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1.  Association of the pre-internship objective structured clinical examination in final year medical students with comprehensive written examinations 
Medical Education Online  2012;17:10.3402/meo.v17i0.15958.
Aim
The purpose of this study is to evaluate the association of the pre-internship Objective Structured Clinical Examination (OSCE) in final year medical students with comprehensive written examinations.
Subjects and material
All medical students of October 2004 admission who took part in the October 2010 National Comprehensive Pre-internship Examination (NCPE) and pre-internship OSCE were included in the study (n=130). OSCE and NCPE scores and medical grade point average (GPA) were collected.
Results
GPA was highly correlated with NCPE (r=0.76 and P<0.001) and moderately with OSCE (r=0.68 and P<0.001). Similarly a moderate correlation was observed between NCPE and OSCE scores(r=0.6 and P<0.001).Linear stepwise regression shows r 2 of a model applying GPA as predictor of OSCE score is 0.46 (β=0.68 and P<0.001), while addition of gender to the model increases r 2 to 0.59 (β=0.61 and 0.36, for GPA and male gender, respectively and P<0.001). Logistic forward regression models shows male gender and GPA are the only dependent predictors of high score in OSCE. OR of GPA and male gender for high OSCE score are 4.89 (95% CI=2.37–10.06) and 6.95 (95% CI=2.00–24.21), respectively (P<0.001).
Discussion
Our findings indicate OSCE and examination which mainly evaluate knowledge, judged by GPA and NCPE are moderately to highly correlated. Our results illustrate the interwoven nature of knowledge and clinical skills. In other words, certain level of knowledge is crucial for appropriate clinical performance. Our findings suggest neither OSCE nor written forms of assessments can replace each other. They are complimentary and should also be combined by other evaluations to cover all attributes of clinical competence efficiently.
doi:10.3402/meo.v17i0.15958
PMCID: PMC3338186  PMID: 22547924
OSCE; clinical skills; written examination; reliability; validity
2.  A Predictive Validity Study of the Pharmacy College Admission Test 
Objective
To examine the validity of Pharmacy College Admission Test (PCAT) scores for predicting grade point averages (GPAs) of students in years 1-4 of pharmacy programs.
Methods
Data were collected from 11 colleges and schools of pharmacy: entering cumulative and math/science GPAs, PCAT scaled scores, pharmacy program GPAs for years 1-4, student status after 4 years. Correlation, regression, discriminant, and diagnostic accuracy analyses were used to determine the validity of the PCAT for predicting subsequent GPAs.
Results
PCAT scaled scores and entering GPAs were positively correlated with subsequent GPAs. Regression analyses showed the predictive value of the PCAT scores, especially in combination with entering GPAs. Discriminant and diagnostic accuracy analyses supported these findings and provided practical suggestions regarding optimal PCAT scores for identifying students most likely to succeed.
Conclusion
Both PCAT scaled scores and entering cumulative GPAs showed moderate to strong predictive validity as indicators of candidates likely to succeed in pharmacy school.
PMCID: PMC1636944  PMID: 17136174
Pharmacy College Admission Test (PCAT); predictive validity
3.  Impact of Previous Pharmacy Work Experience on Pharmacy School Academic Performance 
Objectives
To determine whether students' previous pharmacy-related work experience was associated with their pharmacy school performance (academic and clinical).
Methods
The following measures of student academic performance were examined: pharmacy grade point average (GPA), scores on cumulative high-stakes examinations, and advanced pharmacy practice experience (APPE) grades. The quantity and type of pharmacy-related work experience each student performed prior to matriculation was solicited through a student survey instrument. Survey responses were correlated with academic measures, and demographic-based stratified analyses were conducted.
Results
No significant difference in academic or clinical performance between those students with prior pharmacy experience and those without was identified. Subanalyses by work setting, position type, and substantial pharmacy work experience did not reveal any association with student performance. A relationship was found, however, between age and work experience, ie, older students tended to have more work experience than younger students.
Conclusions
Prior pharmacy work experience did not affect students' overall academic or clinical performance in pharmacy school. The lack of significant findings may have been due to the inherent practice limitations of nonpharmacist positions, changes in pharmacy education, and the limitations of survey responses.
