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A Study on Academic Cheating Behaviors and Its Causes in Elementary School Students 巫秉璋、翁淑緣

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A Study on Academic Cheating Behaviors and Its Causes in Elementary School Students 巫秉璋、翁淑緣

E-mail: 9800751@mail.dyu.edu.tw

ABSTRACT

The purpose of this study is to give a general description of the academic cheating behaviors of elementary students in Taiwan and to propose an explanation. 864 elementary students throughout Taiwan were selected through a stratified random selection.

Statistical analysis is conducted and suggestions for further studies and related educational practices are drawn based on the findings.

The major findings are as follows: 1. The rate of academic cheating behaviors among elementary students in Taiwan is 48.3%. 2. Six kinds of cheating patterns were found in this study among students who cheat. 3. Males tend to have a higher academic cheating frequency than females. 4. Sixth grade students tend to have a higher academic cheating frequency than fifth grade and fourth grade students. 5. Academic cheating behaviors are positively correlated with parental expectations, classroom performance goal and academic cheating attitudes; academic cheating behaviors are negatively correlated with teachers’ guidance, academic self-efficacy and classroom mastery goal. 6. The results of Logistic regression show that academic cheating attitudes, grade, academic

self-efficacy, competition of peers and teachers’ guidance can predict academic cheating behaviors, and the regression model can correctly classify 71.9% of the subjects studied in the project.

Keywords : effect of significant others ; academic self-efficacy ; classroom goal structure ; academic cheating attitudes ; academic cheating behaviors

Table of Contents

中文摘要...iii 英文摘要...iv 誌謝辭...v 內容目 錄...vi 表目錄...viii 圖目錄...xi 第一章   緒論...1   第一節  研究動機與目的...1   第二節  研究問

題...8   第三節  名詞解釋與研究限制...8 第二章  文獻探討...13

  第一節  作弊行為之意涵、概況及影響因素...13   第二節  作弊行為與重要他人之相關研究...21  

 第三節  作弊行為與教室目標結構之相關研究...24   第四節  作弊行為與學業自我效能之相關研究...29

  第五節  作弊行為與考試違規態度之相關研究...31   第六節  作弊行為與背景變項之相關研究...33

第三章  研究方法...36   第一節  研究架構與研究假設...36   第二節  研究對 象...38   第三節  研究工具...41   第四節  研究程序...63  

 第五節  統計方法與資料處理...64 第四章  研究結果與討論...66   第一節  國小 學童作弊行為及其因素之常態檢定...66   第二節  國小學童作弊行為、因素之分析...68   第三節  作弊 行為與背景變項的關係...83   第四節  國小學童之內在因素及外在因素與作弊行        為的關 係...96   第五節  國小學童背景因素、內在因素及外在因素對        作弊行為的預 測...99 第五章  結論、討論與建議...103   第一節  結論與討論...103

  第二節  研究建議...112 參考文獻...122 附錄  研究問 卷...142

REFERENCES

參考文獻 一、 中文部分 何琦瑜(2004),品格決勝負。台北:天下雜誌。 吳志明、余國瑋和李賜郎(2007)。學生作弊行為因素結構模式之研 究-以商學院學生為實證。企業管理學報,73,63-94。 李介至(2005),護專學生之教室目標結構、自我跛足策略及學業成就之模式建構 與驗證。中學教育學報,12,193-220。 林文乾(2006),國中學生自我效能、父母期望、教室結構知覺與學業成就之研究。國立彰化師範 大學教育研究所未出版之碩士論文。 林宴瑛(2006),個人目標導向、課室目標結構與自我調整學習策略之關係及潛在改變項分析。國立 成功大學教育研究所未出版之碩士論文。 姚招帆(2005),國中生目標導向、自我效能與學習策略、自我設限策略及作弊之關係。國立臺 灣師範大學教育心理與輔導研究所未出版之碩士論文。 徐新逸和黃麗鈴(1999),高中升學業成就自我效能與學業成就表現之探討:影響自 我效能因素與成就表現相關研究。教育與心理研究,22,267-294。 張春興(1998),教育心理學。台北:東華書局。 張春興(2002),張氏心 理學辭典。台北:東華書局。 郭慶昌(2004),學業不誠實行為與認知、動機關係之研究。屏東師範學院心理輔導教育研究所。 曾育 齡(2005),大學生身體意象與戀愛關係相關之研究。中國文化大學生活應用科學研究所碩士在職專班未出版之碩士論文。 劉家樺(2006),

