scholarly journals Cultural Health Moments: A Search Analysis During Times of Heightened Awareness to Identify Potential Interception Points with Digital Health Consumers

2021 ◽  
Vol 4 (4) ◽  
pp. p35
Author(s):  
Gulhan Bizel ◽  
Cecil Parmar ◽  
Kusum Singh ◽  
Supriya Teegala ◽  
Vijay Kumar Reddy Voddi
Keyword(s):  
Digital Health ◽  
Search Behavior ◽  
Specific Topic ◽  
Search Queries ◽  
High Profile ◽  
Health Consumers ◽  
Over Time

Year after year whenever someone who is considered “high profile” discovers that they have some sort of sickness or if they pass away due to a sickness, there seems to be a heightened interest in that person. At the same time however, there is a heightened awareness of the type of sickness that the person had. Finding the moments in which there is a heightened sense of awareness towards a specific topic can be something of high value to various agencies and organizations. The objective of this study was to explore the moments in which people start to do some initial search queries when there is a high-profile health moment. Once it is understood when this moment occurs, further research can be done to understand where the search behavior shifts to searches of awareness, signs, symptoms, and introspection over time.

Developing a sustainable Digital Health Innovation Ecosystem in a rural and resource-poor region: A monitored networking approach (Preprint)

2020 ◽  
Author(s):  
Arunangsu Chatterjee ◽  
Sebastian Stevens ◽  
Sheena Asthana ◽  
Ray B Jones
Keyword(s):  
Social Network ◽  
Network Analysis ◽  
Data Collection ◽  
Digital Health ◽  
Resource Poor Setting ◽  
Quadruple Helix ◽  
Innovation Ecosystem ◽  
Resource Poor ◽  
Quadruple Helix Model ◽  
Over Time

BACKGROUND Digital health (DH) innovation ecosystems (IE) are key to the development of new e-health products and services. Within an IE, third parties can help promote innovation by acting as knowledge brokers and the conduits for developing inter-organisational and interpersonal relations, particularly for smaller organisations. Kolehmainen’s quadruple helix model suggests who the critical IE actors are, and their roles. Within an affluent and largely urban setting, such ecosystems evolve and thrive organically with minimal intervention due to favourable economic and geographical conditions. Facilitating and sustaining a thriving DH IE within a resource-poor setting can be far more challenging even though far more important for such peripheral economics and the health and well-being of those communities. OBJECTIVE Taking a rural and remote region in the UK, as an instance of an IE in a peripheral economy, we adapt the quadruple helix model of innovation, apply a monitored social networking approach using McKinsey’s Three Horizons of growth to explore: • What patterns of connectivity between stakeholders develop within an emerging digital health IE? • How do networks develop over time in the DH IE? • In what ways could such networks be nurtured in order to build the capacity, capability and sustainability of the DH IE? METHODS Using an exploratory single case study design for a developing digital health IE, this study adopts a longitudinal social network analysis approach, enabling the authors to observe the development of the innovation ecosystem over time and evaluate the impact of targeted networking interventions on connectivity between stakeholders. Data collection was by an online survey and by a novel method, connection cards. RESULTS Self-reported connections between IE organisations increased between the two waves of data collection, with Small and Medium-sized Enterprises (SMEs) and academic institutions the most connected stakeholder groups. Patients involvement improved over time but still remains rather peripheral to the DH IE network. Connection cards as a monitoring tool worked really well during large events but required significant administrative overheads. Monitored networking information categorised using McKinsey’s Three Horizons proved to be an effective way to organise networking interventions ensuring sustained engagement. CONCLUSIONS The study reinforces the difficulty of developing and sustaining a DH IE in a resource-poor setting. It demonstrates the effective monitored networking approach supported by Social Network Analysis allows to map the networks and provide valuable information to plan future networking interventions (e.g. involving patients or service users). McKinsey’s Three Horizons of growth-based categorisation of the networking assets help ensure continued engagement in the DH IE contributing towards its long-term sustainability. Collecting ongoing data using survey or connection card method will become more labour intensive and ubiquitous ethically driven data collection methods can be used in future to make the process more agile and responsive.

scholarly journals The Twilight of the Polls? A Review of Trends in Polling Accuracy and the Causes of Polling Misses

2018 ◽  
Vol 53 (4) ◽  
pp. 757-790 ◽  
Author(s):  
Christopher Prosser ◽  
Jonathan Mellon
Keyword(s):  
Public Opinion ◽  
Historical Context ◽  
Conventional Wisdom ◽  
Future Directions ◽  
High Profile ◽  
New Approaches ◽  
The Us ◽  
Vote Intention ◽  
Representative Samples ◽  
Over Time

