Exploring the structure of students’ scientific higher order thinking in science education

Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives

Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works

Comparative fit indexes in structural models.

Bentler, P. M. (1990) · Psychological Bulletin · doi:10.1037/0033-2909.107.2.238 · Cited by 25,266 · see citing works

An Index of Factorial Simplicity

Kaiser, H. F. (1974) · Psychometrika · doi:10.1007/bf02291575 · Cited by 14,898 · see citing works

Untitled work

(2001) · Cited by 13,930 · see citing works

Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry

Flavell, J. H. (1979) · American Psychologist · doi:10.1037/0003-066x.34.10.906 · Cited by 11,282 · see citing works

Applied Multivariate Statistics for the Social Sciences

Stevens, J. P. (2012) · Routledge eBooks · doi:10.4324/9780203843130 · Cited by 10,652 · see citing works

Power analysis and determination of sample size for covariance structure modeling.

MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996) · Psychological Methods · doi:10.1037/1082-989x.1.2.130 · Cited by 10,418 · see citing works

Handbook of Self-Regulation

(2000) · Elsevier eBooks · doi:10.1016/b978-0-12-109890-2.x5027-6 · Cited by 4,439 · see citing works

The Explanatory and Predictive Scope of Self-Efficacy Theory

Bandura, A. (1986) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.1986.4.3.359 · Cited by 3,771 · see citing works

Editorial

Bandura, A. (1997) · American Journal of Health Promotion · doi:10.4278/0890-1171-12.1.8 · Cited by 3,499 · see citing works

The Development of Epistemological Theories: Beliefs About Knowledge and Knowing and Their Relation to Learning

Hofer, B. K., & Pintrich, P. R. (1997) · Review of Educational Research · doi:10.3102/00346543067001088 · Cited by 3,181 · see citing works

Principal Components Analysis

Dunteman, G. H. (1989) · Sage eBooks · doi:10.4135/9781412985475 · Cited by 2,713 · see citing works

Metamemory: A Theoretical Framework and New Findings

Nelson, T. O. (1990) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(08)60053-5 · Cited by 2,583 · see citing works

Use of Exploratory Factor Analysis in Published Research: Common Errors and Some Comment on Improved Practice

Henson, R. K., & Roberts, J. K. (2006) · Educational and Psychological Measurement · doi:10.1177/0013164405282485 · Cited by 2,454 · see citing works

Beyond Cold Conceptual Change: The Role of Motivational Beliefs and Classroom Contextual Factors in the Process of Conceptual Change

Pintrich, P. R., Marx, R. W., & Boyle, R. A. (1993) · Review of Educational Research · doi:10.3102/00346543063002167 · Cited by 2,222 · see citing works

A Note on the Multiplying Factors for Various χ2 Approximations

Bartlett, M. S. (1954) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.2517-6161.1954.tb00174.x · Cited by 2,168 · see citing works

Basics of Structural Equation Modeling

Maruyama, G. M. (1998) · Sage eBooks · doi:10.4135/9781483345109 · Cited by 1,527 · see citing works

Implicit theories of intelligence, creativity, and wisdom.

Sternberg, R. J. (1985) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.49.3.607 · Cited by 1,240 · see citing works

What “ideas‐about‐science” should be taught in school science? A Delphi study of the expert community

Osborne, J. F., Collins, S., Ratcliffe, M., Millar, R., & Duschl, R. (2003) · Journal of Research in Science Teaching · doi:10.1002/tea.10105 · Cited by 1,201 · see citing works

Sources of science self-efficacy beliefs of middle school students

Britner, S. L., & Pajares, F. (2006) · Journal of Research in Science Teaching · doi:10.1002/tea.20131 · Cited by 1,155 · see citing works

THE ROLE OF SELF-EFFICACY BELIEFS INSTUDENT ENGAGEMENT AND LEARNING INTHECLASSROOM

Linnenbrink, E. A., & Pintrich, P. R. (2003) · Reading & Writing Quarterly · doi:10.1080/10573560308223 · Cited by 1,109 · see citing works

Against the Odds: Self-Efficacy Beliefs of Women in Mathematical, Scientific, and Technological Careers

Zeldin, A. L., & Pajares, F. (2000) · American Educational Research Journal · doi:10.3102/00028312037001215 · Cited by 847 · see citing works

Metacognitive Development

Kuhn, D. (2000) · Current Directions in Psychological Science · doi:10.1111/1467-8721.00088 · Cited by 718 · see citing works

The development of scientific thinking skills in elementary and middle school

Zimmerman, C. (2007) · Developmental Review · doi:10.1016/j.dr.2006.12.001 · Cited by 700 · see citing works

Purposely Teaching for the Promotion of Higher-order Thinking Skills: A Case of Critical Thinking

Barak, M., Ben‐Chaim, D., & Uri, Z. (2007) · Research in Science Education · doi:10.1007/s11165-006-9029-2 · Cited by 697 · see citing works

Higher Order Thinking Skills and Low-Achieving Students: Are They Mutually Exclusive?

