More than just a stye: identifying seasonal patterns using google trends, and a review of infodemiological literature in ophthalmology

被引:2
|
作者
Pradeep, Tejus [1 ]
Ravipati, Advaitaa [2 ]
Melachuri, Samyuktha [3 ]
Fu, Roxana [3 ]
机构
[1] Univ Penn, Dept Ophthalmol, Scheie Eye Inst, Philadelphia, PA 19104 USA
[2] Univ Miami, Bascom Palmer Eye Inst, Dept Ophthalmol, Miller Sch Med, Miami, FL USA
[3] Univ Pittsburgh, Dept Ophthalmol, Med Ctr, Pittsburgh, PA 15213 USA
关键词
Google trends; infodemiology; ophthalmology; seasonal trends; stye; TOOLS;
D O I
10.1080/01676830.2022.2040542
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Purpose We aim to evaluate the utility of internet search query data in ophthalmology by: (1) Evaluating trends in searches for styes in the United States and worldwide, and (2) Performing a review of literature of infodemiological data in ophthalmology. Methods: Google Trends search data for "stye" was analyzed from January 2004 to January 2020 in the United States and worldwide. Spearman's correlation coefficient and sinusoidal modeling were performed to assess the significance and seasonality of trends. Review of literature included searches for "ophthalmology Google trends," "ophthalmology twitter trends," "ophthalmology infodemiology," "eye google trends," and "social media ophthalmology." Results: Searches for styes were cyclical in the United States and globally with a steady increase from 2004 to 2020 (sum-of-squares F-test for sinusoidal model: p < .0001, r(2) = 0.96). Peak search volume index (SVI) months were 7.9 months in the United States and 6.8 months worldwide. U.S. temperature and SVI for stye were correlated in the United States at the state, divisional, and country-wide levels (p < .005; p < .005; p < .01 respectively). Seven articles met our literature review inclusion criteria. Conclusions: We present a novel finding of seasonality with global and U.S. searches for stye, and association of searches with temperature in the United States. Within ophthalmology, infodemiological literature has been used to track trends and identify seasonal disease patterns, perform disease surveillance, improve resource optimization by identifying regional hotspots, tailor marketing, and monitor institutional reputation. Future research into this domain may help identify further trends, improve prevention efforts, and reduce medical costs.
引用
收藏
页码:130 / 137
页数:8
相关论文
共 18 条
  • [1] Patterns of search queries of diabetes-related terms: An infodemiological study using Google trends
    Koo, Malcolm
    Tsai, Kun-Wei
    Lin, Shih-Chun
    [J]. DIABETES RESEARCH AND CLINICAL PRACTICE, 2016, 120 : S209 - S209
  • [2] Seasonal and Geographic Patterns in Tanning Using Real-Time Data From Google Trends
    Toosi, Bez
    Kalia, Sunil
    [J]. JAMA DERMATOLOGY, 2016, 152 (02) : 215 - 217
  • [3] Michael's Thyroid Factor, more than just a storm: A case and review of the literature.
    Perez, L
    Corsino, LA
    Grullon, K
    Montesino, E
    Diez, A
    Wiese, W
    [J]. JOURNAL OF GENERAL INTERNAL MEDICINE, 2005, 20 : 250 - 250
  • [4] Cogan's syndrome is more than just keratitis: a case-based literature review
    Wang, Yanqing
    Tang, Shichao
    Shao, Chong
    Liu, Yu
    [J]. BMC OPHTHALMOLOGY, 2023, 23 (01)
  • [5] Cogan’s syndrome is more than just keratitis: a case-based literature review
    Yanqing Wang
    Shichao Tang
    Chong Shao
    Yu Liu
    [J]. BMC Ophthalmology, 23
  • [6] Forecasting and Surveillance of COVID-19 Spread Using Google Trends: Literature Review
    Saegner, Tobias
    Austys, Donatas
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (19)
  • [7] Does early acne intervention provide more than just a reduction in the incidence of scars? A review of the literature
    Vos, Ayesha
    [J]. AUSTRALASIAN JOURNAL OF DERMATOLOGY, 2022, 63 : 4 - 4
  • [8] Avoidant Restrictive Food Intake Disorder-More Than Just Picky Eating: A Case Discussion and Literature Review
    Davis, Emily
    Stone, Elizabeth L.
    [J]. JNP-JOURNAL FOR NURSE PRACTITIONERS, 2020, 16 (10): : 713 - 717
  • [9] A Systematic Literature Review on Identifying Patterns Using Unsupervised Clustering Algorithms: A Data Mining Perspective
    Chaudhry, Mahnoor
    Shafi, Imran
    Mahnoor, Mahnoor
    Vargas, Debora Libertad Ramirez
    Thompson, Ernesto Bautista
    Ashraf, Imran
    [J]. SYMMETRY-BASEL, 2023, 15 (09):
  • [10] Chronic cough: more than just a persistent cough: a systematic literature review to understand the impact of chronic cough on quality of life
    Bali, Vishal
    Adriano, Ada
    Byrne, Aidan
    Akers, Katherine G.
    Frederickson, Andrew
    Schelfhout, Jonathan
    [J]. QUALITY OF LIFE RESEARCH, 2024, 33 (04) : 903 - 916