Mobile Sensing in Psychology
Methods and Applications
Herausgeber: Mehl, Matthias R; Ebner-Priemer, Ulrich W; Harari, Gabriella M; Wrzus, Cornelia; Eid, Michael
Mobile Sensing in Psychology
Methods and Applications
Herausgeber: Mehl, Matthias R; Ebner-Priemer, Ulrich W; Harari, Gabriella M; Wrzus, Cornelia; Eid, Michael
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"How can large-scale, real-time, and real-world data on people's behaviors, interactions, and environments improve psychological measurement, or lead to customized psychological interventions? Written expressly for social and behavioral scientists, this cutting-edge handbook describes the key concepts and tools of mobile sensing and explains how to plan and conduct a mobile sensing study. Renowned experts address the whats, whys, and how-tos of collecting "big data" using smartphones and other wearables, and explore which research questions can best be addressed with these tools. Modern…mehr
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- Produktdetails
- Verlag: Guilford Publications
- Seitenzahl: 802
- Erscheinungstermin: 20. November 2023
- Englisch
- Abmessung: 260mm x 182mm x 43mm
- Gewicht: 1522g
- ISBN-13: 9781462553105
- ISBN-10: 1462553109
- Artikelnr.: 68325229
- Verlag: Guilford Publications
- Seitenzahl: 802
- Erscheinungstermin: 20. November 2023
- Englisch
- Abmessung: 260mm x 182mm x 43mm
- Gewicht: 1522g
- ISBN-13: 9781462553105
- ISBN-10: 1462553109
- Artikelnr.: 68325229
Gabriella M. Harari
Serena Soh
& Lara Kroencke 2. Designing for Privacy in Mobile Sensing Systems
Jason I. Hong 3. Transparency and Reproducibility in Mobile Sensing Research
Cornelia Wrzus & Ramona Schoedel II. Mobile Sensors: Technological Know-How and Methodological How-To 4. Acquisition and Analysis of Location Data
Sven Lautenbach
Sarah Lohr
& Markus Reichert 5. Acquisition and Analysis of Physical Behavior Data
Marco Giurgiu & J. B. J. (Hans) Bussmann 6. Acquisition and Analysis of Ambulatory Autonomic Nervous System Data
Eco J. C. de Geus & Martin J. Gevonden 7. Analysis of Phone Logs and Phone Usage Patterns
Sandrine R. Müller
Aaron Cohen
Marcel Enge
& John F. Rauthmann 8. Mobile Application Usage in Psychological Research
Larissa Sust
Sanaz Talaifar
& Clemens Stachl 9. Examining Well-Being in Situated Contexts with Computational Modeling of Social Media Data
Koustuv Saha & Munmun De Choudhury 10. Behavioral Audio Signal Processing in Mobile Sensing Research
Rajat Hebbar
Arindam Jati
Tiantian Feng
Ramon Reyes
Alexander F. Danvers
Matthias R. Mehl
& Shrikanth S. Narayanan 11. Acquisition and Analysis of Camera Sensor Data (Life Logging)
Edison Thomaz & Mariella Dimiccoli 12. Beyond the Smartphone: The Future of Wearables as Mobile Sensors
Kristof Van Laerhoven 13. Viva Experience Sampling: Combining Passive Mobile Sensing with Active Momentary Assessments
Ulrich Ebner-Priemer & Philip Santangelo III. Analysis of Mobile Sensing Data 14. A Psychometric Perspective on Mobile Sensing Data
Michael Eid & Jana Holtmann 15. Dynamic Structural Equation Modeling for the Analysis of Mobile Sensing Data
Jana Holtmann
Michael Eid
& Martina Kanning 16. Dynamic Network Analysis
Emorie D. Beck & Stuti Thapa 17. Machine Learning for Mobile Sensing Data
Andreas M. Brandmaier 18. Deep Learning Methods for Mobile Sensing
Cara J. Arizmendi
Christopher J. Urban
Kathleen M. Gates 19. Big Data Dimensionality Reduction Methods
Andreas M. Brandmaier IV. Mobile Sensing Applications in Psychological Science 20. Mobile Sensing in Personality Science
Felix Beierle
Sandra C. Matz
& Mathias Allemand 21. Mobile Sensing Applications in Moral Psychology
Farzan Karimi-Malekabadi
Mohammad Atari
& Morteza Dehghani 22. Mobile Sensing in Relationship Research
Andrea B. Horn & Adela C. Timmons 23. Wearable Technologies in the Workplace: Sensing to Create Responsive Industrial and Occupational Environments Optimized for Health
Jacob N. Hyde
Johnny R. Runyon
Altaf Engineer
Beth Kramer
Casey M. Lindberg
& Esther M. Sternberg 24. Emotion Detection with Mobile Sensing
Koen Niemeijer & Peter Kuppens 25. Cognition on the Go: Opportunities and Challenges for Mobile Cognitive Health Research
Martin Sliwinski
Nelson Roque
& Karra Harrington 26. Mobile Sensing in Developmental Science: A Practical Guide for Researchers
Kaya de Barbaro & Caitlin M. Fausey 27. Mobile Sensing in Aging Research
Birthe Macdonald
