| Year |
Citation |
Score |
| 2021 |
Qian T, Yoo H, Klasnja P, Almirall D, Murphy SA. Estimating time-varying causal excursion effect in mobile health with binary outcomes. Biometrika. 108: 507-527. PMID 34629476 DOI: 10.1093/biomet/asaa070 |
0.551 |
|
| 2021 |
Qian T, Yoo H, Klasnja P, Almirall D, Murphy SA. Rejoinder: 'Estimating time-varying causal excursion effects in mobile health with binary outcomes'. Biometrika. 108: 551-555. PMID 34400906 DOI: 10.1093/biomet/asab033 |
0.475 |
|
| 2020 |
Patrick ME, Boatman JA, Morrell N, Wagner AC, Lyden GR, Nahum-Shani I, King CA, Bonar EE, Lee CM, Larimer ME, Vock DM, Almirall D. A sequential multiple assignment randomized trial (SMART) protocol for empirically developing an adaptive preventive intervention for college student drinking reduction. Contemporary Clinical Trials. 106089. PMID 32717350 DOI: 10.1016/J.Cct.2020.106089 |
0.34 |
|
| 2020 |
Agniel D, Almirall D, Burkhart Q, Grant S, Hunter SB, Pedersen ER, Ramchand R, Griffin BA. Identifying optimal level-of-care placement decisions for adolescent substance use treatment. Drug and Alcohol Dependence. 212: 107991. PMID 32408135 DOI: 10.1016/J.Drugalcdep.2020.107991 |
0.364 |
|
| 2020 |
Qian T, Yoo H, Klasnja P, Almirall D, Murphy SA. Estimating time-varying causal excursion effect in mobile health with binary outcomes Biometrika. DOI: 10.1093/Biomet/Asaa070 |
0.526 |
|
| 2019 |
Seewald NJ, Kidwell KM, Nahum-Shani I, Wu T, McKay JR, Almirall D. Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome. Statistical Methods in Medical Research. 962280219877520. PMID 31571526 DOI: 10.1177/0962280219877520 |
0.451 |
|
| 2019 |
Nahum-Shani I, Almirall D, Yap JRT, McKay JR, Lynch KG, Freiheit EA, Dziak JJ. SMART longitudinal analysis: A tutorial for using repeated outcome measures from SMART studies to compare adaptive interventions. Psychological Methods. PMID 31318231 DOI: 10.1037/Met0000219 |
0.437 |
|
| 2019 |
Smith SN, Almirall D, Prenovost K, Liebrecht C, Kyle J, Eisenberg D, Bauer MS, Kilbourne AM. Change in Patient Outcomes After Augmenting a Low-level Implementation Strategy in Community Practices That are Slow to Adopt a Collaborative Chronic Care Model: A Cluster Randomized Implementation Trial. Medical Care. PMID 31135692 DOI: 10.1097/Mlr.0000000000001138 |
0.337 |
|
| 2019 |
Dziak JJ, Yap JRT, Almirall D, McKay JR, Lynch KG, Nahum-Shani I. A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions. Multivariate Behavioral Research. 1-24. PMID 30663401 DOI: 10.1080/00273171.2018.1558042 |
0.41 |
|
| 2018 |
Tao Y, Wang L, Almirall D. TREE-BASED REINFORCEMENT LEARNING FOR ESTIMATING OPTIMAL DYNAMIC TREATMENT REGIMES. The Annals of Applied Statistics. 12: 1914-1938. PMID 30984321 DOI: 10.1214/18-Aoas1137 |
0.359 |
|
| 2018 |
Kidwell KM, Seewald NJ, Tran Q, Kasari C, Almirall D. Design and Analysis Considerations for Comparing Dynamic Treatment Regimens with Binary Outcomes from Sequential Multiple Assignment Randomized Trials. Journal of Applied Statistics. 45: 1628-1651. PMID 30555200 DOI: 10.1080/02664763.2017.1386773 |
0.427 |
|
| 2018 |
Bidargaddi N, Almirall D, Murphy S, Nahum-Shani I, Kovalcik M, Pituch T, Maaieh H, Strecher V. To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App. Jmir Mhealth and Uhealth. 6: e10123. PMID 30497999 DOI: 10.2196/10123 |
0.507 |
|
| 2018 |
Boruvka A, Almirall D, Witkiewitz K, Murphy SA. Assessing Time-Varying Causal Effect Moderation in Mobile Health. Journal of the American Statistical Association. 113: 1112-1121. PMID 30467446 DOI: 10.1080/01621459.2017.1305274 |
0.607 |
|
| 2018 |