PMCID: PMC2865408  PMID: 20498735
work experience; performance admissions; academic performance; high-stakes testing
4.  Assessment of scientific thinking in basic science in the Iranian second national Olympiad 
BMC Research Notes  2012;5:61.
Background
To evaluate the scientific reasoning in basic science among undergraduate medical students, we established the National Medical Science Olympiad in Iran. In this Olympiad, the drawing of a concept map was used to evaluate a student's knowledge framework; students' ability in hypothesis generation and testing were also evaluated in four different steps. All medical students were invited to participate in this program. Finally, 133 undergraduate medical students with average grades ≥ 16/20 from 45 different medical schools in Iran were selected. The program took the form of four exams: drawing a concept map (Exam I), hypothesis generation (Exam II), choosing variables based on the hypothesis (Exam III), measuring scientific thought (Exam IV). The examinees were asked to complete all examination items in their own time without using textbooks, websites, or personal consultations. Data were presented as mean ± SE of each parameter. The correlation coefficient between students' scores in each exam with the total final score and average grade was calculated using the Spearman test.
Results
Out of a possible score of 200, the mean ± SE of each exam were as follows: 183.88 ± 5.590 for Exam I; 78.68 ± 9.168 for Exam II; 92.04 ± 2.503 for exam III; 106.13 ± 2.345 for Exam IV. The correlation of each exam score with the total final score was calculated, and there was a significant correlation between them (p < 0.001). The scatter plot of the data showed a linear correlation between the score for each exam and the total final score. This meant that students with a higher final score were able to perform better in each exam through having drawn up a meaningful concept map.
The average grade was significantly correlated with the total final score (R = 0.770), (p < 0.001). There was also a significant correlation between each exam score and the average grade (p < 0.001). The highest correlation was observed between Exam I (R = 0.7708) and the average grade. This means students with higher average grades had better grades in each exam, especially in drawing the concept map.
Conclusions
We hope that this competition will encourage medical schools to integrate theory and practice, analyze data, and read research articles. Our findings relate to a selected population, and our data may not be applicable to all medical students. Therefore, further studies are required to validate our results.
doi:10.1186/1756-0500-5-61
PMCID: PMC3292993  PMID: 22270104
5.  Predicting Performance in the First-Year of Pharmacy School 
Objectives. To determine the predictive validity of the Pharmacy College Admission Test (PCAT) scores and other variables for students’ success in the first year of doctor of pharmacy (PharmD) programs.
Methods. PCAT scores, entering grade-point averages (GPAs), demographic characteristics, and GPAs for the first year of pharmacy curriculum were collected from the Pharmacy College Application Service (PharmCAS) and from 22 pharmacy programs.
Results. PCAT scores and entering GPAs were positively correlated with subsequent GPAs after the first year. Regression analyses showed the contribution of PCAT scores and entering GPAs in predicting first-year pharmacy GPAs.
Conclusions. PCAT scores and prepharmacy GPAs both showed moderate predictive validity in indicating candidates likely to succeed in the first year of the pharmacy program. These findings are consistent with those of previous similar studies.
doi:10.5688/ajpe75581
PMCID: PMC3142965  PMID: 21829255
Pharmacy College Admission Test; predictive validity; grade point average; assessment; student performance
6.  Predictors of Preclinical and Clinical Performance of Minority Medical Students 
Although several studies have examined the relationship between minority students' admissions profiles and performance in the preclinical curriculum, there is a dearth of information about the ability of admissions variables to predict performance in the clerkships and on National Boards, Part II. Consistent with other research, a study of 59 minority students at the Albert Einstein College of Medicine found that the Medical College Aptitude Test (MCAT) chemistry score is the most consistent predictor of performance on internal examinations in years 1 and 2, and on National Boards, Part I. On the Part II examination, however, the only significant correlation is with the MCAT reading score, while the MCAT quantitative score and the recommendation of the premedical advisor are the best predictors of clerkship grades. Since students' mean MCATs and grade point averages (GPAs) are similar to those of all minority students accepted to medical schools in 1982, these findings may be generalized to that larger population.
PMCID: PMC2571388  PMID: 3746929
7.  Comparison of communication skills between medical students admitted after interviews or on academic merits 
BMC Medical Education  2012;12:46.
