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Fluid ability, crystallized ability, and performance across multiple domains: a meta-analysisPostlethwaite, Bennett Eugene 01 July 2011 (has links)
Cognitive ability is one of the most frequently investigated individual differences in management and psychology. Countless studies have demonstrated that tests measuring cognitive ability or intelligence predict a number of important real-world outcomes such as academic performance, vocational training performance, and job performance. Although the relationship between intelligence and real-world performance is well established, there is a lack of consensus among scholars with regard to how intelligence should be conceptualized and measured. Of the more traditional theories of intelligence, two perspectives are particularly dominant: the Cattell-Horn model of fluid and crystallized intelligence and the theory of General Cognitive Ability (GCA or g). Fluid ability (Gf) represents novel or abstract problem solving capability and is believed to have a physiological basis. In contrast, crystallized ability (Gc) is associated with learned or acculturated knowledge. Drawing on recent research in neuroscience, as well as research on past performance, the nature of work, and expert performance, I argue that compared to measures of fluid ability, crystallized ability measures should more strongly predict real-world criteria in the classroom as well as the workplace. This idea was meta-analytically examined using a large, diverse set of over 400 primary studies spanning the past 100 years. With regard to academic performance, measures of fluid ability were found to positively predict learning (as measured by grades). However, as hypothesized, crystallized ability measures were found to be superior predictors of academic performance compared to their fluid ability counterparts. This finding was true for both high school and college students. Likewise, similar patterns of results were observed with regard to both training performance and job performance. Again, crystallized ability measures were found to be better predictors of performance than fluid measures. This finding was consistent at the overall level of analysis as well as for medium complexity jobs. These findings have important implications for both intelligence theory and selection practice.
Contemporary intelligence theory has placed great emphasis on the role of fluid ability, and some researchers have argued that Gf and g are essentially the same construct. However, the results of this study, which are based on criterion-related validities rather than factor-analytic evidence, demonstrate that Gc measures are superior predictors in comparison to Gf measures. This is contrary to what one would expect if Gf and g were indeed the same construct. Rather, the findings of this study are more consistent with General Cognitive Ability theory, which predicts that Gc indicators will be the best predictors of future learning and performance. Given that Gc measures demonstrate higher criterion-related validities than Gf measures, Gc measures are likely to be preferred for selection purposes. Further, Gf scores are known to decline with age while Gc scores remain relatively stable over the lifespan. Thus, when used for selection purposes, Gf tests may underpredict the performance of older workers. In contrast, research has shown that Gc measures are predictively unbiased. Additional implications for theory and practice are discussed, along with study limitations and opportunities for future research.
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An Examination of the Relationship Between Personality and Citizenship Performance in Academic and Workplace SettingsPoropat, Arthur Eugene, n/a January 2005 (has links)
For decades, there has been substantial research showing that ability tests effectively predict what people can do, but it is only in the last fifteen years that it has come to be generally accepted that personality is a useful predictor of what they will do. Much of this change in appreciation of the role of personality in predicting performance has been attributed to the application of the Five-Factor Model (FFM) of personality to personality-performance research. The FFM was developed on the basis of the lexical hypothesis, which states that it is advantageous for people to be able to accurately describe the behaviour of others, and therefore the most important dimensions of personality will be encoded in natural languages. An associated premise is that natural language descriptors refer to an individual's surface appearance or reputation (i.e., their observable behaviours), rather than the underlying processes or genotype of personality (i.e., people's cognitive and affective processing). This reasoning was used as the basis for most of the factor-analytical studies of personality descriptors within the English language, and one of the most robust factor solutions was the FFM. The FFM contains the personality dimensions Extraversion, Agreeableness, Conscientiousness, Openness to Experience and Emotional Stability. Although the FFM continues to evolve, particularly in response to cross-cultural research, the five basic dimensions appear to be remarkably consistent, and at least the core of each of these has been identified in the first six or seven factors found in every language considered to date. Of the five factors, Conscientiousness has been the one most reliably associated with workplace performance. Workplace performance itself has undergone a major reconsideration over the last fifteen to twenty years. Prior to that time, formal job roles and responsibilities were typically considered the