Measuring mood and complex behavior in natural environments: Use of ecological momentary assessment in pediatric affective disorders
Abstract
This article describes the theoretical background and methodology of ecological momentary assessment (EMA) and reports results from a pilot study using EMA techniques in 16 children and adolescents with affective disorders and 5 subjects who were healthy and at low risk to develop future affective disorders. Multiple daily assessments of the subjects' mood, thoughts, and behaviors were performed in their natural environments using brief interviews on cellular phone calls by the study staff and by wrist actigraphy. The pilot results demonstrated that the EMA methodology is feasible in this population, as 17 of 21 subjects were able to complete the entire 8-week protocol. The potential usefulness of the EMA methodology is illustrated by specific case reports. Potential applications of the EMA methodology to the study of neurobehavioral systems and the pathophysiology of pediatric affective disorders are discussed.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
MDD youth reported fewer planned activities, less positive affect, and more negative affect than healthy controls.
“Moreover, they reported fewer planned activities, less PA, and more NA.”
From Mood Disorders in Everyday Life: A Systematic Review of Experience Sampling and Ecological Momentary Assessment Studies (2012) · cites this paper as Axelson et al. (2003)
Compared to healthy controls, MDD youth were more than twice as likely to report being alone at the time of a phone interview.
“Compared to healthy controls, MDD youth were more than twice as likely to report being alone at the time of a phone interview.”
From Mood Disorders in Everyday Life: A Systematic Review of Experience Sampling and Ecological Momentary Assessment Studies (2012) · cites this paper as Axelson et al. (2003)
ESM/EMA data fed back to individual patients close in time to their recording may give them insight into factors influencing their everyday moods and could therefore be therapeutic.
“ESM/EMA data that are fed back to individual patients close in time to their recording may give them insight into the factors that in fl uence their everyday moods and could therefore be therapeutic (Axelson et al., 2003; Depp et al., 2010; Wichers et al., 2011).”
From Mood Disorders in Everyday Life: A Systematic Review of Experience Sampling and Ecological Momentary Assessment Studies (2012) · cites this paper as Axelson et al., 2003
Cites
KAUFMAN, J., BIRMAHER, B., BRENT, D., RAO, U., FLYNN, C., MORECI, P., WILLIAMSON, D., & RYAN, N. (1997) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199707000-00021 · Cited by 10,148 · see citing works
Self-citationA neural substrate of prediction and reward
Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works
Well-being : the foundations of hedonic psychology
Kahneman, D. J., Diener, E. F., & Schwarz, N. (1999) · Cited by 7,472 · see citing works
Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications.
Clark, L. A., & Watson, D. (1991) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.100.3.316 · Cited by 4,602 · see citing works
Tripartite model of anxiety and depression: psychometric evidence and taxonomic implications
Clark, L. A., & Watson, D. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.3.316 · Cited by 4,601 · see citing works
Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.5.820 · Cited by 2,103 · see citing works
Childhood and adolescent depression: a review of the past 10 years, Part I
BIRMAHER, B., RYAN, N. D., WILLIAMSON, D. E., BRENT, D. A., KAUFMAN, J., DAHL, R. E., PEREL, J., & NELSON, B. (1996) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199611000-00011 · Cited by 2,076 · see citing works
Self-citationPine, D. S., Cohen, P., Gurley, D., Brook, J., & Ma, Y. (1998) · Archives of General Psychiatry · doi:10.1001/archpsyc.55.1.56 · Cited by 1,753 · see citing works
Approach-withdrawal and cerebral asymmetry: Emotional expression and brain physiology: I.
Davidson, R. J., Ekman, P., Saron, C. D., Senulis, J. A., & Friesen, W. V. (1990) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.58.2.330 · Cited by 1,638 · see citing works
Emotion, plasticity, context, and regulation: Perspectives from affective neuroscience.
Davidson, R. J., Jackson, D. C., & Kalin, N. H. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.6.890 · Cited by 1,322 · cited 1× · see citing works
“…evidence that neurobehavioral systems are organized along dimensions of approach and withdrawal behaviors that may map largely on affective systems involved in computations regarding seeking rewards and avoiding pun-ishments and threats (Davidson et al. 2000; Depue and Iacono 1989; Rolls 1999).”
