The future of mindfulness training is digital, and the future is now
Abstract
Digital mindfulness-based interventions (d-MBIs) present a promising path for the scalable dissemination of mindfulness instruction in the 21st century. Smartphone applications and web-based platforms can offer potential advantages over traditional face-to-face formats through enhanced accessibility, standardization, personalization, and efficacy of mindfulness training. A growing body of research has documented that a digital approach to teaching mindfulness can improve measures of attention, stress, depression, and anxiety. However, effective digital mindfulness instruction must overcome a variety of challenges, including the possibility of low engagement, shallow learning, and unaddressed obstacles or frustrations. Fortunately, best practices from multiple fields of research provide strategies to overcome these challenges.
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Limitations of online interventions are relatively high dropout rates and more difficulty engaging participants compared to in-person intervention.
“Limitations of online interventions are relatively high dropout rates and more difficulty engaging participants compared to an in‐person intervention (Mrazek et al., 2019).”
From Mindfulness-based cognitive therapy for chronic noncancer pain and prescription opioid use disorder: A qualitative pilot study of its feasibility and the perceived process of change (2023) · cites this paper as Mrazek et al., 2019
Past research has suggested a range of factors that influence adherence to digital MBIs, including accessibility, tailoring, and difficulty.
“Past research has suggested that there is a range of factors that influence adherence to digital MBIs [5], including accessibility (eg, across devices and populations with different needs), tailoring (eg, of content to individual needs), and difficulty (eg, sustaining attention).”
From Experiences of Using Digital Mindfulness-Based Interventions: Rapid Scoping Review and Thematic Synthesis (2023) · cites this paper as [5]
There are numerous challenges in accessing and delivering MBIs, including geographical, logistical, and financial constraints and a lack of trained mindfulness teachers.
“Despite such efficacy, there are numerous challenges in accessing and delivering MBIs, including geographical, logistical, and financial constraints as well as a lack of trained mindfulness teachers [5,6].”
From Experiences of Using Digital Mindfulness-Based Interventions: Rapid Scoping Review and Thematic Synthesis (2023) · cites this paper as [5]
The study applied recommended practices in digital learning to overcome possible challenges of a digital MBI.
“In order to overcome the possible challenges of a digital MBI we applied some of the best recommended practices in digital learning suggested by Mrazek et al. (2019).”
From Feasibility of a Brief Online Mindfulness and Compassion-Based Intervention to Promote Mental Health Among University Students During the COVID-19 Pandemic (2021) · cites this paper as Mrazek et al., 2019
The challenges of digital mindfulness-based interventions can be overcome if they are applied through best practices in digital learning.
“While this modality of MBI faces numerous challenges, they can be overcome as long as it is applied through some of the best practices in digital learning (Mrazek et al., 2019), like those considered in the current study.”
From Feasibility of a Brief Online Mindfulness and Compassion-Based Intervention to Promote Mental Health Among University Students During the COVID-19 Pandemic (2021) · cites this paper as Mrazek et al., 2019
Cites
Mindfulness-based interventions in context: Past, present, and future
Kabat-Zinn, J. (2003) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy.bpg016 · Cited by 8,615 · see citing works
Mindfulness-based interventions in context: Past, present, and future.
Kabat-Zinn, J. (2003) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy/bpg016 · Cited by 8,612 · see citing works
(2009) · US Department of Education · Cited by 3,654 · see citing works
(2000) · Cited by 2,779 · see citing works
Knowing What Students Know: The Science and Design of Educational Assessment
Pellegrino, J. W., Chudowsky, N., & Glaser, R. A. (2013) · Cited by 2,416 · see citing works
Clark, R. C., Mayer, R. E., & Thalheimer, W. (2003) · Performance Improvement Journal · doi:10.1002/pfi.4930420510 · Cited by 2,257 · see citing works
Bernard, R. M., Abrami, P. C., Lou, Y., Borokhovski, E., Wade, A., Wozney, L., Wallet, P. A., Fiset, M., & Huang, B. (2004) · Review of Educational Research · doi:10.3102/00346543074003379 · Cited by 1,761 · see citing works
Creswell, J. D. (2017) · Annual Review of Psychology · doi:10.1146/annurev-psych-042716-051139 · Cited by 1,702 · see citing works
The Cambridge Handbook of Multimedia Learning
(2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139547369 · Cited by 1,624 · see citing works
Implicit theories, attributions, and coping: A meaning system approach.