Polls have had a number of high-profile misses in recent elections. We review the current polling environment, the performance of polls in a historical context, the mechanisms of polling error, and the causes of several recent misses in Britain and the US. Contrary to conventional wisdom, polling errors have been constant over time, although the level of error has always been substantially beyond that implied by stated margins of error. Generally, there is little evidence that voters lying about their vote intention (so-called ‘shy’ voters) is a substantial cause of polling error. Instead, polling errors have most commonly resulted from problems with representative samples and weighting, undecided voters breaking in one direction, and to a lesser extent late swings and turnout models. We conclude with a discussion of future directions for polling both in terms of fixing the problems identified and new approaches to understanding public opinion.

What is popular on Wikipedia and why?

First Monday ◽  
2007 ◽  
Author(s):  
Anselm Spoerri
Keyword(s):  
Search Engines ◽  
Web Search ◽  
Search Behavior ◽  
Search Queries ◽  
Search Results ◽  
The Web

This paper analyzes which pages and topics are the most popular on Wikipedia and why. For the period of September 2006 to January 2007, the 100 most visited Wikipedia pages in a month are identified and categorized in terms of the major topics of interest. The observed topics are compared with search behavior on the Web. Search queries, which are identical to the titles of the most popular Wikipedia pages, are submitted to major search engines and the positions of popular Wikipedia pages in the top 10 search results are determined. The presented data helps to explain how search engines, and Google in particular, fuel the growth and shape what is popular on Wikipedia.

Biotechnology and biodiversity — the interrelationships

1992 ◽  
Vol 68 (4) ◽  
pp. 459-461
Author(s):  
Stanley L. Krugman
Keyword(s):  
Biological Diversity ◽  
Genetically Engineered ◽  
Forest Biotechnology ◽  
Natural Systems ◽  
High Profile ◽  
Genetically Engineered Organisms ◽  
The Relationship ◽  
Scientific Fields ◽  
Over Time

Although the two current high profile scientific fields of biotechnology and biodiversity have extremely different scientific foundations and philosophies, they are still closely interrelated. Useful forest biotechnology is dependent on the availability and maintenance of a broad genetic foundation. Such a foundation is best achieved over time by maintaining the biological diversity of natural systems. In contrast, it is conceivable that with the release of genetically engineered organisms, natural biological diversity could be negatively impacted. The possibility of such an influence will be discussed. Finally, the politics of the relationship between these two emerging scientific fields will be briefly reviewed.

scholarly journals How Users Search the Library from a Single Search Box

2013 ◽  
Vol 74 (3) ◽  
pp. 227-241 ◽  
Author(s):  
Cory Lown ◽  
Tito Sierra ◽  
Josh Boyer
Keyword(s):  
Real World ◽  
Search Behavior ◽  
Public University ◽  
Real World Data ◽  
Library Search ◽  
Search Queries ◽  
Library Resources ◽  
User Search Behavior ◽  
Ongoing Evaluation ◽  
Library User

Academic libraries are turning increasingly to unified search solutions to simplify search and discovery of library resources. Unfortunately, very little research has been published on library user search behavior in single search box environments. This study examines how users search a large public university library using a prominent, single search box on the library website. The article examines two semesters of real-world data, totaling nearly 1.4 million transactions. Findings include that unified library search is about more than the catalog and articles, though these predominate. Additionally, a small number of the most popular search queries accounts for a disproportionate amount of the overall queries. Also discussed are the merits of ongoing evaluation of library user search behavior.

scholarly journals Influence of Climate on Google Internet Searches for Pruritus Across 16 German Cities: Retrospective Analysis (Preprint)

2019 ◽  
Author(s):  
Linda Tizek ◽  
Maximilian Schielein ◽  
Melvin Rüth ◽  
Sonja Ständer ◽  
Manuel Pedro Pereira ◽  
...  
Keyword(s):  
Sunshine Duration ◽  
Search Behavior ◽  
Relative Number ◽  
Weather Data ◽  
Weather Factors ◽  
Search Queries ◽  
Medical Needs ◽  
Search Volume ◽  
Study Results ◽  
German Cities