start and finish of performance, but formal job requirements are now recognised as only one aspect of performance, which is increasingly referred to as Task Performance. Task Performance tends to change substantially from job to job, but there are other aspects of job performance, most notably Citizenship Performance, which appear to be consistent in most jobs. Citizenship Performance includes activities undertaken by an employee which facilitate Task Performance, such as making greater effort, complying with rules and procedures, and assisting others. Whereas Task Performance appears to be closely related to an individual's abilities, Citizenship Performance was originally proposed as an aspect of performance which is influenced by attitudinal and personality variables. Thus it has been proposed that Citizenship Performance largely mediates the relationship between personality variables, such as Conscientiousness, and Task Performance. However, this predictors of performance model has previously only been investigated in workplace settings. Yet performance is a relevant construct not only within workplace settings, but also within academic settings. In addition, the FFM dimension of Conscientiousness has been observed to be a reliable predictor of academic performance, just as it is a reliable predictor of workplace performance. Within educational settings, performance is typically tied to assessment measures, such as marks and GPA, which appear to measure academic Task Performance. However, no previous research appears to have considered whether Citizenship Performance mediates the relationship between Conscientiousness and Task Performance within an academic setting. Study One of this dissertation was designed to test this proposition. Participants in this study were 175 students enrolled within an introductory management subject. Participants provided assessments of their own personality using the Mini-Markers (Saucier, 1994), while Citizenship Performance ratings were provided by students' peers, at the end of a three-week group project. The hand-scored version of the Computerised Adaptive Rating Scales (CARS: Borman, 1999; Coleman & Borman, 2000) was used to assess Citizenship, but unfortunately the three scales of the CARS did not demonstrate good internal reliability. Consequently, a factor analysis was conducted to establish a new scale using the CARS items. This new scale, which was labelled Active Support, used six of the twelve CARS items and had satisfactory internal reliability. It was observed that the resulting scores on this Citizenship Performance scale were positively correlated with both Conscientiousness and academic Task Performance (as measured by grades). As predicted, Citizenship Performance entirely mediated the relationship between Conscientiousness and academic Task Performance. Therefore, the results of Study One were consistent with the predictors of performance model. It was concluded that Citizenship Performance is an important component of performance within academic settings, just as it is within workplace settings. Despite the fact that the relationship between both workplace and academic performance, and Conscientiousness, is reliable and well-established, correlations between Conscientiousness and performance tend to be moderate at best. Previous research has observed that other-rated measures of Conscientiousness have higher correlations with academic performance than do self-rated measures. Consequently, Study Two explored whether other-rated Conscientiousness improved the prediction of academic Citizenship and Task Performance, using a similar design to that utilised in Study One. One hundred and twenty-two students participated in Study Two while undertaking the same course as the students who had participated in Study One. Most of the results of Study Two were consistent with expectations, but there were some unexpected outcomes. Other-rated Conscientiousness was found to be a significantly better predictor of both academic Task and Citizenship Performance than was self-rated Conscientiousness. However, contrary to previous ideas, the relationship between other-rated Conscientiousness and Task Performance was not mediated by Citizenship Performance. In contrast, it was observed that the correlation between other-rated Conscientiousness and other-rated Citizenship Performance was .61 if both ratings were obtained from the same raters, and .44 if the two ratings were obtained from independent raters. When corrected for measurement unreliability, these estimates approached unity, which is consistent with the idea that, for the other-raters, Conscientiousness and Citizenship Performance were measuring the same construct. However, this study had several limitations, including its small sample size, the use of an unusual measure for Citizenship Performance, and the fact that it had been conducted in an academic setting. Therefore, there was a need to replicate Study Two before accepting that Conscientiousness and Citizenship Performance are actually much more strongly associated than previous research has indicated. In order to replicate Study Two, while addressing some of its limitations, a third study was conducted within a workplace setting. In Study Three, general staff supervisors within a public university were asked to rate their staff on measures of both personality and Citizenship Performance. In addition to Active Support, the measure used in Studies One and Two, two additional measures were included, which assessed the aspects of Citizenship Performance referred to as Individual Initiative and Helping Behaviour. The FFM dimension of Agreeableness was also added, because previous research indicates that, while