Prevention Science & Methodology Group (PSMG)
Publicatons from the Collaborative Data Synthesis for Adolescent Depression Trials (2010-2016)

Funding: National Institute of Mental Health R01 MH040859 22-27


PEER-REVIEWED PUBLICATIONS


Brincks, A., Perrino, T., Howe, G., Pantin, H., Prado, G., Huang, S., Cruden, G., & Brown, C. H. (in press). Preventing Youth Internalizing Symptoms through the Familias Unidas Intervention: Examining Variation in Response. Prevention Science.
        
Perrino, T., Brincks, A., Howe, G., Brown, C. H., Prado, G., & Pantin, H. (in press). Reducing Internalizing Symptoms Among High-Risk, Hispanic Adolescents: Mediators of a Preventive Family Intervention. Prevention Science.
        
Barch, D. M., Gotlib, I. H., Bilder, R. M., Pine, D. S., Smoller, J. W., Brown, C. H., Huggins, W., Hamilton, C., Haim, A., & Farber, G. K. (2016). Common Measures for National Institute of Mental Health Funded Research. Biological Psychiatry, 79(12), e91-e96. doi: 10.1016/j.biopsych.2015.07.006. PMID: 26903402.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/26903402

Dagne, G., Brown, C. H., Howe, G., Kellam, S., & Liu, L. (2016). Testing Moderation in Network Meta-Analysis with Individual Participant Data. Statistics in Medicine, 35(15), 2485-2502. doi: 10.1002/sim.6883. PMID: 26841367; PMCID: PMC4893003.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/26841367

Perrino, T., Pantin, H., Huang, S., Brincks, A., Brown, C. H., & Prado, G. (2016). Reducing the Risk of Internalizing Symptoms among High-risk Hispanic Youth through a Family Intervention: A Randomized Controlled Trial. Family Process, 55(1), 91-106. doi: 10.1111/famp.12132. PMID: 25683164; PMCID: PMC4534359.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4534359

Pisani, A. R., Wyman, P. A., Mohr, D. C., Perrino, T., Gallo, C. G., Villamar, J., Kendziora, K., Howe, G. W., Sloboda, Z., & Brown, C. H. (2016). Human Subjects Protection and Technology in Prevention Science: Selected Opportunities and Challenges. Prevention Science, epub ahead of print. doi: 10.1007/s11121-016-0664-1. PMID: 27220838.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/27220838

Cross, W., West, J., Wyman, P. A., Schmeelk-Cone, K., Xia, Y., Tu, X., Teisl, M., Brown, C. H., & Forgatch, M. (2015). Observational Measures of Implementer Fidelity for a School-based Prevention Intervention: Development, Reliability, and Validity. Prevention Science, 16(1), 122-132. doi: 10.1007/s11121-014-0488-9. PMID: 24736951; PMCID: PMC4199927.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4199927

Mohr, D. C., Schueller, S. M., Riley, W. T., Brown, C. H., Cuijpers, P., Duan, N., Kwasny, M. J., Stiles-Shields, C., & Cheung, K. (2015). Trials of intervention principles: Evaluation methods for evolving behavioral intervention technologies. Journal of Medical Internet Research, 17(7), e166. doi: 10.2196/jmir.4391. PMID: 26155878; PMCID: PMC4526981.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4526981

Perrino, T., Beardslee, W., Bernal, G., Brincks, A., Cruden, G., Howe, G., Murry, V., Pantin, H., Prado, G., Sandler, I., & Brown, C. H. (2015). Toward Scientific Equity for the Prevention of Depression and Depressive Symptoms in Vulnerable Youth. Prevention Science, 16(5), 642-651. doi: 10.1007/s11121-014-0518-7. PMID: 25349137; PMCID: PMC4412755.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4412755

Siddique, J., Reiter, J. P., Brincks, A., Gibbons, R. D., Crespi, C. M., & Brown, C. H. (2015). Multiple imputation for harmonizing longitudinal non-commensurate measures in individual participant data meta-analysis. Statistics in Medicine, 34(26), 3399-3414. doi: 10.1002/sim.6562. PMID: 26095855; PMCID: PMC4596762.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4596762

Yampolskaya, S., Greenbaum, P. E., Brown, C. H., & Armstrong, M. I. (2015). Heterogeneity in trajectories of child maltreatment severity: a two-part growth mixture model. Violence and Victims, 30(5), 916-932. doi: 10.1891/0886-6708.VV-D-13-00114. PMID: 26300381; PMCID: PMC4919898.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/26300381