(2)

國中生作弊的決定因素及其對成績之影響。國立台灣大學經濟學研究所碩士論文。 謝尚旻(2005),大學生學業不誠實行為及其相關因素 之研究-以台北縣市四所大學為例。國立臺灣師範大學公民訓育研究所碩士論文。 藍明智(1995),國小學童對學業不誠實行為之認知差異 分析。國立台灣師範大學教育心理與輔導研究所碩士論文。 二、 英文部分 Aggarwal, R., Khan, I., Bates, I. P., & Davies, J. G. (2002). A study of academic dishonesty amongst students at two pharmacy schools. Pharmaceutical Journal, 269, 529–533. Aiken, L. R. (1991). Detecting, understanding, and controlling for cheating on tests. Research in Higher Education, 32(6), 725-736. Ames, C. (1992). Classrooms: Goals, structures, and student motivation. Journal of Educational Psychology, 84, 261–271. Ames, C., & Archer, J. (1988). Achievement goals in the classroom:

Students’ learning strategies and motivation processes. Journal of Educational Psychology, 80, 260–267. Anderman, E. M. (2002). school effects on psychological outcomes during adolescence. Journal of Educational Psychology, 94, 795-809. Anderman, E. M., & Maehr, M. L. (1994).

Motivation and schooling in the middle grades. Review of Educational Research, 64, 287-309. Anderman, E. M., & Midgley C. (1997). changes in achievement goal orientations, perceived academic competence, and grades across the transition to middle-level schools. Contemporary

Educational Psychology. 22, 269-298. Anderman, E. M., & Midgley C. (2004). Changes in self-reported academic cheating across the transition from middle school to high school. Contemporary Educational Psychology, 29, 49-517. Anderman, E. M., Griesinger, T., & Westerfield, G. (1998).

Motivation and cheating during early adolescence. Journal of Educational Psychology, 90, 84–93. Anderman, L. H., & Anderman, E. M. (1999).

Social predictors of changes in students’ achievement goal orientations. Contemporary Educational Psychology, 25, 21–37. Asendorpf, J. B., &

Nunner-Winkler, G. (1992). Children’s moral motive strength and temperamental inhibition reduce their immoral behavior in real moral conflicts. Child Development, 63, 1223-1235. Baird, J. S. (1980). Current trends in college cheating. Psychology in the Schools, 17, 515-522. Baker, D. P., & LeTendre, G. K. (2005). National differences, global similarities: World culture and fidture of schooling. Stanford, CA: Stanford

University Press. Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Freeman. Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Upper Saddle River, NJ: Prentice Hall. Bates, I. P., Dacies, J. G., Murphy, C., & Bone, A. (2005). A multi-faculty exploration of academic dishonesty. Pharmacy Education, 5(1), 69–76. Bernard E., & Whitley (1998) Factors associated with cheating among college student: a review. Research in Higher Education 39(3), 235-274. Bernardi, R. A., Metzger, R. L., Bruno R. G. S., Hoogkamp M. A. W., Reyes L. E., & Barnaby G. H. (2007). Examining the Decision Process of Students' Cheating Behavior: An Empirical Study.

Journal of Business Ethics, 50, 397-414. Blackburn, M. A. (1999). Cheating and motivation: An examination of the relationships among cheating behaviors, motivational goals, cognitive engagement, and perceptions of classroom goal structures.(Doctoral Dissertation, University of Oklahoma, 1999). Dissertation Abstracts International, 59, 4051. Bong N. (2008). Effects of Parent-Child Relationships and Class- room Goal Structures on Motivation, Help-Seeking Avoidance, and Cheating. The Journal of experimental education, 2008, 76(2), 191-217. Brandes, B. (1986). Academic honesty: A special study of California students. Scaramento. CA: California State Department of Educational, Bureau of Publications. Bunn, D. N., Caudill, S. B., & Gropper, D. M. (1992). Crime on the classroom: An economic analysis of undergraduate student cheating behavior. Journal of Economic Education, 23, 197-207. Bushway, A., & Nash, W. R. (1977). School cheating behavior. Review of Educational Research, 47, 623-632.

