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Table 3 Top ten most-cited empirical research articles published between 2000 and 2021

From: A systematic review of high impact empirical studies in STEM education

Citation counts*

Title

Year

Journal

Author (country/region**)

820

Spatial ability for STEM domains: Aligning over 50 years of cumulative psychological knowledge solidifies its importance

2009

Journal of Educational Psychology

Wai et al. (USA)

421

Pipeline persistence: Examining the association of educational experiences with earned degrees in STEM among US students

2011

Science Education

Maltese & Tai (USA)

351

Why students choose STEM majors: Motivation, high school learning, and postsecondary context of support

2013

American Educational Research Journal

Wang (USA)

289

AutoTutor: An intelligent tutoring system with mixed-initiative dialogue

2005

IEEE Transactions on Education

Graesser et al. (USA)

278

Stability and volatility of STEM career interest in high school: A gender study

2012

Science Education

Sadler et al. (USA)

245

The role of identity development, values, and costs in college STEM retention

2014

Journal of Educational Psychology

Perez et al. (USA)

244

Science aspirations, capital, and family habitus: How families shape children’s engagement and identification with science

2012

American Educational Research Journal

Archer et al. (UK)

243

Persistence of women and minorities in STEM field majors: Is it the school that matters?

2010

Economics of Education Review

Griffith (USA)

241

Pipelines and pathways: Women of color in undergraduate STEM majors and the college experiences that contribute to persistence

2011

Harvard Educational Review

Espinosa (USA)

238

Making a difference in science education: The impact of undergraduate research programs

2013

American Educational Research Journal

Eagan et al. (USA)

  1. * Citation counts retrieved from the WoS core database on September 12, 2022
  2. ** Country/region refers to where the corresponding author’s research organization or institution was located at the time of publication