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Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Missing Data Approaches in eHealth Research: Simulation Study and a Tutorial for Nonmathematically Inclined Researchers

Authors of this article:

Matthijs Blankers1, 2 ;   Maarten W J Koeter1 ;   Gerard M Schippers1, 2
Article Authors Cited by (141) Tweetations Metrics

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  118. Gasslander N, Andersson G, Boström F, Brandelius L, Pelling L, Hamrin L, Gordh T, Buhrman M. Tailored internet-based cognitive behavioral therapy for individuals with chronic pain and comorbid psychological distress: a randomized controlled trial. Cognitive Behaviour Therapy 2022;51(5):408 View
  119. Su Z, McDonnell D, Shi F, Liang B, Li X, Wen J, Cai Y, Xiang Y, Yang L. Chinese International Students in the United States: The Interplay of Students’ Acculturative Stress, Academic Standing, and Quality of Life. Frontiers in Psychology 2021;12 View
  120. Cosio D. Improving Pain Care Using Psychosocial Screening and Patient Education among Veterans. Military Behavioral Health 2022;10(4):275 View
  121. Groninger H, Nemati D, Cates C, Jordan K, Kelemen A, Shipp G, Munk N. Massage Therapy for Hospitalized Patients Receiving Palliative Care: A Randomized Clinical Trial. Journal of Pain and Symptom Management 2023;65(5):428 View
  122. Boyda H, Pham M, Huang J, Ho A, Procyshyn R, Yuen J, Honer W, Barr A. Antipsychotic Drug-Induced Increases in Peripheral Catecholamines are Associated With Glucose Intolerance. Frontiers in Pharmacology 2022;13 View
  123. Hurmuz M, Jansen-Kosterink S, van Velsen L. How to Prevent the Drop-Out: Understanding Why Adults Participate in Summative eHealth Evaluations. Journal of Healthcare Informatics Research 2023;7(1):125 View
  124. Lea A, Collett J, Cribb L, Zheng Z, Podugu P. Psychosocial Wellbeing Among Older Practitioners: A Cross-Sectional Study of Factors Associated with Psychosocial Wellbeing Among Older Tai Chi Practitioners. SSRN Electronic Journal 2022 View
  125. Gupta A, Wang T, Bamimore M, Talukder M. The relative effect of monotherapy with 5‐alpha reductase inhibitors and minoxidil for female pattern hair loss: A network meta‐analysis study. Journal of Cosmetic Dermatology 2024;23(1):154 View
  126. Mabungane S, Ramroop S, Mwambi H. Analysis of Missing Data in Progressed Learners: The Use of Multiple Imputation Methods. African Journal of Research in Mathematics, Science and Technology Education 2023;27(2):112 View
  127. Brown R, Bigelow P, Dubin J, Mielke J. High Dietary Phosphorus Is Associated with Increased Breast Cancer Risk in a U.S. Cohort of Middle-Aged Women. Nutrients 2023;15(17):3735 View
  128. Thapelo T, Mpoeleng D, Hillhouse G. Informed Random Forest to Model Associations of Epidemiological Priors, Government Policies, and Public Mobility. MDM Policy & Practice 2023;8(2) View
  129. de Jonge M, Blankers M, Bockting C, van Dijk M, Kikkert M, Dekker J. Economic evaluation of preventive cognitive therapy versus care as usual in cognitive behavioral therapy responders. Frontiers in Psychiatry 2024;14 View
  130. Hovadick A, Cardoso M. Family-based WhatsApp intervention to promote healthy eating behaviors among Amazonian school children: Protocol for a Randomized Controlled Trial (Preprint). JMIR Research Protocols 2023 View
  131. Innominato P, Macdonald J, Saxton W, Longshaw L, Granger R, Naja I, Allocca C, Edwards R, Rasheed S, Folkvord F, de Batlle J, Ail R, Motta E, Bale C, Fuller C, Mullard A, Subbe C, Griffiths D, Wreglesworth N, Pecchia L, Fico G, Antonini A. Digital Remote Monitoring Using an mHealth Solution for Survivors of Cancer: Protocol for a Pilot Observational Study. JMIR Research Protocols 2024;13:e52957 View
  132. Bashir N, Mir A, Daud A, Rafique M, Bukhari A. Time Series Reconstruction With Feature-Driven Imputation: A Comparison of Base Learning Algorithms. IEEE Access 2024;12:85511 View
  133. Png M, Harris V, Grabey J, Hart N, Jani B, Butler D, Carson-Stevens A, Coates M, Cureton L, Dobson M, Dorward J, Evans P, Francis N, Gbinigie O, Hayward G, Holmes J, Hood K, Khoo S, Ahmed H, Lown M, McKenna M, Mort S, Nguyen-Van-Tam J, Rahman N, Richards D, Thomas N, van Hecke O, Hobbs R, Little P, Yu L, Butler C, Petrou S. Cost-utility analysis of molnupiravir for high-risk, community-based adults with COVID-19: an economic evaluation of the PANORAMIC trial. British Journal of General Practice 2024;74(745):e570 View
  134. den Braber N, Braem C, Vollenbroek-Hutten M, Hermens H, Urgert T, Yavuz U, Veltink P, Laverman G. Consequences of Data Loss on Clinical Decision-Making in Continuous Glucose Monitoring: Retrospective Cohort Study. Interactive Journal of Medical Research 2024;13:e50849 View
  135. Zhao J, Chen P, Zhang T, Xie H, Xiao W, Ng S, Wang C. Characteristics of central cortex and upper-limb flexors synchrony oxygenation during grasping in people with stroke: a controlled trial study protocol. Frontiers in Human Neuroscience 2024;18 View
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Books/Policy Documents

  1. Almeida R, Adriaans G, Shapovalova Y. Information Processing and Management of Uncertainty in Knowledge-Based Systems. View
  2. Mohammed A, Nguyen D, Duong B, Nichols M, Nguyen T. Advanced Data Mining and Applications. View