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JMOOC の講座における e ラーニング指向性の項目間の
渡邉文枝・向後千春(2016.1)JMOOCの講座におけるeラーニング指向生の項目間の 因果関係の分析『教育システム情報学会研究報告』Vol.30, No.5, Pp.81-86 JMOOC 3 -7 e 2 3 3& & 3 & *1& *1 e& e *2 ,& = , & & *2 e& ee & Causal&Relationship&among&Items&of&a&Questionnaire& & Investigating&Learners'&Adaptability&to&eCLearning& & in&Japan&Massive&Open&Online&Courses& Fumie&WATANABE*1,& & & Chiharu&KOGO*2& *1&Center&for&Higher&Education&Studies,&Waseda&University& *2&Faculty&of&Human&Sciences,&Waseda&University& JMOOC e e e : MOOC 1.& 4 e e 62& e e e MOOC e e Massive Open Online Courses e e (7) e e e (6) e (4) e (2) (1) (3) e JMOOC e 3.2& & 3.2.1& e e (7) e (4) e e e (4) e JMOOC e e 3.2.2& e e 2.& 3 & JMOOC OpenLearning, Japan 3529 (1) (1)JMOOC (2) gacco MOOC OUJ Coursera (3) (6) edX Udacity e (1) (4) e (2) (5) e (4) (6) e (5) (7) (3) (6) 4.& e & 4.1& 60 & 100 1360 38.5% 3.& 547 15.5% & 3.1& 2521 & 3529 776 71.4% 22.0% 4.2& e 3 1352 518 SD=12.46 43.97 e & 3 830 38.3 (7) 36.6% 48.85% (1)JMOOC gacco OUJ 31.2% (5) 4.4& 3 & 3 e 28.5% (6) e 14.7% (4) 12.2% (2) MOOC Coursera 5.8% edX IBM SPSS Amos e Version22.0 IBM GFI=.993 Udacity AGFI=.979 RMSEA=.037 (3) e 3.0% CFI=.993 GFI AGFI CFI 0.9 RMSEA 0.05 0.1 4.3& (5) & 3 59 .722 487 288 47.99 196 e 495 SD=11.33 857 13.8 GFI=.984 AGFI=.953 CFI=.960 RMSEA=.081 e 3 e 3 % (1)JMOOC (2) gacco MOOC Coursera edX Udacity (3) (4) (5) (6) OUJ e e e e (7) 422 31.2% 79 5.8% 40 3.0% 165 12.2% 385 28.5% 199 14.7% 495 36.6% 4.5& e 3 3 2 -7 & e 160 e effect size ES ES e 3 5 e 4 e 1 e 2 e 3 e =.722 2.38 SD=0.81 4.21 SD=0.71 SD=1.00 2.23 3.94 SD=0.80 3.42 SD=0.74 e 1.99 SD=0.72 4.49 SD=0.74 SD=1.01 2.08 SD=0.72 4.33 4.03 SD=0.76 t(159)=5.19 0.1% 3 p<.001 ES=0.41 t(159)=3.81 p<.001 ES=0.30 3 2 3 1 2 -7 -7 -.404*** .260** -.271** -.378*** .609*** -.317*** -.458*** .463*** -.308*** .241** -.139 .247** -.193* .220** .171* -.127 -.190* .576*** .522*** -.088 -.077 .188* .184* -.349*** -.159* -.198* .346*** -.258** -.285*** .280*** -.308*** .309*** .247** -.422*** .380*** -.429*** -.366*** .369*** -.331*** .334*** .411*** -.421*** .364*** -.370*** p<.10 2(17)=17.24 GFI=.979 3 AGFI=.933 2 -7 CFI=.999 1 * p<.05 ** p<.01 *** p<.001 *p<.05 ** p<.01 *** p<.001 RMSEA=.009 3 .0 .533*** n t(159)=5.51 p<.001 ES=0.44 t(159)=9.50 p<.001 ES=0.75 p<.10 t(159)=1.97 =.20 p<.01 ES=0.16 = .22 p<.01 = .20 p<.01 4.6& e 3 2 -7 =.17 e p<.05 =.14 5.& r(160)=.241 p<.01 r(160)=.247 p<.01 r(160)= .139 r(160)= .366 p<.10 r(160)= .285 p<.05 r(160)=.280 e p<.001 e e .193 p<.05 r(160)= e p<.05 r(160)=.220 p<.01 e r(160)=.576 p<.001 r(160)= .331 & 3 e p<.001 r(160)=.369 p<.001 r(160)= & 5.1& e p<.001 r(160)=.171 .190 p<.05 & 3 .308 p<.001 e e r(160)= p<.001 r(160)=.188 p<.05 r(160)=.309 p<.001 r(160)=.334 p<.001 r(160)= .159 5.2& e 3 3 2 -7 & e p<.05 r(160)=.184 p<.05 r(160)=.247 p<.01 r(160)=.441 p<.001 r(160)= GFI=.979 RMSEA=.009 AGFI=.933 .198 p<.05 CFI=.999 (5) e e 4.6.1& e e =.57 p<.001 =.26 p<.001 p<.001 =.22 & 2015 2015S-184 MOOC 2015B-519 MOOC & e (1)& e : “Web e ” 111(473) pp.41-46 (2)& 6.& 516& 2012 :“ I e ” JMOOC (27) e pp.326-327 2011 (3)& :“ Mentor_II (1) e 37(Suppl.) (4)& pp.9-12 ” 2013 : “e ” (2) 2014 (5)& :“ Amos ” 2007 (6)& (3) : “e ” 2013(1) (7)& e & (7) 2013 “JMOOC e e e pp.23-30 ” JSET15-4, pp.87-94 2015