Skip to main content
Log in

Effects of conformity and learning anxiety on intrinsic and extrinsic motivation: the case of Facebook course groups

  • Long paper
  • Published:
Universal Access in the Information Society Aims and scope Submit manuscript

Abstract

The objective of this study is to enhance our understanding of whether learners’ conformity behaviors and learning anxiety can affect their intrinsic and extrinsic motivations when participating in Facebook groups that implement physical classroom courses. This study employs the “conformity scale of students using Facebook course groups”, the “learning anxiety scale”, and the “intrinsic and extrinsic learning motivation scale” as measurement tools on 184 valid questionnaires. In addition, structural equation modeling was adopted to analyze the data. Results showed that high conformity exerts a positive impact on both intrinsic and extrinsic learning motivations, while learning anxiety has a negative impact on intrinsic motivation. Finally, the authors provide recommendations based on these results, so that researchers and educators can use them as a reference for future studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Laird, S.: How tech is changing college life [infographic] (2012). http://mashable.com/2012/05/06/tech-college-infographic/. 1 Sep 2013

  2. Deutsch, M., Gerard, H.B.: A study of normative and informational social influences upon individual judgment. J. Abnorm. Soc. Psychol. 51(3), 629–636 (1955)

    Article  Google Scholar 

  3. Bandura, A.: Social Foundations of Thought and Action. Prentice Hall, Englewood Cliffs (1986)

    Google Scholar 

  4. Bandura, A.: Social cognitive theory. In: Vasta, R. (ed.) Annals of Child Development. Six Theories of Child Development, vol. 6, pp. 1–60. JAI Press, Greenwich (1989)

    Google Scholar 

  5. Sánchez, R.A., Cortijo, V., Javed, U.: Students’ perceptions of Facebook for academic purposes. Comput. Educ. 70, 138–149 (2014)

    Article  Google Scholar 

  6. Reyes, L.H.: Affective variables and mathematics education. Elem. Sch. J. 84(5), 558–581 (1984)

    Article  Google Scholar 

  7. Stipek, D.J.: Motivation to Learn: Integrating Theory and Practice, 4th edn. Allyn & Bacon, Boston (2002)

    Google Scholar 

  8. Morris, L.W., Davis, M.A., Hutchings, C.H.: Cognitive and emotional components of anxiety: literature review and a revised worry–emotionality scale. J. Educ. Psychol. 73(4), 541–555 (1981)

    Article  Google Scholar 

  9. Sarason, B.R., Sarason, I.G., Pierce, G.R.: Social Support: An Interactional View. Wiley, Oxford (1990)

    Google Scholar 

  10. Dev, P.C.: Intrinsic motivation and academic achievement what does their relationship imply for the classroom teacher? Remedial Spec. Educ. 18(1), 12–19 (1997)

    Article  Google Scholar 

  11. Linnenbrink, E.A., Pintrich, P.R.: Motivation as an enabler for academic success. Sch. Psychol. Rev. 31(3), 313–327 (2002)

    Google Scholar 

  12. Schunk, D.H., Pintrich, P.R., Meece, J.L.: Motivation in Education: Theory, Research, and Applications, 3rd edn. Pearson, Upper Saddle River (2008)

    Google Scholar 

  13. Asch S.E.: Opinions and social pressure. Sci. Am. 193, 31–35 (1955)

    Article  Google Scholar 

  14. Snyder, A.F., Mischel, W., Lott, B.E.: Value, information, and conformity behavior. J. Personal. 28, 333–341 (1960)

    Article  Google Scholar 

  15. Jiang, Y., Bong, M., S-I, Kim: Conformity of Korean adolescents in their perceptions of social relationships and academic motivation. Learn. Individ. Differ. 40, 41–54 (2015)

    Article  Google Scholar 

  16. Masland, L.C., Lease, A.M.: Effects of achievement motivation, social identity, and peer group norms on academic conformity. Soc. Psychol. Educ. 16(4), 661–681 (2013)