Hong, Y.-Y., Chiu, C.-Y., Dweck, C. S., Lin, D. M.-S., & Wan, W. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.3.588 · Cited by 1,358 · see citing works
A Meta-Analysis of Three Types of Interaction Treatments in Distance Education
Bernard, R. M., Abrami, P. C., Borokhovski, E., Wade, C. A., Tamim, R. M., Surkes, M. A., & Bethel, E. C. (2009) · Review of Educational Research · doi:10.3102/0034654309333844 · Cited by 1,171 · see citing works
Interest Matters: The Importance of Promoting Interest in Education
Harackiewicz, J. M., Smith, J. L., & Priniski, S. J. (2016) · Policy Insights from the Behavioral and Brain Sciences · doi:10.1177/2372732216655542 · Cited by 695 · see citing works
Robins, R. W., & Pals, J. L. (2002) · Self and Identity · doi:10.1080/15298860290106805 · Cited by 644 · see citing works
(2009) · Indiana Magazine of History (Indiana University) · Cited by 599 · see citing works
Payne, H., Lister, C., West, J. H., & Bernhardt, J. M. (2015) · JMIR mhealth and uhealth · doi:10.2196/mhealth.3335 · Cited by 525 · see citing works
A randomised controlled trial of a brief online mindfulness-based intervention
Cavanagh, K., Strauss, C., Cicconi, F., Griffiths, N., Wyper, A., & Jones, F. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.06.003 · Cited by 350 · see citing works
Economides, M., Martman, J., Bell, M. J., & Sanderson, B. (2018) · Mindfulness · doi:10.1007/s12671-018-0905-4 · Cited by 250 · see citing works
Internet-based mindfulness treatment for anxiety disorders: a randomized controlled trial
Boettcher, J., Åström, V., Påhlsson, D., Schenström, O., Andersson, G., & Carlbring, P. (2014) · Behavior Therapy · doi:10.1016/j.beth.2013.11.003 · Cited by 245 · see citing works
Lindsay, E. K., Young, S., Smyth, J. M., Brown, K. W., & Creswell, J. D. (2018) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2017.09.015 · Cited by 226 · see citing works
Lindsay, E. K., Young, S., Smyth, J. M., Brown, K. W., & Creswell, J. D. (2017) · doi:10.31219/osf.io/4se5m · Cited by 226 · see citing works
Wang, K. H., Wang, T., Wang, W. L., & Huang, S. C. (2006) · Journal of Computer Assisted Learning · doi:10.1111/j.1365-2729.2006.00166.x · Cited by 202 · see citing works
Happier Healers: Randomized Controlled Trial of Mobile Mindfulness for Stress Management
Yang, E., Schamber, E., Meyer, R. M. L., & Gold, J. I. (2018) · The Journal of Alternative and Complementary Medicine · doi:10.1089/acm.2015.0301 · Cited by 197 · see citing works
Krusche, A., Cyhlarova, E., & Williams, J. M. G. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-003498 · Cited by 192 · see citing works
Jayawardene, W. P., Lohrmann, D. K., Erbe, R. G., & Torabi, M. R. (2017) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2016.11.013 · Cited by 185 · see citing works
Understanding Your Users: A Practical Guide to User Research Methods
Baxter, K. K., Courage, C., & Caine, K. E. (2015) · Cited by 166 · see citing works
Persistence of Women in Online Degree-Completion Programs
Müller, T. (2008) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v9i2.455 · Cited by 153 · see citing works
Moore, D. R. (2006) · Educational Technology Research and Development · doi:10.1007/s11423-006-8254-8 · Cited by 145 · see citing works
Querstret, D., Cropley, M., & Fife‐Schaw, C. (2016) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000028 · Cited by 144 · see citing works
Noone, C., & Hogan, M. (2018) · BMC Psychology · doi:10.1186/s40359-018-0226-3 · Cited by 140 · see citing works
Puzziferro, M. J., & Shelton, K. (2008) · Online Learning · doi:10.24059/olj.v12i3.58 · Cited by 133 · see citing works
Spadaro, K. C., & Hunker, D. F. (2016) · Nurse Education Today · doi:10.1016/j.nedt.2016.02.006 · Cited by 132 · see citing works
Fish, J., Brimson, J., & Lynch, S. (2016) · Mindfulness · doi:10.1007/s12671-016-0548-2 · Cited by 126 · see citing works
Querstret, D., Cropley, M., & Fife-Schaw, C. (2018) · Mindfulness · doi:10.1007/s12671-018-0925-0 · Cited by 103 · see citing works
Online-based Mindfulness Training Reduces Behavioral Markers of Mind Wandering
Bennike, I. H., Wieghorst, A., & Kirk, U. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0020-9 · Cited by 101 · see citing works
Mindfulness for pregnancy: a randomised controlled study of online mindfulness during pregnancy
Krusche, A., Dymond, M., Murphy, S. E., & Crane, C. (2018) · Midwifery · doi:10.1016/j.midw.2018.07.005 · Cited by 97 · see citing works
Persistence and the Adult Learner
Castles, J. (2004) · Active Learning in Higher Education · doi:10.1177/1469787404043813 · Cited by 95 · see citing works
Mayer, R. E., & Jackson, J. (2005) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.11.1.13 · Cited by 92 · see citing works
Noone, C., & Hogan, M. (2016) · BMC Psychology · doi:10.1186/s40359-016-0122-7 · Cited by 81 · see citing works
Banerjee, M., Cavanagh, K., & Strauss, C. (2017) · Mindfulness · doi:10.1007/s12671-017-0740-z · Cited by 80 · see citing works
Banerjee, M., Cavanagh, K., & Strauss, C. (2018) · Mindfulness · doi:10.1007/s12671-017-0837-4 · Cited by 75 · see citing works
Sobczak, L. R., & West, L. M. (2013) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2011.08.005 · Cited by 70 · see citing works
Why Do Students Withdraw from Online Graduate Nursing and Health Studies Education?
Perry, B., Bowman, J., Care, W. D., Edwards, M., & Park, C. (2008) · The Journal of Educators Online · doi:10.9743/jeo.2008.1.2 · Cited by 65 · see citing works
The Cambridge Handbook of Multimedia Learning: The Multimedia Principle
Butcher, K. R. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139547369.010 · Cited by 61 · see citing works
Brief Online Mindfulness Training: Immediate Impact
Kemper, K. J. (2017) · Journal of Evidence-Based Complementary & Alternative Medicine · doi:10.1177/2156587216639199 · Cited by 60 · see citing works
Fichten, C. S., Asuncion, J. V., Barile, M., Fossey, M. E., & Simone, C. D. (2000) · Journal of Educational Television · doi:10.1080/1358165000250303 · Cited by 47 · see citing works
Gu, J., Cavanagh, K., & Strauss, C. (2018) · Mindfulness · doi:10.1007/s12671-017-0867-y · Cited by 40 · see citing works
Shore, R., Strauss, C., Cavanagh, K., Hayward, M., & Ellett, L. (2017) · Mindfulness · doi:10.1007/s12671-017-0774-2 · Cited by 31 · see citing works