Kilbourne AM, Smith SN, Choi SY, Koschmann E, Liebrecht C, Rusch A, Abelson JL, Eisenberg D, Himle JA, Fitzgerald K, Almirall D. Adaptive School-based Implementation of CBT (ASIC): clustered-SMART for building an optimized adaptive implementation intervention to improve uptake of mental health interventions in schools. Implementation Science : Is. 13: 119. PMID 30185192 DOI: 10.1186/S13012-018-0808-8 |
0.354 |
|
| 2018 |
Smith SN, Almirall D, Prenovost K, Goodrich DE, Abraham KM, Liebrecht C, Kilbourne AM. Organizational culture and climate as moderators of enhanced outreach for persons with serious mental illness: results from a cluster-randomized trial of adaptive implementation strategies. Implementation Science : Is. 13: 93. PMID 29986765 DOI: 10.1186/S13012-018-0787-9 |
0.339 |
|
| 2018 |
Almirall D, Kasari C, McCaffrey DF, Nahum-Shani I. Developing Optimized Adaptive Interventions in Education. Journal of Research On Educational Effectiveness. 11: 27-34. PMID 29552270 DOI: 10.1080/19345747.2017.1407136 |
0.369 |
|
| 2017 |
Wodtke GT, Almirall D. Estimating Moderated Causal Effects with Time-varying Treatments and Time-varying Moderators: Structural Nested Mean Models and Regression with Residuals. Sociological Methodology. 47: 212-245. PMID 29391654 DOI: 10.1177/0081175017701180 |
0.427 |
|
| 2017 |
Grant S, Agniel D, Almirall D, Burkhart Q, Hunter SB, McCaffrey DF, Pedersen ER, Ramchand R, Griffin BA. Developing adaptive interventions for adolescent substance use treatment settings: protocol of an observational, mixed-methods project. Addiction Science & Clinical Practice. 12: 35. PMID 29254500 DOI: 10.1186/S13722-017-0099-4 |
0.419 |
|
| 2017 |
Setodji CM, McCaffrey DF, Burgette LF, Almirall D, Griffin BA. The right tool for the job: choosing between covariate balancing and generalized boosted model propensity scores. Epidemiology (Cambridge, Mass.). PMID 28817469 DOI: 10.1097/Ede.0000000000000734 |
0.319 |
|
| 2017 |
Fu SS, Rothman AJ, Vock DM, Lindgren B, Almirall D, Begnaud A, Melzer A, Schertz K, Glaeser S, Hammett P, Joseph AM. Program for lung cancer screening and tobacco cessation: Study protocol of a sequential, multiple assignment, randomized trial. Contemporary Clinical Trials. PMID 28687349 DOI: 10.1016/J.Cct.2017.07.002 |
0.361 |
|
| 2017 |
NeCamp T, Kilbourne A, Almirall D. Comparing cluster-level dynamic treatment regimens using sequential, multiple assignment, randomized trials: Regression estimation and sample size considerations. Statistical Methods in Medical Research. 962280217708654. PMID 28627310 DOI: 10.1177/0962280217708654 |
0.366 |
|
| 2016 |
Nahum-Shani I, Ertefaie A, Lu X, Lynch KG, McKay JR, Oslin D, Almirall D. A SMART Data Analysis Method for Constructing Adaptive Treatment Strategies for Substance Use Disorders. Addiction (Abingdon, England). PMID 28029718 DOI: 10.1111/Add.13743 |
0.369 |
|
| 2016 |
Kilbourne AM, Barbaresso MM, Lai Z, Nord KM, Bramlet M, Goodrich DE, Post EP, Almirall D, Bauer MS. Improving Physical Health in Patients With Chronic Mental Disorders: Twelve-Month Results From a Randomized Controlled Collaborative Care Trial. The Journal of Clinical Psychiatry. PMID 27780336 DOI: 10.4088/Jcp.15M10301 |
0.309 |
|
| 2016 |
Almirall D, Chronis-Tuscano A. Adaptive Interventions in Child and Adolescent Mental Health. Journal of Clinical Child and Adolescent Psychology : the Official Journal For the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53. 383-395. PMID 27310565 DOI: 10.1080/15374416.2016.1152555 |
0.444 |
|
| 2016 |