    Article  Google Scholar 

  17. Grosseck, G., Bran, R., Tiru, L.: Dear teacher, what should I write on my wall? A case study on academic uses of Facebook. Procedia Soc. Behav. Sci. 15, 1425–1430 (2011)

    Article  Google Scholar 

  18. Kirkpatrick, D.: The Facebook Effect: The Inside Story of the Company That is Connecting the World. Simon & Schuster, New York (2011)

    Google Scholar 

  19. Anderson, B., Fagan, P., Woodnutt, T., Chamorro-Premuzic, T.: Facebook psychology: popular questions answered by research. Psychol. Pop. Media Cult. 1(1), 23–37 (2012)

    Article  Google Scholar 

  20. Lewis, K., Kaufman, J., Gonzalez, M., Wimmer, A., Christakis, N.: Tastes, ties, and time: a new social network dataset using Facebook.com. Soc. Netw. 30(4), 330–342 (2008)

    Article  Google Scholar 

  21. Lin, K.-Y., Lu, H.-P.: Why people use social networking sites: an empirical study integrating network externalities and motivation theory. Comput. Hum. Behav. 27(3), 1152–1161 (2011)

    Article  MathSciNet  Google Scholar 

  22. West, A., Lewis, J., Currie, P.: Students’ Facebook ‘friends’: public and private spheres. J. Youth Stud. 12(6), 615–627 (2009)

    Article  Google Scholar 

  23. Merchant, G.: Unravelling the social network: theory and research. Learn. Media Technol. 37(1), 4–19 (2012)

    Article  Google Scholar 

  24. Pimmer, C., Linxen, S., Gröhbiel, U.: Facebook as a learning tool? A case study on the appropriation of social network sites from mobile phones in developing countries. Br. J. Educ. Technol. 43(5), 726–738 (2012)

    Article  Google Scholar 

  25. Cerdà, F.L., Planas, N.C.: Facebook’s potential for collaborative e-learning. Rev. Univ. Soc. Conoc. 8(2), 197–210 (2011)

    Google Scholar 

  26. Hussain, I.: A study to evaluate the social media trends among university students. Procedia Soc. Behav. Sci. 64, 639–645 (2012)

    Article  Google Scholar 

  27. Idris, Y., Wang, Q.: Affordances of Facebook for learning. Int. J. Contin. Eng. Educ. Life Long Learn. 19(2), 247–255 (2009)

    Article  Google Scholar 

  28. Mazman, S.G., Usluel, Y.K.: Modeling educational usage of Facebook. Comput. Educ. 55(2), 444–453 (2010)

    Article  Google Scholar 

  29. Meishar-Tal, H., Kurtz, G., Pieterse, E.: Facebook groups as LMS: a case study. Int. Rev. Res. Open Distance Learn. 13(4), 33–48 (2012)

    Google Scholar 

  30. Ractham, P., Firpo, D.: Using social networking technology to enhance learning in higher education: a case study using Facebook. Paper Presented at the 2011 44th Hawaii International Conference on System Sciences (HICSS), Kauai, HI (2011)

  31. Selwyn, N.: Faceworking: exploring students’ education-related use of Facebook. Learn. Media Technol. 34(2), 157–174 (2009)

    Article  Google Scholar 

  32. Shiu, H., Fong, J., Lam, J.: Facebook–education with social networking websites for teaching and learning. In: Third International Conference, ICHL 2010, Beijing, China, 2010, August. Springer, pp. 59–70 (2010)

  33. Lampe, C., Wohn, D.Y., Vitak, J., Ellison, N.B., Wash, R.: Student use of Facebook for organizing collaborative classroom activities. Int. J. Comput. Support. Collab. Learn. 6(3), 329–347 (2011)

    Article  Google Scholar 

  34. Statista: Penetration of leading social networks in Taiwan as of 4th quarter 2014 (2015). http://www.statista.com/statistics/295611/taiwan-social-network-penetration/

