Predictors of Success in a Graduate, Entry-Level Professional Program: From Admissions to Graduation.

Gregory F Spadoni, Sarah Wojkowski, Jenna Smith-Turchyn, Paul W Stratford, Lawrence Grierson
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Abstract

Introduction: Admission to health professional programs (HPPs) in Canada is competitive. The purpose of this study is to evaluate how factors identifiable by the admissions package may predict incidences of academic concerns in one physiotherapy program in Canada.

Review of literature: Previous literature has identified many concepts that contribute to "academic success." Some HPPs have investigated if admissions criteria can predict students' academic performance. However, this has not been reported in physiotherapy programs in Canada.

Subjects: Study data included candidates' admissions' metrics and physiotherapy students' program data for 4 graduating cohorts, who were admitted from 2016 to 2019 inclusive (N = 256).

Methods: A retrospective, nonconcurrent cohort study was used to estimate the relationship between applicant's admissions data and students' program data pertaining to academic success. Data were summarized as frequencies for categorical variables and means for continuous variables. We calculated odds ratios (ORs) and probabilities of an academic or professional concern for standard scores. Significance was set at P < .05.

Results: Cohorts participating in the multiple mini-interview (MMI) had an academic concern incidence of 14/131. The virtual MMI (VMMI) cohort had an incidence of 7/125. Students with higher MMI scores were less likely to have an academic concern (OR = 0.52 [95% CI: 0.30-0.89, P = .017]). Grade point average was not significantly associated with an academic concern when combined with either MMI or VMMI (Ps > 0.05). Admissions round offer was also significantly associated with an academic concern (OR = 2.48 [95% CI: 1.00-6.12, P = .049]), with those beyond the initial round of offers having increased risk of concerns.

Discussion and conclusion: Results of the study reflect the generally low event rates for incidences of academic concerns and the relative homogeneity and range restriction of independent variables across the 4 cohorts of students. HPP's reflection on current admissions processes and ability to identify opportunities for change in admission processes helps ensure that programs are selecting candidates who are likely to succeed.

入门级专业研究生课程的成功预测因素:从入学到毕业。
简介:加拿大健康专业课程(HPPs)的录取竞争激烈。本研究的目的是评估录取方案中可识别的因素如何预测加拿大一个物理治疗专业的学业问题发生率:以往的文献已经确定了许多有助于 "学业成功 "的概念。一些高等职业教育项目研究了录取标准能否预测学生的学业成绩。然而,在加拿大的物理治疗课程中还没有这方面的报道:研究数据包括2016年至2019年(含)期间录取的4届毕业生的考生录取指标和物理治疗专业学生的课程数据(N = 256):方法:采用回顾性、非同期队列研究的方法,估算考生录取数据与学生课程数据之间在学业成功方面的关系。分类变量的数据汇总为频率,连续变量的数据汇总为平均值。我们计算了标准分数的几率比(OR)和学术或专业问题的概率。显著性以 P < .05 为标准:结果:参加多重微型访谈(MMI)的组群中,学术问题发生率为 14/131。虚拟微型访谈(VMMI)组群的发生率为 7/125。MMI 分数较高的学生出现学业问题的可能性较低(OR = 0.52 [95% CI: 0.30-0.89, P = .017])。平均学分绩点与 MMI 或 VMMI 均无明显关联(Ps > 0.05)。一轮录取通知书也与学业问题显著相关(OR = 2.48 [95% CI:1.00-6.12,P = .049]),超过最初一轮录取通知书的学生出现学业问题的风险更高:研究结果表明,学业问题的发生率普遍较低,而且 4 批学生的自变量具有相对的同质性和范围限制。HPP 对当前录取流程的反思以及识别录取流程变革机会的能力有助于确保项目选择有可能取得成功的候选人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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