Almirall D, DiStefano C, Chang YC, Shire S, Kaiser A, Lu X, Nahum-Shani I, Landa R, Mathy P, Kasari C. Longitudinal Effects of Adaptive Interventions With a Speech-Generating Device in Minimally Verbal Children With ASD. Journal of Clinical Child and Adolescent Psychology : the Official Journal For the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53. 1-15. PMID 26954267 DOI: 10.1080/15374416.2016.1138407 |
0.389 |
|
| 2016 |
Sherwood NE, Butryn ML, Forman EM, Almirall D, Seburg EM, Lauren Crain A, Kunin-Batson AS, Hayes MG, Levy RL, Jeffery RW. The BestFIT trial: A SMART approach to developing individualized weight loss treatments. Contemporary Clinical Trials. 47: 209-216. PMID 26825020 DOI: 10.1016/J.Cct.2016.01.011 |
0.41 |
|
| 2016 |
Chronis-Tuscano A, Wang CH, Strickland J, Almirall D, Stein MA. Personalized Treatment of Mothers With ADHD and Their Young At-Risk Children: A SMART Pilot. Journal of Clinical Child and Adolescent Psychology : the Official Journal For the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53. 1-12. PMID 26799502 DOI: 10.1080/15374416.2015.1102069 |
0.308 |
|
| 2016 |
Gunlicks-Stoessel M, Mufson L, Westervelt A, Almirall D, Murphy S. 25.4 AN ADAPTIVE TREATMENT STRATEGY FOR ADOLESCENT DEPRESSION: BEGINNING WITH NBSP; INTERPERSONAL PSYCHOTHERAPY FOR DEPRESSED ADOLESCENTS Journal of the American Academy of Child & Adolescent Psychiatry. 55: S39. DOI: 10.1016/J.Jaac.2016.07.586 |
0.473 |
|
| 2015 |
Klasnja P, Hekler EB, Shiffman S, Boruvka A, Almirall D, Tewari A, Murphy SA. Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 34: 1220-8. PMID 26651463 DOI: 10.1037/Hea0000305 |
0.568 |
|
| 2015 |
Lu X, Nahum-Shani I, Kasari C, Lynch KG, Oslin DW, Pelham WE, Fabiano G, Almirall D. Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies. Statistics in Medicine. PMID 26638988 DOI: 10.1002/Sim.6819 |
0.422 |
|
| 2015 |
Gunlicks-Stoessel M, Mufson L, Westervelt A, Almirall D, Murphy S. A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression. Journal of Clinical Child and Adolescent Psychology : the Official Journal For the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53. 1-15. PMID 25785788 DOI: 10.1080/15374416.2015.1015133 |
0.543 |
|
| 2015 |
Kilbourne AM, Goodrich DE, Lai Z, Almirall D, Nord KM, Bowersox NW, Abraham KM. Reengaging veterans with serious mental illness into care: preliminary results from a national randomized trial. Psychiatric Services (Washington, D.C.). 66: 90-3. PMID 25554233 DOI: 10.1176/Appi.Ps.201300497 |
0.317 |
|
| 2015 |
Goodrich DE, Almirall D, Abraham KM, Nord KM, Lai Z, Bowersox NW, Kilbourne AM. Cluster randomized trial comparing standard versus enhanced implementation strategies for improving outreach to persons with SMI: 12-month results Implementation Science. 10. DOI: 10.1186/1748-5908-10-S1-A26 |
0.352 |
|
| 2014 |
Kilbourne AM, Almirall D, Goodrich DE, Lai Z, Abraham KM, Nord KM, Bowersox NW. Enhancing outreach for persons with serious mental illness: 12-month results from a cluster randomized trial of an adaptive implementation strategy. Implementation Science : Is. 9: 163. PMID 25544027 DOI: 10.1186/S13012-014-0163-3 |
0.371 |
|
| 2014 |
Kilbourne AM, Almirall D, Eisenberg D, Waxmonsky J, Goodrich DE, Fortney JC, Kirchner JE, Solberg LI, Main D, Bauer MS, Kyle J, Murphy SA, Nord KM, Thomas MR. Protocol: Adaptive Implementation of Effective Programs Trial (ADEPT): cluster randomized SMART trial comparing a standard versus enhanced implementation strategy to improve outcomes of a mood disorders program. Implementation Science : Is. 9: 132. PMID 25267385 DOI: 10.1186/S13012-014-0132-X |
0.561 |
|
| 2014 |
