PSMG Publications
PSMG publications listed below were made possible
by the Collaborative Data Synthesis for Adolescent Depression Trials
funded by the National Institute of Mental Health R01 MH040859 22-27
PEER-REVIEWED PUBLICATIONS
2018
Brincks, A., Montag, S., Howe, G. W., Huang, S., Siddique, J., Ahn, S., Sandler, I. N., Pantin, H., & Brown, C. H. (2018). Addressing methodologic challenges and minimizing threats to validity in synthesizeing findings from individual level data across randomized trials. Prevention Science, 19(Supplement 1), 60-73. doi:10.1007/s11121-017-0769-1. PMID: 28434055. PMCID: PMC5651214.
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28434055
Brincks, A., Perrino, T., Howe, G., Pantin, H., Prado, G., Huang, S., Cruden, G., & Brown, C. H. (2018). Preventing youth internalizing symptoms through the Familias Unidas Intervention: Examining variation in response. Prevention Science, 19(Supplement 1), 49-59. doi:10.1007/s11121-016-0666-z. PMID: 27318951. PMCID: PMC5164973.
»Find it online: http://www.ncbi.nlm.nih.gov/pubmed/27318951
Brown, C. H., Brincks, A., Huang, S., Perrino, T., Cruden, G., Pantin, H., Howe, G., Young, J. F., Beardslee, W., Montag, S., & Sandler, I. (2018). Two-year impact of prevention programs on adolescent depression: An integrative data analysis approach. Prevention Science, 19(Supplement 1), 74-94. doi:10.1007/s11121-016-0737-1. PMID: 28013420. PMCID: PMC5483191.
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28013420
Miocevic, M., O'Rourke, H. P., MacKinnon, D. P., & Brown, H. C. (2017). Statistical properties of four effect-size measures for mediation models. Behavior Research Methods. doi:10.3758/s13428-017-0870-1. PMID: 28342072. PMCID: PMC5809552
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28342072
Siddique, J., de Chavez, P. J., Howe, G., Cruden, G., & Brown, C. H. (2018). Limitations in using multiple imputation to harmonize individual participant data for meta-analysis. Prevention Science, 19(Supplement 1), 95-108. doi:10.1007/s11121-017-0760-x. PMID: 28243827. PMCID: PMC5572105.
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28243827
2017
Smith, M. J., Smith, J. D., Fleming, M. F., Jordan, N., Brown, C. H., Humm, L., Olsen,D., & Bell, M. D. (2017). Mechanism of Action for Obtaining Job Offers With Virtual Reality Job Interview Training. Psychiatric Services, appi. ps. 201600217. doi:10.1176/appi.ps.201600217. PMID: 28292223.
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28292223
2016
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
Huang, S., MacKinnon, D. P., Perrino, T., Gallo, C. G., Cruden, G., & Brown, C. H. (2016). A statistical method for synthesizing mediation analyses using the product of coefficient approach across multiple trials. Statistical Methods & Applications, 25(4), 565-579. doi:10.1007/s10260-016-0354-y. PMID:28239330. PMCID:PMC5321206.
»Find it online: https://www.ncbi.nlm.nih.gov/pubmed/28239330
Newcomer A. R., Roth K. B., Kellam S.G., et al. (2016) Higher Childhood Peer Reports of Social Preference Mediates the Impact of the Good Behavior Game on Suicide Attempt. Prevention Science. (2016). 17(2),145-156. doi: 10.1007/s11121-015-0593-4. PMID: 26297498; PMCID: PMC4720573.
»Find it online: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC472057
Perrino, T., Brincks, A., Howe, G., Brown, C. H., Prado, G., & Pantin, H. (2016). Reducing Internalizing Symptoms Among High-Risk, Hispanic Adolescents: Mediators of a Preventive Family Intervention. Prevention Science, 17(5), 595-605. doi: 10.1007/s11121-016-0655-2. PMID: 27154768, PMCID: PMC5011257.
»Find it online: http://www.ncbi.nlm.nih.gov/pubmed/27154768
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, 17(6), 765-778. doi: 10.1007/s11121-016-0664-1. PMID: 27220838; PMCID: PMC4938846.
»Find it online: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4938846
2015
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
2014
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
2013
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
2012
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
2011
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
2010
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
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.