Background
Selection of the best medical students among applicants is debated and many different methods are used. Academic merits predict good academic performance, but students admitted by other pathways need not be less successful. The aim of this study, was to compare communication skills between students admitted to medical school through interviews or on academic merits, respectively.
Methods
A retrospective cohort study. Communication skills at a surgical OSCE in 2008 were assessed independently by two observers using an evaluative rating scale. Correlations, t-tests and multivariate analyses by logistic regressions were employed. Academic merits were defined as upper secondary school grade point average (GPA) or scores from the Swedish Scholastic Assessment Test (SweSAT).
Results
The risk of showing unsatisfactory communicative performance was significantly lower among the students selected by interviews (OR 0.32, CI95 0.12-0.83), compared to those selected on the basis of academic merits. However, there was no significant difference in communication skills scores between the different admission groups; neither did the proportion of high performers differ. No difference in the result of the written examination was seen between groups.
Conclusions
Our results confirm previous experience from many medical schools that students selected in different ways achieve comparable results during the clinical semesters. However, selection through interview seems to reduce the number of students who demonstrate inferior communication skills at 4th year of medical school.
doi:10.1186/1472-6920-12-46
PMCID: PMC3503650  PMID: 22726308
8.  The impact of nonacademic variables on performance at two medical schools. 
Recent research shows that nonacademic variables must be taken into account when analyzing the indicators of medical student success. However, most previous studies have been limited to a single institution or population. This study investigated the relationship between nonacademic variables and performance at two very different medical schools. The Noncognitive Questionnaire was administered to 104 students at School A (predominantly white and historically oriented toward women) and 102 at School B (predominantly black). Correlation and multiple regression analyses were conducted to determine the relationship among nonacademic variables, undergraduate academic variables (Medical College Admission Test, undergraduate grade point average, and college quality), basic science grades, and US Medical Licensure Exam Step I (USMLE 1) scores. At School A, leadership/decisiveness, expected difficulty, and motivation predicted higher USMLE I scores and higher basic science grades each semester. At School B, expected difficulty was correlated with higher first semester grades only. For School A women, initiative/commitment was positively associated with both higher grades and higher USMLE scores. For black students of School B, expected difficulty was positively associated with higher grades. Identifying school-specific nonacademic variables of performance is critical to developing improved student support services.
PMCID: PMC2608243  PMID: 9094842
9.  Predictors of Academic Success in a Doctor of Pharmacy Program 
Objectives
To evaluate the correlation between specific prepharmacy college variables and academic success in the Texas Tech doctor of pharmacy degree program.
Methods
Undergraduate and pharmacy school transcripts for 424 students admitted to the Texas Tech doctor of pharmacy degree program between May 1996 and May 2001 were reviewed in August of 2005. Statistical analyses were performed using SPSS Release 11.5. The undergraduate college variables included prepharmacy grade point-average (GPA), organic chemistry school type (2- or 4-year institution), chemistry, biology, and math courses beyond required prerequisites, and attainment of a bachelor of science (BS), bachelor of arts (BA), or master of science (MS) degree. Measurements of academic success in pharmacy school included cumulative first-professional year (P1) GPA, cumulative GPA (grade point average of all coursework finished to date), and graduation without academic delay or suspension.
Results
Completing advanced biology courses and obtaining a BS degree prior to pharmacy school were each significantly correlated with a higher mean P1 GPA. Furthermore, the mean cumulative GPA of students with a BS degree was 86.4 versus cumulative GPAs of those without a BS degree which were 84.9, respectively (p = 0.039). Matriculates with advanced prerequisite biology coursework or a BS degree prior to pharmacy school were significantly more likely to graduate from the doctor of pharmacy program without academic delay or suspension (p = 0.021 and p = 0.027, respectively). Furthermore, advanced biology coursework was significantly and independently associated with graduating on time (p = 0.044).
Conclusions
Advanced biology coursework and a science baccalaureate degree were significantly associated with academic success in pharmacy school. On multivariate analysis, only advanced biology coursework remained a significant predictor of success.
PMCID: PMC1637008  PMID: 17149435
academic success; pharmacy students; grade point average; graduation; prerequisites; performance
10.  Preadmission Criteria as Predictors of Academic Success in Entry-Level Athletic Training and Other Allied Health Educational Programs 
Journal of Athletic Training  2001;36(2):141-144.