Melanie Becker
Mike Martin
& Christina Röcke 28. mHealth Interventions for Health Behaviors
Christine Vinci
Brian Gonzalez
Darla Kendzor
Michael Businelle
& Santosh Kumar 29. Sensing in Clinical Psychology
Geneva K. Jonathan & Dror Ben-Zeev 30. Smart Interventions
Inbal Nahum-Shani 31. Behavior Change
Jean Costa
Pablo Paredes
& Tanzeem Choudhury 32. Mobile Sensing in Neuroscience: Predicting Brain Functional Connectivity Using Smartphone Data
Mikio Obuchi
Jeremy Huckins
Weichen Wang
Arvind Pillai
& Andrew Campbell V. Conclusions and Future Directions 33. Mobile Sensing in Psychology: Where We Are and Where We Might Go From Here
Matthias R. Mehl
Michael Eid
Cornelia Wrzus
Gabriella M. Harari
& Ulrich Ebner-Priemer Author Index Subject Index
Gabriella M. Harari
Serena Soh
& Lara Kroencke 2. Designing for Privacy in Mobile Sensing Systems
Jason I. Hong 3. Transparency and Reproducibility in Mobile Sensing Research
Cornelia Wrzus & Ramona Schoedel II. Mobile Sensors: Technological Know-How and Methodological How-To 4. Acquisition and Analysis of Location Data
Sven Lautenbach
Sarah Lohr
& Markus Reichert 5. Acquisition and Analysis of Physical Behavior Data
Marco Giurgiu & J. B. J. (Hans) Bussmann 6. Acquisition and Analysis of Ambulatory Autonomic Nervous System Data
Eco J. C. de Geus & Martin J. Gevonden 7. Analysis of Phone Logs and Phone Usage Patterns
Sandrine R. Müller
Aaron Cohen
Marcel Enge
& John F. Rauthmann 8. Mobile Application Usage in Psychological Research
Larissa Sust
Sanaz Talaifar
& Clemens Stachl 9. Examining Well-Being in Situated Contexts with Computational Modeling of Social Media Data
Koustuv Saha & Munmun De Choudhury 10. Behavioral Audio Signal Processing in Mobile Sensing Research
Rajat Hebbar
Arindam Jati
Tiantian Feng
Ramon Reyes
Alexander F. Danvers
Matthias R. Mehl
& Shrikanth S. Narayanan 11. Acquisition and Analysis of Camera Sensor Data (Life Logging)
Edison Thomaz & Mariella Dimiccoli 12. Beyond the Smartphone: The Future of Wearables as Mobile Sensors
Kristof Van Laerhoven 13. Viva Experience Sampling: Combining Passive Mobile Sensing with Active Momentary Assessments
Ulrich Ebner-Priemer & Philip Santangelo III. Analysis of Mobile Sensing Data 14. A Psychometric Perspective on Mobile Sensing Data
Michael Eid & Jana Holtmann 15. Dynamic Structural Equation Modeling for the Analysis of Mobile Sensing Data
Jana Holtmann
Michael Eid
& Martina Kanning 16. Dynamic Network Analysis
Emorie D. Beck & Stuti Thapa 17. Machine Learning for Mobile Sensing Data
Andreas M. Brandmaier 18. Deep Learning Methods for Mobile Sensing
Cara J. Arizmendi
Christopher J. Urban
Kathleen M. Gates 19. Big Data Dimensionality Reduction Methods
Andreas M. Brandmaier IV. Mobile Sensing Applications in Psychological Science 20. Mobile Sensing in Personality Science
Felix Beierle
Sandra C. Matz
& Mathias Allemand 21. Mobile Sensing Applications in Moral Psychology
Farzan Karimi-Malekabadi
Mohammad Atari
& Morteza Dehghani 22. Mobile Sensing in Relationship Research
Andrea B. Horn & Adela C. Timmons 23. Wearable Technologies in the Workplace: Sensing to Create Responsive Industrial and Occupational Environments Optimized for Health
Jacob N. Hyde
Johnny R. Runyon
Altaf Engineer
Beth Kramer
Casey M. Lindberg
& Esther M. Sternberg 24. Emotion Detection with Mobile Sensing
Koen Niemeijer & Peter Kuppens 25. Cognition on the Go: Opportunities and Challenges for Mobile Cognitive Health Research
Martin Sliwinski
Nelson Roque
& Karra Harrington 26. Mobile Sensing in Developmental Science: A Practical Guide for Researchers
Kaya de Barbaro & Caitlin M. Fausey 27. Mobile Sensing in Aging Research
Birthe Macdonald
Melanie Becker
Mike Martin
& Christina Röcke 28. mHealth Interventions for Health Behaviors
Christine Vinci
Brian Gonzalez
Darla Kendzor
Michael Businelle
& Santosh Kumar 29. Sensing in Clinical Psychology
Geneva K. Jonathan & Dror Ben-Zeev 30. Smart Interventions
Inbal Nahum-Shani 31. Behavior Change
Jean Costa
Pablo Paredes
& Tanzeem Choudhury 32. Mobile Sensing in Neuroscience: Predicting Brain Functional Connectivity Using Smartphone Data
Mikio Obuchi
Jeremy Huckins
Weichen Wang
Arvind Pillai
& Andrew Campbell V. Conclusions and Future Directions 33. Mobile Sensing in Psychology: Where We Are and Where We Might Go From Here
Matthias R. Mehl
Michael Eid
Cornelia Wrzus
Gabriella M. Harari
& Ulrich Ebner-Priemer Author Index Subject Index