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Table 2 Top 10 full-text article accesses in 2021

From: Eight years of development in welcoming and engaging diverse scholars to share and promote STEM education research worldwide

Title (publication date)

Author (country/region*)

Full-text accesses

Multiple-true–false questions reveal more thoroughly the complexity of student thinking than multiple-choice questions: a Bayesian item response model comparison (2019-05-10)

C. E. Brassil et al. (USA)

67,178

Teachers’ roles and identities in student-centered classrooms (2018-09-14)

L. S. Keiler (USA)

45,478

Research and trends in STEM education: a systematic review of journal publications (2020-03-10)

Y. Li et al. (USA)

39,225

Students’ reasons for STEM choices and the relationship of mathematics choice to university admission (2019-12-13)

Satu Kaleva et al. (Finland)

35,080

Developing student 21st Century skills in selected exemplary inclusive STEM high schools (2019-11-25)

S. M. Stehle & E. E. Peters-Burton (USA)

32,411

Problematizing teaching and learning mathematics as “given” in STEM education (2019-12-19)

Y. Li & A. H. Schoenfeld (USA)

31,498

A conceptual framework for integrated STEM education (2016-07-19)

T. R. Kelley et al. (USA)

29,591

Exploring the factors that influence the career decision of STEM students at a university in South Africa (2020-12-01)

E. N. Abe & V. Chikoko (South Africa)

25,410

Change theory and theory of change: what’s the difference anyway? (2020-01-17)

D. L. Reinholz & T. C. Andrews (USA)

25,089

A study of the correlation between STEM career knowledge, mathematics self-efficacy, career interests, and career activities on the likelihood of pursuing a STEM career among middle school students (2018-05-16)

K. A. Blotnicky et al. (Canada)

23,739

  1. Source: Springer
  2. *Country/region refers to where the corresponding author’s research organization or institution was located at the time of publication