Objective:
To investigate preadmission criteria, Scholastic Aptitude Test (SAT) scores, and high school grade point average (HSGPA) and to determine the ability of those criteria to predict the college grade point average (CGPA) of graduates from programs in athletic training and 5 other allied health disciplines.
Design and Setting:
Descriptive data, including age, sex, year of graduation, HSGPA, CGPA, and SAT scores (SAT mathematics [SATM], SAT verbal [SATV], and SAT total) were gathered from the files of graduates (1992 to 1997) of allied health education programs.
Subjects:
The complete records of 373 graduates (244 women and 129 men) of 6 allied health education programs in athletic training, health management systems, occupational therapy, perfusion technology, physician assistant, and physical therapy were used in this study. Subjects with incomplete files were excluded from this study.
Measurements:
We collected data from official college transcripts, official high school transcripts, and SAT scores reported to the university. Descriptive statistics, analysis of variance, Pearson correlation, and stepwise forward regression analyses were used to determine the ability of SATV score, SATM score, and HSGPA to predict CGPA.
Results:
Both SATV score and HSGPA were found to predict 14% of the variance in student success (CGPA) in all allied health programs; however, only HSGPA was predictive of student success in athletic training (P = .00). Both SATV score and HSGPA were predictive of CGPA in both physical (P = .02 and .03, respectively) and occupational (P = .02 and .00, respectively) therapy graduates; however, they predicted only 12% and 21%, respectively, of the variance in CGPA. The SATM score was predictive of CGPA in both perfusion technology (P = .05) and physician assistant (P = .00) graduates, accounting for 7% and 18% of the variance in outcomes.
Conclusions:
Overall, HSGPA and SATV score were predictive of student success (CGPA) in the allied health group as a whole and should continue to be used as part of the process of admission in higher education until such time that more predictive criteria are determined. The HSGPA was predictive of CGPA (r 2 = 0.38) in athletic training graduates, predicting more than one third of the professional program success. Athletic training educators should continue to use HSGPA as a predictor of success; however, they may wish to establish similar baseline comparisons between athletic training and other disciplines at their schools before determining the importance of standardized preadmission criteria for future students. This work should be considered a pilot study for the profession of athletic training and should be repeated at individual schools to determine the findings' applicability to other athletic training education programs.
PMCID: PMC155524  PMID: 12937454
predictors of academic success; admission criteria; grade point average; Scholastic Aptitude Test
11.  Biology Intensive Orientation for Students (BIOS): A Biology “Boot Camp” 
CBE— Life Sciences Education  2007;6(2):172-178.
The Biology Intensive Orientation for Students (BIOS) Program was designed to assess the impact of a 5-d intensive prefreshman program on success and retention of biological science majors at Louisiana State University. The 2005 pilot program combined content lectures and examinations for BIOL 1201, Introductory Biology for Science Majors, as well as learning styles assessments and informational sessions to provide the students with a preview of the requirements of biology and the pace of college. Students were tracked after their BIOS participation, and their progress was compared with a control group composed of students on the BIOS waiting list and a group of BIOL 1201 students who were identified as the academic matches to the BIOS participants (high school GPA, ACT score, and gender). The BIOS participants performed significantly better on the first and second exams, they had a higher course average, and they had a higher final grade than the control group. These students also had higher success rates (grade of “A,” “B,” or “C”) during both the fall and spring semesters and remained on track through the first semester of their sophomore year to graduate in 4 yr at a significantly higher rate than the control group.
doi:10.1187/cbe.06-08-0184
PMCID: PMC1885899  PMID: 17548879
12.  Pharmacy Curriculum Outcomes Assessment for Individual Student Assessment and Curricular Evaluation 
The Pharmacy Curriculum Outcomes Assessment (PCOA) is a standardized examination for assessing academic progress of pharmacy students. Although no other national benchmarking tool is available on a national level, the PCOA has not been adopted by all colleges and schools of pharmacy. Palm Beach Atlantic University (PBAU) compared 2008-2010 PCOA results of its P1, P2, and P3 students to their current grade point average (GPA) and to results of a national cohort. The reliability coefficient of PCOA was 0.91, 0.90, and 0.93 for the 3 years, respectively. PBAU results showed a positive correlation between GPA and PCOA scale score. A comparison of subtopic results helped to identify areas of strengths and weaknesses of the curriculum. PCOA provides useful comparative data that can facilitate individual student assessment as well as programmatic evaluation. There are no other standardized assessment tools available. Despite limitations, PCOA warrants consideration by colleges and schools of pharmacy. Expanded participation could enhance its utility as a meaningful benchmark.