Effect on Well-Being from an Online Mindfulness Intervention: “Mindful in May”
Bailey, N. W., Nguyen, J., Bialylew, E., Corin, S. E., Gilbertson, T., Chambers, R., & Fitzgerald, P. B. (2018) · Mindfulness · doi:10.1007/s12671-018-0910-7 · Cited by 31 · see citing works
Kenney, J. L., Hermens, A., & Clarke, T. (2004) · Education + Training · doi:10.1108/00400910410555286 · Cited by 26 · see citing works
A Tool for Life? Mindfulness as self-help or safe uncertainty
Moss, D., Waugh, M., & Barnes, R. (2008) · International Journal of Qualitative Studies on Health and Well-Being · doi:10.1080/17482620801939592 · Cited by 24 · see citing works
Multiple Perspectives on the Accessibility of E-Learning in Canadian Colleges and Universities
Asuncion, J. V., Fichten, C. S., Ferraro, V., Chwojka, C., Barile, M., Nguyen, M. N., & Wolforth, J. (2010) · Assistive Technology · doi:10.1080/10400430903519944 · Cited by 22 · see citing works
Stjernswärd, S., & Hansson, L. I. (2016) · Health & Social Care in the Community · doi:10.1111/hsc.12360 · Cited by 21 · see citing works
Stjernswärd, S., & Hansson, L. I. (2016) · Informatics for Health and Social Care · doi:10.1080/17538157.2016.1177533 · Cited by 19 · see citing works
Greene, D. S., Mullins, M. H., Baggett, P., & Cherry, D. J. (2017) · Journal of Baccalaureate Social Work · doi:10.18084/1084-7219.22.1.1 · Cited by 18 · see citing works
Comparison of Fixed-Item and Response-Sensitive Versions of an Online Tutorial
Grant, L. K., & Courtoreille, M. (2007) · The Psychological Record · doi:10.1007/bf03395576 · Cited by 14 · see citing works
Ralston, E. (2016) · e-space (Manchester Metropolitan University) · Cited by 2 · see citing works
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Paredes, M. R., Apaolaza, V., Fernandez-Robin, C., Hartmann, P., & Yañez-Martinez, D. (2021) · Personality and Individual Differences · doi:10.1016/j.paid.2020.110455 · Cited by 383 · see citing works
Mindfulness-Based Programs in the Workplace: a Meta-Analysis of Randomized Controlled Trials
Vonderlin, R., Biermann, M., Bohus, M., & Lyssenko, L. (2020) · Mindfulness · doi:10.1007/s12671-020-01328-3 · Cited by 259 · see citing works
Vos, L. M. W., Habibović, M., Nyklíček, I., Smeets, T., & Mertens, G. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.113927 · Cited by 152 · see citing works
González-García, M., Álvarez, J. C., Pérez, E. Z., Fernandez-Carriba, S., & López, J. G. (2021) · Mindfulness · doi:10.1007/s12671-021-01632-6 · Cited by 117 · see citing works
“While this modality of MBI faces numerous challenges, they can be overcome as long as it is applied through some of the best practices in digital learning (Mrazek et al., 2019), like those considered in the current study.”
BackgroundMethodMitsea, E., Drigas, A. S., & Skianis, C. A. (2023) · Behavioral Sciences · doi:10.3390/bs13121008 · Cited by 102 · see citing works
“A growing number of studies reason that innovative digital technologies may offer potential advantages over conventional training programs in terms of accessibility, standardization, personalization, and efficacy [21].”
BackgroundFlett, J. A. M., Conner, T. S., Riordan, B. C., Patterson, T., & Hayne, H. (2020) · Psychology & Health · doi:10.1080/08870446.2019.1711089 · Cited by 84 · see citing works
Huberty, J. L., Green, J., Puzia, M. E., Larkey, L., Laird, B., Vranceanu, A.-M., Vlisides-Henry, R., & Irwin, M. R. (2021) · PLOS ONE · doi:10.1371/journal.pone.0244717 · Cited by 73 · see citing works
Winter, N., Russell, L., Ugalde, A., WHITE, V. M., & Livingston, P. M. (2022) · Journal of Medical Internet Research · doi:10.2196/30026 · Cited by 80 · see citing works
“Mindfulness programs are increasingly being adapted to web-based platforms, providing opportunities for more people to participate compared with conventional face-to-face sessions [10].”
BackgroundMindfulness enhances cognitive functioning: a meta-analysis of 111 randomized controlled trials
Zainal, N. H., & Newman, M. G. (2023) · Health Psychology Review · doi:10.1080/17437199.2023.2248222 · Cited by 89 · see citing works
“This question is becoming more important given the recent rise in mostly low-intensity self-help digital MBIs (Mrazek et al., 2019), highlighting the importance of determining their e ff ectiveness in improving brain health on a broader scale.”
BackgroundBossi, F., Zaninotto, F., D’Arcangelo, S., Lattanzi, N., Malizia, A. P., & Ricciardi, E. (2022) · Scientific Reports · doi:10.1038/s41598-022-10361-2 · Cited by 74 · see citing works
Gong, X., Wang, L., Rong, G., Zhang, D.-N., Zhang, A.-Y., & Liu, C. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1073647 · Cited by 78 · see citing works
“With the rapid development of information technology, increasing numbers of MBIs, including other psychotherapy interventions, are being provided online (Mrazek et al., 2019).”
BackgroundWright, M., Reitegger, F., Cela, H., Papst, A., & Gasteiger‐Klicpera, B. (2023) · Journal of Youth and Adolescence · doi:10.1007/s10964-023-01735-4 · Cited by 84 · see citing works
“These all serve to lower the threshold when seeking mental health support (Bauer et al., 2005; Mrazek et al., 2019).”
BackgroundAizik-Reebs, A., Yuval, K., Hadash, Y., Gebremariam, S. G., & Bernstein, A. (2021) · Clinical Psychological Science · doi:10.1177/2167702621998641 · Cited by 55 · see citing works
Hunkin, H., King, D. L., & Zajac, I. (2020) · Mindfulness · doi:10.1007/s12671-020-01541-0 · Cited by 44 · see citing works
“apies can be delivered (Cavanagh and Millings 2013; Mrazek et al. 2019; Muñoz 2019), and initial evidence for meditation Supplementary Information The online version contains supplementary material available at https://doi.”
BackgroundHausswirth, C., Schmit, C., Rougier, Y., & Coste, A. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20021361 · Cited by 48 · see citing works
“digital intervention-related cognitive benefits, it is noteworthy to mention that [53] reported higher efficacy of mindfulness training from digital MBI through enhanced accessibility, standardization, and personalization of the training.”
BackgroundBégin, C., Berthod, J., Martinez, L. Z., & Truchon, M. (2022) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-022-00267-1 · Cited by 41 · see citing works
“1 3 and anytime, flexible), standardized, personalized to users, and effective (Mrazek et al., 2019).”
