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Micro-randomization trial design under operational constraints.

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Title: Micro-randomization trial design under operational constraints.
Authors: Bunning B; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA; Computational Medicine, Department of Medicine, Stanford University, Stanford, CA, USA., Ritter V; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA., Bishop FK; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA., Chen JH; Computational Medicine, Department of Medicine, Stanford University, Stanford, CA, USA; Clinical Excellence Research Center, Stanford University, Stanford, CA, USA., Ding V; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA., Johari R; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA., Shaw B; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA., Scheinker D; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA; Clinical Excellence Research Center, Stanford University, Stanford, CA, USA., Prahalad P; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA., Thapa I; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA., Maahs DM; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA., Desai M; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA. Electronic address: Manishad@stanford.edu.
Source: Contemporary clinical trials [Contemp Clin Trials] 2026 Jul; Vol. 166, pp. 108351. Date of Electronic Publication: 2026 May 25.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101242342 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1559-2030 (Electronic) Linking ISSN: 15517144 NLM ISO Abbreviation: Contemp Clin Trials Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Bunning+B%22">Bunning B</searchLink>; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA; Computational Medicine, Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ritter+V%22">Ritter V</searchLink>; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Bishop+FK%22">Bishop FK</searchLink>; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+JH%22">Chen JH</searchLink>; Computational Medicine, Department of Medicine, Stanford University, Stanford, CA, USA; Clinical Excellence Research Center, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ding+V%22">Ding V</searchLink>; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Johari+R%22">Johari R</searchLink>; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Shaw+B%22">Shaw B</searchLink>; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Scheinker+D%22">Scheinker D</searchLink>; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA; Clinical Excellence Research Center, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Prahalad+P%22">Prahalad P</searchLink>; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Thapa+I%22">Thapa I</searchLink>; Department of Management Science and Engineering, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Maahs+DM%22">Maahs DM</searchLink>; Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, USA; Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Desai+M%22">Desai M</searchLink>; Quantitative Sciences Unit, Section of Biostatistics, Department of Medicine, Stanford University, Stanford, CA, USA. Electronic address: Manishad@stanford.edu.
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  Data: <searchLink fieldCode="JN" term="%22101242342%22">Contemporary clinical trials</searchLink> [Contemp Clin Trials] 2026 Jul; Vol. 166, pp. 108351. <i>Date of Electronic Publication: </i>2026 May 25.
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              Text: 2026 Jul
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