Detecting Parkinson's Disease from Interactions with a Search Engine

Allerhand, Liron; Youngmann, Brit; Yom‐Tov, Elad; Arkadir, David

doi:10.1145/3269206.3269250

Cited by 7 publications

(6 citation statements)

References 11 publications

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“…The remaining 42 articles focus on analysis at the organizational level. There is a clear emphasis on qualitative case study analysis (38 articles) as opposed to quantitative analysis (9 articles - Gu et al, 2019;Jimmy et al 2019;Allerhand et al, 2018;Lagrosen, 2018;Yan et al, 2016;Sun, Huang and Chu, 2015;Koeling, Tate and Carroll, 2011;Emerencia et al, 2011 Farouk, Richardson andSanthapparaj, 2011).…”

Section: Methodsmentioning

confidence: 99%

Literature review on Health Knowledge Management in the last 10 years (2009-2019)

Rosário¹,

Vilaça²,

Raimundo³

et al. 2021

EJKM

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Health care institutions (HCI in further text) are in constant interplay with their context, generating ensuing opportunities and threats. Knowledge management has been paramount when it comes to integrating state-of-art technologies in order to improve system efficiency and decision processes in hospital management outputs. Thus, it is pivotal to explain the role of knowledge management in hospital management. Research of peer-reviewed articles published from 2009 to 2019, and obtained via the Scopus database, was carried out based on two key subjects, ‘knowledge management’ and ‘health care institutions’. The research was performed through a descriptive, quantitative and qualitative analysis of the most cited 47 scientific articles found in the SCOPUS database. We conclude that 'knowledge management' (KM in further text) has become an important research area in terms of HCI management. The article identifies the central themes in KM research in HCI. However, the area on KM literature is highly fragmented, requiring development. Based on an analysis of the collected literature, we identified the key research themes and resulting development patterns, namely, the integration and interoperability of knowledge from different sources into a single platform, occupational safety, the need to ascertain quality and pertinent information among general web information, culture and social behaviour and data security. We posit that KM effectively facilitates the utilization of healthcare information resources and management decision making in hospitals.

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Section: Methodsmentioning

confidence: 99%

Literature review on Health Knowledge Management in the last 10 years (2009-2019)

Rosário¹,

Vilaça²,

Raimundo³

et al. 2021

EJKM

View full text Add to dashboard Cite

show abstract

“…Another instance is mouse movement data extraction. Recent studies have shown how mouse movement tracking can assess motor function for the prediction of Parkinson's disease (Allerhand et al 2018;Ryen, Doraiswamy and Horvitz 2018). The tech firm that extracts this information is under no obligation to inform the individual if mouse movement jitters are consistent with Parkinson's; instead the data is likely to be sold to the individual's health insurer who might increase premiums or cut off coverage altogether (McNamee 2019).…”

Section: A More Insidious Scenario Of Surveillance Capitalism -Unethical Target Marketingmentioning

confidence: 99%

7 Fairtrade Towns: A Community Based Social Marketing Perspective in Promoting Ethical Consumption

Samuel¹,

Peattie²

2021

Ethical Approaches to Marketing

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Providing low-income consumers access to transformative services such as healthcare is an ethical challenge of vital importance to marketers. However, most consumers at the base of the pyramid are excluded from the market for such transformative services because of financial constraints due to poverty. In this paper, instead of focusing on the micro-interplay between firms and consumers, we examine the macro-interplay among firms, consumers, and public policy in addressing the ethical challenge of market inclusion at the base of the pyramid.Specifically, we examine how the Vietnam government used a policy of free and universal health insurance for children under the age of six as a means of lowering affordability barriers and fostering market inclusion in the healthcare market. Overnight in 2005, all children under the age of six living anywhere in Vietnam became eligible for free health insurance. Using this policy intervention as a natural experiment, we compare market inclusion outcomes of children under the age of six with older children who were ineligible before and after the program was implemented. We show that lowering affordability barriers through public policy (1) increases access to target services, (2) increases consumers' overall out-of-pocket spending, and (3) increases access to complementary services. By adopting a macromarketing lens, this study makes a strong case for collaboration among firms, governments, and communities in addressing the ethical challenge of system-wide market inclusion in base-of-the-pyramid markets.