BackgroundEffectiveness of a Brief Online Mindfulness-Based Intervention for University Students
Fagioli, S., Pallini, S., Mastandrea, S., & Barcaccia, B. (2023) · Mindfulness · doi:10.1007/s12671-023-02128-1 · Cited by 41 · see citing works
Robots as Mental Well-being Coaches: Design and Ethical Recommendations
Axelsson, M., Spitale, M., & Güneş, H. (2024) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3643457 · Cited by 36 · see citing works
“Mindfulness has experienced a rise in popularity recently, with it being applied to workplace environments [51] as well as seeing new digital applications to conduct mindfulness training [69].”
BackgroundIoannou, A., Tussyadiah, I. P., & Marshan, A. (2021) · Psychology and Marketing · doi:10.1002/mar.21529 · Cited by 36 · see citing works
“As a malleable trait, mindfulness can be enhanced through a wide range of practices and techniques that consumers can adopt, such as mindfulness-based interventions and/or digital mindfulness platforms and applications, with flexible implementations ranging from an 8-week intervention program to five minutes a day pra…”
BackgroundOsborne, E. L., Ainsworth, B., Hooper, N., & Atkinson, M. J. (2023) · Journal of Medical Internet Research · doi:10.2196/44220 · Cited by 37 · see citing works
“Past research has suggested that there is a range of factors that influence adherence to digital MBIs [5], including accessibility (eg, across devices and populations with different needs), tailoring (eg, of content to individual needs), and difficulty (eg, sustaining attention).”
Remskar, M., Western, M. J., & Ainsworth, B. (2024) · British Journal of Health Psychology · doi:10.1111/bjhp.12745 · Cited by 32 · see citing works
“Empirical evidence suggests that digital MBIs can deliver benefits to attention regulation and psychological health comparable to interventions delivered in-person, such as 8-week mindfulness-based stress reduction (MBSR) programmes (Mrazek et al., 2019).”
Mahlo, L., & Windsor, T. D. (2020) · The Gerontologist · doi:10.1093/geront/gnaa093 · Cited by 33 · see citing works
John Lothes, II, Mochrie, K., Wilson, M., & Hakan, R. (2021) · Current Psychology · doi:10.1007/s12144-019-00207-y · Cited by 30 · see citing works
Types of Digital Mindfulness: Improving Mental Health Among College Students – A Scoping Review
Yosep, I., Suryani, S., Mediani, . S., Mardhiyah, A., & Ibrahim, K. (2024) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s443781 · Cited by 35 · see citing works
“20 As technology continues to develop, applications and digital tools are increasingly sophisticated in providing personalized mindfulness experiences, according to each user’s needs.”
BackgroundCawley, A., & Tejeiro, R. A. (2024) · Mindfulness · doi:10.1007/s12671-024-02306-9 · Cited by 31 · see citing works
“These digital interventions can increase accessibility, as the tracks can be played at any time, and allow the standardisation of the intervention with a highly skilled individual directing participants through the mindful prac-tises (Mrazek et al., 2019 ).”
Karing, C. (2022) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12408 · Cited by 29 · see citing works
Simpson, R., Posa, S., Langer, L. K., Bruno, T. R., Simpson, S., Lawrence, M., Booth, J., Mercer, S. W., Feinstein, A., & Bayley, M. T. (2022) · Journal of Neurology · doi:10.1007/s00415-022-11451-x · Cited by 29 · see citing works
“Mindfulness-based interventions (MBIs) are complex interventions [27], usually delivered in groups face-to-face, or, increasingly, online [28].”
BackgroundGavrilova, L., & Zawadzki, M. J. (2023) · Mindfulness · doi:10.1007/s12671-023-02214-4 · Cited by 30 · see citing works
“Some potential advantages of app-based mindfulness interventions include wider availability, anonymity, accessibility at any time or place, standardization of intervention instruction, and personalization of content (Mrazek et al., 2019).”
BackgroundMrazek, A. J., Mrazek, M. D., Carr, P. C., Delegard, A. M., Ding, M. G., Garcia, D. I., Greenstein, J. E., Kirk, A. C., Kodama, E. E., Krauss, M. J., et al. (2020) · Education Sciences · doi:10.3390/educsci10080201 · Cited by 24 · see citing works
“Digital interventions in particular can circumvent many of the logistical and financial constraints involved in providing effective training to millions of high school students [19].”
BackgroundSelf-citationCaporale-Berkowitz, N. A., Boyer, B. P., Lyddy, C. J., Good, D. J., Rochlen, A. B., & Parent, M. C. (2021) · International Journal of Workplace Health Management · doi:10.1108/ijwhm-08-2020-0139 · Cited by 27 · see citing works
Reyes, A. T. (2022) · Issues in Mental Health Nursing · doi:10.1080/01612840.2021.1953652 · Cited by 21 · see citing works
“This conclusion is consistent with previous findings showing that mindfulness mobile apps with integrated human support and feedback had higher rates of adherence and engagement than the apps without such support and feedback (Mar et al., 2014; Mrazek et al., 2019; Newman et al., 2011).”
ResultBajestani, G. S., Ghanizadeh, A., Makhloughi, F., Kharrazi, F. H., Hosseini, A., & Toosi, M. B. (2024) · Mindfulness · doi:10.1007/s12671-024-02317-6 · Cited by 22 · see citing works
“…and often free of charge smartphone applications and web-based platforms have recently been developed, putting forward drastic benefits over mainstream face-to-face interventions through upgraded availability, affordability, individualization, and effectiveness of outcomes (Mrazek et al., 2019).”
InfluentialKluge, M. G., Maltby, S., Kühne, C., Walker, N., Bennett, N., Aidman, E., Nalivaiko, E., & Walker, F. R. (2023) · Journal of Medical Internet Research · doi:10.2196/46368 · Cited by 21 · see citing works
“However, transitioning from an expert-led to a digital-training format is often associated with low engagement, shallow learning, and potential frustration [51,58].”
