Cargando…

Behavioral Predictive Analytics Towards Personalization for Self-management: a Use Case on Linking Health-Related Social Needs

The objective of this research is to investigate the feasibility of applying behavioral predictive analytics to optimize patient engagement in diabetes self-management, and to gain insights on the potential of infusing a chatbot with NLP technology for discovering health-related social needs. In the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sy, Bon, Wassil, Michael, Connelly, Helene, Hassan, Alisha
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Nature Singapore 2022
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034646/ https://www.ncbi.nlm.nih.gov/pubmed/35493988 http://dx.doi.org/10.1007/s42979-022-01092-2

Ejemplares similares

Personalizing self-management via behavioral predictive analytics with health education for improved self-efficacy
por: Sy, Bon, et al.
Publicado: (2022)

Personal value, self-efficacy, and social acceptability of a social behavior as correlates of behavioral action in social anxiety
por: Lee, Carol S., et al.
Publicado: (2021)

Expectations and needs of patients with a chronic disease toward self-management and eHealth for self-management purposes
por: Huygens, Martine W. J., et al.
Publicado: (2016)

Social and Behavioral Predictors of Adolescents’ Positive Attitude towards Life and Self
por: Malinowska-Cieślik, Marta, et al.
Publicado: (2019)

Towards Personalized Medicine: Leveraging Patient Similarity and Drug Similarity Analytics
por: Zhang, Ping, et al.
Publicado: (2014)

Linked open data of bibliometric networks: analytics research for personalized library services
por: Aljohani, Naif, et al.
Publicado: (2019)

Dataset of parenting practices, self-control and anti-social behaviors: Meta-analytic structural equation modeling
por: Tehrani, Hossein Dabiriyan, et al.
Publicado: (2020)

The Link between Musculoskeletal Pain, Lifestyle Behaviors, Exercise Self-Efficacy, and Quality of Life in Overweight and Obese Individuals
por: Faghri, Pouran D, et al.
Publicado: (2015)

Big data analytics with Java: big data analytics : massive, predictive, social and self-driving
por: Mehta, Rajat
Publicado: (2017)

Social Literacy: Nurses’ Contribution Toward the Co-Production of Self-Management
por: Dubbin, Leslie, et al.
Publicado: (2021)

What is the link between personality and food behavior?
por: Spence, Charles
Publicado: (2021)

Applying Sequential Analytic Methods to Self-Reported Information to Anticipate Care Needs
por: Bayliss, Elizabeth A., et al.
Publicado: (2016)

Promoting chronic disease management in persons with complex social needs: A qualitative descriptive study
por: Goodridge, Donna, et al.
Publicado: (2019)

Attitudes towards Social Networking and Sharing Behaviors among Consumers of Direct-to-Consumer Personal Genomics
por: Lee, Sandra Soo-Jin, et al.
Publicado: (2013)

Toward Predicting Social Support Needs in Online Health Social Networks
por: Choi, Min-Je, et al.
Publicado: (2017)

Demographic factors, attitude and knowledge of persons with special needs towards COVID-19 in Nigeria: Implications for counselling and social policy
por: Lazarus, Kelechi Uchemadu, et al.
Publicado: (2020)

Regulating Self-Image on Instagram: Links Between Social Anxiety, Instagram Contingent Self-Worth, and Content Control Behaviors
por: Lopez, Richard B., et al.
Publicado: (2021)

Bridging Personality and Online Prosocial Behavior: The Roles of Empathy, Moral Identity, and Social Self-Efficacy
por: Leng, Jie, et al.
Publicado: (2020)

Towards Personalized Management of Sarcopenia in COPD
por: van Bakel, Sophie I J, et al.
Publicado: (2021)

Towards Personalized Management of Ovarian Cancer
por: Algethami, Mashael, et al.
Publicado: (2022)

Personality, Depression, Social Functioning, and Suicidal Behavior in Depressed Older Adult Inpatients
por: Yenko, Ira, et al.
Publicado: (2020)

Self-Efficacy, Problem Solving, and Social-Environmental Support Are Associated With Diabetes Self-Management Behaviors
por: King, Diane K., et al.
Publicado: (2010)

Linking adult olfactory neurogenesis to social behavior
por: Feierstein, Claudia E.
Publicado: (2012)

Altruism and the Link to Pro-social Pandemic Behavior
por: Neumann-Böhme, Sebastian, et al.
Publicado: (2022)

Developing an analytical framework for assessing progress toward ecosystem-based management
por: Borgström, Sara, et al.
Publicado: (2015)

Bridging Social Circles: Need for Cognition, Prejudicial Judgments, and Personal Social Network Characteristics
por: Curşeu, Petru L., et al.
Publicado: (2017)

Personality, Cognitive Style, Motivation, and Aptitude Predict Systematic Trends in Analytic Forecasting Behavior
por: Poore, Joshua C., et al.
Publicado: (2014)

Personality in a pandemic: Social norms moderate associations between personality and social distancing behaviors
por: Ludeke, Steven G., et al.
Publicado: (2021)

Wants vs. needs: managing your personal surplus
por: Hamm, Trent, et al.
Publicado: (2011)

The need for a personalized approach for prostate cancer management
por: Sedelaar, JP Michiel, et al.
Publicado: (2015)

Cortical Thickness Links Impulsive Personality Traits and Risky Behavior
por: Miglin, Rickie, et al.
Publicado: (2019)

COPD patients’ experiences, self-reported needs, and needs-driven strategies to cope with self-management
por: Sigurgeirsdottir, Jonina, et al.
Publicado: (2019)

Social and Self-Reflective Use of a Web-Based Personally Controlled Health Management System
por: Lau, Annie YS, et al.
Publicado: (2013)

Myelodysplastic syndromes: moving towards personalized management
por: Hellström-Lindberg, Eva, et al.
Publicado: (2020)

Toward personalized management of chronic hypertension in pregnancy
por: Magee, Laura A., et al.
Publicado: (2022)

INCREASING SOCIAL CARE CAPACITY TO MEET THE NEEDS OF PERSONS AGING WITH DISABILITY
por: Putnam, Michelle, et al.
Publicado: (2022)

A Qualitative Exploration of Facilitators and Barriers for Diabetes Self-Management Behaviors Among Persons with Type 2 Diabetes from a Socially Disadvantaged Area
por: Christensen, Nina Ingemann, et al.
Publicado: (2020)

U.S. medical students personal health behaviors, attitudes and perceived skills towards weight management counseling
por: Faro, Jamie M., et al.
Publicado: (2022)

COVID-19 information on social media and preventive behaviors: Managing the pandemic through personal responsibility
por: Liu, Piper Liping
Publicado: (2021)

The Cost of Social Distancing for Persons With Aphasia During COVID-19: A Need for Social Connectedness
por: Ellis, Charles, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_virc2lclpd4gd3k60mle8knvo5