Do psychosocial and study skill factors predict college outcomes? A meta-analysis

This study examines the relationship between psychosocial and study skill factors (PSFs) and college outcomes by meta-analyzing 109 studies. On the basis of educational persistence and motivational theory models, the PSFs were categorized into 9 broad constructs: achievement motivation, academic goals, institutional commitment, perceived social support, social involvement, academic self-efficacy, general self-concept, academic-related skills, and contextual influences. Two college outcomes were targeted: performance (cumulative grade point average; GPA) and persistence (retention). Meta-analyses indicate moderate relationships between retention and academic goals, academic self-efficacy, and academic-related skills (ps =.340,.359, and.366, respectively). The best predictors for GPA were academic self-efficacy and achievement motivation (ps =.496 and.303, respectively). Supplementary regression analyses confirmed the incremental contributions of the PSF over and above those of socioeconomic status, standardized achievement, and high school GPA in predicting college outcomes.     

Accountancy, teaching methods, sex, and American College Test scores

This study examines the significance of sex, methodology, academic preparation, and age as related to development of judgmental and problem-solving skills. Sex, American College Test (ACT) Mathematics scores, Composite ACT scores, grades in course work, grade point average (GPA), and age were used in studying the effects of teaching method on 96 students' ability to analyze data in financial statements. Results reflect positively on accounting students compared to the general college population and the women students in particular.     

Utilizing Need for Cognition and Perceived Self‐Efficacy to Predict Academic Performance1

A study was conducted to determine whether academic performance could be predicted on the bases of the constructs need for cognition (NFC) and academic self‐efficacy. Two hypotheses were generated: Positive correlations will be found between academic self‐efficacy, NFC, and grade point average (GPA); and efficacy and NFC will serve as significant predictors of GPA. The path mediation technique recommended by Baron & Kenny (1986) for testing mediated relationships was also performed in order to assess the causal direction of the NFC and academic self‐efficacy variables. Participants were 138 undergraduate students. The first hypothesis was generally supported in that significant correlations were found between NFC, efficacy beliefs, and GPA. In support of the second hypothesis, path analysis revealed that NFC and academic self‐efficacy were significant predictors of GPA. Furthermore, the NFC‐GPA relationship was shown to be mediated by efficacy beliefs.     

“Where there is a will, there is an A”: examining the roles of self-efficacy and self-concept in college students’ current educational attainment and career planning

As previous research indicates self-efficacy and self-concept have similar effects on achievement outcomes, the current study investigated the differential effects of both constructs on academic performance and career path certainty in college freshmen. Results indicated high school GPA was best predicted by general self-efficacy, whereas current GPA was most strongly related to self-efficacy for learning. However, academic competence did not moderate either self-efficacy or academic performance. Career path certainty was best explained by general self-efficacy and job competence, and scholastic competence best predicted current academic performance. Yet, no mediation effect was found for general self-efficacy amongst the variables of self-concept, academic performance, and career path certainty.     

The relationship of academic self-efficacy to class participation and exam performance

This study examined the relationship of academic self-efficacy to engagement in class discussion and performance on major course exams among students (N = 165) in an undergraduate human development course. Cluster analysis was used to identify three levels of academic self-efficacy: high (n = 34), medium (n = 91), and low (n = 40). Results indicated that high, medium, and low academic self-efficacy all significantly predicted levels of student participation and exam performance, but the directionality of group placement on the academic measures was different for students at the high self-efficacy level versus those at the low and mid self-efficacy levels. Cluster analysis was also used to divide students into high, medium, and low grade-point average (GPA). These groups did not differ significantly on either self-efficacy or class participation but did differ on exam performance. Within GPA levels, self-efficacy was most strongly related to class participation and exam performance at the highest level of GPA and least related at the lowest level of GPA.     

A Case Illustrating the Concept of the Alpha Schizophrenic

The construct validity of the Academic Self-Concept Scale (Reynolds, in press) as a measure of an academic facet of general self-concept in college students was examined. Subjects were 589 undergraduate students from three colleges. Convergent validity was demonstrated in the form of correlations between the academic self-concept measure and subjects' grade point average (GPA), and scores on measures of general self-concept and locus of control. A multiple regression analysis of the Academic Self-Concept Scale produced a multiple correlation of .59 with GPA and general self-concept. Discriminant validity was shown via low correlations between academic self-concept and measures of mental ability and social desirability. As expected, differences in academic self-concept between year levels in college were also found. Factor analysis of the Academic Self-Concept Scale and subsequent oblique rotation resulted in seven interpretable factors. The results of this investigation lend support for the construct validity of the Academic Self-Concept Scale.     