Almirall D, Nahum-Shani I, Sherwood NE, Murphy SA. Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research. Translational Behavioral Medicine. 4: 260-74. PMID 25264466 DOI: 10.1007/S13142-014-0265-0 |
0.585 |
|
| 2014 |
Ramchand R, Griffin BA, Slaughter ME, Almirall D, McCaffrey DF. Do improvements in substance use and mental health symptoms during treatment translate to long-term outcomes in the opposite domain? Journal of Substance Abuse Treatment. 47: 339-46. PMID 25124259 DOI: 10.1016/J.Jsat.2014.06.012 |
0.365 |
|
| 2014 |
Kilbourne AM, Bramlet M, Barbaresso MM, Nord KM, Goodrich DE, Lai Z, Post EP, Almirall D, Verchinina L, Duffy SA, Bauer MS. SMI life goals: description of a randomized trial of a collaborative care model to improve outcomes for persons with serious mental illness. Contemporary Clinical Trials. 39: 74-85. PMID 25083802 DOI: 10.1016/J.Cct.2014.07.007 |
0.342 |
|
| 2014 |
Collins LM, Nahum-Shani I, Almirall D. Optimization of behavioral dynamic treatment regimens based on the sequential, multiple assignment, randomized trial (SMART). Clinical Trials (London, England). 11: 426-434. PMID 24902922 DOI: 10.1177/1740774514536795 |
0.402 |
|
| 2014 |
Kasari C, Kaiser A, Goods K, Nietfeld J, Mathy P, Landa R, Murphy S, Almirall D. Communication interventions for minimally verbal children with autism: a sequential multiple assignment randomized trial. Journal of the American Academy of Child and Adolescent Psychiatry. 53: 635-46. PMID 24839882 DOI: 10.1016/J.Jaac.2014.01.019 |
0.527 |
|
| 2014 |
Schuler MS, Griffin BA, Ramchand R, Almirall D, McCaffrey DF. Effectiveness of treatment for adolescent substance use: is biological drug testing sufficient? Journal of Studies On Alcohol and Drugs. 75: 358-70. PMID 24650830 DOI: 10.15288/Jsad.2014.75.358 |
0.33 |
|
| 2014 |
Griffin BA, Ramchand R, Almirall D, Slaughter ME, Burgette LF, McCaffery DF. Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting. Drug and Alcohol Dependence. 136: 69-78. PMID 24440050 DOI: 10.1016/J.Drugalcdep.2013.12.017 |
0.396 |
|
| 2014 |
Compton SN, Peris TS, Almirall D, Birmaher B, Sherrill J, Kendall PC, March JS, Gosch EA, Ginsburg GS, Rynn MA, Piacentini JC, McCracken JT, Keeton CP, Suveg CM, Aschenbrand SG, et al. Predictors and moderators of treatment response in childhood anxiety disorders: results from the CAMS trial. Journal of Consulting and Clinical Psychology. 82: 212-24. PMID 24417601 DOI: 10.1037/A0035458 |
0.315 |
|
| 2014 |
Almirall D, Blalock JA. Summary of the SRNT treatment network Webinar: getting SMART about developing individualized sequences of health interventions. Nicotine & Tobacco Research : Official Journal of the Society For Research On Nicotine and Tobacco. 16: 252. PMID 24302636 DOI: 10.1093/Ntr/Ntt197 |
0.372 |
|
| 2014 |
Almirall D, Griffin BA, McCaffrey DF, Ramchand R, Yuen RA, Murphy SA. Time-varying effect moderation using the structural nested mean model: estimation using inverse-weighted regression with residuals. Statistics in Medicine. 33: 3466-87. PMID 23873437 DOI: 10.1002/Sim.5892 |
0.554 |
|
| 2014 |
Griffin BA, McCaffrey D, Ramchand R, Almirall D, Slaughter M, Burgette L. Addressing time-varying confounding when assessing the causal effects of cumulative treatments for adolescents with substance use problems Drug and Alcohol Dependence. 140: e76. DOI: 10.1016/J.Drugalcdep.2014.02.226 |
0.344 |
|
| 2013 |
Kilbourne AM, Abraham KM, Goodrich DE, Bowersox NW, Almirall D, Lai Z, Nord KM. Cluster randomized adaptive implementation trial comparing a standard versus enhanced implementation intervention to improve uptake of an effective re-engagement program for patients with serious mental illness. Implementation Science : Is. 8: 136. PMID 24252648 DOI: 10.1186/1748-5908-8-136 |