  35. Hew, K.F.: Students’ and teachers’ use of Facebook. Comput. Hum. Behav. 27(2), 662–676 (2011)

    Article  Google Scholar 

  36. Bowman, N.D., Akcaoglu, M.: “I see smart people!”: using Facebook to supplement cognitive and affective learning in the university mass lecture. Internet High. Educ. 23, 1–8 (2014)

    Article  Google Scholar 

  37. Kirschner, P.A.: Facebook® and academic performance. Comput. Hum. Behav. 26(6), 1237–1245 (2010)

    Article  Google Scholar 

  38. Mills, N.: Situated learning through social networking communities: the development of joint enterprise, mutual engagement, and a shared repertoire. Comput. Assist. Lang. Instr. Consort. 28(2), 345–368 (2011)

    MathSciNet  Google Scholar 

  39. Uzun, M.A., Ünal, E., Karataş, S.: Using Facebook as a supplementary tool in education: its’ effectiveness in comparison to traditional instruction. World J. Educ. Technol. 6(1), 99–106 (2014)

    Google Scholar 

  40. Burcher, N.: Facebook usage statistics by country Dec 2008–Dec 2011 (2012). http://www.nickburcher.com/2012/01/facebook-usage-statistics-by-country.html

  41. Sistrunk, F., McDavid, J.W.: Achievement motivation, affiliation motivation, and task difficulty as determinants of social conformity. J. Soc. Psychol. 66(1), 41–50 (1965)

    Article  Google Scholar 

  42. Sternberg, R.J.: Pathways to Psychology, 2nd edn. Cengage Learning, Boston (2000)

    Google Scholar 

  43. Morris, L.W., Liebert, R.M.: Relationship of cognitive and emotional components of test anxiety to physiological arousal and academic performance. J. Consult. Clin. Psychol. 35(3), 332–337 (1970)

    Article  Google Scholar 

  44. Rana, R.A., Mahmood, N.: The relationship between test anxiety and academic achievement. Bull. Educ. Res. 32(2), 63–74 (2010)

    Google Scholar 

  45. Zeidner, M., Nevo, B.: Test anxiety in examinees in a college admission testing situation: incidence, dimensionality, and cognitive correlates. Adv. Test Anxiety Res. 7, 288–303 (1992)

    Google Scholar 

  46. Ottens, A.J.: Coping with Academic Anxiety. The Rosen Publishing Group, New York (1991)

    Google Scholar 

  47. Deci, E.L., Koestner, R., Ryan, R.M.: A meta-analytic review of experiments examining the effects of extrinsic rewards on intrinsic motivation. Psychol. Bull. 125(6), 627–668 (1999)

    Article  Google Scholar 

  48. Deci, E.L., Ryan, R.M.: Intrinsic motivation and self-determination in human behavior. Plenum Press, New York (1985)

    Book  Google Scholar 

  49. Deci, E.L., Vallerand, R.J., Pelletier, L.G., Ryan, R.M.: Motivation and education: the self-determination perspective. Educ. Psychol. 26(3–4), 325–346 (1991)

    Article  Google Scholar 

  50. Pintrich, P.R.: An achievement goal theory perspective on issues in motivation terminology, theory, and research. Contemp. Educ. Psychol. 25(1), 92–104 (2000)

    Article  Google Scholar 

  51. Pintrich, P.R., Schrauben, B.: Students’ motivational beliefs and their cognitive engagement in classroom academic tasks. In: Schunk, D.H., Meece, J.L. (eds.) Student Perceptions in the Classroom, pp. 149–183. Lawrence Erlbaum Associates, New Jersey (1992)

    Google Scholar 

  52. Eisenberger, R., Pierce, W.D., Cameron, J.: Effects of reward on intrinsic motivation—negative, neutral, and positive: comment on Deci, Koestner, and Ryan (1999). Psychol. Bull. 125(6), 677–691 (1999)