A longitudinal test of social cognitive career theory's academic persistence model among Latino/a and White men and women engineering students

This study tested Social Cognitive Career Theory's (SCCT) academic persistent model among engineering students from a longitudinal perspective and examined whether relations among the variables in the model differed between Whites and Latinos/as and between men and women engineering majors. Three hundred fifty engineering student participants (172 Latino/as; 155 Whites; 23 mixed race) who were attending a Hispanic-serving institution in the Southwest completed measures of math/science ACT, college GPA, engineering self-efficacy, engineering goals, and persistence. The academic persistence model within the engineering domain provided an excellent fit to the data. Significant group differences between women and men were found; however, there were no group differences across ethnicity. Implication for further research and interventions based on SCCT's academic persistence model are discussed in relation to academic persistence in engineering for women and Latinos/as.     

Academic growth curve trajectories from 1st grade to 12th grade: effects of multiple social risk factors and preschool child factors

This study examined the main and interactive effects of multiple social risk factors and the preschool child factors of IQ and mental health on students' academic trajectories from 1st grade to 12th grade. A multiple risk score summarizing 10 environmental risk factors was calculated at 4 years of age for 145 families. Hierarchical linear modeling showed that high-risk students had lower grades and more absences from 1st grade to 12th grade than did low-risk students. Significant interactions between risk and child factors for students' grade point average (GPA) revealed that child factors had significant effects only for low-risk students. Higher IQ and better mental health improved the GPA trajectories of low-risk children but did not influence the GPA trajectories of high-risk children.     

Behavioral and physiological correlates of stress related to examination performance in college chemistry students

This study was designed to assess physiological and behavioral correlates of academic stress during a college course in organic chemistry in the USA. Participants (45 females, 46 males, mean age 19.88 years) were screened for their basal hypothalamic-pituitary-adrenocortical activity using saliva samples collected at the beginning of the course and after each major test. Displacement activities (DAs) were observed during each test by videotaping students' behavior when they were taking the tests. These variables were then used as predictors of the students' achievement as measured by their grade point average (GPA) scores, American College Testing (ACT) scores, and their final grade in the class. Ninety-one students, enrolled in Organic Chemistry I at Marshall University during the summer of 2009, were recruited for this study. It was found that individual differences in the physiological stress responses are a factor in predicting the students' ability to pass a challenging class. A logistic model built on GPA, DAs during stress, and salivary hormone (cortisol and dehydroepiandrosterone) concentrations was able to correctly classify almost 90% of the students passing the class. The same model was not nearly as successful in determining the possible factors behind failing the class, because the classification success was just 52%, a figure close to chance. We conclude that a clear set of characteristics related to the students' ability and resilience to psychological stress are necessary to succeed in a challenging class. The reason behind dropping or failing a class could be less defined. These data indicated that investigating the physiological and behavioral propensities associated with psychological stress can help us better understand an individual's coping responses to a long-term challenging situation.     

Parental Characteristics,Ecological Factors,and the Academic Achievement of African American Males

Parental characteristics, ecological factors, and the academic achievement of African American male high school students were examined. One hundred fifty‐three 11th and 12th grade African American males completed the Parenting Style Index ( Steinberg, Lamborn, Darling, Mounts, & Dornbusch, 1994 ) and a demographic questionnaire. Results indicated no significant relationship between parenting styles and enrollment in honors courses. However, the results indicated that fathers’ education level and two‐parent family structures are positive predictors of grade point average (GPA), and fathers’ expectations is a negative predictor of GPA. Implications for counselor practice and research are delineated.     

