他們為什麼比較用功？－檢驗學業動機與復原力的解釋力

Why Did They Make More Efforts?-Examining the Explanation of Academic Motivation and Resilience

10.6129/CJP.2010.5202.03

許崇憲(Chong-Shiann Hsu)

目標設定 ； 能力信念 ； 學業努力 ； 學業復原力 ； 興趣 ； academic effort ； academic resilience ； competence belief ； goal setting ； interest

中華心理學刊

52卷2期（2010 / 06 / 01）

155 - 171

繁體中文

本研究以高教資料庫94學年技職校院理工科系新生為樣本，基於社會認知理論及自我決定理論，以課外學業時間作為學業努力的指標，探討數理能力信念、數理興趣、目標設定及學業復原力對學業努力的預測。研究樣本為10,749位新生。t考驗結果顯示，公立技職新生的學業努力、能力信念、興趣、及生涯目標設定顯著高於私立技職新生。跨樣本結構方程模式分析顯示，興趣、目標設定及學業復原力等變項對兩類樣本的學業努力具有相同預測力，能力信念經由這三個變項，對學業努力發揮間接影響力；能力信念對私立技職新生的興趣、大學求學目標及復原力，有較高預測力。比較私立技職新生中用功者與不用功者，logit迴歸分析顯示，興趣、目標設定及學業復原力可顯著區隔出兩者，以學業復原力最為重要。所以結論是，公立技職學生比較用功是因為有較強的數理興趣與目標設定，私立技職校院中較為用功者是因為有較佳的學業復原力。本文結果顯示整合社會認知理論與自我決定理論的可能。

This study examined the prediction of competence beliefs, academic interest, career goal setting, and academic resilience on academic efforts in terms of social cognitive theory and self-determination theory. Out-of-school time for academic activities was used as the indicator of academic efforts. The 2005 freshman samples from the Taiwan Higher Education Data System were used, and only those from departments of mathematics, science, engineering, medicine, and science education in technology universities were analyzed. The participants were 10,749 freshmen. Student’s t-test showed that the freshmen from national universities performed significantly greater academic efforts, competence beliefs, interest, and career goal setting than those from private universities. Cross-sample structural equation modeling showed that the prediction of academic interest, goal setting, and academic resiliency on academic efforts was significant among the samples from national universities as the same as among those from private universities. Competence beliefs predicted academic efforts indirectly through interest, goal, and resiliency. The prediction of competence beliefs on interest, college life plan, and academic resiliency was greater in the samples from private universities than in those from national universities. Freshmen who spent 4 hours or above in previewing, reviewing, and homework everyday were defined effortful, and those who did not spend any time were defined effortless. For private university freshmen, logit regression analysis showed that effortful ones performed greater academic interest, goal setting, and academic resiliency significantly than effortless ones, and that academic resilience was the most explanatory. In conclusion, compared with private college freshmen, national college ones made more efforts because of their greater academic interest and goal setting. Compared with their effortless colleagues, effortful freshmen from private universities spent more time in learning because of greater academic resiliency. The integration of motivation theories was discussed. Implications for counseling practices and further research were suggested.