Butler, R., & Neuman, O. (1995). Effects of task and ego achievement goals on help-seeking behaviors and attitudes. Journal of Educational Psychology, 87, 261-271. Calabrese, R. L., & Cochran, J. T. (1990). The relationship of alienation to cheating among a sample of American adolescents. Journal of Research & Development in Education, 23, 65–72. Callahan, D. (2004). The cheating culture: Why more Americans are doing wrong to get ahead. New York- Harcourt. Chang, H. (1995). College student test cheating in Taiwan. Student Counseling, 41, 114–128.

Cizek, G. J. (1999). Cheating on tests: How to do it, detect it, and prevent it. Mahwah, NJ: Lawrence Erlbaum Associates, Inc. Cizek, G. J. (2003).

Detecting and preventing classroom cheating: Promoting integrity in assessment. Thousand Oaks, CA: Sage. Covington, M. V. (1992). Making the grade: A self-worth perspective on motivation and school reform. Cambridge: Cambridge University Press. Crown, D. F., & Spiller, M. S. (1998).

Learning from the literature on collegiate cheating: A review of empirical research. Journal of Business Ethics, 17(6), 683–700. Davis, S. F., Grover, C. A., Becker, A. H., & McGregor, L. N. (1992). Academic dishonesty : Prevalence, determinants, techniques, and punishments. Teaching of Psychology, 19, 16–20. de Bruin, G. P., & Rudnick, H. (2007). Examining the cheats: The role of conscientiousness and excitement seeking in academic dishonesty. South African Journal of Psychology, 37(1), 153-164. De Lambert, K., Ellen, N., & Taylor, L. (2003). Cheating-what is it and why do it: A study in New Zealand tertiary institutions of the perceptions and justifications for academic dishonesty. The Journal of American Academy of Business, 3, 98–103. Diekhoff, G. M., LaBeff, E. E., Shinohara, K., & Yasukawa, H. (1999). College cheating in Japan and the United States. Research in Higher Education, 40(3), 343–353. Dmitruk, V. M. (1973). Intangible motivation and resistance to temptation. The Journal of Genetic Psychology, 123, 47-53. Dweck, C. S., & Leggett, E. L. (1988). A social-cognitive approach to motivation and personality. Psychological Review, 95, 256–273. Ellenburg, F. C. (1973). Cheating on tests: Are high achievers greater offender than low achievers ? Clearing House, 47(7), 427-429. Elliot, A. J., & Harackiewicz, J. M. (1996). Approach and avoidance achievement goals and intrinsicmotivation: A mediational analysis.

Journal of Personality and Social Psychology, 70, 968-980. Evans, E. D., & Craig, D. (1990a). Adolescent cognitions for academic cheating as a function of grade level and achievement status. Journal of Adolescent Research, 5, 325–345. Evans, E. D., & Craig, D. (1990b). Teacher and student perceptions of academic cheating in middle and senior high schools. Journal of Educational Research, 84, 44–52. Finn, K. V., & Frone, M. R. (2004). Academic performance and cheating: Moderating role of school identification and self-efficacy. The Journal of Educational Research, 97(3), 115–122. Gibson, C. L., Khey D., & Schreck J. C. (2008). Gender, internal controls, and academic dishonesty : investigating mediating and differential effects. Journal of criminal justice education, 19, 1-18. Grimes, P. W. (2004). Dishonesty in academics and business : A cross-cultural evaluation of student attitudes. Journal of Business Ethics, 49(3), 273–290. Harackiewicz, J. M., Barron, K. E., Carter, S. M., Lehto, A. T., &

(3)

Elliot, A. (1997). Predictors and consequences of achievement goals in the college classroom: Maintaining interest and making the grade. Journal of Personality and Social Psychology, 73, 1284-1295. Harp, J., & Taietz, P. (1966). Academic integrity and social structure : A student of cheating among college students. Social Problems, 13, 365-373. Hill, J. P., & Kochendorfer, R. A. (1969). Knowledge of peer success and risk of detection as determinants of cheating. Development Psychology, 1(3), 231-238. Hollinger, R. C., & Lanza-Kaduce, L. (1996). Academic dishonesty and the perceived effectiveness of countermeasures: An empirical survey of cheating at a major public university. NASPA Journal, 33, 292–306. Jensen, L.