Identifying the necessary and sufficient number of risk factors for predicting academic failure

Identifying the point at which individuals become at risk for academic failure (grade point average [GPA] < 2.0) involves an understanding of which and how many factors contribute to poor outcomes. School-related factors appear to be among the many factors that significantly impact academic success or failure. This study focused on 12 school-related factors. Using a thorough 5-step process, we identified which unique risk factors place one at risk for academic failure. Academic engagement, academic expectations, academic self-efficacy, homework completion, school relevance, school safety, teacher relationships (positive relationship), grade retention, school mobility, and school misbehaviors (negative relationship) were uniquely related to GPA even after controlling for all relevant covariates. Next, a receiver operating characteristic curve was used to determine a cutoff point for determining how many risk factors predict academic failure (GPA < 2.0). Results yielded a cutoff point of 2 risk factors for predicting academic failure, which provides a way for early identification of individuals who are at risk. Further implications of these findings are discussed.     

Discrepancy Between Self‐Report and School‐Record Grade Point Average: Correlates With Psychosocial Outcomes Among African American Adolescents1

The purpose of this study is to better understand the implications for using self‐reported grade point average (GPA) versus school‐record GPA in academic achievement research. First, we found that nearly half the youths interviewed overreported their GPAs by at least 2 half grades. Second, youth who overreported their GPAs also reported less psychological distress, more successful academic beliefs, and fewer problem behaviors. Third, we found that self‐reported GPA was associated with all 3 sets of variables, but school‐record GPA was associated with only problem behaviors. The findings suggest that it may be useful for researchers to consider how different measures of GPA may influence their results.     

Emotionality, Emotion Regulation, and School Performance in Middle School Children

This research investigated the connections of middle school students' emotional dispositions and academic-related affect with their school performance. One hundred three 6th-8th grade students completed three self-rated assessments regarding: (a) their academic competency; (b) affective tendencies (both mood and emotion regulation); and (c) negative emotions experienced during school-related tasks. Teachers assessed students' positive and negative moods, and schools provided achievement test results and student grades as measures of cognitive ability/achievement and school performance, respectively. Results indicated that although students' emotion regulation, general affective dispositions, and academic affect were related to each other, each of these variables also made a unique significant contribution to students' GPA, over and above the influence of other cognitive contributors. Overall, these results provide support for the role of socio-emotional factors in students' school performance, while also clarifying some of the uniquely affective contributors (rather than relationships or goals) to that performance.     

An exploration into the influence of academic and social values, procrastination, and perceived school belongingness on academic performance

The results of a structural equation model showed that a tendency to procrastinate, assessed early in college students’ first term, was positively related to social values, assessed as concerns over social exclusion, but was negatively related to academic task values and grade goal-setting. The results suggest that procrastination may be a partial mediator of the influence of academic and social values on perceived school belongingness. In addition, the tendency to procrastinate had a direct negative relationship with self-regulatory self-efficacy and perceived school belongingness and was positively related to perceived stress near the end of the term. There was also a statistically significant negative total effect of procrastination on performance-approach and mastery-approach goal orientation and end-of-term grade point average (GPA). Statistically significant positive total effects of performance-approach and mastery-approach achievement goal orientations on GPA were found. However, while a statistically significant direct positive effect of performance-approach orientation on GPA was found, a direct relationship between mastery-approach orientation and GPA was not statistically significant.     

Academic performance and perceived validity of grades: an additional case for self-enhancement

The authors investigated the role of academic self-esteem and academic performance in U.S. college students' perceptions of the validity of their grades (overall grade point average [GPA]). A sample of 208 (80 male, 128 female) college students completed a survey that included an academic self-esteem scale and a measure of the perceived validity of grades. The authors assessed academic performance level by the participants' actual overall GPAs. The results of a hierarchical multiple regression analysis supported the weak form of self-enhancement theory (J. S. Shrauger, 1975). Thus, regardless of their self-esteem levels, the students with higher GPAs, compared with those with lower GPAs, tended to see the overall GPA as a more valid indicator of academic ability.     

