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Evidence-based medicine : opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies. / Moskalev, A. V.; Gladkikh, V. S.; Al'Shevskaya, A. A. et al.

In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko, Vol. 82, No. 1, 16.03.2018, p. 52-58.

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

Harvard

Moskalev, AV, Gladkikh, VS, Al'Shevskaya, AA, Kovalevskiy, AP, Sakhanenko, AI, Orlov, KY, Konovalov, NA & Krut'Ko, AV 2018, 'Evidence-based medicine: opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies', Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko, vol. 82, no. 1, pp. 52-58. https://doi.org/10.17116/neiro201882152-58

APA

Moskalev, A. V., Gladkikh, V. S., Al'Shevskaya, A. A., Kovalevskiy, A. P., Sakhanenko, A. I., Orlov, K. Y., Konovalov, N. A., & Krut'Ko, A. V. (2018). Evidence-based medicine: opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies. Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko, 82(1), 52-58. https://doi.org/10.17116/neiro201882152-58

Vancouver

Moskalev AV, Gladkikh VS, Al'Shevskaya AA, Kovalevskiy AP, Sakhanenko AI, Orlov KY et al. Evidence-based medicine: opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies. Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 2018 Mar 16;82(1):52-58. doi: 10.17116/neiro201882152-58

Author

Moskalev, A. V. ; Gladkikh, V. S. ; Al'Shevskaya, A. A. et al. / Evidence-based medicine : opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies. In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 2018 ; Vol. 82, No. 1. pp. 52-58.

BibTeX

@article{632e0cd04e454af6aec208047e6df5e8,
title = "Evidence-based medicine: opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies",
abstract = "To date, a large amount of retrospectively collected data about treatment of neurosurgical pathology have been accumulated. Modern methods of medical statistics are necessary for correct interpretation of the data. The article purpose is to demonstrate application of one of the modern methods, Propensity Score Matching (PSM), in neurosurgery. The use of PSM avoids misinterpretation of retrospectively collected data and obviates errors in planning further prospective studies. For the past 10 years, the number of published international PSM-based studies has increased more than 10-fold, with the number of articles by Russian authors accounting for less than 0.2%. In line with the tendencies of international studies, application of PSM in analysis of retrospectively collected data will enable testing of a number of hypotheses and correct planning of prospective randomized studies.",
keywords = "Medical statistics, Neurosurgery, Propensity Score Matching, Selection bias, Evidence-Based Medicine, Humans, Propensity Score, Prospective Studies, Retrospective Studies, Selection Bias",
author = "Moskalev, {A. V.} and Gladkikh, {V. S.} and Al'Shevskaya, {A. A.} and Kovalevskiy, {A. P.} and Sakhanenko, {A. I.} and Orlov, {K. Yu} and Konovalov, {N. A.} and Krut'Ko, {A. V.}",
year = "2018",
month = mar,
day = "16",
doi = "10.17116/neiro201882152-58",
language = "English",
volume = "82",
pages = "52--58",
journal = "Zhurnal Voprosy Neirokhirurgii Imeni N.N. Burdenko",
issn = "0042-8817",
publisher = "Media Sphera Publishing House",
number = "1",

}

RIS

TY - JOUR

T1 - Evidence-based medicine

T2 - opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies

AU - Moskalev, A. V.

AU - Gladkikh, V. S.

AU - Al'Shevskaya, A. A.

AU - Kovalevskiy, A. P.

AU - Sakhanenko, A. I.

AU - Orlov, K. Yu

AU - Konovalov, N. A.

AU - Krut'Ko, A. V.

PY - 2018/3/16

Y1 - 2018/3/16

N2 - To date, a large amount of retrospectively collected data about treatment of neurosurgical pathology have been accumulated. Modern methods of medical statistics are necessary for correct interpretation of the data. The article purpose is to demonstrate application of one of the modern methods, Propensity Score Matching (PSM), in neurosurgery. The use of PSM avoids misinterpretation of retrospectively collected data and obviates errors in planning further prospective studies. For the past 10 years, the number of published international PSM-based studies has increased more than 10-fold, with the number of articles by Russian authors accounting for less than 0.2%. In line with the tendencies of international studies, application of PSM in analysis of retrospectively collected data will enable testing of a number of hypotheses and correct planning of prospective randomized studies.

AB - To date, a large amount of retrospectively collected data about treatment of neurosurgical pathology have been accumulated. Modern methods of medical statistics are necessary for correct interpretation of the data. The article purpose is to demonstrate application of one of the modern methods, Propensity Score Matching (PSM), in neurosurgery. The use of PSM avoids misinterpretation of retrospectively collected data and obviates errors in planning further prospective studies. For the past 10 years, the number of published international PSM-based studies has increased more than 10-fold, with the number of articles by Russian authors accounting for less than 0.2%. In line with the tendencies of international studies, application of PSM in analysis of retrospectively collected data will enable testing of a number of hypotheses and correct planning of prospective randomized studies.

KW - Medical statistics

KW - Neurosurgery

KW - Propensity Score Matching

KW - Selection bias

KW - Evidence-Based Medicine

KW - Humans

KW - Propensity Score

KW - Prospective Studies

KW - Retrospective Studies

KW - Selection Bias

UR - http://www.scopus.com/inward/record.url?scp=85043491241&partnerID=8YFLogxK

U2 - 10.17116/neiro201882152-58

DO - 10.17116/neiro201882152-58

M3 - Article

C2 - 29543216

AN - SCOPUS:85043491241

VL - 82

SP - 52

EP - 58

JO - Zhurnal Voprosy Neirokhirurgii Imeni N.N. Burdenko

JF - Zhurnal Voprosy Neirokhirurgii Imeni N.N. Burdenko

SN - 0042-8817

IS - 1

ER -

ID: 12101953