UID:
almahu_9949225585802882
Format:
1 online resource (528 pages)
ISBN:
0-12-822202-6
Series Statement:
Global Mental Health in Practice Series
Content:
Mental Health in a Digital World addresses mental health assessments and interventions using digital technology, including mobile phones, wearable devices and related technologies. Sections discuss mental health data collection and analysis for purposes of assessment and treatment, including the use of electronic medical records and information technologies to improve services and research, the use of digital technologies to enhance communication, psychoeducation, screening for mental disorders, the problematic use of the internet, including internet gambling and gaming, cybersex and cyberchondria, and internet interventions, ranging from online psychotherapy to mobile phone apps and virtual reality adjuncts to psychotherapy. Reviews research and applications of digital technology to mental health Includes digital technologies for assessment, intervention, communication and education Addresses data collection and analysis, service delivery and the therapeutic relationship Discusses the E-related disorders that complicate digital intervention
Note:
Intro -- Mental Health in a Digital World -- Copyright -- Contents -- Contributors -- Preface -- 1 Introduction -- Data collection and analysis -- Communication, psychoeducation, and screening -- Problematic Internet use -- Interventions -- Conclusion -- Section A: Digital Data Collection and Analysis -- 2 Information technology and electronic health record to improve behavioral health services -- Introduction -- Setting goals to achieve value and quality in practice and the role of technology -- Components and processes of systems used by clinicians -- Overview -- Structural approaches -- Functional technologies -- Picking the right technologies and models of care and integrating them into practice -- Models of care -- AI and big data -- CDS via AI -- The internet and social media -- Clinician, team, system, and institutional/organizational competencies -- Discussion -- Conclusions -- Acknowledgments -- Conflicts of interest -- References -- 3 Big data and the goal of personalized health interventions -- Introduction/Overview -- What is big data? -- Where does big data come from? -- Data storage and preprocessing -- Data analysis -- Insights from genetics, neuroimaging, and eHealth -- Genetics -- Neuroimaging -- eHealth -- Key challenges -- From big data to the individual patient -- Ethical considerations -- Service-user involvement -- Phenotypic depth vs sample breadth -- Reproducibility and replicability -- Looking to the future -- Conclusions -- References -- 4 Collecting data from Internet (and other platform) users for mental health research -- Introduction/overview -- A brief historical overview of the Internet's use within psychology -- Are the use of Internet sampling procedures reliable and valid? -- Benefits to utilizing the Internet to answer research questions -- Risks/costs of Internet research.
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How to go about collecting data from Internet users -- Tools to construct surveys and tasks online -- Smartphones -- Conclusion -- References -- 5 Ecological momentary assessment and other digital technologies for capturing daily life in mental health -- Introduction -- Mental health revolution -- Precision medicine -- The importance of context -- Modern care practices -- The relevant time window -- Ecological validity -- Profiled vs iterative personalized medicine -- Digital health solutions -- Ecological momentary assessment -- Added value to cross-sectional methods -- Learning from group-level research -- Toward a paradigm shift in clinical practice -- Reliable assessment of subjective experiences -- Individual EMA use in clinical practice -- Case example -- Leveraging the full potential of technologies -- Digital phenotyping -- Unobtrusive mental health assessments -- Conclusion -- References -- 6 Social media big data analysis for mental health research -- Mental disorders -- Social media data -- Social media typology -- Data collection from social media users -- Directly collecting from subjects -- Aggregating data extracted from public posts -- User verification and annotation -- Screening users with a questionnaire -- Manual annotation -- Data collection from social media platforms -- Facebook -- Twitter -- Natural language processing (NLP) -- Segmentation -- Tokenization -- Linguistic inquiry and word count (LIWC) -- Word embedding -- Anaphora resolution -- Machine learning -- Machine learning algorithms -- Supervised machine learning -- Unsupervised machine learning -- Semisupervised learning -- Deep learning -- Multiple layer perceptron (MLP) -- Convolutional neural network (CNN) -- Recurrent neural network (RNN) -- Long short-term memory (LSTM) -- Evaluating ML models -- Cross-validation -- Classification evaluation.