Hardiness commitment,gender, and age differentiate university academic performance

Background The increasing diversity of students, particularly in age, attending university has seen a concomitant interest in factors predicting academic success. Aims This 2‐year correlational study examined whether age, gender (demographic variables), and hardiness (cognitive/emotional variable) differentiate and predict university final degree grade point average (GPA) and final‐year dissertation mark. Sample Data are reported from a total of 134 university undergraduate students. Method Participants provided baseline data in questionnaires administered during the first week of their second year of undergraduate study and gave consent for their academic progress to be tracked. Final degree GPA and dissertation mark were the academic performance criteria. Results Mature‐age students achieved higher final degree GPA compared to young undergraduates. Female students significantly outperformed their male counterparts in each measured academic assessment criteria. Female students also reported a significantly higher mean score on hardiness commitment compared to male students. Commitment was the most significant positive correlate of academic achievement. Final degree GPA and dissertation mark were significantly predicted by commitment, and commitment and gender, respectively. Conclusions The findings have implications for universities targeting academic support services to maximize student scholastic potential. Future research should incorporate hardiness, gender, and age with other variables known to predict academic success.     

教师关怀行为与学生学业成绩的关系:学习效能感的中介作用

采用教师关怀行为问卷、学生学习效能感问卷调查1430名中学生,考察教师关怀行为、学生学习效能感和学业成绩之间的关系.结果发现:(1)教师关怀行为的得分高于“3”,达到了3.54;学生的学习效能感的得分也比较高,得分为3.73;(2)教师关怀行为、学生学习效能感和学生的学业成绩及其各维度之间存在着显著的正相关;(3)学生学习效能感在教师关怀和学生的学业成绩之间起着部分中介作用,其中介效应值为0.25,并且学习效能感的两个维度中的学习能力效能感的中介效应(效应值为0.18)大于学习行为效能感(效应值为0.04)的中介效应.     

Holland's theoretical signs of consistency and differentiation and their relationship to academic potential and achievement

The study was designed to assess Holland's theoretical signs of consistency and differentiation as measures of academic aptitude and achievement. Holland postulates that levels of consistency and differentiation on the Self Directed Search (SDS) may be used to assess a person's educational-vocational potential, achievement, or status. Using the SDS and a sample of investigative male subjects (N = 127), Holland's theoretical signs of consistency and differentiation were tested on measures of academic aptitude and achievement over a four year college period. Academic aptitude was assessed by the Scholastic Aptitude Test (SAT) and academic achievement by cumulative grade point average (GPA) over a four year college period. The findings show significant differences on SAT scores for the sign of differentiation but no significant differences for GPA over a four year college period. The results also show no significant differences on SAT or GPA for the sign of consistency. Future research is recommended on Holland's theoretical signs before they can be incorporated into a complete and useful diagnostic system.     

Traditional and psychological factors associated with academic success: investigating best predictors of college retention

We compared factors that colleges have traditionally used to predict students’ academic success (ACT score and high school GPA) to non-traditional factors (perceived stress and grit, defined as having perseverance and passion for long-term goals) to determine best predictors of academic success, measured using college GPA and retention. We obtained data from 165 undergraduate students. Participants completed the Short Grit Scale and Perceived Stress Scale. We obtained participants’ college GPA, high school GPA, and ACT scores. We assessed longitudinally, 1.5 years later, whether participants were retained. ACT score and high school GPA were excellent predictors of college students’ GPA, but poor predictors of retention. Conversely, perceived stress and grit were poor predictors of college students’ GPA, but were statistically significant predictors of retention. Traditional factors, often used for college admissions, are less important than non-traditional, psychological factors, in predicting who will complete college. We discuss potential strategies for improving college retention.     

高中生物理和化学学科中同伴学业支持与学业情绪的关系:学习效能感的中介作用和性别的调节作用

研究发现学习效能感会受到同伴支持的影响,同时它又是影响学生学业状况的重要前因变量。根据控制价值理论,本研究通过对3329名高一和高二学生的调查,考察在物理和化学学科中,学习效能感是否会在同伴学业支持和学业情绪中起到中介作用。发现：(1)同伴学业支持和学习效能感呈显著正相关;两者与高兴学业情绪显著正相关,与厌倦学业情绪显著负相关;(2)在控制了年龄、年级、性别和地域后,学习效能感在同伴学业支持和高兴学业情绪中起部分中介作用,在同伴学业支持和厌倦学业情绪中起完全中介作用;(3)在物理学科中,性别调节了学习效能感和学业情绪的关系。本研究验证并拓展了控制价值理论,对于如何提高中学生物理和化学学习的积极情绪有借鉴意义。