PMCID: PMC3058432  PMID: 21436924
curricular outcomes; assessment; milemarker; benchmark; Pharmacy Curriculum Outcomes Assessment
13.  High School Classmates and College Success 
Sociology of education  2009;82(4):287-314.
This paper uses administrative data from the University of Texas-Austin to examine whether the number of same high school classmates at college entry influences college achievement, measured by grade point average (GPA) and persistence. For each freshman cohort from 1993 through 2003 we calculate the number and ethnic makeup of college freshmen from each Texas high school. Empirical specifications include high school fixed effects to control for unobservable differences across schools that influence both college enrollment behavior and academic performance. Using an instrumental variables/fixed effects estimation strategy, we also evaluate whether “marginal” increases in the number of high school classmates influence college grades. Results show that students who arrive on campus with a larger number of high school classmates outperform their counterparts from smaller high school cohorts. Average effects of larger high school cohorts on college achievement are small, but a marginal increase in the number of same-race classmates raises GPA by 0.1 point. Results provide suggestive evidence that minority academic benefits from larger high school cohorts are greater for minority compared with white students.
doi:10.1177/003804070908200401
PMCID: PMC3500972  PMID: 23172979
14.  Interactive Atlas of Histology 
Purpose:
An interactive atlas of histology was developed for online use by chiropractic students to enable them to practice and self-assess their ability to identify various histological structures. This article discusses the steps in the development, implementation, and usefulness of an interactive atlas of histology for students who take histology examinations.
Methods:
The atlas was developed by digitizing images imported through a video-microscope using actual microscope slides. Leica EWS 2100 and PowerPoint software were used to construct the atlas. The usefulness of the atlas was assessed through a comparison of histology exam scores between four classes before and four classes after the use of the atlas. Analysis of admissions data, including overall grade point average (GPA), science and nonscience GPA, and a number of course units, was done initially to avoid any identifiable differences in the academic competency between the two being compared. A survey of the students was also done to assess atlas usefulness and students' satisfaction with the atlas.
Results:
Analysis of histology exam scores showed that the average scores in the lab exam were significantly higher for the classes that used the atlas. Survey results showed a high level of student satisfaction with the atlas.
Conclusion:
The development and use of an online interactive atlas of histology for chiropractic students helped to improve lab exams scores. In addition, students were satisfied with the features and usefulness of this atlas.
PMCID: PMC2384180  PMID: 18483638
atlases [publication type]; chiropractic; education; histology; technology
15.  Predictors of Attrition and Academic Success of Medical Students: A 30-Year Retrospective Study 
PLoS ONE  2012;7(6):e39144.
Aim
To determine attrition and predictors of academic success among medical students at University of Split, Croatia.
Methods
We analysed academic records of 2054 students enrolled during 1979–2008 period.
Results
We found that 26% (533/2054) of enrolled students did not graduate. The most common reasons for attrition were ‘personal’ (36.4%), transfer to another medical school (35.6%), and dismissal due to unsatisfactory academic record (21.2%). Grade point average (GPA) and study duration of attrition students were significantly associated with parental education. There were 1126 graduates, 395 men and 731 women. Their average graduation GPA was 3.67±0.53 and study duration 7.6±2.44 years. During 5-year curriculum only 6.4% (42/654) of students graduated in time, and 55% (240/472) of students graduated in time after curriculum was extended to 6 years. Variables predicting whether a student will graduate or not were high school grades, entrance exam score and year of enrollment. Significant predictors of graduation grades were high school grades and entrance exam score. Entrance exam score predicted length of studying.
