Is your phone so smart to affect your state? An exploratory study based on psychophysiological measures

Neurocomputing

Volumn 84, Issue , 2012, Pages 23-30

  Cipresso, Pietro ^a,b   Serino, Silvia ^a,b   Villani, Daniela ^b   Repetto, Claudia ^b   Sellitti, Luigi ^a   Albani, Giovanni ^a   Mauro, Alessandro ^a   Gaggioli, Andrea ^a,b   Riva, Giuseppe ^a,b  

^a ISTITUTO AUXOLOGICO ITALIANO   (Italy)

^b UNIVERSITÀ CATTOLICA DEL SACRO CUORE   (Italy)

Author keywords

Mobile; Psychophysiology; Relax; Smart phone; Stress

Indexed keywords

AFFECTIVE STATE; CLINICAL SETTINGS; EXPLORATORY STUDIES; MOBILE; MOBILE ELECTRONICS; MOBILE PLATFORM; PROFESSIONAL TRAINING; PSYCHOPHYSIOLOGICAL MEASURES; RECENT PROGRESS; RELAX; STRESS MANAGEMENT; STRESS MANAGEMENT PROGRAM;

MOBILE PHONES; PERSONNEL TRAINING; PSYCHOPHYSIOLOGY; STRESSES; SURVEYS;

SMARTPHONES;

ADULT; AFFECT; ARTICLE; CONTROLLED STUDY; ELECTROCARDIOGRAPHY; ELECTROMYOGRAPHY; ELECTROOCULOGRAPHY; EXPLORATORY RESEARCH; FEASIBILITY STUDY; FEMALE; HUMAN; HUMAN EXPERIMENT; LEISURE; MALE; MENTAL STRESS; MOBILE PHONE; NORMAL HUMAN; PRIORITY JOURNAL; PSYCHOPHYSIOLOGY; QUESTIONNAIRE; SELF HELP; SIGNAL PROCESSING; SMART PHONE; STIMULUS RESPONSE; STRESS MANAGEMENT;

EID: 84858151044     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2011.12.027     Document Type: Article

References (53)