Wang, T., Tang, C., Jiang, X., Guo, Y., Zhu, S., & Xu, Q. (2024) · Journal of Medical Internet Research · doi:10.2196/47704 · Cited by 20 · see citing works
Mrazek, A. J., Mrazek, M. D., Reese, J. V., Kirk, A. C., Gougis, L. J., Delegard, A. M., Cynman, D. J., Cherolini, C. M., Carr, P. C., & Schooler, J. W. (2019) · Education Sciences · doi:10.3390/educsci9030230 · Cited by 23 · see citing works
“To be successful, d-MBIs must creatively apply best practices in digital learning, including: (i) tailoring instruction to a well-defined audience, (ii) applying best practices in educational psychology to ensure effective learning, (iii) addressing audience diversity through personalization of program content, (iv) d…”
BackgroundSelf-citationWolever, R. Q., Finn, M., & Shields, D. (2021) · Journal of Medical Internet Research · doi:10.2196/31935 · Cited by 13 · see citing works
Potsch, L., & Rief, W. (2023) · Behaviour Research and Therapy · doi:10.1016/j.brat.2023.104455 · Cited by 20 · see citing works
Reyes, A. T., Serafica, R., & Sojobi, A. (2020) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2020.09.005 · Cited by 15 · see citing works
Nassim, M., Park, H., Dikaios, E., Potes, A., Elbaz, S., McVeigh, C., Lipman, M. L., Novák, M., Trinh, E., Alam, A., et al. (2021) · Healthcare · doi:10.3390/healthcare9060659 · Cited by 19 · see citing works
“Future Directions Future studies may leverage hybrid designs of online audio-visual delivery of interventions to significantly reduce interventionist burden and improve scalability, accessibility, and cost [44].”
BackgroundDaily Mindfulness Is Associated With Recovery Processes Among Coaches—A 4-Week Diary Study
Pawsey, F., Wong, J. H. K., Kenttä, G., & Näswall, K. (2021) · International Sport Coaching Journal · doi:10.1123/iscj.2020-0045 · Cited by 19 · see citing works
Bassi, E. M., Bright, K. S., Norman, L., Pintson, K., Daniel, S., Sidhu, S., Gondziola, J., Bradley, J., Fersovitch, M., Stamp, L. K., et al. (2024) · Digital Health · doi:10.1177/20552076241253093 · Cited by 19 · see citing works
“35 This potential outlined could help reduce the barriers associated with seeking mental health support among youth.”
BackgroundLiebherr, M., Brandtner, A., Brand, M., & Tang, Y. (2024) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.15095 · Cited by 31 · see citing works
The Science of Mindfulness-Based Interventions and Learning: A Review for EducatorsPreprint
Laukkonen, R., Leggett, J. M. I., Gallagher, R., Biddell, H., Mrazek, A. J., Slagter, H. A., & Mrazek, M. D. (2020) · doi:10.31231/osf.io/6g9uq · Cited by 19 · see citing works
Self-citationSu, J. J., Lin, R. S. Y., Baťalík, L., Wong, A. K. C., & Grace, S. L. (2025) · Journal of Medical Internet Research · doi:10.2196/57368 · Cited by 17 · see citing works
Mahar, E. A., O'Kane, K. M. K., Brotto, L. A., & Stephenson, K. R. (2022) · Current Sexual Health Reports · doi:10.1007/s11930-022-00333-y · Cited by 16 · see citing works
“Benefits of online interventions include that they can be accessed anywhere, anytime, and for a lower cost than in-person treatments [29].”
BackgroundRemskar, M., Western, M. J., Maynard, O., & Ainsworth, B. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.984232 · Cited by 15 · see citing works
“, 2019)— highlighting the potential for scalability and accessibility enabled by mHealth interventions (Mrazek et al., 2019; Bond et al., 2022) as well as the need to ensure they are as engaging and effective as possible (Yardley et al.”
BackgroundIyer, L., Iyer, R., & Kumar, V. (2021) · JMIR Formative Research · doi:10.2196/22041 · Cited by 15 · see citing works
“Combining technology and mindfulness techniques has been shown to elicit meaningful benefits by increasing the accessibility and efficacy of mindfulness training [23].”
BackgroundAlkan, E., Kumar, G., Ravichandran, S., Kaushal, S. R., de Pablo, G. S., Alerci, L., Michaud-Feinberg, J., Gutiérrez-Rojas, L., Zorzi, C., Klauser, P., et al. (2025) · Psychiatry Research · doi:10.1016/j.psychres.2025.116473 · Cited by 14 · see citing works
“Furthermore, extensive research has investigated methods to enhance the accessibility of mindfulness practices via digital applications (Mrazek et al., 2019; Osborne et al., 2023); this could expand the reach and cost-effectiveness of MBIs (Muller et al., 2020).”
The associations and effects of mindfulness on anger and aggression: A meta-analytic review
O’Dean, S., Summerell, E., Harmon‐Jones, E., Creswell, J. D., & Denson, T. F. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102584 · Cited by 20 · see citing works
Bordo, S., Costanzo, G., & Villani, D. (2025) · BMC Psychology · doi:10.1186/s40359-025-02824-8 · Cited by 21 · see citing works
“Mobile phone apps are accessible at any time and in any place and allow for great user flexibility in frequency or amount of use [15].”
Ahmed, W., Önkal, D., Das, R., Krishnan, S., Olan, F., Hardey, M., & Fenton, A. (2023) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2023.3273191 · Cited by 16 · see citing works
“…has emphasized digital mindfulness-based programs and interventions via gaming [38], as well as alternate online experiences, use of reasons, group sharing, reflections on learners’ discoveries, recognition for contradictions, and creating a safe and trusting environment [39], [40], [41].”
BackgroundLekkas, D., Price, G. D., McFadden, J. R., & Jacobson, N. C. (2021) · Mindfulness · doi:10.1007/s12671-021-01723-4 · Cited by 13 · see citing works
Godage, P., Giggins, O. M., Doyle, J., & Byrne, A. (2025) · Oxford Open Digital Health · doi:10.1093/oodh/oqaf006 · Cited by 12 · see citing works
“In recent decades,the advent of digital health technologies has opened up new possibilities for delivering MBIs in a more accessible and flexible manner [18].”