Conclusion
Preadmission academic qualifications and year of enrollment predict academic success in medical school. More attention should be devoted to high attrition.
doi:10.1371/journal.pone.0039144
PMCID: PMC3377595  PMID: 22737228
16.  Factors That Affect Academic Performance Among Pharmacy Students 
Objective
The objective of this study was to examine factors such as academic competence, test competence, time management, strategic studying, and test anxiety, and identify whether these factors could distinguish differences among students, based on academic performance and enrollment in the experiential program.
Methods
A cross-sectional study design utilizing questionnaires measuring previously validated constructs was used to evaluate the effect of these factors on students with low and high cumulative grade point averages (GPAs). Pharmacy students (N = 198) enrolled at the University of Houston participated in the study.
Results
Academic performance was significantly associated with factors such as academic competence and test competence. Students with a cumulative GPA of 3.0 or greater significantly differed in their level of test competence than those with a GPA of less than 3.0. Students enrolled in their experiential year differed from students enrolled in their second year of curriculum on factors such as test anxiety, academic competence, test competence, and time management skills.
Conclusion
Test competence was an important factor to distinguish students with low vs. high academic performance. Factors such as academic competence, test competence, test anxiety and time management improve as students' progress in their experiential year.
PMCID: PMC1637000  PMID: 17149433
academic performance; academic competence; test competence; time management; strategic studying; test anxiety
17.  The Predictive Utility of Nontraditional Test Scores for First-Year Pharmacy Student Academic Performance 
Objectives
To determine the value of employing the Learning and Study Strategies Inventory (LASSI), Defining Issues Test (DIT), and Watson-Glaser Critical Thinking Appraisal (WGCTA) in predictive models for first-year pharmacy student academic performance.
Methods
Six years of pharmacy student admission and progression data were evaluated. Additional predictive validity offered by these variables over a model of prepharmacy grade point average and pharmacy college admission test (PCAT) score was examined.
Results
None of the 3 measures offered the ability to predict first-semester or first-year academic performance over and above GPA and PCAT.
Conclusions
The LASSI, DIT, and WGCTA do not appear to assess abilities that are directly related to academic performance; however, these instruments may be useful in assessing other student attributes that are highly desirable for the practice of pharmacy.
PMCID: PMC1803690  PMID: 17332854
Learning and Study Strategies Inventory (LASSI); Defining Issues Test (DIT); Watson-Glaser Critical Thinking Appraisal (WGCTA); academic progression, admission requirements, grade point average (GPA); pharmacy college admission test (PCAT), performance, admission
18.  Admission Variables Predictive of Academic Struggle in a PharmD Program 
Objective. To characterize and describe admission variables predictive of poor grade attainment by students in 2 pathways to a doctor of pharmacy (PharmD) program.
Methods. A retrospective analysis of course grades of PharmD students admitted from 2000 to 2009 (N= 1,019) in the traditional degree pathway (“1 plus 5” degree program) and the provisional pathway (admitted directly from high school) was performed.
Results. Four hundred three grades of D or less were earned by 183 (18%) students. There were more grades of D or less in the first pharmacy year. Receipt of an unsatisfactory grade was associated with all Pharmacy College Admission Test (PCAT) subcategory scores, PCAT composite score, cumulative prepharmacy coursework hours, prepharmacy grade point average (GPA), prepharmacy science and math GPA, and interview score for accepted students in the traditional pathway. For students in the provisional pathway, PCAT-quantitative analysis, PCAT composite score, prepharmacy cumulative GPA, prepharmacy science and math GPA, English American College Testing (ACT) score, and composite ACT score predicted poor grades.
Conclusion. Admissions committees should heed PCAT scores and GPAs, regardless of program pathway, while progression committees should focus on early program coursework when designing strategies to optimize retention.
doi:10.5688/ajpe7718
PMCID: PMC3578340  PMID: 23459593
admission; pharmacy students; grades; academic performance; retention
19.  DOES ACADEMIC PERFORMANCE IN THE PREMEDICAL YEAR PREDICT THE PERFORMANCE OF THE MEDICAL STUDENT IN SUBSEQUENT YEARS? 
Background:
Student admission into the College of Medicine at King Saud University (KSU) is dependent on the achievement of a grade point average (GPA) of ≥3.5 /5 by the end of the premedical year. This study was undertaken to ascertain whether pre-selected medical students who achieve a relatively low GPA (≤3.75/5) in the premedical year are at risk of having academic difficulties in subsequent years.
