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Little is known about whether and how brief mindfulness therapies yield clinically beneficial effects. This gap exists despite the rapid growth of smartphone mindfulness applications and presence of mental health treatment gap. Specifically, no prior brief, smartphone mindfulness ecological momentary intervention (MEMI) has targeted generalized anxiety disorder (GAD). Moreover, although theories propose that mindfulness intervention can boost attentional control (AC), executive functioning (EF), perspective-taking, and social cognition skills they have largely gone untested. Thus, this randomized controlled trial (RCT) aims to address these gaps by assessing the efficacy of a 14-day smartphone mindfulness EMI (vs. placebo). Participants with GAD will be randomly assigned to either MEMI or self-monitoring placebo (SMP). Those in treatment will exercise multiple core mindfulness strategies (open monitoring, acceptance, attending to small moments, slowed rhythmic diaphragmatic breathing). Also, those in MEMI will be reminded before bedtime that mindfulness is a lifelong practice. Comparatively, participants assigned to SMP will only be prompted to practice self-monitoring. They will notice their thoughts, rate any distress associated with them, and will not be taught any mindfulness strategies. All prompts will occur 5 times a day, for 14 consecutive days. They will complete self-reports and neuropsychological assessments at pre-, post-, and 1-month follow-up. Multilevel modeling analyses will determine if treatment (vs. self-monitoring placebo (SMP)) produces substantially larger reductions in trait worry and negative perseverative cognitions as well as steeper increases in AC and EF (inhibition, set-shifting, working memory updating). In addition, the investigators hypothesized that MEMI (vs. SMP) would lead to greater increases in performance-based and self-reported trait mindfulness, empathy, and perspective taking. Findings will advance understanding of the efficacy of unguided, technology-assisted, brief mindfulness in a clinical sample.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Mindfulness ecological momentary intervention | Experimental | The SMP condition was developed to parallel the treatment while eliminating its theorized active therapeutic elements - open monitoring, acceptance, attending to small moments, breathing retraining, continual practice of mindfulness. Therefore, it did not mention anything about mindfulness at all. Instead, SMP participants were instructed to notice their cognitions and emotions and how distress they might be. No instruction on accepting their thoughts and feelings as they are were given. |
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| Self-monitoring placebo | Placebo Comparator | The SMP condition was developed to parallel the treatment while eliminating its theorized active therapeutic elements - open monitoring, acceptance, attending to small moments, breathing retraining, continual practice of mindfulness. Therefore, it did not mention anything about mindfulness at all. Instead, SMP participants were instructed to notice their cognitions and emotions and how distress they might be. No instruction on accepting their thoughts and feelings as they are were given. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Mindfulness ecological momentary intervention | Device | Access to a smartphone-delivered mindfulness ecological momentary intervention with the Personal Analytics Companion (PACO) app that regularly prompts participants to practice various mindfulness skills at 5 preset times each day. |
| Measure | Description | Time Frame |
|---|---|---|
| Change from Baseline Generalized Anxiety Disorder Symptoms at 14-Day Post-Treatment | Generalized Anxiety Disorder Questionnaire-IV (GAD-Q-IV) with categorical ('Yes' for presence and 'No' for absence) and continuous response formats (0 = not at all to 8 = very severely) (Newman et al., 2002) (Item 1 to Item 14 self-report; possible range = 0-12). Generalized Anxiety Disorder Questionnaire-Dimensional (Item 15 to Item 30) with consistent continuous 8-point Likert scale response formats that measures the frequency, intensity, uncontrollability, and degree of excessive worry (e.g., 0 = Always in control to 8 = Never in control) (Newman et al.) (possible range = 0-128). Larger reduction in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Generalized Anxiety Disorder Symptoms at 6-Week Post-Randomization | Generalized Anxiety Disorder Questionnaire-IV (GAD-Q-IV) with categorical ('Yes' for presence and 'No' for