scholarly journals Using Google Trends and Google to investigate public information needs in relation to dementia and dementia medication

2021 ◽  
Vol 29 (Supplement_1) ◽  
pp. i49-i50
Author(s):  
K Hanna ◽  
C Parsons

Abstract Introduction Although dementia is a global public health concern, there remains a large variability in public awareness of the condition and associated medications (1,2). Google Trends, a publicly available online resource, acts as a useful tool in the analysis of internet search activity and population behaviour, with applications across field of healthcare. It has not been used to date to investigate information needs in relation to dementia and dementia medications. Aim To investigate public information needs regarding dementia and dementia medications, by evaluating data from Google Trends and Google. Methods Google Trends was queried using search terms relating to dementia and dementia medications, for the five-year period to January 2020 and the 12-month period to January 2020, for United Kingdom (UK) and Ireland domains. The “top related queries” for each search term were extracted and recorded, and thematic analysis undertaken. The top ten Google search results for each search term were recorded, and assigned a rank based on their page position, from 1 (first search result, highest rank) to 10 (lowest rank); count (the number of times the website domain appeared near the top of the search results) and average rank (i.e. ordinal position) were calculated for each domain. Google Trends was also queried using the term “dementia” for the UK domain, from 2004 to February 2020, and Loess Seasonal Trend Decomposition undertaken using R software to determine seasonality patterns in internet searching. Results Thematic analysis highlighted that the public sought information on dementia types, causes, signs and symptoms, diagnosis, prognosis, care and charitable organisations. Themes were broadly similar across time periods and UK/Ireland domains, with minor differences observed, including increased interest in research and development in 12-month UK data, and greater interest in charitable/government support in Ireland. The public sought information on acetylcholinesterase inhibitors and memantine, their indications, doses, formulations, side effects, antipsychotic use for agitation, information sources for dementia medications, and medications for co-morbidities. Analysis of search results, count and average rank revealed that the public were often directed to high-quality evidence-based websites for condition and medication-related search terms, though some less reliable information sources also featured. Seasonal variation was observed; a modest swing in interest was exhibited over the year, peaking in May (correlating with Dementia Action Week) and falling to its lowest level in August. Overall a steady increase in search interest for “dementia’” over time was observed. Conclusion The public sought basic information about these subjects, and were often, but not always, directed to high-quality evidence-based websites. Public awareness of, and interest in, dementia is increasing, and future public health campaigns should seek to build on the success of previous campaigns. The strength of this study lies in the use of Google Trends and Google to investigate information needs in relation to dementia and dementia medications; to the best of our knowledge, this is the first study to do so. Limitations must be considered; it can be difficult to draw absolute conclusions from Google Trends data alone, and results should be interpreted with caution. References 1. Cahill S, Pierce M, Werner P, Darley A, Bobersky A. A systematic review of the public’s knowledge and understanding of Alzheimer’s disease and dementia. Alzheimer’s Disease & Associated Disorders. 2015; 29(3):255–75. 2. Cations M, Radisic G, Crotty M, Laver KE. What does the general public understand about prevention and treatment of dementia? A systematic review of population-based surveys. PLoS One. 2018; 13:1–18.

Author(s):  
Ourania S. Kotsiou ◽  
Vaios S. Kotsios ◽  
Konstantinos I. Gourgoulianis

Background: The Greek National Health System (NHS) has been profoundly affected by the synergy of the economic and refugee crises. We aimed at evaluating the public interest regarding refugee and healthcare issues in Greece. Methods: Google Trends was employed to normalize traffic data on a scale from 0 to 100, presented as monthly relative search volume (RSV) for the search term queries: “refugees”, “health”, “diseases”, “hospital”, and “economic crisis” in Greece, from the period 2008 to 2020. Cross-country comparisons in selected European countries were made. Results: The analysis of RSV data showed an upward trend for the keyword “refugee”, in Greece, in the last five years, with two remarkable peaks from 2015 to 2016 and from 2019 to the present. Interest regarding refugees was more prevalent in the Aegean islands compared to the mainland. The mass influx of refugees has been linked to disease-related concerns. The search terms “hospital” and “health” have been the most popular and constantly quested topics since the beginning of the economic crisis in Greece, in 2009. Similar trends existed across Europe. Conclusion: There is an urgent need for effective public awareness of current politico-ethical and social-economic conditions. The patterns of public interest can formulate public policy.