Rolls, E. T. (1998) · doi:10.1093/oso/9780198524649.001.0001 · Cited by 1,314 · see citing works
Laurent, J., Catanzaro, S. J., Joiner, T. E., Rudolph, K. D., Potter, K. I., Lambert, S. F., Osborne, L. N., & Gathright, T. (1999) · Psychological Assessment · doi:10.1037/1040-3590.11.3.326 · Cited by 1,153 · see citing works
Patient compliance with paper and electronic diaries
Stone, A. A., Shiffman, S., Schwartz, J. E., Broderick, J. E., & Hufford, M. R. (2003) · Controlled Clinical Trials · doi:10.1016/s0197-2456(02)00320-3 · Cited by 910 · see citing works
On the Dimensional and Hierarchical Structure of Affect
Tellegen, A., Watson, D., & Clark, L. A. (1999) · Psychological Science · doi:10.1111/1467-9280.00157 · Cited by 796 · see citing works
Neurobehavioral Aspects of Affective Disorders
Depue, R. A., & Iacono, W. G. (1989) · Annual Review of Psychology · doi:10.1146/annurev.ps.40.020189.002325 · Cited by 722 · see citing works
KOVACS, M. (1996) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199606000-00010 · Cited by 441 · see citing works
Childhood and Adolescent Depression: A Review of the Past 10 Years. Part II
Birmaher, B. B., Ryan, N. D., Williamson, D. E., Brent, D. A., & Kaufman, J. (1996) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199612000-00008 · Cited by 335 · see citing works
Self-citationCo-morbidity and familial aggregation of alcoholism and anxiety disorders
Merikangas, K. R., Stevens, D. E., Fenton, B. T., Stolar, M. J., O’Malley, S. S., Woods, S. W., & RISCH, N. J. (1998) · Psychological Medicine · doi:10.1017/s0033291798006941 · Cited by 301 · see citing works
The Mind of an Addicted Brain: Neural Sensitization of Wanting Versus Liking
Berridge, K. C., & Robinson, T. E. (1995) · Current Directions in Psychological Science · doi:10.1111/1467-8721.ep10772316 · Cited by 290 · see citing works
Frontal Brain Asymmetry and Depression: A Self-regulatory Perspective
Tomarkenand, A. J., & Keener, A. D. (1998) · Cognition & Emotion · doi:10.1080/026999398379655 · Cited by 246 · see citing works
Ikemoto, S., & Panksepp, J. (1996) · Behavioral Neuroscience · doi:10.1037//0735-7044.110.2.331 · Cited by 216 · see citing works
Psychosocial Functioning in a Prepubertal and Early Adolescent Bipolar Disorder Phenotype
Geller, B., Bolhofner, K., Craney, J. L., Williams, M., DelBello, M. P., & Gundersen, K. (2000) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200012000-00018 · Cited by 209 · see citing works
Whalen, C. K., Jamner, L. D., Henker, B. A., & Delfino, R. J. (2001) · Health Psychology · doi:10.1037/0278-6133.20.2.99 · Cited by 204 · see citing works
Affect regulation, brain development, and behavioral/emotional health in adolescence
Dahl, R. E. (2001) · CNS Spectrums · doi:10.1017/s1092852900022884 · Cited by 168 · see citing works
Self-citationBenthin, A. C., Slovic, P., Moran, P., Severson, H. H., Mertz, C. K., & Gerrard, M. (1995) · Journal of Adolescent Health · doi:10.1016/1054-139x(95)00111-5 · Cited by 163 · see citing works
Larson, R. W., Raffaelli, M., Richards, M. H., Ham, M., & Jewell, L. (1990) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.99.1.92 · Cited by 150 · see citing works
Living with uncertainty: attractiveness and resolution timing
Lovallo, D. P., & Kahneman, D. J. (2000) · Journal of Behavioral Decision Making · doi:10.1002/(sici)1099-0771(200004/06)13:2 · Cited by 122 · see citing works
Cognitions, Stress, and Depression in Children and Adolescents
Garber, J., & Hilsman, R. (1992) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/s1056-4993(18)30615-1 · Cited by 88 · see citing works
(2018) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-94186-5_1004 · Cited by 22 · see citing works
Remission-Oriented Treatment of Depression
Howland, R. H., Trivedi, M. H., Ninan, P. T., & Ginsberg, D. L. (2001) · CNS Spectrums · doi:10.1017/s1092852900022811 · Cited by 21 · see citing works
The psychobiology of adolescent depression.
