Introduction
Anxiety stemming from racism and discrimination disproportionately impacts Black Americans [1]. Decades of research indicate that mindfulness-based interventions can effectively alleviate anxiety [2]. However, three limitations often hinder the Black community from accessing these resources: a lack of cultural relevance, high costs, and excessive time commitments [3-5]. In response to these barriers, Author GJ created “healing attempt,” a brief digital music-based mindfulness intervention for race-based anxiety in the Black community. The intervention consists of originally composed and prerecorded songs, meditations, and poems. All components of the intervention are accompanied by background music rooted in Black music traditions (eg, gospel) to increase the cultural relevance of the intervention. Additionally, the intervention includes contributions from Lama Rod Owens, an acclaimed Buddhist teacher, and Terry Edmonds, former chief speechwriter for President Clinton. In light of the “replication crisis” in psychology [6], this study seeks to replicate and extend findings from our initial study in which we demonstrated that “healing attempt” may be a feasible and effective intervention for Black American race-based anxiety.
Methods
Overview
We recruited participants using Prolific—a web-based study platform—in January 2023. Participants were 8 middle-to-low income ( < US $50,000/yr annual salary) Black American adults with elevated race-based anxiety. Study visits occurred on Zoom (Zoom Video Communications). We used a multiple-baseline design in which we assessed state anxiety and mindfulness/self-compassion every 2 minutes across two phases. In the initial phase (phase A), participants were randomized to one of four baseline conditions that ranged between 10 and 16 minutes (5-8 assessment periods). Participants were then instructed to go about their business as usual. In the second phase (phase B), we delivered the 25-minute intervention. The only instructions were to find a comfortable body position and attend to the intervention. After the intervention, we assessed the feasibility of the intervention using mixed methods.
The research team administered the questionnaires during the study. We used the State-Trait Anxiety Inventory–6 to assess state anxiety, and used a 5-item study-specific scale to measure state mindfulness/self-compassion; this scale includes items from the Toronto Mindfulness Scale and the State Self-Compassion Scale.
We analyzed all results in R (version 4.1.2; R Foundation for Statistical Computing) using the Scan package [7]. We used tau-U analyses to analyze our data; this analytical approach allows one to control for data trends when assessing intervention effects in multiple baseline studies, meaning that we could control for natural changes in anxiety or mindfulness/self-compassion during the study.
Ethical Considerations
All study procedures were approved by the Harvard Institutional Review Board (protocol IRB21-0256). Participant data were deidentified. All participants provided informed consent before the study and were compensated with US $60.
Results
Table 1 presents the results of our tau-U models assessing the impact of the intervention on state anxiety. All tau-U values were negative and significant (P < .001), including those that corrected for trends in the baseline and intervention phases, indicating that the intervention reduced state anxiety.
Table 2 presents the results of our tau-U models assessing the impact of the intervention on mindfulness/self-compassion. All tau-U values for these models were positive and significant (P < .05), suggesting that the intervention increased mindfulness/self-compassion.
Lastly, the feasibility scores for the intervention were high (ie, the average scores for all feasibility and acceptability measures were ≥86 out of 100). Further details on our results are provided in Multimedia Appendix 1.
Table 1. Overall tau-U models assessing the impact of the intervention on state anxiety.
Model | τ | SE | 95% CI | Z | P value | |
Overall tau-U (cases 1-4) | ||||||
A vs B | –0.91 | 0.14 | –1.18 to –0.64 | –6.57 | < .001 | |
A vs B – trend A | –0.81 | 0.17 | –1.14 to –0.49 | –4.89 | < .001 | |
A vs B + trend B | –0.73 | 0.10 | –0.91 to –0.54 | –7.62 | < .001 | |
A vs B + trend B – trend A | –0.58 | 0.08 | –0.74 to –0.42 | –7.04 | < .001 | |
Overall tau-U (cases 5-8) | ||||||
A vs B | –0.90 | 0.14 | –1.17 to –0.63 | –6.51 | < .001 | |
A vs B – trend A | –0.79 | 0.17 | –1.12 to –0.47 | –4.79 | < .001 | |
A vs B + trend B | –0.71 | 0.10 | –0.90 to –0.52 | –7.45 | < .001 | |
A vs B + trend B – trend A | –0.56 | 0.08 | –0.72 to –0.40 | –6.77 | < .001 |
Table 2. Overall tau-U models assessing the impact of the intervention on mindfulness/self-compassion.