BACKGROUND The burden of pruritus is high, especially among patients with dermatologic diseases. Identifying trends in pruritus burden and people’s medical needs is challenging, since not all affected people consult a physician. OBJECTIVE The purpose of this study was to investigate pruritus search behavior trends in Germany and identify associations with weather factors. METHODS Google AdWords Keyword Planner was used to quantify pruritus-related search queries in 16 German cities from August 2014 to July 2018. All identified keywords were qualitatively categorized and pruritus-related terms were descriptively analyzed. The number of search queries per 100,000 inhabitants of each city was compared to environmental factors such as temperature, humidity, particulate matter 10 micrometers or less in diameter (PM10), and sunshine duration to investigate potential correlations. RESULTS We included 1150 pruritus-related keywords, which resulted in 2,851,290 queries. “Pruritus” (n=115,680) and “anal pruritus” (n=102,390) were the most-searched-for keywords. Nearly half of all queries were related to the category localization, with Berlin and Munich having a comparatively high proportion of people that searched for pruritus in the genital and anal areas. People searched more frequently for information on chronic compared to acute pruritus. The most populated cities had the lowest number of queries per 100,000 inhabitants (Berlin, n=13,641; Hamburg, n=18,303; and Munich, n=21,363), while smaller cities (Kiel, n=35,027; and Freiburg, n=39,501) had the highest. Temperature had a greater effect on search query number (beta -7.94, 95% CI -10.74 to -5.15) than did PM10 (beta -5.13, 95% CI -7.04 to -3.22), humidity (beta 4.73, 95% CI 2.70 to 6.75), or sunshine duration (beta 0.66, 95% CI 0.36 to 0.97). The highest relative number of search queries occurred during the winter (ie, December to February). CONCLUSIONS By taking into account the study results, Google data analysis helps to examine people’s search frequency, behavior, and interest across cities and regions. The results indicated a general increase in search queries during the winter as well as differences across cities located in the same region; for example, there was a decline in search volume in Saarbrucken, while there were increases in Cologne, Frankfurt, and Dortmund. In addition, the detected correlation between search volume and weather data seems to be valuable in predicting an increase in pruritus burden, since a significant association with rising humidity and sunshine duration, as well as declining temperature and PM10, was found. Accordingly, this is an unconventional and inexpensive method to identify search behavior trends and respective inhabitants’ needs.

scholarly journals A Text Mining Based Map of Engineering Design: Topics and their Trajectories Over Time

2019 ◽  
Vol 1 (1) ◽  
pp. 2765-2774 ◽  
Author(s):  
Filippo Chiarello ◽  
Nicola Melluso ◽  
Andrea Bonaccorsi ◽  
Gualtiero Fantoni
Keyword(s):  
Text Mining ◽  
Engineering Design ◽  
State Of The Art ◽  
Topic Modelling ◽  
Specific Topic ◽  
Scientific Publications ◽  
New Knowledge ◽  
New Research ◽  
Large Corpus ◽  
Over Time

AbstractThe Engineering Design field is growing fast and so is growing the number of sub-fields that are bringing value to researchers that are working in this context. From psychology to neurosciences, from mathematics to machine learning, everyday scholars and practitioners produce new knowledge of potential interest for designers.This leads to complications in the researchers’ aims who want to quickly and easily find literature on a specific topic among a large number of scientific publications or want to effectively position a new research.In the present paper, we address this problem by using state of the art text mining techniques on a large corpus of Engineering Design related documents. In particular, a topic modelling technique is applied to all the papers published in the ICED proceedings from 2003 to 2017 (3,129 documents) in order to find the main subtopics of Engineering Design. Finally, we analyzed the trends of these topics over time, to give a bird-eye view of how the Engineering Design field is evolving.The results offer a clear and bottom-up picture of what Engineering design is and how the interest of researchers in different topics has changed over time.

scholarly journals “Too shocked to search” The COVID-19 shutdowns’ impact on the search for apprenticeships

2021 ◽  
Vol 157 (1) ◽  
Author(s):  
Daniel Goller ◽  
Stefan C. Wolter
Keyword(s):  
Temporal Pattern ◽  
Strong Relationship ◽  
Search Queries ◽  
Search Intensity ◽  
Over Time

AbstractEven though the recession in Switzerland triggered by COVID-19 ultimately remained without consequences for the apprenticeship market, significantly fewer apprenticeship contracts had been signed in the months of the first shutdown in 2020 than in the same months of the previous year. Using daily search queries on the national administrative platform for apprenticeship vacancies from February 2020 until April 2021 as a proxy for the supply of potential apprentices, we find a temporal pattern that coincides perfectly with the development of signed apprenticeship contracts. Furthermore, the analyses show that the initially very strong relationship between the intensity of the politically imposed restrictions to fight the COVID-19 pandemic and the daily search queries diminished over time, leading to a search intensity in March 2021 that was back at pre-pandemic level.

