Sean P Kane, Christian McCaughey, Danielle M Candelario, Scott Hanes, Khyati Patel, Abbie Lyden
{"title":"药学预科本科院校的特点作为第一年药学学校成功的预测因子。","authors":"Sean P Kane, Christian McCaughey, Danielle M Candelario, Scott Hanes, Khyati Patel, Abbie Lyden","doi":"10.1016/j.ajpe.2025.101479","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the impact of undergraduate institutional characteristics on first-year pharmacy (P1) success at a private, 4-year program.</p><p><strong>Methods: </strong>A retrospective review of students matriculating from 2020 to 2023 was conducted. Characteristics of each student's primary undergraduate institution, such as admission rate, highest degree offered, enrollment size, and other factors, were obtained from the US Department of Education Scorecard. Student academic metrics and outcomes in the P1 year were also collected. A mixed-effects model was used to identify independent undergraduate institutional predictors of P1 success, defined as passing all courses without remediation and progressing on time to the second year.</p><p><strong>Results: </strong>A total of 162 students from 82 undergraduate institutions were included. Univariate analysis demonstrated that undergraduate institutions offering a bachelor's degree or higher, having a lower admission rate (or not having an open admissions policy), and having at least 50% full-time faculty were predictors of P1 success. Student metrics such as prematriculation grade point average (GPA) and achieving a bachelor's degree were not predictive of P1 success, although prematriculation GPA was independently associated with P1 GPA. Collinearity among predictive undergraduate institution characteristics was common. In a mixed-effects model, P1's success was best predicted by the undergraduate institution's admission rate.</p><p><strong>Conclusion: </strong>Multiple undergraduate institution characteristics significantly predict P1 success, whereas student academic metrics were not predictive in our analyses. These findings challenge the reliance on traditional academic metrics, particularly GPA, and suggest that future research should focus on holistic admissions approaches that include both institutional and nonacademic factors.</p>","PeriodicalId":55530,"journal":{"name":"American Journal of Pharmaceutical Education","volume":" ","pages":"101479"},"PeriodicalIF":3.5000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Characteristics of Prepharmacy Undergraduate Institutions as a Predictor of First-Year Pharmacy School Success.\",\"authors\":\"Sean P Kane, Christian McCaughey, Danielle M Candelario, Scott Hanes, Khyati Patel, Abbie Lyden\",\"doi\":\"10.1016/j.ajpe.2025.101479\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To evaluate the impact of undergraduate institutional characteristics on first-year pharmacy (P1) success at a private, 4-year program.</p><p><strong>Methods: </strong>A retrospective review of students matriculating from 2020 to 2023 was conducted. Characteristics of each student's primary undergraduate institution, such as admission rate, highest degree offered, enrollment size, and other factors, were obtained from the US Department of Education Scorecard. Student academic metrics and outcomes in the P1 year were also collected. A mixed-effects model was used to identify independent undergraduate institutional predictors of P1 success, defined as passing all courses without remediation and progressing on time to the second year.</p><p><strong>Results: </strong>A total of 162 students from 82 undergraduate institutions were included. Univariate analysis demonstrated that undergraduate institutions offering a bachelor's degree or higher, having a lower admission rate (or not having an open admissions policy), and having at least 50% full-time faculty were predictors of P1 success. Student metrics such as prematriculation grade point average (GPA) and achieving a bachelor's degree were not predictive of P1 success, although prematriculation GPA was independently associated with P1 GPA. Collinearity among predictive undergraduate institution characteristics was common. In a mixed-effects model, P1's success was best predicted by the undergraduate institution's admission rate.</p><p><strong>Conclusion: </strong>Multiple undergraduate institution characteristics significantly predict P1 success, whereas student academic metrics were not predictive in our analyses. These findings challenge the reliance on traditional academic metrics, particularly GPA, and suggest that future research should focus on holistic admissions approaches that include both institutional and nonacademic factors.</p>\",\"PeriodicalId\":55530,\"journal\":{\"name\":\"American Journal of Pharmaceutical Education\",\"volume\":\" \",\"pages\":\"101479\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Pharmaceutical Education\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1016/j.ajpe.2025.101479\",\"RegionNum\":4,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/7/29 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION, SCIENTIFIC DISCIPLINES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Pharmaceutical Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1016/j.ajpe.2025.101479","RegionNum":4,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/29 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"EDUCATION, SCIENTIFIC DISCIPLINES","Score":null,"Total":0}
Characteristics of Prepharmacy Undergraduate Institutions as a Predictor of First-Year Pharmacy School Success.
Objective: To evaluate the impact of undergraduate institutional characteristics on first-year pharmacy (P1) success at a private, 4-year program.
Methods: A retrospective review of students matriculating from 2020 to 2023 was conducted. Characteristics of each student's primary undergraduate institution, such as admission rate, highest degree offered, enrollment size, and other factors, were obtained from the US Department of Education Scorecard. Student academic metrics and outcomes in the P1 year were also collected. A mixed-effects model was used to identify independent undergraduate institutional predictors of P1 success, defined as passing all courses without remediation and progressing on time to the second year.
Results: A total of 162 students from 82 undergraduate institutions were included. Univariate analysis demonstrated that undergraduate institutions offering a bachelor's degree or higher, having a lower admission rate (or not having an open admissions policy), and having at least 50% full-time faculty were predictors of P1 success. Student metrics such as prematriculation grade point average (GPA) and achieving a bachelor's degree were not predictive of P1 success, although prematriculation GPA was independently associated with P1 GPA. Collinearity among predictive undergraduate institution characteristics was common. In a mixed-effects model, P1's success was best predicted by the undergraduate institution's admission rate.
Conclusion: Multiple undergraduate institution characteristics significantly predict P1 success, whereas student academic metrics were not predictive in our analyses. These findings challenge the reliance on traditional academic metrics, particularly GPA, and suggest that future research should focus on holistic admissions approaches that include both institutional and nonacademic factors.
期刊介绍:
The Journal accepts unsolicited manuscripts that have not been published and are not under consideration for publication elsewhere. The Journal only considers material related to pharmaceutical education for publication. Authors must prepare manuscripts to conform to the Journal style (Author Instructions). All manuscripts are subject to peer review and approval by the editor prior to acceptance for publication. Reviewers are assigned by the editor with the advice of the editorial board as needed. Manuscripts are submitted and processed online (Submit a Manuscript) using Editorial Manager, an online manuscript tracking system that facilitates communication between the editorial office, editor, associate editors, reviewers, and authors.
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