Conscientiousness may be a better predictor of Individual Initiative, Helping Behaviour should be more closely associated with the FFM dimension of Agreeableness. However, using multiple ratings derived from the same raters can create common method bias in correlations, and so, in line with previous recommendations (Podsakoff, MacKenzie, Lee, & Podsakoff, 2003), Structural Equation Modelling (SEM) was used to control for this. The resulting correlations confirmed that there were strong relationships between the measures of Citizenship Performance and personality. Helping Behaviour had a strong relationship with supervisor-rated Agreeableness (.81), while Individual Initiative was significantly correlated with supervisor-rated Agreeableness (.44) and supervisor-rated Conscientiousness (.32). Active Support had strong correlations with these measures of personality (.57 and .55 respectively). The results of Study Three indicate that, for the participating supervisors, the Helping Behaviour dimension of Citizenship Performance is largely the same as the Agreeableness dimension of personality. Unlike Study Two, Active Support appeared to be not so closely associated with Conscientiousness, but instead seemed to occupy a position halfway between other-rated Conscientiousness and other-rated Agreeableness. Individual Initiative occupies a similar position, but is not so closely linked to these other-rated personality variables. Although these results suggest that, when compared with the students in Study Two, the supervisors in Study Three had a slightly different view of Active Support, it remains clear that much or most of the variance in each of these measures of Citizenship Performance is accounted for by these other-rated measures of personality. In order to understand why the strength of the relationship between the other-rated personality dimensions of Conscientiousness and Agreeableness, and the performance construct of Citizenship Performance, has been overlooked by previous researchers, it was necessary to reconsider the basic reasons for disagreement in ratings. Agreement between raters tends to vary considerably, depending on who is rating whom. Self-other agreement on ratings is typically modest, other-other agreement tends to be higher, but alternate-form and test-retest agreement are typically higher still. The reasons for this appear to be related to the extent to which ratings are produced using similar observations, and integrating these in similar ways, as well as the extent to which ratings are affected by specific aspects of individual rater-ratee relationships. Previous research has provided estimates for these effects which can be used to correct correlations for resulting biases. When these are applied to correlations between ratings of measures, such as performance or personality, which are provided by different other-raters, these correlations approximate unity. This includes the correlations, reported in this dissertation, between other-rated personality and other-rated Citizenship Performance. In conclusion, the results of the research reported in this dissertation are consistent with the idea that measures of Citizenship Performance are largely accounted for by other-rated measures of Conscientiousness and Agreeableness. It is argued that this conclusion is consistent with the lexical hypothesis which underlay the development of the FFM, as well as with the theoretical basis for the construct of performance. The dissertation concludes with a discussion of the implications of this conclusion, for a range of fields, including understanding the relationship between personality and performance, methodological consequences for future research, and practical implications for staff selection and performance appraisal systems.
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Physical and Mental Health Interventions in a Rural, School-Based Setting: A comparative analysis of academic performance, behavioral outcomes, and attendanceparris, heather n 01 August 2010 (has links)
Abstract The purpose of this study was to determine the differences in academic achievement, behavioral health outcomes and attendance in poor, rural children receiving physical and mental health services regularly as opposed to those children not receiving the intervention. The intervention was a school-based health and mental health clinic located on the school’s campus. This study was analyzed by providing descriptive information for several variables including the number of suspensions per year, number of times corporal punishment was used as a means of correction, educational outcomes, total number of clinic visits per year, attendance percentages per year, and number of teacher and parent referrals to the school clinic. Data for this study were presented in multiple charts and graphs and schools are compared using descriptive information. The results suggested that as the number of clinic visits increased across the three year period, the numbers of, and rates of, corporal punishment in the clinic school decreased. In contrast, the available data suggested that across the first two years the numbers of, and rates of, corporal punishment increased in the control school. Further, in the majority of subject areas, the percentage of students’ proficiency levels in the clinic school increased across time and the percentages exceeded these in the control school. These findings were consistent with the hypotheses that there will be improvements in the behavioral outcomes associated with the presence of the clinic in the school. Unfortunately there were not enough data to conduct a test of statistical significance of the differences between schools for the third year.
