Social web and health research : benefits, limitations, and best practices / Jiang Bian, Yi Guo, Zhe He, Xia Hu, editors

Intro -- Preface -- Contents -- Contributors -- 1 A Literature Review of Social Media-Based Data Mining for Health Outcomes Research -- 1.1 Introduction -- 1.2 Methods -- 1.2.1 Automated Search -- 1.2.2 Manual Article Review -- 1.3 Results -- 1.3.1 Patient-Generated Health Outcomes -- 1.3.2 Data Accessibility -- 1.3.3 Named Entity Recognition and Normalization -- 1.3.4 Text Mining-Based Feature Construction -- 1.3.5 Analysis Methods -- 1.3.6 Evaluation Methods -- 1.4 Discussion -- 1.4.1 Social Media as a New Data Source for Patient-Generated Health Outcomes -- 1.4.2 Limitations of This Review -- 1.5 Conclusion -- References -- 2 Social Media-Based Health Interventions: Where Are We Now? -- 2.1 Introduction -- 2.2 A Review of Reviews -- 2.3 The Effectiveness of Social Media-Based Health Intervention -- 2.3.1 Modifiable Health Behaviors -- 2.3.1.1 Diet, Physical Activity, and Body Weight -- 2.3.1.2 Smoking -- 2.3.1.3 Vaccines and Immunizations -- 2.3.2 Mental Health -- 2.3.2.1 Schizophrenia -- 2.3.3 Chronic Disease -- 2.3.3.1 Cancer -- 2.3.3.2 Diabetes Management -- 2.3.3.3 Human Immunodeficiency Virus (HIV) -- 2.4 Discussion and Conclusion -- References -- 3 Quantifying and Visualizing the Research Status of Social Media and Health Research Field -- 3.1 Introduction -- 3.2 Dataset and Methodology -- 3.3 Subjects and Journals Analysis -- 3.4 Productive Countries Analysis -- 3.5 Collaboration Relationship Analysis -- 3.6 Topic Distribution and Evolution Analysis -- 3.7 Conclusions -- References -- 4 Social Media in Health Communication -- 4.1 Introduction -- 4.2 Social Media in Health Communication: Understanding Keywords -- 4.2.1 Social Media -- 4.2.2 Health Communication -- 4.3 Social Media for Health Communications -- 4.3.1 Cancer Care Communication -- 4.3.2 Diabetes Care Communication -- 4.3.3 Mental Health Care Communication..

Medienart:	E-Book

Erscheinungsjahr:	[2019] ©2019
Erschienen:	Cham: Springer ; 2019 ©2019

Sprache:	Englisch

Beteiligte Personen:	Bian, Jiang [HerausgeberIn] Guo, Yi [HerausgeberIn] He, Zhe [HerausgeberIn] Hu, Xia [HerausgeberIn]

Links:	ebookcentral.proquest.com [lizenzpflichtig]

ISBN:	978-3-030-14714-3

Themen:	Electronic books Health-Research

Anmerkungen:	Description based on publisher supplied metadata and other sources

Umfang:	1 Online-Ressource (xiii, 272 Seiten) ; Illustrationen

Förderinstitution / Projekttitel:

PPN (Katalog-ID):	1693845326