Min‐Jung Kim
Biographic Data
| ID | 6509023 |
|---|---|
| NAME | Min‐Jung Kim |
| GIVEN NAMES | Min‐Jung |
| FAMILY NAME | Kim |
| SIGNATURE | KIM M J |
| AFFILIATIONS | University of Alabama |
| ORCID | 0000-0003-1954-1096 |
| VERIFIED | Yes |
| TOTAL WORKS | 4 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 4 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
How to promote intrinsically versus extrinsically motivated teachers’ job satisfaction
Job satisfaction is essential for teachers’ well-being and education quality. Using Korean Educational Longitudinal Study data from 3677 elementary school teachers, we conducted sequential regression to systematically examine distinct levels of job satisfaction predictors and multigroup analysis to explore how demographic, individual, and school-level factors differentially predicted satisfaction among teachers who chose their career primarily fo…
Machine learning-based classification analysis of knowledge worker mental stress
The aim of this study is to analyze the performance of classifying stress and non-stress by measuring biosignal data using a wearable watch without interfering with work activities at work. An experiment is designed where participants wear a Galaxy Watch3 to measure HR and photoplethysmography data while performing stress-inducing and relaxation tasks. The classification model was constructed using k-NN, SVM, DT, LR, RF, and MLP classifiers. The …
Does Unilateral Lumbosacral Radiculopathy Affect the Association between Lumbar Spinal Muscle Morphometry and Bone Mineral Density
Age-related degenerative changes lead to a gradual decrease in bone mineral density (BMD) and muscle mass. We aimed to assess the effects of decreased BMD and lumbar denervation on lumbar spinal muscle morphometry and the relationship between BMD and lumbar spinal muscular morphometry, respectively. Eighty-one patients, aged 50-85 years, diagnosed with unilateral lumbosacral radiculopathy based on electrodiagnostic studies between January 2016 an…
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Does Unilateral Lumbosacral Radiculopathy Affect the Association between Lumbar Spinal Muscle Morphometry and Bone Mineral Density
Age-related degenerative changes lead to a gradual decrease in bone mineral density (BMD) and muscle mass. We aimed to assess the effects of decreased BMD and lumbar denervation on lumbar spinal muscle morphometry and the relationship between BMD and lumbar spinal muscular morphometry, respectively. Eighty-one patients, aged 50-85 years, diagnosed with unilateral lumbosacral radiculopathy based on electrodiagnostic studies between January 2016 an…
Machine learning-based classification analysis of knowledge worker mental stress
The aim of this study is to analyze the performance of classifying stress and non-stress by measuring biosignal data using a wearable watch without interfering with work activities at work. An experiment is designed where participants wear a Galaxy Watch3 to measure HR and photoplethysmography data while performing stress-inducing and relaxation tasks. The classification model was constructed using k-NN, SVM, DT, LR, RF, and MLP classifiers. The …
How to promote intrinsically versus extrinsically motivated teachers’ job satisfaction
Job satisfaction is essential for teachers’ well-being and education quality. Using Korean Educational Longitudinal Study data from 3677 elementary school teachers, we conducted sequential regression to systematically examine distinct levels of job satisfaction predictors and multigroup analysis to explore how demographic, individual, and school-level factors differentially predicted satisfaction among teachers who chose their career primarily fo…
Internal Medicine (2 works) · Medicine (2 works) · Psychology (2 works) · Social Psychology (2 works) · Anatomy (1 work) · Artificial Intelligence (1 work) · Biosignal (1 work) · Bone mineral (1 work) · Cognitive psychology (1 work) · Computer Science (1 work)