This paper is in the following e-collection/theme issue:

Infodemiology and Infoveillance (1349)

Published on in Vol 20, No 11 (2018): November

Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review

Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review

Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review

Authors of this article:

Amaryllis Mavragani1 Author Orcid Image ;   Gabriela Ochoa1 Author Orcid Image ;   Konstantinos P Tsagarakis2 Author Orcid Image
Article Authors Cited by (209) Tweetations (37) Metrics

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  128. Zhao X, Hayes T, Timmons A, Wu W, Frazier S. Unpacking Inequities in ADHD Diagnosis: Examining Individual-Level Race/Ethnicity and State-Level Online Information-Seeking Patterns. Administration and Policy in Mental Health and Mental Health Services Research 2023;50(4):576 View
  129. Pérez-Rave J, Maya-Restrepo M, González-Echavarría F. Do Internet search patterns predict election results? An analysis of the 2022 presidential election in Colombia using a reproducible descriptive analytics framework. DYNA 2023;90(225):64 View
  130. Thongmak M. What Google-based data can tell us about information systems theory: A review. Journal of Information Science 2023 View
  131. Lima F. O Uso do Google Trends para Análise de Interesse por Informações sobre o Câncer no Brasil: Aspectos Teórico-Metodológicos. Revista Brasileira de Cancerologia 2023;69(2) View
  132. van Kessel R, Kyriopoulos I, Mastylak A, Mossialos E, Ayatollahi H. Changes in digital healthcare search behavior during the early months of the COVID-19 pandemic: A study of six English-speaking countries. PLOS Digital Health 2023;2(5):e0000241 View
  133. Sharma P, Singh S, Balhara Y. Impact of the Lockdown Following COVID-19 on Online Interest for Digital Gaming in India. Indian Journal of Social Psychiatry 2021;37(3):335 View
  134. ÖZDEMİR S. Yeni Bir Veri Analiz Alanı: İnfodepidemiyoloji. Sağlık Bilimlerinde Değer 2023;13(2):291 View
  135. Bhagavathula A, Bansil S, Nishimura Y. Google Trends in Breast and Cervical Cancer Searches From 2008 to 2021: An Infodemiology Study. Cureus 2023 View
  136. Diaz-Balteiro L, Alfranca O, Voces R, Soliño M. Using google search patterns to explain the demand for wild edible mushrooms. Forest Policy and Economics 2023;152:102993 View
  137. Krywalski Santiago J. The progression in employer branding and employee based brand equity: Scholar API based systematic literature review. Journal of Economics and Management 2023;45:237 View
  138. Chu A, Chong A, Lai N, Tiwari A, So M. Enhancing the Predictive Power of Google Trends Data Through Network Analysis: Infodemiology Study of COVID-19. JMIR Public Health and Surveillance 2023;9:e42446 View
  139. Zeman P. Tick-Bite “Meteo”-Prevention: An Evaluation of Public Responsiveness to Tick Activity Forecasts Available Online. Life 2023;13(9):1908 View
  140. Rovetta A. An integrated infoveillance approach using google trends and Talkwalker: Listening to web concerns about COVID-19 vaccines in Italy. Healthcare Analytics 2023;4:100272 View
  141. Kim Y, Kim Y. Global regionalization of heat environment quality perception based on K-means clustering and Google trends data. Sustainable Cities and Society 2023;96:104710 View
  142. Pasha H. Smart access and smart protection for welfare gain in Europe during COVID‐19: An empirical investigation using real‐time data. Bulletin of Economic Research 2024;76(1):41 View
  143. Alibudbud R. Wikipedia page views for health research: a review. Frontiers in Big Data 2023;6 View
  144. Skrzypczak T, Skrzypczak A, Skrzypczak M. Implications of Public Interest in Colonoscopy: Analysis of Google Trends Data From 12 European Countries. Cureus 2023 View