    Article  Google Scholar 

  53. Reeve, J.: Understanding Motivation and Emotion, 4th edn. Wiley, New York (2005)

    Google Scholar 

  54. Bandalos, D.L., Finney, S.J., Geske, J.A.: A model of statistics performance based on achievement goal theory. J. Educ. Psychol. 95(3), 604–616 (2003)

    Article  Google Scholar 

  55. MacIntyre, P.D., Baker, S.C., Clément, R., Donovan, L.A.: Sex and age effects on willingness to communicate, anxiety, perceived competence, and L2 motivation among junior high school French immersion students. Lang. Learn. 52(3), 537–564 (2002)

    Article  Google Scholar 

  56. Saadé, R.G., Kira, D., Nebebe, F.: The challenge of motivation in e-Learning: role of anxiety. In: Informing Science and Information Technology Education Conference, July. pp. 301–308 (2013)

  57. Spielberger, C.D.: Conceptual and methodological issues in anxiety research. In: Spielberger, C.D. (ed.) Anxiety: Current Trends in Theory and Research, vol. 2. Academic Press, New York (1972)

    Google Scholar 

  58. Kline, R.B.: Principles and Practice of Structural Equation Modeling, 3rd edn. Guilford Press, New York (2011)

    MATH  Google Scholar 

  59. Bagozzi, R.P., Yi, Y.: On the evaluation of structural equation models. J. Acad. Mark. Sci. 16(1), 74–94 (1988)

    Article  Google Scholar 

  60. Lt, Hu, Bentler, P.M.: Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct. Equ. Model. Multidiscip. J. 6(1), 1–55 (1999)

    Article  Google Scholar 

  61. Hair, J.F., Tatham, R.L., Anderson, R.E., Black, W.: Multivariate Data Analysis, vol. 6. Pearson, Upper Saddle River (2006)

    Google Scholar 

  62. Fornell, C., Larcker, D.F.: Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 18(1), 39–50 (1981)

    Article  Google Scholar 

  63. Lennox, R.D., Wolfe, R.N.: Revision of the self-monitoring scale. J. Personal. Soc. Psychol. 46(6), 1349–1364 (1984)

    Article  Google Scholar 

  64. Bearden, W.O., Netemeyer, R.G., Teel, J.E.: Measurement of consumer susceptibility to interpersonal influence. J. Consum. Res. 18(1), 473–481 (1989)

    Article  Google Scholar 

  65. Kaiser, H.F.: An index of factorial simplicity. Psychometrika 39(1), 31–36 (1974). doi:10.1007/BF02291575

    Article  MATH  Google Scholar 

  66. Nunnally, J.C.: Psychometric Theory. McGraw-Hill, New York (1978)

    Google Scholar 

  67. Kline, R.B.: Principles and Practice of Structural Equation Modeling. Guilford press, New York (1998)

    MATH  Google Scholar 

  68. Cruise, R.J., Cash, R.W., Bolton, D.L.: Development and validation of an instrument to measure statistical anxiety. In: American Statistical Association Proceedings of the Section on Statistics Education, pp. 92–97 (1985)

  69. Horwitz, E.K., Horwitz, M.B., Cope, J.: Foreign language classroom anxiety. Mod. Lang. J. 70(2), 125–132 (1986)

    Article  Google Scholar 

  70. MaclntSrre, P.D.: The Effect of Anxiety on Foreign Language Learning and Production. University of Western Ontario, London (1988)

    Google Scholar 

  71. Pintrich, P. R., Smith, D. A. F., Garcia, T., McKeachie, W. J.: A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ). The University of Michigan, Ann Arbor, Michigan (1991)

    Google Scholar 

  72. Liu, C.-C., Cheng, Y.-B., Huang, C.-W.: The effect of simulation games on the learning of computational problem solving. Comput. Educ. 57(3), 1907–1918 (2011)