Kellam, S. G., Wang, W., Mackenzie, A. C., Brown, C. H., Ompad, D., Or, F., Ialongo, N., Poduska, J., & Windham, A. (2014). The Impact of the Good Behavior Game, a Universal Classroom-Based Preventive Intervention in First and Second Grades, on High-Risk Sexual Behaviors and Drug Abuse and Dependence Disorders into Young Adulthood. Prevention Science, 15(Suppl 1), S6-18. doi: 10.1007/s11121-012-0296-z. PMID: 23070695; PMCID: PMC3808514.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3808514

Perrino, T., Pantin, H., Prado, G., Huang, S., Brincks, A., Howe, G., Beardslee, W., Sandler, I., & Brown, C. H. (2014). Preventing Internalizing Symptoms Among Hispanic Adolescents: A Synthesis Across Familias Unidas Trials. Prevention Science, 15(6), 917-928. doi: 10.1007/s11121-013-0448-9. PMID: 24390684; PMCID: PMC4082758.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4082758

Sandler, I. N., Wolchik, S. A., Cruden, G., Mahrer, N. E., Ahn, S., Brincks, A., & Brown, C. H. (2014). Overview of Meta-Analyses of the Prevention of Mental Health, Substance Use, and Conduct Problems. Annual Review of Clinical Psychology, 10, 243-273. doi: 10.1146/annurev-clinpsy-050212-185524. PMID: 24471372; PMCID: PMC3984908.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3984908

Siddique, J., Harel, O., Crespi, C. M., & Hedeker, D. (2014). Binary variable multiple‐model multiple imputation to address missing data mechanism uncertainty: application to a smoking cessation trial. Statistics in Medicine, 33(17), 3013-3028. doi: 10.1002/sim.6137. PMID: 24634315; PMCID: PMC4082461.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4082461

Wang, C.-P., Jo, B., & Brown, C. H. (2014). Causal inference in longitudinal comparative effectiveness studies with repeated measures of a continuous intermediate variable. Statistics in Medicine, 33(20), 3509-3527. doi: 10.1002/sim.6120. PMID: 24577715; PMCID: PMC4122661.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122661

Yuan, Y., & MacKinnon, D. P. (2014). Robust mediation analysis based on median regression. Psychological Methods, 19(1), 1. doi: 10.1037/a0033820. PMID: 24079925; PMCID: PMC3969875.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3969875

Brown, C. H., Sloboda, Z., Faggiano, F., Teasdale, B., Keller, F., Burhart, G., Vigna-Tablianti, F., Howe, G., Masyn, K., Wang, W., Muthén, B., Stephens, M., Grey, S., Perrino, T., & Prevention Science and Methodology Group. (2013). Methods for Synthesizing Findings on Moderation Effects Across Multiple Randomized Trials. Prevention Science, 14(2), 144-156. doi: 10.1007/s11121-011-0207-8. PMID: 21360061; PMCID: PMC3135722.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3135722

Dagne, G. A. (2013). Bayesian inference for skew-normal mixture models with left-censoring. Journal of Biopharmaceutical Statistics, 23(5), 1023-1041. doi: 10.1080/10543406.2013.813517. PMID: 23957513; PMCID: PMC3985432.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3985432

George, M. R., Yang, N., Jaki, T., Feaster, D. J., Lamont, A. E., Wilson, D. K., & Van Horn, M. L. (2013). Finite mixtures for simultaneously modeling differential effects and nonnormal distributions. Multivariate behavioral research, 48(6), 816-844. doi: 10.1080/00273171.2013.830065. PMID: 25717214; PMCID: PMC4337809.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4337809

Perrino, T., Howe, G., Sperling, A., Beardslee, W., Sandler, I., Shern, D., Pantin, H., Kaupert, S., Cano, N., Cruden, G., Bandiera, F., Brown, C. H., & NIMH Collaborative Data Synthesis for Adolescent Depression Trials Study Team. (2013). Advancing Science Through Collaborative Data Sharing and Synthesis. Perspectives on Psychological Science, 8(4), 433-444. doi: 10.1177/1745691613491579. PMID: 24244216; PMCID: PMC3826878.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3826878

