LEADER 04747nam 22005775 450 001 9910300137403321 005 20200705142106.0 010 $a3-319-91776-5 024 7 $a10.1007/978-3-319-91776-4 035 $a(CKB)4100000005323438 035 $a(DE-He213)978-3-319-91776-4 035 $a(MiAaPQ)EBC5479044 035 $a(PPN)229502946 035 $a(EXLCZ)994100000005323438 100 $a20180728d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOptimization of Behavioral, Biobehavioral, and Biomedical Interventions$b[electronic resource] $eAdvanced Topics /$fedited by Linda M. Collins, Kari C. Kugler 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XII, 301 p. 54 illus., 33 illus. in color.) 225 1 $aStatistics for Social and Behavioral Sciences,$x2199-7357 300 $aIncludes index. 311 $a3-319-91775-7 327 $a1. Using the Multiphase Optimization Strategy (MOST) to Develop an Optimized Online STI Preventive Intervention Aimed at College Students: Description of Conceptual Model and Iterative Approach to Optimization -- 2. implementing factorial experiments in real-world settings: Lessons learned while engineering an optimized smoking cessation treatment -- 3. Multilevel Factorial Designs in Intervention Development -- 4. Experimental Designs for Research on Adaptive Interventions: Singly and Sequentially Randomized Trials -- 5. Intensively Adaptive Interventions Using Control Systems Engineering: Two Illustrative Examples -- 6. Coding and interpretation of effects in analysis of data from a factorial experiment -- 7. Optimizing the Cost-Effectiveness of a Multicomponent Intervention Using Data from a Factorial Experiment: Considerations, Open Questions, and Tradeoffs Among Multiple Outcome -- 8. Investigating an Intervention?s Causal Story: Mediation Analysis Using a Factorial Experiment and Multiple Mediators. . 330 $aBehavioral, biobehavioral, and biomedical interventions are programs with the objective of improving and maintaining human health and well-being, broadly defined, in individuals, families, schools, organizations, or communities. These interventions may be aimed at, for example, preventing or treating disease, promoting physical and mental health, preventing violence, or improving academic achievement. This book provides additional information on a principled empirical framework for developing interventions that are more effective, efficient, economical, and scalable. This framework is introduced in the monograph, "Optimization of Behavioral, Biobehavioral, and Biomedical Interventions: The Multiphase Optimization Strategy (MOST)" by Linda M. Collins (Springer, 2018). The present book is focused on advanced topics related to MOST. The chapters, all written by experts, are devoted to topics ranging from experimental design and data analysis to development of a conceptual model and implementation of a complex experiment in the field. Intervention scientists who are preparing to apply MOST will find this book an important reference and guide for their research. Fields to which this work pertains include public health (medicine, nursing, health economics, implementation sciences), behavioral sciences (psychology, criminal justice), statistics, and education. . 410 0$aStatistics for Social and Behavioral Sciences,$x2199-7357 606 $aStatistics  606 $aBehavioral sciences 606 $aPsychology?Methodology 606 $aPsychological measurement 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aBehavioral Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/L13009 606 $aPsychological Methods/Evaluation$3https://scigraph.springernature.com/ontologies/product-market-codes/Y20040 615 0$aStatistics . 615 0$aBehavioral sciences. 615 0$aPsychology?Methodology. 615 0$aPsychological measurement. 615 14$aStatistics for Social Sciences, Humanities, Law. 615 24$aBehavioral Sciences. 615 24$aPsychological Methods/Evaluation. 676 $a616.89142 702 $aCollins$b Linda M$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKugler$b Kari C$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910300137403321 996 $aOptimization of Behavioral, Biobehavioral, and Biomedical Interventions$91563707 997 $aUNINA