[HTML][HTML] Revealing intention in health-related peer interactions: Implications for optimizing patient engagement in self-health management

T Singh, J Wang, S Myneni - AMIA Annual Symposium Proceedings, 2020 - ncbi.nlm.nih.gov
Risky health behaviors such as poor diet, physical inactivity are the main contributors to the
development of diabetes, one of the major causes of death and disability in the United …

[HTML][HTML] Pragmatics to Reveal Intent in Social Media Peer Interactions: Mixed Methods Study

T Singh, S Olivares, T Cohen, N Cobb, J Wang… - Journal of Medical …, 2021 - jmir.org
Background Online health communities (OHCs) have emerged as the leading venues for
behavior change and health-related information seeking. The soul and success of these …

[HTML][HTML] Characterization of temporal semantic shifts of peer-to-peer communication in a health-related online community: implications for data-driven health …

V Sridharan, T Cohen, N Cobb… - AMIA Annual Symposium …, 2016 - ncbi.nlm.nih.gov
With online social platforms gaining popularity as venues of behavior change, it is important
to understand the ways in which these platforms facilitate peer interactions. In this paper, we …

Leveraging social media for health promotion and behavior change: methods of analysis and opportunities for intervention

S Myneni, K Fujimoto, T Cohen - Cognitive Informatics in Health and …, 2017 - Springer
This chapter describes methodologies used to describe, model, and predict user
communication patterns in social media interactions, with the shared goal of facilitating …

[HTML][HTML] In pursuit of theoretical ground in behavior change support systems: analysis of peer-to-peer communication in a health-related online community

S Myneni, N Cobb, T Cohen - Journal of medical Internet research, 2016 - jmir.org
Background: Research studies involving health-related online communities have focused on
examining network structure to understand mechanisms underlying behavior change …

Temporal trends of psychosociobehavioral factors underlying tobacco use: A semi-automated exploratory analysis of peer-to-peer communication in a health-related …

V Sridharan, T Cohen, N Cobb, S Myneni - pHealth 2017, 2017 - ebooks.iospress.nl
Online communities have been an integral part of tobacco cessation programs. They are rich
in content, and offer insights into factors affecting an individual's behavior change efforts. We …

[HTML][HTML] Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social …

T Singh, K Roberts, T Cohen, N Cobb, A Franklin… - Journal of biomedical …, 2023 - Elsevier
Abstract Background Online health communities (OHCs) have emerged as prominent
platforms for behavior modification, and the digitization of online peer interactions has …

Social interaction in type 2 diabetes computer-mediated environments: How inherent features of the channels influence peer-to-peer interaction

AA Lewinski, EB Fisher - Chronic Illness, 2016 - journals.sagepub.com
Introduction Interventions via the internet provide support to individuals managing chronic
illness. The purpose of this integrative review was to determine how the features of a …

[HTML][HTML] Content-sensitive characterization of peer interactions of highly engaged users in an online community for smoking cessation: mixed-methods approach for …

S Myneni, V Sridharan, N Cobb, T Cohen - Journal of Participatory …, 2018 - jopm.jmir.org
Background: Online communities provide affordable venues for behavior change. However,
active user engagement holds the key to the success of these platforms. In order to enhance …

Mobile peer support in diabetes

T Chomutare, E Årsand… - User Centred Networked …, 2011 - ebooks.iospress.nl
As in other domains, there has been unprecedented growth in diabetesrelated social media
in the past decade. Although there is not yet enough evidence for the clinical benefits of …