A Quantitative and Qualitative study of transformative process and psychological well-being using SoundSelf
Conducted by Sandeep Prakash, Ph.D. at California Institute of Integral Studies
Research conducted by Sandeep Prakash, Ph.D. at California Institute of Integral Studies was the first long-term study of participants using a SoundSelf regularly for 6 weeks.
Using a mixed-methods study design that incorporated quantitative and qualitative data within a collaborative research environment, this research study discovered how users of SoundSelf experience improvement in mental health.
After recruitment was completed using public informational meetings in VR, participants underwent a 6 week group process of meetings, interviews, and validated psychometric questionnaires.
The charts below support the data presented:
Anxiety
Mysticism
Depression
Well-Being
Mindfulness
Wellness
Quantitative Methods
Standard descriptive statistics were used to present demographic information of the participants, including age, gender, education, meditation experience, altered states experience, and VR experience. Individuals ranged between the ages of 20 and 49, with 30-39 age group most represented. There were 1 non-binary, 2 female, and 3 male gendered individuals who completed the questionnaire, with most having a higher-education experience background. There was a mix of historical experience with VR, meditation, and altered states, from no prior experience to more than several years of experience.
Descriptive statistics were used to describe pre- and post-study scores for all variables from the instruments selected for this study (Table ). Data analyses were performed using the Statistical Package for the Social Sciences (IBM, 2017) and Microsoft Excel. Because of the small sample size, a non-parametric test was used to assess statistical significance of the study measures, the Related-Sample Wilcoxon Signed-Rank test. The rank-biserial correlation was used to compute the effect size for the change in pre-/post- scale and sub-scale scores. According to Cohen (1988), correlations > .50 represent a large effect size and correlations > .30 and < .50 are considered a medium effect size. Results where p < .05 were considered statistically significant.
Main Quantitative Findings- Descriptive Statistics and Test Results for Study Measures.
WHO-5 = World Health Organization Well-Being Index; PHQ-9 = Patient Health Questionaire; GAD-7 = Generalized Anxiety Disorder-7; MEQ-30 = Mystical Experience Questionnaire; FFMQ = Five Facet Mindfulness Questionnaire; PWB = Psychological Wellbeing Scale. a Standardized test statistic for Related-Samples Wilcoxon Signed Rank Test. b Matched-pairs rank biserial correlation for effect size.
Qualitative Data - Main Thematic Analysis Findings of Qualitative Data
Thematic analysis of the inquiry and interview data generated five categories of informative outcomes regarding the research question: “What is the experience of transformative process using SoundSelf VR over time?” The five categories are interrelated, often overlapping with another yet at times are opposed or in creative tension. They are: (a) Voice and Body, (b) Immersion and Virtuality, (c) Meditation and mindfulness, (d) Flow, and (e) Participatory/Personal Process.
“The design of soundself achieves a remarkable feat: it checks off all 9 components of Flow described by Csikszentmihalyi (1990). These include a merging of action and awareness, immediate feedback, high task concentration, loss of self-consciousness (ego-directed), and autotelic experience. SoundSelf is the first technology to induce a “psychological” flow state, where the body and mind is at an optimal state to process or witness psychic phenomena. This means that you are empowered to see and feel what would otherwise be uncomfortable or overwhelming.”
Sandeep Prakash, PhD - Chief Scientific Officer