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Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295(2), 295-336.

Research methods anxiety, attitude, self-efficacy and academic effort: A social cognitive theory perspective

, PhDORCID Icon, , PhD, , PhD, , MPhil & , MPhil
Article: 2167503 | Received 11 Dec 2021, Accepted 06 Jan 2023, Published online: 21 Jan 2023
 

Abstract

The integration and mandatory study of research method courses by university students is a global phenomenon. However, students demonstrate apprehension and disinterest in research methods courses. Consequently, this study investigated the interplay among research methods anxiety, positive disposition toward research, perception of usefulness, self-efficacy, and academic effort in research. Paper-and-pencil questionnaires were used to collect data from a convenience sample of 636 technical university students in Ghana. Based on partial least squares structural equation modeling results, research anxiety reduces students’ self-beliefs (β = −0.172; t = 2.729; p = .000) and negatively affects perception of research usefulness (β = −0.172; t = 2.729; p = .000). A positive disposition towards research enhances students’ academic efforts in research (β = 0.919; t = 3.308; p = 0.001). Furthermore, self-efficacy drives students’ efforts (β = −0.172; t = 2.729; p = .000), enhances positive disposition toward research (β = 0.191; t = 3.308; p = .001) and perception of research usefulness among students (β = 0.224; t = 3.064; p = .002). Students’ perception of research usefulness mediates the relationship between anxiety and effort in research (β = −0.075; t = 3.653; p = .000), positive research disposition and effort (β = −0.056; t = 2.519; p = .012) as well as research self-efficacy and effort in studies (β = 0.083; t = 3.02; p = .003).

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability

All data generated or analyzed in relation to this study are available upon request.

Declarations

  • Ethical approval: All procedures conducted in executing this study were in lined with institutional, national and international ethical standards involving human participants.

  • Informed consent: The consent of all research participants was solicited before their participation in the study.

  • Conflict of interest: The authors declare that they have no conflict of interest.

Additional information

Funding

The authors received no direct funding for this research.