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Madadizadeh, Farzan, Bahariniya, Sajjad. (1405). Multilevel, Multistate, and Multiple: Three Misleading Words in Medical Research. سامانه مدیریت نشریات علمی, (), -. doi: 10.30476/ijms.2026.110086.4559
Farzan Madadizadeh; Sajjad Bahariniya. "Multilevel, Multistate, and Multiple: Three Misleading Words in Medical Research". سامانه مدیریت نشریات علمی, , , 1405, -. doi: 10.30476/ijms.2026.110086.4559
Madadizadeh, Farzan, Bahariniya, Sajjad. (1405). 'Multilevel, Multistate, and Multiple: Three Misleading Words in Medical Research', سامانه مدیریت نشریات علمی, (), pp. -. doi: 10.30476/ijms.2026.110086.4559
Madadizadeh, Farzan, Bahariniya, Sajjad. Multilevel, Multistate, and Multiple: Three Misleading Words in Medical Research. سامانه مدیریت نشریات علمی, 1405; (): -. doi: 10.30476/ijms.2026.110086.4559

Multilevel, Multistate, and Multiple: Three Misleading Words in Medical Research

Iranian Journal of Medical Sciences
مقالات آماده انتشار، اصلاح شده برای چاپ، انتشار آنلاین از تاریخ 22 تیر 1405    اصل مقاله (498.29 K)
نوع مقاله: Letter(s) to the Editor
شناسه دیجیتال (DOI): 10.30476/ijms.2026.110086.4559
نویسندگان
Farzan Madadizadeh1؛ Sajjad Bahariniya* 2
1Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
2Department of Healthcare Services Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
چکیده
As a medical statistics specialist, understanding the distinctions between the terms “multilevel”, “multistate”, and “multiple” in research is crucial. 

تازه های تحقیق

Farzan Madadizadeh (Google Scholar)
Sajjad Bahariniya (Google Scholar) 

کلیدواژه‌ها
Multilevel analysis؛ Multistate analysis؛ Multiple analysis؛ Regression analysis؛ Statistical
مراجع
  1. Hox J, Moerbeek M, Van de Schoot R. Multilevel analysis: techniques and applications. 3rd ed. New York: Routledge; 2017. doi: 10.4324/9781315650982.
  2. Dedrick RF, Ferron JM, Hess MR, Hogarty KY, Kromrey JD, Lang TR, et al. Multi-level modeling: a review of methodological issues and applications. Rev Educ Res. 2009;79:69-102. doi: 10.3102/0034654308325581.
  3. Mathieu JE, Aguinis H, Culpepper SA, Chen G. Understanding and estimating the power to detect cross-level interaction effects in multilevel modeling. J Appl Psychol. 2012;97:951-66. doi: 10.1037/a0028380. PubMed PMID: 22582726.
  4. Cook RJ, Lawless JF. Multistate models for the analysis of life history data. 2nd ed. Boca Raton: Chapman and Hall/CRC; 2018. doi: 10.1201/9781315119731.
  5. Montgomery DC, Peck EA, Vining GG. Introduction to linear regression analysis. 5th ed. Hoboken: John Wiley & Sons; 2021.
  6. Hesamian G, Akbari MG. A robust multiple regression model based on fuzzy random variables. J Comput Appl Math. 2021;388:113270. doi: 10.1016/j.cam.2020.113270.
  7. Uyanık GK, Güler N. A study on multiple linear regression analysis. Procedia Soc Behav Sci. 2013;106:234-40. doi: 10.1016/j.sbspro.2013.12.027.
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