Schönfeld, S., Rathmer, I., Michaelsen, M. M., Hoetger, C., Onescheit, M., Lange, S., Werdecker, L., & Esch, T. (2022) · JMIR Research Protocols · doi:10.2196/37195 · Cited by 12 · see citing works
“Findings from systematic reviews and meta-analyses of randomized controlled trials (RCTs) focusing on nonclinical adult populations suggest that digitally supported mindfulness interventions could effectively improve perceived stress [18,19].”
BackgroundChristopher, M., Bowen, S. W., Witkiewitz, K. A., Grupe, D. W., Goerling, R. J., Hunsinger, M., Oken, B., Korecki, J. R., & Rosenbaum, N. A. (2024) · BMC Complementary Medicine and Therapies · doi:10.1186/s12906-024-04452-y · Cited by 12 · see citing works
“…indicate guided mindfulness training delivered online is effective in improving a variety of health outcomes [62, 63], can increase accessibility relative to in-person training [64, 65], and was an effective alternative to in-person training during the peak of the COVID-19 pandemic [66, 67].”
BackgroundRemskar, M., Ainsworth, B., Maynard, O., Malkowski, O. S., Birch, A., Burd, A., Caretu, T.-C., Assaad, L. E., Christodoulou-Tsiaoukkas, A., Menon, A., et al. (2025) · Mental health and physical activity · doi:10.1016/j.mhpa.2025.100680 · Cited by 13 · see citing works
Yoon, S.-I., Lee, S.-I., Suh, H.-W., Chung, S.-Y., & Kim, J. W. (2022) · Medicine · doi:10.1097/md.0000000000030260 · Cited by 12 · see citing works
“Considering that smartphone-based interventions are not geographically constrained and can provide high-quality training at reduced economic costs,[15] MMT might provide a cost-effective solution for employee mental health.”
BackgroundInfluentialMitsea, E., Drigas, A. S., & Skianis, C. A. (2023) · Research Society and Development · doi:10.33448/rsd-v12i3.40247 · Cited by 12 · see citing works
Zawadzki, M. J., Torok, Z. A., Peña, M., & Gavrilova, L. (2025) · Annals of Behavioral Medicine · doi:10.1093/abm/kaaf025 · Cited by 11 · see citing works
Wrede, S. J. S., Esch, T., & Michaelsen, M. M. (2025) · BMC Digital Health · doi:10.1186/s44247-025-00186-0 · Cited by 11 · see citing works
“Technology can be a catalyst for mindfulness-based interventions [69].”
Kranenburg, L. W., Gillis, J., Mayer, B., & Hoogendijk, W. J. G. (2021) · JMIR Mental Health · doi:10.2196/32123 · Cited by 12 · see citing works
“Mindfulness practice has become increasingly popular, both in the general public [1,2] and in health care [3].”
Tschenett, H., Vafai-Tabrizi, F., Zwick, R. H., Valipour, A., Funk, G., & Nater, U. M. (2025) · Respiratory Research · doi:10.1186/s12931-025-03243-4 · Cited by 10 · see citing works
“Not quickly, because I used to get up quickly and (…) I can’t do it anymore because of the air” (ID 41).”
Pascoe, M. C., Dash, S. R., Pogrmilović, B. K., Patten, R. K., & Parker, A. G. (2022) · Digital Health · doi:10.1177/20552076221117746 · Cited by 10 · see citing works
“Further, in the current study, we were unable to personalise the programme to individual students, which has previously been demonstrated to facilitate sustained engagement with digital interventions.(20) Therefore, future initiatives might consider embedding telehealth or digital mental health promotion strategies wi…”
BackgroundGalluzzi, S., Lanfredi, M., Moretti, D. V., Rossi, R., Meloni, S., Tomasoni, E., Frisoni, G. B., Chiesa, A., & Pievani, M. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-04766-z · Cited by 13 · see citing works
“The value of internet-based delivery has been underscored, even in the context of MBIs [17], and their beneficial effects have been demonstrated during the COVID-19 crisis [18–20].”
BackgroundThe uptake and outcomes of an online self-help mindfulness programme during COVID-19
Li, I., Chen, A. Z., Newby, J. M., Kladnitski, N., Haskelberg, H., Millard, M., & Mahoney, A. (2022) · Clinical Psychologist · doi:10.1080/13284207.2022.2045866 · Cited by 10 · see citing works
Mendelson, T., Webb, L., Artola, A., Molinaro, M., & Sibinga, E. M. (2023) · Mindfulness · doi:10.1007/s12671-023-02142-3 · Cited by 12 · see citing works
“Online mindfulness programming holds promise for addressing these feasibility concerns and has been found in emerging research to provide benefits for various populations (Mrazek et al., 2019).”
BackgroundHong, M., Liang, D., Lu, T., & Liu, S. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1213089 · Cited by 10 · see citing works
Osteoarthritis Action Alliance, S. P. T. G., Driban, J. B., Vincent, H. K., Trojian, T. H., Ambrose, K., Baez, S., Beresic, N. J., Berkoff, D. J., Callahan, L. F., Cohen, B. S., et al. (2023) · Journal of Athletic Training · doi:10.4085/1062-6050-0504.22 · Cited by 10 · see citing works
Karhiy, M., Sagar, M. A., Antoni, M., Loveys, K., & Broadbent, E. (2023) · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · doi:10.1109/aciiw59127.2023.10388195 · Cited by 11 · see citing works
“These are becoming the predominant way people access mindfulness interventions, and there is emerging evidence for their benefits [7].”
BackgroundMindful eating for overweight and obese women in Brazil: An exploratory mixed-methods pilot study.
Salvo, V., Sanudo, A., Kristeller, J., Schveitzer, M. C., Martins, P., Favarato, M. L., & Demarzo, M. (2022) · Nutrition and Health · doi:10.1177/02601060211052794 · Cited by 8 · see citing works
“For the future, regardless of the pandemic, offering these interventions online, with all the methodological care and adaptations required for this modality, could benefit many people (Mrazek et al., 2019; Sansom et al., 2020).”
