Learning styles and academic performance in systematic anatomy among medical students based on Kolb's experiential learning theory

ZHANG Ming-ming, WANG Pan, TIAN Miao, YOU Juan-juan, QIU Xin-tong, LI Hui

Acta Anatomica Sinica ›› 2026, Vol. 57 ›› Issue (5) : 519-527.

PDF(1728 KB)
Welcome to visit Acta Anatomica Sinica! Today is Chinese
PDF(1728 KB)
Acta Anatomica Sinica ›› 2026, Vol. 57 ›› Issue (5) : 519-527. DOI: 10.16098/j.issn.0529-1356.2026.06.001
Digital-Intelligent Anatomy Teaching

Learning styles and academic performance in systematic anatomy among medical students based on Kolb's experiential learning theory

  • ZHANG  Ming-ming, WANG  Pan, TIAN  Miao, YOU  Juan-juan, QIU  Xin-tong, LI  Hui*
Author information +
History +

Abstract

Objective To analyze the distribution characteristics of learning styles among five-year clinical medical students in the School of  Basic Medicine, Air Force Medical University and their relationship with multidimensional assessment scores in the systematic anatomy course based on Kolb’s experiential learning theory, providing empirical evidence for the precise optimization of anatomy teaching strategies and the diversified reform of evaluation method. MethodsA cross-sectional observational study design was adopted. Prior to the 2025 course commencement, 80 first-year undergraduate students from five-year clinical medicine program were administered the Kolb Learning Style Inventory  (KLSI) 4.0, yielding 79 valid questionnaires. Upon course completion, formative and summative assessment scores were collected concurrently. The relationships between the four learning dimension scores and various assessment outcomes were analyzed, and differences in academic achievement among distinct learning style groups were compared. ResultsAmong the 79 medical students, the nine learning style types were distributed as follows: balancing 27.8% (n=22), deciding 24.1% (n=19), analyzing 13.9% (n=11), acting 10.1% (n=8), reflecting 6.3% (n=5), imagining/thinking/initiating each 5.1% (n=4), and experiencing 2.5% (n=2). Among the traditional four types, converging was most prevalent (39.2%), followed by assimilating (30.4%), with diverging and accommodating each accounting for 15.2%. Abstract conceptualization (AC) scores showed a significant negative correlation with online learning platform test scores (r=-0.277, P<0.05), as did reflective observation scores (r=-0.237, P<0.05). Significant differences were observed among the nine learning style groups in both written examination scores (H=21.246, P<0.01) and total course scores (H=18.348, P<0.05); However, no statistically significant differences were found in any academic metrics among the four traditional learning style groups (P>0.05). ConclusionThis cohort was predominantly characterized by converging and balancing learning styles. Although learning style types were associated with systematic anatomy course performance, this association was primarily manifested in summative written examinations, with classification granularity (nine types vs four types) showing significantly differential sensitivity. These findings suggest that anatomy education should prioritize diversified evaluation approaches to safeguard educational equity, while remaining vigilant against the weakening of the concrete experience component within the experiential learning cycle. Over-reliance on abstract conceptual reasoning should be avoided to prevent severing the sensory-cognitive and clinical-practice foundations essential to morphological learning.

Key words

cold stress / RNA-seq / Dongxiang wild rice / CRISPR/Cas9 genome editing technique

Cite this article

Download Citations
ZHANG Ming-ming, WANG Pan, TIAN Miao, YOU Juan-juan, QIU Xin-tong, LI Hui.
Learning styles and academic performance in systematic anatomy among medical students based on Kolb's experiential learning theory
[J]. Acta Anatomica Sinica. 2026, 57(5): 519-527 https://doi.org/10.16098/j.issn.0529-1356.2026.06.001