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“…For example, past work analyzed search logs of large populations to understand seasonal patterns of information seeking for mental health issues (Ayers et al, 2013), to quantify the effect of news reporting on suicidal ideation (Yom-Tov and Fischer, 2017), to study the needs of people during the COVID19 pandemic (Suh et al, 2021), and to estimate the anxiety of search engine users (Youngmann and Yom-Tov, 2018). As a screening tool, search engine data was leveraged for screening of lung carcinoma (R. W. White and Horvitz, 2017), neurodegenerative disorders (Allerhand et al, 2018;R. White et al, 2018;Youngmann et al, 2019), diabetes (Hochberg et al, 2019), stroke (Shaklai et al, 2021), eating disorders (Sadeh-Sharvit et al, 2020), and solid-tumor cancers (Yom-Tov, 2020).…”

Section: Introductionmentioning

confidence: 99%

“…As a screening tool, search engine data was leveraged for screening of lung carcinoma (R. W. White and Horvitz, 2017), neurodegenerative disorders (Allerhand et al, 2018; R. White et al, 2018; Youngmann et al, 2019), diabetes (Hochberg et al, 2019), stroke (Shaklai et al, 2021), eating disorders (Sadeh-Sharvit et al, 2020), and solid-tumor cancers (Yom-Tov, 2020).…”

Section: Introductionmentioning

confidence: 99%

“…White et al, 2018; Youngmann et al, 2019), diabetes (Hochberg et al, 2019), stroke (Shaklai et al, 2021), eating disorders (Sadeh-Sharvit et al, 2020), and solid-tumor cancers (Yom-Tov, 2020). We note that much of these previous has used the Bing search engine as the data source (Allerhand et al, 2018; R. White et al, 2018; Yom-Tov, 2020; Yom-Tov and Fischer, 2017; Youngmann et al, 2019).…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Intimate Partner Violence as Reflected in Internet Search Data

Youngmann

Yom‐Tov

2022

Social Science Computer Review

Self Cite

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Intimate partner violence (IPV) is a major public health concern with serious consequences for victims’ physical and mental health. Despite the high prevalence of IPV, describing it and detecting people suffering from it is difficult due to its sensitive nature and stigma associated with it. Existing tools for screening and tracking IPV victims are laborious, time-consuming, expensive, and require human supervision. Search engine data has previously been shown to provide insights into temporal behavioral information about millions of users who are truthful in their information seeking. Here, we present a large-scale analysis of individuals experiencing IPV providing insights into their characteristics and behavior. We extracted the queries from Bing search engine data of more than 50 thousand US-based individuals suffering from IPV. We provide insights into the differences among subpopulations of people experiencing IPV and the topics they search for. We find that approximately half of the users begin to search for IPV following an acute event (physical violence or abuse) and 20% of users actively hide their interest in IPV. Users typically begin to seek help 3 weeks after beginning to query about IPV. The topics of interest to people experience IPV include the effects of IPV, help seeking, and methods to escape from IPV. Our insights show that early cues of IPV may be difficult to detect within search queries, though even in the late stage that many IPV users are identified, interventions such as ads to guide people to safely exit violent situations could be beneficial.

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Detecting Parkinson's Disease from Interactions with a Search Engine

Cited by 7 publications

References 11 publications

Literature review on Health Knowledge Management in the last 10 years (2009-2019)

Literature review on Health Knowledge Management in the last 10 years (2009-2019)

7 Fairtrade Towns: A Community Based Social Marketing Perspective in Promoting Ethical Consumption

Intimate Partner Violence as Reflected in Internet Search Data

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