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Title: :  Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.
PaperId: :  26629
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 4 2025
DUI:    16.0415/IJARIIE-26629
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shri Shyam Bandhu Roy Netaji Subhash Chandra Bose PTTI (D.El.Ed & B.Ed)

Abstract

Physical Education
Yoga programs, randomized controlled trials, data analysis, study design, psychological factors, statistical evaluation, alternative therapies, Checklist for Standardizing the Reporting of Yoga and Complementary Therapies Interventions, Consolidated Standards for Reporting Trials, Bias Risk, and Trial Quality
Researchers' interest in examining how yoga affects different medical issues and enhances an otherwise healthy population's overall health is steadily growing. Although the advantages have already been demonstrated by several research, incorporating yoga into conventional contemporary medicine is still a ways off. The main explanation is the low calibre of yoga research experiments. As a result, the important difficulties that need to be addressed in order to enhance randomized controlled studies in yoga research are covered. The gold standard for assessing the effectiveness of actions including yoga initiatives, is randomized controlled trials (RCTs). However, RCTs can be complicated, and errors can jeopardize both the reliability and validity of the results. This study focuses on statistical examination and psychological factors for identifying common errors in RCTs for yoga initiatives. We reviewed the literature and examined data from prior RCTs to identify oversights in study design, collecting information, and statistical analysis. According to my accomplishments, psychological issues like participant expectancies and biases must be carefully taken into account, and reliable statistical techniques are required to take these elements into account. Researchers may create and carry out more thorough RCTs and, in the end, produce more accurate and trustworthy data on the advantages of yoga efforts by being aware of these typical errors.

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IJARIIE Shri Shyam Bandhu Roy . "Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables." International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 4 2025 Page 252-256
MLA Shri Shyam Bandhu Roy . "Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.." International Journal Of Advance Research And Innovative Ideas In Education 11.4(2025) : 252-256.
APA Shri Shyam Bandhu Roy . (2025). Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.. International Journal Of Advance Research And Innovative Ideas In Education, 11(4), 252-256.
Chicago Shri Shyam Bandhu Roy . "Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 4 (2025) : 252-256.
Oxford Shri Shyam Bandhu Roy . 'Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, 2025, p. 252-256. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Common_mistakes_made_when_working_on_randomized_controlled_trials_for_yoga_initiatives__a_statistical_assessment_incorporating_psychological_variables__ijariie26629.pdf (Accessed : 16 July 2025).
Harvard Shri Shyam Bandhu Roy . (2025) 'Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.', International Journal Of Advance Research And Innovative Ideas In Education, 11(4), pp. 252-256IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Common_mistakes_made_when_working_on_randomized_controlled_trials_for_yoga_initiatives__a_statistical_assessment_incorporating_psychological_variables__ijariie26629.pdf (Accessed : 16 July 2025)
IEEE Shri Shyam Bandhu Roy , "Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, pp. 252-256, Jul-Aug 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Common_mistakes_made_when_working_on_randomized_controlled_trials_for_yoga_initiatives__a_statistical_assessment_incorporating_psychological_variables__ijariie26629.pdf [Accessed : 16 July 2025].
Turabian Shri Shyam Bandhu Roy . "Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 4 (16 July 2025).
Vancouver Shri Shyam Bandhu Roy . Common mistakes made when working on randomized controlled trials for yoga initiatives, a statistical assessment incorporating psychological variables.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : 16 July 2025]; 11(4) : 252-256. Available from: https://ijariie.com/AdminUploadPdf/Common_mistakes_made_when_working_on_randomized_controlled_trials_for_yoga_initiatives__a_statistical_assessment_incorporating_psychological_variables__ijariie26629.pdf
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