• 1.

    APMA: Public opinion research on foot heath and care findings from a survey of 1000 adults. Available at: https://www.apma.org/files/APMA2014TodaysPodiatristSurveyAllFindindings.pdf. Accessed December 10, 2019.

    • PubMed
    • Search Google Scholar
    • Export Citation
  • 2.

    APMA: Newsworthy analysis: foot ailments survey. Available at: https://www.apma.org/files/FileDownloads/APMAFootAilmentsSurveyNewsWorthyAnalysis012309.pdf. Accessed December 10, 2019.

    • PubMed
    • Search Google Scholar
    • Export Citation
  • 3.

    Deiner MS , McLeod SD & Wong J et al.: Google searches and detection of conjunctivitis epidemics worldwide. Ophthalmology 126: 1219, 2019.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 4.

    Seidl S , Shuster B & Ruh M et al.: What do Germans want to know about skin cancer? A nationwide Google search analysis from 2013 to 2017. J Med Internet Res 20: e10327, 2018.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 5.

    Telfer S & Woodburn J: Let me Google that for you: a time series analysis of seasonality in Internet search trends for terms related to foot and ankle pain. J Foot Ankle Res 8: 27, 2015.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 6.

    Nuti SV , Wayda B & Ranasinghe I et al.: The use of Google Trends in health care research: a systematic review. PloS One 9: e109583, 2014.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 7.

    Jespersen E , Holst R & Franz C et al.: Seasonal variation in musculoskeletal extremity injuries in school children aged 6-12 followed prospectively over 2.5 years: a cohort study. BMJ Open 4: e004165, 2014.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 8.

    Durkin MJ , Dicks KV & Baker AW et al.: Seasonal variation of common surgical site infections: does season matter? Infect Control Hosp Epidemiol 36: 1011, 2015.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 9.

    Tijerina JD , Morrison SD & Nolan IT et al.: Analysis and interpretation of Google Trends data on public interest in cosmetic body procedures. Aesthet Surg J 40: NP34, 2020.

    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 10.

    Ward B , Ward M & Paskhover B: Google Trends as a resource for informing plastic surgery marketing decisions. Aesthetic Plast Surg 42: 598, 2018.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 11.

    Rahiri JL , Barazanchi A & Furukawa S et al.: Using Google Trends to explore the New Zealand public's interest in bariatric surgery. ANZ J Surg 88: 1274, 2018.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 12.

    Wynkoop A , Ndubaku O & Walter N et al.: Temporal variation in ankle fractures and orthopedic resident program planning in an urban level 1 trauma center. J Foot Ankle Surg 56: 724, 2017.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 13.

    Shukla R , Jain N & Agarwal U et al.: Seasonal variation in orthopedic trauma patients—an experience from central India. J Clin Orthop Trauma 9 (suppl 1) : S40, 2018.

  • 14.

    Jellison SS , Bibens M & Checketts J et al.: Using Google Trends to assess global public interest in osteoarthritis. Rheumatol Int 38: 2133, 2018.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 15.

    Wu GC , Tao SS & Zhao CN et al.: Leveraging Google Trends to investigate the global public interest in rheumatoid arthritis. Rheumatol Int 39: 1439, 2019.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 16.

    Strotman PK , Novicoff WM & Nelson SJ et al.: Increasing public interest in stem cell injections for osteoarthritis of the hip and knee: a Google Trends analysis. J Arthroplasty 34: 1053, 2019.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation
  • 17.

    Cervellin G , Comelli I & Lippi G: Is Google Trends a reliable tool for digital epidemiology? Insights from different clinical settings. J Epidemiol Glob Health 7: 185, 2017.

    • Crossref
    • PubMed
    • Web of Science
    • Search Google Scholar
    • Export Citation

Using Google Trends to Identify Seasonal Variation in Foot and Ankle Pathology

Jana Olivova
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Bibi N. Singh
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Dominick J. Casciato
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Background

Google Trends proves to be a novel tool to ascertain the level of public interest in pathology and treatments. From anticipating nascent epidemics with data-driven prevention campaigns to identifying interest in cosmetic or bariatric surgery, Google Trends provides physicians real-time insight into the latest consumer trends.

Methods

We used Google Trends to identify temporal trends and variation in the search volume index of four groups of keywords that assessed practitioner-nomenclature inquiries, in addition to podiatric-specific searches for pain, traumatic injury, and common podiatric pathology over a 10-year period. The Mann-Kendall trend test was used to determine a trend in the series, and the Wilcoxon signed-rank test was used to determine whether there was a significant difference between summer and winter season inquiries. Significance was set at P ≤ .05.

Results

The terms “podiatrist” and “foot doctor” experienced increasing Search Volume Index (SVI) and seasonal variation, whereas the terms “foot surgeon” and “podiatric surgeon” experienced no such increase. “Foot pain,” “heel pain,” “toe pain,” and “ankle pain” experienced a significant increase in SVI, with “foot pain” maintaining the highest SVI at all times. Similar results were seen with the terms “foot fractures,” “bunion,” “ingrown toenail,” and “heel spur.” These terms all experienced statistically significant increasing trends; moreover, the SVI was significantly higher in the summer than in the winter for each of these terms.

Conclusions

The results of this study show the utility in illustrating seasonal variation in Internet interest of pathologies today's podiatrist commonly encounters. By identifying the popularity and seasonal variation of practitioner- and pathology-specific search inquiries, resources can be allocated to effectively address current public inquiries. With this knowledge, providers can learn what podiatric-specific interests are trending in their local communities and market their practice accordingly throughout the year.

Barry University School of Podiatric Medicine, Miami Shores, FL.

OhioHealth Grant Medical Center, Columbus, OH.

Corresponding author: Jane Olivova, BS, Barry University School of Podiatric Medicine, 11300 NE 2nd Ave, Miami Shores, FL 330161. (E-mail: jana.olivova@mymail.barry.edu)
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