A., Arnett, J. J., Feldman, S., & Cauffman, E. (2002). It’s Wrong, But Everybody Does It : Academic Dishonesty among High School and College Students. Contemporary Educational Psychology, 27(2), 209-228. Johnson, D. (2004). Keeping kids engaged fights plagiarism too. Education Digest, 69(9), 16-21. Kaplan, A., & Midgley, C. (1999). The relationship between perceptions of the classroom goal structureand early adolescents

’ effect in school: The mediating role of coping strategies. Learning and Individual Differences, 11, 187-212. Kerkvliet, J. (1994). Cheating by economics students: A comparison of survey results. Journal of Economic Education, 25, 121–133. Krettenauer, T., & Eichler, D. (2006).

Adolescents’ self-attributed moral emotions following a moral transgression: Relations with delinquency, confidence in moral judgment and age.

British Journal of Developmental Psychology, 24, 489–506 Kuther, T. L., & Higgins-D'Alessandro, A. (2000). Bridging the gap between moral reasoning and adolescent engagement in risky behavior. Journal of Adolescence, 23, 409-422. Lathrop, A., and Foss, K. (2005). Guiding students from cheating and plagiarism to honesty and integrity. Strategies for change. Englewood, CO; Libraries Unlimited. Lawson, R. A. (2004). Is classroom cheating related to business students’ propensity to cheat in the ‘‘real world’’. Journal of Business Ethics, 49(2), 189–199.

Leenders, I., & Brugman, D. (2005). Moral/non-moral domain shift in young adolescents in relation to delinquent behaviour. British Journal of Developmental Psychology, 23, 65–79. Levitt, S. D., & Dunbar, S. J. (2005). Freakanomics: A rogue economist explores the hidden side of everything. New York: Morrow. Lin, C. S., & Wen, L. M. (2007). Academic dishonesty in higher education—a nationwide study in Taiwan. High Education, 54, 85–97. Lipson, C. (2004). Doing honest work in college. How to prepare citations, avoid plagiarism, and advance academic success. Chicago, IL: University of Chicago Press. Lueger, R. L. (1980). Person and situation factors influencing transgression in behavior-problem adolescents. Journal of Abnormal Psychology, 80(1), 122-123. Lupton, R. A., & Chapman K. J. (2002). Russian and American college students’

attitudes, perceptions,and tendencies towards cheating. Educational Research, 44(1), 17–27. Lupton, R. A., Chapman, K. J., & Weiss, J. E. (2000).

A cross-national exploration of businessstudents’ attitudes, perceptions, and tendencies toward academic dishonesty. Journal of Education for Business, March/April, 231–235. Magnus, J. R., Polterovich, V. M., Danilov, D. L., & Savvateev A.V. (2002). Tolerance of cheating : An analysis across countries. Journal of Economic Education, 33(2), 125–135. Malinowski, C. I., & Smith, C. P. (1985). Moral reasoning and moral condut : An investigation prompted by Kohlberg’s theory. Journal of Personality and Social Psychology, 49(4), 1016-1027. McCabe, D. L., & Trevino, L.

K. (1996). What we know about cheating in college. Change, 28(1), 28–33. McCabe, D. L., & Trevino, L. K. (1997). Individual and contextual influences on academic dishonesty: A multicampus investigation. Research in Higher Education, 38, 379–396. McCabe, D. L., Trevino, L. K., &

Butterfield, K. D. (2001). Cheating in academic institutions: A decade of research. Ethics & Behavior, 11, 219. Meece, J. L., Blumenfeld, P. C., &

Hoyle, R. H. (1988). Students’ goal orientations and cognitive engagement in classroom activities. Journal of Educational Psychology, 80, 514-523. Merriam-Webster. (1993). Webster’s third new international dictionary. Springfield, MA: Publisher. Michaels, J. W., & Miethe, T. D.

