Table 1.
Characteristics of the ecological momentary intervention studies (part 1).
| Studya | Designb | Sample | Age (years) | Gender (% female) | nc | Mental Health Measured | Outcome type(s) | |||||||||
| Included in meta-analysis | ||||||||||||||||
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Agyapong et al, 2012e | RCT | Clinical | 48.00 | 54 | 24 | BDI | Depression | ||||||||
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Ahtinen et al, 2013 | Prepost | Healthy | — | 60 | 14 | Stress single-item | Stress Acceptance Quality of life |
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Aikens et al. 2015f (all pooled subjects) | Prepost | Clinical | 51.40 | 79 | 221 | PHQ-8 | Depression | ||||||||
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Askins et al, 2009 | RCT | Healthy | 36.30 | 100 | 64 | POMS | Depression | ||||||||
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Ben-Zeev et al, 2014 | Prepost | Clinical | 45.90 | 39 | 32 | BDI | Depression | ||||||||
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Burns et al, 2011e | Prepost | Clinical | 37.40 | 88 | 7 | GIDS-c | Depression Anxiety |
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Carissoli et al, 2015 | RCT | Healthy | 38.11 | 57 | 20 | MSP | Stress | ||||||||
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Dagöö et al. 2014g (mCBT) | RCT | Clinical | 34.70 | 48 | 24 | LSAS-SR | Depression Anxiety Quality of life |
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Dagöö et al, 2014g (mIPT) | RCT | Clinical | 39.08 | 56 | 19 | LSAS-SR | Depression Anxiety Quality of life |
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Depp et al, 2015 | RCT | Clinical | 46.90 | 54 | 41 | MADRS | Depression | ||||||||
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Enock et al. 2014 | RCT | Clinical | 34.80 | 48 | 120 | SIAS | Depression Anxiety |
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Granholm et al, 2012 | Prepost | Clinical | 48.70 | 31 | 41 | BDI | Depression | ||||||||
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Grassi et al, 2007 (Vnar) | Preposth | Healthy | 23.27 | 50 | 30 | STAI-state | Anxiety Relaxation |
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Grassi et al, 2007 (Nnar) | Preposth | Healthy | 23.27 | 50 | 30 | STAI-state | Anxiety Relaxation |
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Grassi et al, 2007e (MP3) | Preposth | Healthy | 23.27 | 50 | 30 | STAI-state | Anxiety Relaxation |
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Harrison et al, 2011 | Prepost | Clinical | 38.20 | 71 | 28 | DASS total score | Depression Anxiety |
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Huffziger et al, 2013i | Prepost | Healthy | 22.90 | 60 | 46 | Valence 2-items | Depression Relaxation |
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Kenardy et al, 2003e | RCT | Clinical | 36.80 | 76 | 41 | Anxiety composite score | Anxiety | ||||||||
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Lappalainen et al, 2013 | RCT | Clinical | 47.10 | 0 | 11 | GSI | Depression Acceptance Quality of life |
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Ly et al, 2014e (behavioral activation) | RCT | Clinical | 36.60 | 70 | 36 | BDI | Depression Anxiety Acceptance Quality of life |
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Ly et al, 2014 (mindfulness) | RCT | Clinical | 35.60 | 71 | 36 | BDI | Depression Anxiety Acceptance Quality of life |
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Ly et al, 2012 | Prepost | Healthy | 29.50 | 36 | 11 | DASS stress | Depression Anxiety Stress Quality of life |
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Newman et al, 2014 | RCT | Clinical | 42.45 | 55 | 11 | STAI—trait | Anxiety | ||||||||
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Newman et al, 1997 | RCT | Clinical | 38.00 | 83 | 9 | FQ—total score | Anxiety | ||||||||
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Pallavicini et al, 2009 (VRMB) | Preposth | Clinical | 41.25 | — | 4 | GAD7 | Anxiety | ||||||||
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Pallavicini et al, 2009 (VRM) | Preposth | Clinical | 48.50 | — | 4 | GAD7 | Anxiety | ||||||||
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Proudfoot et al, 2013 | RCT | Clinical | 39.00 | 70 | 126 | DASS total score | Depression Anxiety Stress |