Model | τ | SE | 95% CI | Z | P value | |
Overall tau-U (cases 1-4) | ||||||
A vs B | 0.72 | 0.14 | 0.45-0.99 | 5.20 | < .001 | |
A vs B – trend A | 0.79 | 0.17 | 0.46-1.11 | 4.76 | < .001 | |
A vs B + trend B | 0.59 | 0.10 | 0.40-0.78 | 6.18 | < .001 | |
A vs B + trend B – trend A | 0.55 | 0.08 | 0.38-0.71 | 6.63 | < .001 | |
Overall tau-U (cases 5-8) | ||||||
A vs B | 0.47 | 0.14 | 0.20-0.74 | 3.43 | < .001 | |
A vs B – trend A | 0.39 | 0.17 | 0.06-0.71 | 2.33 | .02 | |
A vs B + trend B | 0.44 | 0.10 | 0.26-0.63 | 4.64 | < .001 | |
A vs B + trend B – trend A | 0.34 | 0.08 | 0.17-0.50 | 4.08 | < .001 |
Discussion
We replicated and extended our initial findings and showed that “healing attempt” can improve anxiety and mindfulness/self-compassion with high feasibility/acceptability [8]. Congruent with the existing literature, the observed improvements in mindfulness/self-compassion may have driven the reductions in anxiety [2,9]. Similarly, the culturally adapted nature of the intervention also may have contributed to symptom reduction and the high feasibility scores in this experiment [10].
Some limitations should be acknowledged. First, the small sample size and within-subject design limit the ability to make strong causal claims from the results. Second, our prescreening criteria requiring participants to have familiarity with meditation limits generalizability. Third, the mindfulness/self-compassion measure used in the study was not a fully validated scale. Fourth, in the qualitative feedback, one participant suggested eliminating the frequent pausing of the music that accompanied the study design.
We can address the aforementioned limitations in a future between-subjects randomized feasibility trial that tests “healing attempt” as a single-session intervention. Additionally, future studies can investigate novel low-cost avenues for disseminating the intervention, such as music-streaming platforms. Overall, this study represents a promising next step in providing a culturally relevant, highly scalable mindfulness resource for the Black community.
Acknowledgments
This project is funded by a Varela Grant from the Mind & Life Institute and a grant from the Harvard Culture Lab Innovation Fund.
Data Availability
A link to the data and code for this project is available in Multimedia Appendix 1. No works have been published or submitted that stem from this data set.
Authors' Contributions
GJ conceptualized the study, executed all data analysis, and oversaw the writing and drafting of the paper. FC-R, TM, MA-S, and FH helped write the paper; all authors edited the manuscript before submission.
Conflicts of Interest
None declared.
Multimedia Appendix 1
Supplementary materials.
Chae D, Yip T, Martz C, Chung K, Richeson J, Hajat A, et al. Vicarious racism and vigilance during the COVID-19 pandemic: mental health implications among Asian and Black Americans. Public Health Rep 2021;136(4):508-517 [https://europepmc.org/abstract/MED/34034574]
Goldberg S, Riordan K, Sun S, Davidson RJ. The empirical status of mindfulness-based interventions: a systematic review of 44 meta-analyses of randomized controlled trials. Perspect Psychol Sci 2022 Jan;17(1):108-130 [https://europepmc.org/abstract/MED/33593124]
Spears CA, Houchins SC, Bamatter WP, Barrueco S, Hoover DS, Perskaudas R. Perceptions of mindfulness in a low-income, primarily African American treatment-seeking sample. Mindfulness (N Y) 2017 Dec;8(6):1532-1543 [https://europepmc.org/abstract/MED/29333200]
Woods-Giscombé CL, Gaylord SA. The cultural relevance of mindfulness meditation as a health intervention for African Americans: implications for reducing stress-related health disparities. J Holist Nurs 2014 Sep;32(3):147-160 [https://europepmc.org/abstract/MED/24442592]
Herman P, Anderson M, Sherman K, Balderson B, Turner J, Cherkin DC. Cost-effectiveness of mindfulness-based stress reduction versus cognitive behavioral therapy or usual care among adults with chronic low back pain. Spine (Phila Pa 1976) 2017 Oct 15;42(20):1511-1520 [https://europepmc.org/abstract/MED/28742756]
Maxwell SE, Lau MY, Howard GS. Is psychology suffering from a replication crisis? What does "failure to replicate" really mean? Am Psychol 2015 Sep;70(6):487-498
Wilbert J, Lüke T. Package ‘scan’. The Comprehensive R Archive Network. 2023. URL: https://cran.r-project.org/web/packages/scan/scan.pdf [accessed 2023-10-09]
Jones G, Herrmann F, Nock MK. A digital music-based mindfulness intervention for Black Americans with elevated race-based anxiety: a multiple-baseline pilot study. JMIR Form Res 2023 Aug 16;7:e49284 [https://formative.jmir.org/2023//e49284/]
Han A, Kim TH. Effects of self-compassion interventions on reducing depressive symptoms, anxiety, and stress: a meta-analysis. Mindfulness (N Y) 2023 Jun 05:1-29 [https://europepmc.org/abstract/MED/37362192]
Hall GCN, Ibaraki AY, Huang ER, Marti CN, Stice E. A meta-analysis of cultural adaptations of psychological interventions. Behav Ther 2016 Nov;47(6):993-1014
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Abstract
This study replicates and extends findings that “healing attempt”—a brief digital music-based mindfulness intervention—represents a feasible and potentially effective intervention for race-based anxiety in the Black community.
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