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Segregation föder segregation : En studie av hur boendesegregationen inverkar på ungdomars utbildningsmöjligheter / Segregation creates segregation : A study of how residential segregation affects young people´s educational opportunitiesEriksson, Martina, Vängborg Nyberg, Lucas January 2013 (has links)
Syftet med denna kvalitativa studie var att undersöka vilken inverkan boendesegregation har på ungdomars utbildningsmöjligheter. Studien innefattade 15 vetenskapliga artiklar och rapporter som analyserades med hjälp av systemteori och Bourdieus teori om kapitalformer. Resultaten visade att den sociala omgivningen är en viktig faktor för ungdomarnas studieresultat. Bostadsområdets vuxna är viktiga som rollmodeller. Normer och beteenden i närmaste omgivningen spelar en viktig roll i ungdomarnas socialisering. En avgörande del i hur ungdomarna presterar och väljer skola är hur mycket och vilka olika former av kapital de har med sig sedan tidigare. Med ett sämre kapital minskar möjligheterna att införskaffa de resurser som krävs för att välja bort skolan i närområdet och gå till en resursstarkare skola. Slutsatsen visar att ungdomars studieresultat påverkas av vilka system de ingår i och hur starkt kapital de har. Var och hur man bor inverkar även på ungdomars möjligheter till framtida studier och skolval. / The aim of this qualitative study was to examine the impact of residential segregation on young people´s educational opportunities. The study included 15 scientific articles and reports which were analyzed by using system theory and Bourdieu´s theory of capital forms. The results showed that the social environment is an imortant factor in explaining the academic performance of young people. The adults in the residential area are important as role models. Norms and behaviors in the immediate environment play a crucial role in the socialization of young people. A determining factor of young people´s academic performance and on their school choice is which forms of capital forms and resources they bring from their childhood. With less capital, it also follows that they can not acquire the resources that are necessary to choose a resourceful school instead of the school in the neighbourhood. The conclusion shows that young people´s school results are affected by the system they are part of and how strong capital resources they bring. Where and how you live, do have an impact on young people’s opportunities for further studies.
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Comparison of Course Completion and Academic Performance in Online vs. Traditional CoursesAtchley, Thomas Wayne 2010 August 1900 (has links)
Enrollment in online courses has outpaced overall university enrollment for the
past several years. The growth of online courses does not appear to be slowing. The
purpose of this study was to examine the origins of online education at Tarleton State
University, to compare course completion and student academic performance between
online and traditional courses, and to develop a predictive model for students’ successful
completion of online courses. Archival data from the Tarleton student records system
was collected using the Structured Query Language. Descriptive statistics were used to
analyze student characteristics. Chi-square analysis was used to determine if significant
differences existed between students enrolled in online and traditional courses when
comparing course completion and academic performance. Analysis found significant
differences existed in both course completion and academic performance for students
enrolled in online vs. traditional courses. Additional analysis indicated significant
differences existed in course completion by course discipline. A predictive model was
created using binary logistic regression and included the predictor variables age, student classification, term course load, and cumulative GPA. The final model correctly
predicted successful completion of 85.5 percent of all cases.
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Study the correlation between the self-perceptions and academic performance in each major subject area taught under nine-year compulsory education system of junior high school students- in the case of Kaohsiung cityChou, Chih-Ting 16 July 2005 (has links)
This study examines the correlation between the self-perceptions of junior high school students in Kaohsiung city and their academic performance in each major subject area taught under Kaohsiung city¡¦s nine-year compulsory education system. Key research objectives include: Examine the influences of personal variables on junior high school student self-perception and academic performance within the 9-year compulsory education system; and determine correlations between the self-perception and academic performance; and offer practical suggestions can better assist junior high school students to cultivate self-perceptions that are both active and positive.