BackgroundMindfulness, Emotions and Leadership
Ayoko, O. B. (2023) · Journal of Management & Organization · doi:10.1017/jmo.2023.26 · Cited by 8 · see citing works
A randomized controlled pilot trial of brief online mindfulness training in young drivers.
Albert, D. A., Ouimet, M., & Brown, T. G. (2023) · Accident Analysis and Prevention · doi:10.1016/j.aap.2023.107322 · Cited by 6 · see citing works
Wang, S. (2024) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2024.2353449 · Cited by 10 · see citing works
“DMFN encompasses a set of practices and techniques aimed at fostering mindfulness in the digital age (Mrazek et al., 2019).”
Mrazek, A. J., Mrazek, M. D., Brown, C. S., Karimi, S. S., Ji, R. R., Ortega, J. R., Maul, A., Carr, P. C., Delegard, A. M., Kirk, A. C., et al. (2022) · Technology Mind and Behavior · doi:10.1037/tmb0000092 · Cited by 8 · see citing works
Self-citationMir, I. A., John, A. T., Humayra, S., Khan, Q. I., Chong, T. F., & Manan, H. A. (2024) · Complementary Therapies in Medicine · doi:10.1016/j.ctim.2024.103084 · Cited by 8 · see citing works
Manrique, I. L. (2021) · Linguistics and Culture Review · doi:10.21744/lingcure.v5ns3.1728 · Cited by 8 · see citing works
“Music Therapy and Mindfulness favouring moments of relaxation for the students (Mrazek et al., 2019; Baer, 2019).”
BackgroundO'Kane, K. M. K., Otamendi, T., Silverberg, N. D., Choi, E., Sicard, V., Zemek, R., Healey, K., Brown, O., Butterfield, L., Smith, A., et al. (2024) · JMIR Formative Research · doi:10.2196/49133 · Cited by 7 · see citing works
“However, numerous studies have noted particularly high attrition rates for self-guided digital interventions, which researchers have suggested are because of their limited human contact and lack of social support [12,17,18].”
BackgroundHigh-performance connections: Digital holism and communicative capitalism at HappyAppy
Islam, G., Pillet, J., Navazhylava, K., & Barros, M. P. F. D. (2021) · Organization · doi:10.1177/13505084211057260 · Cited by 7 · see citing works
“…initiatives such as Google’s “Search Inside Yourself” program (LoRusso, 2017), and similar physical and spiritual practices such as yoga (Peticca-Harris et al., 2020b) and mindfulness (Purser, 2019), which increasingly involved digitalized variants (cf., Mrazek et al., 2019; Przegalinska, 2019).”
BackgroundValidation of online mindfulness-enhanced course for stress reduction in teachers
Ye, Q., Huang, Y., Ge, X., & Song, X. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1086142 · Cited by 7 · see citing works
“However, it should be noted that low engagement is one of the challenges of existing online mindfulness intervention products (21).”
BackgroundMudiyanselage, C. A. K. R. A., Ewens, B. A., Smyth, A. M., Dickson, J. M., & Ang, S. G. M. (2024) · Mindfulness · doi:10.1007/s12671-024-02365-y · Cited by 7 · see citing works
“Asynchronous online applications, in particular, enable participants to access the course at their convenience (Mrazek et al., 2019), maintain their privacy (Price-Blackshear et al., 2020), and select activities based on individual preferences (Huberty et al., 2019).”
Taking charge: Characterizing the rapid development of self-regulation through intensive training
Mrazek, A. J., Mrazek, M. D., Maul, A., Mrazek, K. L., & Schooler, J. W. (2020) · Journal of Health Psychology · doi:10.1177/1359105320909856 · Cited by 7 · see citing works
“Based on our prior work (Mrazek et al., 2019), we predicted that participants would continue to encounter temptations but would become more skilled in resisting them.”
BackgroundSelf-citationLavín, P., Nazar, R., Nassim, M., Noble, H. R., Solomonova, E., Dikaios, E., Novák, M., Mucsi, I., Trinh, E., Potes, A., et al. (2021) · Healthcare · doi:10.3390/healthcare9111410 · Cited by 7 · see citing works
“Recent findings [29,30] have suggested that awareness and acceptance could be the mechanisms of mindfulness interventions in improving sleep quality, partly via reducing psychological stress.”
BackgroundShift in Valence Bias Associated with Decrease in Trait Anxiety and Depression Symptoms
Harp, N. R., Blair, J., & Neta, M. (2023) · Cognitive Therapy and Research · doi:10.1007/s10608-023-10437-x · Cited by 7 · see citing works
“As such, it could be a useful and easy-to-implement clinical tool, and might easily pair with affordable and acces - sible web-based mindfulness interventions (Mrazek et al., 2019).”
BackgroundYadav, M., Neate, S. L., Hassed, C. S., Chambers, R., Connaughton, S., & Nag, N. (2022) · JMIR Formative Research · doi:10.2196/37406 · Cited by 7 · see citing works
“Web-based educational interventions have the potential to be implemented for disease prevention, positive behavior change, and self-managed well-being; they are scalable and can be disseminated widely [1-4].”
BackgroundCan mask mandates boost nature-based tourism? The role of escapism and travel anxiety
Paredes, M. R., Apaolaza, V., Hartmann, P., Marcos, A., & Merino, J. D. G. (2023) · PLoS ONE · doi:10.1371/journal.pone.0280489 · Cited by 8 · see citing works
Mindful Metacognition: Attention, Beliefs, and Skills in the Acceptance of Experiences
Wunder, Z. I., & Jones, L. L. (2023) · Mindfulness · doi:10.1007/s12671-023-02254-w · Cited by 6 · see citing works
“It is essential that digital mindfulness-based self-help interventions integrate these findings as well, considering their rise in popularity (Mrazek et al., 2019).”
Ellerbroek, H., Hanssen, I., Lathouwers, K., Cillessen, L., Dekkers, S., Veldman, S. E., van den Heuvel, S. A. S., Speckens, A. E. M., & Schellekens, A. F. A. (2023) · Brain and Behavior · doi:10.1002/brb3.3005 · Cited by 5 · see citing works
“Limitations of online interventions are relatively high dropout rates and more difficulty engaging participants compared to an in-person intervention (Mrazek et al., 2019).”