absence) and continuous response formats (0 = not at all to 8 = very severely) (Newman et al., 2002) (Item 1 to Item 14 self-report; possible range = 0-12). Generalized Anxiety Disorder Questionnaire-Dimensional (Item 15 to Item 30) with consistent continuous 8-point Likert scale response formats that measures the frequency, intensity, uncontrollability, and degree of excessive worry (e.g., 0 = Always in control to 8 = Never in control) (Newman et al.) (possible range = 0-128). Larger reduction in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Perseverative Cognitions at 14-Day Post-Treatment | The 45-item PCQ assessed perseverative cognitive traits linked to anxiety, depressive, and obsessive-compulsive symptoms. Respondents endorsed on a 6-point Likert scale (0 = strongly disagree to 5 = strongly agree). Further, the PCQ-45 comprised six factors: dwelling on the past; expecting the worst; lack of controllability; thoughts discrepant with ideal self; preparing for the future; searching for causes and meanings. Additionally, the PCQ had strong two-week retest reliability, discriminant validity, and convergent validity (Szkodny & Newman, 2019). A total score for PCQ was computed by summing the mean scores from each subscale (total possible score = 0-30). Larger reduction in score denote better outcome. |
| Measure | Description | Time Frame |
|---|---|---|
| Change from Baseline Depression Symptom Severity at 14-Day Post-Treatment | Beck Depression Inventory (Beck, Steer, & Brown, 1996) (21 of 21 items; self-report; possible range = 0-63). Larger reduction in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Depression Symptom Severity at 6-Week Post-Randomization |
| Measure | Description | Time Frame |
|---|---|---|
| Mental health disorder screening measures | Generalized anxiety disorder assessed using the Generalized Anxiety Disorder Questionnaire-IV (possible score range = 0 to 14). Higher score indicate worse outcome. Mental health disorders (generalized anxiety disorder, generalized anxiety disorder, major depressive disorder, manic and hypomanic episodes, agoraphobia, panic disorder, post-traumatic stress disorder, alcohol use disorder, substance use disorder, anorexia nervosa, bulimia nervosa, binge eating disorder), as well as rule out organic, drug, or medical causes of mental health problems were determined with the ADIS-5 (Brown & Barlow, 2014). Higher score indicate worse outcome. |
Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Nur Hani Zainal, M.S. | Contact | 917-767-7088 | nvz5057@psu.edu | |
| Michelle G. Newman, Ph.D. | Contact | 814-883-4572 | mgn1@psu.edu |
| Name | Affiliation | Role |
|---|---|---|
| Nur Hani Zainal, M.S. | The Pennsylvania State University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| The Pennsylvania State University | Recruiting | University Park | Pennsylvania | 16802 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 41422949 | Derived | Zainal NH, Newman MG. Who engages? Machine learning insights into digital mindfulness-based intervention for generalized anxiety disorder. J Affect Disord. 2026 Apr 15;399:120963. doi: 10.1016/j.jad.2025.120963. Epub 2025 Dec 19. | |
| 38787613 | Derived | Zainal NH, Newman MG. Examining the Effects of a Brief, Fully Self-Guided Mindfulness Ecological Momentary Intervention on Empathy and Theory-of-Mind for Generalized Anxiety Disorder: Randomized Controlled Trial. JMIR Ment Health. 2024 May 24;11:e54412. doi: 10.2196/54412. |
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| Release Date | Unrelease Date | Unrelease Date Unknown | Reset Date | MCP Release Number |
|---|---|---|---|---|
| Oct 6, 2023 | Oct 31, 2023 | 2 | ||
| Oct 31, 2023 |
| ID | Term |
|---|---|
| D000098647 | Generalized Anxiety Disorder |
| ID | Term |
|---|---|
| D001008 | Anxiety Disorders |
| D001523 | Mental Disorders |
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| Self-monitoring placebo | Device | Access to a smartphone-delivered self-monitoring placebo with the PACO app that regularly prompts participants to practice self-monitoring at 5 preset times each day. |
|
| Baseline to 14-Day Post-Treatment |
| Change from Baseline Perseverative Cognitions at 6-Week Post-Randomization | The 45-item PCQ assessed perseverative cognitive traits linked to anxiety, depressive, and obsessive-compulsive symptoms. Respondents endorsed on a 6-point Likert scale (0 = strongly disagree to 5 = strongly agree). Further, the PCQ-45 comprised six factors: dwelling on the past; expecting the worst; lack of controllability; thoughts discrepant with ideal self; preparing for the future; searching for causes and meanings. Additionally, the PCQ had strong two-week retest reliability, discriminant validity, and convergent validity (Szkodny & Newman, 2019). A total score for PCQ was computed by summing the mean scores from each subscale (total possible score = 0-30). Larger reduction in score denote better outcome. | Baseline to 6-Week Post-Randomization |