The authors used the ¡§Self-Attitudes Questionnaire¡¨, revised by Mr. Wei-fan Kuo, as a primary data-gathering tool. The subjects of this research were junior high school students (grades 7 through 9). After categorizing schools as ¡§large¡¨, ¡§medium¡¨ or ¡§small¡¨ (based on student population), the authors chose target schools by randomly selecting three (3) from each category. Finally, a computer was used to select at random one class from each of the nine selected schools. Data collected for this study included completed self-attitude questionnaires and students¡¦ semester grade reports. The authors employed one-way ANOVA, Pearson product-moment correlation, gradual multiple regression, and T-Test analysis methodologies to test hypotheses.
Research Findings:
At present, the overall rating for self-perception among junior high school students studying in Kaohsiung Municipality is higher than the national average. The sex of respondents was found to affect self-perception significantly in all categories and at each level of academic performance. Differing social / economic backgrounds of families had a significant impact on self-perception in all categories and at each level of academic performance, and Study results indicate that level of self-perception is a regressive predictor of academic performance.
Based on the above findings, the authors offer the following practical suggestions:
I.The academic curriculum should foster the development of a positive and active sense of self-perception in students;
II.Effectively managing the factors that influence students¡¦ self-perception can effectively assist in the prevention / rectification of self-perception problems.
III.Students coming from families in lower social or economic strata should be afforded special attention and support.
IV.Educators should note and attend to the differing needs of individual students in the classroom.
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A New Framework For Evaluation Of Field Based Academic Performances Of Higher Education InstitutionsOmruuzun, Fatih 01 August 2011 (has links) (PDF)
Measurement and evaluation of academic performance is an highly debated research area and results of the studies in this area are closely followed by a large segment of the society. In general, researches conducted in this domain evaluate higher education institutions as a whole, but such an approach actually represents an average performance of the research fields, which are actively studied by the members of institutions. This may be misleading, because academic performance varies for each university depending on the field of research. However, people who are interested in the results of these studies require more detailed information about field based academic performances of institutions.
One of these studies mentioned above have been implemented in 2011 by University Ranking by Academic Performance (URAP) research laboratory which was established in Middle East Technical University - Informatics Institute. In this study, 2000 universities around the world have been ranked according to multiple criteria in terms of overall academic performance.
Interests shown to results of the system implemented by URAP revealed a need for a more comprehensive ranking system, which deals with the evaluation of field based academic performance.
In this sense, within the scope of this study, universities ranked by URAP research laboratory were evaluated in terms of their academic performance in the following six research fields / Agriculture & / Environmental Sciences (AGE)
Clinical Medicine (MED)
Engineering, Computing & / Technology (ENG)
Life Sciences (LIFE)
Natural Sciences (SCI)
Social Sciences (SOC)
Institutions in this study has been evaluated according to data that have been collected from ISI - Web of Knowledge for the indicators listed below.
Article Count (last year)
Total Document Count (last 5 years)
Cumulative Journal Impact (last 5 years)
Total Citation Count (last 5 years)
H-Index (average of last 5 years)
The results indicate that status of universities from the point of academic performance varies according to the research field.
