To check on perhaps the math nervousness-performance connect would be moderated of the a range of details (elizabeth

To check on perhaps the math nervousness-performance connect would be moderated of the a range of details (elizabeth

g., geographic area, aspect out of MA, dimensions out-of math performance, gender, amount level, and you may guide 12 months), i conducted new heterogeneity try. The Q sample (heterogeneity try) have found the distinctions certainly one of impact designs, for this reason to understand more about which potential moderator (i.elizabeth., research keeps) might have played a task within these distinctions try required.

Geographic Region

Geographic nations was experienced a prospective modest basis. The result systems had been labeled into the five large communities: United states, Europe, China or other areas. The fresh mathematical heterogeneity among the effect brands is shown (Q = , p = 0.01). Specifically, the studies which have Asian examples met with the prominent effect dimensions (r = ?0.41), since studies that have Western european samples exhibited the tiniest feeling dimensions (r = ?0.21). Simultaneously, the research with us products had more substantial feeling proportions (roentgen = ?0.30) versus relevant category for the European countries, as they got an inferior impact dimensions compared to the related class during the China.


The newest moderate analyses toward gender had been conducted as a result of one or two measures. First, the class on this varying is in line with Ma’s (1999) studies, and we also opposed perhaps the mathematics anxiety-overall performance hook up is somewhat different among three kinds (men, lady, and you will mixed); the results recommended there are no variations among three classes (Q = cuatro.62, p = 0.099). Next, this study had a tendency to increase next to evaluate when you should exclude the latest mistake impact regarding mixed group and you may perhaps the mediocre correlations anywhere between male and female have been significantly more. Simply eight education one to considering the correlation anywhere between MA and you may mathematics performance or vital information will be moved to feeling items getting different genders was provided. The outcome ideal no significant difference anywhere between lady (r = ?0.30) and you may people (r = ?0.18) (Q = 2.73, p = 0.098).

Values Level

Five values-top communities had been molded within this meta-study, including a simple group, junior high class, older highest class, merge classification, and you may school group. The outcome ideal so it adjustable got tall outcomes towards the math anxiety-show hook up (Q = , p = 0.02). So much more particularly, the brand new older higher category met with the prominent mathematics nervousness-performance connect (r = ?0.44), followed by this new junior high class (r = ?0.39), college or university (r = ?0.33), basic (r = ?0.27), and mixed category, which had the smallest math stress-results link (roentgen = ?0.21).

Publication Many years

The modern meta-data contains enough time body type out of 19 age (2000–2018). To evaluate if time got an impact on the fresh new mathematics nervousness-results link, an effective Pearson relationship try presented within publication years and of all of the personal training (roentgen = 0.27, p > 0.05). Zero relationship is actually discovered ranging from impact designs and also the book many years (Figure cuatro).

Dimensions from MA

I including explored if the balances accustomed try mathematics stress had an impact on the fresh math nervousness-show hook. The outcome ideal that the dimension regarding MA had no impression toward mathematics anxiety-show link (Q = six.54, p = 0.48). Particularly, private knowledge that used most other balances (age.grams., the Math Anxiety Measure for Basic College Youngsters [MASESS; Bindak, 2005] encountered the largest math nervousness-overall performance link (r = ?0.41), followed by knowledge that used this new MAS (roentgen = ?0.40), MARS (roentgen = ?0.35) application de rencontre interraciale pour iphone, MAQ (r = ?0.28), MASYC (roentgen = ?0.26), CMAQ (r = ?0.24), SEMA (roentgen = ?0.24), and you can AMAS (r = ?0.24), and you will personal education that used the newest MASC had the smallest math anxiety-efficiency hook up (roentgen = ?0.15).

Dimensions off Mathematics Abilities

The classification criteria used to code the “math performance” variable are different. In terms of the testing aspects of the math performance test, two skills were highlighted: calculation and problem solving. In this study, the measurement aspects of the test had significant effects on the math anxiety-performance link (Q = , p < 0.01). Studies that evaluated mixed math performance (calculation and problem solving) reported the largest effects (r = ?0.37). In addition, it is worth noting that studies in which the test assessed problem-solving skills in math performance reported larger effects (r = ?0.33), while studies that assessed the calculation ability in math performance reported smaller effects (r = ?0.21). In terms of the form of the math performance test, three types of math performance tests were identified: custom test, standardized test and others. There was a significant difference among these conditions (Q = , p = 0.001). The results suggested that studies that adopted a standardized test custom test reported larger effects (r = ?0.33) than studies that adopted a standardized test (r = ?0.28). Moreover, the studies that adopted other math tests reported the largest effects (r = ?0.51).