Method:
A cross-sectional study of all students admitted to the College of Medicine at KSU during 5 academic years (1994 to 1998) was conducted in 2004. The likelihood of completing the program by 2004 and the dropout frequency were compared in the two groups based on their GPA in the premedical year: High GPA (>3.75) and Low GPA (≤3.75).
Results:
During the study period, 739 students were admitted to the college. Of these, 619 (84%) were in High GPA group, and 120 (16%) in the Low GPA group. Of the students with High GPA, 545 (88%) out of 619 graduated compared with 79 (66%) of 120 in the Low GPA group (OR 3.822 [95% CI: 2.44, 5.99]: P<0.0001). Overall, 28 students (3.8%) dropped out, but there was a significantly greater frequency of dropping out in the Low GPA group (10/120; 8.3%) compared with the High GPA group (18/619; 2.9%: OR 3.035 [95% CI: 1.37, 6.75], P=0.01).
Conclusion:
Our results support the prerequisite of a minimum GPA in the premedical year before proceeding to the higher levels. The GPA of premedical year is a useful predictor of students who need close monitoring and academic support. The use of GPA in the premedical year for admission into medical colleges should help optimize the use of resources and reduce student wastage.
PMCID: PMC3377026  PMID: 23012172
Medical student selection; GPA; Pre-medical year; drop-out; academic performance
20.  Internship workplace preferences of final-year medical students at Zagreb University Medical School, Croatia: all roads lead to Zagreb 
Background
Human resources management in health often encounters problems related to workforce geographical distribution. The aim of this study was to investigate the internship workplace preferences of final-year medical students and the reasons associated with their choices.
Method
A total of 204 out of 240 final-year medical students at Zagreb University Medical School, Croatia, were surveyed a few months before graduation. We collected data on each student's background, workplace preference, academic performance and emigration preferences. Logistic regression was used to analyse the factors underlying internship workplace preference, classified into two categories: Zagreb versus other areas.
Results
Only 39 respondents (19.1%) wanted to obtain internships outside Zagreb, the Croatian capital. Gender and age were not significantly associated with internship workplace preference. A single predictor variable significantly contributed to the logistic regression model: students who believed they would not get the desired specialty more often chose Zagreb as a preferred internship workplace (odds ratio 0.32, 95% CI 0.12–0.86).
Conclusion
A strong preference for Zagreb as an internship workplace was recorded. Uncertainty about getting the desired specialty was associated with choosing Zagreb as a workplace, possibly due to more extensive and diverse job opportunities.
doi:10.1186/1478-4491-4-7
PMCID: PMC1456985  PMID: 16579857
21.  Can the academic background of medical graduates be detected during internship? 
Performance ratings were obtained by the clinical supervisors of four graduated classes of McMaster University medical students during internship. The supervisors detected no difference in performance between the graduates who met the "traditional" admissions criteria (both an undergraduate grade point average of 3.1 or greater on a 4-point scale and previous training in biology, general and organic chemistry, and physics) and those who lacked one or both of these prerequisites. These data suggest that medical schools can expand their admissions criteria without fearing that their graduates will perform less well as interns because of a lack of traditional academic preparation for medical school.
PMCID: PMC1875582  PMID: 6883258
22.  Diversity Characteristics of the 2008-2009 Pharmacy College Application Service Applicant Pool 
Objective. To characterize the 2008-2009 Pharmacy College Application Service (PharmCAS) applicant pool in terms of diversity-related variables compared with admissions-related variables.
Methods. The relationships between the diversity variables of ethnicity, gender, parental education, and prepharmacy education, and the admissions-related variables of grade point average (GPA), pharmacy college admission test (PCAT) score, and acceptance rates were evaluated.
Results. There were 16,246 applicants to PharmCAS during the 2008-2009 pharmacy college and school admission cycle. Female applicants and non-underrepresented minorities (non-URMs) achieved higher mean GPAs, and male applicants and non-URMs had higher mean PCAT scores. Higher parental education was associated with higher mean GPA and PCAT scores. Mean PCAT score and GPA increased as prepharmacy education increased, with the exception of a bachelor’s degree, which was associated with a lower GPA. Acceptance rates were higher among female applicants, non-URMs, and applicants with higher prepharmacy education and parental education.
