高等教育定价:学费定价对非传统学生持续学习的影响受人口统计学调节

K. Spradley
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引用次数: 0

摘要

高等教育的定价模式主要集中在传统的学生人数分析、净收入、经济援助、入学预测或不重复的人数上。随着学生群体转变为非传统的大多数,研究学费价格对非传统人群的影响需要关注持续性(特定学生下学期重新入学的可能性)而不是总体入学水平。重新评估定价模型和学费定价变化对持久性的相关系数变得谨慎起来,以更有效地为非传统人群服务,因为非传统学生对经济援助的依赖更少,并且以符合他们需求的个性化步伐完成课程。非传统人口平均年龄较大,具有更多的专业经验,通常与军队有关(现役军人,退伍军人,预备役人员或家庭成员),并且正在接受教育。采用定量纵向实证案例研究,研究人员利用来自南方学院和学校协会区域认证区域的学院委员会的一所私立非营利性大学的学生水平数据来确定学费上涨对非传统学生(25岁)坚持学习的影响。使用STATA中的线性回归交互模型对数据进行分析。研究人员发现了统计学上的重大意义,与直觉相反的是,所有学生的学费每增加1%,坚持不懈的人就会增加2.01%,这一发现对学费对坚持不懈的总体影响有明确的解释。与理论一致的是,这项研究发现,非传统学生的坚持只增加了0.62%,比传统学生坚持得少。学费每增加1%,非传统在线学生的坚持度就会下降0.9%,比面对面的学生坚持度要低。这些发现很重要,因为它们为弹性理论、学费弹性理论和实践提供了贡献,包括高等教育机构、高等教育管理人员和顾问的应用,以及客户关系管理软件作为服务公司针对学生利用预测分析的变化来估计不同人群的持久性,估计和理解学费上涨对不同人群的影响。根据预期的流失率设定招聘和注册目标,并设计定制的沟通计划,以促进与那些不太可能坚持努力克服这一统计数据的人建立更深入的关系。这些发现也是探索弹性的第一部分,因为它们适用于使用TENEP模型建立的框架为非传统学生群体开发定价模型(Bryan &惠普尔,1995)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Higher Education Pricing: Effects of Tuition Pricing on Nontraditional Student Persistence Moderated by Demographics
Higher education pricing models have focused heavily on traditional student population analysis, net earnings, financial aid, and enrollment projections or unduplicated headcount. As the population of students shifts to a nontraditional majority, research of the effect of tuition price on nontraditional population segments is needed with a focus on persistence (the likelihood of re-enrollment in the next semester for a given student) rather than overall enrollment levels. It becomes prudent to re-evaluate pricing models and the associated coefficients from tuition pricing changes on persistence to more effectively serve the nontraditional population as nontraditional students rely less on financial aid and progress through their curriculum at an individualized pace consistent with their needs. The nontraditional population is, on average, older, with more professional experience, often with military affiliations (active duty, veteran, reservist, or family member), and education in progress. Using a quantitative longitudinal empirical case study, the researcher utilized student-level data from a private, nonprofit university in the Commission on Colleges of the Southern Association of Colleges and Schools regional accreditation territory to determine the effect of a tuition increase on nontraditional student (age 25 ) persistence. The data was analyzed using a linear regression interaction model in STATA. The researcher found statistical significance, with the counterintuitive finding that the effect of a 1 percent tuition increase for all students was an increase in persistence by 2.01 percent with a clear explanation for this finding of the overall tuition effect on persistence. Consistent with theory, this research finds that nontraditional students only increased their persistence by 0.62 percent, persisting less than traditional students. For every 1 percent increase in tuition, nontraditional online students are decreasing their persistence by 0.9 percent, persisting less than face-to-face students. These findings are important, as they provide contributions to Elasticity Theory, Tuition Elasticity Theory, and practice including application for higher education institutions, administrators and advisors in higher education, and customer relationship management software as service companies targeting students utilizing variations of predictive analytics to estimate persistence of different populations, estimate and understand tuition price increase effects on different populations, set recruiting and enrollment goals based upon expected attrition, and design customized communication plans to facilitate more in-depth relationships with those less likely to persist in an effort to overcome this statistic. These findings are also the first portion of exploring elasticities as they apply toward developing a pricing model for nontraditional student populations using the framework established by the TENEP model (Bryan & Whipple, 1995).
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