Statistical Literacy among Practicing Clinicians from India: A Brief Survey

Ankush Jindal, Dr. Manish Bansal, Dr. Anupam Jindal
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Abstract

Objectives: To understand statistical literacy among practicing clinicians as well as to take suggestions on its implementation in medical curriculum. Methods: A web based online survey was conducted among practising clinicians of India. The questionnaire consisted of 30questions in three parts. Part A included questions on general information (5 questions), Part B included questions on application of statistical concepts (20 questions), and Part Casked for opinions on integration of biostatistics in medical curriculum (5 questions). Part B questions were rated on a 5-point Likert scale in which 1 indicated no confidence and 5indicated complete confidence. Results: A total of 416 clinicians responded to the questionnaire. Complete confidence in the use of SPSS software was seen in 15.8% whereas 26.7% had no confidence in it. The highest confidence was seen in statistical equations like graphical representation of data (44.7%), and sensitivity and specificity (45.2%) whereas lowest confidence was seen in COX proportional hazard regression (12.9%) and ROC curves (11.7%). Out of 416 clinicians, 136 (32.4%) had done training in statistics at undergraduate level, 128 (30.5%) did self-learning and 152 (37.1%) had received no formal training.
印度执业临床医生的统计素养:一项简短调查
目的:了解临床医师统计素养的现状,并提出在医学课程中实施统计素养的建议。方法:在印度执业临床医生中进行基于网络的在线调查。问卷共有30个问题,分为三个部分。A部分包括关于一般信息的问题(5个问题),B部分包括关于统计概念应用的问题(20个问题),以及关于将生物统计学纳入医学课程的意见(5个问题)。B部分的问题以5分的李克特量表进行评分,其中1分表示不相信,5分表示完全相信。结果:共有416名临床医生参与问卷调查。15.8%的人对SPSS软件的使用有完全的信心,而26.7%的人对它没有信心。数据图形化表示等统计方程置信度最高(44.7%),敏感性和特异性最高(45.2%),COX比例风险回归(12.9%)和ROC曲线置信度最低(11.7%)。416名临床医生中有136名(32.4%)接受过统计学本科培训,128名(30.5%)接受过自学,152名(37.1%)未接受过正式培训。
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