Brown, C. H., Kellam, S. G., Kaupert, S., Muthén, B. O., Wang, W., Muthén, L., Chamberlain, P., PoVey, C., Cady, R., Valente, T., Ogihara, M., Prado, G., Pantin, H., Szapocznik, J., Czaja, S., & McManus, J. (2012). Partnerships for the Design, Conduct, and Analysis of Effectiveness, and Implementation Research: Experiences of the Prevention Science and Methodology Group. Administration and Policy in Mental Health and Mental Health Services Research, 39(4), 301-316. doi: 10.1007/s10488-011-0387-3. PMID: 22160786; PMCID: PMC3398691.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3398691

Dagne, G., & Huang, Y. (2012). Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies. International Journal of Biostatistics, 8(1). doi: 10.1515/1557-4679.1387. PMID: 22992288.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/22992288

Gibbons, R. D., Brown, C. H., Hur, K., Davis, J. M., & Mann, J. J. (2012). Suicidal Thoughts and Behavior with Antidepressant Treatment: Reanalysis of the Randomized Placebo-Controlled Studies of Fluoxetine and Venlafaxine. Archives of General Psychiatry, 69(6), 580-587. doi: 10.1001/archgenpsychiatry.2011.2048. PMID: 22309973; PMCID: PMC3367101.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367101

Gibbons, R. D., Hur, K., Brown, C. H., Davis, J. M., & Mann, J. J. (2012). Benefits from antidepressants: synthesis of 6-week patient-level outcomes from double-blind placebo-controlled randomized trials of fluoxetine and venlafaxine. Archives of General Psychiatry, 69(6), 572-579. doi: 10.1001/archgenpsychiatry.2011.2044. PMID: 22393205; PMCID: PMC3371295.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3371295

Huang, Y., & Dagne, G. (2012). Bayesian Semiparametric Nonlinear Mixed-Effects Joint Models for Data with Skewness, Missing Responses, and Measurement Errors in Covariates. Biometrics, 68(3), 943-953. doi: 10.1111/j.1541-0420.2011.01719.x. PMID: 22150787; PMCID: PMC3460696.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3460696

Huang, Y., & Dagne, G. A. (2012). Simultaneous Bayesian inference for skew-normal semiparametric nonlinear mixed-effects models with covariate measurement errors. Bayesian Analysis, 7(1), 189-210. doi: 10.1214/12-BA706. PMID: 23459161; PMCID: PMC3584628.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3584628

Siddique, J., Chung, J. Y., Brown, C. H., & Miranda, J. (2012). Comparative Effectiveness of Medication versus Cognitive Behavioral Therapy in a Randomized Controlled Trial of Low-income Young Minority Women with Depression. Journal of Consulting and Clinical Psychology, 80(6), 995-1006. doi: 10.1037/a0030452. PMID: 23088620; PMCID: PMC3563285.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3563285

Siddique, J., Harel, O., & Crespi, C. M. (2012). Addressing Missing Data Mechanism Uncertainty using Multiple-Model Multiple Imputation: Application to a Longitudinal Clinical Trial. Annals of Applied Statistics, 6(4), 1814-1837. doi: 10.1214/12-AOAS555. PMID: 23503984; PMCID: PMC3596844.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3596844

Dagne, G. A., & Snyder, J. (2011). Relationship of maternal negative moods to child emotion regulation during family interaction. Development and Psychopathology, 23(1), 211-223. doi: 10.1017/S095457941000074X. PMID: 21262049; PMCID: PMC4910517.
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/21262049

Feaster, D., Brincks, A., Robbins, M., & Szapocznik, J. (2011). Multilevel models to identify contextual effects on individual group member outcomes: a family example. Family Process, 50(2), 167-183. doi: 10.1111/j.1545-5300.2011.01353.x. PMID: 21564059; PMCID: PMC3736581.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3736581

Jo, B., Stuart, E. A., MacKinnon, D. P., & Vinokur, A. D. (2011). The Use of Propensity Scores in Mediation Analysis. Multivariate behavioral research, 46(3), 425-452. doi: 10.1080/00273171.2011.576624. PMID: 22399826; PMCID: PMC3293166.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3293166

Jo, B., & Vinokur, A. (2011). Sensitivity analysis and bounding of causal effects with alternative Identifying assumptions. Journal of Educational and Behavioral Statistics, 36(4), 415-440. doi: 10.3102/1076998610383985. PMID: 21822369; PMCID: PMC3150587.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3150587

Siddique, J., Crespi, C. M., Gibbons, R. D., & Green, B. L. (2011). Using latent variable modeling and multiple imputation to calibrate rater bias in diagnosis assessment. Statistics in Medicine, 30(2), 160-174. doi: 10.1002/sim.4109. PMID: 21204122; PMCID: PMC3058328.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3058328