References

[1]Kolb DA. Experiential Learning: Experience as the Source of Learning and Development[M]. 2nd ed. Upper Saddle River: Pearson Education, 2015.
[2]Kolb. DA, Kolb AY. The Kolb learning style inventory 4.0: guide to the theory, psychometrics, research and applications[R]. Experience Based Learning Systems, 2013.
[3]Zhang ShX, Liu ZhJ. Challenges and countermeasures in the reform of human anatomy teaching[J]. Journal of Anatomy, 2018, 41(3): 289-293. (in Chinese)张绍祥,刘正津. 人体解剖学教学改革面临的挑战与对策[J]. 解剖学杂志, 2018, 41(3),289-293.
[4]Zhang YZh, Cui HX. New directions in human anatomy research inspired by the development of surgery[J]. Journal of Anatomy, 2025, 48(5): 369-372. (in Chinese)
张沂洲,崔慧先. 外科学发展启示人体解剖学研究新方向[J]. 解剖学杂志, 2025, 48(5): 369-372.
[5]Leppink J. Science fiction in medical education: the case of learning styles[J]. J Grad Med Educ, 2017, 9(3): 394.
[6]Zareen N, Rashid F, Alvi T, et al. Assessing individual learning styles of undergraduate medical students utilizing Kolb’s learning style inventory[J]. Pak J Med Sci, 2025, 41(8): 2231-2236.
[7]Reynolds QJ, Gilliland, KO, Smith K, et al. Differences in medical student performance on examinations: exploring score variance between Kolb’s Learning Style Inventory classifications[J]. BMC Med Educ, 2020, 20(1): 423.
[8]Kolb DA. Learning styles and disciplinary differences[J].  The Modern American College, Jossey-Bass, 1981: 232-255.
[9]Lu J, He TL. Construction of the norm for the Kolb Learning Style Inventory (KLSI) among Chinese medical students[J]. Chinese Journal of Health Psychology, 2019, 27(11): 1648-1655. (in Chinese)
鲁娟,何天霖. 我国医学生科尔布经验学习风格量表(KLSI)常模的构建[J]. 中国健康心理学杂志 2019, 27(11): 1648-1655.
[10]Samarakoon L, Fernando T, Rodrigo C. Learning styles and approaches to learning among medical undergraduates and postgraduates[J]. BMC Med Educ, 2013, 13: 42.
[11]Pashler H, McDaniel M, Rohrer D, et al. Learning styles: concepts and evidence[J]. Psychol Sci Public Interest, 2008, 9(3): 105-119.
[12]Newble DI, Entwistle NJ. Learning styles and approaches: implications for medical education[J]. Med Educ, 1986, 20(3): 162-175.
[13]Lu J, Liu B. Study on the influence of sensory learning styles on learning among medical students in Shanghai[J]. Chinese Medical Education Journal, 2018, 38(3): 420-425. (in Chinese)
鲁娟,刘斌. 上海市医学生感官学习风格对学习影响的研究[J]. 中华医学教育杂志 2018, 38(3): 420-425.
[14]Guraya SS, Guraya SY, Habib FA, et al. Learning styles of medical students at Taibah University: trends and implications[J]. J Res Med Sci, 2014, 19(12): 1155-1162.
[15]Collins CS, Nanda S, Palmer BA, et al. A cross-sectional study of learning styles among continuing medical education participants[J]. Med Teach, 2019, 41(3): 318-324.
[16]Bokhari NM, Zafar M. Learning styles and approaches among medical education participants[J]. J Educ Health Promot, 2019, 8: 181.
[17]Zhu PY, Jiang BL, Chen XB, et al. Impact of progressive blended case-based teaching guidedby OBE philosophy on medical students’ job competency[J]. China Higher Medical Education, 2024(8): 135-136. (in Chinese)
朱平宇,蒋冰蕾,陈小彬,等. 以OBE理念为导向的递进混合式案例教学法对医学生岗位胜任力的影响[J]. 中国高等医学教育, 2024(8): 135-136.
[18]Sarkar S, Verma R, Singh S. Faculty and students’ perceptions on experiential learning based anatomy dissection hall sessions for medical undergraduates[J]. Adv Med Educ Pract, 2022, 13: 543-554.
[19]Abouzeid E, Fouad S, Wasfy NF, et al. Influence of personality traits and learning styles on undergraduate medical students’ academic achievement[J]. Adv Med Educ Pract, 2021, 12: 769-777.
[20]Mitchell BS, Xu Q, Jin L, et al. A cross-cultural comparison of anatomy learning: learning styles and strategies[J]. Anat Sci Educ, 2009, 2(2): 49-60.
[21]Atlasi MA, Moravveji A, Nikzad H, et al. Learning styles and strategies preferences of Iranian medical students in gross anatomy courses and their correlations with gender[J]. Anat Cell Biol, 2017, 50(4): 255-260.
[22]Johnston AN, Hamil J, Barton MJ, et al. Student learning styles in anatomy and physiology courses: meeting the needs of nursing students[J]. Nurse Educ Pract, 2015, 15(6), 415-420.
[23]Engels PT, de Gara C. Learning styles of medical students, general surgery residents, and general surgeons: implications for surgical education[J]. BMC Med Educ, 2010, 10: 51.

Funding


Learning styles and academic performance in systematic anatomy among medical students based on Kolb's experiential learning theory
" title="Share on Weibo" target="_blank">
PDF(1728 KB)

Accesses

Citation

Detail

Sections
Recommended

/

〈 〉