Effect of Hands-on Biostatistics Training on Postgraduate Nursing Students' Knowledge and Attitude at a Tertiary Care Institution, Sub-Himalayan Region: a quasi-experimental study
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Keywords
Hands-On Training, Biostatistics, Knowledge, Attitude, Nursing Students
Abstract
Background: Biostatistics is a vital component of healthcare, enabling nursing students to interpret and analyze health-related data effectively. However, gaps in statistical knowledge persist, making it essential to address these deficiencies to ensure professional competence and uphold ethical standards. The aim of this study was to assess the impact of hands-on biostatistics training on postgraduate nursing students' knowledge and attitude at a tertiary care institution in Rishikesh, located in the sub-Himalayan region.
Methodology: A quasi-experimental design was adopted for this study. Total enumerative sampling was used to recruit 38 postgraduate nursing students from a tertiary care institution in Rishikesh, located in the sub-Himalayan region. The intervention comprised 16 hours of expert-led hands-on training. The variables assessed were knowledge of and attitude toward biostatistics.
Results: The mean age of the participants was 25.21 ± 3.54 years. The majority were female (89.5%, n = 34). Most participants (76.3%, n = 29) had not received prior statistical training. Significant improvements were observed in overall biostatistics knowledge scores across all domains (p = 0.001), overall attitude scores (p < 0.001), and the perceived difficulty domain (p = 0.006).
Conclusion: The study indicates that hands-on biostatistics training improved postgraduate nursing students' knowledge and positively influenced their attitudes toward biostatistics. However, the findings are exploratory and context-specific and may be influenced by potential biases. Integrating such training into nursing curricula could enhance statistical literacy and support research participation and evidence-based practice. This will serve as a foundation for advancing the nursing discipline.
References
Sujatha BK, T. Reddy MN, Vijayan S. Assessment of knowledge, attitude, and perception about biostatistics among faculty and postgraduate students in a dental institution, Bengaluru city – A cross-sectional survey. J Dent Res Rev. 2018;5:54-8. doi:10.4103/jdrr.jdrr_22_18.
Mishra P, Pandey CM, Singh U, Gupta A, Sahu C, Keshri A. Descriptive statistics and normality tests for statistical data. Ann Card Anaesth. 2019;22(1):67-72. doi:10.4103/aca.ACA_157_18.
Salam UM, Khatoon R, Parveen R, Raza S, Rahimon M, Maria B. Effect of Biostatistics Course Among Undergraduate Nursing Students. Med J South Punjab. 2024;5(1):130-135. doi:10.61581/MJSP.VOL05/01/21.
Alotaibi WA, Alosaimi AM, Alsulaimani NH. Family medicine residents' knowledge and attitudes towards biostatistics, Taif, Kingdom of Saudi Arabia. J Family Med Prim Care. 2022;11(11):7015-7023. doi:10.4103/jfmpc.jfmpc_1146_22.
Hang Li, Ran Xu, Di Gao, Han Fu, Qing Yang, XinYu Chen, et al. Evidence-based practice attitudes, knowledge and skills of nursing students and nurses: a systematic review and meta-analysis. Nurse Educ Pract. 2024;78:104024. doi:10.1016/j.nepr.2024.104024.
Ayebo A, Bright J, Ballam C. Examining the Factor Structure of the Survey of Attitudes Towards Statistics among Undergraduate Health Science Students. Int Electron J Math Educ. 2020;15(1):1306-3030. doi:10.29333/iejme/5942.
Quinapanta Castro N, Escobar C, Choez-A J F. Active Learning of Biostatistics in Medical Education: An Educational Intervention Using Algorithms, Article Analysis and SPSS Simulation. Cureus. 2026;18(2):e103464. doi:10.7759/cureus.103464.
Pallamparthy S, Basavareddy A. Knowledge, attitude, practice, and barriers toward research among medical students: A cross-sectional questionnaire-based survey. Perspectives in Clinical Research. 2019;10(2). doi:10.4103/picr.PICR.PICR_1_18.
Sungur Ma. Importance of Biostatistics in Medical Research. Duzce Med J. 2021;23(3):232-3. doi:10.18678/dtfd.1025303.
Schau C, Stevens J, Dauphinee TL, Vecchio AD. The development and validation of the survey of attitudes toward statistics. Educ Psychol Meas. 1995;55:868-875. doi:10.1177/0013164495055005022.
Ordak M. Bridging the biostatistics gap in African health research: An urgent call to action. Afr Health Sci. 2025;25(3):105-107. doi:10.4314/ahs.v25i3.14.
Pant HB, Batchu T, Raj R, Nirupama AY, Agiwal V. Impact of hands-on training in STATA for data management and analysis: How much knowledge is gained among healthcare professionals. IHOPE J Ophthalmol. 2023;2(1):4-8. doi:10.25259/IHOPEJO_30_2022.
Sujatha BK, Reddy MN, Vijayan S. Assessment of knowledge, attitude, and perception about biostatistics among faculty and postgraduate students in a dental institution, Bengaluru City—A cross-sectional survey. J Dent Res Rev. 2018;5(2):54-8. doi:10.4103/jdrr.jdrr_22_18.
Prabhu GR, Rao BS, Sridhar MS, Reddy KA, Chandrasekharan PA, Reddy DS, et al. Evaluation of research methodology training for postgraduates in a medical college, Tirupati. J Evol Med Dent Sci. 2015;4(93):15868-73. doi:10.18203/2394-6040.ijcmph20185075.
Joshi KJ, Singhal S, Gupta S. Impact of Basic Course in Biomedical Research (BCBR) on Medical Teachers and Postgraduate Students Across India: A Cross-Sectional Survey-Based Study. Cureus. 2024;16(6):e62908. doi:10.7759/cureus.62908.
Kiekkas P, Panagiotarou A, Malja A, Tahirai D, Zykai R, Bakalis N, et al. Nursing students' attitudes toward statistics: Effect of a biostatistics course and association with examination performance. Nurse Educ Today. 2015;35(12):1283-1288. doi:10.1016/j.nedt.2015.07.005.
Van Appel V, Durandt R. Dissimilarities in Attitudes between Students in Service and Mainstream Courses towards Statistics: An Analysis Conducted in a Developing Country. Eurasia J Math Sci Technol Educ. 2018;14(8):em1565. doi:10.29333/ejmste/91912.
Joshi KJ, Singhal S, Gupta S. Impact of Basic Course in Biomedical Research (BCBR) on Medical Teachers and Postgraduate Students Across India: A Cross-Sectional Survey-Based Study. Cureus. 2024;16(6):e62908. doi:10.7759/cureus.62908.
Ercan I, Ozkaya G, Ocakoglu G, Yazici B, Sezer A, Ediz B, Kan I. Determining biostatistics knowledge of students and physicians in medical school. Inter Stat. 2008;3:1-7. doi:10.17654/JB014010075.
Tomak L, Civanbay H. Evaluation of biostatistics knowledge and skills of medical faculty students. J Exp Clin Med. 2022;39(3):620-7. doi:10.52142/omujecm.39.3.5.
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