Research Article
A Study on Students Acquisition of IT Knowledge and Its Implication on M-Learning
| Notes |
| Comments | | Input | | Data | C:∖Users∖data.sav | Active dataset | DataSet1 | Filter | <none> | Weight | <none> | Split file | <none> | of rows in working data file | 892 | Missing value handling | | Definition of missing | Handling of user-defined missing values of nominal independent variables depends on the growing method. | Cases used | Only cases with valid data for the dependent variable and some or all independent variables are used in computing any statistics. | Syntax | TREE device [s] BY USEFULNESS [s] USABILITY [s] ACCEPTENCE [s] BASIKSKILL [s] ADVANCESKILL [s] MOBILESKILL [s] | /TREE DISPLAY=TOPDOWN NODES=STATISTICS BRANCHSTATISTICS=YES NODEDEFS=YES SCALE=AUTO | /PRINT MODELSUMMARY RISK | /GAIN SUMMARYTABLE=YES TYPE=[NODE] SORT=DESCENDING CUMULATIVE=NO | /METHOD TYPE=CHAID | /GROWTHLIMIT MAXDEPTH=AUTO MINPARENTSIZE=100 MINCHILDSIZE=50 | /VALIDATION TYPE=NONE OUTPUT=BOTHSAMPLES | /CHAID ALPHASPLIT=0.05 ALPHAMERGE=0.05 SPLITMERGED=NO ADJUST=BONFERRONI INTERVALS=10. | Resources | | Processor time | 00:00:00.90 | Elapsed time | 00:00:00.59 | Files saved | | Rules file | |
| Model summary |
| Specifications | | Growing method | CHAID | Dependent variable | Types of device you own | Independent variables | PERCEIVED USEFULNESS, PERCEIVED USABILITY, ACCEPTANCE BEHAVIOR, FUNDAMENTAL IT ABILITY, HIGHLY DEVELOPED IT ABILITY, SOPHISTICATED MOBILE PROFICIENCY | Validation | None | Maximum tree depth | 3 | Minimum cases in parent node | 100 | Minimum cases in child node | 50 | Results | | Independent variables included | PERCEIVED USEFULNESS, SOPHISTICATED MOBILE PROFICIENCY | Number of nodes | 10 | Number of terminal nodes | 8 | Depth | 2 |
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