
心理与行为研究 ›› 2023, Vol. 21 ›› Issue (1): 58-64.DOI: 10.12139/j.1672-0628.2023.01.009
收稿日期:2022-01-21
出版日期:2023-01-20
发布日期:2023-01-20
通讯作者:
谢云天
基金资助:
Yuntian XIE1,*(
), Fanfei MENG1,2
Received:2022-01-21
Online:2023-01-20
Published:2023-01-20
Contact:
Yuntian XIE
摘要:
采用问卷法对101名初中生在两年半间数学元认知的发展状况进行5次测试。利用潜类别增长模型等探讨初中生数学元认知的发展轨迹,并考察性别对数学元认知的影响。结果发现:(1) 初中生数学元认知及各成分在初二表现出下降趋势。(2) 初中生数学元认知的发展表现出三种类型,即高−缓慢下降组(32.67%)、中−显著下降组(54.46%)以及低−缓慢下降组(12.87%)。(3) 与女生相比,男生有着更多的数学元认知知识和更高的数学元认知初始水平,且与低−缓慢下降组相比,男生比女生更有可能属于高−缓慢下降组。
中图分类号:
谢云天, 孟凡斐. 初中生数学元认知的发展轨迹:两年半追踪研究[J]. 心理与行为研究, 2023, 21(1): 58-64.
Yuntian XIE, Fanfei MENG. Developmental Trajectories of Mathematics Metacognition Among Junior High School Students: A Two-and-a-half-year Longitudinal Study[J]. Studies of Psychology and Behavior, 2023, 21(1): 58-64.
| T1 | T2 | T3 | T4 | T5 | |
| 男生 | 67(60.36%) | 65(59.63%) | 65(60.19%) | 63(60.00%) | 59(58.42%) |
| 女生 | 44(39.64%) | 44(40.37%) | 43(39.81%) | 42(40.00%) | 42(41.58%) |
| 总体 | 111 | 109 | 108 | 105 | 101 |
表1 五个测试时间点被试人数的变化
| T1 | T2 | T3 | T4 | T5 | |
| 男生 | 67(60.36%) | 65(59.63%) | 65(60.19%) | 63(60.00%) | 59(58.42%) |
| 女生 | 44(39.64%) | 44(40.37%) | 43(39.81%) | 42(40.00%) | 42(41.58%) |
| 总体 | 111 | 109 | 108 | 105 | 101 |
| M±SD | 1 | 2 | 3 | 4 | 5 | |
| 1.MM1 | 3.00±0.54 | |||||
| 2.MM2 | 3.00±0.53 | 0.48*** | ||||
| 3.MM3 | 2.85±0.51 | 0.58*** | 0.62** | |||
| 4.MM4 | 2.73±0.61 | 0.60*** | 0.62*** | 0.61*** | ||
| 5.MM5 | 2.93±0.60 | 0.49*** | 0.45*** | 0.54*** | 0.55*** | |
| 6.性别 | 0.58±0.50 | 0.15 | 0.17 | 0.17 | 0.11 | 0.20* |
表2 主要变量描述统计和相关矩阵
| M±SD | 1 | 2 | 3 | 4 | 5 | |
| 1.MM1 | 3.00±0.54 | |||||
| 2.MM2 | 3.00±0.53 | 0.48*** | ||||
| 3.MM3 | 2.85±0.51 | 0.58*** | 0.62** | |||
| 4.MM4 | 2.73±0.61 | 0.60*** | 0.62*** | 0.61*** | ||
| 5.MM5 | 2.93±0.60 | 0.49*** | 0.45*** | 0.54*** | 0.55*** | |
| 6.性别 | 0.58±0.50 | 0.15 | 0.17 | 0.17 | 0.11 | 0.20* |
| 模型 | AIC | BIC | aBIC | Entropy | LMR-LRT(p) | BLRT(p) | 类别概率 |
| 1 | 859.62 | 877.92 | 855.82 | 1 | |||
| 2 | 741.51 | 767.66 | 736.08 | 0.75 | 0.72 | <0.001 | 0.6436/0.3564 |
| 3 | 664.86 | 698.86 | 657.80 | 0.87 | <0.01 | <0.001 | 0.3267/0.5446/0.1287 |
| 4 | 665.68 | 707.52 | 656.99 | 0.86 | 0.22 | 0.27 | 0.5347/0.3168/0.1188/0.0297 |
| 5 | 670.17 | 719.86 | 659.85 | 0.78 | 0.72 | 1.00 | 0.0297/0.4753/0.0990/0.3168/0.0792 |
表3 初中生数学元认知LCGM和LGMM的模型拟合信息
| 模型 | AIC | BIC | aBIC | Entropy | LMR-LRT(p) | BLRT(p) | 类别概率 |
| 1 | 859.62 | 877.92 | 855.82 | 1 | |||
| 2 | 741.51 | 767.66 | 736.08 | 0.75 | 0.72 | <0.001 | 0.6436/0.3564 |
| 3 | 664.86 | 698.86 | 657.80 | 0.87 | <0.01 | <0.001 | 0.3267/0.5446/0.1287 |
| 4 | 665.68 | 707.52 | 656.99 | 0.86 | 0.22 | 0.27 | 0.5347/0.3168/0.1188/0.0297 |
| 5 | 670.17 | 719.86 | 659.85 | 0.78 | 0.72 | 1.00 | 0.0297/0.4753/0.0990/0.3168/0.0792 |
| C1 | C2 | ||||||
| B | OR | 95%CI | B | OR | 95%CI | ||
| 男生 | 0.87△ | 2.39 | [−0.03, 1.97] | −0.26 | 0.77 | [−1.68, 1.09] | |
| χ2(df) | 4.44(2) | ||||||
表4 数学元认知潜在类别对性别的logistic回归
| C1 | C2 | ||||||
| B | OR | 95%CI | B | OR | 95%CI | ||
| 男生 | 0.87△ | 2.39 | [−0.03, 1.97] | −0.26 | 0.77 | [−1.68, 1.09] | |
| χ2(df) | 4.44(2) | ||||||
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