A longitudinal Study on The Impact of Multicultural Youth’s Bicultural Experience, Social Support, and Multicultural Support Policies on Achievement Motivation: Latent Growth Model and Hierarchy Linear Model Analysis

Sung-A Bang
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Abstract

This study was undertaken to determine how dual cultural experience and social support change the motivations of multicultural youths and to suggest a policy and practical and academic measures to improve achievement motivation in this population. Frequency analysis and statistical analysis were performed using SPSS 22.0, and Latent Growth Model (LGM) analysis was performed after using the Full Information Maximization Likelihood method to cope with missing data. Finally, Hierarchical Linear Model (HLM) analysis was conducted to examine the effects of interactions on achievement motivation. The study has three primary findings. First, initial values of achievement motivation and bicultural acceptance attitude had a significant positive impact on achievement motivation (β=.176, P<.001), but the rate of change in achievement motivation had a significant negative impact (β=-.054, P<.001). Second, social support had a significant positive impact on the initial level of achievement motivation (β=.348, P<.001) but a significant negative impact on the rate of change of achievement motivation (β=-.978, P<.001). Third, the interaction between interpersonal relationships and multicultural support policies significantly affected achievement motivation (t=2.184, P<.01).
多元文化青少年的双文化体验、社会支持和多元文化支持政策对成就动机影响的纵向研究:潜增长模型和层次线性模型分析
本研究旨在确定双重文化经历和社会支持如何改变多元文化青少年的学习动机,并提出政策建议和切实可行的学术措施,以提高该群体的成就动机。研究使用 SPSS 22.0 进行了频数分析和统计分析,并在使用全信息最大化似然法处理缺失数据后进行了潜增长模型(LGM)分析。最后,进行了层次线性模型(HLM)分析,以研究交互作用对成就动机的影响。本研究有三个主要发现。首先,成就动机和双文化接受态度的初始值对成就动机有显著的正向影响(β=.176,P<.001),但成就动机的变化率对成就动机有显著的负向影响(β=-.054,P<.001)。第二,社会支持对成就动机的初始水平有显著的正向影响(β=.348,P<.001),但对成就动机的变化率有显著的负向影响(β=-.978,P<.001)。第三,人际关系与多元文化支持政策之间的交互作用对成就动机有显著影响(t=2.184,P<.01)。
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