proactively manage associated and compounded challenges by developing seasonal trail grooming and volunteer recruitment, management, and retention strategies and should consider rotating co-hosting duties for collaborative fat bike events to ensure the provision of safe and well-groomed trails, and regularly occurring events, which support the continued development and growth of regional winter fat biking engagement.</div></div><div><h3>Statement of management implications</h3><div>By highlighting how fat biking is employed to provide year-round trail riding opportunities, this study expands on current understandings of Mountain Biking Outdoor Recreation Voluntary Associations (MB-ORVAs) in the U.S. and Canada. MB-ORVAs must proactively manage the challenges associated with climate disruptions and the increased demand placed on volunteer groomers and administrative capacities. MB-ORVAs should:<ul><li><span>•</span><span><div>Continually assess fat bikers' perceptions of natural resource conditions (e.g., snow volume, frequency and severity of snow fall, depth of snowpack, etc.) within provided recreation settings, and the individual adaptive strategies fat bikers and other outdoor recreationists employ when faced with suboptimal conditions;</div></span></li><li><span>•</span><span><div>Assess the impact of fat bikers' perceptions of natural resource conditions and the severity of climate disruptions on their willingness to vo
户外娱乐志愿协会(orva),如山地自行车协会,在北美小径系统的创建、管理和维护中发挥着至关重要的作用。虽然在过去十年中对orva的研究有所扩大,但研究尚未充分研究气候破坏对orva的影响所带来的挑战,包括对志愿者和活动取消的需求增加,以及对orva协调的小径活动可行性的潜在长期影响。基于在安大略省西北部(NWO)和明尼苏达州东北部(NEM)进行的访谈和调查,本研究旨在1)确定NWO和NEM参与脂肪自行车的程度以及参与这项娱乐活动的人的骑行概况;2)评估他们作为当地orva志愿者的参与程度;3)评估他们未来志愿活动的意愿。4)探索将脂肪自行车纳入区域娱乐产品中作为气候变化适应策略的挑战和机遇。调查结果显示,虽然肥胖的自行车手很欣赏越野跑教练和赛事/比赛协调员的志愿工作,但超过40%的人不太可能成为当地orva的志愿者。现有的ORVA志愿者报告说,在大雪季节,他们的时间需求更高,而且由于缺乏志愿者招募和保留策略,他们会感到精疲力竭。随着气候破坏趋势的持续,山地自行车orva (mb - orva)必须积极应对相关的复杂挑战,通过制定季节性的步道整理和志愿者招募、管理和保留策略,并考虑轮流共同主持合作自行车活动,以确保提供安全、整洁的步道,并定期举办活动。支持区域冬季脂肪自行车参与的持续发展和增长。通过强调脂肪自行车如何被用来提供全年的越野骑行机会,本研究扩展了目前对美国和加拿大山地自行车户外娱乐志愿协会(MB-ORVAs)的理解。mb - orva必须积极应对与气候破坏以及对志愿美容师和行政能力的需求增加相关的挑战。MB-ORVAs应该:•在提供的娱乐环境中,持续评估肥胖骑行者对自然资源条件的感知(例如,雪量、降雪频率和严重程度、积雪深度等),以及肥胖骑行者和其他户外骑行者在面对次优条件时采用的个体适应策略;•评估肥胖骑行者对自然资源条件和气候破坏严重程度的看法对他们自愿参加小径整理和活动主办活动的意愿的影响;•开发一项两国/两年一次的脂肪自行车活动,以分配主办责任,减少志愿者和当地MB-ORVA资源的压力,并提供一个平台,展示两个地区现有和新兴的脂肪自行车路线;•制定并实施年度志愿者参与和情绪调查,以征求主动和被动ORVA成员对志愿者工作量、志愿者情绪和志愿者经历的反馈;•实施志愿者招募和保留策略,包括建立志愿者认可计划,制定有针对性的志愿者招募和保留计划,并聘请专门的志愿者协调员来领导这些举措。采用这些策略将使mb - orva在NWO和NEM以及其他受气候破坏影响的地区定位,提供高质量的冬季娱乐体验,包括安全、整洁的小径和定期举办的活动。
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Journal of Outdoor Recreation and Tourism-Research Planning and Management
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