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Social Media Insights Into US Mental Health During the COVID-19 Pandemic: Longitudinal Analysis of Twitter Data

Social Media Insights Into US Mental Health During the COVID-19 Pandemic: Longitudinal Analysis of Twitter Data

Note, the resulting sample sizes for each corpora exceeded the mean observed in a recent scoping survey of the literature on social media analytics for public health (n=20,000) [22], resulting in ample representation to conduct our analyses.

Danny Valdez, Marijn ten Thij, Krishna Bathina, Lauren A Rutter, Johan Bollen

J Med Internet Res 2020;22(12):e21418

A Library of Analytic Indicators to Evaluate Effective Engagement with Consumer mHealth Apps for Chronic Conditions: Scoping Review

A Library of Analytic Indicators to Evaluate Effective Engagement with Consumer mHealth Apps for Chronic Conditions: Scoping Review

Users may be macroengaging and experiencing positive behavior change, but this may not necessarily be reflected in their microengagement analytics data.

Quynh Pham, Gary Graham, Carme Carrion, Plinio P Morita, Emily Seto, Jennifer N Stinson, Joseph A Cafazzo

JMIR Mhealth Uhealth 2019;7(1):e11941

An Analytics Platform to Evaluate Effective Engagement With Pediatric Mobile Health Apps: Design, Development, and Formative Evaluation

An Analytics Platform to Evaluate Effective Engagement With Pediatric Mobile Health Apps: Design, Development, and Formative Evaluation

Kibana is an analytics and visualization plugin to Elasticsearch. Users can interface with Kibana to search, view, and interact with data stored in Elasticsearch indices.

Quynh Pham, Gary Graham, Chitra Lalloo, Plinio P Morita, Emily Seto, Jennifer N Stinson, Joseph A Cafazzo

JMIR Mhealth Uhealth 2018;6(12):e11447

Economic Value of Data and Analytics for Health Care Providers: Hermeneutic Systematic Literature Review

Economic Value of Data and Analytics for Health Care Providers: Hermeneutic Systematic Literature Review

IntroductionData and analytics applications increasingly find their way into our health care systems.

Philip von Wedel, Christian Hagist

J Med Internet Res 2020;22(11):e23315

The Service of Research Analytics to Optimize Digital Health Evidence Generation: Multilevel Case Study

The Service of Research Analytics to Optimize Digital Health Evidence Generation: Multilevel Case Study

systems and services that enable operationalizing research analytics into evaluative practice.At the micro level, to understand the personal motivations of digital health innovators for applying research analytics to evidence their products.

Quynh Pham, James Shaw, Plinio P Morita, Emily Seto, Jennifer N Stinson, Joseph A Cafazzo

J Med Internet Res 2019;21(11):e14849

Use of Learning Analytics Data in Health Care–Related Educational Disciplines: Systematic Review

Use of Learning Analytics Data in Health Care–Related Educational Disciplines: Systematic Review

application of web analytics aimed at learner profiling, a process of gathering and analyzing details of individual student interactions in online learning activities.”While a universal definition of learning analytics has not yet reached a consensus, there

Albert KM Chan, Michael G Botelho, Otto LT Lam

J Med Internet Res 2019;21(2):e11241

IBM Watson Analytics: Automating Visualization, Descriptive, and Predictive Statistics

IBM Watson Analytics: Automating Visualization, Descriptive, and Predictive Statistics

for users.One new tool with potential benefit to health care workers is IBM Watson Analytics (IBMWA), introduced in 2015.

Robert E Hoyt, Dallas H Snider, Carla J Thompson, Sarita Mantravadi

JMIR Public Health Surveill 2016;2(2):e157

A Conceptual Analytics Model for an Outcome-Driven Quality Management Framework as Part of Professional Healthcare Education

A Conceptual Analytics Model for an Outcome-Driven Quality Management Framework as Part of Professional Healthcare Education

Within the area of analytics, it is possible to identify work focusing on the technical challenges (eg, educational data mining), the educational challenges (eg, Learning analytics), or the administrative challenges (eg, Academic- and Action analytics) [8].

Vasilis Hervatis, Alan Loe, Linda Barman, John O'Donoghue, Nabil Zary

JMIR Med Educ 2015;1(2):e11

Accuracy of Geographically Targeted Internet Advertisements on Google Adwords for Recruitment in a Randomized Trial

Accuracy of Geographically Targeted Internet Advertisements on Google Adwords for Recruitment in a Randomized Trial

Others have previously commented on this [25].Analytics, like many other IP databases, returns a town name. We looked up each town given by Analytics on Google Maps, finding a postcode from the central area of that pin on the map.

Ray B Jones, Lesley Goldsmith, Christopher J Williams, Maged N Kamel Boulos

J Med Internet Res 2012;14(3):e84