Zohar, A. E., & Dori, Y. J. (2003) · Journal of the Learning Sciences · doi:10.1207/s15327809jls1202_1 · Cited by 631 · see citing works

The role of metacognitive skills in developing critical thinking

Magno, C. (2010) · Metacognition and Learning · doi:10.1007/s11409-010-9054-4 · Cited by 443 · see citing works

Critical Thinking and Science Education

Bailin, S. (2002) · Science & Education · doi:10.1023/a:1016042608621 · Cited by 404 · see citing works

Enhancing Diversity in Undergraduate Science: Self-Efficacy Drives Performance Gains with Active Learning

Ballen, C. J., Wieman, C., Salehi, S., Searle, J. B., & Zamudio, K. R. (2017) · CBE—Life Sciences Education · doi:10.1187/cbe.16-12-0344 · Cited by 389 · see citing works

Metacognitive strategies that enhance critical thinking

Ku, K. Y. L., & Ho, I. T. (2010) · Metacognition and Learning · doi:10.1007/s11409-010-9060-6 · Cited by 388 · see citing works

Students' transition from an engineering model to a science model of experimentation

Schauble, L., Klopfer, L. E., & Raghavan, K. (1991) · Journal of Research in Science Teaching · doi:10.1002/tea.3660280910 · Cited by 370 · see citing works

Theory and evidence: the development of scientific reasoning

(1997) · Choice Reviews Online · doi:10.5860/choice.34-3823 · Cited by 366 · see citing works

LEARNING WITHIN A LEARNER CONTROL TRAINING ENVIRONMENT: THE INTERACTIVE EFFECTS OF GOAL ORIENTATION AND METACOGNITIVE INSTRUCTION ON LEARNING OUTCOMES

Schmidt, A. M., & Ford, J. K. (2003) · Personnel Psychology · doi:10.1111/j.1744-6570.2003.tb00156.x · Cited by 366 · see citing works

Bloom's taxonomy : a forty-year retrospective

Anderson, L. W., Sosniak, L. A., & Bloom, B. S. (1994) · National Society for the Study of Education , Distributed by the University of Chicago Press eBooks · Cited by 326 · see citing works

Learning and Scientific Reasoning

Bao, L., Cai, T., Koenig, K., Fang, K., Han, J. L., Wang, J., Liu, Q., Ding, L., Cui, L., Luo, Y., et al. (2009) · Science · doi:10.1126/science.1167740 · Cited by 300 · see citing works

Comparing the epistemological underpinnings of students' and scientists' reasoning about conclusions

Hogan, K., & Maglienti, M. (2001) · Journal of Research in Science Teaching · doi:10.1002/tea.1025 · Cited by 280 · see citing works

Learning to Improve: Using Writing to Increase Critical Thinking Performance in General Education Biology

Quitadamo, I. J., & Kurtz, M. J. (2007) · CBE—Life Sciences Education · doi:10.1187/cbe.06-11-0203 · Cited by 256 · see citing works

Torrance Tests of Creative Thinking

Dumont, R., Willis, J. O., Veizel, K., et al. (2014) · Encyclopedia of Special Education · doi:10.1002/9781118660584.ese2410 · Cited by 235 · see citing works

A model of metacognition, achievement goal orientation, learning style and self-efficacy

Coutinho, S. A., & Neuman, G. A. (2008) · Learning Environments Research · doi:10.1007/s10984-008-9042-7 · Cited by 225 · see citing works

The 21st century challenge for science education: Assessing scientific reasoning

Osborne, J. F. (2013) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2013.07.006 · Cited by 220 · see citing works

Self‐efficacy, reasoning ability, and achievement in college biology

Lawson, A. E., Banks, D. L., & Logvin, M. (2006) · Journal of Research in Science Teaching · doi:10.1002/tea.20172 · Cited by 208 · see citing works

The Role of Metacognitive Components in Creative Thinking

Jia, X., Li, W., & Cao, L. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02404 · Cited by 180 · see citing works

Advanced Design in Nursing Research

Anthony, M. (1998) · AORN Journal · doi:10.1016/s0001-2092(06)62423-x · Cited by 171 · see citing works

Do Children and Adults Learn Differently?

