Match tier Confirmed
Presence Current · Arkansas
Last published 2026
Sources OpenAlex · ORCID
Refreshed 2026-08-15

Siyao Ma

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

Also affiliated: Polytec (Germany) (2024); Stomatology Hospital (2024); Zhejiang University (2024)

Faculty Researcher

11 h-index 22 pubs 387 cited

  • Health Services Accessibility
  • Healthcare Disparities
  • Adult
  • Aged
  • Cross-Sectional Studies
  • Female
  • Humans
  • Male
  • Middle Aged
  • Sleep Wake Disorders
  • United States
  • Spatial Analysis

Biography and Research Information

OverviewAI-generated summary

Siyao Ma's research investigates the intersection of climate, tourism, and human behavior. Her work has explored how climate change may impact future Olympic Winter Games, examining athlete and coach perspectives. Ma has also studied the role of artificial intelligence in enhancing tourist satisfaction within the tourism sector. Additionally, her research has delved into the influence of weather and disasters on camping experiences, extending existing psychological theories like Construal Level Theory. This body of work includes analyses of climate resources available at United States National Parks and globally for camping and nature-based tourism, often employing specific indices to assess these resources. Ma's publications also address the effects of events like COVID-19 on outdoor recreational activities such as camping. Her scholarship is reflected in an h-index of 11 and a total of 22 publications.

Metrics

  • h-index: 11
  • Publications: 22
  • Citations: 387

Selected Publications

  • Climate-adjusted probability of default model: A framework for integrating physical climate risk for residential mortgage (2026)
    Sustainable Futures DOI OpenAlex
  • Hurricane adaptation during climate change: the Tampa General Hospital and <i>AquaFence®</i> case (2026)
    The CASE Journal DOI OpenAlex
  • Camping Occupancy and Climate at Southeast United States Parks after the Realization of COVID (2025)
    Journal of Park and Recreation Administration DOI OpenAlex
  • Global Climate Resources and Climate Change for Beach Tourism (1950‐2019) (2024)
    Tourism in Marine Environments 4 citations DOI OpenAlex
  • Applying a phenology algorithm to establish camping seasons in the United States (2023)
    Journal of Ecotourism 3 citations DOI OpenAlex
  • Climate resources for camping: A resource-based theory perspective (2022)
    Tourism Management Perspectives 16 citations DOI OpenAlex
  • Tourism &amp; climate change in North America: regional state of knowledge (2022)
    Journal of Sustainable Tourism 19 citations DOI OpenAlex
  • Tourism under climate crisis in Asia: impacts and implications (2022)
    Journal of Sustainable Tourism 9 citations DOI OpenAlex
  • Weather and recreational vehicle camping businesses (2022)
    Annals of Tourism Research Empirical Insights 13 citations DOI OpenAlex
  • Climate change and the future of the Olympic Winter Games: athlete and coach perspectives (2022)
    Current Issues in Tourism 52 citations DOI OpenAlex
  • Global Climate Resources for Camping and Nature-Based Tourism (2021)
    Tourism and Hospitality 23 citations DOI OpenAlex
  • Camping, weather, and disasters: Extending the Construal Level Theory (2021)
    Journal of Hospitality and Tourism Management 35 citations DOI OpenAlex
  • Climate resources at United States National Parks: a tourism climate index approach (2021)
    Tourism Recreation Research 31 citations DOI OpenAlex
  • COVID-19, camping and construal level theory (2021)
    Current Issues in Tourism 19 citations DOI OpenAlex
  • Camping climate resources: the camping climate index in the United States (2020)
    Current Issues in Tourism 24 citations DOI OpenAlex

View all publications on OpenAlex →

Collaboration Network

14 Collaborators 11 Institutions 7 Countries

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