Beck Depression Inventory (Beck, Steer, & Brown, 1996) (21 of 21 items; self-report; possible range = 0-63). Larger reduction in score denote better outcome. |
| Baseline to 6-Week Post-Randomization |
| Change from Baseline Attentional Control at 14-Day Post-Treatment | Attentional Control Questionnaire (Derryberry & Reed, 2002) (21 of 21 items; self-report; possible range = 0-60). Larger reduction in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Attentional Control at 6-Week Post-Randomization | Attentional Control Questionnaire (Derryberry & Reed, 2002) (21 of 21 items; self-report; possible range = 0-60). Larger reduction in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Working Memory at 14-Day Post-Treatment | Wechsler Adult Intelligence Scale - Fourth Edition (WAIS-IV; Wechsler, 2008) (21 of 21 items; self-report; possible range = 0-78). Larger increase in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Working Memory at 6-Week Post-Randomization | Wechsler Adult Intelligence Scale - Fourth Edition (WAIS-IV; Wechsler, 2008) (21 of 21 items; self-report; possible range = 0-78). Larger increase in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Set-Shifting at 14-Day Post-Treatment | Trail Making Test Part A and Part B (TMT-A and B; Strauss, Sherman, & Spreen, 2006) (2 of 2 items; self-report; possible range = 0-480). Larger reduction in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Set-Shifting at 6-Week Post-Randomization | Trail Making Test Part A and Part B (TMT-A and B; Strauss, Sherman, & Spreen, 2006) (2 of 2 items; self-report; possible range = 0-480). Larger reduction in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Inhibitory Control at 14-Day Post-Treatment | Color-Word Interference Test response time (Delis, Kaplan, & Kramer, 2001) (1 of 4 items; self-report; possible range = 0-960). Larger reduction in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Inhibitory Control at 6-Week Post-Randomization | Color-Word Interference Test response time (Delis, Kaplan, & Kramer, 2001) (1 of 4 items; self-report; possible range = 0-960). Larger reduction in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Verbal Fluency at 14-Day Post-Treatment | Phonemic cue; category fluency; switching fluency (Delis, Kaplan, & Kramer, 2001) (3 of 3 items; self-report; possible range = 0-240). Larger increase in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Verbal Fluency at 6-Week Post-Randomization | Phonemic cue; category fluency; switching fluency (Delis, Kaplan, & Kramer, 2001) (3 of 3 items; self-report; possible range = 0-240). Larger increase in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Empathy at 14-Day Post-Treatment | Bell-Lysaker Emotion Recognition Test (BLERT; Bryson, Bell, & Lysaker, 1997) (21 of 21 items; self-report; possible range = 0-21). Larger increase in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Empathy at 6-Week Post-Randomization | Bell-Lysaker Emotion Recognition Test (BLERT; Bryson, Bell, & Lysaker, 1997) (21 of 21 items; self-report; possible range = 0-21). Larger increase in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Interpersonal Reactivity Traits at 14-Day Post-Treatment | Interpersonal Reactivity Index (IRI; Davis, 1980) (28 of 28 items; self-report; possible range = 0-140). Larger increase in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Interpersonal Reactivity Traits at 6-Week Post-Randomization | Interpersonal Reactivity Index (IRI; Davis, 1980) (28 of 28 items; self-report; possible range = 0-140). Larger increase in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Change from Baseline Trait Mindfulness at 14-Day Post-Treatment | Five Facet Mindfulness Questionnaire (FFMQ; Baer et al., 2008) (28 of 28 items; self-report; possible range = 0-395). Larger increase in score denote better outcome. | Baseline to 14-Day Post-Treatment |
| Change from Baseline Trait Mindfulness at 6-Week Post-Randomization | Five Facet Mindfulness Questionnaire (FFMQ; Baer et al., 2008) (28 of 28 items; self-report; possible range = 0-395). Larger increase in score denote better outcome. | Baseline to 6-Week Post-Randomization |
| Baseline |
| Nov 17, 2023 |
| 3 |
| Nov 25, 2023 | Dec 15, 2023 | 4 |
| May 12, 2025 | May 29, 2025 | 5 |