Dahl, R. E., & Ryan, N. D. (1996) · Cited by 18 · see citing works
Self-citationLarson, R. W., Raffaelli, M., Richards, M. H., Ham, M., & al, E. (1990) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.99.1.92 · Cited by 10 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Experience sampling research in psychopathology: opening the black box of daily life
Myin-Germeys, I., Oorschot, M., Collip, D., Lataster, J., Delespaul, P., & van Os, J. (2009) · Psychological Medicine · doi:10.1017/s0033291708004947 · Cited by 817 · see citing works
Ecological momentary assessment of mood disorders and mood dysregulation
Ebner-Priemer, U. W., & Trull, T. J. (2009) · Psychological Assessment · doi:10.1037/a0017075 · Cited by 530 · see citing works
Moskowitz, D. S., & Young, S. N. (2006) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0602 · Cited by 457 · see citing works
aan het Rot, M., Hogenelst, K., & Schoevers, R. A. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.05.007 · Cited by 325 · see citing works
Neural systems of positive affect: relevance to understanding child and adolescent depression?
FORBES, E. E., & DAHL, R. E. (2005) · Development and Psychopathology · doi:10.1017/s095457940505039x · Cited by 318 · see citing works
Self-citationDaily Variation in Adolescents' Sleep, Activities, and Psychological Well‐Being
Fuligni, A. J., & Hardway, C. (2006) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2006.00498.x · Cited by 302 · see citing works
Heron, K. E., Everhart, R. S., McHale, S. M., & Smyth, J. M. (2017) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsx078 · Cited by 283 · see citing works
Moore, R. C., Depp, C. A., Wetherell, J. L., & Lenze, E. J. (2016) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2016.01.011 · Cited by 274 · see citing works
Treatment of Resistant Depression in Adolescents (TORDIA): week 24 outcomes
Emslie, G. J., Mayes, T., Porta, G., Vitiello, B., Clarke, G., Wagner, K. D., Asarnow, J. R., Spirito, A., Birmaher, B., Ryan, N., et al. (2010) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.09040552 · Cited by 217 · see citing works
Self-citationDaily emotional dynamics in depressed youth: A cell phone ecological momentary assessment study
Silk, J. S., Forbes, E. E., Whalen, D. J., Jakubcak, J. L., Thompson, W. K., Ryan, N. D., Axelson, D., Birmaher, B. B., & Dahl, R. E. (2010) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2010.10.007 · Cited by 215 · see citing works
Self-citationThe neglected role of positive emotion in adolescent psychopathology
Gilbert, K. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.05.005 · Cited by 214 · see citing works
Use of ecological momentary assessment in mood disorders research
Wenze, S. J., & Miller, I. W. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.06.007 · Cited by 205 · see citing works
Momentary assessment of affect, physical feeling states, and physical activity in children.
Dunton, G. F., Huh, J., Leventhal, A. M., Riggs, N. R., Hedeker, D., Spruijt‐Metz, D., & Pentz, M. A. (2013) · Health Psychology · doi:10.1037/a0032640 · Cited by 202 · see citing works
Hedeker, D., Mermelstein, R. J., & Demirtaş, H. (2012) · Statistics in Medicine · doi:10.1002/sim.5338 · Cited by 184 · see citing works
Tan, P., Forbes, E. E., Dahl, R., Ryan, N., Siegle, G., Ladouceur, C., & Silk, J. (2011) · Journal of Child Psychology and Psychiatry and Allied Disciplines · doi:10.1111/j.1469-7610.2011.02469.x · Cited by 152 · see citing works
Self-citationKirchner, T., & Shiffman, S. S. (2016) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-016-1277-5 · Cited by 150 · see citing works
Cousins, J. C., Whalen, D. J., Dahl, R. E., Forbes, E. E., Olino, T. M., Ryan, N. D., & Silk, J. S. (2011) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsr036 · Cited by 147 · see citing works
Self-citationThe Complex Role of Sleep in Adolescent Depression
Clarke, G. N., & Harvey, A. G. (2012) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2012.01.006 · Cited by 139 · see citing works
Reid, S. C., Kauer, S. D., Dudgeon, P., Sanci, L. A., Shrier, L. A., & Patton, G. C. (2009) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-008-0455-5 · Cited by 122 · see citing works
The use of mobile telephones as adjuncts to cognitive behavioral psychotherapy.