    Article  Google Scholar 

  73. Cohen, J.: Statistical Power Analysis for the Behavioral Sciences. Lawrence Erlbaum Associates, Mahwah (1988)

    MATH  Google Scholar 

Download references

Acknowledgments

This study was supported in part by the Ministry of Science and Technology/National Science Council in Taiwan under Contract Numbers NSC 100-2511-S-009-012, NSC 101-2511-S-009-010-MY3, and MOST 103-2511-S-009-008-MY2. The authors would like to thank the students who participated in this study, Yih-Lan Liu, Jiun-Yu Wu, and Syh-Jong Jang for their valuable suggestions, and all of the reviewers for their useful comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jerry Chih-Yuan Sun.

Appendix: Survey Questionnaire

Appendix: Survey Questionnaire

Second-order factor

First-order factor

Observable variable

Item

Conformity

Informational social influence

C1

I would search for other students’ opinions within Facebook groups when completing my assignments

  

C2

I would gather relevant information from Facebook group members when I have questions

  

C3

I would search for senior students’ opinions within Facebook groups when completing my assignments

 

Normative social influence

C4

I think it is the safest strategy to make the same choices as most of the other members in Facebook groups

  

C5

Being a maverick in Facebook groups often does not end well

  

C6

My willingness to share information would be affected if others do not approve of the information I share in Facebook groups

  

C7

It is important to blend in with the community in Facebook groups

  

C8

I would try not to oppose the opinions of other members in Facebook groups

  

C9

I would choose to compromise if there is no way to agree with the opinions of certain members in Facebook groups

Learning anxiety

Fear of asking for help

A1

I feel anxious about asking teachers for help with the parts that I do not understand

  

A2

I find it difficult to ask teaching assistants for help with course content that I do not understand

  

A3

I feel embarrassed to ask teaching assistants for help

  

A4

I find it difficult to discuss the parts that I do not understand with teachers face-to-face

 

Test anxiety

A5

My emotions become relatively more unstable before exams

  

A6

My heart beats faster when I receive the examination paper

  

A7

I am worried that my exam results will not be as good as expected

  

A8

My mind goes blank during exams

  

A9

I always think about the negative consequences during exams

 

Classroom anxiety

A10

I am so nervous in class that I even forget things that I know

  

A11

I feel nervous when classmates are discussing the course content

  

A12

I am worried that I will not be able to keep up with the curriculum if the course progresses too quickly

  

A13

I feel scared when teachers ask me to answer questions during class

 

Facebook group anxiety

A14

I feel anxious when discussing studies with my classmates within Facebook groups

  

A15

It makes me feel more anxious to discuss the course with my classmates within Facebook groups compared with face-to-face discussion or in book clubs

  

A16

I feel uneasy when posting questions that I do not understand on the wall of Facebook groups

 

Intrinsic learning motivation

IN1

In a class like this, I prefer course material that really challenges me so I can learn new things

  

IN2

In a class like this, I prefer course material that arouses my curiosity, even if it is difficult to learn

  

IN3

The most satisfying thing for me in this course is trying to understand the content as thoroughly as possible

  

IN4

When I have the opportunity in this class, I choose course assignments that I can learn from even if they don’t guarantee a good grade

 

Extrinsic learning motivation

EX1

Getting a good grade in this class is the most satisfying thing for me right now

  

EX2

The most important thing for me right now is improving my overall grade point average, so my main concern in this class is getting a good grade

  

EX3

If I can, I want to get better grades in this class than most of the other students

  1. The scales of “Intrinsic Learning Motivation” and “Extrinsic Learning Motivation” were retrieved from Pintrich [71]

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sun, J.CY., Syu, YR. & Lin, YY. Effects of conformity and learning anxiety on intrinsic and extrinsic motivation: the case of Facebook course groups. Univ Access Inf Soc 16, 273–288 (2017). https://doi.org/10.1007/s10209-016-0456-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10209-016-0456-1

Keywords

Navigation