(1989). Applying theories of deviance to academic cheating. Social Science Quarterly, 70, 870–885. Middleton, M., & Midgley, C. (1997).

Avoiding the demonstration of lack of ability: An underexplored aspect of goal theory. Journal of Educational Psychology, 89, 710-718. Midgley, C., & Urdan, T. (2001). Academic self-handicapping and achievement goals: A further examination. Contemporary Educational Psychology, 26, 61-75. Midgley, C., Kaplan, A., Middleton, M., Maehr, M. L., Urdan, T., Anderman, L. H., Anderman, E., & Roeser, R. (1998). The

development and validation of scales assessing students’ achievement goal orientations. Contemporary Educational Psychology, 23, 113-131.

Murdock, T. B. and Anderman, E. M. (2006). Motivational Perspectives on Student Cheating : Toward an Integrated Model of Academic Dishonesty. Educational Psychologist, 41(3), 129–145. Murdock, T. B., Hale, N. M., &Weber, M. J. (2001). Predictors of cheating among early adolescents: Academic and social motivations. Contemporary Educational Psychology, 26, 96–115. Newstead, S. E., Franklyn-Stokes, A., &

Armstead, P. (1996). Individual differences in student cheating. Journal of Educational Psychology, 88, 229–241. Nichols, S. L., &. Good, T. L.

(2004). America's teenagers--Myths and realities: Media images, schooling, and the social costs of careless indifference. Mahwah, NJ: Lawrence Erlbaum. Nolen, S. B. (1988). Reasons for studying: Motivational orientations and study strategies. Cognition and Instruction, 5, 269-287. Nonis, S., & Swift, C. O. (2001). An examination of the relationship between academic dishonesty and workplace dishonesty: A multicampus investigation.

Journal of Education for Business, 77(2), 69–77. Norton, L. S., Tilley, A. J., Newstead, S. E., & Franklyn-Stokes, A. (2001). The pressures of assessment in undergraduate courses and their effect on student behaviours. Assessment and Evaluation in Higher Education, 26, 269–284.

Nowell, C., & Laufer, D. (1997). Undergraduate student cheating in the fields of business andeconomics. Journal of Economic Education, 28(1), 3 –12. Pan, L. C., Wen, L. Y., Lin, C. H., & Huang, M. H.. (2005). Faculty’s Attitudes, Punitive and Preventive Behaviors toward Academic dishonesty in Taiwan. Hawaii International Conference on Education. Hawaii, U. S. A.

[Online]. Available: http://stuaff. ncue.edu.tw/stuaff/research/doc/li-chin-paper.doc.

[2008, May 20] Peterson, C., & Seligman, M. E. P. (2004). Character strengths and virtues: A handbookand classification. New York: Oxford University Press and the American Psychological Association. Peterson, L. (1988). Teaching academic integrity: Opportunities in bibliographic instruction. Research Strategies, 6(4), 168-176. Pincus, H. S., & Schmelkin, L. P. (2003). Faculty perceptions of academic dishonesty: A multidimensional scaling analysis. The Journal of Higher Education, 74(2), 196–209. Pino, N. W., & Smith, W. L. (2003). College students and

(4)

academic dishonesty. College Student Journal, 37(4), 490–496. Pintrich, P. R. (2000). Multiple goals, multiple pathways: The role of goal orientation in learning and achievement. Journal of Educational Psychology, 92, 544-555. Pintrich, P. R., & De Groot, E. V. (1990). Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology, 82, 33-40. Pintrich, P. R., &

Schunk, D. H. (1996). Motivation in education: Theory, research, and applications. Englewood Cliffs, NJ: Prentice-Hall. Puett, R. A. (2007).

Cheating: What do elementary school children think ? [Online]. Available: http://clearinghouse.missouriwes tern.edu/manuscripts/114.asp?logon=&code=.