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Ethics surrounding profiling social media for mental health -- A framework for the use of social media for health intervention -- User -- Social media platform -- Researcher -- Health organization -- Government -- Ethical considerations and practices -- Identity and user protection -- Changing policy -- Identifying health conditions from social media behavior -- References -- Section B: Communication, psychoeducation, screening -- 7 Telepsychiatry and video-to-home (including security issues) -- Introduction -- Effectiveness -- Patient satisfaction -- Provider satisfaction -- Regulatory and safety issues -- Licensure portability and reciprocity -- Security and privacy of patient information -- Patient safety during TMH encounters -- Global telemental health -- Future directions in global TMH -- Conclusion -- References -- 8 Social Media and Clinical Practice -- Introduction -- Background -- Clinical Use -- Physician Training, Medical Education, and Professional Development -- Patient Care and Advocacy -- Patient Support Groups -- Marketing and Networking -- Physician Wellness -- Treatment -- Research -- Concerns -- Privacy -- Security -- Reputation -- Addiction -- Discussion -- Conclusion -- References -- 9 Websites and the validity of mental health care information -- Quality assessment methods -- Types of mental disorders -- Neurodevelopmental disorders -- Mood and anxiety disorders -- Bipolar disorder -- Substance use -- Eating disorders -- Schizophrenia -- Other disorders -- Individual websites with high-quality information -- Websites in languages other than English -- Highly rated sites -- Quality of mental disorder information on social media -- Longitudinal changes in website quality -- Summary -- Information on social media -- Implications for practice -- Conclusion -- References -- 10 Digital phenotyping -- The importance of measurement.
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The challenge of measurement in mental health -- Virtual care and electronic patient self-report -- Digital phenotyping of mental health -- Passive monitoring -- Actigraphy and tremor -- Human-computer interaction -- Active assessments -- Facial expressivity -- Voice and speech -- Movement -- Cognitive functioning -- Challenges faced by digital phenotyping -- Privacy and anonymity -- Promise and future of digital measurement -- References -- 11 The digital therapeutic relationship: Retaining humanity in the digital age -- Introduction -- Human factor science and the design of person-centered e-interventions -- Conceptualizing e-interventions within a relationship-centered paradigm -- Content-centered vs relationship-centered e-interventions -- How important is human interaction in e-interventions? -- Toward a theoretical conceptualization of relationship-centered e-interventions -- Conventional notions of the therapeutic relationship -- Possibilities for establishing therapeutic relationships in cyberspace -- Future directions for theory and research -- Conclusion -- Funding -- References -- Section C: Problematic use of the Internet -- 12 Gambling disorder, gaming disorder, cybershopping, and other addictive/impulsive disorders online -- Introduction -- Phenomenology, comorbidity, and clinical assessment tools -- Gambling disorder -- Internet gaming disorder -- Compulsive buying disorder -- Psychobiology -- Gambling disorder -- Gaming disorder (and PUI) -- Compulsive buying disorder -- Treatment: Pharmacotherapy and psychotherapy -- Gambling disorder -- Gaming disorder (and PUI) -- Compulsive buying disorder -- Discussion and concluding remarks -- Disclosures -- References -- Further reading -- 13 Cyberchondria, cyberhoarding, and other compulsive online disorders -- Introduction -- Cyberchondria -- Assessment of Cyberchondria.
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Cyberchondria severity scale -- Alternative instruments -- Epidemiology of Cyberchondria -- Prevalence -- Demographics -- Course -- Cost and burden -- Clinical comorbidity -- Neuropsychology, neurocircuitry, neurochemistry, and neurogenetics -- Therapeutic interventions -- Cyberhoarding -- Other digital forms of OCRDs -- Information overload -- Problematic social network sites use -- Compulsive online trading -- Conclusions -- Declaration statement -- References -- 14 Internet-use disorders: A theoretical framework for their conceptualization and diagnosis -- Introduction -- Diagnosis -- Etiology -- Disordered smartphone use -- Conclusion -- Disclosure statements -- References -- 15 Cybersex (including sex robots) -- Introduction -- Epidemiology, definitions, and phenomenology -- Internet pornography -- Adolescents' pornography use -- Cyber-grooming and cybersexual solicitation of minors -- Dating applications -- Webcams -- Sex robots -- Virtual reality -- Diagnostic criteria -- Differential diagnoses -- Assessment of comorbid disorders -- Does quantity equal problematic use? -- Problematic pornography use due to dysregulation and/or moral incongruence -- Assessment and evaluation -- Psychobiology -- Functional brain imaging -- Structural brain imaging -- Neuropsychology -- Neuroendocrinology -- Virtual reality pornography -- Pharmacotherapy -- Selective serotonin reuptake inhibitors -- Naltrexone -- Psychotherapy -- Traditional psychotherapy -- Online problems, online solutions? -- Conclusion -- References -- 16 Developmental aspects (including cyberbullying) -- Introduction -- Behavioral development -- Social networking -- Conceptualization -- Prevalence -- Motives -- Consequences -- Online sex: Sexting and online pornography -- Sexting and sex-related online behaviors -- Conceptualization -- Prevalence -- Motives -- Consequences.
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Cybersex and online pornography use.
Additional Edition:
Print version: Stein, Dan J. Mental Health in a Digital World San Diego : Elsevier Science & Technology,c2021 ISBN 9780128222010
Language:
English
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