PLoS ONE ◽  
2021 ◽  
Vol 16 (4) ◽  
pp. e0249810
Author(s):  
Adrian Galido ◽  
Jerina Jean Ecleo ◽  
Atina Husnayain ◽  
Emily Chia-Yu Su

Public health agencies have suggested nonpharmaceutical interventions to curb the spread of the COVID-19 infections. The study intended to explore the information-seeking behavior and information needs on preventive measures for COVID-19 in the Philippine context. The search interests and related queries for COVID-19 terms and each of the preventive measures for the period from December 31, 2019 to April 6, 2020 were generated from Google Trends. The search terms employed for COVID-19 were coronavirus, ncov, covid-19, covid19 and “covid 19.” The search terms of the preventive measures considered for this study included “community quarantine”, “cough etiquette”, “face mask” or facemask, “hand sanitizer”, handwashing or “hand washing” and “social distancing.” Spearman’s correlation was employed between the new daily COVID-19 cases, COVID-19 terms and the different preventive measures. The relative search volume for the coronavirus disease showed an increase up to the pronouncement of the country’s first case of COVID-19. An uptrend was also evident after the country’s first local transmission was confirmed. A strong positive correlation (rs = .788, p < .001) was observed between the new daily cases and search interests for COVID-19. The search interests for the different measures and the new daily cases were also positively correlated. Similarly, the search interests for the different measures and the COVID-19 terms were all positively correlated. The search interests for “face mask” or facemask, “hand sanitizer” and handwashing or “hand washing” were more correlated with the search interest for COVID-19 than with the number of new daily COVID-19 cases. The search interests for “cough etiquette”, “social distancing” and “community quarantine” were more correlated with the number of new daily COVID-19 cases than with the search interest for COVID-19. The public sought for additional details such as type, directions for proper use, and where to purchase as well as do-it-yourself alternatives for personal protective items. Personal protective or community measures were expected to be accompanied with definitions and guidelines as well as be available in translated versions. Google Trends could be a viable option to monitor and address the information needs of the public during a disease outbreak. Capturing and analyzing the search interests of the public could support the design and timely delivery of appropriate information essential to drive preventive measures during a disease outbreak.


Author(s):  
طلال ناظم الزهيري

Keywords maps are common search phrases, and one of the most important indicators of the importance of topics and the level of attracting them to the interests of users at the global level. Today, after the outbreak of Coronavirus, it was necessary to know the global interest in this virus, and what are the phrases and keyword maps used by the Arab users in the search engines in the stage of collecting information about this disease, so, this study aims to identify the nature of inquiries about the virus used by internet users and classify them according to the considerations of number of iterations, as well as mapping the keywords for common search terms about Coronavirus in Arabic and trying to use them in improving access to appropriate information. The study uses [Google Trends] to analyze data and access search results for the selected search term. The study reached a set of conclusions, the most important of which was: The search term (Coronavirus) is the most preferred search term in the search for information about this disease for the Arab users. In addition, the study recommends that the websites that interested in the health situation should take the advantages of the keywords maps that the study reached to include them as descriptions of awareness topics and news about the virus to ensure the highest views.


2020 ◽  
Author(s):  
Maria Effenberger ◽  
Andreas Kronbichler ◽  
Felix Grabher ◽  
Christoph Grander ◽  
Timon Erik Adolph ◽  
...  

BACKGROUND Liver transplantation (LT) is the only curative option for end stage liver disease. Less than 10% of global transplantation needs are met worldwide and the need for LT is still increasing. Death rates on the waiting list remain too high. To acquire more donors raising the awareness in the public and among healthcare providers is mandatory. OBJECTIVE To acquire more donors raising the awareness in the public and among healthcare providers is mandatory. METHODS We performed a Google Trends™ search with the search term “liver-transplantation” between 2004 and 2018. We investigated the worldwide trend but also analyzed data from the United Network for Organ Sharing (UNOS), Spain and Eurotransplant. Google Trends™ indices were pursued over time and compared to the total number of liver transplants retrieved from the respective official websites of UNOS, ONT and Eurotransplant. RESULTS From 2004-2018 there was a significant decrease of the worldwide Google Trends™ index from 78.2 in 2004 to 20.5 in 2018 (-71.2%). The trend was most evident in the UNOS compared to Eurotransplant. In the same time-period the number of transplanted livers increased worldwide. Mortality on the waiting list was 30.6% in Eurotransplant and 29.3% in the UNOS. On the other hand, in Spain with excellent awareness programs, the Google Trends™ index remained stable over the years with comparable increasing LT numbers but a significantly lower waiting list mortality (14.7%). CONCLUSIONS This study indicates a decreased public interest in liver transplantation. There is a clear signal to raise public awareness. New and profound awareness programs are able to reverse this trend and allow for allocation of more potential donors.