Boschen, M. J., & Casey, L. M. (2008) · Professional Psychology Research and Practice · doi:10.1037/0735-7028.39.5.546 · Cited by 126 · see citing works
Real-Time Monitoring of Psychotherapeutic Processes: Concept and Compliance
Schiepek, G. K., Aichhorn, W., Gruber, M., Strunk, G., Bachler, E., & Aas, B. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00604 · Cited by 124 · see citing works
Kanning, M. K., Ebner‐Priemer, U., & Schlicht, W. M. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00187 · Cited by 118 · see citing works
Ecological momentary assessment (EMA) of depression-related phenomena
Armey, M. F., Schatten, H. T., Bailen, N. H., & Miller, I. W. (2015) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2015.01.002 · Cited by 108 · see citing works
Measuring Mindfulness in Youth: Review of Current Assessments, Challenges, and Future Directions
Goodman, M. S., Madni, L. A., & Semple, R. J. (2017) · Mindfulness · doi:10.1007/s12671-017-0719-9 · Cited by 112 · see citing works
The smart therapist: A look to the future of smartphones and mHealth technologies in psychotherapy.
Clough, B. A., & Casey, L. M. (2015) · Professional Psychology Research and Practice · doi:10.1037/pro0000011 · Cited by 106 · see citing works
Technological adjuncts to enhance current psychotherapy practices: a review
Clough, B. A., & Casey, L. M. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.12.008 · Cited by 103 · see citing works
Schneiders, J., Nicolson, N. A., Berkhof, J. H., FERON, F. J. M., van Os, J., & deVries, M. W. (2006) · Developmental Psychology · doi:10.1037/0012-1649.42.3.543 · Cited by 102 · see citing works
Utilizing Smartphones to Study Disadvantaged and Hard-to-Reach Groups
Sugie, N. F. (2016) · Sociological Methods & Research · doi:10.1177/0049124115626176 · Cited by 99 · see citing works
Goldstein, T. R., Fersch-Podrat, R. K., Axelson, D., Gilbert, A. M., Hlastala, S. A., Birmaher, B. B., & Frank, E. (2013) · Psychotherapy · doi:10.1037/a0034396 · Cited by 95 · see citing works
Self-citationSleep and circadian rhythms in children and adolescents with bipolar disorder
HARVEY, A. G., MULLIN, B. C., & HINSHAW, S. P. (2006) · Development and Psychopathology · doi:10.1017/s095457940606055x · Cited by 88 · see citing works
Initial Evaluation of an Electronic Symptom Diary for Adolescents with Cancer
Baggott, C., Gibson, F., Coll, B., Kletter, R., Zeltzer, P. M., & Miaskowski, C. A. (2012) · JMIR Research Protocols · doi:10.2196/resprot.2175 · Cited by 87 · see citing works
Whalen, D. J., Silk, J. S., Semel, M., Forbes, E. E., Ryan, N. D., Axelson, D. A., Birmaher, B., & Dahl, R. E. (2007) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsm086 · Cited by 85 · see citing works
Self-citationCorrelates of Sleep and Pediatric Bipolar Disorder
Mehl, R. C., O'Brien, L. M., Jones, J. H., Dreisbach, J. K., Mervis, C. Β., & Gozal, D. (2006) · SLEEP · doi:10.1093/sleep/29.2.193 · Cited by 70 · see citing works
A mixed ordinal location scale model for analysis of ecological momentary assessment (EMA) data
Demirtaş, H., Hedeker, D., & Mermelstein, R. J. (2009) · Statistics and Its Interface · doi:10.4310/sii.2009.v2.n4.a1 · Cited by 69 · see citing works
Stone, L. B., Mennies, R. J., Waller, J. M., Ladouceur, C. D., Forbes, E. E., Ryan, N. D., Dahl, R. E., & Silk, J. S. (2018) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-018-0454-2 · Cited by 66 · see citing works
Self-citationReal-time mobile monitoring of bipolar disorder: a review of evidence and future directions
Dunster, G. P., Swendsen, J. D., & Merikangas, K. R. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-00830-5 · Cited by 64 · see citing works