Kuhn, D., & Dreibelbis, M. A. P. (2006) · Journal of Cognition and Development · doi:10.1207/s15327647jcd0703_1 · Cited by 155 · see citing works

Higher Order Thinking Skills and Academic Performance in Physics of College Students: A Regression Analysis

Ramos, S. (2013) · Cited by 150 · see citing works

Standard-based science education and critical thinking

Forawi, S. (2016) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2016.02.005 · Cited by 150 · see citing works

Relations between goals, self‐efficacy, critical thinking and deep processing strategies: a path analysis

Phan, H. P. (2009) · Educational Psychology · doi:10.1080/01443410903289423 · Cited by 146 · see citing works

Relations between metastrategic knowledge and strategic performance

Kuhn, D., & Pearsall, S. (1998) · Cognitive Development · doi:10.1016/s0885-2014(98)90040-5 · Cited by 136 · see citing works

The assessment and instruction of self-regulation in computer-based environments: a discussion

Veenman, M. V. J. (2007) · Metacognition and Learning · doi:10.1007/s11409-007-9017-6 · Cited by 99 · see citing works

The American Idol Effect: Are Students Good Judges of Their Creativity across Domains?

Kaufman, J. C., Evans, M. L., & Baer, J. (2010) · Empirical Studies of the Arts · doi:10.2190/em.28.1.b · Cited by 87 · see citing works

Analysis of students' self-efficacy, interest, and effort beliefs in general chemistry

Ferrell, B., & Barbera, J. (2015) · Chemistry Education Research and Practice · doi:10.1039/c4rp00152d · Cited by 86 · see citing works

Understanding the Complex Relationship between Critical Thinking and Science Reasoning among Undergraduate Thesis Writers

Dowd, J. E., Thompson, R. J., Schiff, L. A., & Reynolds, J. (2018) · CBE—Life Sciences Education · doi:10.1187/cbe.17-03-0052 · Cited by 86 · see citing works

Do Curriculum Outcomes and Assessment Activities in Science Encourage Higher Order Thinking?

FitzPatrick, B., & Schulz, H. (2015) · Canadian Journal of Science Mathematics and Technology Education · doi:10.1080/14926156.2015.1014074 · Cited by 70 · see citing works

Taxonomy and distribution of the grey kangaroos, Macropus giganteus Shaw and Macropus Fuliginosus (Desmarest), and their subspecies (Marsupialia : Macropodidae)

Kirsch, J., & Poole, W. (1972) · Australian Journal of Zoology · doi:10.1071/zo9720315 · Cited by 70 · see citing works

Self-evaluation, creativity, and musical achievement

Priest, T. (2005) · Psychology of Music · doi:10.1177/0305735606059104 · Cited by 69 · see citing works

Developing of Computerized Adaptive Testing to Measure Physics Higher Order Thinking Skills of Senior High School Students and its Feasibility of Use

Istiyono, E., Dwandaru, W. S. B., Setiawan, R., et al. (2019) · European Journal of Educational Research · doi:10.12973/eu-jer.9.1.91 · Cited by 68 · see citing works

A dual-process account of the development of scientific reasoning: The nature and development of metacognitive intercession skills

Amsel, E. A., Klaczynski, P. A., Johnston, A. T., Bench, S. W., Close, J., Sadler, E., & Walker, R. (2008) · Cognitive Development · doi:10.1016/j.cogdev.2008.09.002 · Cited by 67 · see citing works

Active procrastination and creative ideation: The mediating role of creative self-efficacy

Liu, W., Pan, Y., Luo, X., Wang, L., & Pang, W. (2017) · Personality and Individual Differences · doi:10.1016/j.paid.2017.07.033 · Cited by 58 · see citing works

The Bases of Angiosperm Phylogeny: Chemotaxonomy

Fairbrothers, D. E., Mabry, T. J., Scogin, R., et al. (1975) · Annals of the Missouri Botanical Garden · doi:10.2307/2395273 · Cited by 52 · see citing works

Metacognitive feelings as a source of information in the evaluation and selection of creative ideas

Puente‐Díaz, R., Cavazos‐Arroyo, J., & Vargas-Barrera, F. (2020) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2020.100767 · Cited by 51 · see citing works

Construction of The Assessment Concept to Measure Students' High Order Thinking Skills

Walid, A., Sajidan, S., RAMLİ, M., et al. (2019) · Journal for the Education of Gifted Young Scientists · doi:10.17478/jegys.528180 · Cited by 47 · see citing works

Effects of Explicit Instructions, Metacognition, and Motivation on Creative Performance

Hong, E., O’Neil, H. F., & Peng, Y. (2016) · Creativity Research Journal · doi:10.1080/10400419.2016.1125252 · Cited by 44 · see citing works

Assessment and science education: Our essential new priority?