  145. Morokhovets H, Lysanets Y, Kaidashev I. INFODEMIOLOGY: USING GOOGLE TRENDS AS A RESEARCH TOOL DURING THE COVID-19 PANDEMIC. The Medical and Ecological Problems 2023;27(3-4):3 View
  146. Lenzi F, Iazzetta F. Mapping obesity and diabetes’ representation on Twitter: the case of Italy. Frontiers in Sociology 2023;8 View
  147. AYDEMİR M. Etkileşimli Yayıncılık Sistemi ve İçerik Endüstrisi İlişkisi Üzerine Bir Analiz. HUMANITAS - Uluslararası Sosyal Bilimler Dergisi 2023;11(INCSOS VIII Özel Sayısı):1 View
  148. Costa I, Nisa M, Ferreira L. Online Search Patterns about Vaccination: A National Study. Portuguese Journal of Public Health 2022;40(3):134 View
  149. Melián-Fleitas L, Franco-Pérez Á, Sanz-Valero J, Wanden-Berghe C. Population Interest in Information on Obesity, Nutrition, and Occupational Health and Its Relationship with the Prevalence of Obesity: An Infodemiological Study. Nutrients 2023;15(17):3773 View
  150. Kamiński M, Czarny J, Skrzypczak P, Sienicki K, Roszak M. The Characteristics, Uses, and Biases of Studies Related to Malignancies Using Google Trends: Systematic Review. Journal of Medical Internet Research 2023;25:e47582 View
  151. Tan S, Tang M, Ong C, Tan V, Shannon N. Impact of COVID-19 on Public Interest in Breast Cancer Screening and Related Symptoms: Google Trends Analysis. JMIR Cancer 2023;9:e39105 View
  152. Brody P, Mehra M, Horinek M, Herzstein S, Chan J. Assessing Patterns in Childhood Obesity Patient Education: A Quality of Online Health Information and Google Trends Analysis. Childhood Obesity 2024;20(4):289 View
  153. Grandieri A, Trevisan C, Gentili S, Vetrano D, Liotta G, Volpato S. Relationship between People’s Interest in Medication Adherence, Health Literacy, and Self-Care: An Infodemiological Analysis in the Pre- and Post-COVID-19 Era. Journal of Personalized Medicine 2023;13(7):1090 View
  154. Palomo-Llinares R, Sánchez-Tormo J, Wanden-Berghe C, Sanz-Valero J. Occupational Health Applied Infodemiological Studies of Nutritional Diseases and Disorders: Scoping Review with Meta-Analysis. Nutrients 2023;15(16):3575 View
  155. Kamiński M, Hrycaj P. Celebrities influence on rheumatic diseases interest: a Google Trends analysis. Rheumatology International 2023;44(3):517 View
  156. Juanchich M, Sirota M, Holford D. How Should Doctors Frame the Risk of a Vaccine’s Adverse Side Effects? It Depends on How Trustworthy They Are. Medical Decision Making 2023;43(7-8):835 View
  157. Yeung A, Parvanov E, Horbańczuk J, Kletecka-Pulker M, Kimberger O, Willschke H, Atanasov A. Public interest in different types of masks and its relationship with pandemic and policy measures during the COVID-19 pandemic: a study using Google Trends data. Frontiers in Public Health 2023;11 View
  158. Bayram H, Ozturkcan A. Public interest in weight loss and diet-related topics in Europe: an infodemiology study of Google trends data from 2004–2022. International Journal of Food Sciences and Nutrition 2023;74(4):568 View
  159. Thakur N, Cui S, Patel K, Azizi N, Knieling V, Han C, Poon A, Shah R. Marburg Virus Outbreak and a New Conspiracy Theory: Findings from a Comprehensive Analysis and Forecasting of Web Behavior. Computation 2023;11(11):234 View
  160. Knoble C, Yu D. Bridging the Gap: Analyzing the Relationship between Environmental Justice Awareness on Twitter and Socio-Environmental Factors Using Remote Sensing and Big Data. Remote Sensing 2023;15(23):5510 View
  161. Reny T, Newman B, Holbein J, Hassell H, Ognyanova K. Public mass shootings cause large surges in Americans’ engagement with gun policy. PNAS Nexus 2023;2(12) View
  162. Lima F, Martins L, Szklo A. What does Google Trends reveal about the proportion of waterpipe users in the Brazilian population?. Epidemiologia e Serviços de Saúde 2023;32(4) View
  163. Lima F, Martins L, Szklo A. O que o Google Trends tem a dizer sobre a proporção de usuários de narguilé na população brasileira?. Epidemiologia e Serviços de Saúde 2023;32(4) View