Olino, T. M., McMakin, D. L., Dahl, R. E., Ryan, N. D., Silk, J. S., Birmaher, B., Axelson, D. A., & Forbes, E. E. (2011) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2011.04.009 · Cited by 62 · see citing works
Self-citationBossmann, T., Kanning, M. K., Koudela-Hamila, S., Hey, S., & Ebner‐Priemer, U. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00102 · Cited by 61 · see citing works
Youngstrom, E. A., Genzlinger, J. E., Egerton, G. A., & Meter, A. V. (2015) · Archives of Scientific Psychology · doi:10.1037/arc0000024 · Cited by 63 · see citing works
Lenze, E. J., & Wetherell, J. L. (2009) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.2074 · Cited by 57 · see citing works
Improving the Transportability of CBT for Internalizing Disorders in Children
Meredith Elkins, R., Kathryn McHugh, R., Santucci, L. C., & Barlow, D. H. (2011) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-011-0085-4 · Cited by 52 · see citing works
Mood in Daily Contexts: Relationship With Risk in Early Adolescence
Schneiders, J., Nicolson, N. A., Berkhof, J. H., FERON, F. J. M., deVries, M. W., & van Os, J. (2007) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2007.00543.x · Cited by 48 · see citing works
Wen, C. K. F., Liao, Y., Maher, J. P., Huh, J., Belcher, B. R., Dzubur, E., & Dunton, G. F. (2018) · Health Psychology · doi:10.1037/hea0000639 · Cited by 48 · see citing works
Sleep impairment, mood symptoms, and psychosocial functioning in adolescent bipolar disorder
Lunsford‐Avery, J. R., Judd, C. M., Axelson, D., & Miklowitz, D. J. (2012) · Psychiatry Research · doi:10.1016/j.psychres.2012.07.037 · Cited by 44 · see citing works
Self-citationLaboratory-Based Studies of Eating Among Children and Adolescents
Tanofsky‐Kraff, M., Haynos, A. F., Kotler, L. A., Yanovski, S. Z., & Yanovski, J. A. (2007) · Current Nutrition & Food Science · doi:10.2174/1573401310703010055 · Cited by 41 · see citing works
Ecological Momentary Assessment and Mood Disorders in Children and Adolescents: a Systematic Review
Baltasar-Tello, I., Miguélez‐Fernández, C., Peñuelas‐Calvo, I., & Carballo, J. J. (2018) · Current Psychiatry Reports · doi:10.1007/s11920-018-0913-z · Cited by 38 · see citing works
Scharf, D. M., Martino, S. C., Setodji, C. M., Staplefoote, B. L., & Shadel, W. G. (2013) · Psychology of Addictive Behaviors · doi:10.1037/a0032555 · Cited by 37 · see citing works
Ecological momentary assessment in addiction
Lukasiewicz, M., Fareng, M., Benyamina, A., Blecha, L., Reynaud, M., & Falissard, B. (2007) · Expert Review of Neurotherapeutics · doi:10.1586/14737175.7.8.939 · Cited by 37 · see citing works
Momentary Affective States Surrounding Sexual Intercourse in Depressed Adolescents and Young Adults
Shrier, L., Feldman, H., Black, S. K., Walls, C. E., Kendall, A. D., Lops, C., & Beardslee, W. (2011) · Archives of Sexual Behavior · doi:10.1007/s10508-011-9787-4 · Cited by 35 · see citing works
Benarous, X., Edel, Y., Consoli, A., Brunelle, J., Etter, J., Cohen, D., & Khazaal, Y. (2016) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00157 · Cited by 35 · see citing works
Thunnissen, M. R., Rot, M. A. H., van den Hoofdakker, B. J., & Nauta, M. H. (2021) · Child Psychiatry & Human Development · doi:10.1007/s10578-021-01177-8 · Cited by 38 · see citing works
Gershon, A., Kaufmann, C. N., Torous, J. B., Depp, C. A., & Ketter, T. A. (2019) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2019.05.026 · Cited by 31 · see citing works
Emergent Emotions in Adolescence
Coe-Odess, S., Narr, R. K., & Allen, J. P. (2019) · Springer eBooks · doi:10.1007/978-3-030-17332-6_23 · Cited by 30 · see citing works
Zuzama, N., Fiol‐Veny, A., Roman‐Juan, J., & Balle, M. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17186614 · Cited by 29 · see citing works