Songer, N. B., & Ruiz‐Primo, M. A. (2012) · Journal of Research in Science Teaching · doi:10.1002/tea.21033 · Cited by 34 · see citing works

Constructivism-Based Methodology for Teaching Artificial Intelligence Topics Focused on Sustainable Development

Mota-Valtierra, G., Rodríguez‐Reséndiz, J., & Herrera-Ruíz, G. (2019) · Sustainability · doi:10.3390/su11174642 · Cited by 34 · see citing works

TEACHING STRATEGIES FOR PROMOTING HIGHER ORDER THINKING SKILLS: A CASE OF SECONDARY SCIENCE TEACHERS

Saido, G. M., Siraj, S., Nordin, A. B., et al. (2017) · Malaysian Online Journal of Educational Management · Cited by 32 · see citing works

A project-based alternative assessment system

Tal, R. T., Dori, Y. J., & Lazarowitz, R. (2000) · Studies In Educational Evaluation · doi:10.1016/s0191-491x(00)00014-6 · Cited by 32 · see citing works

Untitled work

(2016) · Cited by 30 · see citing works

An approach to STFT and CWT learning through music hands‐on labs

Echeverri, C. J. O., Rodríguez‐Reséndiz, J., & Aparicio, M. G. (2018) · Computer Applications in Engineering Education · doi:10.1002/cae.21967 · Cited by 27 · see citing works

Integration of Creative Thinking and Critical Thinking to Improve Geosciences Education

Chen, X. M. (2021) · The Geography Teacher · doi:10.1080/19338341.2021.1875256 · Cited by 23 · see citing works

Enhancing Higher-Order Thinking Skills among Home Science Students: The Effect of Cooperative Learning Student Teams- Achievement Divisions (STAD) Module

Takko, M., Jamaluddin, R., Kadir, S. A., et al. (2020) · International Journal of Learning Teaching and Educational Research · doi:10.26803/ijlter.19.7.12 · Cited by 21 · see citing works

Book Review: Taxonomy of Educational Objectives, The Classification of Educational Goals, Handbook I: Cognitive Domain

Michael, W. B., Stanley, J. C., & Bolton, D. L. (1957) · Educational and Psychological Measurement · doi:10.1177/001316445701700420 · Cited by 18 · see citing works

Fostering Students' Creativity and Critical Thinking: What It Means in School. Educational Research and Innovation.

Vincent‐Lancrin, S., González-Sancho, C., Bouckaert, M., de Luca, F., Fernández-Barrera, M., Jacotin, G., Urgel, J., & Vidal, Q. (2019) · Cited by 15 · see citing works

Higher order thinking skills in a science classroom computer simulation

Nesbitt-Hawes, P. J. (2005) · Faculty of Education · Cited by 12 · see citing works

A review of research trends on meta-cognitive in science education within the past decade

Rusyati, L., Rustaman, N. Y., Widodo, A., & Ha, M. (2021) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1806/1/012136 · Cited by 8 · see citing works

Integration of ICT to Science Education through Professional Development of Teachers.

Lavonen, J., Juuti, K., & Meisalo, V. P. (2004) · Cited by 1 · see citing works

A metacognitive model and therapy for generalized anxiety disorder

Wells, A. (1999) · Clinical Psychology & Psychotherapy · doi:10.1002/(sici)1099-0879(199905)6:2

Facilitator or hindrance? The impact of AI on university students' higher-order thinking skills in complex problem solving

Du, X., Du, M., Zhou, Z., & Bai, Y. (2025) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-025-00534-0 · Cited by 44 · see citing works

Factor Analysis under the Structural Equation Model

Xi-zhen, C. (2010) · Science Technology and Engineering · Cited by 1 · see citing works

Application of Exploratory Structural Equation Modeling to Evaluate the Academic Motivation Scale

Guay, F., Morin, A. J. S., Litalien, D., Valois, P., & Vallerand, R. J. (2014) · The Journal of Experimental Education · doi:10.1080/00220973.2013.876231 · Cited by 219 · see citing works

Does Structural Equation Modeling Outperform Traditional Factor Analysis, Analysis of Variance and Path Analysis ?

狩野, 裕. (2002) · Kodo Keiryogaku (The Japanese Journal of Behaviormetrics) · doi:10.2333/jbhmk.29.138 · Cited by 26 · see citing works

Does structural equation modeling substitute for factor analysis, analysis of variance and path analysis?

Kano, Y. (2000)

Building a Better Model: An Introduction to Structural Equation Modelling

Streiner, D. L. (2006) · The Canadian Journal of Psychiatry · doi:10.1177/070674370605100507 · Cited by 182 · see citing works