  164. Maugeri A, Barchitta M, Basile G, Agodi A. Public and Research Interest in Telemedicine From 2017 to 2022: Infodemiology Study of Google Trends Data and Bibliometric Analysis of Scientific Literature. Journal of Medical Internet Research 2024;26:e50088 View
  165. Olsson S, Sreepad B, Lee T, Fasih M, Fijany A. Public Interest in Acetyl Hexapeptide-8: Longitudinal Analysis. JMIR Dermatology 2024;7:e54217 View
  166. Wang Y, Shi W, Sun Y, Yeh C. A Novel Framework to Forecast COVID-19 Incidence Based on Google Trends Search Data. IEEE Transactions on Computational Social Systems 2024;11(1):1352 View
  167. Ditlhokwa G, Cann V. Postcolonial Analysis of Transcultural News Frames: A Case Study of Facebook Rebranding. Journal of Transcultural Communication 2024 View
  168. Cebrián E, Domenech J. Addressing Google Trends inconsistencies. Technological Forecasting and Social Change 2024;202:123318 View
  169. Gilson A, Chen Q, Adelman R. Ophthalmic care may not align with patient need: An analysis on state-wide patient needs and provider density between 2008 and 2022. International Journal of Medical Informatics 2024;185:105411 View
  170. Bayram H, Öztürkcan A. Türkiye’de Popüler Diyet Terimlerine Gösterilen İlginin İncelenmesi: Bir İnfodemiyoloji Çalışması. Bandırma Onyedi Eylül Üniversitesi Sağlık Bilimleri ve Araştırmaları Dergisi 2024;6(1):120 View
  171. Bełej M. Exploring Public Interest in Limited-Use Areas and Compensation from Airports in Poland: A Google Trends Analysis. Real Estate Management and Valuation 2024;32(3):64 View
  172. Shih D, Wu Y, Wu T, Chang S, Shih M. Infodemiology of Influenza-like Illness: Utilizing Google Trends’ Big Data for Epidemic Surveillance. Journal of Clinical Medicine 2024;13(7):1946 View
  173. Gaudiano M, Aureli F, Manna L, Borioni A, Maccelli A, Raimondo M, De Giorgi D, Bartolomei M. Illegal products containing selective androgen receptor modulators purchased online from Italy: health risks for consumers. Sexual Medicine 2024;12(2) View
  174. Şen Yavuz B, Güneyligil Kazaz T, Akbeyaz Şivet E, Kargul B. Prediction of the Spread of the COVID-19 Pandemic with Google Searches: An Infodemiological Approach. ADO Klinik Bilimler Dergisi 2024;13(2):358 View
  175. Alibudbud R. Philippine COVID-19 Vaccination Through an Infodemiological Lens: A One-year Web-based Search Volume Analysis From 2020 to 2021. Malaysian Journal of Medicine and Health Sciences 2024;20(1):369 View
  176. Lim J, Hwang J. Exploring diverse interests of collaborators in smart cities: A topic analysis using LDA and BERT. Heliyon 2024;10(9):e30367 View
  177. Drouaud A, Antar R, Xu V, Nagao P, Tafuri S, Whalen M. Online Interest in Urology Residency: A Comprehensive Analysis of Current Internet Temporal and Geographic Patterns. International Medical Education 2024;3(2):160 View
  178. Romeiser J, Jusko N, Williams A. Emerging Trends in Information-Seeking Behavior for Alpha-Gal Syndrome: Infodemiology Study Using Time Series and Content Analysis. Journal of Medical Internet Research 2024;26:e49928 View
  179. Martínez-Aguilar L, Sanz-Lorente M, Martínez-Martínez F, Faus M, Sanz-Valero J. Public interest in drug-related problems reflected in information search trends: an infodemiological study. DARU Journal of Pharmaceutical Sciences 2024;32(2):537 View
  180. Niedermeier M, Makary M. Exploring the online landscape of interventional radiology: a global analysis of search trends. Clinical Radiology 2024;79(9):e1134 View
  181. Smith A, Graña J, Alibudbud R, Ventriglio A, Buadze A, Liebrenz M. Mental health and the ballot box: A correlational analysis of Google searches for mental health and national election periods in the United States and the United Kingdom from 2008 to 2020. International Journal of Social Psychiatry 2024;70(6):1155 View