Alarcón, G., Morgan, J. K., Allen, N. B., Sheeber, L., Silk, J. S., & Forbes, E. E. (2020) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2020.100779 · Cited by 24 · see citing works
Comparison of Five Actigraphy Scoring Methods with Bipolar Disorder
Boudebesse, C., Leboyer, M., Begley, A. E., Wood, A., Miewald, J. M., Hall, M. H., Frank, E., Kupfer, D. J., & Germain, A. (2012) · Behavioral Sleep Medicine · doi:10.1080/15402002.2012.685997 · Cited by 24 · see citing works
Mobile Telephones and Psychotherapy: I Capability and Applicability
Boschen, M. J. (2009) · Griffith Research Online · Cited by 23 · see citing works
Digital Phenotyping in Child and Adolescent Psychiatry: A Perspective
Nisenson, M., Lin, V., & Gansner, M. (2021) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000310 · Cited by 21 · see citing works
Future Directions for Research on Youth With Bipolar Spectrum Disorders
Fristad, M. A., & Algorta, G. P. (2013) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.817312 · Cited by 21 · see citing works
Swartz, R. J., de Moor, C., Cook, K. F., Fouladi, R. T., Basen-Engquist, K. M., Eng, C., & Taylor, C. L. C. (2007) · Quality of Life Research · doi:10.1007/s11136-006-9158-0 · Cited by 22 · see citing works
A collaborative realist review of remote measurement technologies for depression in young people
Walsh, A. E. L., Naughton, G., Sharpe, T., Zajkowska, Z., Malys, M. K., van Heerden, A. C., & Mondelli, V. (2024) · Nature Human Behaviour · doi:10.1038/s41562-023-01793-5 · Cited by 26 · see citing works
Reward Dysregulation and Mood Symptoms in an Adolescent Outpatient Sample
Gruber, J., Gilbert, K., Youngstrom, E. A., Youngstrom, J. K., Feeny, N. C., & Findling, R. L. (2013) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-013-9746-8 · Cited by 18 · see citing works
Networks of happiness: applying a Network Approach to Well-Being in the General Population
van Woerkom, M., Constantin, M. A., Janssens, M., Reijnders, J. S. A. M., Jacobs, N., & Lataster, J. (2022) · Journal of Happiness Studies · doi:10.1007/s10902-022-00546-x · Cited by 17 · see citing works
Momentary affective states predicting substance use events in depressed youth
Bhushan, D., Blood, E., & Shrier, L. A. (2012) · Mental Health and Substance Use · doi:10.1080/17523281.2012.708357 · Cited by 14 · see citing works
Mobile Telephones and Psychotherapy: II. A Review of Empirical Research
Boschen, M. J. (2009) · Griffith Research Online · Cited by 14 · see citing works
Fahrenberg, J. (2006) · PsyDok Dokumentenserver für die Psychologie (Leibniz-Zentrum für Psychologische Information und Dokumentation) · doi:10.23668/psycharchives.9113 · Cited by 13 · see citing works
Adolescent Depression: Identification and Treatment
Boyd, R. C., Lewis, J., Borreggine, K. L., & Benton, T. D. (2018) · Current Treatment Options in Pediatrics · doi:10.1007/s40746-018-0135-y · Cited by 11 · see citing works
Griffith, J. M., Silk, J. S., Oppenheimer, C. W., Morgan, J. K., Ladouceur, C. D., Forbes, E. E., & Dahl, R. E. (2017) · Journal of Research on Adolescence · doi:10.1111/jora.12357 · Cited by 11 · see citing works
Self-citationKamarsu, S., Kaufmann, C. N., Palmer, B. W., & Depp, C. A. (2020) · Journal of Behavioral and Cognitive Therapy · doi:10.1016/j.jbct.2020.03.018 · Cited by 10 · see citing works
Reijntjes, A. H. A., Deković, M., Vermande, M. M., & Telch, M. J. (2007) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-007-9105-8 · Cited by 10 · see citing works
Lønfeldt, N. N., Clemmensen, L. K. H., & Pagsberg, A. K. (2023) · JMIR Research Protocols · doi:10.2196/45123 · Cited by 10 · see citing works
Saavedra, J. U., Deaso, E. A., Austin, M., Cadavid, L., Kraff, R., & Knowles, E. E. M. (2025) · JMIR Formative Research · doi:10.2196/66187 · Cited by 7 · see citing works