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ADHD Symptoms : Objective Performance and Subject PerspectiveScholtens, Sara January 2015 (has links)
ADHD research has mainly focused on objective performance measures. Performance, however, is only one aspect of functioning. Other aspects of how individuals function are their personal experiences and their evaluations of those experiences. The aim of this thesis is to expand knowledge on the topic of ADHD by presenting studies that investigate objective performance and subject perspective, simultaneously. The empirical work presented here has a dimensional approach to ADHD, which is reflected in the use of samples selected to represent a wide variation in ADHD symptoms. Herein, both objective performance and subject perspective are conceptualized in various ways, to address unanswered questions and to question previous research. ADHD is related to underperformance within the academic realm and within the social realm. By introducing novel subject perspective measures, and including objective performance measures in new ways, a more nuanced understanding of these underperformance areas was gained. More specifically, we obtained an overview of the influence of ADHD symptoms in late childhood and adolescence in relation to academic performance by studying a longitudinal framework of concomitant factors. Furthermore, we disentangled the interplay of ADHD and ODD symptoms and cognitive performance in predicting social acceptance and the "positive illusory bias". Additionally, we questioned the link between disorganized attachment representations and ADHD symptoms by investigating the potential relationship between attachment representations and ADHD symptoms, whilst considering concurrent conduct problems, cognitive performance and narrative responses to non-attachment related story stems. Main results indicate that academic performance is influenced by ADHD symptoms and previous academic performance; adolescent self-perceptions of academic competence are negligible in this context. Moreover, ADHD symptoms in adolescence have a negative influence on views of the future, beyond academic performance and parental education. Further, results indicate that positive illusory bias relates more to ODD behaviors. Finally, results also indicate that children with high levels of ADHD symptoms could falsely appear to be disorganized due to a propensity to include negative content in narratives. In conclusion, when studied together, objective performance and subject perspective give new insight into ADHD. The findings presented motivate the simultaneous inclusion of different perspectives of functioning in ADHD research.
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Recent high school immigrants’ program placement and academic performance in Texas schools : what do we know and what do we need to knowLee, Pei-Ling 06 July 2012 (has links)
The study explored the relationship between program placement policies regarding the education of recently immigrated students and selected outcomes for these newcomers in urban high schools located in Texas under the implementation of NCLB. In an effort to better understand the impact of such policies on immigrant learning opportunities, this research investigated how newcomers’ identification and promotion, which were based upon English language proficiency testing, affected recent immigrant students’ program placement, course completion and educational achievement. In addition, this study used secondary data analysis to examine how newcomers’ background characteristics were associated with their grade retention rates. Finally, the relationship between students’ background characteristics and newcomers’ academic performance in language arts and mathematics subject areas were examined. This research attempted to answer questions including: 1) How do newly arrived youth students enrolled in newcomer programs, schools, and those enrolled in traditional English as a Second Language (ESL) programs differ with regard to characteristics, such as race, gender, socioeconomic status (SES), course completion, grade retention, and language spoken at home?, 2) How do the differences in characteristics of newly arrived youth students relate to grade retention?, 3) What is the relationship between the growth in academic achievement and newly arrived youth students’ demographic characteristics while enrolled in different programs?, and 4) What kinds of learning opportunities and educational supports are provided by traditional ESL programs, newcomer programs, and newcomer schools for newly arrived youth students in northern and central Texas? Findings indicated newly arrived immigrant adolescents are consistently the most disadvantaged group due to their later start age with limited English proficiency facing a new culture. In general, recently arrived immigrant youths appear to benefit more from teachers with ESL certification as well as even much more experience for serving immigrant adolescents in a safe and caring environment, newcomer schools. / text
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An exploration of three residence hall types and the academic and social integration of first year studentsPaine, Dorothy E 01 June 2007 (has links)
Living on campus has long been an important part of many students' collegiate experience. Most research describing the benefits of living on campus was conducted in the 1960s and 1970s and was based upon students living in double rooms on double loaded corridors with community bathrooms. In recent years, the style of residence hall buildings has changed from these traditional rooms to suite and apartment-style housing offering more privacy and greater amenities to students. This study sought to examine how first year students living in three different types of residence hall environments differ on measures of social and academic integration, academic performance, involvement, and retention from the first to second year. One hundred and ninety one first year students living in three different types of residence halls (traditional, suite-style, and apartment-style) completed the Institutional Integration Scale during spring 2006. Students also gave permission for their GPAs and enrollment information to be obtained from the Registrar's Office. Results indicated that there were no significant differences in the social and academic integration, academic performance, involvement, or persistence among students living in these three different types of residence halls. While this study did not point to statistically significant differences, care must be taken in generalizing this finding to other settings due to the limited sample size used in this study. Suggestions for further research in this area are provided.
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