Conclusions. Female applicants, non-URMs, applicants with higher than a bachelor’s degree, and applicants whose parents attained a doctoral degree were associated with higher mean GPAs and PCAT scores and were accepted to a higher proportion of the colleges and schools to which they applied. Colleges and schools of pharmacy can use these data as a benchmark when evaluating admissions processes.
doi:10.5688/ajpe768151
PMCID: PMC3475780  PMID: 23129850
PharmCAS; admissions; applicant; diversity; minority
23.  Moderating Effects of Personality on the Genetic and Environmental Influences of School Grades Helps to Explain Sex Differences in Scholastic Achievement 
European journal of personality  2008;22(3):247-268.
Girls consistently achieve higher grades than boys despite scoring lower on major standardized tests and not having higher IQs. Sex differences in non-cognitive variables such as personality might help to account for sex differences in grades. Utilizing a large sample of 17 year-old twins participating in the Minnesota Twin Family Study (MTFS), we examined the roles of Achievement Striving, Self-Control, and Aggression on sex differences in grade point average (GPA). Each personality trait was a significant predictor of GPA, with sex differences in Aggression accounting for one-half the sex difference in GPA and genetic variance accounting for most of the overlap between personality and GPA. Achievement Striving and Self-Control moderated the genetic and environmental influences on GPA. Specifically, for girls but not boys, higher Achievement Striving and Self-Control were associated with less variability in GPA and greater genetic and environmental overlap with GPA. For girls, certain personality traits operate to shape a context yielding uniformly higher GPA, a process that seems absent in boys.
PMCID: PMC2836730  PMID: 20228967
grade point average; personality; sex differences; gene-environment interactions and correlations
24.  Evaluating Distance Learning in Health Informatics Education 
The purpose of this study was to compare academic performance between distance-learning and on-campus health informatics students. A quantitative causal-comparative research design was utilized, and academic performance was measured by final GPA scores and Registered Health Information Administrator certification exam scores. Differences in previous academic performance between the two groups were also determined by comparing overall admission GPA and math/science admission GPA. The researchers found no difference in academic performance between the two groups when final GPA scores and total certification scores were compared. However, there were statistically significant differences between the two groups in 4 of the 17 sub-domains of the certification examination, with the on-campus students scoring slightly higher than the distance students. Correlation studies were also performed, and the researchers found significant correlations between overall admission GPA, math/science admission GPA, final GPA, and certification scores.
PMCID: PMC2366082  PMID: 18458788
Health informatics; distance learning; distance education; academic performance; comparative studies; allied health
25.  Differences in Learning and Study Strategies Inventory Scores Between Chiropractic Students With Lower and Higher Grade Point Averages* 
Purpose:
This pilot study was designed to investigate the relationship between chiropractic students' learning and study strategies and academic performance. Differences in strategic learning between chiropractic students with higher grade points averages (GPAs) and those with lower GPAs have not been previously reported.
Methods:
Fifty-seven consenting first-trimester chiropractic students self-administered the Learning and Study Strategies Inventory (LASSI). Differences between high and low GPA groups were evaluated for 10 subtests and three factors using independent samples t-tests.
Results:
The high GPA group scored significantly higher (p < .05) on LASSI subtests Anxiety, Attitude, Concentration, Motivation, Test Strategies, and Selecting Main Ideas, and on factors Effort-Related Activities and Goal Orientation. No differences between groups were found for subtests Information Processing, Self-Testing, Study Aids, and Time Management or for the Cognitive Activities factor.
Conclusions:
The results of this study show that differences in LASSI subtest and factor scores are associated with academic performance. For the participants studied, motivational and affective aspects of strategic learning contributed to higher academic performance, whereas cognitive strategies did not. Higher performing students utilized Effort-Related and Goal Orientation learning strategies at significantly higher levels than lower performing students. The LASSI may be useful in identifying students who could benefit from learning and study skills development. Longitudinal study is recommended to investigate the effects of students' learning and study strategies on different academic content domains as well as the effects of strategic study and learning skills training on academic performance.
PMCID: PMC3113624  PMID: 21677867
Chiropractic; Education; Education; Medical; Learning; Study Skills

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