Yang, C., Zink, J., Belcher, B. R., Kanning, M. K., & Dunton, G. F. (2021) · Annals of Behavioral Medicine · doi:10.1093/abm/kaaa124 · Cited by 6 · see citing works
Beuchat, H., Grandjean, L., Despland, J., Pascual‐Leone, A., Gholam‐Rezaee, M., Swendsen, J. D., & Kramer, U. (2021) · Counselling and Psychotherapy Research · doi:10.1002/capr.12455 · Cited by 6 · see citing works
Mobile Diary Methods in Studying Daily Family Life
Malinen, K., Rönkä, A. K., & Sevón, E. (2015) · IGI Global eBooks · doi:10.4018/978-1-4666-8239-9.ch032 · Cited by 5 · see citing works
Lucasius, C., Battaglia, M., Strauss, J., Szatmári, P., & Kundur, D. (2023) · IEEE International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA) · doi:10.1109/icccmla58983.2023.10346863 · Cited by 4 · see citing works
Technology Integration and Behavioral Assessment
Richard, D. C. S., & Gloster, A. T. (2006) · Elsevier eBooks · doi:10.1016/b978-012343013-7/50021-5 · Cited by 4 · see citing works
Li, X., Poli, R., Valenza, G., Scilingo, E. P., & Citi, L. (2017) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2017.8037292 · Cited by 3 · see citing works
Walsh, A. E. L., Naughton, G., Sharpe, T., Zajkowska, Z., Malys, M. K., van Heerden, A. C., & Mondelli, V. (2022) · medRxiv · doi:10.1101/2022.06.16.22276510 · Cited by 3 · see citing works
Waller, J. M. (2015) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 2 · see citing works
Šutić, L., & Novak, M. (2023) · Youth · doi:10.3390/youth3040072 · Cited by 1 · see citing works
Modeling Variation in Intensive Longitudinal Data
Hedeker, D., & Mermelstein, R. J. (2022) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-64802-873-120251015 · Cited by 1 · see citing works
Davis, S. C. (2014) · D-Scholarship@Pitt (University of Pittsburgh)
Affective Experiences in Adolescents with Autism: An EMA Study
Rump, K. M. (2011) · D-Scholarship@Pitt (University of Pittsburgh)
MEDIA USE BY CHILDREN AND ADOLESCENTS WITH AND WITHOUT DEPRESSION: GOING IT ALONE?
Bertocci, M. A. (2011) · D-Scholarship@Pitt (University of Pittsburgh)
Self-citationBorner, K. B. (2013) · KU ScholarWorks (The University of Kansas)
Hine, J. F., Grimes, L. M., Labaton, R. S., Kennedy, A. E., & Warzak, W. J. (2015) · Journal of Caffeine Research · doi:10.1089/jcr.2014.0030
Saavedra, J. U., Knowles, E. E. M., Deaso, E. A., Cadavid, L., & Austin, M. (2024) · doi:10.2196/preprints.66187
- Authors
- Axelson, D. A., Bertocci, M. A., Lewin, D. S., Trubnick, L. S., Birmaher, B., Williamson, D. E., Ryan, N. D., & Dahl, R. E.
- Affiliations
- University of Pittsburgh Medical Center (US)
- ORCID
- Venue
- Journal of Child and Adolescent Psychopharmacology
- Publisher
- SAGE Publications
- Published
- 2003-09
- Volume
- 13
- Issue
- 3
- Pages
- 253-266
- ISSN
- 1044-5463 (ISSN-L)
- 1557-8992
- OpenAlex
- W2054735373
- Cited by
- 91
- References
- 31
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 3 · 2022: 3 · 2021: 4 · 2020: 4 · 2019: 2 · 2018: 4 · 2017: 4 · 2016: 5 · 2015: 6 · 2014: 1 · 2013: 9 · 2012: 8
- FWCI
- 3.83
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Child and Adolescent Psychopharmacology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (P01MH041712, MH67436, MH-41712, MH-01878, K23MH001878)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- ecological momentary assessment, mood measurement, complex behavior, naturalistic assessment, actigraphy, children and adolescents, feasibility, pathophysiology
- MeSH terms
- Adolescent, Affect, Bipolar Disorder, Child, Depressive Disorder, Major, Major Depressive Disorder, Environment, Female, Humans, Male, Motivation, Motor Activity, Pilot Projects, Psychiatric Status Rating Scales, Social Environment, Mood Disorders, Cell Phone
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
