06 Mai

To check whether the math stress-efficiency link might be moderated of the a selection of parameters (e

grams., geographic region, dimension regarding MA, aspect out of mathematics show, sex, levels top, and you may book season), we held new heterogeneity sample. The brand new Q attempt (heterogeneity take to) have found the differences certainly perception sizes, therefore to understand more about which potential moderator (we.elizabeth., analysis has actually) could have starred a job throughout these variations is expected.

Geographic Area

Geographic countries was in fact believed a prospective average grounds. The result versions were labeled toward five large organizations: You, European countries, Asia and other areas. The newest mathematical heterogeneity among the perception brands is shown (Q = , p = 0.01). Particularly, the studies having Far eastern products met with the biggest perception dimensions (r = ?0.41), as the training with European trials displayed the tiniest impact size (r = ?0.21). Likewise, the research with our company trials had a much bigger effect dimensions (roentgen = ?0.30) compared to corresponding class into the Europe, as they had an inferior impression size as compared to relevant group in the Asia.


The fresh new average analyses on the sex was conducted as a result of a couple methods. Very first, the course on this adjustable was consistent with Ma’s (1999) study, therefore opposed whether the math anxiety-results link try significantly various other one of around three groups (men, people, and combined); the outcomes ideal there have been no differences one of several around three classes (Q = cuatro.62, p = 0.099). Next, this research tended to continue after that to check on when to prohibit this new mistake perception on combined group and you can perhaps the average correlations ranging from men and women was basically notably other. Merely eight training you to definitely given the correlation ranging from MA and you may mathematics results or vital information was moved to perception sizes getting various other men and women was indeed included. The outcome recommended no factor anywhere between females (roentgen = ?0.30) and you may people (roentgen = ?0.18) (Q = 2.73, p = 0.098).

Level Peak

Four values-peak groups were shaped contained in this meta-research, and a basic group, junior high classification, elderly large category, mix category, and college class. The outcome recommended this changeable got extreme consequences for the math anxiety-results link (Q = , p = 0.02). Significantly more especially, the fresh senior higher group encountered the prominent math nervousness-abilities connect (roentgen = ?0.44), followed closely by the fresh new junior large category (roentgen = ?0.39), university (roentgen = ?0.33), basic (roentgen = ?0.27), and you can combined classification, which had the littlest math anxiety-results hook (r = ?0.21).

Publication Decades

The modern meta-studies contains enough time frame out of 19 ages (2000–2018). To check on whether or not date had an impact on the fresh math nervousness-efficiency connect, a Pearson correlation are presented between your guide decades while the of the many private studies (r = 0.27, p > 0.05). No relationship try found between impact types therefore the guide age (Shape cuatro).

Aspect out of MA

We including searched if the balances used to test math nervousness got an effect on brand new mathematics stress-abilities hook. The results advised that the dimensions out-of MA had no effect to your mathematics anxiety-show hook up (Q = six.54, p = 0.48). Specifically, individual education which used almost every other scales (age.grams., the fresh new Mathematics Nervousness Scale having Primary School Youngsters [MASESS; Bindak, 2005] encountered the prominent math stress-performance hook (r = ?0.41), accompanied by studies that used the fresh new MAS (r = ?0.40), MARS (roentgen = ?0.35), MAQ (r = meilleures applications de rencontres pour lgbt ?0.28), MASYC (roentgen = ?0.26), CMAQ (r = ?0.24), SEMA (roentgen = ?0.24), and you may AMAS (roentgen = ?0.24), and you can private education that used the brand new MASC met with the smallest mathematics anxiety-efficiency connect (r = ?0.15).

Dimension off Mathematics Overall performance

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).