Lupus ◽  
2017 ◽  
Vol 26 (8) ◽  
pp. 886-889 ◽  
Author(s):  
M Radin ◽  
S Sciascia

Objective People affected by chronic rheumatic conditions, such as systemic lupus erythematosus (SLE), frequently rely on the Internet and search engines to look for terms related to their disease and its possible causes, symptoms and treatments. ‘Infodemiology’ and ‘infoveillance’ are two recent terms created to describe a new developing approach for public health, based on Big Data monitoring and data mining. In this study, we aim to investigate trends of Internet research linked to SLE and symptoms associated with the disease, applying a Big Data monitoring approach. Methods We analysed the large amount of data generated by Google Trends, considering ‘lupus’, ‘relapse’ and ‘fatigue’ in a 10-year web-based research. Google Trends automatically normalized data for the overall number of searches, and presented them as relative search volumes, in order to compare variations of different search terms across regions and periods. The Menn–Kendall test was used to evaluate the overall seasonal trend of each search term and possible correlation between search terms. Results We observed a seasonality for Google search volumes for lupus-related terms. In the Northern hemisphere, relative search volumes for ‘lupus’ were correlated with ‘relapse’ (τ = 0.85; p = 0.019) and with fatigue (τ = 0.82; p = 0.003), whereas in the Southern hemisphere we observed a significant correlation between ‘fatigue’ and ‘relapse’ (τ = 0.85; p = 0.018). Similarly, a significant correlation between ‘fatigue’ and ‘relapse’ (τ = 0.70; p < 0.001) was seen also in the Northern hemisphere. Conclusion Despite the intrinsic limitations of this approach, Internet-acquired data might represent a real-time surveillance tool and an alert for healthcare systems in order to plan the most appropriate resources in specific moments with higher disease burden.


2020 ◽  
pp. 1746-1770
Author(s):  
Venkatesh Iyengar ◽  
S. Vijayakumar Bharathi

This article describes how organizations embrace various supply chain strategies aiming at effective and efficient performance outcomes for gaining competitive advantage. The authors conducted an extensive search for academic publications on lean, agile, and leagile (hybrid) supply chains in context with automobile industries, published since year 1990 in reliable repositories such as Google Scholar, Scopus and ResearchGate. None of these papers used bibliometric analysis on the topic. This paper systematically maps, publications on lean, agile, and legal strategies in automobile industry published during 1990–2017. A five-step process is followed, namely (i) defining appropriate search terms, (ii) initial search results, (iii) refinement of search results, (iv) initial data, statistics, and (v) data analysis; adopted for inclusion of relevant documents for publication and citation analysis. Selected documents include primary search term ‘automobile' along with associated secondary terms such as ‘lean', ‘agile', ‘lean and agile', and ‘leagile' as part of the title, abstract, or keywords. The analysis finds several documents on lean or agile strategies, but only one document exists on ‘leagile' paradigm. Maximum articles are contributed on engineering subjects followed by business, management and accounting and computer sciences. Large publication and high citation counts were observed for lean from United States and Chinese authors, whereas Indian authors contributed in agile studies. This article identifies areas of current research interests discussing crucial contributions by several authors' and provides potential directions for further research investigations in the field.


2002 ◽  
Vol 12 (1) ◽  
pp. 5-11 ◽  
Author(s):  
Matthew Harris ◽  
Antony Bayer ◽  
Win Tadd

The availability of high-quality, evidence-based, clearly communicated, user-focused information is central to the new NHS. Reliable information empowers patients and their families and enables them to become more knowledgeable about their care and condition following consultation and diagnosis or before a therapeutic intervention. It is an integral part of clinical governance and the clinical risk framework.