1. 林大森(2006)。技術學院與科技大學新生主修科系轉換之分析。教育與社會研究，10，93-124。
   連結：
2. 曾文志(2006)。復原力保護因子效果概化之統合分析。諮商輔導學報，14，1-35。
   連結：
3. 蔡淑鈴(2004)。高等教育的擴展對教育機會分配的影響。台灣社會學，7，47-88。
   連結：
4. 教育部（2009b）：《98學年度技專校院學雜費收費標準一覽表》。摘自教育部技職司資訊傳播網，http://www.tve.edu.tw/Public/HotNews/20098271227117055.doc [Ministry of Education. (2009b). 98 Xueniandujizhuan xiaoyuan xuezafei shoufei biaozhun yilanbiao.
5. 郭怡君（2006年3月3日）：《大學生不唸書：五成新鮮人唸書時間少於一小時》。摘自自由電子報網站，http://www.libertytimes.com.tw/2006/new/mar/9/todaylife4. htm [Kuo, Y. J. (2006, March 3). Daxuesheng bu nianshu: Wucheng xinxianren nianshu shijian shaoyu yixiaoshi. Retrived from The Liberty Times: http://www.libertytimes.com.tw/2006/new/mar/9/today-life4.htm]
6. Ainley, M.,Hidi, S.,Berndorff, D.(2002).Interest, learning, and the psychological processes that mediate their relationship.Journal of Educational Psychology,94,545-561.
7. Alexander, P. A.(ed.),Winne, P. H.(ed.)(2006).Handbook of educational psychology.Mahwah, NJ:Erlbaum.
8. Alexander, P. A.(ed.),Winne, P. H.(ed.)(2002).Handbook of educational psychology.Mahwah, NJ:Erlbaum.
9. Bandura, A.(1986).Social foundation of thought and action: A social cognitive theory.Englewood Cliffs, NJ:Prentice-Hall.
10. Bandura, A.(1997).Self-efficacy: The exercise of control.New York:W. H. Freeman.
11. Bandura, A.(2001).Social cognitive theory: An agentic perspective.Annual Review of Psychology,52,1-26.
12. Berliner, D. C.(ed.),Calfee, R. C.(ed.)(1996).Handbook of educational psychology.New York:Macmillan.
13. Bong, M.(2001).Between- and within-domain relations of academic motivation among middle and high school students: Self-efficacy, task-value, and achievement goals.Journal of Educational Psychology,93,23-34.
14. Carbonaro, W.(2005).Tracking, students' effort, and academic achievement.Sociology of Education,78,27-49.
15. Cohen, J.(1992).A power primer.Psychological Bulletin,112,155-159.
16. DeBacker, T. K.,Nelson, R. M.(1999).Variations on an expectancy-value model of motivation in science.Contemporary Educational Psychology,24,71-94.
17. Deci, E. L.(ed.),Ryan, R. M.(ed.)(2002).Handbook of self-determination research.Rochester, NY:The University of Rochester Press.
18. Durik, A. M.,Vida, M.,Eccles, J. S.(2006).Task values and ability beliefs as predictors of high school literary choices: A developmental analysis.Journal of Educational Psychology,98,382-393.
19. Eccles, J. S.,Wigfield, A.(2002).Motivational beliefs, values, and goals.Annual Review of Psychology,53,109-132.
20. Elliot, A. J.(ed.),Dweck, C. S.(ed.)(2005).Handbook of competence and motivation.New York:The Guilford Press.
21. Harackiewicz, J. M.,Barron, K. E.,Tauer, J. M.,Elliot, A. J.(2002).Predicting success in college: A longitudinal study of achievement goals and ability measures as predictors of interest and performance from freshman year through graduation.Journal of Educational Psychology,94,562-575.
22. Holloway, S. D.(1988).Concepts of ability and effort in Japan and the United States.Review of Educational Research,58,327-345.
23. Inoue, N.(2007).Why face a challenge? The reason behind intrinsically motivated students' spontaneous choice of challenging tasks.Learning and Individual Differences,17,251-259.
24. Jagacinski, C. M.,Nicholls, J. G.(1990).Reducing effort to protect perceived ability: "They' d do it but I wouldn't.".Journal of Educational Psychology,82,15-21.
25. Jang, H.(2008).Supporting students' motivation, engagement, and learning during an uninteresting Activity.Journal of Educational Psychology,100,798-811.
26. Jones, E.(2008).Predicting performance in firstsemester college basic writers: Revisiting the role of self-beliefs.Contemporary Educational Psychology,33,209-238.
27. Judge, T. A.,Erez, A.,Bono, J. E.,Thoresen, C. J.(2002).Are measures of self-esteem, neuroticism, locus of control, and generalized self-efficacy indicators of a common core construct?.Journal of Personality and Social Psychology,83,693-710.
28. Laursen, B. P.,Hoff, E.(2006).Person-centered and variable-centered approaches to longitudinal data.Merrill-Palmer Quarterly,52,377-389.
29. Legault, L.,Green-Demers, I.,Pelletier, L.(2006).Why do high school students lack motivation in the classroom? Toward an understanding of academic amotivation and the role of social support.Journal of Educational Psychology,98,567-582.
30. Locke, E. A.,Latham, G. P.(2002).Building a practically useful theory of goal setting and task motivation: A 35-year Odyssey.American Psychologist,57,705-717.
31. Martin, A. J.,Marsh, H. W.(2008).Academic buoyancy: Towards an understanding of students' everyday academic resilience.Journal of School Psychology,46,53-83.