1. Cohen S., Janicki-Deverts D., Miller G.E. Psychological stress and disease. JAMA 2007, 298:1685-1687.
2. Holmes T.H., Rahe R.H. The social readjustment rating scale. J. Psychosom. Res. 1967.
3. Lazarus R.S., Cohen J.B. Environmental stress. Human Behavior and Environment: Advances in Theory and Research 1977, 89-127. Plenum Press, New York. I. Altman, J. Wohlwill (Eds.).
4. Lazarus R.S., Folkman S. Stress, Appraisal, and Coping 1984, Springer Publishing Company, New York.
5. Selye H. Stress sans détresse 1974, la Presse.
6. Ackerman M.J., Filart R., Burgess L.P., Lee I., Poropatich R.K. Developing next-generation telehealth tools and technologies: patients, systems, and data perspectives. Telemed. J. E Health 2010, 16:93-95.
7. Cusack C.M., Pan E., Hook J.M., Vincent A., Kaelber D.C., Middleton B. The value proposition in the widespread use of telehealth. J. Telemed. Telecare 2008, 14:167-168.
8. Oliver D.P., Demiris G. Comparing face-to-face and telehealth-mediated delivery of a psychoeducational intervention: a case comparison study in hospice. Telemed. J. E Health 2010, 16:751-753.
9. VandenBos G.R., Williams S. The internet versus the telephone: what is telehealth anyway?. Prof. Psychol.: Res. Pract. 2000, 31:490.
10. Free C., Phillips G., Felix L., Galli L., Patel V., Edwards P. The effectiveness of M-health technologies for improving health and health services: a systematic review protocol. BMC Res. Notes 2010, 3:250.
11. W.H. Organization, mHealth: new horizons for health through mobile technologies, Global Observatory for eHealth Series, 2011.
12. Barkhuus L., Polichar V.E. Empowerment through seamfulness: smart phones in everyday life. Pers. Ubiquitous Comput. 2010, 1-11.
13. Preziosa A., Grassi A., Gaggioli A., Riva G. Therapeutic applications of the mobile phone. Br. J. Guidance Counselling 2009, 37:313-325.
14. C. Repetto, A. Gaggioli, F. Pallavicini, P. Cipresso, S. Raspelli, G. Riva, Virtual reality and mobile phones in the treatment of generalized anxiety disorders: a phase-2 clinical trial, Pers. Ubiquitous Comput., in press, doi: http://10.1007/s00779-011-0467-0.
15. D. Villani, A. Grassi, C. Cognetta, D. Toniolo, P. Cipresso, G. Riva, Self-help stress management training through mobile phones: an experience with oncology nurses, Psychol. Serv., in press, doi: http://10.1037/a0026459.
16. Storr A. The Art of Psychotherapy 1990, Psychology Press, London.
17. Cleland J., Caldow J., Ryan D. A qualitative study of the attitudes of patients and staff to the use of mobile phone technology for recording and gathering asthma data. J. Telemed. Telecare 2007, 13:85-89.
18. Gaggioli A., Pioggia G., Tartarisco G., Cipresso P., Riva G. PsychLog: A personal data collection platform for psychophysiological research. Pers. Ubiquitous Comput. 2011, 9:82-84.
19. Lang P.J. The emotion probe. Studies of motivation and attention. Am. Psychol. 1995, 50:372-385.
20. P. Cipresso, M. Mauri, A. Balgera, E. Romanò, M. Villamira, Synchronization of a biofeedback system with an eye tracker through an audiovisual stimulus marker, in: Proceedings of the 41st Annual Meeting of the Association for Applied Psychophysiology and Biofeedback, Springer, Netherlands, 2010, p. 332.
21. Gorini A., Pallavicini F., Algeri D., Repetto C., Gaggioli A., Riva G. Virtual reality in the treatment of generalized anxiety disorders. Stud. Health Technol. Inf. 2010, 154:39-43.
22. Riva G., Raspelli S., Pallavicini F., Grassi A., Algeri D., Wiederhold B.K., Gaggioli A. Interreality in the management of psychological stress: a clinical scenario. Stud. Health Technol. Inf. 2010, 154:20-25.
23. Codispoti M., Bradley M.M., Lang P.J. Affective reactions to briefly presented pictures. Psychophysiology 2001, 38:474-478.
24. Gross J.J., Levenson R.W. Emotion elicitation using films. Cognit. Emotion 1995, 9:87-108.
25. Philippot P. Inducing and assessing differentiated emotion-feeling states in the laboratory. Cognit. Emotion 1993, 7:171-193.
26. Eich E.N., Macaulay D., Percy A.D., Grebneva I. Combining music with thought to change mood. The Handbook of Emotion Elicitation and Assessment 2007, 124-136. Oxford University Press, New York. J.A. Coan, J.J.B. Allen (Eds.).
27. Sutherland G., Newman B., Rachman S. Experimental investigations of the relations between mood and intrusive unwanted cognitions. Br. J. Med. Psychol. 1982, 55:127-138.