2019 ◽  
Vol 40 (11) ◽  
pp. 1253-1262 ◽  
Author(s):  
Jonathan D Tijerina ◽  
Shane D Morrison ◽  
Ian T Nolan ◽  
Matthew J Parham ◽  
Rahim Nazerali

Abstract Background Google Trends (GT) provides cost-free, customizable analyses of search traffic for specified terms entered into Google’s search engine. GT may inform plastic surgery marketing decisions and resource allocation. Objectives The aim of this study was to determine GT’s utility in tracking and predicting public interest in nonsurgical cosmetic procedures and to examine trends over time of public interest in nonsurgical procedures. Methods GT search volume for terms in 6 ASPS and ASAPS nonsurgical procedure categories (Botox injections, chemical peel, laser hair removal, laser skin resurfacing, microdermabrasion and soft tissue fillers [subcategories: collagen, fat, and hyaluronic acid]) were compared with ASPS and ASAPS case volumes for available dates between January 2004 and March 2019 with the use of univariate linear regression, taking P &lt; 0.01 as the cutoff for significance. Results Total search volume varied by search term within the United States and internationally. Significant positive correlations were demonstrated for 17 GT terms in all 6 ASPS and ASAPS categories: “Botox®,” “collagen injections,” “collagen lip injections” with both databases; and “chemical skin peel,” “skin peel,” “acne scar treatment,” “CO2 laser treatment,” “dermabrasion,” “collagen injections,” “collagen lip injections,” “fat transfer,” “hyaluronic acid fillers,” “hyaluronic acid injection,” “hyaluronic acid injections,” “Juvederm®,” and “fat transfer” with just 1 database. Many search terms were not significant, emphasizing the need for careful selection of search terms. Conclusions Our analysis further elaborates on recent characterization of GT as a powerful and intuitive data set for plastic surgeons, with the potential to accurately gauge global and national interest in topics and procedures related to nonsurgical cosmetic procedures.


2017 ◽  
Vol 9 (1) ◽  
pp. 40-44 ◽  
Author(s):  
Sarah McLean ◽  
Paul Lennon ◽  
Paul Glare

BackgroundA lack of public awareness of palliative care (PC) has been identified as one of the main barriers to appropriate PC access. Internet search query analysis is a novel methodology, which has been effectively used in surveillance of infectious diseases, and can be used to monitor public awareness of health-related topics.ObjectivesWe aimed to demonstrate the utility of internet search query analysis to evaluate changes in public awareness of PC in the USA between 2005 and 2015.MethodsGoogle Trends provides a referenced score for the popularity of a search term, for defined regions over defined time periods. The popularity of the search term ‘palliative care’ was measured monthly between 1/1/2005 and 31/12/2015 in the USA and in the UK.ResultsResults were analysed using independent t-tests and joinpoint analysis. The mean monthly popularity of the search term increased between 2008–2009 (p<0.001), 2011–2012 (p<0.001), 2013–2014 (p=0.004) and 2014–2015 (p=0.002) in the USA. Joinpoint analysis was used to evaluate the monthly percentage change (MPC) in the popularity of the search term. In the USA, the MPC increase was 0.6%/month (p<0.05); in the UK the MPC of 0.05% was non-significant.DiscussionAlthough internet search query surveillance is a novel methodology, it is freely accessible and has significant potential to monitor health-seeking behaviour among the public. PC is rapidly growing in the USA, and the rapidly increasing public awareness of PC as demonstrated in this study, in comparison with the UK, where PC is relatively well established is encouraging in increasingly ensuring appropriate PC access for all.


Author(s):  
Nehad J. Ahmed ◽  
Mohd. F. Khan

Background: The inappropriate use of antibiotics leads to many adverse effects and also leads to bacterial resistance. A hospital-based program, commonly referred to as antibiotic stewardship programs, is used to improve the usage of antibiotics. This study aims to explore the increasing interest of the public in antibiotic stewardship programs by using data from Google Trends and Twitter. Methodology: A search trends feature that shows how frequently a given search term is entered into Google’s search engine (Google Trends) and a social network site (Twitter) were used. Results: The public and the health care professionals are now more interested in antibiotic use and antibiotic resistance due to the development of more severe infections that were caused by bacteria resisted to many antibiotics which lead to high morbidity and mortality rates. Conclusion: There is a high prevalence of infections caused by multi-drug resistant organism that could lead to more mortality and morbidity rates, as a result the interest in antimicrobial stewardship programs in internet is increased. So it is important to increase the knowledge of health care professionals regarding the appropriate antibiotic use and to encourage them to change their unsuitable prescribing patterns.


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