[2007, November 20] Rennie, S. C., & Crosby, J. R. (2002). Students’ perceptions of whistle blowing: Implications for self-regulation. A questionnaire and focus group survey. Medical Education, 26, 173–179. Rigano, D. L., & Ritchie, S. M. (1995). Student disclosures of fraudulent practice in school laboratories. Research in Science Education, 25(4), 353-363. Roeser, R. W., Midgley, C., & Urdan, T. C. (1996). Perceptions of the school psychological environmentand early adolescents’ behavioral functioning in school: The mediating role of goals and belonging. Journal of Educational Psychology, 88, 408-422. Roig, M., & Caso, M. (2005). Lying and cheating: Fraudulent excuse making, cheating, and plagiarism.

The Journal of Psychology, 139(6), 485–494. Roig, M., & DeTommaso, L. (1995). Are college cheating and plagiarism related to academic procrastination? Psychological Reports, 77, 691–698. Ryan, A. M., Gheen, M. H., & Midgley, C. (1998). Why do some students avoid asking for help? Anexamination of the interplay among students’ academic efficacy, teachers’ social-emotional role, and the classroom goal structure.

Journal of Educational Psychology, 90, 528-535. Schab, F. (1969). Cheating in high school: Differences between the sexes. Journal of the National Association of Women Deans and Counselors, 33, 39-42. Schab, F. (1991). Schooling without learning: Thirty years of cheating in high school.

Adolescence, 26, 839–847. Shelton, J., & Hill, J. P. (1969). Effects on cheating of achievement anxiety and knowledge of peer performance.

Developmental Psychology, 1, 449-453. Shen, L. (1995). Assessing students’ academic dishonesty in junior colleges in south Taiwan. Chia-Nan Annual Bulletin, 21, 97–112. Siegel, S., & Castellan, N. J. (1989). Nonparametric statistics for the behavioral sciences. New York: McGraw-Hill.

Sims, R. (1993) The relationship between academic dishonesty and unethical business practices. Journal of Education for Business, 68(4), 207-211.

Skaalvik, E. (1997). Self-enhancing and self-defeating ego orientation: Relations with task and avoidance orientation, achievement, self-perceptions, and anxiety. Journal of Educational Psychology, 89, 71-81. Smyth, M. L., & Davis, J. R. (2004). Perceptions of dishonesty among two-year college students: Academic versus business situations. Journal of Business Ethics, 51(1), 63–74. Sommers, C. H, & Satel, S. (2005). One nation under therapy: Hano the helping culture is eroding self-reliance. New York : St. Martin's Press. Stevens, G. E., & Stevens, F. W. (1987). Ethical inclinations of tomorrow’s managers revisted: How and why students cheat. Journal of Education for Business, 63, 24-29 Strom, P. S., & Strom, R. D. (2007). Cheating in Middle School and High School. The Educational Forum, 71, 104-116. Taylor, L., Pogrebin, M., & Dodge, M. (2002).

Advanced placement-advanced pressures: Academic dishonesty among elite high school students. Educational Studies: A Journal of the American Educational Studies Association, 33, 403–421. Turner, J. C., Midgley, C., Meyer, D. K., Gheen, M., Anderman, E. M., Kang, Y., & Patrick, H.

(2002). The classroom environment and students’ reports of avoidance strategies in mathematics: A multimethod study. Journal of Educational Psychology, 94, 88–106. Urdan, T., Midgley, C., & Anderman, E. M. (1998). Classroom influences on self-handicapping strategies. American Educational Research Journal, 35, 101-122. Urdan, T., Ryan, A. M., Anderman, E. M., & Gheen, M. H. (2002). Goals, goal structures, and avoidance behaviors. Mahwah, NJ: Erlbaum. Whitley, B. E. Jr., Nelson, A. B., & Jones, C. J. (1999). Gender differences in cheating attitudes and classroom cheating behavior: A meta-analysis. Sex Roles, 41, 657–680. Whitley, B. E. Jr. (1998). Factors associated with cheating among college students: A review. Research in Higher Education, 39, 235–274. Whitley, B. E., Jr., & Keith-Spiegel, P. (2002). Academic dishonestl: An

educator's guide. Mahwah, NJ: Lawrence Erlbaum. Wowra, S. A. (2007). Introduction to the special issue: academic dishonesty. Ethics & Behavior, 17(3), 211-214. Wryobeck, J. M., & Whitley, B. E. J. (1999). Educational value orientation and peer perceptions of cheaters. Ethics and Behavior, 9, 231–242.

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