  182. Marques D. Searching for cognitive behavioral therapy for insomnia on Google: an infodemiological perspective. SLEEP 2024;47(9) View
  183. Temel M, Erden Y, Bağcıer F. A surge in queries: Analyzing the increased public interest in dry needling using Google trends – A cross-sectional observational study. Journal of Bodywork and Movement Therapies 2024;40:953 View
  184. Uslu E, Yıldırım N. MULTİPL SKLEROZ HAKKINDA MERAK EDİLENLER: GOOGLE TREND VERİLERİ. Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi 2024;13(2):736 View
  185. Thakur N, Han C. Country-Specific Interests towards Fall Detection from 2004–2021: An Open Access Dataset and Research Questions. Data 2021;6(8):92 View
  186. Aldhahwani B, Shaheen A, Tibi C, Capo H, Cavuoto K. Gauging Public Interest in Pediatric Ophthalmology Conditions Using Google Trends. Journal of Pediatric Ophthalmology & Strabismus 2024;61(4) View
  187. Yoldaş T, Kaya G, Parmaksız A, Işıklar H, Günalan E. Nutritional analysis of vegan recipes: From social media to plate. Food Science & Nutrition 2024;12(10):7657 View
  188. Portugal-Nunes C, Cheng L, Briote M, Saraiva C, Nunes F, Gonçalves C. COVID-19 Changes Public Awareness about Food Sustainability and Dietary Patterns: A Google Trends Analysis. Nutrients 2022;14(22):4898 View
  189. Wang Y, Ran L, Jiao W, Xia Y, Lan Y. The predation relationship between online medical search and online medical consultation—empirical research based on Baidu platform data. Frontiers in Public Health 2024;12 View
  190. O’Flanagan A, Senkbeil J, Keellings D. Understanding Public Attention to Heat Wave Information. Papers in Applied Geography 2024:1 View
  191. Vidal M, Tantengco O, Amosco M. Regional differences in online interest in COVID-19 infection and COVID-19 vaccine in pregnancy: A Google Trends analysis. Philippine Journal of Obstetrics and Gynecology 2023;47(4):190 View
  192. Jindal H, Jindal P, Jamir L, Faujdar D, Datta H. Global Change in Interest toward Yoga for Mental Health Ailments during Coronavirus Disease-19 Pandemic. International Journal of Yoga 2021;14(2):109 View
  193. Nichols L, Goforth A, Sacra M, Ahlers K. Collaboration to Support Rural Student Social-Emotional Needs. The Rural Educator 2018;38(1) View
  194. Pérez Rave J, Fernández Guerrero R, Salas Vallina A. Validation of a dispositional critical thinking scale using an original analytical methodology for addressing data from Google Trends. Baltic Journal of Management 2024;19(5):512 View
  195. Knoble C, Fabolude G, Vu A, Yu D. From crisis to prevention: mining big data for public health insights during the flint water crisis. Discover Sustainability 2024;5(1) View
  196. Gummer T, Oehrlein A. Using Google Trends Data to Study High-Frequency Search Terms: Evidence for a Reliability-Frequency Continuum. Social Science Computer Review 2024 View

Books/Policy Documents

  1. Schwand C, Kotek K. Werbegeschichte(n). View
  2. Nguyen T, Gosine R, Warrian P. Proceedings of the Future Technologies Conference (FTC) 2020, Volume 3. View
  3. Ghosh A, Choudhury S, Narasimha V. Handbook of Substance Misuse and Addictions. View
  4. Ghosh A, Choudhury S, Narasimha V. Handbook of Substance Misuse and Addictions. View
  5. Konidaris A, Stellatou O, Polykalas S, Vardikou C. Transcending Borders in Tourism Through Innovation and Cultural Heritage. View
  6. Thakur N, Han C. Human Interaction, Emerging Technologies and Future Systems V. View
  7. Galido A, Ecleo J. Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference (NiDS 2022). View
  8. Rahulraj P, Sanil J, Anoop V, Asharaf S. Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023. View
  9. Thakur N, Khanna K, Cui S, Azizi N, Liu Z. HCI International 2023 – Late Breaking Papers. View
  10. Zahra F, Bostanci Y, Tokgozlu O, Turkoglu M, Soyturk M. Recent Advances in Microelectronics Reliability. View