0.386 |
|
| 2013 |
McCaffrey DF, Griffin BA, Almirall D, Slaughter ME, Ramchand R, Burgette LF. A tutorial on propensity score estimation for multiple treatments using generalized boosted models. Statistics in Medicine. 32: 3388-414. PMID 23508673 DOI: 10.1002/Sim.5753 |
0.403 |
|
| 2013 |
Yancy WS, Coffman CJ, Geiselman PJ, Kolotkin RL, Almirall D, Oddone EZ, Mayer SB, Gaillard LA, Turner M, Smith VA, Voils CI. Considering patient diet preference to optimize weight loss: design considerations of a randomized trial investigating the impact of choice. Contemporary Clinical Trials. 35: 106-16. PMID 23506974 DOI: 10.1016/J.Cct.2013.03.002 |
0.308 |
|
| 2013 |
Almirall D, McCaffrey DF, Ramchand R, Murphy SA. Subgroups analysis when treatment and moderators are time-varying. Prevention Science : the Official Journal of the Society For Prevention Research. 14: 169-78. PMID 21424793 DOI: 10.1007/S11121-011-0208-7 |
0.592 |
|
| 2012 |
Almirall D, Lizotte DJ, Murphy SA. SMART Design Issues and the Consideration of Opposing Outcomes: Discussion of "Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer" by by Wang, Rotnitzky, Lin, Millikan, and Thall. Journal of the American Statistical Association. 107: 509-512. PMID 23543940 DOI: 10.1080/01621459.2012.665615 |
0.582 |
|
| 2012 |
Almirall D, Compton SN, Rynn MA, Walkup JT, Murphy SA. SMARTer discontinuation trial designs for developing an adaptive treatment strategy. Journal of Child and Adolescent Psychopharmacology. 22: 364-74. PMID 23083023 DOI: 10.1089/Cap.2011.0073 |
0.576 |
|
| 2012 |
Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano GA, Waxmonsky JG, Yu J, Murphy SA. Q-learning: a data analysis method for constructing adaptive interventions. Psychological Methods. 17: 478-94. PMID 23025434 DOI: 10.1037/A0029373 |
0.541 |
|
| 2012 |
Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano GA, Waxmonsky JG, Yu J, Murphy SA. Experimental design and primary data analysis methods for comparing adaptive interventions. Psychological Methods. 17: 457-77. PMID 23025433 DOI: 10.1037/A0029372 |
0.557 |
|
| 2012 |
Almirall D, Compton SN, Gunlicks-Stoessel M, Duan N, Murphy SA. Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy. Statistics in Medicine. 31: 1887-902. PMID 22438190 DOI: 10.1002/Sim.4512 |
0.581 |
|
| 2012 |
Almirall D, McCaffrey DF, Ramchand R, Murphy SA. Erratum to: Subgroups Analysis when Treatment and Moderators are Time-varying Prevention Science. 14: 199-199. DOI: 10.1007/S11121-012-0336-8 |
0.526 |
|
| 2011 |
Franklin ME, Sapyta J, Freeman JB, Khanna M, Compton S, Almirall D, Moore P, Choate-Summers M, Garcia A, Edson AL, Foa EB, March JS. Cognitive behavior therapy augmentation of pharmacotherapy in pediatric obsessive-compulsive disorder: the Pediatric OCD Treatment Study II (POTS II) randomized controlled trial. Jama. 306: 1224-32. PMID 21934055 DOI: 10.1001/Jama.2011.1344 |
0.326 |
|
| 2010 |
Almirall D, Ten Have T, Murphy SA. Structural nested mean models for assessing time-varying effect moderation. Biometrics. 66: 131-9. PMID 19397586 DOI: 10.1111/J.1541-0420.2009.01238.X |
0.531 |
|
| 2006 |
Bray BC, Almirall D, Zimmerman RS, Lynam D, Murphy SA. Assessing the total effect of time-varying predictors in prevention research. Prevention Science : the Official Journal of the Society For Prevention Research. 7: 1-17. PMID 16489417 DOI: 10.1007/S11121-005-0023-0 |
0.514 |
|
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