BackgroundReceiving self-compassion in the virtual world: Testing the potential value of biofeedback
Greig, L., Coundouris, S. P., Randhir, S., Henry, J. D., & Baghaei, N. (2024) · Behaviour Research and Therapy · doi:10.1016/j.brat.2024.104596 · Cited by 7 · see citing works
Xu, L., Guan, A., & Huang, Y. (2025) · Medicine · doi:10.1097/md.0000000000041870 · Cited by 5 · see citing works
“[18] Particularly during the COVID-19 pandemic, segregation, closure, and social alienation limited face-to-face intervention.”
Hilt, L. M., Swords, C. M., Austria, N., Webb, C. A., Wahl, J., & Eklund, L. (2024) · Mindfulness · doi:10.1007/s12671-024-02363-0 · Cited by 5 · see citing works
“Given the increased accessibility of mindfulness interventions afforded by digital adaptations (Mrazek et al., 2019), along with evidence of the efficacy of mindfulness-based apps among youth (Conley et al., 2022), we developed a short intervention involving mood monitoring along with brief (1-10…”
Feasibility and acceptability of using a meditation app in adults with rheumatic disease
DiRenzo, D., Hunt, C., Sibinga, E. M. S., Gould, N. F., Shah, A. A., Bartlett, S. J., & Bingham, C. O. (2021) · EXPLORE · doi:10.1016/j.explore.2021.11.003 · Cited by 5 · see citing works
Subjective Social Status and Mental Health Outcomes: The Role of Mindfulness
Heitz, H. K., & Mitchell, A. M. (2022) · Journal of Prevention and Health Promotion · doi:10.1177/26320770221087248 · Cited by 5 · see citing works
“In recent years, research has demonstrated that digital and short-term mindfulness interventions and education-based programs, which may be more accessible, show promising benefits and could be meaningful methods to promote mental health (Hall et al., 2018; Mrazek et al., 2019; Parker et al., 2014; Visted et al., 2015…”
BackgroundWexler, R. S., Fox, D. J., ZuZero, D., Bollen, M., Parikshak, A., Edmond, H., Lemau, J., Montenegro, D., Ramirez, J., Kwin, S., et al. (2024) · PAIN Reports · doi:10.1097/pr9.0000000000001132 · Cited by 5 · see citing works
Chan, W. W. L., Wu, K. C., Li, S. X., Tsang, K. K. Y., Shum, K. K., Kwan, H. W., Su, M. R., & Lam, S. (2024) · Mindfulness · doi:10.1007/s12671-024-02430-6 · Cited by 5 · see citing works
“Online mindfulness training may be a promising alternative to traditional face-to-face mindfulness training (Mrazek et al., 2019; Spijkerman et al., 2016) because it is less costly and more accessible and flexible to people who live in remote areas and those who prefer to taking part in the…”
Bruder, J. (2021) · Science Technology & Human Values · doi:10.1177/01622439211025632 · Cited by 5 · see citing works
“For instance, neuroscien-tist Alissa Mrazek and colleagues argue that apps provide “an unprecedented opportunity to deliver high-quality training to an increasingly internet-connected global audience” (Mrazek et al. 2019, 81).”
BackgroundJuraga, D., Rukavina, T., Bilajac, L., Glavić, M. M., Roviš, D., Raat, H., & Vasiljev, V. (2022) · Journal of Public Health Research · doi:10.4081/jphr.2022.2779 · Cited by 5 · see citing works
Mindfulness Effects on Anxiety: Disentangling the Role of Decentering and Treatment Expectations
Bos, D. P. A., Keesman, M., Roggeveen, A., Vase, L., Evers, A. W. M., & Peerdeman, K. J. (2024) · Behavior Therapy · doi:10.1016/j.beth.2024.03.004 · Cited by 5 · see citing works
Breathing Biofeedback Relaxation Intervention for Wheelchair Users in City Navigation
Herrera, R. R., Holloway, C., Ramírez, D. Z. M., Zhang, B., & Cho, Y. (2020) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc44109.2020.9176144 · Cited by 4 · see citing works
“Amongst existing feedback modalities (visual, haptic and auditory), the most common is visual, typically presented on a screen [11].”
BackgroundMedina, A. M., Mead, J. S., Prokopowicz, P. A., Ahmed, F., Basanez, M., Medellín, D., & Sommer, C. L. (2022) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2022_persp-21-00271 · Cited by 4 · see citing works
Development of Digital Instruction as a Guide in Wushu Training
Rusmono, R., Jarudin, J., & Khuzaimah, P. I. (2020) · Universal Journal of Educational Research · doi:10.13189/ujer.2020.081402 · Cited by 4 · see citing works
“Digital training can also provide content that is tailored to the abilities, interests, and values of individual (Mrazek et al., 2018).”
Background
- Authors
- Mrazek, A. J., Mrazek, M. D., Cherolini, C. M., Cloughesy, J. N., Cynman, D. J., Gougis, L. J., Landry, A. P., Reese, J. V., & Schooler, J. W.
- Affiliations
- University of California, Santa Barbara (US)
- Corresponding author
- Mrazek, Alissa J
- Mrazek, Michael D
- Venue
- Current Opinion in Psychology
- Publisher
- Elsevier BV
- Published
- 2019-08
- Volume
- 28
- Pages
- 81-86
- ISSN
- 2352-250X (ISSN-L)
- OpenAlex
- W2914263353
- Cited by
- 201
- References
- 54
- Citations by year
- 2026: 23 · 2025: 41 · 2024: 32 · 2023: 38 · 2022: 25 · 2021: 24 · 2020: 15 · 2019: 3
- FWCI
- 1.77
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Current Opinion in Psychology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Education’s Institute of Education Sciences (R305A170445)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- mindfulness training, mobile application, web platform, user engagement, personalization, attention, stress, depression, anxiety
- MeSH terms
- Forecasting, Humans, Learning, Social Behavior, Telemedicine, Mindfulness
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