Stuart, E. A., & Jo, B. (2011). Assessing the sensitivity of methods for estimating principal causal effects. Statistical Methods in Medical Research, 24(6), 657-674. doi: 10.1177/0962280211421840. PMID: 21971481; PMCID: PMC3253203.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3253203

Gibbons, R. D., Hur, K., Brown, C. H., & Mann, J. J. (2010). Gabapentin and suicide attempts. Pharmacoepidemiology and Drug Safety, 19(12), 1241-1247. doi: 10.1002/pds.2036. PMID: 20922708; PMCID: PMC2992093.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2992093

Masyn, K., Henderson, C. E., & Greenbaum, P. E. (2010). Exploring the Latent Structures of Psychological Constructs in Social Development Using the Dimensional–Categorical Spectrum. Social Development, 19(3), 470-493. doi: 10.1111/j.1467-9507.2009.00573.x. PMID: 24489441; PMCID: PMC3905984.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3905984

Stuart, E. A., & Ialongo, N. S. (2010). Matching methods for selection of subjects for follow-up. Multivariate behavioral research, 45(4), 746-765. doi: 10.1080/00273171.2010.503544. PMID: 21221424; PMCID: PMC3017384.
         »Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017384

 

BOOK CHAPTERS, COMMENTARIES, AND REPLIES

Gibbons, R. D., Brown, C. H., Hur, K., Davis, J. M., & Mann, J. J. (2013). Inappropriate Data and Measures Lead to Questionable Conclusions—Reply. JAMA psychiatry, 70(1), 121-123. doi: 10.1001/jamapsychiatry.2013.749. PMID: 23303298
         »Find it online: http://www.ncbi.nlm.nih.gov/pubmed/23303298

Gibbons, R. D., Brown, C. H., Hur, K., Davis, J. M., & Mann, J. J. (2013). Suicide Risk and Efficacy of Antidepressant Drugs—Reply. JAMA psychiatry, 70(1), 123-125. doi: 10.1001/jamapsychiatry.2013.758. PMID: 23303376
         »Find it online: http://dx.doi.org/10.1001/jamapsychiatry.2013.758

MacKinnon, D., Lockhart, G., Baraldi, A. N., & Gelfand, L. A. (2013). Evaluating Treatment Moderators and Mediators. In J. S. Comer & P. C. Kendall (Eds.), The Oxford Handbook of Research Strategies for Clinical Psychology (pp. 262-286). New York, NY: Oxford University Press.
         »Find it online: http://dx.doi.org/10.1093/oxfordhb/9780199793549.013.0015

Jo, B. (2012). Growth mixture modeling and causal inference. In G. R. Hancock & J. R. Harring (Eds.), Advances in Longitudinal Methods in the Social and Behavioral Sciences (pp. 193-214). Charlotte: Information Age Publishing.

 

SUBMITTED FOR PUBLICATION

Brincks, A., Montag, S., Howe, G. W., Huang, S., Siddique, J., Ahn, S., Sandler, I. N., Pantin, H., & Brown, C. H. (2016). Addressing Methodologic Challenges and Minimizing Threats to Validity in Synthesizeing Findings from Individual Level Data Across Randomized Trials. Manuscript submitted for publication.
        
Brown, C. H., Brincks, A., Huang, S., Perrino, T., Cruden, G., Pantin, H., Howe, G., Young, J. F., Beardslee, W., Montag, S., & Sandler, I. (2016). Two-Year Impact of Prevention Programs on Adolescent Depression: An Integrative Data Analysis Approach. Manuscript submitted for publication.
        
Howe, G. W., Dagne, G., Brincks, A., & Beardslee, W. (2016). Evaluating Construct Equivalence and Harmonizing Measurement of Adolescent Depression When Synthesizing Results Across Multiple Studies. Manuscript submitted for publication.
        
Siddique, J., de Chavez, P. J., Howe, G., Cruden, G., & Brown, C. H. (2016). Limitations in using multiple imputation to harmonize individual participant data for meta-analysis. Manuscript submitted for publication.
        
Smith, M. J., Smith, J. D., Fleming, M. F., Jordan, N., Brown, C. H., Humm, L. B., Olsen, D., & Bell, M. D. (2016). Mechanism of action for obtaining job offers with virtual reality job interview training. Manuscript submitted for publication.