28. Hanser S.B. Music therapy and stress reduction research. J. Music Ther. 1985.
29. Allen K., Blascovich J. Effects of music on cardiovascular reactivity among surgeons. JAMA 1994, 272:882-884.
30. McCraty R., Barrios-Choplin B., Atkinson M., Tomasino D. The effects of different types of music on mood, tension, and mental clarity. Altern. Ther. Health Med. 1998, 4:75-84.
31. McKinney C.H., Tims F.C., Kumar A.M., Kumar M. The effect of selected classical music and spontaneous imagery on plasma beta-endorphin. J. Behav. Med. 1997, 20:85-99.
32. Dickerson S.S., Kemeny M.E. Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research. Psychol. Bull. 2004, 130:355-391.
33. Al'Absi M., Bongard S., Buchanan T., Pincomb G.A., Licinio J., Lovallo W.R. Cardiovascular and neuroendocrine adjustment to public speaking and mental arithmetic stressors. Psychophysiology 1997, 34:266-275.
34. Arnetz B.B., Fjellner B. Psychological predictors of neuroendocrine responses to mental stress. J. Psychosom. Res. 1986, 30:297-305.
35. Peters M.L., Godaert G.L., Ballieux R.E., van Vliet M., Willemsen J.J., Sweep F.C., Heijnen C.J. Cardiovascular and endocrine responses to experimental stress: effects of mental effort and controllability. Psychoneuroendocrinology 1998, 23:1-17.
36. M. Mauri, V. Magagnin, P. Cipresso, L. Mainardi, E.N. Brown, S. Cerutti, M. Villamira, R. Barbieri, Psychophysiological signals associated with affective states, in: Proceedings of IEEE, 2010, pp. 3563-3566.
37. MacLeod C.M. Half a century of research on the Stroop effect: an integrative review. Psychol. Bull. 1991, 109:163-203.
38. N.D. Ahuja, A.K. Agarwal, N.M. Mahajan, N.H. Mehta, H.N. Kapadia, GSR and HRV: its application in clinical diagnosis, in: Proceedings of IEEE, 2003, pp. 279-283.
39. Kay S.M. Modern Spectral Analysis: Theory and Applications 1988, Prentice Hall.
40. Malik M., Bigger J.T., Camm A.J., Kleiger R., Malliani A., Moss A., Schwartz P. Heart rate variability: standards of measurement, physiological interpretation, and clinical use. Circulation 1996, 93:1043-1065. Task force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.
41. Niskanen J.P., Tarvainen M.P., Ranta-aho P.O., Karjalainen P.A. Software for advanced HRV analysis. Comput. Methods Programs Biomed. 2004, 76:73-81.
42. Tan G., Dao T.K., Farmer L., Sutherland R.J., Gevirtz R. Heart rate variability (HRV) and posttraumatic stress disorder (PTSD): a pilot study. Appl. Psychophysiol. Biofeedback 2011, 36:27-35.
43. Blumenthal T.D., Cuthbert B.N., Filion D.L., Hackley S., Lipp O.V., van Boxtel A. Committee report: guidelines for human startle eyeblink electromyographic studies. Psychophysiology 2005, 42:1-15.
44. Barbieri R., Triedman J.K., Saul J.P. Heart rate control and mechanical cardiopulmonary coupling to assess central volume: a systems analysis. Am. J. Physiol.-Regul. Integrative Comp. Physiol. 2002, 283:R1210.
45. J. Choi, R. Gutierrez-Osuna, Using heart rate monitors to detect mental stress, in: Proceedings of IEEE, 2009, pp. 219-223.
46. Eckberg D.L. Human sinus arrhythmia as an index of vagal cardiac outflow. J. Appl. Physiol. 1983, 54:961-966.
47. Saul J.P., Berger R.D., Chen M.H., Cohen R.J. Transfer function analysis of autonomic regulation. II. Respiratory sinus arrhythmia. Am. J. Physiol. 1989, 256:H153-161.
48. Zucker T.L., Samuelson K.W., Muench F., Greenberg M.A., Gevirtz R.N. The effects of respiratory sinus arrhythmia biofeedback on heart rate variability and posttraumatic stress disorder symptoms: a pilot study. Appl. Psychophysiol. Biofeedback 2009, 34:135-143.
49. S. Nesterov, V. Nesterov, A. Burdygin, The effect of respiratory frequency on heart rate variability, Springer, 2005, pp. 25-27.
50. Stein P.K., Kleiger R.E. Insights from the study of heart rate variability. Annu. Rev. Med. 1999, 50:249-261.
51. Terathongkum S. Relationships Among Stress, Blood Pressure and Heart Rate Variability in Meditators 2006, Virginia Commonwealth University.
52. Magagnin V., Mauri M., Cipresso P., Mainardi L., Brown E.N., Cerutti S., Villamira M., Barbieri R. Heart rate variability and respiratory sinus arrhythmia assessment of affective states by bivariate autoregressive spectral analysis. Comput. Cardiol. 2010, 37:145-148.
53. Bagiella E., Sloan R.P., Heitjan D.F. Mixed-effects models in psychophysiology. Psychophysiology 2000, 37:13-20.