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Repetto et al, 2013 (VRMB) | Preposth | Clinical | — | 64 | 7 | BAI | Anxiety | ||||||||
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Repetto et al, 2013 (VRM) | Preposth | Clinical | — | 64 | 9 | BAI | Anxiety | ||||||||
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Rizvi et al, 2011 | Prepost | Clinical | 33.86 | 82 | 22 | BSI | Depression | ||||||||
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Shapiro et al, 2010 | Prepost | Clinical | 26.30 | 100 | 14 | BDI | Depression | ||||||||
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Watts et al, 2013e | RCT | Clinical | 41.00 | 80 | 10 | BDI | Depression Stress |
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Wenze et al, 2014 | Prepost | Clinical | 40.86 | 71 | 14 | QIDS-c | Depression | ||||||||
| Not included in meta-analysis |
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Gorini et al, 2010 (VRMB) | Preposth | Clinical | — | — | 8 | BAI | Anxiety | ||||||||
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Gorini et al, 2010 (VRM) | Preposth | Clinical | — | — | 4 | BAI | Anxiety | ||||||||
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Grassi et al, 2011 (Vnar) | Preposth | Healthy | 20.86 | 100 | 15 | STAI-state | Anxiety Relaxation |
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Grassi et al, 2011 (MP3) | Preposth | Healthy | 20.86 | 100 | 15 | STAI-state | Anxiety Relaxation |
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Preziosa et al, 2009 (Vnar; study 1) | Prepost | Healthy | 23.48 | 100 | 6 | STAI-state | Anxiety Depression |
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Preziosa et al, 2009 (MP3; study 1) | Prepost | Healthy | 23.48 | 100 | 6 | STAI-state | Anxiety Depression |
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Preziosa et al, 2009 (study 2) | RCT | Healthy | 23.48 | 50 | 30 | STAI-state | Anxiety Depression Relaxation |
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Riva et al, 2006 | RCT | Healthy | 23.82 | 48 | 11 | STAI-state | Anxiety Depression Relaxation |
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Zautra et al, 2012 (mindfulness) | RCT | Clinical | 54.05 | 82 | 25 | Depression 3-items | Depression Stress |
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Zautra et al, 2012 (mastery-control) | RCT | Clinical | 54.05 | 82 | 25 | Depression 3-items | Depression stress |
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aStudies are ordered by inclusion in the meta-analysis. Behind the study’s year of publication, between brackets, the sample (or condition) that received the ecological momentary intervention was specified; With mCBT: mobile cognitive behavioral therapy; mIPT: mobile interpersonal psychotherapy; MP3: audio only condition; Nnar: video only condition VRMB: virtual reality and mobile condition with biofeedback; VRM: virtual reality with mobile condition; Vnar: video narrative condition.
bDesign of study is labeled either randomized controlled trial (RCT) or prepost design.
cSample size at post-intervention in the condition receiving the ecological momentary intervention.
d The specific questionnaire that was used to represent the primary outcome “mental health” is listed. With BDI: Beck Depression Inventory; PHQ-8: Personal Health Questionnaire Depression scale; POMS: Profile of Mood States; GIDS-c: Quick Inventory of Depressive Symptoms-Clinician rated; MSP: Mesure du Stress Psychologique; LSAS-SR: Liebowitz Social Anxiety Scale Self-Report; MADRS: Montgomery–Åsberg Depression Rating Scale; SIAS: Social Interaction Anxiety Scale; BAI: Beck Anxiety Inventory; STAI: State-Trait Anxiety Inventory; DASS: Depression Anxiety Stress Scales; GSI: General Symptom Index; FQ: Fear Questionnaire; GAD7: Generalized Anxiety Disorder 7-item; BSI: Brief Symptom Inventory.
eStudy is considered an outlier in within-subject analyses.
fThe data used for the analyses consist of all pooled participants, the outcome questionnaire at pre-intervention is compared with last outcome questionnaire that participant completed.
gThe intervention could be accessed using the mobile phone, tablet, and computer.
hStudy is labeled as a prepost design because it is unclear whether participants were randomized across conditions.
iThe study technically is an ecological momentary assessment study with an experimental manipulation.