scholarly journals The State of Evidence in Patient Portals: Umbrella Review

10.2196/23851 ◽  
2020 ◽  
Vol 22 (11) ◽  
pp. e23851
Author(s):  
Marcy G Antonio ◽  
Olga Petrovskaya ◽  
Francis Lau
Keyword(s):  
Knowledge Translation ◽  
Systematic Reviews ◽  
Business Models ◽  
Digital Health ◽  
Patient Portal ◽  
Umbrella Review ◽  
Patient Portals ◽  
Meta Level ◽  
Patient Reported ◽  
Over Time

Background Patient portals have emerged as a recognized digital health strategy. To date, research on patient portals has grown rapidly. However, there has been limited evaluation of the growing body of evidence on portal availability, use, clinical or health behavior and outcomes, and portal adoption over time. Objective This paper aims to comprehensively consolidate the current state of evidence on patient portals using the umbrella review methodology, introduce our approach for evaluating evidence for quantitative and qualitative findings presented in included systematic reviews, and present a knowledge translation tool that can be used to inform all stages of patient portal adoption. Methods For this study, a modified version of the Joanna Briggs Institute umbrella review method was used. Multiple databases were searched for systematic reviews focused on patient portals, and the final sample included 14 reviews. We conducted a meta-level synthesis of findings from quantitative, qualitative, and mixed methods primary studies reported in systematic reviews. We organized the umbrella review findings according to the Clinical Adoption Meta-Model (CAMM). Vote-counting, GRADE (Grading of Recommendations, Assessment, Development, and Evaluations), and CERQual (Confidence in the Evidence from Review of Qualitative Research) were used to assess the umbrella review evidence. Results Our knowledge translation tool summarizes the findings in the form of an evidence map. Organized by the CAMM categories, the map describes the following factors that influence portal adoption and effects over time: patient contexts, patient's interest and satisfaction, portal design, facilitators and barriers, providers' attitudes, service utilization, behavioral effects, clinical outcomes, and patient-reported outcomes. The map lists the theories and mechanisms recognized in the included portal research while identifying the need for business models and organizational theories that can inform all stages of portal adoption. Our GRADE and CERQual umbrella review evaluation resulted in the majority of evidence being rated as moderate to low, which reflects methodological issues in portal research, insufficient number of studies, or mixed results in specific focus areas. The 2 findings with a high rating of evidence were patients' interest in using portals for communication and the importance of a simple display of information in the portals. Over 40 portal features were identified in the umbrella review, with communication through secure messaging and appointment booking mentioned in all systematic reviews. Conclusions Our umbrella review provides a meta-level synthesis to make sense of the evidence on patient portals from published systematic reviews. Unsystematic and variable reporting of portal features undermines the ability to evaluate and compare portal effects and overlooks the specific context of portal use. Research designs sensitive to the social, organizational, policy, and temporal dimensions are needed to better understand the underlying mechanisms and context that leverage the identified factors to improve portal use and effects.

Navigating the Biblical Mandate: Discursive Change and Adaptation in the International Christian Embassy in Jerusalem

Exchange ◽  
2020 ◽  
Vol 49 (3-4) ◽  
pp. 297-315
Author(s):  
Aron Engberg
Keyword(s):  
The State ◽  
Political Support ◽  
Israeli Society ◽  
High Profile ◽  
Christian Zionism ◽  
State Of Israel ◽  
Over Time

Abstract Since its inception in 1980, the International Christian Embassy Jerusalem (ICEJ) has developed into a central player in the formation of Christian Zionism globally. It is known through its high profile in Israeli society, its financial, moral and political support for the State of Israel and its controversial mix of theology and politics. This article focuses on ICEJ’s ideological and theological negotiation in relation to Israeli society. It argues that even though ICEJ’s self-understanding is based on what it claims to be “eternal, biblical mandates” and its political positions have been largely consistent over time, ICEJ’s theology, rhetoric and social positions have changed quite significantly. The article interprets this duality as a case of “flexible absolutism”, a capacity to ideologically frame diverse positions as eternal absolutes. Recognizing this tension is important in order to successfully disentangle the organization’s rhetoric from its broader ideological aims.

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