Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease

Nanhua Zhang; Chunyan Liu; Steven J. Steiner; Richard B. Colletti; Robert Baldassano; Shiran Chen; Stanley Cohen; Michael D. Kappelman; Shehzad Saeed; Laurie S. Conklin; Richard Strauss; Sheri Volger; Eileen King; Kim Hung Lo

doi:10.57264/cer-2022-0136

Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease

Nanhua Zhang, Chunyan Liu, Steven J. Steiner, Richard B. Colletti, Robert Baldassano, Shiran Chen, Stanley Cohen, Michael D. Kappelman, Shehzad Saeed, Laurie S. Conklin, Richard Strauss, Sheri Volger, Eileen King, Kim Hung Lo

Pediatrics

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	e220136
Journal	Journal of Comparative Effectiveness Research
Volume	12
Issue number	4
DOIs	https://doi.org/10.57264/cer-2022-0136
State	Published - Apr 2023

ASJC Scopus Subject Areas

Health Policy

Keywords

clinical remission status
disease-specific patient registries
drug repurposing and relabeling
ImproveCareNow registry
inflammatory bowel disease
missing data
multiple imputation method
pediatric Crohn’s disease
real-world evidence
Short Pediatric Crohn’s Disease Activity Index (sPCDAI)

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10.57264/cer-2022-0136

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Zhang, N., Liu, C., Steiner, S. J., Colletti, R. B., Baldassano, R., Chen, S., Cohen, S., Kappelman, M. D., Saeed, S., Conklin, L. S., Strauss, R., Volger, S., King, E., & Lo, K. H. (2023). Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease. Journal of Comparative Effectiveness Research, 12(4), Article e220136. https://doi.org/10.57264/cer-2022-0136

Zhang, N, Liu, C, Steiner, SJ, Colletti, RB, Baldassano, R, Chen, S, Cohen, S, Kappelman, MD, Saeed, S, Conklin, LS, Strauss, R, Volger, S, King, E & Lo, KH 2023, 'Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease', Journal of Comparative Effectiveness Research, vol. 12, no. 4, e220136. https://doi.org/10.57264/cer-2022-0136

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keywords = "clinical remission status, disease-specific patient registries, drug repurposing and relabeling, ImproveCareNow registry, inflammatory bowel disease, missing data, multiple imputation method, pediatric Crohn{\textquoteright}s disease, real-world evidence, Short Pediatric Crohn{\textquoteright}s Disease Activity Index (sPCDAI)",

author = "Nanhua Zhang and Chunyan Liu and Steiner, {Steven J.} and Colletti, {Richard B.} and Robert Baldassano and Shiran Chen and Stanley Cohen and Kappelman, {Michael D.} and Shehzad Saeed and Conklin, {Laurie S.} and Richard Strauss and Sheri Volger and Eileen King and Lo, {Kim Hung}",

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year = "2023",

month = apr,

doi = "10.57264/cer-2022-0136",

language = "English",

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T1 - Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease

AU - Zhang, Nanhua

AU - Liu, Chunyan

AU - Steiner, Steven J.

AU - Colletti, Richard B.

AU - Baldassano, Robert

AU - Chen, Shiran

AU - Cohen, Stanley

AU - Kappelman, Michael D.

AU - Saeed, Shehzad

AU - Conklin, Laurie S.

AU - Strauss, Richard

AU - Volger, Sheri

AU - King, Eileen

AU - Lo, Kim Hung

PY - 2023/4

Y1 - 2023/4

KW - clinical remission status

KW - disease-specific patient registries

KW - drug repurposing and relabeling

KW - ImproveCareNow registry

KW - inflammatory bowel disease

KW - missing data

KW - multiple imputation method

KW - pediatric Crohn’s disease

KW - real-world evidence

KW - Short Pediatric Crohn’s Disease Activity Index (sPCDAI)

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JF - Journal of Comparative Effectiveness Research

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M1 - e220136

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Using multiple imputation of real-world data to estimate clinical remission in pediatric inflammatory bowel disease

ASJC Scopus Subject Areas

Keywords

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