32. Martin, A. J.,Marsh, H. W.(2006).Academic resilience and its psychological and educational correlates: A construct validity approach.Psychology in the Schools,43,267-281.
33. Miller, R. B.,Brickman, S. J.(2004).A model of futureoriented motivation and self-regulation.Educational Psychology Review,16,9-33.
34. Morales, E. E.(2000).A contextual understanding of the process of educational resilience: High achieving Dominican American students and the "resilience cycle.".Innovative Higher Education,25,7-22.
35. Murphy, P. K.,Alexander, P. A.(2000).A motivated exploration of motivation terminology.Contemporary Educational Psychology,25,3-53.
36. Nota, L.,Soresi, S.,Zimmerman, B. J.(2004).Selfregulation and academic achievement and resilience: A longitudinal study.International Journal of Education Research,41,198-215.
37. Oettingen, G.,Pak, H.,Schnetter, K.(2001).Selfregulation of goal setting: Turning free fantasies about the future into binding goals.Journal of Personality and Social Psychology,80,736-753.
38. Peck, S. C.,Roeser, R. W.,Zarrett, N.,Eccles, J. S.(2008).Exploring the roles of extracurricular activity quantity and quality in the educational resilience of vulnerable adolescents: Variable- and pattern-centered approaches.Journal of Social Issues,64,135-155.
39. Phalet, K.,Andriessen, I.,Lens, W.(2004).How future goals enhance motivation and learning in multicultural classrooms.Educational Psychology Review,16,59-89.
40. Rau, W.,Durand, A.(2000).The academic ethic and college grades: Does hard work help students to "make the grade?".Sociology of Education,73,19-38.
41. Reeve, J.(2005).Understanding motivation and emotion.Danvers, MA:Wiley.
42. Reeve, J.,Jang, H.,Hardre, P.,Omura, M.(2002).Providing a rationale in an autonomy-supportive way as a strategy to motivate others during an uninteresting activity.Motivation and Emotion,26,183-207.
43. Robbins, S. B.,Allen, J.,Casillas, A.,Peterson, C. H.,Le, H.(2006).Unraveling the differential effects of motivational and skills, social, and self-management measures from traditional predictors of college outcomes.Journal of Educational Psychology,98,598-616.
44. Ryan, R. M.,Deci, E. L.(2000).Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.American Psychologist,55,68-78.
45. Sheldon, K. M.,Elliot, A. J.(1998).Not all personal goals are personal: Comparing autonomous and controlled reasons for goals as predictors of effort and attainment.Personality and Social Psychology Bulletin,24,546-557.
46. Standage, M.,Duda, J. L.,Ntoumanis, N.(2003).A model of contextual motivation in physical education: Using constructs from self-determination and achievement goal theories to predict physical activity intentions.Journal of Educational Psychology,95,97-110.
47. Steel, P.(2007).The nature of procrastination: A metaanalytic and theoretical review of quintessential selfregulatory failure.Psychological Bulletin,133,65-94.
48. Trautwein, U.,Lüdtke, O.(2007).Students' selfreported effort and time on homework in six school subjects: Between-students differences and withinstudent variation.Journal of Educational Psychology,99,432-444.
49. Trautwein, U.,Lüdtke, O.,Kastens, C.,Köller, O.(2006).Effort on homework in grades 5-9: Development, motivational antecedents, and the association with effort on classwork.Child Development,77,1094-1111.
50. Trautwein, U.,Lüdtke, O.,Schnyder, I.,Niggli, A.(2006).Predicting homework effort: Support for a domain-specific, multilevel homework model.Journal of Educational Psychology,98,438-456.
51. Volet, S. E.(1997).Cognitive and affective variables in academic learning: The significance of direction and effort in students' goals.Learning and Instruction,7,235-254.
52. 林大森(1999)。台灣地區家庭背景對中等教育分流的影響：「高中／高職」與「公立／私立」差異的探討=The effects of family background on tracking of secondary education in Taiwan: A study of the distinction between "academic/vocational" and "public/private" tracking。東吳社會學報，8，35-77。
53. 邱皓政(2003)。結構方程模式：LISREL的理論、技術與應用。台北=Taipei:雙葉=Yeh Yeh Book Gallery。
54. 教育部(2009)。教育統計。台北=Taipei:教育部=Ministry of Education。
55. 彭森明(2006)。國家科學委員會專題研究計畫報告國家科學委員會專題研究計畫報告,台北=Taipei:行政院國家科學委員會=Center for Educational Research and evaluation。
56. 葉秋呈、施耀振、吳柏林(2004)。應用模糊眾數與模糊期望值於大學生多元學習生活調查分析。智慧科技與應用統計學報，2(1)，109-136。

1. 陳淑貞、高薏婷、汪志勇(2014)。客觀談判結果與主觀談判滿意度的關係：談目標設定以及談判行為的角色。人力資源管理學報，14(2)，1-24。
2. 賴思妤,陳李綢,何函儒(2022)。中學生正向學習量表之發展研究。教育心理學報，54(1)，155-178。
3. 劉育春、陳柏霖、洪兆祥(2017)。以數學學業復原力為調節角色：國中生數學考試焦慮與數學學業成就之關係。課程與教學，20(4)，151-176。
4. 魏琦芳、董旭英、李承傑(2017)。「護理學生學業復原力量表」之發展與信效度檢定。護理雜誌，64(5)，30-40。
5. 吳淑禎(2017)。「高中（職）學生學習與讀書策略量表」修訂之研究。測驗學刊，64(2)，155-181。
6. 吳淑禎(2020)。技職教師生涯素養量表之編製。教育科學研究期刊，65(4)，241-273。